Task 14627287
| Name | ParityModified-1647045427-8406-3-0_0 |
| Workunit | 11639840 |
| Created | 21 Apr 2022, 2:30:34 UTC |
| Sent | 21 Apr 2022, 2:30:39 UTC |
| Report deadline | 29 Apr 2022, 2:30:39 UTC |
| Received | 24 Apr 2022, 0:53:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4555 |
| Run time | 1 hours 18 min 41 sec |
| CPU time | 1 hours 18 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,509.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031128 | val_loss: 0.0311647 | Time: 2314.06 ms
[2022-04-22 23:38:32 main:574] : INFO : Epoch 1543 | loss: 0.0311275 | val_loss: 0.0311666 | Time: 2320.93 ms
[2022-04-22 23:38:34 main:574] : INFO : Epoch 1544 | loss: 0.031126 | val_loss: 0.0311636 | Time: 2319.74 ms
[2022-04-22 23:38:37 main:574] : INFO : Epoch 1545 | loss: 0.0311287 | val_loss: 0.0311661 | Time: 2315.59 ms
[2022-04-22 23:38:39 main:574] : INFO : Epoch 1546 | loss: 0.0311276 | val_loss: 0.0311683 | Time: 2314.37 ms
[2022-04-22 23:38:41 main:574] : INFO : Epoch 1547 | loss: 0.0311311 | val_loss: 0.0311647 | Time: 2314.68 ms
[2022-04-22 23:38:44 main:574] : INFO : Epoch 1548 | loss: 0.0311296 | val_loss: 0.0311637 | Time: 2316.07 ms
[2022-04-22 23:38:46 main:574] : INFO : Epoch 1549 | loss: 0.0311274 | val_loss: 0.0311638 | Time: 2314.88 ms
[2022-04-22 23:38:48 main:574] : INFO : Epoch 1550 | loss: 0.0311258 | val_loss: 0.0311654 | Time: 2314.94 ms
[2022-04-22 23:38:51 main:574] : INFO : Epoch 1551 | loss: 0.0311266 | val_loss: 0.0311607 | Time: 2326.27 ms
[2022-04-22 23:38:53 main:574] : INFO : Epoch 1552 | loss: 0.0311249 | val_loss: 0.0311652 | Time: 2359 ms
[2022-04-22 23:38:55 main:574] : INFO : Epoch 1553 | loss: 0.0311251 | val_loss: 0.0311614 | Time: 2328.9 ms
[2022-04-22 23:38:58 main:574] : INFO : Epoch 1554 | loss: 0.0311244 | val_loss: 0.031165 | Time: 2325.28 ms
[2022-04-22 23:39:00 main:574] : INFO : Epoch 1555 | loss: 0.0311275 | val_loss: 0.0311694 | Time: 2536.57 ms
[2022-04-22 23:39:03 main:574] : INFO : Epoch 1556 | loss: 0.0311288 | val_loss: 0.0311723 | Time: 2317.97 ms
[2022-04-22 23:39:05 main:574] : INFO : Epoch 1557 | loss: 0.0311239 | val_loss: 0.0311667 | Time: 2305.86 ms
[2022-04-22 23:39:07 main:574] : INFO : Epoch 1558 | loss: 0.0311228 | val_loss: 0.0311665 | Time: 2284.94 ms
[2022-04-22 23:39:10 main:574] : INFO : Epoch 1559 | loss: 0.031125 | val_loss: 0.0311653 | Time: 2305.31 ms
[2022-04-22 23:39:12 main:574] : INFO : Epoch 1560 | loss: 0.031127 | val_loss: 0.0311782 | Time: 2305.54 ms
[2022-04-22 23:39:14 main:574] : INFO : Epoch 1561 | loss: 0.0311289 | val_loss: 0.0311624 | Time: 2304.86 ms
[2022-04-22 23:39:16 main:574] : INFO : Epoch 1562 | loss: 0.031128 | val_loss: 0.0311651 | Time: 2300.77 ms
[2022-04-22 23:39:19 main:574] : INFO : Epoch 1563 | loss: 0.0311236 | val_loss: 0.0311647 | Time: 2300.48 ms
[2022-04-22 23:39:21 main:574] : INFO : Epoch 1564 | loss: 0.0311252 | val_loss: 0.0311678 | Time: 2306.63 ms
[2022-04-22 23:39:23 main:574] : INFO : Epoch 1565 | loss: 0.0311231 | val_loss: 0.031169 | Time: 2302.32 ms
[2022-04-22 23:39:26 main:574] : INFO : Epoch 1566 | loss: 0.0311255 | val_loss: 0.0311661 | Time: 2300.06 ms
[2022-04-22 23:39:28 main:574] : INFO : Epoch 1567 | loss: 0.0311271 | val_loss: 0.0311722 | Time: 2299.29 ms
[2022-04-22 23:39:30 main:574] : INFO : Epoch 1568 | loss: 0.0311311 | val_loss: 0.031162 | Time: 2301.25 ms
[2022-04-22 23:39:33 main:574] : INFO : Epoch 1569 | loss: 0.0311303 | val_loss: 0.0311635 | Time: 2298.6 ms
[2022-04-22 23:39:35 main:574] : INFO : Epoch 1570 | loss: 0.0311324 | val_loss: 0.0311591 | Time: 2300.81 ms
[2022-04-22 23:39:37 main:574] : INFO : Epoch 1571 | loss: 0.0311331 | val_loss: 0.0311612 | Time: 2297.9 ms
[2022-04-22 23:39:40 main:574] : INFO : Epoch 1572 | loss: 0.0311292 | val_loss: 0.0311652 | Time: 2299.27 ms
[2022-04-22 23:39:42 main:574] : INFO : Epoch 1573 | loss: 0.0311286 | val_loss: 0.0311675 | Time: 2300.11 ms
[2022-04-22 23:39:44 main:574] : INFO : Epoch 1574 | loss: 0.0311271 | val_loss: 0.0311616 | Time: 2301.27 ms
[2022-04-22 23:39:47 main:574] : INFO : Epoch 1575 | loss: 0.0311274 | val_loss: 0.0311637 | Time: 2303.3 ms
[2022-04-22 23:39:49 main:574] : INFO : Epoch 1576 | loss: 0.0311279 | val_loss: 0.0311637 | Time: 2299.32 ms
[2022-04-22 23:39:51 main:574] : INFO : Epoch 1577 | loss: 0.0311264 | val_loss: 0.0311638 | Time: 2299.47 ms
[2022-04-22 23:39:53 main:574] : INFO : Epoch 1578 | loss: 0.0311258 | val_loss: 0.0311619 | Time: 2297.1 ms
[2022-04-22 23:39:56 main:574] : INFO : Epoch 1579 | loss: 0.0311255 | val_loss: 0.0311611 | Time: 2294.54 ms
[2022-04-22 23:39:58 main:574] : INFO : Epoch 1580 | loss: 0.0311283 | val_loss: 0.0311594 | Time: 2298.43 ms
[2022-04-22 23:40:00 main:574] : INFO : Epoch 1581 | loss: 0.0311253 | val_loss: 0.031162 | Time: 2301.57 ms
[2022-04-22 23:40:03 main:574] : INFO : Epoch 1582 | loss: 0.0311242 | val_loss: 0.0311642 | Time: 2311.3 ms
[2022-04-22 23:40:05 main:574] : INFO : Epoch 1583 | loss: 0.0311255 | val_loss: 0.0311637 | Time: 2301.43 ms
[2022-04-22 23:40:07 main:574] : INFO : Epoch 1584 | loss: 0.0311287 | val_loss: 0.0311674 | Time: 2301.17 ms
[2022-04-22 23:40:10 main:574] : INFO : Epoch 1585 | loss: 0.0311268 | val_loss: 0.0311652 | Time: 2298.8 ms
[2022-04-22 23:40:12 main:574] : INFO : Epoch 1586 | loss: 0.0311309 | val_loss: 0.0311631 | Time: 2301.86 ms
[2022-04-22 23:40:14 main:574] : INFO : Epoch 1587 | loss: 0.0311332 | val_loss: 0.0311622 | Time: 2303.39 ms
[2022-04-22 23:40:17 main:574] : INFO : Epoch 1588 | loss: 0.0311304 | val_loss: 0.0311657 | Time: 2303.49 ms
[2022-04-22 23:40:19 main:574] : INFO : Epoch 1589 | loss: 0.0311265 | val_loss: 0.031167 | Time: 2302.31 ms
[2022-04-22 23:40:21 main:574] : INFO : Epoch 1590 | loss: 0.031124 | val_loss: 0.0311658 | Time: 2297.15 ms
[2022-04-22 23:40:23 main:574] : INFO : Epoch 1591 | loss: 0.0311244 | val_loss: 0.0311662 | Time: 2301.7 ms
[2022-04-22 23:40:26 main:574] : INFO : Epoch 1592 | loss: 0.0311235 | val_loss: 0.0311662 | Time: 2298.2 ms
[2022-04-22 23:40:28 main:574] : INFO : Epoch 1593 | loss: 0.0311253 | val_loss: 0.0311616 | Time: 2301.59 ms
[2022-04-22 23:40:30 main:574] : INFO : Epoch 1594 | loss: 0.0311243 | val_loss: 0.0311685 | Time: 2301.77 ms
[2022-04-22 23:40:33 main:574] : INFO : Epoch 1595 | loss: 0.0311257 | val_loss: 0.0311648 | Time: 2306 ms
[2022-04-22 23:40:35 main:574] : INFO : Epoch 1596 | loss: 0.0311237 | val_loss: 0.0311672 | Time: 2301.72 ms
[2022-04-22 23:40:37 main:574] : INFO : Epoch 1597 | loss: 0.0311241 | val_loss: 0.0311655 | Time: 2299.19 ms
[2022-04-22 23:40:40 main:574] : INFO : Epoch 1598 | loss: 0.0311224 | val_loss: 0.0311664 | Time: 2302.29 ms
[2022-04-22 23:40:42 main:574] : INFO : Epoch 1599 | loss: 0.0311247 | val_loss: 0.031172 | Time: 2300.59 ms
[2022-04-22 23:40:44 main:574] : INFO : Epoch 1600 | loss: 0.0311324 | val_loss: 0.0312037 | Time: 2300.1 ms
[2022-04-22 23:40:47 main:574] : INFO : Epoch 1601 | loss: 0.0328163 | val_loss: 0.0315986 | Time: 2297.62 ms
[2022-04-22 23:40:49 main:574] : INFO : Epoch 1602 | loss: 0.0332942 | val_loss: 0.0318343 | Time: 2297.92 ms
[2022-04-22 23:40:51 main:574] : INFO : Epoch 1603 | loss: 0.0316985 | val_loss: 0.0312893 | Time: 2297.43 ms
[2022-04-22 23:40:53 main:574] : INFO : Epoch 1604 | loss: 0.0313027 | val_loss: 0.0312574 | Time: 2298.9 ms
[2022-04-22 23:40:56 main:574] : INFO : Epoch 1605 | loss: 0.0312405 | val_loss: 0.031218 | Time: 2302.1 ms
[2022-04-22 23:40:58 main:574] : INFO : Epoch 1606 | loss: 0.031209 | val_loss: 0.0311943 | Time: 2295.86 ms
[2022-04-22 23:41:00 main:574] : INFO : Epoch 1607 | loss: 0.031189 | val_loss: 0.0311803 | Time: 2301.95 ms
[2022-04-22 23:41:03 main:574] : INFO : Epoch 1608 | loss: 0.0311739 | val_loss: 0.0311699 | Time: 2301.77 ms
[2022-04-22 23:41:05 main:574] : INFO : Epoch 1609 | loss: 0.0311636 | val_loss: 0.0311684 | Time: 2303.38 ms
[2022-04-22 23:41:07 main:574] : INFO : Epoch 1610 | loss: 0.0311571 | val_loss: 0.0311613 | Time: 2299.65 ms
[2022-04-22 23:41:10 main:574] : INFO : Epoch 1611 | loss: 0.0311531 | val_loss: 0.03116 | Time: 2296.24 ms
[2022-04-22 23:41:12 main:574] : INFO : Epoch 1612 | loss: 0.0311511 | val_loss: 0.0311615 | Time: 2299.86 ms
[2022-04-22 23:41:14 main:574] : INFO : Epoch 1613 | loss: 0.0311508 | val_loss: 0.0311585 | Time: 2302.31 ms
[2022-04-22 23:41:17 main:574] : INFO : Epoch 1614 | loss: 0.0311477 | val_loss: 0.0311544 | Time: 2302.1 ms
[2022-04-22 23:41:19 main:574] : INFO : Epoch 1615 | loss: 0.031146 | val_loss: 0.0311584 | Time: 2297.33 ms
[2022-04-22 23:41:21 main:574] : INFO : Epoch 1616 | loss: 0.031157 | val_loss: 0.0311643 | Time: 2301.44 ms
[2022-04-22 23:41:24 main:574] : INFO : Epoch 1617 | loss: 0.0311578 | val_loss: 0.0311632 | Time: 2303.17 ms
[2022-04-22 23:41:26 main:574] : INFO : Epoch 1618 | loss: 0.0311541 | val_loss: 0.0311617 | Time: 2299.88 ms
[2022-04-22 23:41:28 main:574] : INFO : Epoch 1619 | loss: 0.0311507 | val_loss: 0.0311574 | Time: 2301.38 ms
[2022-04-22 23:41:30 main:574] : INFO : Epoch 1620 | loss: 0.0311466 | val_loss: 0.031158 | Time: 2299.6 ms
[2022-04-22 23:41:33 main:574] : INFO : Epoch 1621 | loss: 0.0311446 | val_loss: 0.0311572 | Time: 2302.84 ms
[2022-04-22 23:41:35 main:574] : INFO : Epoch 1622 | loss: 0.0311436 | val_loss: 0.0311562 | Time: 2302.23 ms
[2022-04-22 23:41:37 main:574] : INFO : Epoch 1623 | loss: 0.0311413 | val_loss: 0.0311598 | Time: 2305.65 ms
[2022-04-22 23:41:40 main:574] : INFO : Epoch 1624 | loss: 0.0311383 | val_loss: 0.031156 | Time: 2304.59 ms
[2022-04-22 23:41:42 main:574] : INFO : Epoch 1625 | loss: 0.0311387 | val_loss: 0.0311589 | Time: 2302.47 ms
[2022-04-22 23:41:44 main:574] : INFO : Epoch 1626 | loss: 0.0311394 | val_loss: 0.0311585 | Time: 2306.24 ms
[2022-04-22 23:41:47 main:574] : INFO : Epoch 1627 | loss: 0.0311376 | val_loss: 0.0311581 | Time: 2306.04 ms
[2022-04-22 23:41:49 main:574] : INFO : Epoch 1628 | loss: 0.0311376 | val_loss: 0.031158 | Time: 2301.65 ms
[2022-04-22 23:41:51 main:574] : INFO : Epoch 1629 | loss: 0.0311357 | val_loss: 0.0311578 | Time: 2295.64 ms
[2022-04-22 23:41:54 main:574] : INFO : Epoch 1630 | loss: 0.0311357 | val_loss: 0.0311593 | Time: 2299.47 ms
[2022-04-22 23:41:56 main:574] : INFO : Epoch 1631 | loss: 0.0311365 | val_loss: 0.0311617 | Time: 2300.92 ms
[2022-04-22 23:41:58 main:574] : INFO : Epoch 1632 | loss: 0.0311362 | val_loss: 0.0311626 | Time: 2299.76 ms
[2022-04-22 23:42:00 main:574] : INFO : Epoch 1633 | loss: 0.0311336 | val_loss: 0.0311607 | Time: 2295.12 ms
[2022-04-22 23:42:03 main:574] : INFO : Epoch 1634 | loss: 0.0311342 | val_loss: 0.0311702 | Time: 2300.63 ms
[2022-04-22 23:42:05 main:574] : INFO : Epoch 1635 | loss: 0.0311378 | val_loss: 0.0311606 | Time: 2303.92 ms
[2022-04-22 23:42:07 main:574] : INFO : Epoch 1636 | loss: 0.0311353 | val_loss: 0.0311647 | Time: 2304.33 ms
[2022-04-22 23:42:10 main:574] : INFO : Epoch 1637 | loss: 0.0311319 | val_loss: 0.0311609 | Time: 2305.48 ms
[2022-04-22 23:42:12 main:574] : INFO : Epoch 1638 | loss: 0.0311298 | val_loss: 0.0311635 | Time: 2302.47 ms
[2022-04-22 23:42:14 main:574] : INFO : Epoch 1639 | loss: 0.0311298 | val_loss: 0.0311605 | Time: 2299.12 ms
[2022-04-22 23:42:17 main:574] : INFO : Epoch 1640 | loss: 0.031129 | val_loss: 0.0311614 | Time: 2301.1 ms
[2022-04-22 23:42:19 main:574] : INFO : Epoch 1641 | loss: 0.0311284 | val_loss: 0.0311638 | Time: 2302.26 ms
[2022-04-22 23:42:21 main:574] : INFO : Epoch 1642 | loss: 0.0311273 | val_loss: 0.0311623 | Time: 2303.37 ms
[2022-04-22 23:42:24 main:574] : INFO : Epoch 1643 | loss: 0.0311286 | val_loss: 0.0311625 | Time: 2305.11 ms
[2022-04-22 23:42:26 main:574] : INFO : Epoch 1644 | loss: 0.0311265 | val_loss: 0.0311671 | Time: 2306.71 ms
[2022-04-22 23:42:28 main:574] : INFO : Epoch 1645 | loss: 0.0311258 | val_loss: 0.0311621 | Time: 2303.15 ms
[2022-04-22 23:42:31 main:574] : INFO : Epoch 1646 | loss: 0.0311269 | val_loss: 0.0311601 | Time: 2303.11 ms
[2022-04-22 23:42:33 main:574] : INFO : Epoch 1647 | loss: 0.0311287 | val_loss: 0.0311631 | Time: 2303.6 ms
[2022-04-22 23:42:35 main:574] : INFO : Epoch 1648 | loss: 0.0311255 | val_loss: 0.0311621 | Time: 2299.15 ms
[2022-04-22 23:42:37 main:574] : INFO : Epoch 1649 | loss: 0.0311301 | val_loss: 0.0311631 | Time: 2304.87 ms
[2022-04-22 23:42:40 main:574] : INFO : Epoch 1650 | loss: 0.0311303 | val_loss: 0.0311621 | Time: 2302.97 ms
[2022-04-22 23:42:42 main:574] : INFO : Epoch 1651 | loss: 0.0311258 | val_loss: 0.0311603 | Time: 2302.24 ms
[2022-04-22 23:42:44 main:574] : INFO : Epoch 1652 | loss: 0.0311282 | val_loss: 0.0311586 | Time: 2303.18 ms
[2022-04-22 23:42:47 main:574] : INFO : Epoch 1653 | loss: 0.0311373 | val_loss: 0.0311651 | Time: 2299.54 ms
[2022-04-22 23:42:49 main:574] : INFO : Epoch 1654 | loss: 0.0311339 | val_loss: 0.0311612 | Time: 2301.87 ms
[2022-04-22 23:42:51 main:574] : INFO : Epoch 1655 | loss: 0.0311309 | val_loss: 0.0311618 | Time: 2298.09 ms
[2022-04-22 23:42:54 main:574] : INFO : Epoch 1656 | loss: 0.0311306 | val_loss: 0.03116 | Time: 2302.61 ms
[2022-04-22 23:42:56 main:574] : INFO : Epoch 1657 | loss: 0.0311306 | val_loss: 0.0311589 | Time: 2302.19 ms
[2022-04-22 23:42:58 main:574] : INFO : Epoch 1658 | loss: 0.0311283 | val_loss: 0.0311617 | Time: 2302.34 ms
[2022-04-22 23:43:01 main:574] : INFO : Epoch 1659 | loss: 0.0311285 | val_loss: 0.0311664 | Time: 2299.93 ms
[2022-04-22 23:43:03 main:574] : INFO : Epoch 1660 | loss: 0.0311284 | val_loss: 0.0311637 | Time: 2298.53 ms
[2022-04-22 23:43:05 main:574] : INFO : Epoch 1661 | loss: 0.0311263 | val_loss: 0.0311664 | Time: 2298.77 ms
[2022-04-22 23:43:07 main:574] : INFO : Epoch 1662 | loss: 0.0311328 | val_loss: 0.0311654 | Time: 2297.92 ms
[2022-04-22 23:43:10 main:574] : INFO : Epoch 1663 | loss: 0.0311334 | val_loss: 0.0311614 | Time: 2301.75 ms
[2022-04-22 23:43:12 main:574] : INFO : Epoch 1664 | loss: 0.0311332 | val_loss: 0.0311604 | Time: 2300.83 ms
[2022-04-22 23:43:14 main:574] : INFO : Epoch 1665 | loss: 0.0311321 | val_loss: 0.0311589 | Time: 2303.45 ms
[2022-04-22 23:43:17 main:574] : INFO : Epoch 1666 | loss: 0.0311288 | val_loss: 0.0311619 | Time: 2304.43 ms
[2022-04-22 23:43:19 main:574] : INFO : Epoch 1667 | loss: 0.0311269 | val_loss: 0.0311622 | Time: 2299.81 ms
[2022-04-22 23:43:21 main:574] : INFO : Epoch 1668 | loss: 0.0311278 | val_loss: 0.0311621 | Time: 2304.58 ms
[2022-04-22 23:43:24 main:574] : INFO : Epoch 1669 | loss: 0.0311267 | val_loss: 0.0311596 | Time: 2302.41 ms
[2022-04-22 23:43:26 main:574] : INFO : Epoch 1670 | loss: 0.0311246 | val_loss: 0.0311602 | Time: 2303.93 ms
[2022-04-22 23:43:28 main:574] : INFO : Epoch 1671 | loss: 0.0311265 | val_loss: 0.0311611 | Time: 2310.65 ms
[2022-04-22 23:43:31 main:574] : INFO : Epoch 1672 | loss: 0.0311277 | val_loss: 0.0311618 | Time: 2359.53 ms
[2022-04-22 23:43:33 main:574] : INFO : Epoch 1673 | loss: 0.0311314 | val_loss: 0.031161 | Time: 2355.02 ms
[2022-04-22 23:43:35 main:574] : INFO : Epoch 1674 | loss: 0.0311322 | val_loss: 0.0311606 | Time: 2342.78 ms
[2022-04-22 23:43:38 main:574] : INFO : Epoch 1675 | loss: 0.0311301 | val_loss: 0.0311666 | Time: 2350.5 ms
[2022-04-22 23:43:40 main:574] : INFO : Epoch 1676 | loss: 0.0311286 | val_loss: 0.0311631 | Time: 2353.37 ms
[2022-04-22 23:43:42 main:574] : INFO : Epoch 1677 | loss: 0.0311268 | val_loss: 0.0311665 | Time: 2346.25 ms
[2022-04-22 23:43:45 main:574] : INFO : Epoch 1678 | loss: 0.0311263 | val_loss: 0.0311626 | Time: 2339.32 ms
[2022-04-22 23:43:47 main:574] : INFO : Epoch 1679 | loss: 0.0311265 | val_loss: 0.031166 | Time: 2353.41 ms
[2022-04-22 23:43:50 main:574] : INFO : Epoch 1680 | loss: 0.0311264 | val_loss: 0.0311638 | Time: 2349.16 ms
[2022-04-22 23:43:52 main:574] : INFO : Epoch 1681 | loss: 0.0311263 | val_loss: 0.0311651 | Time: 2331.96 ms
[2022-04-22 23:43:54 main:574] : INFO : Epoch 1682 | loss: 0.0311244 | val_loss: 0.0311665 | Time: 2311.14 ms
[2022-04-22 23:43:57 main:574] : INFO : Epoch 1683 | loss: 0.0311249 | val_loss: 0.031165 | Time: 2301.71 ms
[2022-04-22 23:43:59 main:574] : INFO : Epoch 1684 | loss: 0.0311293 | val_loss: 0.031164 | Time: 2303.97 ms
[2022-04-22 23:44:01 main:574] : INFO : Epoch 1685 | loss: 0.0311309 | val_loss: 0.0311693 | Time: 2311.07 ms
[2022-04-22 23:44:03 main:574] : INFO : Epoch 1686 | loss: 0.031129 | val_loss: 0.0311617 | Time: 2302.64 ms
[2022-04-22 23:44:06 main:574] : INFO : Epoch 1687 | loss: 0.0311263 | val_loss: 0.0311678 | Time: 2305.66 ms
[2022-04-22 23:44:08 main:574] : INFO : Epoch 1688 | loss: 0.0311239 | val_loss: 0.0311678 | Time: 2297.03 ms
[2022-04-22 23:44:10 main:574] : INFO : Epoch 1689 | loss: 0.0311259 | val_loss: 0.0311698 | Time: 2299.87 ms
[2022-04-22 23:44:13 main:574] : INFO : Epoch 1690 | loss: 0.0311258 | val_loss: 0.0311664 | Time: 2301.57 ms
[2022-04-22 23:44:15 main:574] : INFO : Epoch 1691 | loss: 0.0311264 | val_loss: 0.0311672 | Time: 2304.92 ms
[2022-04-22 23:44:17 main:574] : INFO : Epoch 1692 | loss: 0.0311264 | val_loss: 0.0311607 | Time: 2300.82 ms
[2022-04-22 23:44:20 main:574] : INFO : Epoch 1693 | loss: 0.0311272 | val_loss: 0.0311644 | Time: 2304.96 ms
[2022-04-22 23:44:22 main:574] : INFO : Epoch 1694 | loss: 0.0311247 | val_loss: 0.0311628 | Time: 2305.76 ms
[2022-04-22 23:44:24 main:574] : INFO : Epoch 1695 | loss: 0.0311223 | val_loss: 0.0311641 | Time: 2300.51 ms
[2022-04-22 23:44:27 main:574] : INFO : Epoch 1696 | loss: 0.0311224 | val_loss: 0.031169 | Time: 2302.65 ms
[2022-04-22 23:44:29 main:574] : INFO : Epoch 1697 | loss: 0.031122 | val_loss: 0.0311643 | Time: 2304.26 ms
[2022-04-22 23:44:31 main:574] : INFO : Epoch 1698 | loss: 0.0311219 | val_loss: 0.0311651 | Time: 2304.21 ms
[2022-04-22 23:44:34 main:574] : INFO : Epoch 1699 | loss: 0.0311203 | val_loss: 0.0311672 | Time: 2307.01 ms
[2022-04-22 23:44:36 main:574] : INFO : Epoch 1700 | loss: 0.0311211 | val_loss: 0.031165 | Time: 2302.88 ms
[2022-04-22 23:44:38 main:574] : INFO : Epoch 1701 | loss: 0.0311245 | val_loss: 0.0311629 | Time: 2308.44 ms
[2022-04-22 23:44:40 main:574] : INFO : Epoch 1702 | loss: 0.0311241 | val_loss: 0.0311671 | Time: 2304.8 ms
[2022-04-22 23:44:43 main:574] : INFO : Epoch 1703 | loss: 0.0311224 | val_loss: 0.0311616 | Time: 2304.05 ms
[2022-04-22 23:44:45 main:574] : INFO : Epoch 1704 | loss: 0.0311216 | val_loss: 0.0311678 | Time: 2301.81 ms
[2022-04-22 23:44:47 main:574] : INFO : Epoch 1705 | loss: 0.0311212 | val_loss: 0.0311633 | Time: 2304.71 ms
[2022-04-22 23:44:50 main:574] : INFO : Epoch 1706 | loss: 0.0311216 | val_loss: 0.0311648 | Time: 2301.8 ms
[2022-04-22 23:44:52 main:574] : INFO : Epoch 1707 | loss: 0.0311228 | val_loss: 0.0311667 | Time: 2305.79 ms
[2022-04-22 23:44:54 main:574] : INFO : Epoch 1708 | loss: 0.031128 | val_loss: 0.0311677 | Time: 2302.62 ms
[2022-04-22 23:44:57 main:574] : INFO : Epoch 1709 | loss: 0.0311249 | val_loss: 0.031169 | Time: 2301.36 ms
[2022-04-22 23:44:59 main:574] : INFO : Epoch 1710 | loss: 0.0311265 | val_loss: 0.0311708 | Time: 2302.5 ms
[2022-04-22 23:45:01 main:574] : INFO : Epoch 1711 | loss: 0.0311272 | val_loss: 0.0311626 | Time: 2302.08 ms
[2022-04-22 23:45:04 main:574] : INFO : Epoch 1712 | loss: 0.0311251 | val_loss: 0.0311661 | Time: 2302.55 ms
[2022-04-22 23:45:06 main:574] : INFO : Epoch 1713 | loss: 0.0311233 | val_loss: 0.0311637 | Time: 2300.09 ms
[2022-04-22 23:45:08 main:574] : INFO : Epoch 1714 | loss: 0.0311259 | val_loss: 0.031166 | Time: 2300.02 ms
[2022-04-22 23:45:11 main:574] : INFO : Epoch 1715 | loss: 0.031135 | val_loss: 0.0311637 | Time: 2303.8 ms
[2022-04-22 23:45:13 main:574] : INFO : Epoch 1716 | loss: 0.0311353 | val_loss: 0.0311605 | Time: 2301.65 ms
[2022-04-22 23:45:15 main:574] : INFO : Epoch 1717 | loss: 0.0311319 | val_loss: 0.0311616 | Time: 2301.66 ms
[2022-04-22 23:45:17 main:574] : INFO : Epoch 1718 | loss: 0.0311353 | val_loss: 0.0311642 | Time: 2302.67 ms
[2022-04-22 23:45:20 main:574] : INFO : Epoch 1719 | loss: 0.0311333 | val_loss: 0.0311605 | Time: 2306.97 ms
[2022-04-22 23:45:22 main:574] : INFO : Epoch 1720 | loss: 0.0311328 | val_loss: 0.031159 | Time: 2303.67 ms
[2022-04-22 23:45:24 main:574] : INFO : Epoch 1721 | loss: 0.0311298 | val_loss: 0.0311614 | Time: 2305.67 ms
[2022-04-22 23:45:27 main:574] : INFO : Epoch 1722 | loss: 0.0311274 | val_loss: 0.0311643 | Time: 2307.15 ms
[2022-04-22 23:45:29 main:574] : INFO : Epoch 1723 | loss: 0.0311302 | val_loss: 0.0311651 | Time: 2305.17 ms
[2022-04-22 23:45:31 main:574] : INFO : Epoch 1724 | loss: 0.0311323 | val_loss: 0.0311715 | Time: 2308.6 ms
[2022-04-22 23:45:34 main:574] : INFO : Epoch 1725 | loss: 0.0311347 | val_loss: 0.0311616 | Time: 2302.18 ms
[2022-04-22 23:45:36 main:574] : INFO : Epoch 1726 | loss: 0.0311288 | val_loss: 0.0311595 | Time: 2305.71 ms
[2022-04-22 23:45:38 main:574] : INFO : Epoch 1727 | loss: 0.0311284 | val_loss: 0.0311666 | Time: 2302.73 ms
[2022-04-22 23:45:41 main:574] : INFO : Epoch 1728 | loss: 0.031129 | val_loss: 0.0311668 | Time: 2307.16 ms
[2022-04-22 23:45:43 main:574] : INFO : Epoch 1729 | loss: 0.0311268 | val_loss: 0.0311596 | Time: 2304.52 ms
[2022-04-22 23:45:45 main:574] : INFO : Epoch 1730 | loss: 0.0311279 | val_loss: 0.0311627 | Time: 2298.92 ms
[2022-04-22 23:45:47 main:574] : INFO : Epoch 1731 | loss: 0.0311282 | val_loss: 0.0311626 | Time: 2300.45 ms
[2022-04-22 23:45:50 main:574] : INFO : Epoch 1732 | loss: 0.0311296 | val_loss: 0.0311658 | Time: 2300.61 ms
[2022-04-22 23:45:52 main:574] : INFO : Epoch 1733 | loss: 0.0311262 | val_loss: 0.0311616 | Time: 2304.49 ms
[2022-04-22 23:45:54 main:574] : INFO : Epoch 1734 | loss: 0.0311256 | val_loss: 0.0311595 | Time: 2300.17 ms
[2022-04-22 23:45:57 main:574] : INFO : Epoch 1735 | loss: 0.0311264 | val_loss: 0.031162 | Time: 2303.55 ms
[2022-04-22 23:45:59 main:574] : INFO : Epoch 1736 | loss: 0.0311234 | val_loss: 0.0311619 | Time: 2302.17 ms
[2022-04-22 23:46:01 main:574] : INFO : Epoch 1737 | loss: 0.0311223 | val_loss: 0.0311723 | Time: 2301.78 ms
[2022-04-22 23:46:04 main:574] : INFO : Epoch 1738 | loss: 0.0311262 | val_loss: 0.0311767 | Time: 2300.18 ms
[2022-04-22 23:46:06 main:574] : INFO : Epoch 1739 | loss: 0.0311478 | val_loss: 0.0311642 | Time: 2301.76 ms
[2022-04-22 23:46:08 main:574] : INFO : Epoch 1740 | loss: 0.0311547 | val_loss: 0.0311607 | Time: 2305.29 ms
[2022-04-22 23:46:11 main:574] : INFO : Epoch 1741 | loss: 0.0311518 | val_loss: 0.0311577 | Time: 2301.52 ms
[2022-04-22 23:46:13 main:574] : INFO : Epoch 1742 | loss: 0.0311489 | val_loss: 0.0311592 | Time: 2303.89 ms
[2022-04-22 23:46:15 main:574] : INFO : Epoch 1743 | loss: 0.031148 | val_loss: 0.0311562 | Time: 2304.76 ms
[2022-04-22 23:46:18 main:574] : INFO : Epoch 1744 | loss: 0.0311456 | val_loss: 0.0311592 | Time: 2302.92 ms
[2022-04-22 23:46:20 main:574] : INFO : Epoch 1745 | loss: 0.0311457 | val_loss: 0.0311573 | Time: 2302.27 ms
[2022-04-22 23:46:22 main:574] : INFO : Epoch 1746 | loss: 0.0311428 | val_loss: 0.0311585 | Time: 2306.11 ms
[2022-04-22 23:46:24 main:574] : INFO : Epoch 1747 | loss: 0.0311482 | val_loss: 0.0311583 | Time: 2305.77 ms
[2022-04-22 23:46:27 main:574] : INFO : Epoch 1748 | loss: 0.0311544 | val_loss: 0.0311623 | Time: 2305.21 ms
[2022-04-22 23:46:29 main:574] : INFO : Epoch 1749 | loss: 0.031158 | val_loss: 0.0311609 | Time: 2304.2 ms
[2022-04-22 23:46:31 main:574] : INFO : Epoch 1750 | loss: 0.0311555 | val_loss: 0.0311607 | Time: 2305.32 ms
[2022-04-22 23:46:34 main:574] : INFO : Epoch 1751 | loss: 0.0311541 | val_loss: 0.0311565 | Time: 2302.92 ms
[2022-04-22 23:46:36 main:574] : INFO : Epoch 1752 | loss: 0.0311509 | val_loss: 0.0311606 | Time: 2299.23 ms
[2022-04-22 23:46:38 main:574] : INFO : Epoch 1753 | loss: 0.0311521 | val_loss: 0.0311588 | Time: 2298.41 ms
[2022-04-22 23:46:41 main:574] : INFO : Epoch 1754 | loss: 0.0311491 | val_loss: 0.0311568 | Time: 2302.19 ms
[2022-04-22 23:46:43 main:574] : INFO : Epoch 1755 | loss: 0.0311477 | val_loss: 0.0311565 | Time: 2300.76 ms
[2022-04-22 23:46:45 main:574] : INFO : Epoch 1756 | loss: 0.031147 | val_loss: 0.031157 | Time: 2300.15 ms
[2022-04-22 23:46:48 main:574] : INFO : Epoch 1757 | loss: 0.0311462 | val_loss: 0.0311562 | Time: 2299.64 ms
[2022-04-22 23:46:50 main:574] : INFO : Epoch 1758 | loss: 0.0311444 | val_loss: 0.0311568 | Time: 2299.65 ms
[2022-04-22 23:46:52 main:574] : INFO : Epoch 1759 | loss: 0.0311474 | val_loss: 0.0311648 | Time: 2329.17 ms
[2022-04-22 23:46:55 main:574] : INFO : Epoch 1760 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 2303.12 ms
[2022-04-22 23:46:57 main:574] : INFO : Epoch 1761 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 2305.43 ms
[2022-04-22 23:46:59 main:574] : INFO : Epoch 1762 | loss: 0.0311749 | val_loss: 0.0311751 | Time: 2303.43 ms
[2022-04-22 23:47:02 main:574] : INFO : Epoch 1763 | loss: 0.03117 | val_loss: 0.0311719 | Time: 2535.51 ms
[2022-04-22 23:47:04 main:574] : INFO : Epoch 1764 | loss: 0.0311681 | val_loss: 0.0311718 | Time: 2345.14 ms
[2022-04-22 23:47:06 main:574] : INFO : Epoch 1765 | loss: 0.0311668 | val_loss: 0.0311709 | Time: 2330.53 ms
[2022-04-22 23:47:09 main:574] : INFO : Epoch 1766 | loss: 0.0311659 | val_loss: 0.03117 | Time: 2764.32 ms
[2022-04-22 23:47:12 main:574] : INFO : Epoch 1767 | loss: 0.0311647 | val_loss: 0.031173 | Time: 2504.55 ms
[2022-04-22 23:47:14 main:574] : INFO : Epoch 1768 | loss: 0.0311674 | val_loss: 0.0311728 | Time: 2350.73 ms
[2022-04-22 23:47:16 main:574] : INFO : Epoch 1769 | loss: 0.0311661 | val_loss: 0.0311691 | Time: 2341.39 ms
[2022-04-22 23:47:19 main:574] : INFO : Epoch 1770 | loss: 0.0311635 | val_loss: 0.0311692 | Time: 2313.87 ms
[2022-04-22 23:47:21 main:574] : INFO : Epoch 1771 | loss: 0.0311618 | val_loss: 0.0311677 | Time: 2302.27 ms
[2022-04-22 23:47:23 main:574] : INFO : Epoch 1772 | loss: 0.0311605 | val_loss: 0.0311671 | Time: 2299.07 ms
[2022-04-22 23:47:26 main:574] : INFO : Epoch 1773 | loss: 0.0311597 | val_loss: 0.031168 | Time: 2299.01 ms
[2022-04-22 23:47:28 main:574] : INFO : Epoch 1774 | loss: 0.0311607 | val_loss: 0.0311702 | Time: 2293.88 ms
[2022-04-22 23:47:30 main:574] : INFO : Epoch 1775 | loss: 0.0311608 | val_loss: 0.0311671 | Time: 2297.18 ms
[2022-04-22 23:47:33 main:574] : INFO : Epoch 1776 | loss: 0.0311581 | val_loss: 0.0311681 | Time: 2295.58 ms
[2022-04-22 23:47:35 main:574] : INFO : Epoch 1777 | loss: 0.0311568 | val_loss: 0.0311646 | Time: 2295.28 ms
[2022-04-22 23:47:37 main:574] : INFO : Epoch 1778 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 2295.2 ms
[2022-04-22 23:47:40 main:574] : INFO : Epoch 1779 | loss: 0.0311558 | val_loss: 0.0311666 | Time: 2295.21 ms
[2022-04-22 23:47:42 main:574] : INFO : Epoch 1780 | loss: 0.0311555 | val_loss: 0.0311668 | Time: 2297.03 ms
[2022-04-22 23:47:44 main:574] : INFO : Epoch 1781 | loss: 0.031155 | val_loss: 0.0311652 | Time: 2291.48 ms
[2022-04-22 23:47:46 main:574] : INFO : Epoch 1782 | loss: 0.0311554 | val_loss: 0.0311664 | Time: 2291.48 ms
[2022-04-22 23:47:49 main:574] : INFO : Epoch 1783 | loss: 0.031154 | val_loss: 0.0311668 | Time: 2303.04 ms
[2022-04-22 23:47:51 main:574] : INFO : Epoch 1784 | loss: 0.0311542 | val_loss: 0.0311668 | Time: 2299.94 ms
[2022-04-22 23:47:53 main:574] : INFO : Epoch 1785 | loss: 0.0311538 | val_loss: 0.0311675 | Time: 2305.4 ms
[2022-04-22 23:47:56 main:574] : INFO : Epoch 1786 | loss: 0.0311536 | val_loss: 0.0311675 | Time: 2295.12 ms
[2022-04-22 23:47:58 main:574] : INFO : Epoch 1787 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 2295.42 ms
[2022-04-22 23:48:00 main:574] : INFO : Epoch 1788 | loss: 0.0311528 | val_loss: 0.031167 | Time: 2296.23 ms
[2022-04-22 23:48:03 main:574] : INFO : Epoch 1789 | loss: 0.0311535 | val_loss: 0.0311661 | Time: 2290.86 ms
[2022-04-22 23:48:05 main:574] : INFO : Epoch 1790 | loss: 0.0311528 | val_loss: 0.0311686 | Time: 2295.18 ms
[2022-04-22 23:48:07 main:574] : INFO : Epoch 1791 | loss: 0.0311543 | val_loss: 0.0311691 | Time: 2293.9 ms
[2022-04-22 23:48:09 main:574] : INFO : Epoch 1792 | loss: 0.0311517 | val_loss: 0.0311699 | Time: 2295.51 ms
[2022-04-22 23:48:12 main:574] : INFO : Epoch 1793 | loss: 0.0311518 | val_loss: 0.0311661 | Time: 2292.19 ms
[2022-04-22 23:48:14 main:574] : INFO : Epoch 1794 | loss: 0.0311544 | val_loss: 0.0311671 | Time: 2296.18 ms
[2022-04-22 23:48:16 main:574] : INFO : Epoch 1795 | loss: 0.031157 | val_loss: 0.0311623 | Time: 2291.63 ms
[2022-04-22 23:48:19 main:574] : INFO : Epoch 1796 | loss: 0.0311551 | val_loss: 0.0311658 | Time: 2294.39 ms
[2022-04-22 23:48:21 main:574] : INFO : Epoch 1797 | loss: 0.0311579 | val_loss: 0.0311703 | Time: 2294.88 ms
[2022-04-22 23:48:23 main:574] : INFO : Epoch 1798 | loss: 0.0311588 | val_loss: 0.0311628 | Time: 2307.56 ms
[2022-04-22 23:48:26 main:574] : INFO : Epoch 1799 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 2295.37 ms
[2022-04-22 23:48:28 main:574] : INFO : Epoch 1800 | loss: 0.0311554 | val_loss: 0.0311625 | Time: 2294.7 ms
[2022-04-22 23:48:30 main:574] : INFO : Epoch 1801 | loss: 0.0311533 | val_loss: 0.0311617 | Time: 2298.69 ms
[2022-04-22 23:48:33 main:574] : INFO : Epoch 1802 | loss: 0.0311522 | val_loss: 0.0311637 | Time: 2295.29 ms
[2022-04-22 23:48:35 main:574] : INFO : Epoch 1803 | loss: 0.0311535 | val_loss: 0.0311614 | Time: 2294.75 ms
[2022-04-22 23:48:37 main:574] : INFO : Epoch 1804 | loss: 0.0311513 | val_loss: 0.0311618 | Time: 2296.65 ms
[2022-04-22 23:48:39 main:574] : INFO : Epoch 1805 | loss: 0.0311503 | val_loss: 0.0311626 | Time: 2292.56 ms
[2022-04-22 23:48:42 main:574] : INFO : Epoch 1806 | loss: 0.0311505 | val_loss: 0.0311661 | Time: 2293.38 ms
[2022-04-22 23:48:44 main:574] : INFO : Epoch 1807 | loss: 0.0311505 | val_loss: 0.0311649 | Time: 2293.16 ms
[2022-04-22 23:48:46 main:574] : INFO : Epoch 1808 | loss: 0.0311504 | val_loss: 0.0311619 | Time: 2301.12 ms
[2022-04-22 23:48:49 main:574] : INFO : Epoch 1809 | loss: 0.0311503 | val_loss: 0.0311625 | Time: 2300.8 ms
[2022-04-22 23:48:51 main:574] : INFO : Epoch 1810 | loss: 0.0311494 | val_loss: 0.0311621 | Time: 2303.68 ms
[2022-04-22 23:48:53 main:574] : INFO : Epoch 1811 | loss: 0.0311539 | val_loss: 0.0311682 | Time: 2295.72 ms
[2022-04-22 23:48:56 main:574] : INFO : Epoch 1812 | loss: 0.0311639 | val_loss: 0.0311665 | Time: 2295.48 ms
[2022-04-22 23:48:58 main:574] : INFO : Epoch 1813 | loss: 0.0311615 | val_loss: 0.0311667 | Time: 2301.05 ms
[2022-04-22 23:49:00 main:574] : INFO : Epoch 1814 | loss: 0.0311608 | val_loss: 0.031167 | Time: 2298.92 ms
[2022-04-22 23:49:03 main:574] : INFO : Epoch 1815 | loss: 0.0311598 | val_loss: 0.031168 | Time: 2303.9 ms
[2022-04-22 23:49:05 main:574] : INFO : Epoch 1816 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 2295.05 ms
[2022-04-22 23:49:07 main:574] : INFO : Epoch 1817 | loss: 0.0311596 | val_loss: 0.0311664 | Time: 2297.34 ms
[2022-04-22 23:49:09 main:574] : INFO : Epoch 1818 | loss: 0.03116 | val_loss: 0.031169 | Time: 2296.54 ms
[2022-04-22 23:49:12 main:574] : INFO : Epoch 1819 | loss: 0.0311589 | val_loss: 0.031173 | Time: 2296.32 ms
[2022-04-22 23:49:14 main:574] : INFO : Epoch 1820 | loss: 0.031158 | val_loss: 0.0311671 | Time: 2298.11 ms
[2022-04-22 23:49:16 main:574] : INFO : Epoch 1821 | loss: 0.0311579 | val_loss: 0.0311663 | Time: 2293.3 ms
[2022-04-22 23:49:19 main:574] : INFO : Epoch 1822 | loss: 0.0311556 | val_loss: 0.0311657 | Time: 2299.36 ms
[2022-04-22 23:49:21 main:574] : INFO : Epoch 1823 | loss: 0.0311546 | val_loss: 0.0311633 | Time: 2298.8 ms
[2022-04-22 23:49:23 main:574] : INFO : Epoch 1824 | loss: 0.0311545 | val_loss: 0.0311624 | Time: 2299.58 ms
[2022-04-22 23:49:26 main:574] : INFO : Epoch 1825 | loss: 0.0311502 | val_loss: 0.0311605 | Time: 2294.12 ms
[2022-04-22 23:49:28 main:574] : INFO : Epoch 1826 | loss: 0.0311494 | val_loss: 0.0311589 | Time: 2299.14 ms
[2022-04-22 23:49:30 main:574] : INFO : Epoch 1827 | loss: 0.0311475 | val_loss: 0.0311587 | Time: 2305.22 ms
[2022-04-22 23:49:33 main:574] : INFO : Epoch 1828 | loss: 0.0311472 | val_loss: 0.0311596 | Time: 2301.97 ms
[2022-04-22 23:49:35 main:574] : INFO : Epoch 1829 | loss: 0.0311453 | val_loss: 0.0311595 | Time: 2298.99 ms
[2022-04-22 23:49:37 main:574] : INFO : Epoch 1830 | loss: 0.0311461 | val_loss: 0.0311589 | Time: 2299.46 ms
[2022-04-22 23:49:39 main:574] : INFO : Epoch 1831 | loss: 0.0311452 | val_loss: 0.0311629 | Time: 2297.28 ms
[2022-04-22 23:49:42 main:574] : INFO : Epoch 1832 | loss: 0.0311448 | val_loss: 0.0311604 | Time: 2294.92 ms
[2022-04-22 23:49:44 main:574] : INFO : Epoch 1833 | loss: 0.0311426 | val_loss: 0.031162 | Time: 2296.84 ms
[2022-04-22 23:49:46 main:574] : INFO : Epoch 1834 | loss: 0.0311433 | val_loss: 0.0311629 | Time: 2294.6 ms
[2022-04-22 23:49:49 main:574] : INFO : Epoch 1835 | loss: 0.0311439 | val_loss: 0.0311666 | Time: 2293.06 ms
[2022-04-22 23:49:51 main:574] : INFO : Epoch 1836 | loss: 0.0311425 | val_loss: 0.0311589 | Time: 2299.64 ms
[2022-04-22 23:49:53 main:574] : INFO : Epoch 1837 | loss: 0.0311433 | val_loss: 0.0311662 | Time: 2296.27 ms
[2022-04-22 23:49:56 main:574] : INFO : Epoch 1838 | loss: 0.0311458 | val_loss: 0.0311612 | Time: 2297.81 ms
[2022-04-22 23:49:58 main:574] : INFO : Epoch 1839 | loss: 0.0311464 | val_loss: 0.0311651 | Time: 2293.99 ms
[2022-04-22 23:50:00 main:574] : INFO : Epoch 1840 | loss: 0.0311443 | val_loss: 0.0311619 | Time: 2298.27 ms
[2022-04-22 23:50:02 main:574] : INFO : Epoch 1841 | loss: 0.0311446 | val_loss: 0.0311599 | Time: 2303.26 ms
[2022-04-22 23:50:05 main:574] : INFO : Epoch 1842 | loss: 0.0311441 | val_loss: 0.0311655 | Time: 2297.87 ms
[2022-04-22 23:50:07 main:574] : INFO : Epoch 1843 | loss: 0.0311457 | val_loss: 0.0311619 | Time: 2302.65 ms
[2022-04-22 23:50:09 main:574] : INFO : Epoch 1844 | loss: 0.0311415 | val_loss: 0.0311629 | Time: 2299.49 ms
[2022-04-22 23:50:12 main:574] : INFO : Epoch 1845 | loss: 0.0311434 | val_loss: 0.0311623 | Time: 2293.73 ms
[2022-04-22 23:50:14 main:574] : INFO : Epoch 1846 | loss: 0.0311434 | val_loss: 0.0311615 | Time: 2307.22 ms
[2022-04-22 23:50:16 main:574] : INFO : Epoch 1847 | loss: 0.0311432 | val_loss: 0.0311623 | Time: 2296.85 ms
[2022-04-22 23:50:19 main:574] : INFO : Epoch 1848 | loss: 0.0311415 | val_loss: 0.0311659 | Time: 2299.98 ms
[2022-04-22 23:50:21 main:574] : INFO : Epoch 1849 | loss: 0.0311437 | val_loss: 0.0311653 | Time: 2298.52 ms
[2022-04-22 23:50:23 main:574] : INFO : Epoch 1850 | loss: 0.0311435 | val_loss: 0.0311638 | Time: 2301.05 ms
[2022-04-22 23:50:26 main:574] : INFO : Epoch 1851 | loss: 0.0311437 | val_loss: 0.0311661 | Time: 2301.36 ms
[2022-04-22 23:50:28 main:574] : INFO : Epoch 1852 | loss: 0.0311399 | val_loss: 0.0311622 | Time: 2298.83 ms
[2022-04-22 23:50:30 main:574] : INFO : Epoch 1853 | loss: 0.0311388 | val_loss: 0.0311609 | Time: 2299.85 ms
[2022-04-22 23:50:32 main:574] : INFO : Epoch 1854 | loss: 0.0311377 | val_loss: 0.0311616 | Time: 2297.68 ms
[2022-04-22 23:50:35 main:574] : INFO : Epoch 1855 | loss: 0.0311383 | val_loss: 0.0311635 | Time: 2293.18 ms
[2022-04-22 23:50:37 main:574] : INFO : Epoch 1856 | loss: 0.0311372 | val_loss: 0.0311626 | Time: 2296.47 ms
[2022-04-22 23:50:39 main:574] : INFO : Epoch 1857 | loss: 0.0311363 | val_loss: 0.0311637 | Time: 2298.04 ms
[2022-04-22 23:50:42 main:574] : INFO : Epoch 1858 | loss: 0.0311379 | val_loss: 0.031166 | Time: 2296.03 ms
[2022-04-22 23:50:44 main:574] : INFO : Epoch 1859 | loss: 0.0311436 | val_loss: 0.031167 | Time: 2293.94 ms
[2022-04-22 23:50:46 main:574] : INFO : Epoch 1860 | loss: 0.0311371 | val_loss: 0.0311611 | Time: 2296.07 ms
[2022-04-22 23:50:49 main:574] : INFO : Epoch 1861 | loss: 0.0311364 | val_loss: 0.0311615 | Time: 2295.58 ms
[2022-04-22 23:50:51 main:574] : INFO : Epoch 1862 | loss: 0.0311367 | val_loss: 0.0311674 | Time: 2297.51 ms
[2022-04-22 23:50:53 main:574] : INFO : Epoch 1863 | loss: 0.0311361 | val_loss: 0.031161 | Time: 2299.64 ms
[2022-04-22 23:50:56 main:574] : INFO : Epoch 1864 | loss: 0.0311353 | val_loss: 0.0311636 | Time: 2303.96 ms
[2022-04-22 23:50:58 main:574] : INFO : Epoch 1865 | loss: 0.0311367 | val_loss: 0.0311682 | Time: 2297.69 ms
[2022-04-22 23:51:00 main:574] : INFO : Epoch 1866 | loss: 0.0311429 | val_loss: 0.0311625 | Time: 2294.94 ms
[2022-04-22 23:51:02 main:574] : INFO : Epoch 1867 | loss: 0.0311464 | val_loss: 0.0311796 | Time: 2295.83 ms
[2022-04-22 23:51:05 main:574] : INFO : Epoch 1868 | loss: 0.0311455 | val_loss: 0.0311675 | Time: 2295.8 ms
[2022-04-22 23:51:07 main:574] : INFO : Epoch 1869 | loss: 0.0311403 | val_loss: 0.0311645 | Time: 2295.4 ms
[2022-04-22 23:51:09 main:574] : INFO : Epoch 1870 | loss: 0.0311402 | val_loss: 0.0311652 | Time: 2295.75 ms
[2022-04-22 23:51:12 main:574] : INFO : Epoch 1871 | loss: 0.0311488 | val_loss: 0.0311591 | Time: 2298.87 ms
[2022-04-22 23:51:14 main:574] : INFO : Epoch 1872 | loss: 0.031146 | val_loss: 0.0311593 | Time: 2300.61 ms
[2022-04-22 23:51:16 main:574] : INFO : Epoch 1873 | loss: 0.031143 | val_loss: 0.0311566 | Time: 2295.75 ms
[2022-04-22 23:51:19 main:574] : INFO : Epoch 1874 | loss: 0.0311471 | val_loss: 0.0311606 | Time: 2297.92 ms
[2022-04-22 23:51:21 main:574] : INFO : Epoch 1875 | loss: 0.0311424 | val_loss: 0.0311582 | Time: 2296.76 ms
[2022-04-22 23:51:23 main:574] : INFO : Epoch 1876 | loss: 0.0311389 | val_loss: 0.0311601 | Time: 2298.31 ms
[2022-04-22 23:51:25 main:574] : INFO : Epoch 1877 | loss: 0.0311381 | val_loss: 0.0311596 | Time: 2296.6 ms
[2022-04-22 23:51:28 main:574] : INFO : Epoch 1878 | loss: 0.0311374 | val_loss: 0.0311598 | Time: 2302.09 ms
[2022-04-22 23:51:30 main:574] : INFO : Epoch 1879 | loss: 0.0311396 | val_loss: 0.0311602 | Time: 2302.96 ms
[2022-04-22 23:51:32 main:574] : INFO : Epoch 1880 | loss: 0.0311373 | val_loss: 0.0311615 | Time: 2297.42 ms
[2022-04-22 23:51:35 main:574] : INFO : Epoch 1881 | loss: 0.0311369 | val_loss: 0.0311612 | Time: 2295.36 ms
[2022-04-22 23:51:37 main:574] : INFO : Epoch 1882 | loss: 0.031135 | val_loss: 0.0311601 | Time: 2293.72 ms
[2022-04-22 23:51:39 main:574] : INFO : Epoch 1883 | loss: 0.0311367 | val_loss: 0.031161 | Time: 2292.17 ms
[2022-04-22 23:51:42 main:574] : INFO : Epoch 1884 | loss: 0.0311384 | val_loss: 0.0311647 | Time: 2295.37 ms
[2022-04-22 23:51:44 main:574] : INFO : Epoch 1885 | loss: 0.03114 | val_loss: 0.0311658 | Time: 2296.03 ms
[2022-04-22 23:51:46 main:574] : INFO : Epoch 1886 | loss: 0.0311383 | val_loss: 0.0311727 | Time: 2291.54 ms
[2022-04-22 23:51:49 main:574] : INFO : Epoch 1887 | loss: 0.0311429 | val_loss: 0.0311662 | Time: 2295.46 ms
[2022-04-22 23:51:51 main:574] : INFO : Epoch 1888 | loss: 0.0311375 | val_loss: 0.0311608 | Time: 2294.46 ms
[2022-04-22 23:51:53 main:574] : INFO : Epoch 1889 | loss: 0.0311376 | val_loss: 0.0311641 | Time: 2294.82 ms
[2022-04-22 23:51:55 main:574] : INFO : Epoch 1890 | loss: 0.03114 | val_loss: 0.031162 | Time: 2292.82 ms
[2022-04-22 23:51:58 main:574] : INFO : Epoch 1891 | loss: 0.0311391 | val_loss: 0.0311645 | Time: 2293.75 ms
[2022-04-22 23:52:00 main:574] : INFO : Epoch 1892 | loss: 0.0311383 | val_loss: 0.0311685 | Time: 2295.4 ms
[2022-04-22 23:52:02 main:574] : INFO : Epoch 1893 | loss: 0.0311377 | val_loss: 0.0311676 | Time: 2292.83 ms
[2022-04-22 23:52:05 main:574] : INFO : Epoch 1894 | loss: 0.0311377 | val_loss: 0.0311613 | Time: 2297.81 ms
[2022-04-22 23:52:07 main:574] : INFO : Epoch 1895 | loss: 0.0311359 | val_loss: 0.0311654 | Time: 2294.13 ms
[2022-04-22 23:52:09 main:574] : INFO : Epoch 1896 | loss: 0.0311347 | val_loss: 0.0311622 | Time: 2299.92 ms
[2022-04-22 23:52:12 main:574] : INFO : Epoch 1897 | loss: 0.0311416 | val_loss: 0.0311592 | Time: 2294.42 ms
[2022-04-22 23:52:14 main:574] : INFO : Epoch 1898 | loss: 0.0311405 | val_loss: 0.0311615 | Time: 2300.23 ms
[2022-04-22 23:52:16 main:574] : INFO : Epoch 1899 | loss: 0.0311365 | val_loss: 0.0311627 | Time: 2294.96 ms
[2022-04-22 23:52:19 main:574] : INFO : Epoch 1900 | loss: 0.0311384 | val_loss: 0.0311606 | Time: 2293.65 ms
[2022-04-22 23:52:21 main:574] : INFO : Epoch 1901 | loss: 0.0311375 | val_loss: 0.0311624 | Time: 2293.74 ms
[2022-04-22 23:52:23 main:574] : INFO : Epoch 1902 | loss: 0.0311373 | val_loss: 0.0311645 | Time: 2294.38 ms
[2022-04-22 23:52:25 main:574] : INFO : Epoch 1903 | loss: 0.0311378 | val_loss: 0.0311601 | Time: 2297.84 ms
[2022-04-22 23:52:28 main:574] : INFO : Epoch 1904 | loss: 0.0311365 | val_loss: 0.031167 | Time: 2298.31 ms
[2022-04-22 23:52:30 main:574] : INFO : Epoch 1905 | loss: 0.0311345 | val_loss: 0.0311687 | Time: 2299.96 ms
[2022-04-22 23:52:32 main:574] : INFO : Epoch 1906 | loss: 0.0311347 | val_loss: 0.031165 | Time: 2301.09 ms
[2022-04-22 23:52:35 main:574] : INFO : Epoch 1907 | loss: 0.0311368 | val_loss: 0.0311699 | Time: 2479.58 ms
[2022-04-22 23:52:37 main:574] : INFO : Epoch 1908 | loss: 0.0311472 | val_loss: 0.0311631 | Time: 2305.14 ms
[2022-04-22 23:52:39 main:574] : INFO : Epoch 1909 | loss: 0.0311479 | val_loss: 0.0311615 | Time: 2306.11 ms
[2022-04-22 23:52:42 main:574] : INFO : Epoch 1910 | loss: 0.0311431 | val_loss: 0.0311628 | Time: 2291.64 ms
[2022-04-22 23:52:44 main:574] : INFO : Epoch 1911 | loss: 0.0311401 | val_loss: 0.0311627 | Time: 2297.63 ms
[2022-04-22 23:52:46 main:574] : INFO : Epoch 1912 | loss: 0.0311402 | val_loss: 0.0311646 | Time: 2294.58 ms
[2022-04-22 23:52:49 main:574] : INFO : Epoch 1913 | loss: 0.031137 | val_loss: 0.0311669 | Time: 2290.5 ms
[2022-04-22 23:52:51 main:574] : INFO : Epoch 1914 | loss: 0.0311363 | val_loss: 0.0311623 | Time: 2290.69 ms
[2022-04-22 23:52:53 main:574] : INFO : Epoch 1915 | loss: 0.0311337 | val_loss: 0.0311626 | Time: 2292.59 ms
[2022-04-22 23:52:56 main:574] : INFO : Epoch 1916 | loss: 0.0311358 | val_loss: 0.0311636 | Time: 2296.76 ms
[2022-04-22 23:52:58 main:574] : INFO : Epoch 1917 | loss: 0.0311325 | val_loss: 0.0311656 | Time: 2295.26 ms
[2022-04-22 23:53:00 main:574] : INFO : Epoch 1918 | loss: 0.0311383 | val_loss: 0.0311681 | Time: 2294.04 ms
[2022-04-22 23:53:03 main:574] : INFO : Epoch 1919 | loss: 0.0311444 | val_loss: 0.0311718 | Time: 2293.79 ms
[2022-04-22 23:53:05 main:574] : INFO : Epoch 1920 | loss: 0.0311405 | val_loss: 0.0311694 | Time: 2290.93 ms
[2022-04-22 23:53:07 main:574] : INFO : Epoch 1921 | loss: 0.0311474 | val_loss: 0.0311636 | Time: 2293.25 ms
[2022-04-22 23:53:09 main:574] : INFO : Epoch 1922 | loss: 0.0311485 | val_loss: 0.0311673 | Time: 2296.8 ms
[2022-04-22 23:53:12 main:574] : INFO : Epoch 1923 | loss: 0.031147 | val_loss: 0.0311625 | Time: 2297.32 ms
[2022-04-22 23:53:14 main:574] : INFO : Epoch 1924 | loss: 0.031143 | val_loss: 0.0311633 | Time: 2298.77 ms
[2022-04-22 23:53:16 main:574] : INFO : Epoch 1925 | loss: 0.0311418 | val_loss: 0.0311623 | Time: 2298.03 ms
[2022-04-22 23:53:19 main:574] : INFO : Epoch 1926 | loss: 0.0311401 | val_loss: 0.0311627 | Time: 2292.32 ms
[2022-04-22 23:53:21 main:574] : INFO : Epoch 1927 | loss: 0.031141 | val_loss: 0.0311658 | Time: 2296.18 ms
[2022-04-22 23:53:23 main:574] : INFO : Epoch 1928 | loss: 0.0311428 | val_loss: 0.0311611 | Time: 2296.07 ms
[2022-04-22 23:53:26 main:574] : INFO : Epoch 1929 | loss: 0.0311386 | val_loss: 0.0311627 | Time: 2295.6 ms
[2022-04-22 23:53:28 main:574] : INFO : Epoch 1930 | loss: 0.0311377 | val_loss: 0.0311634 | Time: 2295.42 ms
[2022-04-22 23:53:30 main:574] : INFO : Epoch 1931 | loss: 0.0311385 | val_loss: 0.0311637 | Time: 2296.29 ms
[2022-04-22 23:53:32 main:574] : INFO : Epoch 1932 | loss: 0.0311354 | val_loss: 0.0311624 | Time: 2298.97 ms
[2022-04-22 23:53:35 main:574] : INFO : Epoch 1933 | loss: 0.0311331 | val_loss: 0.0311648 | Time: 2296.7 ms
[2022-04-22 23:53:37 main:574] : INFO : Epoch 1934 | loss: 0.0311334 | val_loss: 0.0311635 | Time: 2298.27 ms
[2022-04-22 23:53:39 main:574] : INFO : Epoch 1935 | loss: 0.0311343 | val_loss: 0.0311658 | Time: 2298.17 ms
[2022-04-22 23:53:42 main:574] : INFO : Epoch 1936 | loss: 0.031134 | val_loss: 0.0311639 | Time: 2294.96 ms
[2022-04-22 23:53:44 main:574] : INFO : Epoch 1937 | loss: 0.0311359 | val_loss: 0.0311636 | Time: 2297.64 ms
[2022-04-22 23:53:46 main:574] : INFO : Epoch 1938 | loss: 0.0311374 | val_loss: 0.031162 | Time: 2298.2 ms
[2022-04-22 23:53:49 main:574] : INFO : Epoch 1939 | loss: 0.0311353 | val_loss: 0.0311642 | Time: 2298.71 ms
[2022-04-22 23:53:51 main:574] : INFO : Epoch 1940 | loss: 0.0311361 | val_loss: 0.0311699 | Time: 2299.24 ms
[2022-04-22 23:53:53 main:574] : INFO : Epoch 1941 | loss: 0.0311423 | val_loss: 0.0311589 | Time: 2300.45 ms
[2022-04-22 23:53:56 main:574] : INFO : Epoch 1942 | loss: 0.0311471 | val_loss: 0.0311633 | Time: 2297.72 ms
[2022-04-22 23:53:58 main:574] : INFO : Epoch 1943 | loss: 0.0311453 | val_loss: 0.0311618 | Time: 2297.53 ms
[2022-04-22 23:54:00 main:574] : INFO : Epoch 1944 | loss: 0.0311422 | val_loss: 0.03116 | Time: 2298.22 ms
[2022-04-22 23:54:02 main:574] : INFO : Epoch 1945 | loss: 0.0311432 | val_loss: 0.0311605 | Time: 2301.32 ms
[2022-04-22 23:54:05 main:574] : INFO : Epoch 1946 | loss: 0.0311463 | val_loss: 0.031158 | Time: 2301.02 ms
[2022-04-22 23:54:07 main:574] : INFO : Epoch 1947 | loss: 0.0311426 | val_loss: 0.0311572 | Time: 2295.5 ms
[2022-04-22 23:54:09 main:574] : INFO : Epoch 1948 | loss: 0.031139 | val_loss: 0.0311604 | Time: 2300.16 ms
[2022-04-22 23:54:12 main:574] : INFO : Epoch 1949 | loss: 0.0311479 | val_loss: 0.0311664 | Time: 2297.92 ms
[2022-04-22 23:54:14 main:574] : INFO : Epoch 1950 | loss: 0.0311556 | val_loss: 0.0311643 | Time: 2298.28 ms
[2022-04-22 23:54:16 main:574] : INFO : Epoch 1951 | loss: 0.0311545 | val_loss: 0.0311601 | Time: 2299.1 ms
[2022-04-22 23:54:19 main:574] : INFO : Epoch 1952 | loss: 0.0311555 | val_loss: 0.0311579 | Time: 2297.9 ms
[2022-04-22 23:54:21 main:574] : INFO : Epoch 1953 | loss: 0.03115 | val_loss: 0.0311581 | Time: 2300.56 ms
[2022-04-22 23:54:23 main:574] : INFO : Epoch 1954 | loss: 0.031148 | val_loss: 0.0311606 | Time: 2297.48 ms
[2022-04-22 23:54:26 main:574] : INFO : Epoch 1955 | loss: 0.0311455 | val_loss: 0.0311604 | Time: 2301.5 ms
[2022-04-22 23:54:28 main:574] : INFO : Epoch 1956 | loss: 0.0311427 | val_loss: 0.0311624 | Time: 2299.63 ms
[2022-04-22 23:54:30 main:574] : INFO : Epoch 1957 | loss: 0.0311454 | val_loss: 0.0311601 | Time: 2298.49 ms
[2022-04-22 23:54:32 main:574] : INFO : Epoch 1958 | loss: 0.0311409 | val_loss: 0.0311574 | Time: 2297.23 ms
[2022-04-22 23:54:35 main:574] : INFO : Epoch 1959 | loss: 0.0311398 | val_loss: 0.0311595 | Time: 2298.75 ms
[2022-04-22 23:54:37 main:574] : INFO : Epoch 1960 | loss: 0.0311394 | val_loss: 0.0311631 | Time: 2303.92 ms
[2022-04-22 23:54:39 main:574] : INFO : Epoch 1961 | loss: 0.0311403 | val_loss: 0.031163 | Time: 2299.53 ms
[2022-04-22 23:54:42 main:574] : INFO : Epoch 1962 | loss: 0.0311387 | val_loss: 0.0311627 | Time: 2295.68 ms
[2022-04-22 23:54:44 main:574] : INFO : Epoch 1963 | loss: 0.031138 | val_loss: 0.0311718 | Time: 2297.68 ms
[2022-04-22 23:54:46 main:574] : INFO : Epoch 1964 | loss: 0.0311395 | val_loss: 0.0311612 | Time: 2296.49 ms
[2022-04-22 23:54:49 main:574] : INFO : Epoch 1965 | loss: 0.0311374 | val_loss: 0.0311607 | Time: 2295.07 ms
[2022-04-22 23:54:51 main:574] : INFO : Epoch 1966 | loss: 0.0311398 | val_loss: 0.0311611 | Time: 2300.46 ms
[2022-04-22 23:54:53 main:574] : INFO : Epoch 1967 | loss: 0.031137 | val_loss: 0.0311629 | Time: 2307.95 ms
[2022-04-22 23:54:56 main:574] : INFO : Epoch 1968 | loss: 0.0311351 | val_loss: 0.0311648 | Time: 2298.88 ms
[2022-04-22 23:54:58 main:574] : INFO : Epoch 1969 | loss: 0.0311368 | val_loss: 0.031159 | Time: 2300.22 ms
[2022-04-22 23:55:00 main:574] : INFO : Epoch 1970 | loss: 0.0311373 | val_loss: 0.0311616 | Time: 2296.57 ms
[2022-04-22 23:55:02 main:574] : INFO : Epoch 1971 | loss: 0.031137 | val_loss: 0.0311581 | Time: 2295.43 ms
[2022-04-22 23:55:05 main:574] : INFO : Epoch 1972 | loss: 0.0311367 | val_loss: 0.031162 | Time: 2297.9 ms
[2022-04-22 23:55:07 main:574] : INFO : Epoch 1973 | loss: 0.0311343 | val_loss: 0.0311606 | Time: 2297.66 ms
[2022-04-22 23:55:09 main:574] : INFO : Epoch 1974 | loss: 0.031134 | val_loss: 0.0311645 | Time: 2300.14 ms
[2022-04-22 23:55:12 main:574] : INFO : Epoch 1975 | loss: 0.0311379 | val_loss: 0.0311595 | Time: 2296.05 ms
[2022-04-22 23:55:14 main:574] : INFO : Epoch 1976 | loss: 0.0311373 | val_loss: 0.0311633 | Time: 2300.09 ms
[2022-04-22 23:55:16 main:574] : INFO : Epoch 1977 | loss: 0.0311355 | val_loss: 0.031162 | Time: 2299.3 ms
[2022-04-22 23:55:19 main:574] : INFO : Epoch 1978 | loss: 0.0311335 | val_loss: 0.0311621 | Time: 2293.27 ms
[2022-04-22 23:55:21 main:574] : INFO : Epoch 1979 | loss: 0.0311363 | val_loss: 0.0311592 | Time: 2300.58 ms
[2022-04-22 23:55:23 main:574] : INFO : Epoch 1980 | loss: 0.0311373 | val_loss: 0.0311655 | Time: 2300.23 ms
[2022-04-22 23:55:26 main:574] : INFO : Epoch 1981 | loss: 0.0311348 | val_loss: 0.0311627 | Time: 2300.47 ms
[2022-04-22 23:55:28 main:574] : INFO : Epoch 1982 | loss: 0.0311322 | val_loss: 0.0311597 | Time: 2296.84 ms
[2022-04-22 23:55:30 main:574] : INFO : Epoch 1983 | loss: 0.0311309 | val_loss: 0.0311628 | Time: 2301.08 ms
[2022-04-22 23:55:32 main:574] : INFO : Epoch 1984 | loss: 0.0311301 | val_loss: 0.0311644 | Time: 2303.1 ms
[2022-04-22 23:55:35 main:574] : INFO : Epoch 1985 | loss: 0.031134 | val_loss: 0.0311685 | Time: 2295.09 ms
[2022-04-22 23:55:37 main:574] : INFO : Epoch 1986 | loss: 0.0311355 | val_loss: 0.0311666 | Time: 2299.3 ms
[2022-04-22 23:55:39 main:574] : INFO : Epoch 1987 | loss: 0.031131 | val_loss: 0.0311611 | Time: 2301.7 ms
[2022-04-22 23:55:42 main:574] : INFO : Epoch 1988 | loss: 0.0311311 | val_loss: 0.031164 | Time: 2298.87 ms
[2022-04-22 23:55:44 main:574] : INFO : Epoch 1989 | loss: 0.0311342 | val_loss: 0.0311655 | Time: 2296.82 ms
[2022-04-22 23:55:46 main:574] : INFO : Epoch 1990 | loss: 0.0311333 | val_loss: 0.0311634 | Time: 2298.22 ms
[2022-04-22 23:55:49 main:574] : INFO : Epoch 1991 | loss: 0.0311359 | val_loss: 0.0311637 | Time: 2300.41 ms
[2022-04-22 23:55:51 main:574] : INFO : Epoch 1992 | loss: 0.0311352 | val_loss: 0.0311574 | Time: 2298.67 ms
[2022-04-22 23:55:53 main:574] : INFO : Epoch 1993 | loss: 0.0311335 | val_loss: 0.0311582 | Time: 2299.17 ms
[2022-04-22 23:55:55 main:574] : INFO : Epoch 1994 | loss: 0.0311316 | val_loss: 0.0311592 | Time: 2295.7 ms
[2022-04-22 23:55:58 main:574] : INFO : Epoch 1995 | loss: 0.0311315 | val_loss: 0.0311599 | Time: 2299.14 ms
[2022-04-22 23:56:00 main:574] : INFO : Epoch 1996 | loss: 0.0311329 | val_loss: 0.0311659 | Time: 2294.78 ms
[2022-04-22 23:56:02 main:574] : INFO : Epoch 1997 | loss: 0.0311383 | val_loss: 0.0311639 | Time: 2298.32 ms
[2022-04-22 23:56:05 main:574] : INFO : Epoch 1998 | loss: 0.0311342 | val_loss: 0.031168 | Time: 2300.53 ms
[2022-04-22 23:56:07 main:574] : INFO : Epoch 1999 | loss: 0.0311326 | val_loss: 0.0311644 | Time: 2295.34 ms
[2022-04-22 23:56:09 main:574] : INFO : Epoch 2000 | loss: 0.0311338 | val_loss: 0.031163 | Time: 2294.87 ms
[2022-04-22 23:56:12 main:574] : INFO : Epoch 2001 | loss: 0.0311328 | val_loss: 0.0311622 | Time: 2297.77 ms
[2022-04-22 23:56:14 main:574] : INFO : Epoch 2002 | loss: 0.0311356 | val_loss: 0.0311599 | Time: 2300.07 ms
[2022-04-22 23:56:16 main:574] : INFO : Epoch 2003 | loss: 0.0311341 | val_loss: 0.0311595 | Time: 2297.18 ms
[2022-04-22 23:56:19 main:574] : INFO : Epoch 2004 | loss: 0.0311337 | val_loss: 0.0311576 | Time: 2299.13 ms
[2022-04-22 23:56:21 main:574] : INFO : Epoch 2005 | loss: 0.0311339 | val_loss: 0.0311616 | Time: 2308.71 ms
[2022-04-22 23:56:23 main:574] : INFO : Epoch 2006 | loss: 0.0311357 | val_loss: 0.0311682 | Time: 2299.33 ms
[2022-04-22 23:56:26 main:574] : INFO : Epoch 2007 | loss: 0.0311357 | val_loss: 0.0311656 | Time: 2299.42 ms
[2022-04-22 23:56:28 main:574] : INFO : Epoch 2008 | loss: 0.0311349 | val_loss: 0.0311636 | Time: 2300.12 ms
[2022-04-22 23:56:30 main:574] : INFO : Epoch 2009 | loss: 0.0311356 | val_loss: 0.0311609 | Time: 2302.44 ms
[2022-04-22 23:56:32 main:574] : INFO : Epoch 2010 | loss: 0.0311345 | val_loss: 0.0311643 | Time: 2297.39 ms
[2022-04-22 23:56:35 main:574] : INFO : Epoch 2011 | loss: 0.0311323 | val_loss: 0.0311657 | Time: 2298.02 ms
[2022-04-22 23:56:37 main:574] : INFO : Epoch 2012 | loss: 0.0311366 | val_loss: 0.0311676 | Time: 2295.93 ms
[2022-04-22 23:56:39 main:574] : INFO : Epoch 2013 | loss: 0.0311388 | val_loss: 0.0311659 | Time: 2298.6 ms
[2022-04-22 23:56:42 main:574] : INFO : Epoch 2014 | loss: 0.0311379 | val_loss: 0.031162 | Time: 2297.15 ms
[2022-04-22 23:56:44 main:574] : INFO : Epoch 2015 | loss: 0.0311351 | val_loss: 0.0311732 | Time: 2298.33 ms
[2022-04-22 23:56:46 main:574] : INFO : Epoch 2016 | loss: 0.0311365 | val_loss: 0.03116 | Time: 2298.13 ms
[2022-04-22 23:56:49 main:574] : INFO : Epoch 2017 | loss: 0.0311337 | val_loss: 0.0311656 | Time: 2298.53 ms
[2022-04-22 23:56:51 main:574] : INFO : Epoch 2018 | loss: 0.0311372 | val_loss: 0.0311606 | Time: 2296.43 ms
[2022-04-22 23:56:53 main:574] : INFO : Epoch 2019 | loss: 0.0311332 | val_loss: 0.0311617 | Time: 2297.71 ms
[2022-04-22 23:56:55 main:574] : INFO : Epoch 2020 | loss: 0.0311327 | val_loss: 0.0311633 | Time: 2295.42 ms
[2022-04-22 23:56:58 main:574] : INFO : Epoch 2021 | loss: 0.0311318 | val_loss: 0.0311693 | Time: 2295.16 ms
[2022-04-22 23:57:00 main:574] : INFO : Epoch 2022 | loss: 0.031132 | val_loss: 0.031167 | Time: 2299.8 ms
[2022-04-22 23:57:02 main:574] : INFO : Epoch 2023 | loss: 0.0311417 | val_loss: 0.0311595 | Time: 2296.65 ms
[2022-04-22 23:57:05 main:574] : INFO : Epoch 2024 | loss: 0.0311457 | val_loss: 0.0311562 | Time: 2292.88 ms
[2022-04-22 23:57:07 main:574] : INFO : Epoch 2025 | loss: 0.031148 | val_loss: 0.0311671 | Time: 2296.12 ms
[2022-04-22 23:57:09 main:574] : INFO : Epoch 2026 | loss: 0.0311465 | val_loss: 0.0311583 | Time: 2303.57 ms
[2022-04-22 23:57:12 main:574] : INFO : Epoch 2027 | loss: 0.0311398 | val_loss: 0.0311625 | Time: 2294.1 ms
[2022-04-22 23:57:14 main:574] : INFO : Epoch 2028 | loss: 0.031141 | val_loss: 0.0311578 | Time: 2295.54 ms
[2022-04-22 23:57:16 main:574] : INFO : Epoch 2029 | loss: 0.031146 | val_loss: 0.0311658 | Time: 2292.55 ms
[2022-04-22 23:57:19 main:574] : INFO : Epoch 2030 | loss: 0.0311509 | val_loss: 0.0311584 | Time: 2297.21 ms
[2022-04-22 23:57:21 main:574] : INFO : Epoch 2031 | loss: 0.0311449 | val_loss: 0.0311602 | Time: 2297.09 ms
[2022-04-22 23:57:23 main:574] : INFO : Epoch 2032 | loss: 0.0311427 | val_loss: 0.0311564 | Time: 2295.85 ms
[2022-04-22 23:57:25 main:574] : INFO : Epoch 2033 | loss: 0.0311412 | val_loss: 0.0311582 | Time: 2295.65 ms
[2022-04-22 23:57:28 main:574] : INFO : Epoch 2034 | loss: 0.0311395 | val_loss: 0.0311612 | Time: 2295.76 ms
[2022-04-22 23:57:30 main:574] : INFO : Epoch 2035 | loss: 0.0311395 | val_loss: 0.0311586 | Time: 2301.03 ms
[2022-04-22 23:57:32 main:574] : INFO : Epoch 2036 | loss: 0.0311386 | val_loss: 0.0311583 | Time: 2299.76 ms
[2022-04-22 23:57:35 main:574] : INFO : Epoch 2037 | loss: 0.0311386 | val_loss: 0.0311624 | Time: 2295.21 ms
[2022-04-22 23:57:37 main:574] : INFO : Epoch 2038 | loss: 0.0311403 | val_loss: 0.0311579 | Time: 2292.11 ms
[2022-04-22 23:57:39 main:574] : INFO : Epoch 2039 | loss: 0.0311438 | val_loss: 0.0311589 | Time: 2297.22 ms
[2022-04-22 23:57:42 main:574] : INFO : Epoch 2040 | loss: 0.031147 | val_loss: 0.0311565 | Time: 2295.74 ms
[2022-04-22 23:57:44 main:574] : INFO : Epoch 2041 | loss: 0.0311449 | val_loss: 0.0311578 | Time: 2292.75 ms
[2022-04-22 23:57:46 main:574] : INFO : Epoch 2042 | loss: 0.031143 | val_loss: 0.0311593 | Time: 2294.41 ms
[2022-04-22 23:57:49 main:574] : INFO : Epoch 2043 | loss: 0.031142 | val_loss: 0.0311597 | Time: 2297.23 ms
[2022-04-22 23:57:51 main:574] : INFO : Epoch 2044 | loss: 0.0311397 | val_loss: 0.0311581 | Time: 2298.5 ms
[2022-04-22 23:57:53 main:574] : INFO : Epoch 2045 | loss: 0.031138 | val_loss: 0.031156 | Time: 2297.07 ms
[2022-04-22 23:57:55 main:574] : INFO : Epoch 2046 | loss: 0.0311372 | val_loss: 0.0311606 | Time: 2298.23 ms
[2022-04-22 23:57:58 main:574] : INFO : Epoch 2047 | loss: 0.03114 | val_loss: 0.031161 | Time: 2295.14 ms
[2022-04-22 23:58:00 main:574] : INFO : Epoch 2048 | loss: 0.0311418 | val_loss: 0.031164 | Time: 2294.48 ms
[2022-04-22 23:58:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031164
[2022-04-22 23:58:00 main:603] : INFO : Saving end state to config to file
[2022-04-22 23:58:00 main:608] : INFO : Success, exiting..
23:58:00 (16992): 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)