Task 14549415
| Name | ParityModified-1647041275-29531-2-0_1 |
| Workunit | 10752581 |
| Created | 8 Apr 2022, 8:07:55 UTC |
| Sent | 8 Apr 2022, 8:12:38 UTC |
| Report deadline | 16 Apr 2022, 8:12:38 UTC |
| Received | 10 Apr 2022, 22:57:54 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 29 min 46 sec |
| CPU time | 1 hours 27 min 8 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1591 | loss: 0.0311181 | val_loss: 0.0311603 | Time: 2349.56 ms
[2022-04-08 08:58:20 main:574] : INFO : Epoch 1592 | loss: 0.0311208 | val_loss: 0.0311533 | Time: 2289.16 ms
[2022-04-08 08:58:22 main:574] : INFO : Epoch 1593 | loss: 0.0311218 | val_loss: 0.0311583 | Time: 2257.54 ms
[2022-04-08 08:58:24 main:574] : INFO : Epoch 1594 | loss: 0.0311231 | val_loss: 0.0311629 | Time: 2279.71 ms
[2022-04-08 08:58:27 main:574] : INFO : Epoch 1595 | loss: 0.0311217 | val_loss: 0.0311568 | Time: 2339.91 ms
[2022-04-08 08:58:29 main:574] : INFO : Epoch 1596 | loss: 0.0311217 | val_loss: 0.0311539 | Time: 2298.48 ms
[2022-04-08 08:58:31 main:574] : INFO : Epoch 1597 | loss: 0.0311284 | val_loss: 0.0311594 | Time: 2318.56 ms
[2022-04-08 08:58:34 main:574] : INFO : Epoch 1598 | loss: 0.0311246 | val_loss: 0.0311548 | Time: 2350.63 ms
[2022-04-08 08:58:36 main:574] : INFO : Epoch 1599 | loss: 0.0311186 | val_loss: 0.0311596 | Time: 2277.6 ms
[2022-04-08 08:58:38 main:574] : INFO : Epoch 1600 | loss: 0.0311142 | val_loss: 0.0311587 | Time: 2312.82 ms
[2022-04-08 08:58:40 main:574] : INFO : Epoch 1601 | loss: 0.0311153 | val_loss: 0.0311625 | Time: 2273.86 ms
[2022-04-08 08:58:43 main:574] : INFO : Epoch 1602 | loss: 0.0311179 | val_loss: 0.0311543 | Time: 2254.07 ms
[2022-04-08 08:58:45 main:574] : INFO : Epoch 1603 | loss: 0.0311192 | val_loss: 0.0311585 | Time: 2270.59 ms
[2022-04-08 08:58:47 main:574] : INFO : Epoch 1604 | loss: 0.0311384 | val_loss: 0.0311565 | Time: 2251.85 ms
[2022-04-08 08:58:49 main:574] : INFO : Epoch 1605 | loss: 0.0311305 | val_loss: 0.0311496 | Time: 2299.36 ms
[2022-04-08 08:58:52 main:574] : INFO : Epoch 1606 | loss: 0.0311251 | val_loss: 0.0311529 | Time: 2291.17 ms
[2022-04-08 08:58:54 main:574] : INFO : Epoch 1607 | loss: 0.0311232 | val_loss: 0.031159 | Time: 2316.54 ms
[2022-04-08 08:58:56 main:574] : INFO : Epoch 1608 | loss: 0.0311231 | val_loss: 0.0311553 | Time: 2288.01 ms
[2022-04-08 08:58:59 main:574] : INFO : Epoch 1609 | loss: 0.0311198 | val_loss: 0.0311507 | Time: 2265.28 ms
[2022-04-08 08:59:01 main:574] : INFO : Epoch 1610 | loss: 0.0311215 | val_loss: 0.0311506 | Time: 2306.82 ms
[2022-04-08 08:59:03 main:574] : INFO : Epoch 1611 | loss: 0.0311214 | val_loss: 0.031158 | Time: 2336.65 ms
[2022-04-08 08:59:06 main:574] : INFO : Epoch 1612 | loss: 0.0311279 | val_loss: 0.0311577 | Time: 2274.79 ms
[2022-04-08 08:59:08 main:574] : INFO : Epoch 1613 | loss: 0.0311194 | val_loss: 0.0311509 | Time: 2290.26 ms
[2022-04-08 08:59:10 main:574] : INFO : Epoch 1614 | loss: 0.0311188 | val_loss: 0.0311589 | Time: 2330.3 ms
[2022-04-08 08:59:13 main:574] : INFO : Epoch 1615 | loss: 0.0311196 | val_loss: 0.0311579 | Time: 2324.37 ms
[2022-04-08 08:59:15 main:574] : INFO : Epoch 1616 | loss: 0.0311235 | val_loss: 0.0311528 | Time: 2389.41 ms
[2022-04-08 08:59:17 main:574] : INFO : Epoch 1617 | loss: 0.0311321 | val_loss: 0.0311618 | Time: 2326.16 ms
[2022-04-08 08:59:20 main:574] : INFO : Epoch 1618 | loss: 0.0311302 | val_loss: 0.0311555 | Time: 2295.28 ms
[2022-04-08 08:59:22 main:574] : INFO : Epoch 1619 | loss: 0.0311269 | val_loss: 0.0311533 | Time: 2298.95 ms
[2022-04-08 08:59:24 main:574] : INFO : Epoch 1620 | loss: 0.0311294 | val_loss: 0.0311585 | Time: 2355.27 ms
[2022-04-08 08:59:26 main:574] : INFO : Epoch 1621 | loss: 0.031131 | val_loss: 0.0311612 | Time: 2306.54 ms
[2022-04-08 08:59:29 main:574] : INFO : Epoch 1622 | loss: 0.0311269 | val_loss: 0.0311586 | Time: 2306.86 ms
[2022-04-08 08:59:31 main:574] : INFO : Epoch 1623 | loss: 0.0311236 | val_loss: 0.0311571 | Time: 2362.66 ms
[2022-04-08 08:59:33 main:574] : INFO : Epoch 1624 | loss: 0.0311246 | val_loss: 0.0311577 | Time: 2304.04 ms
[2022-04-08 08:59:36 main:574] : INFO : Epoch 1625 | loss: 0.0311254 | val_loss: 0.0311632 | Time: 2281.57 ms
[2022-04-08 08:59:38 main:574] : INFO : Epoch 1626 | loss: 0.0311233 | val_loss: 0.0311584 | Time: 2285.38 ms
[2022-04-08 08:59:40 main:574] : INFO : Epoch 1627 | loss: 0.0311242 | val_loss: 0.0311595 | Time: 2336.32 ms
[2022-04-08 08:59:43 main:574] : INFO : Epoch 1628 | loss: 0.0311236 | val_loss: 0.0311622 | Time: 2265.57 ms
[2022-04-08 08:59:45 main:574] : INFO : Epoch 1629 | loss: 0.031125 | val_loss: 0.0311604 | Time: 2310.89 ms
[2022-04-08 08:59:47 main:574] : INFO : Epoch 1630 | loss: 0.0311209 | val_loss: 0.031156 | Time: 2315.15 ms
[2022-04-08 08:59:50 main:574] : INFO : Epoch 1631 | loss: 0.0311187 | val_loss: 0.0311563 | Time: 2318.22 ms
[2022-04-08 08:59:52 main:574] : INFO : Epoch 1632 | loss: 0.0311197 | val_loss: 0.0311595 | Time: 2284.01 ms
[2022-04-08 08:59:54 main:574] : INFO : Epoch 1633 | loss: 0.0311184 | val_loss: 0.0311613 | Time: 2309.86 ms
[2022-04-08 08:59:56 main:574] : INFO : Epoch 1634 | loss: 0.0311167 | val_loss: 0.0311628 | Time: 2270.81 ms
[2022-04-08 08:59:59 main:574] : INFO : Epoch 1635 | loss: 0.0311156 | val_loss: 0.0311583 | Time: 2290.99 ms
[2022-04-08 09:00:01 main:574] : INFO : Epoch 1636 | loss: 0.0311127 | val_loss: 0.0311682 | Time: 2264.56 ms
[2022-04-08 09:00:03 main:574] : INFO : Epoch 1637 | loss: 0.0311189 | val_loss: 0.0311585 | Time: 2297.61 ms
[2022-04-08 09:00:06 main:574] : INFO : Epoch 1638 | loss: 0.0311118 | val_loss: 0.0311595 | Time: 2270.8 ms
[2022-04-08 09:00:08 main:574] : INFO : Epoch 1639 | loss: 0.0311129 | val_loss: 0.0311573 | Time: 2321.03 ms
[2022-04-08 09:00:10 main:574] : INFO : Epoch 1640 | loss: 0.0311117 | val_loss: 0.0311594 | Time: 2278.05 ms
[2022-04-08 09:00:12 main:574] : INFO : Epoch 1641 | loss: 0.0311139 | val_loss: 0.0311576 | Time: 2269.12 ms
[2022-04-08 09:00:15 main:574] : INFO : Epoch 1642 | loss: 0.0311145 | val_loss: 0.0311553 | Time: 2322.12 ms
[2022-04-08 09:00:17 main:574] : INFO : Epoch 1643 | loss: 0.0311104 | val_loss: 0.0311502 | Time: 2266.34 ms
[2022-04-08 09:00:19 main:574] : INFO : Epoch 1644 | loss: 0.0311098 | val_loss: 0.0311616 | Time: 2310.09 ms
[2022-04-08 09:00:22 main:574] : INFO : Epoch 1645 | loss: 0.0311153 | val_loss: 0.0311638 | Time: 2253.52 ms
[2022-04-08 09:00:24 main:574] : INFO : Epoch 1646 | loss: 0.0311166 | val_loss: 0.0311585 | Time: 2256.05 ms
[2022-04-08 09:00:26 main:574] : INFO : Epoch 1647 | loss: 0.0311125 | val_loss: 0.0311605 | Time: 2284.5 ms
[2022-04-08 09:00:28 main:574] : INFO : Epoch 1648 | loss: 0.0311096 | val_loss: 0.0311563 | Time: 2325.25 ms
[2022-04-08 09:00:31 main:574] : INFO : Epoch 1649 | loss: 0.0311131 | val_loss: 0.0311575 | Time: 2347.17 ms
[2022-04-08 09:00:33 main:574] : INFO : Epoch 1650 | loss: 0.0311275 | val_loss: 0.0311458 | Time: 2253.18 ms
[2022-04-08 09:00:35 main:574] : INFO : Epoch 1651 | loss: 0.0311262 | val_loss: 0.0311446 | Time: 2262.36 ms
[2022-04-08 09:00:38 main:574] : INFO : Epoch 1652 | loss: 0.0311224 | val_loss: 0.031145 | Time: 2290.43 ms
[2022-04-08 09:00:40 main:574] : INFO : Epoch 1653 | loss: 0.0311192 | val_loss: 0.0311473 | Time: 2277.74 ms
[2022-04-08 09:00:42 main:574] : INFO : Epoch 1654 | loss: 0.031117 | val_loss: 0.031148 | Time: 2275.1 ms
[2022-04-08 09:00:44 main:574] : INFO : Epoch 1655 | loss: 0.0311205 | val_loss: 0.031151 | Time: 2286.62 ms
[2022-04-08 09:00:47 main:574] : INFO : Epoch 1656 | loss: 0.031121 | val_loss: 0.0311571 | Time: 2293.05 ms
[2022-04-08 09:00:49 main:574] : INFO : Epoch 1657 | loss: 0.0311193 | val_loss: 0.031145 | Time: 2240.24 ms
[2022-04-08 09:00:51 main:574] : INFO : Epoch 1658 | loss: 0.0311175 | val_loss: 0.0311472 | Time: 2268.56 ms
[2022-04-08 09:00:54 main:574] : INFO : Epoch 1659 | loss: 0.0311153 | val_loss: 0.0311492 | Time: 2321.84 ms
[2022-04-08 09:00:56 main:574] : INFO : Epoch 1660 | loss: 0.0311167 | val_loss: 0.0311449 | Time: 2288.41 ms
[2022-04-08 09:00:58 main:574] : INFO : Epoch 1661 | loss: 0.0311126 | val_loss: 0.0311506 | Time: 2318.29 ms
[2022-04-08 09:01:00 main:574] : INFO : Epoch 1662 | loss: 0.0311147 | val_loss: 0.0311486 | Time: 2249.24 ms
[2022-04-08 09:01:03 main:574] : INFO : Epoch 1663 | loss: 0.0311131 | val_loss: 0.0311591 | Time: 2289.82 ms
[2022-04-08 09:01:05 main:574] : INFO : Epoch 1664 | loss: 0.0311098 | val_loss: 0.0311483 | Time: 2319.1 ms
[2022-04-08 09:01:07 main:574] : INFO : Epoch 1665 | loss: 0.0311069 | val_loss: 0.0311512 | Time: 2284.79 ms
[2022-04-08 09:01:10 main:574] : INFO : Epoch 1666 | loss: 0.0311063 | val_loss: 0.0311454 | Time: 2287.56 ms
[2022-04-08 09:01:12 main:574] : INFO : Epoch 1667 | loss: 0.0311083 | val_loss: 0.031152 | Time: 2322.63 ms
[2022-04-08 09:01:14 main:574] : INFO : Epoch 1668 | loss: 0.0311113 | val_loss: 0.0311497 | Time: 2271.62 ms
[2022-04-08 09:01:17 main:574] : INFO : Epoch 1669 | loss: 0.0311115 | val_loss: 0.0311506 | Time: 2250.23 ms
[2022-04-08 09:01:19 main:574] : INFO : Epoch 1670 | loss: 0.0311092 | val_loss: 0.0311486 | Time: 2296.41 ms
[2022-04-08 09:01:21 main:574] : INFO : Epoch 1671 | loss: 0.0311095 | val_loss: 0.0311465 | Time: 2245.47 ms
[2022-04-08 09:01:23 main:574] : INFO : Epoch 1672 | loss: 0.031113 | val_loss: 0.0311448 | Time: 2278.56 ms
[2022-04-08 09:01:26 main:574] : INFO : Epoch 1673 | loss: 0.0311081 | val_loss: 0.0311466 | Time: 2316.7 ms
[2022-04-08 09:01:28 main:574] : INFO : Epoch 1674 | loss: 0.0311109 | val_loss: 0.0311486 | Time: 2300.75 ms
[2022-04-08 09:01:30 main:574] : INFO : Epoch 1675 | loss: 0.0311079 | val_loss: 0.0311569 | Time: 2282.44 ms
[2022-04-08 09:01:33 main:574] : INFO : Epoch 1676 | loss: 0.0311104 | val_loss: 0.0311441 | Time: 2334.08 ms
[2022-04-08 09:01:35 main:574] : INFO : Epoch 1677 | loss: 0.0311106 | val_loss: 0.0311608 | Time: 2251.44 ms
[2022-04-08 09:01:37 main:574] : INFO : Epoch 1678 | loss: 0.031113 | val_loss: 0.031143 | Time: 2302.62 ms
[2022-04-08 09:01:39 main:574] : INFO : Epoch 1679 | loss: 0.0311238 | val_loss: 0.0311453 | Time: 2287.86 ms
[2022-04-08 09:01:42 main:574] : INFO : Epoch 1680 | loss: 0.0311206 | val_loss: 0.0311434 | Time: 2261.16 ms
[2022-04-08 09:01:44 main:574] : INFO : Epoch 1681 | loss: 0.0311159 | val_loss: 0.0311418 | Time: 2285.68 ms
[2022-04-08 09:01:46 main:574] : INFO : Epoch 1682 | loss: 0.0311148 | val_loss: 0.0311416 | Time: 2343.96 ms
[2022-04-08 09:01:49 main:574] : INFO : Epoch 1683 | loss: 0.0311132 | val_loss: 0.0311493 | Time: 2280.52 ms
[2022-04-08 09:01:51 main:574] : INFO : Epoch 1684 | loss: 0.031111 | val_loss: 0.031147 | Time: 2320.97 ms
[2022-04-08 09:01:53 main:574] : INFO : Epoch 1685 | loss: 0.0311103 | val_loss: 0.0311425 | Time: 2294.04 ms
[2022-04-08 09:01:55 main:574] : INFO : Epoch 1686 | loss: 0.0311094 | val_loss: 0.0311454 | Time: 2259.5 ms
[2022-04-08 09:01:58 main:574] : INFO : Epoch 1687 | loss: 0.0311093 | val_loss: 0.0311451 | Time: 2280.47 ms
[2022-04-08 09:02:00 main:574] : INFO : Epoch 1688 | loss: 0.0311138 | val_loss: 0.031148 | Time: 2325.21 ms
[2022-04-08 09:02:02 main:574] : INFO : Epoch 1689 | loss: 0.0311109 | val_loss: 0.031151 | Time: 2318.67 ms
[2022-04-08 09:02:05 main:574] : INFO : Epoch 1690 | loss: 0.0311102 | val_loss: 0.0311459 | Time: 2268.31 ms
[2022-04-08 09:02:07 main:574] : INFO : Epoch 1691 | loss: 0.0311111 | val_loss: 0.0311428 | Time: 2277.62 ms
[2022-04-08 09:02:09 main:574] : INFO : Epoch 1692 | loss: 0.0311093 | val_loss: 0.0311482 | Time: 2318.12 ms
[2022-04-08 09:02:12 main:574] : INFO : Epoch 1693 | loss: 0.0311123 | val_loss: 0.0311484 | Time: 2280.75 ms
[2022-04-08 09:02:14 main:574] : INFO : Epoch 1694 | loss: 0.0311104 | val_loss: 0.0311504 | Time: 2286.79 ms
[2022-04-08 09:02:16 main:574] : INFO : Epoch 1695 | loss: 0.0311098 | val_loss: 0.031148 | Time: 2253.53 ms
[2022-04-08 09:02:18 main:574] : INFO : Epoch 1696 | loss: 0.0311079 | val_loss: 0.0311485 | Time: 2294.37 ms
[2022-04-08 09:02:21 main:574] : INFO : Epoch 1697 | loss: 0.0311047 | val_loss: 0.0311449 | Time: 2315.71 ms
[2022-04-08 09:02:23 main:574] : INFO : Epoch 1698 | loss: 0.0311041 | val_loss: 0.0311512 | Time: 2333.01 ms
[2022-04-08 09:02:25 main:574] : INFO : Epoch 1699 | loss: 0.0311024 | val_loss: 0.0311489 | Time: 2370.22 ms
[2022-04-08 09:02:28 main:574] : INFO : Epoch 1700 | loss: 0.0311001 | val_loss: 0.0311464 | Time: 2250.71 ms
[2022-04-08 09:02:30 main:574] : INFO : Epoch 1701 | loss: 0.0310988 | val_loss: 0.0311474 | Time: 2315.41 ms
[2022-04-08 09:02:32 main:574] : INFO : Epoch 1702 | loss: 0.0311 | val_loss: 0.0311505 | Time: 2306.17 ms
[2022-04-08 09:02:35 main:574] : INFO : Epoch 1703 | loss: 0.0311017 | val_loss: 0.0311487 | Time: 2311.33 ms
[2022-04-08 09:02:37 main:574] : INFO : Epoch 1704 | loss: 0.0311006 | val_loss: 0.031148 | Time: 2300.8 ms
[2022-04-08 09:02:39 main:574] : INFO : Epoch 1705 | loss: 0.0311009 | val_loss: 0.031157 | Time: 2291.11 ms
[2022-04-08 09:02:41 main:574] : INFO : Epoch 1706 | loss: 0.0311024 | val_loss: 0.0311461 | Time: 2294.39 ms
[2022-04-08 09:02:44 main:574] : INFO : Epoch 1707 | loss: 0.0311015 | val_loss: 0.0311486 | Time: 2395.13 ms
[2022-04-08 09:02:46 main:574] : INFO : Epoch 1708 | loss: 0.0310986 | val_loss: 0.0311458 | Time: 2351.31 ms
[2022-04-08 09:02:49 main:574] : INFO : Epoch 1709 | loss: 0.0310965 | val_loss: 0.0311515 | Time: 2289.03 ms
[2022-04-08 09:02:51 main:574] : INFO : Epoch 1710 | loss: 0.0310959 | val_loss: 0.0311446 | Time: 2250.22 ms
[2022-04-08 09:02:53 main:574] : INFO : Epoch 1711 | loss: 0.0311013 | val_loss: 0.0311454 | Time: 2375.85 ms
[2022-04-08 09:02:55 main:574] : INFO : Epoch 1712 | loss: 0.0310988 | val_loss: 0.0311485 | Time: 2278.22 ms
[2022-04-08 09:02:58 main:574] : INFO : Epoch 1713 | loss: 0.0310994 | val_loss: 0.0311476 | Time: 2272.72 ms
[2022-04-08 09:03:00 main:574] : INFO : Epoch 1714 | loss: 0.0311026 | val_loss: 0.031151 | Time: 2245.43 ms
[2022-04-08 09:03:02 main:574] : INFO : Epoch 1715 | loss: 0.0311064 | val_loss: 0.0311558 | Time: 2275.43 ms
[2022-04-08 09:03:04 main:574] : INFO : Epoch 1716 | loss: 0.0311072 | val_loss: 0.031163 | Time: 2243.38 ms
[2022-04-08 09:03:07 main:574] : INFO : Epoch 1717 | loss: 0.0311072 | val_loss: 0.0311503 | Time: 2262.19 ms
[2022-04-08 09:03:09 main:574] : INFO : Epoch 1718 | loss: 0.0311013 | val_loss: 0.0311454 | Time: 2273.43 ms
[2022-04-08 09:03:11 main:574] : INFO : Epoch 1719 | loss: 0.0311011 | val_loss: 0.0311513 | Time: 2249.87 ms
[2022-04-08 09:03:14 main:574] : INFO : Epoch 1720 | loss: 0.0311001 | val_loss: 0.0311495 | Time: 2325.54 ms
[2022-04-08 09:03:16 main:574] : INFO : Epoch 1721 | loss: 0.0311028 | val_loss: 0.0311574 | Time: 2281.23 ms
[2022-04-08 09:03:18 main:574] : INFO : Epoch 1722 | loss: 0.0311114 | val_loss: 0.031151 | Time: 2252.24 ms
[2022-04-08 09:03:20 main:574] : INFO : Epoch 1723 | loss: 0.0311095 | val_loss: 0.0311425 | Time: 2241.53 ms
[2022-04-08 09:03:23 main:574] : INFO : Epoch 1724 | loss: 0.0311109 | val_loss: 0.0311483 | Time: 2287.86 ms
[2022-04-08 09:03:25 main:574] : INFO : Epoch 1725 | loss: 0.031104 | val_loss: 0.0311452 | Time: 2281.74 ms
[2022-04-08 09:03:27 main:574] : INFO : Epoch 1726 | loss: 0.0311009 | val_loss: 0.0311471 | Time: 2263.61 ms
[2022-04-08 09:03:30 main:574] : INFO : Epoch 1727 | loss: 0.0311005 | val_loss: 0.031145 | Time: 2285.29 ms
[2022-04-08 09:03:32 main:574] : INFO : Epoch 1728 | loss: 0.0311006 | val_loss: 0.0311485 | Time: 2248.04 ms
[2022-04-08 09:03:34 main:574] : INFO : Epoch 1729 | loss: 0.0310988 | val_loss: 0.0311519 | Time: 2314.21 ms
[2022-04-08 09:03:36 main:574] : INFO : Epoch 1730 | loss: 0.0310992 | val_loss: 0.0311456 | Time: 2261.34 ms
[2022-04-08 09:03:39 main:574] : INFO : Epoch 1731 | loss: 0.031101 | val_loss: 0.0311536 | Time: 2319.32 ms
[2022-04-08 09:03:41 main:574] : INFO : Epoch 1732 | loss: 0.0311021 | val_loss: 0.031149 | Time: 2244.23 ms
[2022-04-08 09:03:43 main:574] : INFO : Epoch 1733 | loss: 0.0311066 | val_loss: 0.0311505 | Time: 2260.4 ms
[2022-04-08 09:03:45 main:574] : INFO : Epoch 1734 | loss: 0.0311078 | val_loss: 0.0311504 | Time: 2289.18 ms
[2022-04-08 09:03:48 main:574] : INFO : Epoch 1735 | loss: 0.0311054 | val_loss: 0.0311432 | Time: 2262.66 ms
[2022-04-08 09:03:50 main:574] : INFO : Epoch 1736 | loss: 0.0311027 | val_loss: 0.0311436 | Time: 2307.71 ms
[2022-04-08 09:03:53 main:574] : INFO : Epoch 1737 | loss: 0.0311003 | val_loss: 0.0311455 | Time: 2745.07 ms
[2022-04-08 09:03:55 main:574] : INFO : Epoch 1738 | loss: 0.0310985 | val_loss: 0.0311507 | Time: 2352.52 ms
[2022-04-08 09:03:57 main:574] : INFO : Epoch 1739 | loss: 0.0311014 | val_loss: 0.0311455 | Time: 2329.31 ms
[2022-04-08 09:04:00 main:574] : INFO : Epoch 1740 | loss: 0.0310973 | val_loss: 0.0311524 | Time: 2446.09 ms
[2022-04-08 09:04:02 main:574] : INFO : Epoch 1741 | loss: 0.0310964 | val_loss: 0.0311565 | Time: 2378.77 ms
[2022-04-08 09:04:05 main:574] : INFO : Epoch 1742 | loss: 0.0310959 | val_loss: 0.0311578 | Time: 2255.31 ms
[2022-04-08 09:04:07 main:574] : INFO : Epoch 1743 | loss: 0.0310974 | val_loss: 0.0311495 | Time: 2291.38 ms
[2022-04-08 09:04:09 main:574] : INFO : Epoch 1744 | loss: 0.0310976 | val_loss: 0.0311529 | Time: 2399.15 ms
[2022-04-08 09:04:12 main:574] : INFO : Epoch 1745 | loss: 0.0310996 | val_loss: 0.0311407 | Time: 2394.89 ms
[2022-04-08 09:04:14 main:574] : INFO : Epoch 1746 | loss: 0.0311036 | val_loss: 0.0311433 | Time: 2295.12 ms
[2022-04-08 09:04:16 main:574] : INFO : Epoch 1747 | loss: 0.0311018 | val_loss: 0.0311453 | Time: 2296.35 ms
[2022-04-08 09:04:19 main:574] : INFO : Epoch 1748 | loss: 0.0311012 | val_loss: 0.0311555 | Time: 2286.57 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1650 SUPER)
[2022-04-10 15:38:38 main:435] : INFO : Set logging level to 1
[2022-04-10 15:38:38 main:441] : INFO : Running in BOINC Client mode
[2022-04-10 15:38:38 main:444] : INFO : Resolving all filenames
[2022-04-10 15:38:38 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-10 15:38:38 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-10 15:38:38 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-10 15:38:38 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-10 15:38:38 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-10 15:38:38 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-10 15:38:38 main:474] : INFO : Configuration:
[2022-04-10 15:38:38 main:475] : INFO : Model type: GRU
[2022-04-10 15:38:38 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-10 15:38:38 main:477] : INFO : Max Epochs: 2048
[2022-04-10 15:38:38 main:478] : INFO : Batch Size: 128
[2022-04-10 15:38:38 main:479] : INFO : Learning Rate: 0.01
[2022-04-10 15:38:38 main:480] : INFO : Patience: 10
[2022-04-10 15:38:38 main:481] : INFO : Hidden Width: 12
[2022-04-10 15:38:38 main:482] : INFO : # Recurrent Layers: 4
[2022-04-10 15:38:38 main:483] : INFO : # Backend Layers: 4
[2022-04-10 15:38:38 main:484] : INFO : # Threads: 1
[2022-04-10 15:38:38 main:486] : INFO : Preparing Dataset
[2022-04-10 15:38:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-10 15:38:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-10 15:38:41 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-10 15:38:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-10 15:38:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-10 15:38:41 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-10 15:38:41 main:494] : INFO : Creating Model
[2022-04-10 15:38:41 main:507] : INFO : Preparing config file
[2022-04-10 15:38:41 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-10 15:38:41 main:512] : INFO : Loading config
[2022-04-10 15:38:41 main:514] : INFO : Loading state
[2022-04-10 15:38:43 main:559] : INFO : Loading DataLoader into Memory
[2022-04-10 15:38:43 main:562] : INFO : Starting Training
[2022-04-10 15:38:48 main:574] : INFO : Epoch 1725 | loss: 0.0312007 | val_loss: 0.0311597 | Time: 4549.71 ms
[2022-04-10 15:38:52 main:574] : INFO : Epoch 1726 | loss: 0.0311157 | val_loss: 0.0311485 | Time: 3616.82 ms
[2022-04-10 15:38:55 main:574] : INFO : Epoch 1727 | loss: 0.0311094 | val_loss: 0.0311441 | Time: 3651.01 ms
[2022-04-10 15:38:59 main:574] : INFO : Epoch 1728 | loss: 0.0311063 | val_loss: 0.031144 | Time: 3502.49 ms
[2022-04-10 15:39:02 main:574] : INFO : Epoch 1729 | loss: 0.0311063 | val_loss: 0.0311508 | Time: 3112.69 ms
[2022-04-10 15:39:05 main:574] : INFO : Epoch 1730 | loss: 0.0311019 | val_loss: 0.0311495 | Time: 3161.01 ms
[2022-04-10 15:39:08 main:574] : INFO : Epoch 1731 | loss: 0.0311024 | val_loss: 0.031146 | Time: 3427.59 ms
[2022-04-10 15:39:12 main:574] : INFO : Epoch 1732 | loss: 0.031103 | val_loss: 0.0311413 | Time: 3187.27 ms
[2022-04-10 15:39:15 main:574] : INFO : Epoch 1733 | loss: 0.0311045 | val_loss: 0.0311501 | Time: 3494.17 ms
[2022-04-10 15:39:18 main:574] : INFO : Epoch 1734 | loss: 0.0311036 | val_loss: 0.0311479 | Time: 3230.92 ms
[2022-04-10 15:39:22 main:574] : INFO : Epoch 1735 | loss: 0.0311025 | val_loss: 0.0311505 | Time: 3513.41 ms
[2022-04-10 15:39:25 main:574] : INFO : Epoch 1736 | loss: 0.0311083 | val_loss: 0.031159 | Time: 3385.81 ms
[2022-04-10 15:39:29 main:574] : INFO : Epoch 1737 | loss: 0.0311083 | val_loss: 0.031149 | Time: 3482.41 ms
[2022-04-10 15:39:32 main:574] : INFO : Epoch 1738 | loss: 0.0311076 | val_loss: 0.0311418 | Time: 3270.43 ms
[2022-04-10 15:39:36 main:574] : INFO : Epoch 1739 | loss: 0.0311056 | val_loss: 0.0311522 | Time: 3708.4 ms
[2022-04-10 15:39:40 main:574] : INFO : Epoch 1740 | loss: 0.0311009 | val_loss: 0.0311493 | Time: 3817.52 ms
[2022-04-10 15:39:43 main:574] : INFO : Epoch 1741 | loss: 0.0311008 | val_loss: 0.0311503 | Time: 3408.39 ms
[2022-04-10 15:39:47 main:574] : INFO : Epoch 1742 | loss: 0.031101 | val_loss: 0.0311516 | Time: 3835.94 ms
[2022-04-10 15:39:51 main:574] : INFO : Epoch 1743 | loss: 0.0310983 | val_loss: 0.0311481 | Time: 3815.38 ms
[2022-04-10 15:39:54 main:574] : INFO : Epoch 1744 | loss: 0.0310968 | val_loss: 0.0311538 | Time: 3427.69 ms
[2022-04-10 15:39:58 main:574] : INFO : Epoch 1745 | loss: 0.0310962 | val_loss: 0.0311549 | Time: 3451.81 ms
[2022-04-10 15:40:01 main:574] : INFO : Epoch 1746 | loss: 0.0311026 | val_loss: 0.0311553 | Time: 3586.74 ms
[2022-04-10 15:40:05 main:574] : INFO : Epoch 1747 | loss: 0.0311028 | val_loss: 0.031141 | Time: 3567.03 ms
[2022-04-10 15:40:08 main:574] : INFO : Epoch 1748 | loss: 0.0311005 | val_loss: 0.0311448 | Time: 3267.4 ms
[2022-04-10 15:40:12 main:574] : INFO : Epoch 1749 | loss: 0.0311025 | val_loss: 0.0311539 | Time: 3786.69 ms
[2022-04-10 15:40:15 main:574] : INFO : Epoch 1750 | loss: 0.0311037 | val_loss: 0.0311461 | Time: 3731.35 ms
[2022-04-10 15:40:19 main:574] : INFO : Epoch 1751 | loss: 0.0311021 | val_loss: 0.0311461 | Time: 3386.52 ms
[2022-04-10 15:40:23 main:574] : INFO : Epoch 1752 | loss: 0.0310987 | val_loss: 0.0311447 | Time: 3665.24 ms
[2022-04-10 15:40:26 main:574] : INFO : Epoch 1753 | loss: 0.0311069 | val_loss: 0.0311476 | Time: 3624.05 ms
[2022-04-10 15:40:30 main:574] : INFO : Epoch 1754 | loss: 0.0311004 | val_loss: 0.031138 | Time: 3494.14 ms
[2022-04-10 15:40:33 main:574] : INFO : Epoch 1755 | loss: 0.0311012 | val_loss: 0.0311419 | Time: 3567.06 ms
[2022-04-10 15:40:37 main:574] : INFO : Epoch 1756 | loss: 0.0311018 | val_loss: 0.0311403 | Time: 3802.99 ms
[2022-04-10 15:40:41 main:574] : INFO : Epoch 1757 | loss: 0.0311005 | val_loss: 0.0311446 | Time: 3777.33 ms
[2022-04-10 15:40:44 main:574] : INFO : Epoch 1758 | loss: 0.0311112 | val_loss: 0.0311549 | Time: 3234.29 ms
[2022-04-10 15:40:48 main:574] : INFO : Epoch 1759 | loss: 0.0311091 | val_loss: 0.0311552 | Time: 3465.93 ms
[2022-04-10 15:40:51 main:574] : INFO : Epoch 1760 | loss: 0.0311037 | val_loss: 0.0311603 | Time: 3705.51 ms
[2022-04-10 15:40:55 main:574] : INFO : Epoch 1761 | loss: 0.0311001 | val_loss: 0.0311491 | Time: 3544.27 ms
[2022-04-10 15:40:58 main:574] : INFO : Epoch 1762 | loss: 0.0310973 | val_loss: 0.0311487 | Time: 3504.8 ms
[2022-04-10 15:41:02 main:574] : INFO : Epoch 1763 | loss: 0.0310979 | val_loss: 0.0311457 | Time: 3224.42 ms
[2022-04-10 15:41:05 main:574] : INFO : Epoch 1764 | loss: 0.0310979 | val_loss: 0.0311522 | Time: 3904.2 ms
[2022-04-10 15:41:09 main:574] : INFO : Epoch 1765 | loss: 0.0310968 | val_loss: 0.0311524 | Time: 3793.05 ms
[2022-04-10 15:41:12 main:574] : INFO : Epoch 1766 | loss: 0.0310981 | val_loss: 0.031148 | Time: 3215.07 ms
[2022-04-10 15:41:16 main:574] : INFO : Epoch 1767 | loss: 0.0311016 | val_loss: 0.031154 | Time: 3494.98 ms
[2022-04-10 15:41:19 main:574] : INFO : Epoch 1768 | loss: 0.0311041 | val_loss: 0.0311502 | Time: 3346.43 ms
[2022-04-10 15:41:23 main:574] : INFO : Epoch 1769 | loss: 0.031103 | val_loss: 0.0311453 | Time: 3506.69 ms
[2022-04-10 15:41:26 main:574] : INFO : Epoch 1770 | loss: 0.0311005 | val_loss: 0.0311483 | Time: 3416.44 ms
[2022-04-10 15:41:30 main:574] : INFO : Epoch 1771 | loss: 0.0310968 | val_loss: 0.0311485 | Time: 3429.86 ms
[2022-04-10 15:41:33 main:574] : INFO : Epoch 1772 | loss: 0.0310978 | val_loss: 0.0311617 | Time: 3371.03 ms
[2022-04-10 15:41:37 main:574] : INFO : Epoch 1773 | loss: 0.0311042 | val_loss: 0.0311527 | Time: 4226.19 ms
[2022-04-10 15:41:41 main:574] : INFO : Epoch 1774 | loss: 0.031103 | val_loss: 0.0311493 | Time: 3516.94 ms
[2022-04-10 15:41:44 main:574] : INFO : Epoch 1775 | loss: 0.0311009 | val_loss: 0.0311501 | Time: 3385.34 ms
[2022-04-10 15:41:48 main:574] : INFO : Epoch 1776 | loss: 0.0311088 | val_loss: 0.0311456 | Time: 3638.21 ms
[2022-04-10 15:41:52 main:574] : INFO : Epoch 1777 | loss: 0.0311039 | val_loss: 0.0311512 | Time: 3847.57 ms
[2022-04-10 15:41:55 main:574] : INFO : Epoch 1778 | loss: 0.0311058 | val_loss: 0.0311466 | Time: 3421.91 ms
[2022-04-10 15:41:58 main:574] : INFO : Epoch 1779 | loss: 0.0311095 | val_loss: 0.0311533 | Time: 3153.03 ms
[2022-04-10 15:42:02 main:574] : INFO : Epoch 1780 | loss: 0.0311116 | val_loss: 0.0311518 | Time: 3626.14 ms
[2022-04-10 15:42:06 main:574] : INFO : Epoch 1781 | loss: 0.031111 | val_loss: 0.0311442 | Time: 3746.02 ms
[2022-04-10 15:42:09 main:574] : INFO : Epoch 1782 | loss: 0.0311046 | val_loss: 0.0311464 | Time: 3756.2 ms
[2022-04-10 15:42:13 main:574] : INFO : Epoch 1783 | loss: 0.0311033 | val_loss: 0.0311503 | Time: 3578.49 ms
[2022-04-10 15:42:17 main:574] : INFO : Epoch 1784 | loss: 0.0311034 | val_loss: 0.0311466 | Time: 3665.47 ms
[2022-04-10 15:42:21 main:574] : INFO : Epoch 1785 | loss: 0.0311016 | val_loss: 0.0311456 | Time: 3969.16 ms
[2022-04-10 15:42:24 main:574] : INFO : Epoch 1786 | loss: 0.0310993 | val_loss: 0.0311436 | Time: 3673.12 ms
[2022-04-10 15:42:27 main:574] : INFO : Epoch 1787 | loss: 0.0310966 | val_loss: 0.0311436 | Time: 3128.34 ms
[2022-04-10 15:42:31 main:574] : INFO : Epoch 1788 | loss: 0.0310963 | val_loss: 0.03115 | Time: 3490.18 ms
[2022-04-10 15:42:35 main:574] : INFO : Epoch 1789 | loss: 0.0311066 | val_loss: 0.031148 | Time: 3715.85 ms
[2022-04-10 15:42:38 main:574] : INFO : Epoch 1790 | loss: 0.0311078 | val_loss: 0.0311553 | Time: 3426.12 ms
[2022-04-10 15:42:42 main:574] : INFO : Epoch 1791 | loss: 0.0311089 | val_loss: 0.031149 | Time: 3569.68 ms
[2022-04-10 15:42:45 main:574] : INFO : Epoch 1792 | loss: 0.0311046 | val_loss: 0.0311569 | Time: 3473.96 ms
[2022-04-10 15:42:49 main:574] : INFO : Epoch 1793 | loss: 0.0311007 | val_loss: 0.0311518 | Time: 3416.13 ms
[2022-04-10 15:42:52 main:574] : INFO : Epoch 1794 | loss: 0.031107 | val_loss: 0.0311454 | Time: 3502.75 ms
[2022-04-10 15:42:55 main:574] : INFO : Epoch 1795 | loss: 0.0311085 | val_loss: 0.0311403 | Time: 3308.63 ms
[2022-04-10 15:42:59 main:574] : INFO : Epoch 1796 | loss: 0.0311028 | val_loss: 0.0311397 | Time: 3543.57 ms
[2022-04-10 15:43:03 main:574] : INFO : Epoch 1797 | loss: 0.0310995 | val_loss: 0.0311435 | Time: 3868.02 ms
[2022-04-10 15:43:06 main:574] : INFO : Epoch 1798 | loss: 0.0310973 | val_loss: 0.0311457 | Time: 3405.6 ms
[2022-04-10 15:43:10 main:574] : INFO : Epoch 1799 | loss: 0.0310985 | val_loss: 0.0311545 | Time: 3613.05 ms
[2022-04-10 15:43:13 main:574] : INFO : Epoch 1800 | loss: 0.0311014 | val_loss: 0.0311499 | Time: 3518.95 ms
[2022-04-10 15:43:17 main:574] : INFO : Epoch 1801 | loss: 0.0311036 | val_loss: 0.0311481 | Time: 3710.31 ms
[2022-04-10 15:43:21 main:574] : INFO : Epoch 1802 | loss: 0.0311041 | val_loss: 0.0311401 | Time: 3729.51 ms
[2022-04-10 15:43:24 main:574] : INFO : Epoch 1803 | loss: 0.0311003 | val_loss: 0.0311508 | Time: 3142.21 ms
[2022-04-10 15:43:28 main:574] : INFO : Epoch 1804 | loss: 0.0310998 | val_loss: 0.0311482 | Time: 3798.56 ms
[2022-04-10 15:43:31 main:574] : INFO : Epoch 1805 | loss: 0.0310956 | val_loss: 0.0311513 | Time: 3524.29 ms
[2022-04-10 15:43:34 main:574] : INFO : Epoch 1806 | loss: 0.0310952 | val_loss: 0.0311452 | Time: 3236.81 ms
[2022-04-10 15:43:38 main:574] : INFO : Epoch 1807 | loss: 0.0310923 | val_loss: 0.0311463 | Time: 3475.67 ms
[2022-04-10 15:43:41 main:574] : INFO : Epoch 1808 | loss: 0.031093 | val_loss: 0.0311524 | Time: 3471.59 ms
[2022-04-10 15:43:45 main:574] : INFO : Epoch 1809 | loss: 0.0310954 | val_loss: 0.0311454 | Time: 3248.32 ms
[2022-04-10 15:43:48 main:574] : INFO : Epoch 1810 | loss: 0.031092 | val_loss: 0.0311501 | Time: 3594.29 ms
[2022-04-10 15:43:52 main:574] : INFO : Epoch 1811 | loss: 0.0310925 | val_loss: 0.0311478 | Time: 3504.85 ms
[2022-04-10 15:43:55 main:574] : INFO : Epoch 1812 | loss: 0.0310913 | val_loss: 0.0311503 | Time: 3323.72 ms
[2022-04-10 15:43:59 main:574] : INFO : Epoch 1813 | loss: 0.0310957 | val_loss: 0.0311477 | Time: 3537.69 ms
[2022-04-10 15:44:02 main:574] : INFO : Epoch 1814 | loss: 0.0310942 | val_loss: 0.0311496 | Time: 3241.13 ms
[2022-04-10 15:44:05 main:574] : INFO : Epoch 1815 | loss: 0.031095 | val_loss: 0.031149 | Time: 3201.47 ms
[2022-04-10 15:44:09 main:574] : INFO : Epoch 1816 | loss: 0.0310975 | val_loss: 0.0311433 | Time: 3605.72 ms
[2022-04-10 15:44:12 main:574] : INFO : Epoch 1817 | loss: 0.0310978 | val_loss: 0.0311507 | Time: 3670.14 ms
[2022-04-10 15:44:16 main:574] : INFO : Epoch 1818 | loss: 0.0310964 | val_loss: 0.0311535 | Time: 3880.5 ms
[2022-04-10 15:44:20 main:574] : INFO : Epoch 1819 | loss: 0.031091 | val_loss: 0.0311477 | Time: 3483.85 ms
[2022-04-10 15:44:23 main:574] : INFO : Epoch 1820 | loss: 0.0310885 | val_loss: 0.0311464 | Time: 3561.95 ms
[2022-04-10 15:44:27 main:574] : INFO : Epoch 1821 | loss: 0.0310885 | val_loss: 0.0311506 | Time: 3472.81 ms
[2022-04-10 15:44:30 main:574] : INFO : Epoch 1822 | loss: 0.0310908 | val_loss: 0.0311475 | Time: 3323.37 ms
[2022-04-10 15:44:33 main:574] : INFO : Epoch 1823 | loss: 0.0310929 | val_loss: 0.0311548 | Time: 3127.04 ms
[2022-04-10 15:44:37 main:574] : INFO : Epoch 1824 | loss: 0.0310987 | val_loss: 0.0311483 | Time: 3480.92 ms
[2022-04-10 15:44:40 main:574] : INFO : Epoch 1825 | loss: 0.031102 | val_loss: 0.0311491 | Time: 3503.38 ms
[2022-04-10 15:44:44 main:574] : INFO : Epoch 1826 | loss: 0.0310982 | val_loss: 0.0311441 | Time: 4002.97 ms
[2022-04-10 15:44:48 main:574] : INFO : Epoch 1827 | loss: 0.0310948 | val_loss: 0.0311476 | Time: 3496.21 ms
[2022-04-10 15:44:51 main:574] : INFO : Epoch 1828 | loss: 0.0310909 | val_loss: 0.0311463 | Time: 3122.44 ms
[2022-04-10 15:44:54 main:574] : INFO : Epoch 1829 | loss: 0.0310926 | val_loss: 0.0311466 | Time: 3071.77 ms
[2022-04-10 15:44:57 main:574] : INFO : Epoch 1830 | loss: 0.0310926 | val_loss: 0.0311433 | Time: 3437.4 ms
[2022-04-10 15:45:01 main:574] : INFO : Epoch 1831 | loss: 0.0310917 | val_loss: 0.0311552 | Time: 3975.86 ms
[2022-04-10 15:45:05 main:574] : INFO : Epoch 1832 | loss: 0.0310912 | val_loss: 0.0311547 | Time: 3507.17 ms
[2022-04-10 15:45:08 main:574] : INFO : Epoch 1833 | loss: 0.0310976 | val_loss: 0.031151 | Time: 3538.05 ms
[2022-04-10 15:45:12 main:574] : INFO : Epoch 1834 | loss: 0.0311094 | val_loss: 0.0311487 | Time: 3509.36 ms
[2022-04-10 15:45:15 main:574] : INFO : Epoch 1835 | loss: 0.0311135 | val_loss: 0.0311448 | Time: 3314.22 ms
[2022-04-10 15:45:19 main:574] : INFO : Epoch 1836 | loss: 0.03111 | val_loss: 0.0311426 | Time: 3353.09 ms
[2022-04-10 15:45:22 main:574] : INFO : Epoch 1837 | loss: 0.0311032 | val_loss: 0.0311502 | Time: 3273.03 ms
[2022-04-10 15:45:25 main:574] : INFO : Epoch 1838 | loss: 0.0310992 | val_loss: 0.0311476 | Time: 3562.07 ms
[2022-04-10 15:45:29 main:574] : INFO : Epoch 1839 | loss: 0.0310958 | val_loss: 0.0311433 | Time: 3367.05 ms
[2022-04-10 15:45:32 main:574] : INFO : Epoch 1840 | loss: 0.0310957 | val_loss: 0.031148 | Time: 3408.03 ms
[2022-04-10 15:45:36 main:574] : INFO : Epoch 1841 | loss: 0.0311259 | val_loss: 0.0311564 | Time: 3556.82 ms
[2022-04-10 15:45:39 main:574] : INFO : Epoch 1842 | loss: 0.0311349 | val_loss: 0.0311516 | Time: 3385.03 ms
[2022-04-10 15:45:42 main:574] : INFO : Epoch 1843 | loss: 0.0311327 | val_loss: 0.0311602 | Time: 3286.35 ms
[2022-04-10 15:45:46 main:574] : INFO : Epoch 1844 | loss: 0.0311287 | val_loss: 0.0311544 | Time: 3478.93 ms
[2022-04-10 15:45:50 main:574] : INFO : Epoch 1845 | loss: 0.031117 | val_loss: 0.0311492 | Time: 3657.62 ms
[2022-04-10 15:45:53 main:574] : INFO : Epoch 1846 | loss: 0.0311126 | val_loss: 0.0311466 | Time: 3756.57 ms
[2022-04-10 15:45:57 main:574] : INFO : Epoch 1847 | loss: 0.03111 | val_loss: 0.0311501 | Time: 3270.72 ms
[2022-04-10 15:46:00 main:574] : INFO : Epoch 1848 | loss: 0.0311107 | val_loss: 0.0311386 | Time: 3570.19 ms
[2022-04-10 15:46:04 main:574] : INFO : Epoch 1849 | loss: 0.0311082 | val_loss: 0.0311435 | Time: 3485.19 ms
[2022-04-10 15:46:07 main:574] : INFO : Epoch 1850 | loss: 0.0311114 | val_loss: 0.0311394 | Time: 3322.81 ms
[2022-04-10 15:46:10 main:574] : INFO : Epoch 1851 | loss: 0.0311138 | val_loss: 0.0311434 | Time: 3431.39 ms
[2022-04-10 15:46:14 main:574] : INFO : Epoch 1852 | loss: 0.0311146 | val_loss: 0.0311412 | Time: 3538.5 ms
[2022-04-10 15:46:17 main:574] : INFO : Epoch 1853 | loss: 0.0311106 | val_loss: 0.0311458 | Time: 3323.62 ms
[2022-04-10 15:46:21 main:574] : INFO : Epoch 1854 | loss: 0.0311089 | val_loss: 0.031142 | Time: 3741.42 ms
[2022-04-10 15:46:24 main:574] : INFO : Epoch 1855 | loss: 0.0311062 | val_loss: 0.0311432 | Time: 3184.16 ms
[2022-04-10 15:46:27 main:574] : INFO : Epoch 1856 | loss: 0.0311046 | val_loss: 0.0311395 | Time: 2972.27 ms
[2022-04-10 15:46:31 main:574] : INFO : Epoch 1857 | loss: 0.0311024 | val_loss: 0.0311378 | Time: 3524.64 ms
[2022-04-10 15:46:34 main:574] : INFO : Epoch 1858 | loss: 0.0311003 | val_loss: 0.0311403 | Time: 3686.71 ms
[2022-04-10 15:46:38 main:574] : INFO : Epoch 1859 | loss: 0.0310986 | val_loss: 0.0311427 | Time: 3679.45 ms
[2022-04-10 15:46:42 main:574] : INFO : Epoch 1860 | loss: 0.0310971 | val_loss: 0.0311464 | Time: 3559.11 ms
[2022-04-10 15:46:45 main:574] : INFO : Epoch 1861 | loss: 0.0310942 | val_loss: 0.031153 | Time: 3556.27 ms
[2022-04-10 15:46:49 main:574] : INFO : Epoch 1862 | loss: 0.0310917 | val_loss: 0.0311413 | Time: 3615.23 ms
[2022-04-10 15:46:52 main:574] : INFO : Epoch 1863 | loss: 0.0310912 | val_loss: 0.0311422 | Time: 3466.62 ms
[2022-04-10 15:46:56 main:574] : INFO : Epoch 1864 | loss: 0.0310913 | val_loss: 0.0311437 | Time: 3457.23 ms
[2022-04-10 15:46:59 main:574] : INFO : Epoch 1865 | loss: 0.0310921 | val_loss: 0.0311442 | Time: 3618.43 ms
[2022-04-10 15:47:03 main:574] : INFO : Epoch 1866 | loss: 0.0310996 | val_loss: 0.0311433 | Time: 3591.31 ms
[2022-04-10 15:47:07 main:574] : INFO : Epoch 1867 | loss: 0.0310959 | val_loss: 0.0311402 | Time: 3714.61 ms
[2022-04-10 15:47:10 main:574] : INFO : Epoch 1868 | loss: 0.0310962 | val_loss: 0.031143 | Time: 3440.31 ms
[2022-04-10 15:47:14 main:574] : INFO : Epoch 1869 | loss: 0.0310989 | val_loss: 0.0311386 | Time: 3504.05 ms
[2022-04-10 15:47:17 main:574] : INFO : Epoch 1870 | loss: 0.0310966 | val_loss: 0.0311355 | Time: 3240.82 ms
[2022-04-10 15:47:21 main:574] : INFO : Epoch 1871 | loss: 0.0310956 | val_loss: 0.0311424 | Time: 3730.3 ms
[2022-04-10 15:47:24 main:574] : INFO : Epoch 1872 | loss: 0.0310959 | val_loss: 0.0311394 | Time: 3599.29 ms
[2022-04-10 15:47:28 main:574] : INFO : Epoch 1873 | loss: 0.0310969 | val_loss: 0.0311488 | Time: 3829.97 ms
[2022-04-10 15:47:32 main:574] : INFO : Epoch 1874 | loss: 0.0311008 | val_loss: 0.0311484 | Time: 3465.62 ms
[2022-04-10 15:47:35 main:574] : INFO : Epoch 1875 | loss: 0.0310946 | val_loss: 0.031146 | Time: 3510 ms
[2022-04-10 15:47:39 main:574] : INFO : Epoch 1876 | loss: 0.031095 | val_loss: 0.0311378 | Time: 3670.63 ms
[2022-04-10 15:47:43 main:574] : INFO : Epoch 1877 | loss: 0.0310959 | val_loss: 0.0311412 | Time: 3928.74 ms
[2022-04-10 15:47:46 main:574] : INFO : Epoch 1878 | loss: 0.0311019 | val_loss: 0.0311391 | Time: 3251.66 ms
[2022-04-10 15:47:49 main:574] : INFO : Epoch 1879 | loss: 0.031103 | val_loss: 0.0311421 | Time: 3379.39 ms
[2022-04-10 15:47:53 main:574] : INFO : Epoch 1880 | loss: 0.031105 | val_loss: 0.0311337 | Time: 3565.43 ms
[2022-04-10 15:47:56 main:574] : INFO : Epoch 1881 | loss: 0.0311027 | val_loss: 0.0311411 | Time: 3522.46 ms
[2022-04-10 15:48:00 main:574] : INFO : Epoch 1882 | loss: 0.0311006 | val_loss: 0.0311354 | Time: 3312.86 ms
[2022-04-10 15:48:03 main:574] : INFO : Epoch 1883 | loss: 0.0310995 | val_loss: 0.0311418 | Time: 3349.54 ms
[2022-04-10 15:48:06 main:574] : INFO : Epoch 1884 | loss: 0.0311138 | val_loss: 0.0311584 | Time: 3174.69 ms
[2022-04-10 15:48:10 main:574] : INFO : Epoch 1885 | loss: 0.0311177 | val_loss: 0.0311424 | Time: 3336.37 ms
[2022-04-10 15:48:13 main:574] : INFO : Epoch 1886 | loss: 0.0311099 | val_loss: 0.0311415 | Time: 3353.02 ms
[2022-04-10 15:48:17 main:574] : INFO : Epoch 1887 | loss: 0.0311118 | val_loss: 0.031137 | Time: 3637.93 ms
[2022-04-10 15:48:20 main:574] : INFO : Epoch 1888 | loss: 0.0311094 | val_loss: 0.0311387 | Time: 3490.86 ms
[2022-04-10 15:48:23 main:574] : INFO : Epoch 1889 | loss: 0.0311052 | val_loss: 0.0311351 | Time: 3413.48 ms
[2022-04-10 15:48:27 main:574] : INFO : Epoch 1890 | loss: 0.0310998 | val_loss: 0.0311397 | Time: 3043.61 ms
[2022-04-10 15:48:30 main:574] : INFO : Epoch 1891 | loss: 0.0310981 | val_loss: 0.0311425 | Time: 3813.29 ms
[2022-04-10 15:48:34 main:574] : INFO : Epoch 1892 | loss: 0.0311037 | val_loss: 0.03114 | Time: 3938.34 ms
[2022-04-10 15:48:38 main:574] : INFO : Epoch 1893 | loss: 0.0311049 | val_loss: 0.0311389 | Time: 3571.56 ms
[2022-04-10 15:48:41 main:574] : INFO : Epoch 1894 | loss: 0.0311033 | val_loss: 0.0311447 | Time: 3509.27 ms
[2022-04-10 15:48:45 main:574] : INFO : Epoch 1895 | loss: 0.0311053 | val_loss: 0.0311416 | Time: 3651.96 ms
[2022-04-10 15:48:49 main:574] : INFO : Epoch 1896 | loss: 0.031108 | val_loss: 0.031143 | Time: 3517.72 ms
[2022-04-10 15:48:52 main:574] : INFO : Epoch 1897 | loss: 0.0311056 | val_loss: 0.03114 | Time: 3556.88 ms
[2022-04-10 15:48:55 main:574] : INFO : Epoch 1898 | loss: 0.0311051 | val_loss: 0.0311417 | Time: 3295.57 ms
[2022-04-10 15:48:59 main:574] : INFO : Epoch 1899 | loss: 0.031102 | val_loss: 0.0311431 | Time: 3381.94 ms
[2022-04-10 15:49:02 main:574] : INFO : Epoch 1900 | loss: 0.0311005 | val_loss: 0.0311348 | Time: 3451.93 ms
[2022-04-10 15:49:06 main:574] : INFO : Epoch 1901 | loss: 0.0310981 | val_loss: 0.0311421 | Time: 3530.89 ms
[2022-04-10 15:49:09 main:574] : INFO : Epoch 1902 | loss: 0.0310967 | val_loss: 0.0311369 | Time: 3703.1 ms
[2022-04-10 15:49:13 main:574] : INFO : Epoch 1903 | loss: 0.0310945 | val_loss: 0.0311391 | Time: 3679.41 ms
[2022-04-10 15:49:17 main:574] : INFO : Epoch 1904 | loss: 0.0310945 | val_loss: 0.0311405 | Time: 3405.68 ms
[2022-04-10 15:49:20 main:574] : INFO : Epoch 1905 | loss: 0.0310944 | val_loss: 0.0311401 | Time: 3311.75 ms
[2022-04-10 15:49:23 main:574] : INFO : Epoch 1906 | loss: 0.031093 | val_loss: 0.0311401 | Time: 3206.14 ms
[2022-04-10 15:49:27 main:574] : INFO : Epoch 1907 | loss: 0.031094 | val_loss: 0.0311412 | Time: 3406 ms
[2022-04-10 15:49:30 main:574] : INFO : Epoch 1908 | loss: 0.0310943 | val_loss: 0.0311348 | Time: 3630.17 ms
[2022-04-10 15:49:34 main:574] : INFO : Epoch 1909 | loss: 0.0310929 | val_loss: 0.0311369 | Time: 3655.05 ms
[2022-04-10 15:49:37 main:574] : INFO : Epoch 1910 | loss: 0.0310934 | val_loss: 0.031138 | Time: 3534.85 ms
[2022-04-10 15:49:41 main:574] : INFO : Epoch 1911 | loss: 0.0310942 | val_loss: 0.0311386 | Time: 3608.39 ms
[2022-04-10 15:49:44 main:574] : INFO : Epoch 1912 | loss: 0.0310922 | val_loss: 0.0311387 | Time: 3168.11 ms
[2022-04-10 15:49:48 main:574] : INFO : Epoch 1913 | loss: 0.0310935 | val_loss: 0.0311455 | Time: 3545.66 ms
[2022-04-10 15:49:51 main:574] : INFO : Epoch 1914 | loss: 0.031093 | val_loss: 0.0311434 | Time: 3607.07 ms
[2022-04-10 15:49:55 main:574] : INFO : Epoch 1915 | loss: 0.0310928 | val_loss: 0.0311399 | Time: 3554.69 ms
[2022-04-10 15:49:58 main:574] : INFO : Epoch 1916 | loss: 0.0310942 | val_loss: 0.0311454 | Time: 3184.62 ms
[2022-04-10 15:50:02 main:574] : INFO : Epoch 1917 | loss: 0.0310904 | val_loss: 0.0311378 | Time: 3771 ms
[2022-04-10 15:50:05 main:574] : INFO : Epoch 1918 | loss: 0.0310865 | val_loss: 0.0311421 | Time: 3520.86 ms
[2022-04-10 15:50:08 main:574] : INFO : Epoch 1919 | loss: 0.0310874 | val_loss: 0.0311415 | Time: 3133.89 ms
[2022-04-10 15:50:12 main:574] : INFO : Epoch 1920 | loss: 0.031089 | val_loss: 0.0311344 | Time: 3323.13 ms
[2022-04-10 15:50:15 main:574] : INFO : Epoch 1921 | loss: 0.0310958 | val_loss: 0.0311391 | Time: 3319.7 ms
[2022-04-10 15:50:18 main:574] : INFO : Epoch 1922 | loss: 0.031092 | val_loss: 0.0311372 | Time: 3353.09 ms
[2022-04-10 15:50:22 main:574] : INFO : Epoch 1923 | loss: 0.0310895 | val_loss: 0.0311409 | Time: 3154.02 ms
[2022-04-10 15:50:25 main:574] : INFO : Epoch 1924 | loss: 0.0310909 | val_loss: 0.0311425 | Time: 3754.77 ms
[2022-04-10 15:50:29 main:574] : INFO : Epoch 1925 | loss: 0.031089 | val_loss: 0.0311365 | Time: 3309.55 ms
[2022-04-10 15:50:32 main:574] : INFO : Epoch 1926 | loss: 0.0310878 | val_loss: 0.0311436 | Time: 3434.17 ms
[2022-04-10 15:50:36 main:574] : INFO : Epoch 1927 | loss: 0.0310879 | val_loss: 0.0311387 | Time: 3494.27 ms
[2022-04-10 15:50:39 main:574] : INFO : Epoch 1928 | loss: 0.0311113 | val_loss: 0.0311447 | Time: 3649.16 ms
[2022-04-10 15:50:43 main:574] : INFO : Epoch 1929 | loss: 0.0311119 | val_loss: 0.0311458 | Time: 3201.11 ms
[2022-04-10 15:50:46 main:574] : INFO : Epoch 1930 | loss: 0.0311063 | val_loss: 0.0311374 | Time: 3385.23 ms
[2022-04-10 15:50:49 main:574] : INFO : Epoch 1931 | loss: 0.0311023 | val_loss: 0.0311452 | Time: 3252.59 ms
[2022-04-10 15:50:53 main:574] : INFO : Epoch 1932 | loss: 0.0310987 | val_loss: 0.0311404 | Time: 3491.57 ms
[2022-04-10 15:50:56 main:574] : INFO : Epoch 1933 | loss: 0.0310972 | val_loss: 0.0311451 | Time: 3580.34 ms
[2022-04-10 15:51:00 main:574] : INFO : Epoch 1934 | loss: 0.0310998 | val_loss: 0.031137 | Time: 3409.05 ms
[2022-04-10 15:51:03 main:574] : INFO : Epoch 1935 | loss: 0.0311006 | val_loss: 0.031142 | Time: 3070.88 ms
[2022-04-10 15:51:06 main:574] : INFO : Epoch 1936 | loss: 0.0311 | val_loss: 0.031142 | Time: 3513.02 ms
[2022-04-10 15:51:10 main:574] : INFO : Epoch 1937 | loss: 0.0310931 | val_loss: 0.031137 | Time: 3674.84 ms
[2022-04-10 15:51:14 main:574] : INFO : Epoch 1938 | loss: 0.0310919 | val_loss: 0.0311371 | Time: 3839.86 ms
[2022-04-10 15:51:17 main:574] : INFO : Epoch 1939 | loss: 0.0310929 | val_loss: 0.0311383 | Time: 3640.03 ms
[2022-04-10 15:51:21 main:574] : INFO : Epoch 1940 | loss: 0.0310945 | val_loss: 0.0311334 | Time: 3720.4 ms
[2022-04-10 15:51:25 main:574] : INFO : Epoch 1941 | loss: 0.0310928 | val_loss: 0.0311385 | Time: 3758.44 ms
[2022-04-10 15:51:28 main:574] : INFO : Epoch 1942 | loss: 0.0310896 | val_loss: 0.0311368 | Time: 3552.27 ms
[2022-04-10 15:51:32 main:574] : INFO : Epoch 1943 | loss: 0.0310922 | val_loss: 0.0311352 | Time: 3632.06 ms
[2022-04-10 15:51:35 main:574] : INFO : Epoch 1944 | loss: 0.0310893 | val_loss: 0.0311384 | Time: 3286.48 ms
[2022-04-10 15:51:39 main:574] : INFO : Epoch 1945 | loss: 0.0310875 | val_loss: 0.0311374 | Time: 3447.45 ms
[2022-04-10 15:51:42 main:574] : INFO : Epoch 1946 | loss: 0.0310854 | val_loss: 0.0311337 | Time: 3409.28 ms
[2022-04-10 15:51:47 main:574] : INFO : Epoch 1947 | loss: 0.0311056 | val_loss: 0.0311451 | Time: 4349.45 ms
[2022-04-10 15:51:50 main:574] : INFO : Epoch 1948 | loss: 0.0311279 | val_loss: 0.0311376 | Time: 3079.81 ms
[2022-04-10 15:51:53 main:574] : INFO : Epoch 1949 | loss: 0.031122 | val_loss: 0.0311523 | Time: 2999.09 ms
[2022-04-10 15:51:56 main:574] : INFO : Epoch 1950 | loss: 0.0311112 | val_loss: 0.0311448 | Time: 3120.7 ms
[2022-04-10 15:52:00 main:574] : INFO : Epoch 1951 | loss: 0.0311042 | val_loss: 0.0311398 | Time: 3963.26 ms
[2022-04-10 15:52:03 main:574] : INFO : Epoch 1952 | loss: 0.0311024 | val_loss: 0.0311431 | Time: 3440.42 ms
[2022-04-10 15:52:07 main:574] : INFO : Epoch 1953 | loss: 0.0311026 | val_loss: 0.0311402 | Time: 3734.95 ms
[2022-04-10 15:52:11 main:574] : INFO : Epoch 1954 | loss: 0.0311006 | val_loss: 0.0311415 | Time: 3864.22 ms
[2022-04-10 15:52:14 main:574] : INFO : Epoch 1955 | loss: 0.0310973 | val_loss: 0.0311414 | Time: 3655.32 ms
[2022-04-10 15:52:18 main:574] : INFO : Epoch 1956 | loss: 0.0310949 | val_loss: 0.0311388 | Time: 3344.21 ms
[2022-04-10 15:52:21 main:574] : INFO : Epoch 1957 | loss: 0.0310946 | val_loss: 0.0311382 | Time: 3193.4 ms
[2022-04-10 15:52:25 main:574] : INFO : Epoch 1958 | loss: 0.0310949 | val_loss: 0.0311404 | Time: 3697.35 ms
[2022-04-10 15:52:28 main:574] : INFO : Epoch 1959 | loss: 0.0310921 | val_loss: 0.0311367 | Time: 3220.25 ms
[2022-04-10 15:52:31 main:574] : INFO : Epoch 1960 | loss: 0.0310891 | val_loss: 0.0311429 | Time: 3541.73 ms
[2022-04-10 15:52:35 main:574] : INFO : Epoch 1961 | loss: 0.0310876 | val_loss: 0.0311384 | Time: 3653.09 ms
[2022-04-10 15:52:39 main:574] : INFO : Epoch 1962 | loss: 0.0310891 | val_loss: 0.0311446 | Time: 3889.25 ms
[2022-04-10 15:52:42 main:574] : INFO : Epoch 1963 | loss: 0.0310885 | val_loss: 0.0311349 | Time: 3400.17 ms
[2022-04-10 15:52:46 main:574] : INFO : Epoch 1964 | loss: 0.0310875 | val_loss: 0.0311407 | Time: 3244.2 ms
[2022-04-10 15:52:49 main:574] : INFO : Epoch 1965 | loss: 0.0310871 | val_loss: 0.0311386 | Time: 3640.17 ms
[2022-04-10 15:52:53 main:574] : INFO : Epoch 1966 | loss: 0.03109 | val_loss: 0.0311344 | Time: 3618.82 ms
[2022-04-10 15:52:56 main:574] : INFO : Epoch 1967 | loss: 0.031095 | val_loss: 0.0311457 | Time: 3550.24 ms
[2022-04-10 15:53:00 main:574] : INFO : Epoch 1968 | loss: 0.0310866 | val_loss: 0.0311399 | Time: 3721.49 ms
[2022-04-10 15:53:04 main:574] : INFO : Epoch 1969 | loss: 0.0310847 | val_loss: 0.0311406 | Time: 3803.68 ms
[2022-04-10 15:53:08 main:574] : INFO : Epoch 1970 | loss: 0.0310836 | val_loss: 0.0311398 | Time: 3707.45 ms
[2022-04-10 15:53:11 main:574] : INFO : Epoch 1971 | loss: 0.031087 | val_loss: 0.0311399 | Time: 3307.75 ms
[2022-04-10 15:53:15 main:574] : INFO : Epoch 1972 | loss: 0.0310909 | val_loss: 0.0311357 | Time: 3563.41 ms
[2022-04-10 15:53:18 main:574] : INFO : Epoch 1973 | loss: 0.0310854 | val_loss: 0.0311436 | Time: 3683.99 ms
[2022-04-10 15:53:21 main:574] : INFO : Epoch 1974 | loss: 0.031084 | val_loss: 0.0311405 | Time: 3189.44 ms
[2022-04-10 15:53:25 main:574] : INFO : Epoch 1975 | loss: 0.0310853 | val_loss: 0.0311346 | Time: 3139.89 ms
[2022-04-10 15:53:28 main:574] : INFO : Epoch 1976 | loss: 0.0310883 | val_loss: 0.031143 | Time: 3691.25 ms
[2022-04-10 15:53:32 main:574] : INFO : Epoch 1977 | loss: 0.0310876 | val_loss: 0.031146 | Time: 3494.05 ms
[2022-04-10 15:53:35 main:574] : INFO : Epoch 1978 | loss: 0.0310861 | val_loss: 0.0311393 | Time: 3245.62 ms
[2022-04-10 15:53:38 main:574] : INFO : Epoch 1979 | loss: 0.0310869 | val_loss: 0.0311412 | Time: 3386.27 ms
[2022-04-10 15:53:42 main:574] : INFO : Epoch 1980 | loss: 0.031088 | val_loss: 0.0311351 | Time: 3166.62 ms
[2022-04-10 15:53:45 main:574] : INFO : Epoch 1981 | loss: 0.0310885 | val_loss: 0.0311465 | Time: 3597.26 ms
[2022-04-10 15:53:49 main:574] : INFO : Epoch 1982 | loss: 0.03109 | val_loss: 0.0311377 | Time: 3751.63 ms
[2022-04-10 15:53:53 main:574] : INFO : Epoch 1983 | loss: 0.0310852 | val_loss: 0.031137 | Time: 3667.05 ms
[2022-04-10 15:53:56 main:574] : INFO : Epoch 1984 | loss: 0.0310897 | val_loss: 0.0311331 | Time: 3717.66 ms
[2022-04-10 15:54:00 main:574] : INFO : Epoch 1985 | loss: 0.0310897 | val_loss: 0.0311393 | Time: 3253.63 ms
[2022-04-10 15:54:03 main:574] : INFO : Epoch 1986 | loss: 0.0310883 | val_loss: 0.0311388 | Time: 3165.37 ms
[2022-04-10 15:54:06 main:574] : INFO : Epoch 1987 | loss: 0.0310863 | val_loss: 0.0311411 | Time: 3633.88 ms
[2022-04-10 15:54:10 main:574] : INFO : Epoch 1988 | loss: 0.0310826 | val_loss: 0.0311371 | Time: 3340.15 ms
[2022-04-10 15:54:13 main:574] : INFO : Epoch 1989 | loss: 0.0310846 | val_loss: 0.0311406 | Time: 3454.79 ms
[2022-04-10 15:54:17 main:574] : INFO : Epoch 1990 | loss: 0.0310874 | val_loss: 0.0311519 | Time: 3494.33 ms
[2022-04-10 15:54:20 main:574] : INFO : Epoch 1991 | loss: 0.0310902 | val_loss: 0.031145 | Time: 3282.82 ms
[2022-04-10 15:54:24 main:574] : INFO : Epoch 1992 | loss: 0.0311064 | val_loss: 0.0311529 | Time: 3968.66 ms
[2022-04-10 15:54:28 main:574] : INFO : Epoch 1993 | loss: 0.031102 | val_loss: 0.031132 | Time: 3607.1 ms
[2022-04-10 15:54:31 main:574] : INFO : Epoch 1994 | loss: 0.0310923 | val_loss: 0.031142 | Time: 3347.62 ms
[2022-04-10 15:54:34 main:574] : INFO : Epoch 1995 | loss: 0.0310903 | val_loss: 0.0311433 | Time: 3489.98 ms
[2022-04-10 15:54:38 main:574] : INFO : Epoch 1996 | loss: 0.0310937 | val_loss: 0.0311357 | Time: 3606.61 ms
[2022-04-10 15:54:42 main:574] : INFO : Epoch 1997 | loss: 0.0310889 | val_loss: 0.031139 | Time: 3617.04 ms
[2022-04-10 15:54:45 main:574] : INFO : Epoch 1998 | loss: 0.0310929 | val_loss: 0.0311343 | Time: 3769.87 ms
[2022-04-10 15:54:49 main:574] : INFO : Epoch 1999 | loss: 0.0310908 | val_loss: 0.0311321 | Time: 3079.85 ms
[2022-04-10 15:54:52 main:574] : INFO : Epoch 2000 | loss: 0.0310904 | val_loss: 0.0311397 | Time: 3639.34 ms
[2022-04-10 15:54:56 main:574] : INFO : Epoch 2001 | loss: 0.0310894 | val_loss: 0.0311356 | Time: 3413.76 ms
[2022-04-10 15:54:59 main:574] : INFO : Epoch 2002 | loss: 0.0310845 | val_loss: 0.0311372 | Time: 3226.81 ms
[2022-04-10 15:55:02 main:574] : INFO : Epoch 2003 | loss: 0.0310859 | val_loss: 0.0311405 | Time: 3409.37 ms
[2022-04-10 15:55:05 main:574] : INFO : Epoch 2004 | loss: 0.0310849 | val_loss: 0.0311407 | Time: 2973.7 ms
[2022-04-10 15:55:08 main:574] : INFO : Epoch 2005 | loss: 0.0310843 | val_loss: 0.0311376 | Time: 3221.19 ms
[2022-04-10 15:55:12 main:574] : INFO : Epoch 2006 | loss: 0.0310809 | val_loss: 0.0311411 | Time: 3647.07 ms
[2022-04-10 15:55:16 main:574] : INFO : Epoch 2007 | loss: 0.0310792 | val_loss: 0.0311375 | Time: 3622.69 ms
[2022-04-10 15:55:19 main:574] : INFO : Epoch 2008 | loss: 0.0310785 | val_loss: 0.0311418 | Time: 3522.47 ms
[2022-04-10 15:55:23 main:574] : INFO : Epoch 2009 | loss: 0.0310814 | val_loss: 0.0311433 | Time: 3573.27 ms
[2022-04-10 15:55:26 main:574] : INFO : Epoch 2010 | loss: 0.0310831 | val_loss: 0.0311454 | Time: 3644.7 ms
[2022-04-10 15:55:30 main:574] : INFO : Epoch 2011 | loss: 0.0310835 | val_loss: 0.031147 | Time: 3461.95 ms
[2022-04-10 15:55:33 main:574] : INFO : Epoch 2012 | loss: 0.0310879 | val_loss: 0.0311489 | Time: 3322.13 ms
[2022-04-10 15:55:37 main:574] : INFO : Epoch 2013 | loss: 0.0310883 | val_loss: 0.0311459 | Time: 3590.75 ms
[2022-04-10 15:55:40 main:574] : INFO : Epoch 2014 | loss: 0.0310852 | val_loss: 0.0311433 | Time: 3437.91 ms
[2022-04-10 15:55:44 main:574] : INFO : Epoch 2015 | loss: 0.0310812 | val_loss: 0.0311537 | Time: 3622.82 ms
[2022-04-10 15:55:48 main:574] : INFO : Epoch 2016 | loss: 0.0310831 | val_loss: 0.0311473 | Time: 3707.98 ms
[2022-04-10 15:55:51 main:574] : INFO : Epoch 2017 | loss: 0.0310843 | val_loss: 0.0311512 | Time: 3637.41 ms
[2022-04-10 15:55:55 main:574] : INFO : Epoch 2018 | loss: 0.031082 | val_loss: 0.0311531 | Time: 3287.46 ms
[2022-04-10 15:55:58 main:574] : INFO : Epoch 2019 | loss: 0.0310815 | val_loss: 0.0311541 | Time: 3420.91 ms
[2022-04-10 15:56:01 main:574] : INFO : Epoch 2020 | loss: 0.0310839 | val_loss: 0.0311456 | Time: 3416.77 ms
[2022-04-10 15:56:05 main:574] : INFO : Epoch 2021 | loss: 0.0310836 | val_loss: 0.0311448 | Time: 3240.08 ms
[2022-04-10 15:56:08 main:574] : INFO : Epoch 2022 | loss: 0.0310819 | val_loss: 0.0311495 | Time: 3494.28 ms
[2022-04-10 15:56:12 main:574] : INFO : Epoch 2023 | loss: 0.031084 | val_loss: 0.0311467 | Time: 3578.29 ms
[2022-04-10 15:56:15 main:574] : INFO : Epoch 2024 | loss: 0.0310812 | val_loss: 0.0311404 | Time: 3327.5 ms
[2022-04-10 15:56:18 main:574] : INFO : Epoch 2025 | loss: 0.0310812 | val_loss: 0.0311423 | Time: 2977.07 ms
[2022-04-10 15:56:21 main:574] : INFO : Epoch 2026 | loss: 0.0310792 | val_loss: 0.0311427 | Time: 3195.74 ms
[2022-04-10 15:56:24 main:574] : INFO : Epoch 2027 | loss: 0.0310795 | val_loss: 0.031145 | Time: 3281.4 ms
[2022-04-10 15:56:28 main:574] : INFO : Epoch 2028 | loss: 0.0310772 | val_loss: 0.0315099 | Time: 3314.13 ms
[2022-04-10 15:56:31 main:574] : INFO : Epoch 2029 | loss: 0.035218 | val_loss: 0.0401061 | Time: 3369.29 ms
[2022-04-10 15:56:35 main:574] : INFO : Epoch 2030 | loss: 0.0352923 | val_loss: 0.0463488 | Time: 3446.43 ms
[2022-04-10 15:56:38 main:574] : INFO : Epoch 2031 | loss: 0.0339575 | val_loss: 0.0317786 | Time: 3374.47 ms
[2022-04-10 15:56:41 main:574] : INFO : Epoch 2032 | loss: 0.0315119 | val_loss: 0.0313105 | Time: 3307.28 ms
[2022-04-10 15:56:45 main:574] : INFO : Epoch 2033 | loss: 0.0312605 | val_loss: 0.031229 | Time: 3582.69 ms
[2022-04-10 15:56:49 main:574] : INFO : Epoch 2034 | loss: 0.0312039 | val_loss: 0.0312052 | Time: 3656.41 ms
[2022-04-10 15:56:52 main:574] : INFO : Epoch 2035 | loss: 0.0311908 | val_loss: 0.0312039 | Time: 3331.85 ms
[2022-04-10 15:56:55 main:574] : INFO : Epoch 2036 | loss: 0.0311892 | val_loss: 0.0312014 | Time: 3568.27 ms
[2022-04-10 15:56:59 main:574] : INFO : Epoch 2037 | loss: 0.0311886 | val_loss: 0.0312012 | Time: 3537.64 ms
[2022-04-10 15:57:02 main:574] : INFO : Epoch 2038 | loss: 0.031186 | val_loss: 0.0312008 | Time: 3154.4 ms
[2022-04-10 15:57:06 main:574] : INFO : Epoch 2039 | loss: 0.0311868 | val_loss: 0.0311997 | Time: 3697.02 ms
[2022-04-10 15:57:09 main:574] : INFO : Epoch 2040 | loss: 0.0311861 | val_loss: 0.0311997 | Time: 3553.62 ms
[2022-04-10 15:57:13 main:574] : INFO : Epoch 2041 | loss: 0.0311862 | val_loss: 0.0311992 | Time: 3624.99 ms
[2022-04-10 15:57:16 main:574] : INFO : Epoch 2042 | loss: 0.0311856 | val_loss: 0.0311974 | Time: 3389.01 ms
[2022-04-10 15:57:20 main:574] : INFO : Epoch 2043 | loss: 0.0311845 | val_loss: 0.0311973 | Time: 3192.74 ms
[2022-04-10 15:57:23 main:574] : INFO : Epoch 2044 | loss: 0.031184 | val_loss: 0.0311969 | Time: 3334.33 ms
[2022-04-10 15:57:26 main:574] : INFO : Epoch 2045 | loss: 0.0311834 | val_loss: 0.0311959 | Time: 3315.11 ms
[2022-04-10 15:57:30 main:574] : INFO : Epoch 2046 | loss: 0.0311829 | val_loss: 0.0311957 | Time: 3475.35 ms
[2022-04-10 15:57:33 main:574] : INFO : Epoch 2047 | loss: 0.0311824 | val_loss: 0.0311957 | Time: 3628.58 ms
[2022-04-10 15:57:37 main:574] : INFO : Epoch 2048 | loss: 0.0311818 | val_loss: 0.0311948 | Time: 3947.69 ms
[2022-04-10 15:57:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311948
[2022-04-10 15:57:37 main:603] : INFO : Saving end state to config to file
[2022-04-10 15:57:37 main:608] : INFO : Success, exiting..
15:57:37 (2948): 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)