Task 11676466
| Name | ParityModified-1639959204-15042-3-0_0 |
| Workunit | 8890981 |
| Created | 17 Feb 2022, 21:18:40 UTC |
| Sent | 26 Feb 2022, 18:06:06 UTC |
| Report deadline | 6 Mar 2022, 18:06:06 UTC |
| Received | 26 Feb 2022, 19:33:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 23 min 7 sec |
| CPU time | 1 hours 5 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,455.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 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 1569 | loss: 0.0311227 | val_loss: 0.0311461 | Time: 2442.73 ms
[2022-02-26 11:09:14 main:574] : INFO : Epoch 1570 | loss: 0.0311219 | val_loss: 0.0311486 | Time: 2162.62 ms
[2022-02-26 11:09:16 main:574] : INFO : Epoch 1571 | loss: 0.0311241 | val_loss: 0.0311459 | Time: 1919.52 ms
[2022-02-26 11:09:18 main:574] : INFO : Epoch 1572 | loss: 0.0311199 | val_loss: 0.0311498 | Time: 1994.25 ms
[2022-02-26 11:09:20 main:574] : INFO : Epoch 1573 | loss: 0.0311245 | val_loss: 0.0311594 | Time: 2005.33 ms
[2022-02-26 11:09:23 main:574] : INFO : Epoch 1574 | loss: 0.0311234 | val_loss: 0.0311504 | Time: 2272.78 ms
[2022-02-26 11:09:25 main:574] : INFO : Epoch 1575 | loss: 0.0311206 | val_loss: 0.0311489 | Time: 2327.15 ms
[2022-02-26 11:09:27 main:574] : INFO : Epoch 1576 | loss: 0.0311226 | val_loss: 0.0311495 | Time: 2089.25 ms
[2022-02-26 11:09:29 main:574] : INFO : Epoch 1577 | loss: 0.031121 | val_loss: 0.0311482 | Time: 1904.96 ms
[2022-02-26 11:09:31 main:574] : INFO : Epoch 1578 | loss: 0.0311198 | val_loss: 0.0311505 | Time: 2014.91 ms
[2022-02-26 11:09:33 main:574] : INFO : Epoch 1579 | loss: 0.0311197 | val_loss: 0.0311499 | Time: 2159.98 ms
[2022-02-26 11:09:35 main:574] : INFO : Epoch 1580 | loss: 0.0311231 | val_loss: 0.0311476 | Time: 2080.52 ms
[2022-02-26 11:09:37 main:574] : INFO : Epoch 1581 | loss: 0.0311187 | val_loss: 0.0311498 | Time: 1962.94 ms
[2022-02-26 11:09:40 main:574] : INFO : Epoch 1582 | loss: 0.0311176 | val_loss: 0.0311514 | Time: 2488.26 ms
[2022-02-26 11:09:42 main:574] : INFO : Epoch 1583 | loss: 0.0311173 | val_loss: 0.0311532 | Time: 2016.11 ms
[2022-02-26 11:09:44 main:574] : INFO : Epoch 1584 | loss: 0.0311186 | val_loss: 0.0311477 | Time: 2018.67 ms
[2022-02-26 11:09:46 main:574] : INFO : Epoch 1585 | loss: 0.0311228 | val_loss: 0.0311498 | Time: 1922.2 ms
[2022-02-26 11:09:48 main:574] : INFO : Epoch 1586 | loss: 0.0311232 | val_loss: 0.0311526 | Time: 2056.1 ms
[2022-02-26 11:09:52 main:574] : INFO : Epoch 1587 | loss: 0.031122 | val_loss: 0.0311534 | Time: 2017.02 ms
[2022-02-26 11:09:54 main:574] : INFO : Epoch 1588 | loss: 0.0311204 | val_loss: 0.0311538 | Time: 2144.01 ms
[2022-02-26 11:09:57 main:574] : INFO : Epoch 1589 | loss: 0.0311202 | val_loss: 0.031152 | Time: 2714.66 ms
[2022-02-26 11:09:59 main:574] : INFO : Epoch 1590 | loss: 0.0311213 | val_loss: 0.0311485 | Time: 2019.61 ms
[2022-02-26 11:10:01 main:574] : INFO : Epoch 1591 | loss: 0.0311215 | val_loss: 0.0311551 | Time: 1910.27 ms
[2022-02-26 11:10:03 main:574] : INFO : Epoch 1592 | loss: 0.0311209 | val_loss: 0.0311561 | Time: 2063.82 ms
[2022-02-26 11:10:05 main:574] : INFO : Epoch 1593 | loss: 0.0311215 | val_loss: 0.0311524 | Time: 1897.92 ms
[2022-02-26 11:10:07 main:574] : INFO : Epoch 1594 | loss: 0.0311193 | val_loss: 0.0311561 | Time: 1963.29 ms
[2022-02-26 11:10:09 main:574] : INFO : Epoch 1595 | loss: 0.0311166 | val_loss: 0.0311509 | Time: 2017.61 ms
[2022-02-26 11:10:11 main:574] : INFO : Epoch 1596 | loss: 0.0311152 | val_loss: 0.0311528 | Time: 2099.46 ms
[2022-02-26 11:10:13 main:574] : INFO : Epoch 1597 | loss: 0.0311146 | val_loss: 0.0311546 | Time: 2111.16 ms
[2022-02-26 11:10:15 main:574] : INFO : Epoch 1598 | loss: 0.0311154 | val_loss: 0.0311573 | Time: 2077.88 ms
[2022-02-26 11:10:18 main:574] : INFO : Epoch 1599 | loss: 0.0311166 | val_loss: 0.0311593 | Time: 2153.07 ms
[2022-02-26 11:10:20 main:574] : INFO : Epoch 1600 | loss: 0.0311173 | val_loss: 0.0311507 | Time: 1849.36 ms
[2022-02-26 11:10:22 main:574] : INFO : Epoch 1601 | loss: 0.0311167 | val_loss: 0.0311522 | Time: 2028.02 ms
[2022-02-26 11:10:24 main:574] : INFO : Epoch 1602 | loss: 0.0311176 | val_loss: 0.0311552 | Time: 1991.22 ms
[2022-02-26 11:10:26 main:574] : INFO : Epoch 1603 | loss: 0.0311189 | val_loss: 0.0311522 | Time: 2119.52 ms
[2022-02-26 11:10:28 main:574] : INFO : Epoch 1604 | loss: 0.0311185 | val_loss: 0.0311549 | Time: 2584.41 ms
[2022-02-26 11:10:30 main:574] : INFO : Epoch 1605 | loss: 0.031117 | val_loss: 0.0311499 | Time: 2033.97 ms
[2022-02-26 11:10:32 main:574] : INFO : Epoch 1606 | loss: 0.0311186 | val_loss: 0.0311487 | Time: 2043.81 ms
[2022-02-26 11:10:34 main:574] : INFO : Epoch 1607 | loss: 0.0311182 | val_loss: 0.0311486 | Time: 1921.17 ms
[2022-02-26 11:10:36 main:574] : INFO : Epoch 1608 | loss: 0.0311165 | val_loss: 0.0311547 | Time: 2088.8 ms
[2022-02-26 11:10:39 main:574] : INFO : Epoch 1609 | loss: 0.0311194 | val_loss: 0.0311564 | Time: 2015.79 ms
[2022-02-26 11:10:40 main:574] : INFO : Epoch 1610 | loss: 0.0311195 | val_loss: 0.0311517 | Time: 1951.17 ms
[2022-02-26 11:10:43 main:574] : INFO : Epoch 1611 | loss: 0.0311211 | val_loss: 0.0311561 | Time: 2122.91 ms
[2022-02-26 11:10:45 main:574] : INFO : Epoch 1612 | loss: 0.0311179 | val_loss: 0.0311535 | Time: 2167.8 ms
[2022-02-26 11:10:47 main:574] : INFO : Epoch 1613 | loss: 0.0311146 | val_loss: 0.0311523 | Time: 2197.83 ms
[2022-02-26 11:10:49 main:574] : INFO : Epoch 1614 | loss: 0.0311154 | val_loss: 0.0311514 | Time: 1974.24 ms
[2022-02-26 11:10:51 main:574] : INFO : Epoch 1615 | loss: 0.031116 | val_loss: 0.0311547 | Time: 1960.66 ms
[2022-02-26 11:10:53 main:574] : INFO : Epoch 1616 | loss: 0.0311135 | val_loss: 0.0311514 | Time: 2075.65 ms
[2022-02-26 11:10:55 main:574] : INFO : Epoch 1617 | loss: 0.0311137 | val_loss: 0.0311484 | Time: 1883.08 ms
[2022-02-26 11:10:57 main:574] : INFO : Epoch 1618 | loss: 0.0311138 | val_loss: 0.0311535 | Time: 2174.62 ms
[2022-02-26 11:11:00 main:574] : INFO : Epoch 1619 | loss: 0.031117 | val_loss: 0.0311521 | Time: 2086.41 ms
[2022-02-26 11:11:02 main:574] : INFO : Epoch 1620 | loss: 0.0311199 | val_loss: 0.0311559 | Time: 1917.08 ms
[2022-02-26 11:11:04 main:574] : INFO : Epoch 1621 | loss: 0.0311194 | val_loss: 0.0311548 | Time: 1943.71 ms
[2022-02-26 11:11:06 main:574] : INFO : Epoch 1622 | loss: 0.0311198 | val_loss: 0.0311504 | Time: 2104.56 ms
[2022-02-26 11:11:08 main:574] : INFO : Epoch 1623 | loss: 0.0311187 | val_loss: 0.0311504 | Time: 1948.35 ms
[2022-02-26 11:11:11 main:574] : INFO : Epoch 1624 | loss: 0.0311166 | val_loss: 0.0311508 | Time: 2076.44 ms
[2022-02-26 11:11:13 main:574] : INFO : Epoch 1625 | loss: 0.0311171 | val_loss: 0.0311555 | Time: 2200.05 ms
[2022-02-26 11:11:16 main:574] : INFO : Epoch 1626 | loss: 0.0311167 | val_loss: 0.0311549 | Time: 2252.26 ms
[2022-02-26 11:11:18 main:574] : INFO : Epoch 1627 | loss: 0.0311181 | val_loss: 0.0311534 | Time: 1973.38 ms
[2022-02-26 11:11:20 main:574] : INFO : Epoch 1628 | loss: 0.0311196 | val_loss: 0.0311577 | Time: 2131.48 ms
[2022-02-26 11:11:22 main:574] : INFO : Epoch 1629 | loss: 0.031119 | val_loss: 0.0311645 | Time: 1915.96 ms
[2022-02-26 11:11:24 main:574] : INFO : Epoch 1630 | loss: 0.0311171 | val_loss: 0.031155 | Time: 1936.03 ms
[2022-02-26 11:11:26 main:574] : INFO : Epoch 1631 | loss: 0.0311156 | val_loss: 0.0311623 | Time: 1943.19 ms
[2022-02-26 11:11:28 main:574] : INFO : Epoch 1632 | loss: 0.0311206 | val_loss: 0.031156 | Time: 2103.87 ms
[2022-02-26 11:11:34 main:574] : INFO : Epoch 1633 | loss: 0.0311169 | val_loss: 0.0311545 | Time: 2345.02 ms
[2022-02-26 11:11:36 main:574] : INFO : Epoch 1634 | loss: 0.0311199 | val_loss: 0.0311578 | Time: 2192.75 ms
[2022-02-26 11:11:38 main:574] : INFO : Epoch 1635 | loss: 0.0311186 | val_loss: 0.0311495 | Time: 2126.52 ms
[2022-02-26 11:11:40 main:574] : INFO : Epoch 1636 | loss: 0.0311171 | val_loss: 0.0311544 | Time: 2056.62 ms
[2022-02-26 11:11:42 main:574] : INFO : Epoch 1637 | loss: 0.0311143 | val_loss: 0.0311521 | Time: 1958.93 ms
[2022-02-26 11:11:44 main:574] : INFO : Epoch 1638 | loss: 0.0311134 | val_loss: 0.0311545 | Time: 2007.3 ms
[2022-02-26 11:11:47 main:574] : INFO : Epoch 1639 | loss: 0.0311121 | val_loss: 0.0311545 | Time: 2151.49 ms
[2022-02-26 11:11:49 main:574] : INFO : Epoch 1640 | loss: 0.0311131 | val_loss: 0.0311643 | Time: 2212.69 ms
[2022-02-26 11:11:51 main:574] : INFO : Epoch 1641 | loss: 0.0311168 | val_loss: 0.0311521 | Time: 2248.96 ms
[2022-02-26 11:11:53 main:574] : INFO : Epoch 1642 | loss: 0.0311178 | val_loss: 0.0311534 | Time: 1933.58 ms
[2022-02-26 11:11:55 main:574] : INFO : Epoch 1643 | loss: 0.0311161 | val_loss: 0.0311531 | Time: 2022.4 ms
[2022-02-26 11:11:57 main:574] : INFO : Epoch 1644 | loss: 0.0311144 | val_loss: 0.03116 | Time: 2040.49 ms
[2022-02-26 11:11:59 main:574] : INFO : Epoch 1645 | loss: 0.0311149 | val_loss: 0.03116 | Time: 2089.48 ms
[2022-02-26 11:12:02 main:574] : INFO : Epoch 1646 | loss: 0.0311131 | val_loss: 0.0311549 | Time: 2855.36 ms
[2022-02-26 11:12:05 main:574] : INFO : Epoch 1647 | loss: 0.0311113 | val_loss: 0.0311555 | Time: 2348.38 ms
[2022-02-26 11:12:10 main:574] : INFO : Epoch 1648 | loss: 0.0311112 | val_loss: 0.0311677 | Time: 2324.48 ms
[2022-02-26 11:12:12 main:574] : INFO : Epoch 1649 | loss: 0.0311118 | val_loss: 0.0311586 | Time: 2298.61 ms
[2022-02-26 11:12:14 main:574] : INFO : Epoch 1650 | loss: 0.0311129 | val_loss: 0.0311638 | Time: 2037.68 ms
[2022-02-26 11:12:16 main:574] : INFO : Epoch 1651 | loss: 0.0311107 | val_loss: 0.0311591 | Time: 2037.75 ms
[2022-02-26 11:12:18 main:574] : INFO : Epoch 1652 | loss: 0.031111 | val_loss: 0.0311551 | Time: 2312.29 ms
[2022-02-26 11:12:22 main:574] : INFO : Epoch 1653 | loss: 0.0311155 | val_loss: 0.0311667 | Time: 2799.03 ms
[2022-02-26 11:12:25 main:574] : INFO : Epoch 1654 | loss: 0.0311167 | val_loss: 0.0311577 | Time: 2097.68 ms
[2022-02-26 11:12:27 main:574] : INFO : Epoch 1655 | loss: 0.031113 | val_loss: 0.0311693 | Time: 2439.2 ms
[2022-02-26 11:12:30 main:574] : INFO : Epoch 1656 | loss: 0.0311148 | val_loss: 0.0311576 | Time: 2052.6 ms
[2022-02-26 11:12:33 main:574] : INFO : Epoch 1657 | loss: 0.0311276 | val_loss: 0.031146 | Time: 1934.53 ms
[2022-02-26 11:12:35 main:574] : INFO : Epoch 1658 | loss: 0.0311293 | val_loss: 0.031148 | Time: 1973.74 ms
[2022-02-26 11:12:37 main:574] : INFO : Epoch 1659 | loss: 0.0311259 | val_loss: 0.0311486 | Time: 2006.01 ms
[2022-02-26 11:12:39 main:574] : INFO : Epoch 1660 | loss: 0.0311238 | val_loss: 0.0311476 | Time: 2022.14 ms
[2022-02-26 11:12:41 main:574] : INFO : Epoch 1661 | loss: 0.0311212 | val_loss: 0.031149 | Time: 2088.42 ms
[2022-02-26 11:12:43 main:574] : INFO : Epoch 1662 | loss: 0.0311205 | val_loss: 0.0311513 | Time: 1922.67 ms
[2022-02-26 11:12:46 main:574] : INFO : Epoch 1663 | loss: 0.0311214 | val_loss: 0.0311526 | Time: 2342.93 ms
[2022-02-26 11:12:48 main:574] : INFO : Epoch 1664 | loss: 0.0311179 | val_loss: 0.0311485 | Time: 1967.62 ms
[2022-02-26 11:12:50 main:574] : INFO : Epoch 1665 | loss: 0.03112 | val_loss: 0.0311557 | Time: 1924.87 ms
[2022-02-26 11:12:52 main:574] : INFO : Epoch 1666 | loss: 0.0311228 | val_loss: 0.0311445 | Time: 2356.49 ms
[2022-02-26 11:12:54 main:574] : INFO : Epoch 1667 | loss: 0.0311177 | val_loss: 0.0311518 | Time: 2029.56 ms
[2022-02-26 11:12:56 main:574] : INFO : Epoch 1668 | loss: 0.0311177 | val_loss: 0.0311555 | Time: 1935.29 ms
[2022-02-26 11:12:58 main:574] : INFO : Epoch 1669 | loss: 0.0311173 | val_loss: 0.0311487 | Time: 1913.37 ms
[2022-02-26 11:13:00 main:574] : INFO : Epoch 1670 | loss: 0.0311178 | val_loss: 0.0311546 | Time: 1973.32 ms
[2022-02-26 11:13:02 main:574] : INFO : Epoch 1671 | loss: 0.0311172 | val_loss: 0.0311539 | Time: 2186.1 ms
[2022-02-26 11:13:04 main:574] : INFO : Epoch 1672 | loss: 0.0311162 | val_loss: 0.0311604 | Time: 1976.6 ms
[2022-02-26 11:13:06 main:574] : INFO : Epoch 1673 | loss: 0.0311161 | val_loss: 0.0311509 | Time: 2148.1 ms
[2022-02-26 11:13:09 main:574] : INFO : Epoch 1674 | loss: 0.0311154 | val_loss: 0.0311535 | Time: 2078.6 ms
[2022-02-26 11:13:11 main:574] : INFO : Epoch 1675 | loss: 0.0311163 | val_loss: 0.0311596 | Time: 2025.41 ms
[2022-02-26 11:13:13 main:574] : INFO : Epoch 1676 | loss: 0.0311177 | val_loss: 0.0311574 | Time: 2006.57 ms
[2022-02-26 11:13:15 main:574] : INFO : Epoch 1677 | loss: 0.0311166 | val_loss: 0.0311533 | Time: 2142.23 ms
[2022-02-26 11:13:17 main:574] : INFO : Epoch 1678 | loss: 0.0311156 | val_loss: 0.0311579 | Time: 1995.38 ms
[2022-02-26 11:13:19 main:574] : INFO : Epoch 1679 | loss: 0.0311121 | val_loss: 0.0311536 | Time: 2071.1 ms
[2022-02-26 11:13:21 main:574] : INFO : Epoch 1680 | loss: 0.0311129 | val_loss: 0.0311583 | Time: 2218.45 ms
[2022-02-26 11:13:23 main:574] : INFO : Epoch 1681 | loss: 0.0311121 | val_loss: 0.0311511 | Time: 1961.99 ms
[2022-02-26 11:13:25 main:574] : INFO : Epoch 1682 | loss: 0.0311101 | val_loss: 0.0311569 | Time: 2372.58 ms
[2022-02-26 11:13:27 main:574] : INFO : Epoch 1683 | loss: 0.0311107 | val_loss: 0.0311568 | Time: 1978.59 ms
[2022-02-26 11:13:29 main:574] : INFO : Epoch 1684 | loss: 0.0311149 | val_loss: 0.0311535 | Time: 2011.42 ms
[2022-02-26 11:13:32 main:574] : INFO : Epoch 1685 | loss: 0.0311199 | val_loss: 0.031149 | Time: 2117.05 ms
[2022-02-26 11:13:34 main:574] : INFO : Epoch 1686 | loss: 0.0311252 | val_loss: 0.0311503 | Time: 2128.28 ms
[2022-02-26 11:13:36 main:574] : INFO : Epoch 1687 | loss: 0.0311276 | val_loss: 0.0311538 | Time: 2282.53 ms
[2022-02-26 11:13:39 main:574] : INFO : Epoch 1688 | loss: 0.0311313 | val_loss: 0.0311575 | Time: 2209.74 ms
[2022-02-26 11:13:41 main:574] : INFO : Epoch 1689 | loss: 0.0311314 | val_loss: 0.031155 | Time: 2049.38 ms
[2022-02-26 11:13:43 main:574] : INFO : Epoch 1690 | loss: 0.0311285 | val_loss: 0.0311534 | Time: 2120.31 ms
[2022-02-26 11:13:45 main:574] : INFO : Epoch 1691 | loss: 0.0311261 | val_loss: 0.0311551 | Time: 1964.33 ms
[2022-02-26 11:13:47 main:574] : INFO : Epoch 1692 | loss: 0.0311237 | val_loss: 0.0311622 | Time: 2074.75 ms
[2022-02-26 11:13:49 main:574] : INFO : Epoch 1693 | loss: 0.0311263 | val_loss: 0.031157 | Time: 2322.28 ms
[2022-02-26 11:13:52 main:574] : INFO : Epoch 1694 | loss: 0.0311273 | val_loss: 0.0311547 | Time: 2487.5 ms
[2022-02-26 11:13:55 main:574] : INFO : Epoch 1695 | loss: 0.0311238 | val_loss: 0.0311518 | Time: 2077.02 ms
[2022-02-26 11:13:57 main:574] : INFO : Epoch 1696 | loss: 0.0311217 | val_loss: 0.0311518 | Time: 2015.58 ms
[2022-02-26 11:13:59 main:574] : INFO : Epoch 1697 | loss: 0.0311217 | val_loss: 0.0311537 | Time: 2244.38 ms
[2022-02-26 11:14:02 main:574] : INFO : Epoch 1698 | loss: 0.0311195 | val_loss: 0.0311558 | Time: 2213.21 ms
[2022-02-26 11:14:04 main:574] : INFO : Epoch 1699 | loss: 0.0311195 | val_loss: 0.0311541 | Time: 1989.51 ms
[2022-02-26 11:14:06 main:574] : INFO : Epoch 1700 | loss: 0.0311175 | val_loss: 0.0311514 | Time: 2162.06 ms
[2022-02-26 11:14:08 main:574] : INFO : Epoch 1701 | loss: 0.0311157 | val_loss: 0.0311511 | Time: 2025.38 ms
[2022-02-26 11:14:11 main:574] : INFO : Epoch 1702 | loss: 0.031114 | val_loss: 0.0311583 | Time: 2633.36 ms
[2022-02-26 11:14:13 main:574] : INFO : Epoch 1703 | loss: 0.0311144 | val_loss: 0.0311535 | Time: 2024.97 ms
[2022-02-26 11:14:15 main:574] : INFO : Epoch 1704 | loss: 0.0311128 | val_loss: 0.0311514 | Time: 2013.67 ms
[2022-02-26 11:14:17 main:574] : INFO : Epoch 1705 | loss: 0.0311126 | val_loss: 0.0311543 | Time: 1931.41 ms
[2022-02-26 11:14:19 main:574] : INFO : Epoch 1706 | loss: 0.0311172 | val_loss: 0.0311546 | Time: 1983.49 ms
[2022-02-26 11:14:21 main:574] : INFO : Epoch 1707 | loss: 0.0311155 | val_loss: 0.0311558 | Time: 2282.24 ms
[2022-02-26 11:14:23 main:574] : INFO : Epoch 1708 | loss: 0.0311132 | val_loss: 0.0311525 | Time: 2135.05 ms
[2022-02-26 11:14:28 main:574] : INFO : Epoch 1709 | loss: 0.0311147 | val_loss: 0.0311558 | Time: 2129.14 ms
[2022-02-26 11:14:30 main:574] : INFO : Epoch 1710 | loss: 0.0311144 | val_loss: 0.0311503 | Time: 1947.47 ms
[2022-02-26 11:14:32 main:574] : INFO : Epoch 1711 | loss: 0.0311177 | val_loss: 0.0311507 | Time: 2254.65 ms
[2022-02-26 11:14:34 main:574] : INFO : Epoch 1712 | loss: 0.0311206 | val_loss: 0.0311511 | Time: 2296.81 ms
[2022-02-26 11:14:36 main:574] : INFO : Epoch 1713 | loss: 0.0311214 | val_loss: 0.0311529 | Time: 2133.96 ms
[2022-02-26 11:14:38 main:574] : INFO : Epoch 1714 | loss: 0.0311191 | val_loss: 0.0311526 | Time: 2070.58 ms
[2022-02-26 11:14:41 main:574] : INFO : Epoch 1715 | loss: 0.0311136 | val_loss: 0.0311517 | Time: 2080.21 ms
[2022-02-26 11:14:43 main:574] : INFO : Epoch 1716 | loss: 0.0311119 | val_loss: 0.0311507 | Time: 2324.39 ms
[2022-02-26 11:14:45 main:574] : INFO : Epoch 1717 | loss: 0.0311132 | val_loss: 0.0311508 | Time: 1984.67 ms
[2022-02-26 11:14:47 main:574] : INFO : Epoch 1718 | loss: 0.0311127 | val_loss: 0.0311561 | Time: 1929.46 ms
[2022-02-26 11:14:49 main:574] : INFO : Epoch 1719 | loss: 0.0311172 | val_loss: 0.0311469 | Time: 1959.6 ms
[2022-02-26 11:14:51 main:574] : INFO : Epoch 1720 | loss: 0.0311167 | val_loss: 0.0311484 | Time: 2247.06 ms
[2022-02-26 11:14:56 main:574] : INFO : Epoch 1721 | loss: 0.0311141 | val_loss: 0.0311505 | Time: 2006.55 ms
[2022-02-26 11:14:58 main:574] : INFO : Epoch 1722 | loss: 0.0311115 | val_loss: 0.0311535 | Time: 1968.85 ms
[2022-02-26 11:15:00 main:574] : INFO : Epoch 1723 | loss: 0.031112 | val_loss: 0.0311519 | Time: 2030.44 ms
[2022-02-26 11:15:03 main:574] : INFO : Epoch 1724 | loss: 0.0311094 | val_loss: 0.0311501 | Time: 2106.22 ms
[2022-02-26 11:15:05 main:574] : INFO : Epoch 1725 | loss: 0.0311117 | val_loss: 0.0311801 | Time: 2247.97 ms
[2022-02-26 11:15:07 main:574] : INFO : Epoch 1726 | loss: 0.0311499 | val_loss: 0.0311514 | Time: 2497.49 ms
[2022-02-26 11:15:10 main:574] : INFO : Epoch 1727 | loss: 0.0311454 | val_loss: 0.0311502 | Time: 2370.07 ms
[2022-02-26 11:15:12 main:574] : INFO : Epoch 1728 | loss: 0.0311393 | val_loss: 0.0311494 | Time: 2102.46 ms
[2022-02-26 11:15:14 main:574] : INFO : Epoch 1729 | loss: 0.0311337 | val_loss: 0.0311513 | Time: 2039.37 ms
[2022-02-26 11:15:16 main:574] : INFO : Epoch 1730 | loss: 0.031134 | val_loss: 0.0311514 | Time: 1988.8 ms
[2022-02-26 11:15:18 main:574] : INFO : Epoch 1731 | loss: 0.0311331 | val_loss: 0.0311508 | Time: 2006.55 ms
[2022-02-26 11:15:21 main:574] : INFO : Epoch 1732 | loss: 0.0311303 | val_loss: 0.0311531 | Time: 2423.47 ms
[2022-02-26 11:15:23 main:574] : INFO : Epoch 1733 | loss: 0.031127 | val_loss: 0.0311507 | Time: 2118.64 ms
[2022-02-26 11:15:25 main:574] : INFO : Epoch 1734 | loss: 0.0311258 | val_loss: 0.0311549 | Time: 2138.81 ms
[2022-02-26 11:15:27 main:574] : INFO : Epoch 1735 | loss: 0.0311286 | val_loss: 0.0311576 | Time: 2382.35 ms
[2022-02-26 11:15:29 main:574] : INFO : Epoch 1736 | loss: 0.0311278 | val_loss: 0.0311518 | Time: 2184.85 ms
[2022-02-26 11:15:31 main:574] : INFO : Epoch 1737 | loss: 0.0311246 | val_loss: 0.031149 | Time: 1988.99 ms
[2022-02-26 11:15:34 main:574] : INFO : Epoch 1738 | loss: 0.0311253 | val_loss: 0.0311487 | Time: 2104.6 ms
[2022-02-26 11:15:37 main:574] : INFO : Epoch 1739 | loss: 0.0311263 | val_loss: 0.0311515 | Time: 2108.72 ms
[2022-02-26 11:15:40 main:574] : INFO : Epoch 1740 | loss: 0.0311284 | val_loss: 0.0311482 | Time: 2073.43 ms
[2022-02-26 11:15:42 main:574] : INFO : Epoch 1741 | loss: 0.0311264 | val_loss: 0.031154 | Time: 1940.01 ms
[2022-02-26 11:15:44 main:574] : INFO : Epoch 1742 | loss: 0.031125 | val_loss: 0.031155 | Time: 2106.37 ms
[2022-02-26 11:15:46 main:574] : INFO : Epoch 1743 | loss: 0.0311223 | val_loss: 0.0311608 | Time: 1991.03 ms
[2022-02-26 11:15:48 main:574] : INFO : Epoch 1744 | loss: 0.0311233 | val_loss: 0.0311583 | Time: 2110.9 ms
[2022-02-26 11:15:50 main:574] : INFO : Epoch 1745 | loss: 0.0311227 | val_loss: 0.0311507 | Time: 2061.51 ms
[2022-02-26 11:15:52 main:574] : INFO : Epoch 1746 | loss: 0.0311199 | val_loss: 0.0311594 | Time: 2015.65 ms
[2022-02-26 11:15:54 main:574] : INFO : Epoch 1747 | loss: 0.031124 | val_loss: 0.0311583 | Time: 1926.1 ms
[2022-02-26 11:15:56 main:574] : INFO : Epoch 1748 | loss: 0.0311211 | val_loss: 0.0311516 | Time: 2244.89 ms
[2022-02-26 11:16:00 main:574] : INFO : Epoch 1749 | loss: 0.0311194 | val_loss: 0.0311583 | Time: 1921.02 ms
[2022-02-26 11:16:02 main:574] : INFO : Epoch 1750 | loss: 0.0311239 | val_loss: 0.0311594 | Time: 1900.17 ms
[2022-02-26 11:16:04 main:574] : INFO : Epoch 1751 | loss: 0.0311206 | val_loss: 0.031163 | Time: 2006.68 ms
[2022-02-26 11:16:06 main:574] : INFO : Epoch 1752 | loss: 0.0311215 | val_loss: 0.0311527 | Time: 1998.51 ms
[2022-02-26 11:16:08 main:574] : INFO : Epoch 1753 | loss: 0.0311214 | val_loss: 0.0311531 | Time: 1992.8 ms
[2022-02-26 11:16:10 main:574] : INFO : Epoch 1754 | loss: 0.0311213 | val_loss: 0.0311517 | Time: 2073.19 ms
[2022-02-26 11:16:12 main:574] : INFO : Epoch 1755 | loss: 0.0311218 | val_loss: 0.0311535 | Time: 2163.27 ms
[2022-02-26 11:16:16 main:574] : INFO : Epoch 1756 | loss: 0.0311215 | val_loss: 0.0311524 | Time: 2546.11 ms
[2022-02-26 11:16:18 main:574] : INFO : Epoch 1757 | loss: 0.0311203 | val_loss: 0.0311535 | Time: 2066.08 ms
[2022-02-26 11:16:20 main:574] : INFO : Epoch 1758 | loss: 0.0311186 | val_loss: 0.031154 | Time: 1957.27 ms
[2022-02-26 11:16:22 main:574] : INFO : Epoch 1759 | loss: 0.0311214 | val_loss: 0.0311608 | Time: 2167.41 ms
[2022-02-26 11:16:24 main:574] : INFO : Epoch 1760 | loss: 0.031132 | val_loss: 0.0311714 | Time: 2011.26 ms
[2022-02-26 11:16:26 main:574] : INFO : Epoch 1761 | loss: 0.0311418 | val_loss: 0.0311507 | Time: 2035.03 ms
[2022-02-26 11:16:29 main:574] : INFO : Epoch 1762 | loss: 0.0311354 | val_loss: 0.0311445 | Time: 2317.22 ms
[2022-02-26 11:16:31 main:574] : INFO : Epoch 1763 | loss: 0.0311302 | val_loss: 0.0311478 | Time: 2348.43 ms
[2022-02-26 11:16:33 main:574] : INFO : Epoch 1764 | loss: 0.0311287 | val_loss: 0.0311467 | Time: 2189.27 ms
[2022-02-26 11:16:35 main:574] : INFO : Epoch 1765 | loss: 0.0311277 | val_loss: 0.0311479 | Time: 1982.9 ms
[2022-02-26 11:16:38 main:574] : INFO : Epoch 1766 | loss: 0.031126 | val_loss: 0.0311446 | Time: 2309.44 ms
[2022-02-26 11:16:40 main:574] : INFO : Epoch 1767 | loss: 0.0311242 | val_loss: 0.0311458 | Time: 2054.33 ms
[2022-02-26 11:16:42 main:574] : INFO : Epoch 1768 | loss: 0.0311232 | val_loss: 0.0311516 | Time: 2257.53 ms
[2022-02-26 11:16:44 main:574] : INFO : Epoch 1769 | loss: 0.0311223 | val_loss: 0.0311489 | Time: 2109.13 ms
[2022-02-26 11:16:46 main:574] : INFO : Epoch 1770 | loss: 0.0311216 | val_loss: 0.0311475 | Time: 2158.49 ms
[2022-02-26 11:16:49 main:574] : INFO : Epoch 1771 | loss: 0.0311227 | val_loss: 0.0311469 | Time: 2561.45 ms
[2022-02-26 11:16:51 main:574] : INFO : Epoch 1772 | loss: 0.0311208 | val_loss: 0.0311469 | Time: 2008.28 ms
[2022-02-26 11:16:53 main:574] : INFO : Epoch 1773 | loss: 0.0311212 | val_loss: 0.0311569 | Time: 1991.83 ms
[2022-02-26 11:16:55 main:574] : INFO : Epoch 1774 | loss: 0.031123 | val_loss: 0.031151 | Time: 2437.73 ms
[2022-02-26 11:16:58 main:574] : INFO : Epoch 1775 | loss: 0.0311216 | val_loss: 0.0311575 | Time: 2107.45 ms
[2022-02-26 11:17:00 main:574] : INFO : Epoch 1776 | loss: 0.0311289 | val_loss: 0.0311497 | Time: 2123.41 ms
[2022-02-26 11:17:02 main:574] : INFO : Epoch 1777 | loss: 0.0311264 | val_loss: 0.0311539 | Time: 2060.62 ms
[2022-02-26 11:17:04 main:574] : INFO : Epoch 1778 | loss: 0.0311248 | val_loss: 0.0311515 | Time: 1974.3 ms
[2022-02-26 11:17:06 main:574] : INFO : Epoch 1779 | loss: 0.0311207 | val_loss: 0.0311553 | Time: 2564.7 ms
[2022-02-26 11:17:09 main:574] : INFO : Epoch 1780 | loss: 0.0311204 | val_loss: 0.0311451 | Time: 2032.71 ms
[2022-02-26 11:17:11 main:574] : INFO : Epoch 1781 | loss: 0.03112 | val_loss: 0.0311535 | Time: 2050.46 ms
[2022-02-26 11:17:13 main:574] : INFO : Epoch 1782 | loss: 0.0311209 | val_loss: 0.0311505 | Time: 2081.73 ms
[2022-02-26 11:17:15 main:574] : INFO : Epoch 1783 | loss: 0.0311175 | val_loss: 0.0311488 | Time: 1957.5 ms
[2022-02-26 11:17:17 main:574] : INFO : Epoch 1784 | loss: 0.0311163 | val_loss: 0.0311489 | Time: 1946.54 ms
[2022-02-26 11:17:19 main:574] : INFO : Epoch 1785 | loss: 0.0311167 | val_loss: 0.0311506 | Time: 2014.13 ms
[2022-02-26 11:17:21 main:574] : INFO : Epoch 1786 | loss: 0.0311158 | val_loss: 0.031145 | Time: 1936.77 ms
[2022-02-26 11:17:23 main:574] : INFO : Epoch 1787 | loss: 0.03112 | val_loss: 0.0311462 | Time: 2678.64 ms
[2022-02-26 11:17:29 main:574] : INFO : Epoch 1788 | loss: 0.0311208 | val_loss: 0.0311504 | Time: 5378.89 ms
[2022-02-26 11:17:33 main:574] : INFO : Epoch 1789 | loss: 0.0311231 | val_loss: 0.0311529 | Time: 3880.36 ms
[2022-02-26 11:17:36 main:574] : INFO : Epoch 1790 | loss: 0.0311205 | val_loss: 0.0311496 | Time: 3120.47 ms
[2022-02-26 11:17:43 main:574] : INFO : Epoch 1791 | loss: 0.031119 | val_loss: 0.0311584 | Time: 4046.61 ms
[2022-02-26 11:17:46 main:574] : INFO : Epoch 1792 | loss: 0.0311217 | val_loss: 0.0311557 | Time: 2247.87 ms
[2022-02-26 11:17:54 main:574] : INFO : Epoch 1793 | loss: 0.031121 | val_loss: 0.0311503 | Time: 2321.29 ms
[2022-02-26 11:17:59 main:574] : INFO : Epoch 1794 | loss: 0.0311174 | val_loss: 0.0311537 | Time: 4049.51 ms
[2022-02-26 11:18:09 main:574] : INFO : Epoch 1795 | loss: 0.0311177 | val_loss: 0.0311571 | Time: 5356.52 ms
[2022-02-26 11:18:17 main:574] : INFO : Epoch 1796 | loss: 0.031116 | val_loss: 0.0311529 | Time: 6632.91 ms
[2022-02-26 11:18:19 main:574] : INFO : Epoch 1797 | loss: 0.0311156 | val_loss: 0.0311564 | Time: 2676.87 ms
[2022-02-26 11:18:22 main:574] : INFO : Epoch 1798 | loss: 0.031115 | val_loss: 0.0311512 | Time: 2259.47 ms
[2022-02-26 11:18:24 main:574] : INFO : Epoch 1799 | loss: 0.0311201 | val_loss: 0.0311525 | Time: 2354.33 ms
[2022-02-26 11:18:28 main:574] : INFO : Epoch 1800 | loss: 0.0311198 | val_loss: 0.0311499 | Time: 2593.51 ms
[2022-02-26 11:18:31 main:574] : INFO : Epoch 1801 | loss: 0.0311169 | val_loss: 0.0311519 | Time: 3480.18 ms
[2022-02-26 11:18:36 main:574] : INFO : Epoch 1802 | loss: 0.0311184 | val_loss: 0.0311559 | Time: 4802.9 ms
[2022-02-26 11:18:39 main:574] : INFO : Epoch 1803 | loss: 0.0311184 | val_loss: 0.0311474 | Time: 2868.63 ms
[2022-02-26 11:18:42 main:574] : INFO : Epoch 1804 | loss: 0.0311143 | val_loss: 0.0311528 | Time: 2831.92 ms
[2022-02-26 11:18:45 main:574] : INFO : Epoch 1805 | loss: 0.0311151 | val_loss: 0.0311488 | Time: 2888.68 ms
[2022-02-26 11:18:48 main:574] : INFO : Epoch 1806 | loss: 0.0311189 | val_loss: 0.031153 | Time: 2744.6 ms
[2022-02-26 11:18:51 main:574] : INFO : Epoch 1807 | loss: 0.031123 | val_loss: 0.0311551 | Time: 3031.25 ms
[2022-02-26 11:18:55 main:574] : INFO : Epoch 1808 | loss: 0.0311182 | val_loss: 0.0311551 | Time: 3823.69 ms
[2022-02-26 11:19:00 main:574] : INFO : Epoch 1809 | loss: 0.0311154 | val_loss: 0.0311504 | Time: 4068.57 ms
[2022-02-26 11:19:02 main:574] : INFO : Epoch 1810 | loss: 0.031115 | val_loss: 0.031155 | Time: 2402.12 ms
[2022-02-26 11:19:05 main:574] : INFO : Epoch 1811 | loss: 0.0311149 | val_loss: 0.0311536 | Time: 3242.04 ms
[2022-02-26 11:19:09 main:574] : INFO : Epoch 1812 | loss: 0.0311154 | val_loss: 0.0311659 | Time: 3758.61 ms
[2022-02-26 11:19:12 main:574] : INFO : Epoch 1813 | loss: 0.0311192 | val_loss: 0.0311609 | Time: 2711.18 ms
[2022-02-26 11:19:15 main:574] : INFO : Epoch 1814 | loss: 0.0311186 | val_loss: 0.0311557 | Time: 3134.63 ms
[2022-02-26 11:19:20 main:574] : INFO : Epoch 1815 | loss: 0.0311169 | val_loss: 0.0311587 | Time: 4755.51 ms
[2022-02-26 11:19:25 main:574] : INFO : Epoch 1816 | loss: 0.0311198 | val_loss: 0.0311544 | Time: 5177.31 ms
[2022-02-26 11:19:32 main:574] : INFO : Epoch 1817 | loss: 0.0311156 | val_loss: 0.0311517 | Time: 3645.39 ms
[2022-02-26 11:19:35 main:574] : INFO : Epoch 1818 | loss: 0.0311157 | val_loss: 0.0311547 | Time: 2731.63 ms
[2022-02-26 11:19:38 main:574] : INFO : Epoch 1819 | loss: 0.0311142 | val_loss: 0.0311481 | Time: 2046.84 ms
[2022-02-26 11:19:40 main:574] : INFO : Epoch 1820 | loss: 0.0311155 | val_loss: 0.0311499 | Time: 2066.38 ms
[2022-02-26 11:19:43 main:574] : INFO : Epoch 1821 | loss: 0.0311117 | val_loss: 0.0311538 | Time: 2038.13 ms
[2022-02-26 11:19:45 main:574] : INFO : Epoch 1822 | loss: 0.0311131 | val_loss: 0.0311514 | Time: 2046.45 ms
[2022-02-26 11:19:54 main:574] : INFO : Epoch 1823 | loss: 0.0311137 | val_loss: 0.031154 | Time: 2792.96 ms
[2022-02-26 11:20:01 main:574] : INFO : Epoch 1824 | loss: 0.0311112 | val_loss: 0.0311572 | Time: 7707.22 ms
[2022-02-26 11:20:07 main:574] : INFO : Epoch 1825 | loss: 0.0311104 | val_loss: 0.0311543 | Time: 2909.73 ms
[2022-02-26 11:20:13 main:574] : INFO : Epoch 1826 | loss: 0.031112 | val_loss: 0.031154 | Time: 5810.25 ms
[2022-02-26 11:20:16 main:574] : INFO : Epoch 1827 | loss: 0.0311137 | val_loss: 0.0311527 | Time: 3094.08 ms
[2022-02-26 11:20:20 main:574] : INFO : Epoch 1828 | loss: 0.0311144 | val_loss: 0.0311622 | Time: 3051.29 ms
[2022-02-26 11:20:24 main:574] : INFO : Epoch 1829 | loss: 0.0311154 | val_loss: 0.0311634 | Time: 4308.25 ms
[2022-02-26 11:20:28 main:574] : INFO : Epoch 1830 | loss: 0.0311139 | val_loss: 0.0311587 | Time: 3931.09 ms
[2022-02-26 11:20:32 main:574] : INFO : Epoch 1831 | loss: 0.0311129 | val_loss: 0.0311545 | Time: 3837.72 ms
[2022-02-26 11:20:41 main:574] : INFO : Epoch 1832 | loss: 0.0311104 | val_loss: 0.0311608 | Time: 6653.35 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2060)
[2022-02-26 11:23:45 main:435] : INFO : Set logging level to 1
[2022-02-26 11:23:45 main:441] : INFO : Running in BOINC Client mode
[2022-02-26 11:23:45 main:444] : INFO : Resolving all filenames
[2022-02-26 11:23:45 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-02-26 11:23:45 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-02-26 11:23:45 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-02-26 11:23:45 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-02-26 11:23:45 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-02-26 11:23:45 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-02-26 11:23:45 main:474] : INFO : Configuration:
[2022-02-26 11:23:45 main:475] : INFO : Model type: GRU
[2022-02-26 11:23:45 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-02-26 11:23:45 main:477] : INFO : Max Epochs: 2048
[2022-02-26 11:23:46 main:478] : INFO : Batch Size: 128
[2022-02-26 11:23:46 main:479] : INFO : Learning Rate: 0.01
[2022-02-26 11:23:46 main:480] : INFO : Patience: 10
[2022-02-26 11:23:46 main:481] : INFO : Hidden Width: 12
[2022-02-26 11:23:46 main:482] : INFO : # Recurrent Layers: 4
[2022-02-26 11:23:46 main:483] : INFO : # Backend Layers: 4
[2022-02-26 11:23:46 main:484] : INFO : # Threads: 1
[2022-02-26 11:23:46 main:486] : INFO : Preparing Dataset
[2022-02-26 11:23:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-02-26 11:23:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-02-26 11:23:50 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-02-26 11:23:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-02-26 11:23:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-02-26 11:23:50 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-02-26 11:23:50 main:494] : INFO : Creating Model
[2022-02-26 11:23:50 main:507] : INFO : Preparing config file
[2022-02-26 11:23:50 main:511] : INFO : Found checkpoint, attempting to load...
[2022-02-26 11:23:50 main:512] : INFO : Loading config
[2022-02-26 11:23:50 main:514] : INFO : Loading state
[2022-02-26 11:23:52 main:559] : INFO : Loading DataLoader into Memory
[2022-02-26 11:23:52 main:562] : INFO : Starting Training
[2022-02-26 11:23:56 main:574] : INFO : Epoch 1831 | loss: 0.0311767 | val_loss: 0.0311724 | Time: 3965.17 ms
[2022-02-26 11:23:58 main:574] : INFO : Epoch 1832 | loss: 0.0311197 | val_loss: 0.0311618 | Time: 2111.01 ms
[2022-02-26 11:24:00 main:574] : INFO : Epoch 1833 | loss: 0.0311121 | val_loss: 0.0311565 | Time: 2320.1 ms
[2022-02-26 11:24:02 main:574] : INFO : Epoch 1834 | loss: 0.0311104 | val_loss: 0.0311571 | Time: 2009.88 ms
[2022-02-26 11:24:04 main:574] : INFO : Epoch 1835 | loss: 0.031109 | val_loss: 0.0311565 | Time: 2054.14 ms
[2022-02-26 11:24:09 main:574] : INFO : Epoch 1836 | loss: 0.0311138 | val_loss: 0.0311494 | Time: 2384.39 ms
[2022-02-26 11:24:11 main:574] : INFO : Epoch 1837 | loss: 0.0311118 | val_loss: 0.0311591 | Time: 2161.12 ms
[2022-02-26 11:24:14 main:574] : INFO : Epoch 1838 | loss: 0.0311106 | val_loss: 0.0311663 | Time: 2088.3 ms
[2022-02-26 11:24:16 main:574] : INFO : Epoch 1839 | loss: 0.0311135 | val_loss: 0.0311563 | Time: 2070.6 ms
[2022-02-26 11:24:19 main:574] : INFO : Epoch 1840 | loss: 0.0311207 | val_loss: 0.0311563 | Time: 2352.58 ms
[2022-02-26 11:24:21 main:574] : INFO : Epoch 1841 | loss: 0.0311132 | val_loss: 0.0311545 | Time: 2042.29 ms
[2022-02-26 11:24:23 main:574] : INFO : Epoch 1842 | loss: 0.0311116 | val_loss: 0.0311579 | Time: 1997.73 ms
[2022-02-26 11:24:26 main:574] : INFO : Epoch 1843 | loss: 0.0311107 | val_loss: 0.0311618 | Time: 2669.78 ms
[2022-02-26 11:24:28 main:574] : INFO : Epoch 1844 | loss: 0.0311104 | val_loss: 0.0311546 | Time: 2112.06 ms
[2022-02-26 11:24:30 main:574] : INFO : Epoch 1845 | loss: 0.0311109 | val_loss: 0.0311539 | Time: 1929.84 ms
[2022-02-26 11:24:33 main:574] : INFO : Epoch 1846 | loss: 0.0311113 | val_loss: 0.0311644 | Time: 2784.6 ms
[2022-02-26 11:24:36 main:574] : INFO : Epoch 1847 | loss: 0.0311161 | val_loss: 0.0311517 | Time: 2061.42 ms
[2022-02-26 11:24:38 main:574] : INFO : Epoch 1848 | loss: 0.0311139 | val_loss: 0.0311547 | Time: 2149.41 ms
[2022-02-26 11:24:41 main:574] : INFO : Epoch 1849 | loss: 0.0311145 | val_loss: 0.0311521 | Time: 2384.13 ms
[2022-02-26 11:24:44 main:574] : INFO : Epoch 1850 | loss: 0.0311111 | val_loss: 0.0311569 | Time: 2232.82 ms
[2022-02-26 11:24:46 main:574] : INFO : Epoch 1851 | loss: 0.0311123 | val_loss: 0.031155 | Time: 2348.73 ms
[2022-02-26 11:24:48 main:574] : INFO : Epoch 1852 | loss: 0.0311091 | val_loss: 0.031158 | Time: 2066.39 ms
[2022-02-26 11:24:51 main:574] : INFO : Epoch 1853 | loss: 0.031111 | val_loss: 0.0311622 | Time: 2155.61 ms
[2022-02-26 11:24:53 main:574] : INFO : Epoch 1854 | loss: 0.0311124 | val_loss: 0.0311518 | Time: 2212.36 ms
[2022-02-26 11:24:55 main:574] : INFO : Epoch 1855 | loss: 0.0311113 | val_loss: 0.0311564 | Time: 2108.82 ms
[2022-02-26 11:24:57 main:574] : INFO : Epoch 1856 | loss: 0.03111 | val_loss: 0.0311599 | Time: 2059.69 ms
[2022-02-26 11:24:59 main:574] : INFO : Epoch 1857 | loss: 0.0311115 | val_loss: 0.0311533 | Time: 2230.72 ms
[2022-02-26 11:25:01 main:574] : INFO : Epoch 1858 | loss: 0.0311131 | val_loss: 0.0311542 | Time: 2197.66 ms
[2022-02-26 11:25:03 main:574] : INFO : Epoch 1859 | loss: 0.0311122 | val_loss: 0.0311538 | Time: 1963.36 ms
[2022-02-26 11:25:06 main:574] : INFO : Epoch 1860 | loss: 0.0311113 | val_loss: 0.0311513 | Time: 2630.44 ms
[2022-02-26 11:25:08 main:574] : INFO : Epoch 1861 | loss: 0.0311089 | val_loss: 0.0311552 | Time: 2236.75 ms
[2022-02-26 11:25:11 main:574] : INFO : Epoch 1862 | loss: 0.031111 | val_loss: 0.0311553 | Time: 2422.87 ms
[2022-02-26 11:25:13 main:574] : INFO : Epoch 1863 | loss: 0.0311075 | val_loss: 0.0311556 | Time: 2205.48 ms
[2022-02-26 11:25:15 main:574] : INFO : Epoch 1864 | loss: 0.0311085 | val_loss: 0.0311582 | Time: 1996.1 ms
[2022-02-26 11:25:17 main:574] : INFO : Epoch 1865 | loss: 0.0311069 | val_loss: 0.0311588 | Time: 2054.99 ms
[2022-02-26 11:25:19 main:574] : INFO : Epoch 1866 | loss: 0.0311066 | val_loss: 0.0311554 | Time: 2207.11 ms
[2022-02-26 11:25:22 main:574] : INFO : Epoch 1867 | loss: 0.0311055 | val_loss: 0.0311557 | Time: 2266.38 ms
[2022-02-26 11:25:24 main:574] : INFO : Epoch 1868 | loss: 0.0311038 | val_loss: 0.031161 | Time: 2051.08 ms
[2022-02-26 11:25:26 main:574] : INFO : Epoch 1869 | loss: 0.0311094 | val_loss: 0.0311546 | Time: 1984.74 ms
[2022-02-26 11:25:29 main:574] : INFO : Epoch 1870 | loss: 0.0311088 | val_loss: 0.0311613 | Time: 2254.94 ms
[2022-02-26 11:25:31 main:574] : INFO : Epoch 1871 | loss: 0.0311094 | val_loss: 0.0311493 | Time: 1983.97 ms
[2022-02-26 11:25:33 main:574] : INFO : Epoch 1872 | loss: 0.0311073 | val_loss: 0.0311492 | Time: 2213.87 ms
[2022-02-26 11:25:35 main:574] : INFO : Epoch 1873 | loss: 0.0311082 | val_loss: 0.0311607 | Time: 2132.85 ms
[2022-02-26 11:25:37 main:574] : INFO : Epoch 1874 | loss: 0.0311135 | val_loss: 0.0311557 | Time: 1958.15 ms
[2022-02-26 11:25:39 main:574] : INFO : Epoch 1875 | loss: 0.0311143 | val_loss: 0.0311559 | Time: 2178.28 ms
[2022-02-26 11:25:42 main:574] : INFO : Epoch 1876 | loss: 0.0311191 | val_loss: 0.031151 | Time: 2883.36 ms
[2022-02-26 11:25:44 main:574] : INFO : Epoch 1877 | loss: 0.0311156 | val_loss: 0.0311542 | Time: 1980.01 ms
[2022-02-26 11:25:47 main:574] : INFO : Epoch 1878 | loss: 0.0311129 | val_loss: 0.0311508 | Time: 2535.01 ms
[2022-02-26 11:25:49 main:574] : INFO : Epoch 1879 | loss: 0.0311105 | val_loss: 0.031152 | Time: 2608.44 ms
[2022-02-26 11:25:52 main:574] : INFO : Epoch 1880 | loss: 0.0311142 | val_loss: 0.0311493 | Time: 2349.04 ms
[2022-02-26 11:25:54 main:574] : INFO : Epoch 1881 | loss: 0.0311148 | val_loss: 0.0311545 | Time: 2099.19 ms
[2022-02-26 11:25:56 main:574] : INFO : Epoch 1882 | loss: 0.0311177 | val_loss: 0.03115 | Time: 1889.96 ms
[2022-02-26 11:25:58 main:574] : INFO : Epoch 1883 | loss: 0.0311158 | val_loss: 0.031151 | Time: 2237.44 ms
[2022-02-26 11:26:00 main:574] : INFO : Epoch 1884 | loss: 0.0311122 | val_loss: 0.0311552 | Time: 2287.48 ms
[2022-02-26 11:26:02 main:574] : INFO : Epoch 1885 | loss: 0.0311112 | val_loss: 0.0311506 | Time: 1967.21 ms
[2022-02-26 11:26:04 main:574] : INFO : Epoch 1886 | loss: 0.0311087 | val_loss: 0.0311507 | Time: 2136.68 ms
[2022-02-26 11:26:07 main:574] : INFO : Epoch 1887 | loss: 0.0311074 | val_loss: 0.0311517 | Time: 2093.71 ms
[2022-02-26 11:26:09 main:574] : INFO : Epoch 1888 | loss: 0.0311083 | val_loss: 0.0311495 | Time: 1998.97 ms
[2022-02-26 11:26:11 main:574] : INFO : Epoch 1889 | loss: 0.0311097 | val_loss: 0.0311504 | Time: 2481.56 ms
[2022-02-26 11:26:13 main:574] : INFO : Epoch 1890 | loss: 0.0311068 | val_loss: 0.0311509 | Time: 2047.51 ms
[2022-02-26 11:26:16 main:574] : INFO : Epoch 1891 | loss: 0.0311073 | val_loss: 0.0311515 | Time: 2379.78 ms
[2022-02-26 11:26:18 main:574] : INFO : Epoch 1892 | loss: 0.0311075 | val_loss: 0.0311598 | Time: 2128.38 ms
[2022-02-26 11:26:20 main:574] : INFO : Epoch 1893 | loss: 0.0311078 | val_loss: 0.0311561 | Time: 2010.99 ms
[2022-02-26 11:26:22 main:574] : INFO : Epoch 1894 | loss: 0.0311083 | val_loss: 0.0311529 | Time: 2157.6 ms
[2022-02-26 11:26:24 main:574] : INFO : Epoch 1895 | loss: 0.0311081 | val_loss: 0.0311524 | Time: 2125.49 ms
[2022-02-26 11:26:27 main:574] : INFO : Epoch 1896 | loss: 0.0311111 | val_loss: 0.0311595 | Time: 2220.15 ms
[2022-02-26 11:26:29 main:574] : INFO : Epoch 1897 | loss: 0.0311077 | val_loss: 0.0311541 | Time: 2335.62 ms
[2022-02-26 11:26:32 main:574] : INFO : Epoch 1898 | loss: 0.0311083 | val_loss: 0.0311514 | Time: 3061.84 ms
[2022-02-26 11:26:36 main:574] : INFO : Epoch 1899 | loss: 0.0311138 | val_loss: 0.0311546 | Time: 3204.07 ms
[2022-02-26 11:26:38 main:574] : INFO : Epoch 1900 | loss: 0.031112 | val_loss: 0.0311555 | Time: 2342.43 ms
[2022-02-26 11:26:41 main:574] : INFO : Epoch 1901 | loss: 0.0311141 | val_loss: 0.0311479 | Time: 2654.51 ms
[2022-02-26 11:26:43 main:574] : INFO : Epoch 1902 | loss: 0.0311104 | val_loss: 0.0311476 | Time: 2189.83 ms
[2022-02-26 11:26:47 main:574] : INFO : Epoch 1903 | loss: 0.031109 | val_loss: 0.0311518 | Time: 2047.89 ms
[2022-02-26 11:26:49 main:574] : INFO : Epoch 1904 | loss: 0.0311089 | val_loss: 0.0311503 | Time: 2369.44 ms
[2022-02-26 11:26:51 main:574] : INFO : Epoch 1905 | loss: 0.0311084 | val_loss: 0.0311495 | Time: 1931.62 ms
[2022-02-26 11:26:53 main:574] : INFO : Epoch 1906 | loss: 0.0311098 | val_loss: 0.0311537 | Time: 2124.47 ms
[2022-02-26 11:26:55 main:574] : INFO : Epoch 1907 | loss: 0.0311127 | val_loss: 0.0311533 | Time: 2067.57 ms
[2022-02-26 11:26:57 main:574] : INFO : Epoch 1908 | loss: 0.0311072 | val_loss: 0.0311539 | Time: 2108.94 ms
[2022-02-26 11:27:00 main:574] : INFO : Epoch 1909 | loss: 0.0311077 | val_loss: 0.0311487 | Time: 2188.38 ms
[2022-02-26 11:27:02 main:574] : INFO : Epoch 1910 | loss: 0.0311082 | val_loss: 0.0311478 | Time: 1871.55 ms
[2022-02-26 11:27:04 main:574] : INFO : Epoch 1911 | loss: 0.031109 | val_loss: 0.0311504 | Time: 2030.07 ms
[2022-02-26 11:27:06 main:574] : INFO : Epoch 1912 | loss: 0.0311091 | val_loss: 0.0311552 | Time: 2068.46 ms
[2022-02-26 11:27:08 main:574] : INFO : Epoch 1913 | loss: 0.03112 | val_loss: 0.0311487 | Time: 2000.39 ms
[2022-02-26 11:27:10 main:574] : INFO : Epoch 1914 | loss: 0.0311194 | val_loss: 0.031153 | Time: 2296.72 ms
[2022-02-26 11:27:12 main:574] : INFO : Epoch 1915 | loss: 0.0311159 | val_loss: 0.0311475 | Time: 2283.35 ms
[2022-02-26 11:27:17 main:574] : INFO : Epoch 1916 | loss: 0.0311146 | val_loss: 0.031151 | Time: 1912.22 ms
[2022-02-26 11:27:19 main:574] : INFO : Epoch 1917 | loss: 0.0311139 | val_loss: 0.0311438 | Time: 2150.29 ms
[2022-02-26 11:27:21 main:574] : INFO : Epoch 1918 | loss: 0.031115 | val_loss: 0.031149 | Time: 2062.78 ms
[2022-02-26 11:27:23 main:574] : INFO : Epoch 1919 | loss: 0.0311139 | val_loss: 0.0311531 | Time: 2046.16 ms
[2022-02-26 11:27:26 main:574] : INFO : Epoch 1920 | loss: 0.0311125 | val_loss: 0.0311469 | Time: 2145.76 ms
[2022-02-26 11:27:30 main:574] : INFO : Epoch 1921 | loss: 0.0311127 | val_loss: 0.0311527 | Time: 2379.36 ms
[2022-02-26 11:27:32 main:574] : INFO : Epoch 1922 | loss: 0.0311112 | val_loss: 0.0311493 | Time: 2562.05 ms
[2022-02-26 11:27:35 main:574] : INFO : Epoch 1923 | loss: 0.0311077 | val_loss: 0.0311507 | Time: 2409.74 ms
[2022-02-26 11:27:38 main:574] : INFO : Epoch 1924 | loss: 0.0311077 | val_loss: 0.0311525 | Time: 2083.86 ms
[2022-02-26 11:27:41 main:574] : INFO : Epoch 1925 | loss: 0.0311069 | val_loss: 0.0311455 | Time: 3051.62 ms
[2022-02-26 11:27:47 main:574] : INFO : Epoch 1926 | loss: 0.0311082 | val_loss: 0.0312058 | Time: 2355.7 ms
[2022-02-26 11:27:49 main:574] : INFO : Epoch 1927 | loss: 0.0311093 | val_loss: 0.0311584 | Time: 1909.52 ms
[2022-02-26 11:27:51 main:574] : INFO : Epoch 1928 | loss: 0.03111 | val_loss: 0.0311996 | Time: 2178.17 ms
[2022-02-26 11:27:53 main:574] : INFO : Epoch 1929 | loss: 0.0311351 | val_loss: 0.0311917 | Time: 2282.61 ms
[2022-02-26 11:27:55 main:574] : INFO : Epoch 1930 | loss: 0.031143 | val_loss: 0.0311656 | Time: 1925.6 ms
[2022-02-26 11:27:57 main:574] : INFO : Epoch 1931 | loss: 0.0311313 | val_loss: 0.0311528 | Time: 1959.85 ms
[2022-02-26 11:27:59 main:574] : INFO : Epoch 1932 | loss: 0.0311276 | val_loss: 0.0311555 | Time: 2027.41 ms
[2022-02-26 11:28:02 main:574] : INFO : Epoch 1933 | loss: 0.0311236 | val_loss: 0.0311464 | Time: 2170.04 ms
[2022-02-26 11:28:04 main:574] : INFO : Epoch 1934 | loss: 0.0311198 | val_loss: 0.0311439 | Time: 2186.76 ms
[2022-02-26 11:28:06 main:574] : INFO : Epoch 1935 | loss: 0.0311201 | val_loss: 0.0311528 | Time: 1956.06 ms
[2022-02-26 11:28:08 main:574] : INFO : Epoch 1936 | loss: 0.0311166 | val_loss: 0.0311455 | Time: 2069.24 ms
[2022-02-26 11:28:12 main:574] : INFO : Epoch 1937 | loss: 0.0311149 | val_loss: 0.0311494 | Time: 1970.48 ms
[2022-02-26 11:28:14 main:574] : INFO : Epoch 1938 | loss: 0.0311151 | val_loss: 0.0311538 | Time: 2105.18 ms
[2022-02-26 11:28:17 main:574] : INFO : Epoch 1939 | loss: 0.0311161 | val_loss: 0.0311639 | Time: 2183.22 ms
[2022-02-26 11:28:19 main:574] : INFO : Epoch 1940 | loss: 0.0311152 | val_loss: 0.0311501 | Time: 2153.33 ms
[2022-02-26 11:28:21 main:574] : INFO : Epoch 1941 | loss: 0.0311128 | val_loss: 0.0311522 | Time: 1938.25 ms
[2022-02-26 11:28:23 main:574] : INFO : Epoch 1942 | loss: 0.031118 | val_loss: 0.0311595 | Time: 2167.59 ms
[2022-02-26 11:28:25 main:574] : INFO : Epoch 1943 | loss: 0.0311263 | val_loss: 0.031149 | Time: 2311.99 ms
[2022-02-26 11:28:28 main:574] : INFO : Epoch 1944 | loss: 0.0311275 | val_loss: 0.0311528 | Time: 2142.32 ms
[2022-02-26 11:28:30 main:574] : INFO : Epoch 1945 | loss: 0.0311265 | val_loss: 0.0311472 | Time: 1959.03 ms
[2022-02-26 11:28:32 main:574] : INFO : Epoch 1946 | loss: 0.0311212 | val_loss: 0.0311489 | Time: 1935.71 ms
[2022-02-26 11:28:33 main:574] : INFO : Epoch 1947 | loss: 0.0311207 | val_loss: 0.0311561 | Time: 1927.12 ms
[2022-02-26 11:28:35 main:574] : INFO : Epoch 1948 | loss: 0.0311182 | val_loss: 0.0311557 | Time: 1958.5 ms
[2022-02-26 11:28:38 main:574] : INFO : Epoch 1949 | loss: 0.0311181 | val_loss: 0.0311514 | Time: 2269.04 ms
[2022-02-26 11:28:40 main:574] : INFO : Epoch 1950 | loss: 0.0311129 | val_loss: 0.0311479 | Time: 2029.07 ms
[2022-02-26 11:28:42 main:574] : INFO : Epoch 1951 | loss: 0.0311253 | val_loss: 0.0311599 | Time: 2031.71 ms
[2022-02-26 11:28:44 main:574] : INFO : Epoch 1952 | loss: 0.0311421 | val_loss: 0.0311455 | Time: 2067.1 ms
[2022-02-26 11:28:46 main:574] : INFO : Epoch 1953 | loss: 0.0311303 | val_loss: 0.0311527 | Time: 2414.3 ms
[2022-02-26 11:28:49 main:574] : INFO : Epoch 1954 | loss: 0.0311252 | val_loss: 0.031151 | Time: 2090.96 ms
[2022-02-26 11:28:51 main:574] : INFO : Epoch 1955 | loss: 0.031121 | val_loss: 0.0311483 | Time: 1983.98 ms
[2022-02-26 11:28:53 main:574] : INFO : Epoch 1956 | loss: 0.0311158 | val_loss: 0.0311514 | Time: 2059.01 ms
[2022-02-26 11:28:56 main:574] : INFO : Epoch 1957 | loss: 0.0311121 | val_loss: 0.0311466 | Time: 2246.02 ms
[2022-02-26 11:28:58 main:574] : INFO : Epoch 1958 | loss: 0.0311114 | val_loss: 0.0311504 | Time: 1996.82 ms
[2022-02-26 11:29:00 main:574] : INFO : Epoch 1959 | loss: 0.0311111 | val_loss: 0.0311531 | Time: 2159.07 ms
[2022-02-26 11:29:02 main:574] : INFO : Epoch 1960 | loss: 0.0311135 | val_loss: 0.0311532 | Time: 1983.29 ms
[2022-02-26 11:29:04 main:574] : INFO : Epoch 1961 | loss: 0.0311135 | val_loss: 0.031152 | Time: 2203.48 ms
[2022-02-26 11:29:06 main:574] : INFO : Epoch 1962 | loss: 0.0311152 | val_loss: 0.0311521 | Time: 2243.77 ms
[2022-02-26 11:29:08 main:574] : INFO : Epoch 1963 | loss: 0.0311141 | val_loss: 0.0311588 | Time: 1976.75 ms
[2022-02-26 11:29:10 main:574] : INFO : Epoch 1964 | loss: 0.0311145 | val_loss: 0.0311504 | Time: 1996.77 ms
[2022-02-26 11:29:13 main:574] : INFO : Epoch 1965 | loss: 0.0311106 | val_loss: 0.0311532 | Time: 2298.82 ms
[2022-02-26 11:29:15 main:574] : INFO : Epoch 1966 | loss: 0.0311108 | val_loss: 0.0311539 | Time: 2042.66 ms
[2022-02-26 11:29:17 main:574] : INFO : Epoch 1967 | loss: 0.0311097 | val_loss: 0.0311621 | Time: 2073.44 ms
[2022-02-26 11:29:20 main:574] : INFO : Epoch 1968 | loss: 0.0311116 | val_loss: 0.031162 | Time: 2708.35 ms
[2022-02-26 11:29:22 main:574] : INFO : Epoch 1969 | loss: 0.0311072 | val_loss: 0.0311549 | Time: 2030.55 ms
[2022-02-26 11:29:24 main:574] : INFO : Epoch 1970 | loss: 0.0311069 | val_loss: 0.0311549 | Time: 2073.43 ms
[2022-02-26 11:29:27 main:574] : INFO : Epoch 1971 | loss: 0.0311068 | val_loss: 0.0311638 | Time: 2430.96 ms
[2022-02-26 11:29:30 main:574] : INFO : Epoch 1972 | loss: 0.0311103 | val_loss: 0.0311539 | Time: 2427.05 ms
[2022-02-26 11:29:33 main:574] : INFO : Epoch 1973 | loss: 0.0311153 | val_loss: 0.0311533 | Time: 2082.25 ms
[2022-02-26 11:29:35 main:574] : INFO : Epoch 1974 | loss: 0.0311187 | val_loss: 0.0311511 | Time: 2429.28 ms
[2022-02-26 11:29:37 main:574] : INFO : Epoch 1975 | loss: 0.0311165 | val_loss: 0.0311497 | Time: 2238.64 ms
[2022-02-26 11:29:39 main:574] : INFO : Epoch 1976 | loss: 0.0311124 | val_loss: 0.0311508 | Time: 1938.9 ms
[2022-02-26 11:29:41 main:574] : INFO : Epoch 1977 | loss: 0.0311113 | val_loss: 0.0311481 | Time: 2162.53 ms
[2022-02-26 11:29:44 main:574] : INFO : Epoch 1978 | loss: 0.0311114 | val_loss: 0.031149 | Time: 2175.67 ms
[2022-02-26 11:29:46 main:574] : INFO : Epoch 1979 | loss: 0.0311107 | val_loss: 0.0311483 | Time: 2015.55 ms
[2022-02-26 11:29:48 main:574] : INFO : Epoch 1980 | loss: 0.0311112 | val_loss: 0.0311484 | Time: 2336.83 ms
[2022-02-26 11:29:51 main:574] : INFO : Epoch 1981 | loss: 0.0311124 | val_loss: 0.0311492 | Time: 1982.2 ms
[2022-02-26 11:29:54 main:574] : INFO : Epoch 1982 | loss: 0.0311139 | val_loss: 0.0311522 | Time: 2906.51 ms
[2022-02-26 11:29:56 main:574] : INFO : Epoch 1983 | loss: 0.0311098 | val_loss: 0.0311513 | Time: 2081.07 ms
[2022-02-26 11:29:58 main:574] : INFO : Epoch 1984 | loss: 0.0311114 | val_loss: 0.0311545 | Time: 1942.62 ms
[2022-02-26 11:30:00 main:574] : INFO : Epoch 1985 | loss: 0.0311093 | val_loss: 0.0311499 | Time: 1986.37 ms
[2022-02-26 11:30:02 main:574] : INFO : Epoch 1986 | loss: 0.0311101 | val_loss: 0.0311482 | Time: 2270.37 ms
[2022-02-26 11:30:04 main:574] : INFO : Epoch 1987 | loss: 0.0311112 | val_loss: 0.0311561 | Time: 2117.26 ms
[2022-02-26 11:30:07 main:574] : INFO : Epoch 1988 | loss: 0.0311079 | val_loss: 0.0311491 | Time: 2203.27 ms
[2022-02-26 11:30:09 main:574] : INFO : Epoch 1989 | loss: 0.0311058 | val_loss: 0.0311522 | Time: 2032.56 ms
[2022-02-26 11:30:11 main:574] : INFO : Epoch 1990 | loss: 0.0311053 | val_loss: 0.0311572 | Time: 1937.76 ms
[2022-02-26 11:30:13 main:574] : INFO : Epoch 1991 | loss: 0.031108 | val_loss: 0.0311505 | Time: 2054.25 ms
[2022-02-26 11:30:15 main:574] : INFO : Epoch 1992 | loss: 0.031108 | val_loss: 0.0311503 | Time: 2060.98 ms
[2022-02-26 11:30:17 main:574] : INFO : Epoch 1993 | loss: 0.0311107 | val_loss: 0.0311549 | Time: 2072.37 ms
[2022-02-26 11:30:19 main:574] : INFO : Epoch 1994 | loss: 0.0311137 | val_loss: 0.0311518 | Time: 2407.3 ms
[2022-02-26 11:30:22 main:574] : INFO : Epoch 1995 | loss: 0.0311115 | val_loss: 0.0311538 | Time: 2248.55 ms
[2022-02-26 11:30:24 main:574] : INFO : Epoch 1996 | loss: 0.0311082 | val_loss: 0.0311487 | Time: 2082.88 ms
[2022-02-26 11:30:27 main:574] : INFO : Epoch 1997 | loss: 0.0311096 | val_loss: 0.0311525 | Time: 1949.66 ms
[2022-02-26 11:30:29 main:574] : INFO : Epoch 1998 | loss: 0.0311065 | val_loss: 0.0311482 | Time: 2020.21 ms
[2022-02-26 11:30:31 main:574] : INFO : Epoch 1999 | loss: 0.0311075 | val_loss: 0.0311495 | Time: 2186.16 ms
[2022-02-26 11:30:35 main:574] : INFO : Epoch 2000 | loss: 0.0311075 | val_loss: 0.0311536 | Time: 2631.32 ms
[2022-02-26 11:30:37 main:574] : INFO : Epoch 2001 | loss: 0.0311047 | val_loss: 0.0311466 | Time: 2035.92 ms
[2022-02-26 11:30:39 main:574] : INFO : Epoch 2002 | loss: 0.0311045 | val_loss: 0.0311512 | Time: 2097.47 ms
[2022-02-26 11:30:41 main:574] : INFO : Epoch 2003 | loss: 0.0311028 | val_loss: 0.0311509 | Time: 2467.98 ms
[2022-02-26 11:30:44 main:574] : INFO : Epoch 2004 | loss: 0.0311036 | val_loss: 0.0311511 | Time: 2381.51 ms
[2022-02-26 11:30:46 main:574] : INFO : Epoch 2005 | loss: 0.031105 | val_loss: 0.0311519 | Time: 2427.96 ms
[2022-02-26 11:30:48 main:574] : INFO : Epoch 2006 | loss: 0.0311062 | val_loss: 0.0311527 | Time: 2028.34 ms
[2022-02-26 11:30:51 main:574] : INFO : Epoch 2007 | loss: 0.0311076 | val_loss: 0.0311573 | Time: 2313.42 ms
[2022-02-26 11:30:52 main:574] : INFO : Epoch 2008 | loss: 0.0311061 | val_loss: 0.0311543 | Time: 1964.43 ms
[2022-02-26 11:30:55 main:574] : INFO : Epoch 2009 | loss: 0.0311045 | val_loss: 0.0311577 | Time: 2226.25 ms
[2022-02-26 11:30:59 main:574] : INFO : Epoch 2010 | loss: 0.0311067 | val_loss: 0.0311487 | Time: 2170.49 ms
[2022-02-26 11:31:01 main:574] : INFO : Epoch 2011 | loss: 0.0311048 | val_loss: 0.0311497 | Time: 2462 ms
[2022-02-26 11:31:04 main:574] : INFO : Epoch 2012 | loss: 0.031103 | val_loss: 0.031156 | Time: 2274.09 ms
[2022-02-26 11:31:05 main:574] : INFO : Epoch 2013 | loss: 0.031102 | val_loss: 0.0311497 | Time: 1923.71 ms
[2022-02-26 11:31:08 main:574] : INFO : Epoch 2014 | loss: 0.031101 | val_loss: 0.0311576 | Time: 2123.74 ms
[2022-02-26 11:31:11 main:574] : INFO : Epoch 2015 | loss: 0.0311062 | val_loss: 0.0311598 | Time: 2707.34 ms
[2022-02-26 11:31:17 main:574] : INFO : Epoch 2016 | loss: 0.0311086 | val_loss: 0.0311532 | Time: 2239.12 ms
[2022-02-26 11:31:19 main:574] : INFO : Epoch 2017 | loss: 0.031109 | val_loss: 0.0311563 | Time: 1966.31 ms
[2022-02-26 11:31:21 main:574] : INFO : Epoch 2018 | loss: 0.0311163 | val_loss: 0.0311604 | Time: 2143.67 ms
[2022-02-26 11:31:23 main:574] : INFO : Epoch 2019 | loss: 0.0311147 | val_loss: 0.0311516 | Time: 1910.75 ms
[2022-02-26 11:31:25 main:574] : INFO : Epoch 2020 | loss: 0.0311139 | val_loss: 0.031152 | Time: 1964.22 ms
[2022-02-26 11:31:27 main:574] : INFO : Epoch 2021 | loss: 0.0311127 | val_loss: 0.031157 | Time: 2212 ms
[2022-02-26 11:31:32 main:574] : INFO : Epoch 2022 | loss: 0.0311116 | val_loss: 0.0311519 | Time: 2080.43 ms
[2022-02-26 11:31:34 main:574] : INFO : Epoch 2023 | loss: 0.0311092 | val_loss: 0.0311526 | Time: 2299.77 ms
[2022-02-26 11:31:36 main:574] : INFO : Epoch 2024 | loss: 0.0311094 | val_loss: 0.0311576 | Time: 2061.26 ms
[2022-02-26 11:31:39 main:574] : INFO : Epoch 2025 | loss: 0.0311134 | val_loss: 0.0311593 | Time: 2243.92 ms
[2022-02-26 11:31:41 main:574] : INFO : Epoch 2026 | loss: 0.03111 | val_loss: 0.0311579 | Time: 1926.52 ms
[2022-02-26 11:31:43 main:574] : INFO : Epoch 2027 | loss: 0.0311081 | val_loss: 0.0311647 | Time: 1855.57 ms
[2022-02-26 11:31:45 main:574] : INFO : Epoch 2028 | loss: 0.0311094 | val_loss: 0.0311519 | Time: 2061.64 ms
[2022-02-26 11:31:47 main:574] : INFO : Epoch 2029 | loss: 0.0311059 | val_loss: 0.0311549 | Time: 1959.19 ms
[2022-02-26 11:31:49 main:574] : INFO : Epoch 2030 | loss: 0.0311087 | val_loss: 0.0311519 | Time: 2383.1 ms
[2022-02-26 11:31:51 main:574] : INFO : Epoch 2031 | loss: 0.0311162 | val_loss: 0.0311603 | Time: 2088.09 ms
[2022-02-26 11:31:54 main:574] : INFO : Epoch 2032 | loss: 0.0311579 | val_loss: 0.0311666 | Time: 2443.48 ms
[2022-02-26 11:31:56 main:574] : INFO : Epoch 2033 | loss: 0.0311582 | val_loss: 0.0311657 | Time: 1986.27 ms
[2022-02-26 11:31:58 main:574] : INFO : Epoch 2034 | loss: 0.0311525 | val_loss: 0.031163 | Time: 2104.27 ms
[2022-02-26 11:32:00 main:574] : INFO : Epoch 2035 | loss: 0.0311486 | val_loss: 0.0311665 | Time: 2101.99 ms
[2022-02-26 11:32:02 main:574] : INFO : Epoch 2036 | loss: 0.0311444 | val_loss: 0.0311623 | Time: 2390.45 ms
[2022-02-26 11:32:05 main:574] : INFO : Epoch 2037 | loss: 0.0311457 | val_loss: 0.0311599 | Time: 1964.06 ms
[2022-02-26 11:32:07 main:574] : INFO : Epoch 2038 | loss: 0.03114 | val_loss: 0.031155 | Time: 2537.36 ms
[2022-02-26 11:32:10 main:574] : INFO : Epoch 2039 | loss: 0.0311381 | val_loss: 0.0311552 | Time: 2256.85 ms
[2022-02-26 11:32:12 main:574] : INFO : Epoch 2040 | loss: 0.0311377 | val_loss: 0.0311539 | Time: 2463.33 ms
[2022-02-26 11:32:15 main:574] : INFO : Epoch 2041 | loss: 0.0311372 | val_loss: 0.031152 | Time: 2559.47 ms
[2022-02-26 11:32:17 main:574] : INFO : Epoch 2042 | loss: 0.0311352 | val_loss: 0.0311526 | Time: 2017.29 ms
[2022-02-26 11:32:19 main:574] : INFO : Epoch 2043 | loss: 0.031135 | val_loss: 0.0311535 | Time: 1976.29 ms
[2022-02-26 11:32:24 main:574] : INFO : Epoch 2044 | loss: 0.0311339 | val_loss: 0.0311525 | Time: 2215.44 ms
[2022-02-26 11:32:26 main:574] : INFO : Epoch 2045 | loss: 0.0311317 | val_loss: 0.0311481 | Time: 2117.17 ms
[2022-02-26 11:32:28 main:574] : INFO : Epoch 2046 | loss: 0.0311314 | val_loss: 0.0311555 | Time: 2090.22 ms
[2022-02-26 11:32:30 main:574] : INFO : Epoch 2047 | loss: 0.031131 | val_loss: 0.0311488 | Time: 2125.43 ms
[2022-02-26 11:32:32 main:574] : INFO : Epoch 2048 | loss: 0.0311285 | val_loss: 0.0311482 | Time: 2211.79 ms
[2022-02-26 11:32:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311482
[2022-02-26 11:32:32 main:603] : INFO : Saving end state to config to file
[2022-02-26 11:32:32 main:608] : INFO : Success, exiting..
11:32:32 (13320): 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)