Task 13626883
| Name | ParityModified-1647044061-25504-2-0_0 |
| Workunit | 10720163 |
| Created | 23 Mar 2022, 4:16:25 UTC |
| Sent | 1 Apr 2022, 15:22:58 UTC |
| Report deadline | 9 Apr 2022, 15:22:58 UTC |
| Received | 2 Apr 2022, 3:41:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 16 min 49 sec |
| CPU time | 1 hours 5 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311577 | val_loss: 0.03118 | Time: 2175.18 ms
[2022-04-02 05:21:57 main:574] : INFO : Epoch 1543 | loss: 0.0311602 | val_loss: 0.0311783 | Time: 2157.93 ms
[2022-04-02 05:21:59 main:574] : INFO : Epoch 1544 | loss: 0.0311566 | val_loss: 0.0311773 | Time: 2184.43 ms
[2022-04-02 05:22:01 main:574] : INFO : Epoch 1545 | loss: 0.0311568 | val_loss: 0.0311764 | Time: 2191.58 ms
[2022-04-02 05:22:03 main:574] : INFO : Epoch 1546 | loss: 0.031155 | val_loss: 0.0311761 | Time: 2175.27 ms
[2022-04-02 05:22:06 main:574] : INFO : Epoch 1547 | loss: 0.0311547 | val_loss: 0.0311771 | Time: 2186.99 ms
[2022-04-02 05:22:08 main:574] : INFO : Epoch 1548 | loss: 0.0311541 | val_loss: 0.0311759 | Time: 2221.07 ms
[2022-04-02 05:22:10 main:574] : INFO : Epoch 1549 | loss: 0.0311537 | val_loss: 0.0311755 | Time: 2182.79 ms
[2022-04-02 05:22:12 main:574] : INFO : Epoch 1550 | loss: 0.0311528 | val_loss: 0.031177 | Time: 2193.86 ms
[2022-04-02 05:22:15 main:574] : INFO : Epoch 1551 | loss: 0.0311534 | val_loss: 0.0311798 | Time: 2228.41 ms
[2022-04-02 05:22:17 main:574] : INFO : Epoch 1552 | loss: 0.0311553 | val_loss: 0.0311794 | Time: 2170.8 ms
[2022-04-02 05:22:19 main:574] : INFO : Epoch 1553 | loss: 0.0311528 | val_loss: 0.0311753 | Time: 2224.33 ms
[2022-04-02 05:22:22 main:574] : INFO : Epoch 1554 | loss: 0.0311525 | val_loss: 0.0311777 | Time: 2186.23 ms
[2022-04-02 05:22:24 main:574] : INFO : Epoch 1555 | loss: 0.0311528 | val_loss: 0.0311775 | Time: 2204.39 ms
[2022-04-02 05:22:26 main:574] : INFO : Epoch 1556 | loss: 0.031153 | val_loss: 0.0311762 | Time: 2207.07 ms
[2022-04-02 05:22:28 main:574] : INFO : Epoch 1557 | loss: 0.0311551 | val_loss: 0.0311764 | Time: 2245.93 ms
[2022-04-02 05:22:31 main:574] : INFO : Epoch 1558 | loss: 0.0311559 | val_loss: 0.0311785 | Time: 2205.21 ms
[2022-04-02 05:22:33 main:574] : INFO : Epoch 1559 | loss: 0.0311553 | val_loss: 0.0311775 | Time: 2211.84 ms
[2022-04-02 05:22:35 main:574] : INFO : Epoch 1560 | loss: 0.0311554 | val_loss: 0.0311744 | Time: 2170.73 ms
[2022-04-02 05:22:37 main:574] : INFO : Epoch 1561 | loss: 0.0311545 | val_loss: 0.0311745 | Time: 2161.65 ms
[2022-04-02 05:22:40 main:574] : INFO : Epoch 1562 | loss: 0.0311529 | val_loss: 0.0311813 | Time: 2230.68 ms
[2022-04-02 05:22:42 main:574] : INFO : Epoch 1563 | loss: 0.0311524 | val_loss: 0.0311785 | Time: 2203.52 ms
[2022-04-02 05:22:44 main:574] : INFO : Epoch 1564 | loss: 0.0311523 | val_loss: 0.0311804 | Time: 2182.58 ms
[2022-04-02 05:22:46 main:574] : INFO : Epoch 1565 | loss: 0.0311513 | val_loss: 0.031177 | Time: 2178.05 ms
[2022-04-02 05:22:49 main:574] : INFO : Epoch 1566 | loss: 0.0311516 | val_loss: 0.0311752 | Time: 2214.41 ms
[2022-04-02 05:22:51 main:574] : INFO : Epoch 1567 | loss: 0.0311519 | val_loss: 0.0311794 | Time: 2144.93 ms
[2022-04-02 05:22:53 main:574] : INFO : Epoch 1568 | loss: 0.0311536 | val_loss: 0.0311777 | Time: 2189.52 ms
[2022-04-02 05:22:55 main:574] : INFO : Epoch 1569 | loss: 0.0311538 | val_loss: 0.0311874 | Time: 2149.29 ms
[2022-04-02 05:22:58 main:574] : INFO : Epoch 1570 | loss: 0.0311563 | val_loss: 0.0311779 | Time: 2192.95 ms
[2022-04-02 05:23:00 main:574] : INFO : Epoch 1571 | loss: 0.0311558 | val_loss: 0.0311783 | Time: 2132.89 ms
[2022-04-02 05:23:03 main:574] : INFO : Epoch 1572 | loss: 0.0311536 | val_loss: 0.0311845 | Time: 2905.21 ms
[2022-04-02 05:23:05 main:574] : INFO : Epoch 1573 | loss: 0.0311528 | val_loss: 0.0311833 | Time: 2510.93 ms
[2022-04-02 05:23:08 main:574] : INFO : Epoch 1574 | loss: 0.0311571 | val_loss: 0.0311929 | Time: 2279.27 ms
[2022-04-02 05:23:10 main:574] : INFO : Epoch 1575 | loss: 0.0313666 | val_loss: 0.0319925 | Time: 2184.69 ms
[2022-04-02 05:23:12 main:574] : INFO : Epoch 1576 | loss: 0.031675 | val_loss: 0.0313596 | Time: 2185.21 ms
[2022-04-02 05:23:15 main:574] : INFO : Epoch 1577 | loss: 0.0315823 | val_loss: 0.0315348 | Time: 2193 ms
[2022-04-02 05:23:17 main:574] : INFO : Epoch 1578 | loss: 0.0313157 | val_loss: 0.031216 | Time: 2200.44 ms
[2022-04-02 05:23:19 main:574] : INFO : Epoch 1579 | loss: 0.0311954 | val_loss: 0.0311931 | Time: 2201.6 ms
[2022-04-02 05:23:21 main:574] : INFO : Epoch 1580 | loss: 0.0311764 | val_loss: 0.0311876 | Time: 2173.55 ms
[2022-04-02 05:23:24 main:574] : INFO : Epoch 1581 | loss: 0.0311732 | val_loss: 0.0311835 | Time: 2227.55 ms
[2022-04-02 05:23:26 main:574] : INFO : Epoch 1582 | loss: 0.0311696 | val_loss: 0.0311833 | Time: 2161.62 ms
[2022-04-02 05:23:28 main:574] : INFO : Epoch 1583 | loss: 0.0311689 | val_loss: 0.0311814 | Time: 2212.53 ms
[2022-04-02 05:23:30 main:574] : INFO : Epoch 1584 | loss: 0.031169 | val_loss: 0.031182 | Time: 2196.21 ms
[2022-04-02 05:23:32 main:574] : INFO : Epoch 1585 | loss: 0.031171 | val_loss: 0.0311938 | Time: 2145.88 ms
[2022-04-02 05:23:35 main:574] : INFO : Epoch 1586 | loss: 0.0311698 | val_loss: 0.0311873 | Time: 2190.85 ms
[2022-04-02 05:23:37 main:574] : INFO : Epoch 1587 | loss: 0.0311648 | val_loss: 0.0311825 | Time: 2215.65 ms
[2022-04-02 05:23:39 main:574] : INFO : Epoch 1588 | loss: 0.0311627 | val_loss: 0.0311802 | Time: 2257.47 ms
[2022-04-02 05:23:42 main:574] : INFO : Epoch 1589 | loss: 0.0311636 | val_loss: 0.0311804 | Time: 2154.42 ms
[2022-04-02 05:23:44 main:574] : INFO : Epoch 1590 | loss: 0.0311639 | val_loss: 0.0311813 | Time: 2196.96 ms
[2022-04-02 05:23:46 main:574] : INFO : Epoch 1591 | loss: 0.0311629 | val_loss: 0.0311821 | Time: 2152.36 ms
[2022-04-02 05:23:48 main:574] : INFO : Epoch 1592 | loss: 0.0311627 | val_loss: 0.0311807 | Time: 2234.25 ms
[2022-04-02 05:23:51 main:574] : INFO : Epoch 1593 | loss: 0.0311611 | val_loss: 0.0311808 | Time: 2250.33 ms
[2022-04-02 05:23:53 main:574] : INFO : Epoch 1594 | loss: 0.0311603 | val_loss: 0.0311796 | Time: 2159.05 ms
[2022-04-02 05:23:55 main:574] : INFO : Epoch 1595 | loss: 0.0311613 | val_loss: 0.03118 | Time: 2231.45 ms
[2022-04-02 05:23:57 main:574] : INFO : Epoch 1596 | loss: 0.0311594 | val_loss: 0.0311795 | Time: 2181.1 ms
[2022-04-02 05:24:00 main:574] : INFO : Epoch 1597 | loss: 0.0311607 | val_loss: 0.0311803 | Time: 2175.03 ms
[2022-04-02 05:24:02 main:574] : INFO : Epoch 1598 | loss: 0.03116 | val_loss: 0.0311821 | Time: 2194.89 ms
[2022-04-02 05:24:04 main:574] : INFO : Epoch 1599 | loss: 0.0311601 | val_loss: 0.0311819 | Time: 2200.17 ms
[2022-04-02 05:24:06 main:574] : INFO : Epoch 1600 | loss: 0.0311595 | val_loss: 0.0311807 | Time: 2202.47 ms
[2022-04-02 05:24:09 main:574] : INFO : Epoch 1601 | loss: 0.0311584 | val_loss: 0.0311807 | Time: 2177.01 ms
[2022-04-02 05:24:11 main:574] : INFO : Epoch 1602 | loss: 0.0311591 | val_loss: 0.0311818 | Time: 2196.79 ms
[2022-04-02 05:24:13 main:574] : INFO : Epoch 1603 | loss: 0.0311596 | val_loss: 0.0311825 | Time: 2191.55 ms
[2022-04-02 05:24:15 main:574] : INFO : Epoch 1604 | loss: 0.0311583 | val_loss: 0.0311792 | Time: 2206.31 ms
[2022-04-02 05:24:18 main:574] : INFO : Epoch 1605 | loss: 0.0311583 | val_loss: 0.0311824 | Time: 2206.23 ms
[2022-04-02 05:24:20 main:574] : INFO : Epoch 1606 | loss: 0.031157 | val_loss: 0.0311828 | Time: 2215.21 ms
[2022-04-02 05:24:22 main:574] : INFO : Epoch 1607 | loss: 0.031156 | val_loss: 0.0311797 | Time: 2310.31 ms
[2022-04-02 05:24:25 main:574] : INFO : Epoch 1608 | loss: 0.0311575 | val_loss: 0.0311808 | Time: 2313.05 ms
[2022-04-02 05:24:27 main:574] : INFO : Epoch 1609 | loss: 0.0311577 | val_loss: 0.0311796 | Time: 2195.71 ms
[2022-04-02 05:24:29 main:574] : INFO : Epoch 1610 | loss: 0.0311575 | val_loss: 0.0311851 | Time: 2239.96 ms
[2022-04-02 05:24:31 main:574] : INFO : Epoch 1611 | loss: 0.0311576 | val_loss: 0.0311852 | Time: 2186.62 ms
[2022-04-02 05:24:34 main:574] : INFO : Epoch 1612 | loss: 0.0311561 | val_loss: 0.0311848 | Time: 2198.45 ms
[2022-04-02 05:24:36 main:574] : INFO : Epoch 1613 | loss: 0.0311555 | val_loss: 0.031182 | Time: 2187.4 ms
[2022-04-02 05:24:38 main:574] : INFO : Epoch 1614 | loss: 0.0311541 | val_loss: 0.0311835 | Time: 2180.89 ms
[2022-04-02 05:24:40 main:574] : INFO : Epoch 1615 | loss: 0.0311549 | val_loss: 0.0311833 | Time: 2185.35 ms
[2022-04-02 05:24:43 main:574] : INFO : Epoch 1616 | loss: 0.0311543 | val_loss: 0.0311795 | Time: 2168.7 ms
[2022-04-02 05:24:45 main:574] : INFO : Epoch 1617 | loss: 0.0311555 | val_loss: 0.0311795 | Time: 2193.6 ms
[2022-04-02 05:24:47 main:574] : INFO : Epoch 1618 | loss: 0.0311554 | val_loss: 0.0311797 | Time: 2166.57 ms
[2022-04-02 05:24:49 main:574] : INFO : Epoch 1619 | loss: 0.0311545 | val_loss: 0.0311786 | Time: 2179.85 ms
[2022-04-02 05:24:52 main:574] : INFO : Epoch 1620 | loss: 0.0311536 | val_loss: 0.0311797 | Time: 2164.28 ms
[2022-04-02 05:24:54 main:574] : INFO : Epoch 1621 | loss: 0.0311553 | val_loss: 0.0311823 | Time: 2169.64 ms
[2022-04-02 05:24:56 main:574] : INFO : Epoch 1622 | loss: 0.031158 | val_loss: 0.0311802 | Time: 2195.99 ms
[2022-04-02 05:24:58 main:574] : INFO : Epoch 1623 | loss: 0.0311566 | val_loss: 0.0311777 | Time: 2196.81 ms
[2022-04-02 05:25:01 main:574] : INFO : Epoch 1624 | loss: 0.0311562 | val_loss: 0.0311804 | Time: 2156.42 ms
[2022-04-02 05:25:03 main:574] : INFO : Epoch 1625 | loss: 0.0311574 | val_loss: 0.0311831 | Time: 2219.99 ms
[2022-04-02 05:25:05 main:574] : INFO : Epoch 1626 | loss: 0.0311616 | val_loss: 0.0311824 | Time: 2172.76 ms
[2022-04-02 05:25:07 main:574] : INFO : Epoch 1627 | loss: 0.0311601 | val_loss: 0.0311836 | Time: 2171.8 ms
[2022-04-02 05:25:10 main:574] : INFO : Epoch 1628 | loss: 0.0311599 | val_loss: 0.0311803 | Time: 2154.45 ms
[2022-04-02 05:25:12 main:574] : INFO : Epoch 1629 | loss: 0.0311616 | val_loss: 0.031186 | Time: 2152.9 ms
[2022-04-02 05:25:14 main:574] : INFO : Epoch 1630 | loss: 0.0311592 | val_loss: 0.0311782 | Time: 2212.14 ms
[2022-04-02 05:25:16 main:574] : INFO : Epoch 1631 | loss: 0.0311589 | val_loss: 0.0311758 | Time: 2176.91 ms
[2022-04-02 05:25:19 main:574] : INFO : Epoch 1632 | loss: 0.0311561 | val_loss: 0.0311754 | Time: 2211.81 ms
[2022-04-02 05:25:21 main:574] : INFO : Epoch 1633 | loss: 0.0311552 | val_loss: 0.0311751 | Time: 2124.34 ms
[2022-04-02 05:25:23 main:574] : INFO : Epoch 1634 | loss: 0.0311559 | val_loss: 0.0311759 | Time: 2194.16 ms
[2022-04-02 05:25:25 main:574] : INFO : Epoch 1635 | loss: 0.0311554 | val_loss: 0.031175 | Time: 2231.53 ms
[2022-04-02 05:25:28 main:574] : INFO : Epoch 1636 | loss: 0.0311572 | val_loss: 0.0311833 | Time: 2170.15 ms
[2022-04-02 05:25:30 main:574] : INFO : Epoch 1637 | loss: 0.031155 | val_loss: 0.0311766 | Time: 2196.74 ms
[2022-04-02 05:25:32 main:574] : INFO : Epoch 1638 | loss: 0.0311556 | val_loss: 0.0311761 | Time: 2181.23 ms
[2022-04-02 05:25:34 main:574] : INFO : Epoch 1639 | loss: 0.0311551 | val_loss: 0.0311793 | Time: 2164.93 ms
[2022-04-02 05:25:37 main:574] : INFO : Epoch 1640 | loss: 0.0311539 | val_loss: 0.0311759 | Time: 2213.28 ms
[2022-04-02 05:25:39 main:574] : INFO : Epoch 1641 | loss: 0.0311553 | val_loss: 0.0311772 | Time: 2228.46 ms
[2022-04-02 05:25:41 main:574] : INFO : Epoch 1642 | loss: 0.0311526 | val_loss: 0.0311792 | Time: 2195.34 ms
[2022-04-02 05:25:44 main:574] : INFO : Epoch 1643 | loss: 0.0311529 | val_loss: 0.0311796 | Time: 2218.31 ms
[2022-04-02 05:25:46 main:574] : INFO : Epoch 1644 | loss: 0.031155 | val_loss: 0.0311732 | Time: 2128.65 ms
[2022-04-02 05:25:48 main:574] : INFO : Epoch 1645 | loss: 0.0311549 | val_loss: 0.0311777 | Time: 2170.6 ms
[2022-04-02 05:25:50 main:574] : INFO : Epoch 1646 | loss: 0.0311534 | val_loss: 0.0311776 | Time: 2199.54 ms
[2022-04-02 05:25:52 main:574] : INFO : Epoch 1647 | loss: 0.031152 | val_loss: 0.0311773 | Time: 2148.89 ms
[2022-04-02 05:25:55 main:574] : INFO : Epoch 1648 | loss: 0.0311519 | val_loss: 0.0311776 | Time: 2181.04 ms
[2022-04-02 05:25:57 main:574] : INFO : Epoch 1649 | loss: 0.0311528 | val_loss: 0.0311834 | Time: 2146.86 ms
[2022-04-02 05:25:59 main:574] : INFO : Epoch 1650 | loss: 0.0311524 | val_loss: 0.0311797 | Time: 2199.85 ms
[2022-04-02 05:26:01 main:574] : INFO : Epoch 1651 | loss: 0.0311512 | val_loss: 0.0311778 | Time: 2183.62 ms
[2022-04-02 05:26:04 main:574] : INFO : Epoch 1652 | loss: 0.0311496 | val_loss: 0.0311813 | Time: 2220.49 ms
[2022-04-02 05:26:06 main:574] : INFO : Epoch 1653 | loss: 0.0311511 | val_loss: 0.0311763 | Time: 2189.93 ms
[2022-04-02 05:26:08 main:574] : INFO : Epoch 1654 | loss: 0.0311521 | val_loss: 0.0311786 | Time: 2199.21 ms
[2022-04-02 05:26:10 main:574] : INFO : Epoch 1655 | loss: 0.0311536 | val_loss: 0.0311785 | Time: 2164.56 ms
[2022-04-02 05:26:13 main:574] : INFO : Epoch 1656 | loss: 0.0311523 | val_loss: 0.0311756 | Time: 2197.4 ms
[2022-04-02 05:26:15 main:574] : INFO : Epoch 1657 | loss: 0.0311517 | val_loss: 0.0311759 | Time: 2203.32 ms
[2022-04-02 05:26:17 main:574] : INFO : Epoch 1658 | loss: 0.0311544 | val_loss: 0.0311781 | Time: 2241.12 ms
[2022-04-02 05:26:19 main:574] : INFO : Epoch 1659 | loss: 0.0311565 | val_loss: 0.0311769 | Time: 2207.54 ms
[2022-04-02 05:26:22 main:574] : INFO : Epoch 1660 | loss: 0.031156 | val_loss: 0.0311751 | Time: 2185.05 ms
[2022-04-02 05:26:24 main:574] : INFO : Epoch 1661 | loss: 0.0311556 | val_loss: 0.0311735 | Time: 2186.37 ms
[2022-04-02 05:26:26 main:574] : INFO : Epoch 1662 | loss: 0.0311537 | val_loss: 0.0311771 | Time: 2161.46 ms
[2022-04-02 05:26:29 main:574] : INFO : Epoch 1663 | loss: 0.031153 | val_loss: 0.0311768 | Time: 2223.51 ms
[2022-04-02 05:26:31 main:574] : INFO : Epoch 1664 | loss: 0.0311527 | val_loss: 0.0311777 | Time: 2199.68 ms
[2022-04-02 05:26:33 main:574] : INFO : Epoch 1665 | loss: 0.0311518 | val_loss: 0.0311777 | Time: 2226.86 ms
[2022-04-02 05:26:35 main:574] : INFO : Epoch 1666 | loss: 0.0311513 | val_loss: 0.0311773 | Time: 2240.56 ms
[2022-04-02 05:26:38 main:574] : INFO : Epoch 1667 | loss: 0.0311536 | val_loss: 0.0311773 | Time: 2191.15 ms
[2022-04-02 05:26:40 main:574] : INFO : Epoch 1668 | loss: 0.0311534 | val_loss: 0.0311749 | Time: 2168.69 ms
[2022-04-02 05:26:42 main:574] : INFO : Epoch 1669 | loss: 0.0311539 | val_loss: 0.0311747 | Time: 2211.79 ms
[2022-04-02 05:26:44 main:574] : INFO : Epoch 1670 | loss: 0.0311547 | val_loss: 0.0311755 | Time: 2206.26 ms
[2022-04-02 05:26:47 main:574] : INFO : Epoch 1671 | loss: 0.0311518 | val_loss: 0.031174 | Time: 2210.05 ms
[2022-04-02 05:26:49 main:574] : INFO : Epoch 1672 | loss: 0.0311591 | val_loss: 0.0311739 | Time: 2162.84 ms
[2022-04-02 05:26:51 main:574] : INFO : Epoch 1673 | loss: 0.0311592 | val_loss: 0.0311772 | Time: 2193.72 ms
[2022-04-02 05:26:53 main:574] : INFO : Epoch 1674 | loss: 0.0311578 | val_loss: 0.0311751 | Time: 2174.15 ms
[2022-04-02 05:26:56 main:574] : INFO : Epoch 1675 | loss: 0.0311577 | val_loss: 0.0311759 | Time: 2224.44 ms
[2022-04-02 05:26:58 main:574] : INFO : Epoch 1676 | loss: 0.0311556 | val_loss: 0.0311755 | Time: 2151.51 ms
[2022-04-02 05:27:00 main:574] : INFO : Epoch 1677 | loss: 0.0311562 | val_loss: 0.0311825 | Time: 2208.39 ms
[2022-04-02 05:27:02 main:574] : INFO : Epoch 1678 | loss: 0.0311571 | val_loss: 0.0311749 | Time: 2212.74 ms
[2022-04-02 05:27:05 main:574] : INFO : Epoch 1679 | loss: 0.0311548 | val_loss: 0.0311779 | Time: 2200.05 ms
[2022-04-02 05:27:07 main:574] : INFO : Epoch 1680 | loss: 0.0311543 | val_loss: 0.0311739 | Time: 2164.9 ms
[2022-04-02 05:27:09 main:574] : INFO : Epoch 1681 | loss: 0.0311524 | val_loss: 0.0311796 | Time: 2180.61 ms
[2022-04-02 05:27:11 main:574] : INFO : Epoch 1682 | loss: 0.0311518 | val_loss: 0.0311795 | Time: 2196.62 ms
[2022-04-02 05:27:14 main:574] : INFO : Epoch 1683 | loss: 0.0311529 | val_loss: 0.0311758 | Time: 2162.32 ms
[2022-04-02 05:27:16 main:574] : INFO : Epoch 1684 | loss: 0.0311518 | val_loss: 0.0311776 | Time: 2141.7 ms
[2022-04-02 05:27:18 main:574] : INFO : Epoch 1685 | loss: 0.0311545 | val_loss: 0.0311782 | Time: 2185.24 ms
[2022-04-02 05:27:20 main:574] : INFO : Epoch 1686 | loss: 0.0311543 | val_loss: 0.0311756 | Time: 2200.76 ms
[2022-04-02 05:27:23 main:574] : INFO : Epoch 1687 | loss: 0.0311546 | val_loss: 0.0311761 | Time: 2200.12 ms
[2022-04-02 05:27:25 main:574] : INFO : Epoch 1688 | loss: 0.0311539 | val_loss: 0.0311776 | Time: 2189.96 ms
[2022-04-02 05:27:27 main:574] : INFO : Epoch 1689 | loss: 0.0311536 | val_loss: 0.0311751 | Time: 2197.51 ms
[2022-04-02 05:27:29 main:574] : INFO : Epoch 1690 | loss: 0.0311524 | val_loss: 0.031175 | Time: 2213.5 ms
[2022-04-02 05:27:32 main:574] : INFO : Epoch 1691 | loss: 0.0311519 | val_loss: 0.0311758 | Time: 2155.89 ms
[2022-04-02 05:27:34 main:574] : INFO : Epoch 1692 | loss: 0.0311516 | val_loss: 0.0311769 | Time: 2226.49 ms
[2022-04-02 05:27:36 main:574] : INFO : Epoch 1693 | loss: 0.0311527 | val_loss: 0.0311798 | Time: 2189.01 ms
[2022-04-02 05:27:38 main:574] : INFO : Epoch 1694 | loss: 0.031152 | val_loss: 0.0311789 | Time: 2213.39 ms
[2022-04-02 05:27:41 main:574] : INFO : Epoch 1695 | loss: 0.03115 | val_loss: 0.0311807 | Time: 2196.15 ms
[2022-04-02 05:27:43 main:574] : INFO : Epoch 1696 | loss: 0.0311502 | val_loss: 0.0311783 | Time: 2173.33 ms
[2022-04-02 05:27:45 main:574] : INFO : Epoch 1697 | loss: 0.0311497 | val_loss: 0.0311837 | Time: 2163.52 ms
[2022-04-02 05:27:47 main:574] : INFO : Epoch 1698 | loss: 0.0311505 | val_loss: 0.0311788 | Time: 2200.76 ms
[2022-04-02 05:27:50 main:574] : INFO : Epoch 1699 | loss: 0.0311494 | val_loss: 0.0311882 | Time: 2179.78 ms
[2022-04-02 05:27:52 main:574] : INFO : Epoch 1700 | loss: 0.0311486 | val_loss: 0.0311829 | Time: 2203.52 ms
[2022-04-02 05:27:54 main:574] : INFO : Epoch 1701 | loss: 0.0311489 | val_loss: 0.0311762 | Time: 2219.01 ms
[2022-04-02 05:27:56 main:574] : INFO : Epoch 1702 | loss: 0.0311511 | val_loss: 0.0311772 | Time: 2153.68 ms
[2022-04-02 05:27:59 main:574] : INFO : Epoch 1703 | loss: 0.0311518 | val_loss: 0.0311814 | Time: 2168.57 ms
[2022-04-02 05:28:01 main:574] : INFO : Epoch 1704 | loss: 0.0311543 | val_loss: 0.0311805 | Time: 2159.44 ms
[2022-04-02 05:28:03 main:574] : INFO : Epoch 1705 | loss: 0.0311556 | val_loss: 0.0311866 | Time: 2174.12 ms
[2022-04-02 05:28:05 main:574] : INFO : Epoch 1706 | loss: 0.0311566 | val_loss: 0.0311794 | Time: 2143.16 ms
[2022-04-02 05:28:07 main:574] : INFO : Epoch 1707 | loss: 0.0311525 | val_loss: 0.0311767 | Time: 2173.92 ms
[2022-04-02 05:28:10 main:574] : INFO : Epoch 1708 | loss: 0.0311535 | val_loss: 0.0311796 | Time: 2186.54 ms
[2022-04-02 05:28:12 main:574] : INFO : Epoch 1709 | loss: 0.0311558 | val_loss: 0.03118 | Time: 2191.21 ms
[2022-04-02 05:28:14 main:574] : INFO : Epoch 1710 | loss: 0.0311526 | val_loss: 0.0311804 | Time: 2175.13 ms
[2022-04-02 05:28:16 main:574] : INFO : Epoch 1711 | loss: 0.0311537 | val_loss: 0.0311785 | Time: 2189.84 ms
[2022-04-02 05:28:19 main:574] : INFO : Epoch 1712 | loss: 0.0311507 | val_loss: 0.031179 | Time: 2290.23 ms
[2022-04-02 05:28:21 main:574] : INFO : Epoch 1713 | loss: 0.0311506 | val_loss: 0.0311816 | Time: 2195.98 ms
[2022-04-02 05:28:23 main:574] : INFO : Epoch 1714 | loss: 0.0311495 | val_loss: 0.0311785 | Time: 2206.91 ms
[2022-04-02 05:28:26 main:574] : INFO : Epoch 1715 | loss: 0.0311507 | val_loss: 0.0311816 | Time: 2228 ms
[2022-04-02 05:28:28 main:574] : INFO : Epoch 1716 | loss: 0.0311509 | val_loss: 0.0311857 | Time: 2166.38 ms
[2022-04-02 05:28:30 main:574] : INFO : Epoch 1717 | loss: 0.0311502 | val_loss: 0.0311772 | Time: 2203.77 ms
[2022-04-02 05:28:32 main:574] : INFO : Epoch 1718 | loss: 0.0311502 | val_loss: 0.0311797 | Time: 2174.83 ms
[2022-04-02 05:28:34 main:574] : INFO : Epoch 1719 | loss: 0.0311528 | val_loss: 0.0311835 | Time: 2224.76 ms
[2022-04-02 05:28:37 main:574] : INFO : Epoch 1720 | loss: 0.031155 | val_loss: 0.031177 | Time: 2189.05 ms
[2022-04-02 05:28:39 main:574] : INFO : Epoch 1721 | loss: 0.0311569 | val_loss: 0.0311786 | Time: 2214.05 ms
[2022-04-02 05:28:41 main:574] : INFO : Epoch 1722 | loss: 0.0311601 | val_loss: 0.031179 | Time: 2196.72 ms
[2022-04-02 05:28:43 main:574] : INFO : Epoch 1723 | loss: 0.031161 | val_loss: 0.0311792 | Time: 2181.62 ms
[2022-04-02 05:28:46 main:574] : INFO : Epoch 1724 | loss: 0.0311691 | val_loss: 0.0311816 | Time: 2175.76 ms
[2022-04-02 05:28:48 main:574] : INFO : Epoch 1725 | loss: 0.0311703 | val_loss: 0.0311779 | Time: 2194.62 ms
[2022-04-02 05:28:50 main:574] : INFO : Epoch 1726 | loss: 0.031166 | val_loss: 0.0311773 | Time: 2240.27 ms
[2022-04-02 05:28:52 main:574] : INFO : Epoch 1727 | loss: 0.0311645 | val_loss: 0.0311781 | Time: 2186.88 ms
[2022-04-02 05:28:55 main:574] : INFO : Epoch 1728 | loss: 0.0311625 | val_loss: 0.0311742 | Time: 2192.04 ms
[2022-04-02 05:28:57 main:574] : INFO : Epoch 1729 | loss: 0.0311601 | val_loss: 0.0311751 | Time: 2170.8 ms
[2022-04-02 05:28:59 main:574] : INFO : Epoch 1730 | loss: 0.031159 | val_loss: 0.0311754 | Time: 2215.57 ms
[2022-04-02 05:29:01 main:574] : INFO : Epoch 1731 | loss: 0.031158 | val_loss: 0.0311772 | Time: 2189.32 ms
[2022-04-02 05:29:04 main:574] : INFO : Epoch 1732 | loss: 0.0311574 | val_loss: 0.031173 | Time: 2123 ms
[2022-04-02 05:29:06 main:574] : INFO : Epoch 1733 | loss: 0.0311551 | val_loss: 0.0311744 | Time: 2187.96 ms
[2022-04-02 05:29:08 main:574] : INFO : Epoch 1734 | loss: 0.0311559 | val_loss: 0.0311706 | Time: 2167.52 ms
[2022-04-02 05:29:10 main:574] : INFO : Epoch 1735 | loss: 0.0311563 | val_loss: 0.0311723 | Time: 2203.61 ms
[2022-04-02 05:29:13 main:574] : INFO : Epoch 1736 | loss: 0.0311551 | val_loss: 0.031174 | Time: 2165.23 ms
[2022-04-02 05:29:15 main:574] : INFO : Epoch 1737 | loss: 0.0311562 | val_loss: 0.0311738 | Time: 2185.29 ms
[2022-04-02 05:29:17 main:574] : INFO : Epoch 1738 | loss: 0.0311573 | val_loss: 0.031179 | Time: 2194.1 ms
[2022-04-02 05:29:19 main:574] : INFO : Epoch 1739 | loss: 0.031159 | val_loss: 0.0311789 | Time: 2204.45 ms
[2022-04-02 05:29:22 main:574] : INFO : Epoch 1740 | loss: 0.0311558 | val_loss: 0.0311747 | Time: 2182.49 ms
[2022-04-02 05:29:24 main:574] : INFO : Epoch 1741 | loss: 0.0311527 | val_loss: 0.0311742 | Time: 2233.04 ms
[2022-04-02 05:29:26 main:574] : INFO : Epoch 1742 | loss: 0.0311526 | val_loss: 0.0311727 | Time: 2168.82 ms
[2022-04-02 05:29:28 main:574] : INFO : Epoch 1743 | loss: 0.0311514 | val_loss: 0.0311765 | Time: 2214.5 ms
[2022-04-02 05:29:31 main:574] : INFO : Epoch 1744 | loss: 0.0311508 | val_loss: 0.0311743 | Time: 2174.03 ms
[2022-04-02 05:29:33 main:574] : INFO : Epoch 1745 | loss: 0.0311501 | val_loss: 0.0311787 | Time: 2176.14 ms
[2022-04-02 05:29:35 main:574] : INFO : Epoch 1746 | loss: 0.0311492 | val_loss: 0.0311742 | Time: 2160.22 ms
[2022-04-02 05:29:37 main:574] : INFO : Epoch 1747 | loss: 0.0311498 | val_loss: 0.0311753 | Time: 2176.87 ms
[2022-04-02 05:29:40 main:574] : INFO : Epoch 1748 | loss: 0.0311509 | val_loss: 0.0311805 | Time: 2186.98 ms
[2022-04-02 05:29:42 main:574] : INFO : Epoch 1749 | loss: 0.0311483 | val_loss: 0.0311798 | Time: 2167.37 ms
[2022-04-02 05:29:44 main:574] : INFO : Epoch 1750 | loss: 0.0311498 | val_loss: 0.031176 | Time: 2248.68 ms
[2022-04-02 05:29:46 main:574] : INFO : Epoch 1751 | loss: 0.0311493 | val_loss: 0.0311779 | Time: 2185.21 ms
[2022-04-02 05:29:49 main:574] : INFO : Epoch 1752 | loss: 0.0311498 | val_loss: 0.0311769 | Time: 2219.74 ms
[2022-04-02 05:29:51 main:574] : INFO : Epoch 1753 | loss: 0.0311498 | val_loss: 0.0311786 | Time: 2212.53 ms
[2022-04-02 05:29:53 main:574] : INFO : Epoch 1754 | loss: 0.0311491 | val_loss: 0.031181 | Time: 2181.2 ms
[2022-04-02 05:29:55 main:574] : INFO : Epoch 1755 | loss: 0.0311509 | val_loss: 0.0311818 | Time: 2184.48 ms
[2022-04-02 05:29:58 main:574] : INFO : Epoch 1756 | loss: 0.0311661 | val_loss: 0.0311858 | Time: 2194.09 ms
[2022-04-02 05:30:00 main:574] : INFO : Epoch 1757 | loss: 0.0311663 | val_loss: 0.0311831 | Time: 2198.54 ms
[2022-04-02 05:30:02 main:574] : INFO : Epoch 1758 | loss: 0.0311622 | val_loss: 0.031185 | Time: 2182.67 ms
[2022-04-02 05:30:04 main:574] : INFO : Epoch 1759 | loss: 0.0311723 | val_loss: 0.0311848 | Time: 2154.27 ms
[2022-04-02 05:30:07 main:574] : INFO : Epoch 1760 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 2185.38 ms
[2022-04-02 05:30:09 main:574] : INFO : Epoch 1761 | loss: 0.0311744 | val_loss: 0.0311753 | Time: 2167.49 ms
[2022-04-02 05:30:11 main:574] : INFO : Epoch 1762 | loss: 0.0311705 | val_loss: 0.0311747 | Time: 2174.25 ms
[2022-04-02 05:30:13 main:574] : INFO : Epoch 1763 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 2176.84 ms
[2022-04-02 05:30:16 main:574] : INFO : Epoch 1764 | loss: 0.0311675 | val_loss: 0.0311735 | Time: 2200.1 ms
[2022-04-02 05:30:18 main:574] : INFO : Epoch 1765 | loss: 0.031167 | val_loss: 0.0311764 | Time: 2181.78 ms
[2022-04-02 05:30:20 main:574] : INFO : Epoch 1766 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 2193.19 ms
[2022-04-02 05:30:22 main:574] : INFO : Epoch 1767 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 2231.23 ms
[2022-04-02 05:30:25 main:574] : INFO : Epoch 1768 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 2156.53 ms
[2022-04-02 05:30:27 main:574] : INFO : Epoch 1769 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 2187.19 ms
[2022-04-02 05:30:29 main:574] : INFO : Epoch 1770 | loss: 0.0311653 | val_loss: 0.0311764 | Time: 2149.91 ms
[2022-04-02 05:30:31 main:574] : INFO : Epoch 1771 | loss: 0.0311635 | val_loss: 0.0311735 | Time: 2222.73 ms
[2022-04-02 05:30:34 main:574] : INFO : Epoch 1772 | loss: 0.0311627 | val_loss: 0.0311747 | Time: 2159.14 ms
[2022-04-02 05:30:36 main:574] : INFO : Epoch 1773 | loss: 0.0311625 | val_loss: 0.0311748 | Time: 2181.92 ms
[2022-04-02 05:30:38 main:574] : INFO : Epoch 1774 | loss: 0.0311616 | val_loss: 0.0311768 | Time: 2231.04 ms
[2022-04-02 05:30:40 main:574] : INFO : Epoch 1775 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 2209.94 ms
[2022-04-02 05:30:43 main:574] : INFO : Epoch 1776 | loss: 0.0311618 | val_loss: 0.0311728 | Time: 2190.77 ms
[2022-04-02 05:30:45 main:574] : INFO : Epoch 1777 | loss: 0.031159 | val_loss: 0.0311748 | Time: 2189.48 ms
[2022-04-02 05:30:47 main:574] : INFO : Epoch 1778 | loss: 0.0311577 | val_loss: 0.0311767 | Time: 2166.03 ms
[2022-04-02 05:30:49 main:574] : INFO : Epoch 1779 | loss: 0.0311579 | val_loss: 0.0311769 | Time: 2192.23 ms
[2022-04-02 05:30:52 main:574] : INFO : Epoch 1780 | loss: 0.0311578 | val_loss: 0.0311749 | Time: 2178.44 ms
[2022-04-02 05:30:54 main:574] : INFO : Epoch 1781 | loss: 0.0311578 | val_loss: 0.0311773 | Time: 2175.13 ms
[2022-04-02 05:30:56 main:574] : INFO : Epoch 1782 | loss: 0.0311583 | val_loss: 0.0311769 | Time: 2158.47 ms
[2022-04-02 05:30:58 main:574] : INFO : Epoch 1783 | loss: 0.0311575 | val_loss: 0.0311765 | Time: 2185.92 ms
[2022-04-02 05:31:00 main:574] : INFO : Epoch 1784 | loss: 0.0311561 | val_loss: 0.0311777 | Time: 2173.28 ms
[2022-04-02 05:31:03 main:574] : INFO : Epoch 1785 | loss: 0.0311577 | val_loss: 0.0311778 | Time: 2156.32 ms
[2022-04-02 05:31:05 main:574] : INFO : Epoch 1786 | loss: 0.0311568 | val_loss: 0.0311773 | Time: 2197.55 ms
[2022-04-02 05:31:07 main:574] : INFO : Epoch 1787 | loss: 0.0311576 | val_loss: 0.0311754 | Time: 2153.06 ms
[2022-04-02 05:31:09 main:574] : INFO : Epoch 1788 | loss: 0.0311557 | val_loss: 0.0311742 | Time: 2174.79 ms
[2022-04-02 05:31:12 main:574] : INFO : Epoch 1789 | loss: 0.0311566 | val_loss: 0.0311781 | Time: 2202.64 ms
[2022-04-02 05:31:14 main:574] : INFO : Epoch 1790 | loss: 0.0311553 | val_loss: 0.031176 | Time: 2170.25 ms
[2022-04-02 05:31:16 main:574] : INFO : Epoch 1791 | loss: 0.0311544 | val_loss: 0.0311747 | Time: 2234.72 ms
[2022-04-02 05:31:18 main:574] : INFO : Epoch 1792 | loss: 0.0311555 | val_loss: 0.031176 | Time: 2205.97 ms
[2022-04-02 05:31:21 main:574] : INFO : Epoch 1793 | loss: 0.0311556 | val_loss: 0.0311762 | Time: 2169.17 ms
[2022-04-02 05:31:23 main:574] : INFO : Epoch 1794 | loss: 0.0311559 | val_loss: 0.0311794 | Time: 2195.56 ms
[2022-04-02 05:31:25 main:574] : INFO : Epoch 1795 | loss: 0.0311559 | val_loss: 0.0311752 | Time: 2178.64 ms
[2022-04-02 05:31:27 main:574] : INFO : Epoch 1796 | loss: 0.0311545 | val_loss: 0.0311795 | Time: 2206.19 ms
[2022-04-02 05:31:30 main:574] : INFO : Epoch 1797 | loss: 0.0311556 | val_loss: 0.0311767 | Time: 2194.08 ms
[2022-04-02 05:31:32 main:574] : INFO : Epoch 1798 | loss: 0.0311559 | val_loss: 0.0311829 | Time: 2147.81 ms
[2022-04-02 05:31:34 main:574] : INFO : Epoch 1799 | loss: 0.0311557 | val_loss: 0.0311728 | Time: 2183.34 ms
[2022-04-02 05:31:36 main:574] : INFO : Epoch 1800 | loss: 0.0311545 | val_loss: 0.0311741 | Time: 2200.8 ms
[2022-04-02 05:31:39 main:574] : INFO : Epoch 1801 | loss: 0.0311522 | val_loss: 0.031178 | Time: 2307.11 ms
[2022-04-02 05:31:41 main:574] : INFO : Epoch 1802 | loss: 0.0311534 | val_loss: 0.0311742 | Time: 2179.12 ms
[2022-04-02 05:31:43 main:574] : INFO : Epoch 1803 | loss: 0.0311524 | val_loss: 0.0311734 | Time: 2183.93 ms
[2022-04-02 05:31:46 main:574] : INFO : Epoch 1804 | loss: 0.0311533 | val_loss: 0.0311743 | Time: 2163.25 ms
[2022-04-02 05:31:48 main:574] : INFO : Epoch 1805 | loss: 0.0311534 | val_loss: 0.0311758 | Time: 2213.46 ms
[2022-04-02 05:31:50 main:574] : INFO : Epoch 1806 | loss: 0.0311542 | val_loss: 0.0311753 | Time: 2198.16 ms
[2022-04-02 05:31:52 main:574] : INFO : Epoch 1807 | loss: 0.0311545 | val_loss: 0.0311802 | Time: 2205.32 ms
[2022-04-02 05:31:55 main:574] : INFO : Epoch 1808 | loss: 0.0311553 | val_loss: 0.0311788 | Time: 2161.56 ms
[2022-04-02 05:31:57 main:574] : INFO : Epoch 1809 | loss: 0.0311524 | val_loss: 0.0311733 | Time: 2162.17 ms
[2022-04-02 05:31:59 main:574] : INFO : Epoch 1810 | loss: 0.0311518 | val_loss: 0.0311729 | Time: 2194.51 ms
[2022-04-02 05:32:01 main:574] : INFO : Epoch 1811 | loss: 0.0311522 | val_loss: 0.0311739 | Time: 2183.11 ms
[2022-04-02 05:32:04 main:574] : INFO : Epoch 1812 | loss: 0.0311516 | val_loss: 0.0311732 | Time: 2267.24 ms
[2022-04-02 05:32:06 main:574] : INFO : Epoch 1813 | loss: 0.0311515 | val_loss: 0.0311713 | Time: 2179.03 ms
[2022-04-02 05:32:08 main:574] : INFO : Epoch 1814 | loss: 0.0311536 | val_loss: 0.031176 | Time: 2188.47 ms
[2022-04-02 05:32:10 main:574] : INFO : Epoch 1815 | loss: 0.0311525 | val_loss: 0.0311741 | Time: 2204.93 ms
[2022-04-02 05:32:12 main:574] : INFO : Epoch 1816 | loss: 0.0311508 | val_loss: 0.0311748 | Time: 2174.07 ms
[2022-04-02 05:32:15 main:574] : INFO : Epoch 1817 | loss: 0.031155 | val_loss: 0.0311787 | Time: 2151.5 ms
[2022-04-02 05:32:17 main:574] : INFO : Epoch 1818 | loss: 0.031152 | val_loss: 0.0311754 | Time: 2136.91 ms
[2022-04-02 05:32:19 main:574] : INFO : Epoch 1819 | loss: 0.0311505 | val_loss: 0.0311753 | Time: 2168.14 ms
[2022-04-02 05:32:21 main:574] : INFO : Epoch 1820 | loss: 0.0311503 | val_loss: 0.0311737 | Time: 2218.78 ms
[2022-04-02 05:32:24 main:574] : INFO : Epoch 1821 | loss: 0.0311531 | val_loss: 0.0311711 | Time: 2181.27 ms
[2022-04-02 05:32:26 main:574] : INFO : Epoch 1822 | loss: 0.0311551 | val_loss: 0.0311739 | Time: 2178.37 ms
[2022-04-02 05:32:28 main:574] : INFO : Epoch 1823 | loss: 0.0311538 | val_loss: 0.0311748 | Time: 2146.56 ms
[2022-04-02 05:32:30 main:574] : INFO : Epoch 1824 | loss: 0.0311529 | val_loss: 0.0311734 | Time: 2212.07 ms
[2022-04-02 05:32:33 main:574] : INFO : Epoch 1825 | loss: 0.0311538 | val_loss: 0.0311857 | Time: 2162.51 ms
[2022-04-02 05:32:35 main:574] : INFO : Epoch 1826 | loss: 0.0311556 | val_loss: 0.0311758 | Time: 2233.49 ms
[2022-04-02 05:32:37 main:574] : INFO : Epoch 1827 | loss: 0.0311532 | val_loss: 0.031176 | Time: 2168.24 ms
[2022-04-02 05:32:39 main:574] : INFO : Epoch 1828 | loss: 0.0311519 | val_loss: 0.0311738 | Time: 2188.62 ms
[2022-04-02 05:32:42 main:574] : INFO : Epoch 1829 | loss: 0.0311514 | val_loss: 0.0311757 | Time: 2179.56 ms
[2022-04-02 05:32:44 main:574] : INFO : Epoch 1830 | loss: 0.0311517 | val_loss: 0.0311755 | Time: 2207.61 ms
[2022-04-02 05:32:46 main:574] : INFO : Epoch 1831 | loss: 0.0311543 | val_loss: 0.0311826 | Time: 2182.99 ms
[2022-04-02 05:32:48 main:574] : INFO : Epoch 1832 | loss: 0.0311528 | val_loss: 0.0311784 | Time: 2163.69 ms
[2022-04-02 05:32:51 main:574] : INFO : Epoch 1833 | loss: 0.031153 | val_loss: 0.0311745 | Time: 2211.47 ms
[2022-04-02 05:32:53 main:574] : INFO : Epoch 1834 | loss: 0.0311526 | val_loss: 0.0311807 | Time: 2234.59 ms
[2022-04-02 05:32:55 main:574] : INFO : Epoch 1835 | loss: 0.0311554 | val_loss: 0.0311771 | Time: 2197.57 ms
[2022-04-02 05:32:57 main:574] : INFO : Epoch 1836 | loss: 0.0311526 | val_loss: 0.0311736 | Time: 2175.57 ms
[2022-04-02 05:33:00 main:574] : INFO : Epoch 1837 | loss: 0.0311527 | val_loss: 0.0311734 | Time: 2261.08 ms
[2022-04-02 05:33:02 main:574] : INFO : Epoch 1838 | loss: 0.0311518 | val_loss: 0.0311783 | Time: 2171.81 ms
[2022-04-02 05:33:04 main:574] : INFO : Epoch 1839 | loss: 0.0311515 | val_loss: 0.0311781 | Time: 2186.59 ms
[2022-04-02 05:33:07 main:574] : INFO : Epoch 1840 | loss: 0.0311616 | val_loss: 0.0311852 | Time: 2169.3 ms
[2022-04-02 05:33:09 main:574] : INFO : Epoch 1841 | loss: 0.0311799 | val_loss: 0.0311918 | Time: 2195.69 ms
[2022-04-02 05:33:11 main:574] : INFO : Epoch 1842 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 2143.5 ms
[2022-04-02 05:33:13 main:574] : INFO : Epoch 1843 | loss: 0.0311774 | val_loss: 0.0311884 | Time: 2166.78 ms
[2022-04-02 05:33:16 main:574] : INFO : Epoch 1844 | loss: 0.0311775 | val_loss: 0.0311833 | Time: 2197.27 ms
[2022-04-02 05:33:18 main:574] : INFO : Epoch 1845 | loss: 0.0311751 | val_loss: 0.0311847 | Time: 2174.38 ms
[2022-04-02 05:33:20 main:574] : INFO : Epoch 1846 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 2194.01 ms
[2022-04-02 05:33:22 main:574] : INFO : Epoch 1847 | loss: 0.0311727 | val_loss: 0.0311812 | Time: 2186.94 ms
[2022-04-02 05:33:24 main:574] : INFO : Epoch 1848 | loss: 0.0311715 | val_loss: 0.0311843 | Time: 2186.63 ms
[2022-04-02 05:33:27 main:574] : INFO : Epoch 1849 | loss: 0.03117 | val_loss: 0.0311808 | Time: 2203.72 ms
[2022-04-02 05:33:29 main:574] : INFO : Epoch 1850 | loss: 0.0311705 | val_loss: 0.031181 | Time: 2173.87 ms
[2022-04-02 05:33:31 main:574] : INFO : Epoch 1851 | loss: 0.0311712 | val_loss: 0.031182 | Time: 2215.59 ms
[2022-04-02 05:33:34 main:574] : INFO : Epoch 1852 | loss: 0.0311698 | val_loss: 0.0311814 | Time: 2189.05 ms
[2022-04-02 05:33:36 main:574] : INFO : Epoch 1853 | loss: 0.031168 | val_loss: 0.0311797 | Time: 2199.65 ms
[2022-04-02 05:33:38 main:574] : INFO : Epoch 1854 | loss: 0.0311665 | val_loss: 0.0311815 | Time: 2147.5 ms
[2022-04-02 05:33:40 main:574] : INFO : Epoch 1855 | loss: 0.031167 | val_loss: 0.0311794 | Time: 2160.59 ms
[2022-04-02 05:33:42 main:574] : INFO : Epoch 1856 | loss: 0.0311656 | val_loss: 0.0311809 | Time: 2180.39 ms
[2022-04-02 05:33:45 main:574] : INFO : Epoch 1857 | loss: 0.0311674 | val_loss: 0.031181 | Time: 2164.97 ms
[2022-04-02 05:33:47 main:574] : INFO : Epoch 1858 | loss: 0.0311659 | val_loss: 0.0311804 | Time: 2175.88 ms
[2022-04-02 05:33:49 main:574] : INFO : Epoch 1859 | loss: 0.0311672 | val_loss: 0.0311804 | Time: 2205.5 ms
[2022-04-02 05:33:51 main:574] : INFO : Epoch 1860 | loss: 0.0311652 | val_loss: 0.0311815 | Time: 2195.85 ms
[2022-04-02 05:33:54 main:574] : INFO : Epoch 1861 | loss: 0.0311645 | val_loss: 0.0311793 | Time: 2170.6 ms
[2022-04-02 05:33:56 main:574] : INFO : Epoch 1862 | loss: 0.031164 | val_loss: 0.0311774 | Time: 2216.52 ms
[2022-04-02 05:33:58 main:574] : INFO : Epoch 1863 | loss: 0.031163 | val_loss: 0.0311778 | Time: 2165.29 ms
[2022-04-02 05:34:00 main:574] : INFO : Epoch 1864 | loss: 0.0311624 | val_loss: 0.0311806 | Time: 2160.31 ms
[2022-04-02 05:34:03 main:574] : INFO : Epoch 1865 | loss: 0.0311629 | val_loss: 0.0311819 | Time: 2187.67 ms
[2022-04-02 05:34:05 main:574] : INFO : Epoch 1866 | loss: 0.0311623 | val_loss: 0.0311779 | Time: 2183.05 ms
[2022-04-02 05:34:07 main:574] : INFO : Epoch 1867 | loss: 0.031162 | val_loss: 0.0311793 | Time: 2146.37 ms
[2022-04-02 05:34:09 main:574] : INFO : Epoch 1868 | loss: 0.031163 | val_loss: 0.0311796 | Time: 2199.62 ms
[2022-04-02 05:34:12 main:574] : INFO : Epoch 1869 | loss: 0.0311661 | val_loss: 0.0311885 | Time: 2188.44 ms
[2022-04-02 05:34:14 main:574] : INFO : Epoch 1870 | loss: 0.0311697 | val_loss: 0.0311897 | Time: 2174.83 ms
[2022-04-02 05:34:16 main:574] : INFO : Epoch 1871 | loss: 0.0311669 | val_loss: 0.0311905 | Time: 2218.74 ms
[2022-04-02 05:34:18 main:574] : INFO : Epoch 1872 | loss: 0.0311645 | val_loss: 0.0311885 | Time: 2169.46 ms
[2022-04-02 05:34:21 main:574] : INFO : Epoch 1873 | loss: 0.0311654 | val_loss: 0.0311812 | Time: 2239.76 ms
[2022-04-02 05:34:23 main:574] : INFO : Epoch 1874 | loss: 0.0311631 | val_loss: 0.0311843 | Time: 2141.39 ms
[2022-04-02 05:34:25 main:574] : INFO : Epoch 1875 | loss: 0.0311602 | val_loss: 0.03118 | Time: 2207.61 ms
[2022-04-02 05:34:27 main:574] : INFO : Epoch 1876 | loss: 0.0311584 | val_loss: 0.0311828 | Time: 2173.1 ms
[2022-04-02 05:34:30 main:574] : INFO : Epoch 1877 | loss: 0.0311587 | val_loss: 0.031185 | Time: 2195.9 ms
[2022-04-02 05:34:32 main:574] : INFO : Epoch 1878 | loss: 0.0311594 | val_loss: 0.0311834 | Time: 2181.04 ms
[2022-04-02 05:34:34 main:574] : INFO : Epoch 1879 | loss: 0.0311604 | val_loss: 0.0311825 | Time: 2204.81 ms
[2022-04-02 05:34:36 main:574] : INFO : Epoch 1880 | loss: 0.0311607 | val_loss: 0.0311834 | Time: 2145.93 ms
[2022-04-02 05:34:39 main:574] : INFO : Epoch 1881 | loss: 0.0311608 | val_loss: 0.0311784 | Time: 2172.78 ms
[2022-04-02 05:34:41 main:574] : INFO : Epoch 1882 | loss: 0.0311592 | val_loss: 0.0311787 | Time: 2198.78 ms
[2022-04-02 05:34:43 main:574] : INFO : Epoch 1883 | loss: 0.0311592 | val_loss: 0.0311795 | Time: 2156.96 ms
[2022-04-02 05:34:45 main:574] : INFO : Epoch 1884 | loss: 0.0311606 | val_loss: 0.0311835 | Time: 2194.2 ms
[2022-04-02 05:34:48 main:574] : INFO : Epoch 1885 | loss: 0.0311631 | val_loss: 0.0311777 | Time: 2193.12 ms
[2022-04-02 05:34:50 main:574] : INFO : Epoch 1886 | loss: 0.0311615 | val_loss: 0.0311904 | Time: 2225.92 ms
[2022-04-02 05:34:52 main:574] : INFO : Epoch 1887 | loss: 0.031162 | val_loss: 0.0311779 | Time: 2173.81 ms
[2022-04-02 05:34:54 main:574] : INFO : Epoch 1888 | loss: 0.0311589 | val_loss: 0.0311806 | Time: 2198.71 ms
[2022-04-02 05:34:56 main:574] : INFO : Epoch 1889 | loss: 0.0311585 | val_loss: 0.0311781 | Time: 2167.78 ms
[2022-04-02 05:34:59 main:574] : INFO : Epoch 1890 | loss: 0.0311616 | val_loss: 0.031178 | Time: 2180.02 ms
[2022-04-02 05:35:01 main:574] : INFO : Epoch 1891 | loss: 0.0311604 | val_loss: 0.0311767 | Time: 2176.86 ms
[2022-04-02 05:35:03 main:574] : INFO : Epoch 1892 | loss: 0.0311596 | val_loss: 0.0311769 | Time: 2187.96 ms
[2022-04-02 05:35:06 main:574] : INFO : Epoch 1893 | loss: 0.0311594 | val_loss: 0.0311784 | Time: 2203.68 ms
[2022-04-02 05:35:08 main:574] : INFO : Epoch 1894 | loss: 0.0311591 | val_loss: 0.0311772 | Time: 2196.67 ms
[2022-04-02 05:35:10 main:574] : INFO : Epoch 1895 | loss: 0.031159 | val_loss: 0.0311756 | Time: 2193.24 ms
[2022-04-02 05:35:12 main:574] : INFO : Epoch 1896 | loss: 0.0311565 | val_loss: 0.0311805 | Time: 2171.09 ms
[2022-04-02 05:35:15 main:574] : INFO : Epoch 1897 | loss: 0.0311588 | val_loss: 0.0311783 | Time: 2227.61 ms
[2022-04-02 05:35:17 main:574] : INFO : Epoch 1898 | loss: 0.0311566 | val_loss: 0.0311761 | Time: 2156.95 ms
[2022-04-02 05:35:19 main:574] : INFO : Epoch 1899 | loss: 0.031157 | val_loss: 0.031177 | Time: 2197.22 ms
[2022-04-02 05:35:21 main:574] : INFO : Epoch 1900 | loss: 0.0311556 | val_loss: 0.0311794 | Time: 2152.7 ms
[2022-04-02 05:35:23 main:574] : INFO : Epoch 1901 | loss: 0.0311576 | val_loss: 0.0311773 | Time: 2193.18 ms
[2022-04-02 05:35:26 main:574] : INFO : Epoch 1902 | loss: 0.0311604 | val_loss: 0.0311763 | Time: 2220.26 ms
[2022-04-02 05:35:28 main:574] : INFO : Epoch 1903 | loss: 0.0311606 | val_loss: 0.0311765 | Time: 2154.99 ms
[2022-04-02 05:35:30 main:574] : INFO : Epoch 1904 | loss: 0.031159 | val_loss: 0.0311789 | Time: 2226.83 ms
[2022-04-02 05:35:32 main:574] : INFO : Epoch 1905 | loss: 0.0311589 | val_loss: 0.0311772 | Time: 2167.57 ms
[2022-04-02 05:35:35 main:574] : INFO : Epoch 1906 | loss: 0.0311598 | val_loss: 0.03118 | Time: 2207.28 ms
[2022-04-02 05:35:37 main:574] : INFO : Epoch 1907 | loss: 0.0311581 | val_loss: 0.0311792 | Time: 2173.25 ms
[2022-04-02 05:35:39 main:574] : INFO : Epoch 1908 | loss: 0.0311574 | val_loss: 0.0311818 | Time: 2199.88 ms
[2022-04-02 05:35:41 main:574] : INFO : Epoch 1909 | loss: 0.0311567 | val_loss: 0.0311771 | Time: 2185.74 ms
[2022-04-02 05:35:44 main:574] : INFO : Epoch 1910 | loss: 0.0311586 | val_loss: 0.0311826 | Time: 2219.82 ms
[2022-04-02 05:35:46 main:574] : INFO : Epoch 1911 | loss: 0.0311584 | val_loss: 0.0311763 | Time: 2155.85 ms
[2022-04-02 05:35:48 main:574] : INFO : Epoch 1912 | loss: 0.0311583 | val_loss: 0.0311789 | Time: 2180.85 ms
[2022-04-02 05:35:50 main:574] : INFO : Epoch 1913 | loss: 0.0311581 | val_loss: 0.0311789 | Time: 2188.31 ms
[2022-04-02 05:35:53 main:574] : INFO : Epoch 1914 | loss: 0.0311593 | val_loss: 0.0311778 | Time: 2176.86 ms
[2022-04-02 05:35:55 main:574] : INFO : Epoch 1915 | loss: 0.0311609 | val_loss: 0.0311869 | Time: 2218.1 ms
[2022-04-02 05:35:57 main:574] : INFO : Epoch 1916 | loss: 0.031166 | val_loss: 0.0311773 | Time: 2190.3 ms
[2022-04-02 05:35:59 main:574] : INFO : Epoch 1917 | loss: 0.031167 | val_loss: 0.0311751 | Time: 2164.36 ms
[2022-04-02 05:36:02 main:574] : INFO : Epoch 1918 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 2159 ms
[2022-04-02 05:36:04 main:574] : INFO : Epoch 1919 | loss: 0.0311636 | val_loss: 0.0311786 | Time: 2209.94 ms
[2022-04-02 05:36:06 main:574] : INFO : Epoch 1920 | loss: 0.031163 | val_loss: 0.0311808 | Time: 2195.52 ms
[2022-04-02 05:36:08 main:574] : INFO : Epoch 1921 | loss: 0.0311639 | val_loss: 0.0311755 | Time: 2205.25 ms
[2022-04-02 05:36:11 main:574] : INFO : Epoch 1922 | loss: 0.0311643 | val_loss: 0.0311781 | Time: 2178.51 ms
[2022-04-02 05:36:13 main:574] : INFO : Epoch 1923 | loss: 0.0311646 | val_loss: 0.0311783 | Time: 2196.15 ms
[2022-04-02 05:36:15 main:574] : INFO : Epoch 1924 | loss: 0.031169 | val_loss: 0.031185 | Time: 2200.16 ms
[2022-04-02 05:36:18 main:574] : INFO : Epoch 1925 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 2190.53 ms
[2022-04-02 05:36:20 main:574] : INFO : Epoch 1926 | loss: 0.0311627 | val_loss: 0.0311749 | Time: 2220.2 ms
[2022-04-02 05:36:22 main:574] : INFO : Epoch 1927 | loss: 0.0311627 | val_loss: 0.0311776 | Time: 2177.85 ms
[2022-04-02 05:36:24 main:574] : INFO : Epoch 1928 | loss: 0.0311633 | val_loss: 0.0311776 | Time: 2198.7 ms
[2022-04-02 05:36:26 main:574] : INFO : Epoch 1929 | loss: 0.0311629 | val_loss: 0.031174 | Time: 2134.49 ms
[2022-04-02 05:36:29 main:574] : INFO : Epoch 1930 | loss: 0.0311621 | val_loss: 0.0311752 | Time: 2196.7 ms
[2022-04-02 05:36:31 main:574] : INFO : Epoch 1931 | loss: 0.0311705 | val_loss: 0.0311856 | Time: 2167.57 ms
[2022-04-02 05:36:33 main:574] : INFO : Epoch 1932 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 2171.54 ms
[2022-04-02 05:36:36 main:574] : INFO : Epoch 1933 | loss: 0.0311755 | val_loss: 0.0311821 | Time: 2275.37 ms
[2022-04-02 05:36:38 main:574] : INFO : Epoch 1934 | loss: 0.0311748 | val_loss: 0.0311768 | Time: 2178.31 ms
[2022-04-02 05:36:40 main:574] : INFO : Epoch 1935 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 2214.96 ms
[2022-04-02 05:36:42 main:574] : INFO : Epoch 1936 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 2156.02 ms
[2022-04-02 05:36:45 main:574] : INFO : Epoch 1937 | loss: 0.0311673 | val_loss: 0.031174 | Time: 2183.76 ms
[2022-04-02 05:36:47 main:574] : INFO : Epoch 1938 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 2208.2 ms
[2022-04-02 05:36:49 main:574] : INFO : Epoch 1939 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 2165.77 ms
[2022-04-02 05:36:51 main:574] : INFO : Epoch 1940 | loss: 0.0311672 | val_loss: 0.0311916 | Time: 2165.28 ms
[2022-04-02 05:36:53 main:574] : INFO : Epoch 1941 | loss: 0.0311775 | val_loss: 0.0311876 | Time: 2164.93 ms
[2022-04-02 05:36:56 main:574] : INFO : Epoch 1942 | loss: 0.0311725 | val_loss: 0.0311852 | Time: 2227.46 ms
[2022-04-02 05:36:58 main:574] : INFO : Epoch 1943 | loss: 0.0311702 | val_loss: 0.0311848 | Time: 2170.25 ms
[2022-04-02 05:37:00 main:574] : INFO : Epoch 1944 | loss: 0.0311683 | val_loss: 0.0311865 | Time: 2188.03 ms
[2022-04-02 05:37:03 main:574] : INFO : Epoch 1945 | loss: 0.0311679 | val_loss: 0.0311821 | Time: 2195.05 ms
[2022-04-02 05:37:05 main:574] : INFO : Epoch 1946 | loss: 0.0311655 | val_loss: 0.0311814 | Time: 2219.54 ms
[2022-04-02 05:37:07 main:574] : INFO : Epoch 1947 | loss: 0.0311655 | val_loss: 0.0311802 | Time: 2165.85 ms
[2022-04-02 05:37:09 main:574] : INFO : Epoch 1948 | loss: 0.0311651 | val_loss: 0.0311789 | Time: 2220.57 ms
[2022-04-02 05:37:12 main:574] : INFO : Epoch 1949 | loss: 0.0311656 | val_loss: 0.0311803 | Time: 2240.3 ms
[2022-04-02 05:37:14 main:574] : INFO : Epoch 1950 | loss: 0.0311643 | val_loss: 0.0311766 | Time: 2194.81 ms
[2022-04-02 05:37:16 main:574] : INFO : Epoch 1951 | loss: 0.0311627 | val_loss: 0.0311789 | Time: 2224.32 ms
[2022-04-02 05:37:18 main:574] : INFO : Epoch 1952 | loss: 0.0311623 | val_loss: 0.0311772 | Time: 2155.32 ms
[2022-04-02 05:37:21 main:574] : INFO : Epoch 1953 | loss: 0.031163 | val_loss: 0.0311857 | Time: 2219.79 ms
[2022-04-02 05:37:23 main:574] : INFO : Epoch 1954 | loss: 0.0311655 | val_loss: 0.0311784 | Time: 2164.8 ms
[2022-04-02 05:37:25 main:574] : INFO : Epoch 1955 | loss: 0.0311627 | val_loss: 0.0311814 | Time: 2199.68 ms
[2022-04-02 05:37:27 main:574] : INFO : Epoch 1956 | loss: 0.0311625 | val_loss: 0.0311806 | Time: 2201.55 ms
[2022-04-02 05:37:30 main:574] : INFO : Epoch 1957 | loss: 0.0311626 | val_loss: 0.0311839 | Time: 2178.04 ms
[2022-04-02 05:37:32 main:574] : INFO : Epoch 1958 | loss: 0.0311614 | val_loss: 0.0311797 | Time: 2179.63 ms
[2022-04-02 05:37:34 main:574] : INFO : Epoch 1959 | loss: 0.0311607 | val_loss: 0.0311772 | Time: 2127.69 ms
[2022-04-02 05:37:36 main:574] : INFO : Epoch 1960 | loss: 0.0311616 | val_loss: 0.0311814 | Time: 2227.02 ms
[2022-04-02 05:37:39 main:574] : INFO : Epoch 1961 | loss: 0.031161 | val_loss: 0.0311771 | Time: 2196.36 ms
[2022-04-02 05:37:41 main:574] : INFO : Epoch 1962 | loss: 0.0311623 | val_loss: 0.0311809 | Time: 2200.74 ms
[2022-04-02 05:37:43 main:574] : INFO : Epoch 1963 | loss: 0.0311666 | val_loss: 0.03118 | Time: 2147.47 ms
[2022-04-02 05:37:45 main:574] : INFO : Epoch 1964 | loss: 0.0311661 | val_loss: 0.0311787 | Time: 2175.01 ms
[2022-04-02 05:37:48 main:574] : INFO : Epoch 1965 | loss: 0.0311627 | val_loss: 0.031179 | Time: 2218.24 ms
[2022-04-02 05:37:50 main:574] : INFO : Epoch 1966 | loss: 0.031162 | val_loss: 0.0311774 | Time: 2223.8 ms
[2022-04-02 05:37:52 main:574] : INFO : Epoch 1967 | loss: 0.0311602 | val_loss: 0.0311771 | Time: 2167.22 ms
[2022-04-02 05:37:54 main:574] : INFO : Epoch 1968 | loss: 0.0311612 | val_loss: 0.0311801 | Time: 2202.92 ms
[2022-04-02 05:37:57 main:574] : INFO : Epoch 1969 | loss: 0.0311604 | val_loss: 0.0311783 | Time: 2180.58 ms
[2022-04-02 05:37:59 main:574] : INFO : Epoch 1970 | loss: 0.0311592 | val_loss: 0.0311789 | Time: 2153.52 ms
[2022-04-02 05:38:01 main:574] : INFO : Epoch 1971 | loss: 0.0311589 | val_loss: 0.0311792 | Time: 2217.1 ms
[2022-04-02 05:38:03 main:574] : INFO : Epoch 1972 | loss: 0.0311609 | val_loss: 0.0311786 | Time: 2177.11 ms
[2022-04-02 05:38:05 main:574] : INFO : Epoch 1973 | loss: 0.0311594 | val_loss: 0.0311794 | Time: 2201.54 ms
[2022-04-02 05:38:08 main:574] : INFO : Epoch 1974 | loss: 0.0311588 | val_loss: 0.0311849 | Time: 2176.47 ms
[2022-04-02 05:38:10 main:574] : INFO : Epoch 1975 | loss: 0.0311575 | val_loss: 0.0311813 | Time: 2174.39 ms
[2022-04-02 05:38:12 main:574] : INFO : Epoch 1976 | loss: 0.0311573 | val_loss: 0.0311799 | Time: 2195.75 ms
[2022-04-02 05:38:14 main:574] : INFO : Epoch 1977 | loss: 0.0311608 | val_loss: 0.0311789 | Time: 2189.21 ms
[2022-04-02 05:38:17 main:574] : INFO : Epoch 1978 | loss: 0.0311594 | val_loss: 0.0311779 | Time: 2198.82 ms
[2022-04-02 05:38:19 main:574] : INFO : Epoch 1979 | loss: 0.0311609 | val_loss: 0.0311809 | Time: 2198.32 ms
[2022-04-02 05:38:21 main:574] : INFO : Epoch 1980 | loss: 0.0311626 | val_loss: 0.0311792 | Time: 2165.1 ms
[2022-04-02 05:38:23 main:574] : INFO : Epoch 1981 | loss: 0.0311634 | val_loss: 0.0311769 | Time: 2171.57 ms
[2022-04-02 05:38:26 main:574] : INFO : Epoch 1982 | loss: 0.0311628 | val_loss: 0.0311771 | Time: 2210.02 ms
[2022-04-02 05:38:28 main:574] : INFO : Epoch 1983 | loss: 0.0311645 | val_loss: 0.0311832 | Time: 2194.42 ms
[2022-04-02 05:38:30 main:574] : INFO : Epoch 1984 | loss: 0.0311603 | val_loss: 0.0311777 | Time: 2191.57 ms
[2022-04-02 05:38:32 main:574] : INFO : Epoch 1985 | loss: 0.0311607 | val_loss: 0.0311779 | Time: 2163.51 ms
[2022-04-02 05:38:35 main:574] : INFO : Epoch 1986 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 2248.51 ms
[2022-04-02 05:38:37 main:574] : INFO : Epoch 1987 | loss: 0.0311579 | val_loss: 0.0311782 | Time: 2202.84 ms
[2022-04-02 05:38:39 main:574] : INFO : Epoch 1988 | loss: 0.0311582 | val_loss: 0.0311774 | Time: 2202.28 ms
[2022-04-02 05:38:41 main:574] : INFO : Epoch 1989 | loss: 0.0311568 | val_loss: 0.03118 | Time: 2158.22 ms
[2022-04-02 05:38:44 main:574] : INFO : Epoch 1990 | loss: 0.0311575 | val_loss: 0.0311768 | Time: 2215.57 ms
[2022-04-02 05:38:46 main:574] : INFO : Epoch 1991 | loss: 0.0311563 | val_loss: 0.03118 | Time: 2208.4 ms
[2022-04-02 05:38:48 main:574] : INFO : Epoch 1992 | loss: 0.0311555 | val_loss: 0.0311796 | Time: 2141.17 ms
[2022-04-02 05:38:51 main:574] : INFO : Epoch 1993 | loss: 0.0311659 | val_loss: 0.0311823 | Time: 2234 ms
[2022-04-02 05:38:53 main:574] : INFO : Epoch 1994 | loss: 0.0311725 | val_loss: 0.0311815 | Time: 2192.31 ms
[2022-04-02 05:38:55 main:574] : INFO : Epoch 1995 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 2205.22 ms
[2022-04-02 05:38:57 main:574] : INFO : Epoch 1996 | loss: 0.0311716 | val_loss: 0.0311781 | Time: 2159.6 ms
[2022-04-02 05:38:59 main:574] : INFO : Epoch 1997 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 2181.71 ms
[2022-04-02 05:39:02 main:574] : INFO : Epoch 1998 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 2191.81 ms
[2022-04-02 05:39:04 main:574] : INFO : Epoch 1999 | loss: 0.0311673 | val_loss: 0.0311762 | Time: 2165.52 ms
[2022-04-02 05:39:06 main:574] : INFO : Epoch 2000 | loss: 0.0311665 | val_loss: 0.0311808 | Time: 2245.57 ms
[2022-04-02 05:39:08 main:574] : INFO : Epoch 2001 | loss: 0.0311665 | val_loss: 0.0311785 | Time: 2132.32 ms
[2022-04-02 05:39:11 main:574] : INFO : Epoch 2002 | loss: 0.031164 | val_loss: 0.0311776 | Time: 2198.49 ms
[2022-04-02 05:39:13 main:574] : INFO : Epoch 2003 | loss: 0.0311635 | val_loss: 0.0311776 | Time: 2160.72 ms
[2022-04-02 05:39:15 main:574] : INFO : Epoch 2004 | loss: 0.0311626 | val_loss: 0.0311797 | Time: 2199.3 ms
[2022-04-02 05:39:17 main:574] : INFO : Epoch 2005 | loss: 0.0311638 | val_loss: 0.0311794 | Time: 2163.98 ms
[2022-04-02 05:39:20 main:574] : INFO : Epoch 2006 | loss: 0.0311636 | val_loss: 0.0311802 | Time: 2185.02 ms
[2022-04-02 05:39:22 main:574] : INFO : Epoch 2007 | loss: 0.0311644 | val_loss: 0.0311775 | Time: 2172.89 ms
[2022-04-02 05:39:24 main:574] : INFO : Epoch 2008 | loss: 0.0311614 | val_loss: 0.0311787 | Time: 2203.29 ms
[2022-04-02 05:39:26 main:574] : INFO : Epoch 2009 | loss: 0.0311631 | val_loss: 0.0311776 | Time: 2194.01 ms
[2022-04-02 05:39:29 main:574] : INFO : Epoch 2010 | loss: 0.0311647 | val_loss: 0.0311778 | Time: 2149.03 ms
[2022-04-02 05:39:31 main:574] : INFO : Epoch 2011 | loss: 0.0311695 | val_loss: 0.031183 | Time: 2205.62 ms
[2022-04-02 05:39:33 main:574] : INFO : Epoch 2012 | loss: 0.0311711 | val_loss: 0.0311801 | Time: 2142.01 ms
[2022-04-02 05:39:35 main:574] : INFO : Epoch 2013 | loss: 0.0311628 | val_loss: 0.0311776 | Time: 2234.45 ms
[2022-04-02 05:39:38 main:574] : INFO : Epoch 2014 | loss: 0.0311618 | val_loss: 0.0311816 | Time: 2174.36 ms
[2022-04-02 05:39:40 main:574] : INFO : Epoch 2015 | loss: 0.0311603 | val_loss: 0.0311759 | Time: 2209.64 ms
[2022-04-02 05:39:42 main:574] : INFO : Epoch 2016 | loss: 0.0311586 | val_loss: 0.0311782 | Time: 2184.17 ms
[2022-04-02 05:39:44 main:574] : INFO : Epoch 2017 | loss: 0.0311614 | val_loss: 0.0311788 | Time: 2204.06 ms
[2022-04-02 05:39:47 main:574] : INFO : Epoch 2018 | loss: 0.0311611 | val_loss: 0.0311798 | Time: 2167.97 ms
[2022-04-02 05:39:49 main:574] : INFO : Epoch 2019 | loss: 0.0311595 | val_loss: 0.0311774 | Time: 2218 ms
[2022-04-02 05:39:51 main:574] : INFO : Epoch 2020 | loss: 0.0311599 | val_loss: 0.0311782 | Time: 2206.92 ms
[2022-04-02 05:39:53 main:574] : INFO : Epoch 2021 | loss: 0.0311585 | val_loss: 0.0311771 | Time: 2183.07 ms
[2022-04-02 05:39:56 main:574] : INFO : Epoch 2022 | loss: 0.0311583 | val_loss: 0.0311767 | Time: 2202.78 ms
[2022-04-02 05:39:58 main:574] : INFO : Epoch 2023 | loss: 0.031158 | val_loss: 0.0311788 | Time: 2141.14 ms
[2022-04-02 05:40:00 main:574] : INFO : Epoch 2024 | loss: 0.0311566 | val_loss: 0.0311773 | Time: 2189 ms
[2022-04-02 05:40:02 main:574] : INFO : Epoch 2025 | loss: 0.0311572 | val_loss: 0.0311772 | Time: 2155.4 ms
[2022-04-02 05:40:05 main:574] : INFO : Epoch 2026 | loss: 0.0311606 | val_loss: 0.0311784 | Time: 2197.38 ms
[2022-04-02 05:40:07 main:574] : INFO : Epoch 2027 | loss: 0.0311607 | val_loss: 0.0311764 | Time: 2196.54 ms
[2022-04-02 05:40:09 main:574] : INFO : Epoch 2028 | loss: 0.0311592 | val_loss: 0.0311751 | Time: 2161.88 ms
[2022-04-02 05:40:11 main:574] : INFO : Epoch 2029 | loss: 0.0311597 | val_loss: 0.031176 | Time: 2193.8 ms
[2022-04-02 05:40:14 main:574] : INFO : Epoch 2030 | loss: 0.0311603 | val_loss: 0.0311773 | Time: 2156.17 ms
[2022-04-02 05:40:16 main:574] : INFO : Epoch 2031 | loss: 0.0311619 | val_loss: 0.0311781 | Time: 2182.16 ms
[2022-04-02 05:40:18 main:574] : INFO : Epoch 2032 | loss: 0.0311616 | val_loss: 0.0311781 | Time: 2244.1 ms
[2022-04-02 05:40:20 main:574] : INFO : Epoch 2033 | loss: 0.0311601 | val_loss: 0.0311788 | Time: 2152.73 ms
[2022-04-02 05:40:23 main:574] : INFO : Epoch 2034 | loss: 0.0311597 | val_loss: 0.0311756 | Time: 2204.96 ms
[2022-04-02 05:40:25 main:574] : INFO : Epoch 2035 | loss: 0.0311591 | val_loss: 0.03118 | Time: 2216.28 ms
[2022-04-02 05:40:27 main:574] : INFO : Epoch 2036 | loss: 0.0311587 | val_loss: 0.0311778 | Time: 2179.32 ms
[2022-04-02 05:40:29 main:574] : INFO : Epoch 2037 | loss: 0.0311574 | val_loss: 0.0311769 | Time: 2223.21 ms
[2022-04-02 05:40:32 main:574] : INFO : Epoch 2038 | loss: 0.0311575 | val_loss: 0.0311775 | Time: 2139.79 ms
[2022-04-02 05:40:34 main:574] : INFO : Epoch 2039 | loss: 0.0311592 | val_loss: 0.0311765 | Time: 2160.13 ms
[2022-04-02 05:40:36 main:574] : INFO : Epoch 2040 | loss: 0.0311594 | val_loss: 0.0311832 | Time: 2188.17 ms
[2022-04-02 05:40:38 main:574] : INFO : Epoch 2041 | loss: 0.031161 | val_loss: 0.0311833 | Time: 2181.12 ms
[2022-04-02 05:40:41 main:574] : INFO : Epoch 2042 | loss: 0.0311584 | val_loss: 0.0311817 | Time: 2218.06 ms
[2022-04-02 05:40:43 main:574] : INFO : Epoch 2043 | loss: 0.031157 | val_loss: 0.0311812 | Time: 2237.95 ms
[2022-04-02 05:40:45 main:574] : INFO : Epoch 2044 | loss: 0.0311551 | val_loss: 0.0311783 | Time: 2211.85 ms
[2022-04-02 05:40:47 main:574] : INFO : Epoch 2045 | loss: 0.0311559 | val_loss: 0.0311758 | Time: 2160.15 ms
[2022-04-02 05:40:50 main:574] : INFO : Epoch 2046 | loss: 0.0311569 | val_loss: 0.0311769 | Time: 2192.73 ms
[2022-04-02 05:40:52 main:574] : INFO : Epoch 2047 | loss: 0.0311568 | val_loss: 0.0311772 | Time: 2192.37 ms
[2022-04-02 05:40:54 main:574] : INFO : Epoch 2048 | loss: 0.031157 | val_loss: 0.0311754 | Time: 2198.56 ms
[2022-04-02 05:40:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311754
[2022-04-02 05:40:54 main:603] : INFO : Saving end state to config to file
[2022-04-02 05:40:54 main:608] : INFO : Success, exiting..
05:40:54 (14688): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)