Task 13031656
| Name | ParityModified-1645998148-20643-2-0_0 |
| Workunit | 10159878 |
| Created | 13 Mar 2022, 3:26:31 UTC |
| Sent | 22 Mar 2022, 7:57:30 UTC |
| Report deadline | 30 Mar 2022, 7:57:30 UTC |
| Received | 23 Mar 2022, 18:54:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 16 min 12 sec |
| CPU time | 1 hours 15 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311608 | val_loss: 0.0311736 | Time: 2219.66 ms
[2022-03-22 09:22:43 main:574] : INFO : Epoch 1543 | loss: 0.0311653 | val_loss: 0.0311714 | Time: 2216.9 ms
[2022-03-22 09:22:45 main:574] : INFO : Epoch 1544 | loss: 0.0311644 | val_loss: 0.0311665 | Time: 2240.35 ms
[2022-03-22 09:22:47 main:574] : INFO : Epoch 1545 | loss: 0.0311603 | val_loss: 0.0311649 | Time: 2249.16 ms
[2022-03-22 09:22:50 main:574] : INFO : Epoch 1546 | loss: 0.0311596 | val_loss: 0.031165 | Time: 2174.1 ms
[2022-03-22 09:22:52 main:574] : INFO : Epoch 1547 | loss: 0.0311596 | val_loss: 0.0311646 | Time: 2190.13 ms
[2022-03-22 09:22:54 main:574] : INFO : Epoch 1548 | loss: 0.0311583 | val_loss: 0.0311654 | Time: 2232.71 ms
[2022-03-22 09:22:56 main:574] : INFO : Epoch 1549 | loss: 0.0311597 | val_loss: 0.0311653 | Time: 2199.46 ms
[2022-03-22 09:22:59 main:574] : INFO : Epoch 1550 | loss: 0.0311574 | val_loss: 0.0311641 | Time: 2226.67 ms
[2022-03-22 09:23:01 main:574] : INFO : Epoch 1551 | loss: 0.0311583 | val_loss: 0.031164 | Time: 2225.27 ms
[2022-03-22 09:23:03 main:574] : INFO : Epoch 1552 | loss: 0.0311581 | val_loss: 0.0311637 | Time: 2226.49 ms
[2022-03-22 09:23:05 main:574] : INFO : Epoch 1553 | loss: 0.0311598 | val_loss: 0.0311653 | Time: 2255.38 ms
[2022-03-22 09:23:07 main:574] : INFO : Epoch 1554 | loss: 0.0311593 | val_loss: 0.0311663 | Time: 2198.59 ms
[2022-03-22 09:23:10 main:574] : INFO : Epoch 1555 | loss: 0.0311601 | val_loss: 0.0311645 | Time: 2217.19 ms
[2022-03-22 09:23:12 main:574] : INFO : Epoch 1556 | loss: 0.031161 | val_loss: 0.031163 | Time: 2168.27 ms
[2022-03-22 09:23:14 main:574] : INFO : Epoch 1557 | loss: 0.0311614 | val_loss: 0.031166 | Time: 2216.51 ms
[2022-03-22 09:23:16 main:574] : INFO : Epoch 1558 | loss: 0.0311642 | val_loss: 0.0311692 | Time: 2241.64 ms
[2022-03-22 09:23:19 main:574] : INFO : Epoch 1559 | loss: 0.0311642 | val_loss: 0.0311649 | Time: 2225.84 ms
[2022-03-22 09:23:21 main:574] : INFO : Epoch 1560 | loss: 0.0311605 | val_loss: 0.0311662 | Time: 2244.11 ms
[2022-03-22 09:23:23 main:574] : INFO : Epoch 1561 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 2217.81 ms
[2022-03-22 09:23:25 main:574] : INFO : Epoch 1562 | loss: 0.0311609 | val_loss: 0.0311648 | Time: 2231.89 ms
[2022-03-22 09:23:27 main:574] : INFO : Epoch 1563 | loss: 0.0311601 | val_loss: 0.0311643 | Time: 2176.2 ms
[2022-03-22 09:23:30 main:574] : INFO : Epoch 1564 | loss: 0.0311591 | val_loss: 0.0311664 | Time: 2196.38 ms
[2022-03-22 09:23:32 main:574] : INFO : Epoch 1565 | loss: 0.031158 | val_loss: 0.0311619 | Time: 2172.29 ms
[2022-03-22 09:23:34 main:574] : INFO : Epoch 1566 | loss: 0.031161 | val_loss: 0.0311667 | Time: 2197.63 ms
[2022-03-22 09:23:36 main:574] : INFO : Epoch 1567 | loss: 0.0311568 | val_loss: 0.0311699 | Time: 2204.71 ms
[2022-03-22 09:23:38 main:574] : INFO : Epoch 1568 | loss: 0.0311567 | val_loss: 0.0311659 | Time: 2188.24 ms
[2022-03-22 09:23:41 main:574] : INFO : Epoch 1569 | loss: 0.0311575 | val_loss: 0.0311689 | Time: 2259.09 ms
[2022-03-22 09:23:43 main:574] : INFO : Epoch 1570 | loss: 0.031159 | val_loss: 0.0311649 | Time: 2192.12 ms
[2022-03-22 09:23:45 main:574] : INFO : Epoch 1571 | loss: 0.0311574 | val_loss: 0.031168 | Time: 2198.27 ms
[2022-03-22 09:23:47 main:574] : INFO : Epoch 1572 | loss: 0.0311589 | val_loss: 0.0311644 | Time: 2205.3 ms
[2022-03-22 09:23:50 main:574] : INFO : Epoch 1573 | loss: 0.0311561 | val_loss: 0.031165 | Time: 2241.32 ms
[2022-03-22 09:23:52 main:574] : INFO : Epoch 1574 | loss: 0.0311562 | val_loss: 0.0311665 | Time: 2202.14 ms
[2022-03-22 09:23:54 main:574] : INFO : Epoch 1575 | loss: 0.0311561 | val_loss: 0.0311651 | Time: 2279.97 ms
[2022-03-22 09:23:56 main:574] : INFO : Epoch 1576 | loss: 0.0311555 | val_loss: 0.0311644 | Time: 2240.19 ms
[2022-03-22 09:23:59 main:574] : INFO : Epoch 1577 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 2247.1 ms
[2022-03-22 09:24:01 main:574] : INFO : Epoch 1578 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 2220.46 ms
[2022-03-22 09:24:03 main:574] : INFO : Epoch 1579 | loss: 0.0311568 | val_loss: 0.0311652 | Time: 2230.99 ms
[2022-03-22 09:24:05 main:574] : INFO : Epoch 1580 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 2219.59 ms
[2022-03-22 09:24:08 main:574] : INFO : Epoch 1581 | loss: 0.0311625 | val_loss: 0.0311626 | Time: 2269.17 ms
[2022-03-22 09:24:10 main:574] : INFO : Epoch 1582 | loss: 0.0311571 | val_loss: 0.0311648 | Time: 2277.1 ms
[2022-03-22 09:24:12 main:574] : INFO : Epoch 1583 | loss: 0.0311586 | val_loss: 0.0311671 | Time: 2228.68 ms
[2022-03-22 09:24:14 main:574] : INFO : Epoch 1584 | loss: 0.031158 | val_loss: 0.031165 | Time: 2147.62 ms
[2022-03-22 09:24:16 main:574] : INFO : Epoch 1585 | loss: 0.0311573 | val_loss: 0.0311717 | Time: 2271.62 ms
[2022-03-22 09:24:19 main:574] : INFO : Epoch 1586 | loss: 0.0311594 | val_loss: 0.031167 | Time: 2209.27 ms
[2022-03-22 09:24:21 main:574] : INFO : Epoch 1587 | loss: 0.0311555 | val_loss: 0.0311718 | Time: 2207.29 ms
[2022-03-22 09:24:23 main:574] : INFO : Epoch 1588 | loss: 0.0311548 | val_loss: 0.0311652 | Time: 2276.53 ms
[2022-03-22 09:24:25 main:574] : INFO : Epoch 1589 | loss: 0.0311566 | val_loss: 0.0311671 | Time: 2218.36 ms
[2022-03-22 09:24:28 main:574] : INFO : Epoch 1590 | loss: 0.0311541 | val_loss: 0.0311682 | Time: 2185.82 ms
[2022-03-22 09:24:30 main:574] : INFO : Epoch 1591 | loss: 0.0311567 | val_loss: 0.0311645 | Time: 2274.3 ms
[2022-03-22 09:24:32 main:574] : INFO : Epoch 1592 | loss: 0.0311568 | val_loss: 0.0311672 | Time: 2266.45 ms
[2022-03-22 09:24:34 main:574] : INFO : Epoch 1593 | loss: 0.0311576 | val_loss: 0.0311638 | Time: 2204.23 ms
[2022-03-22 09:24:37 main:574] : INFO : Epoch 1594 | loss: 0.0311562 | val_loss: 0.0311638 | Time: 2296.53 ms
[2022-03-22 09:24:39 main:574] : INFO : Epoch 1595 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 2235.04 ms
[2022-03-22 09:24:41 main:574] : INFO : Epoch 1596 | loss: 0.0311564 | val_loss: 0.0311642 | Time: 2220.23 ms
[2022-03-22 09:24:43 main:574] : INFO : Epoch 1597 | loss: 0.0311554 | val_loss: 0.0311679 | Time: 2173.58 ms
[2022-03-22 09:24:46 main:574] : INFO : Epoch 1598 | loss: 0.0311568 | val_loss: 0.0311646 | Time: 2237.54 ms
[2022-03-22 09:24:48 main:574] : INFO : Epoch 1599 | loss: 0.0311542 | val_loss: 0.0311658 | Time: 2212.86 ms
[2022-03-22 09:24:50 main:574] : INFO : Epoch 1600 | loss: 0.031155 | val_loss: 0.0311628 | Time: 2132.98 ms
[2022-03-22 09:24:52 main:574] : INFO : Epoch 1601 | loss: 0.031156 | val_loss: 0.0311659 | Time: 2256.57 ms
[2022-03-22 09:24:54 main:574] : INFO : Epoch 1602 | loss: 0.0311561 | val_loss: 0.0311665 | Time: 2227.11 ms
[2022-03-22 09:24:57 main:574] : INFO : Epoch 1603 | loss: 0.031158 | val_loss: 0.0311651 | Time: 2253.86 ms
[2022-03-22 09:24:59 main:574] : INFO : Epoch 1604 | loss: 0.0311572 | val_loss: 0.0311658 | Time: 2250.84 ms
[2022-03-22 09:25:01 main:574] : INFO : Epoch 1605 | loss: 0.0311563 | val_loss: 0.0311624 | Time: 2215.97 ms
[2022-03-22 09:25:03 main:574] : INFO : Epoch 1606 | loss: 0.0311567 | val_loss: 0.0311655 | Time: 2270.16 ms
[2022-03-22 09:25:06 main:574] : INFO : Epoch 1607 | loss: 0.0311572 | val_loss: 0.0311638 | Time: 2178.38 ms
[2022-03-22 09:25:08 main:574] : INFO : Epoch 1608 | loss: 0.0311555 | val_loss: 0.031164 | Time: 2184.1 ms
[2022-03-22 09:25:10 main:574] : INFO : Epoch 1609 | loss: 0.0311626 | val_loss: 0.0311694 | Time: 2180.6 ms
[2022-03-22 09:25:12 main:574] : INFO : Epoch 1610 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 2285.71 ms
[2022-03-22 09:25:14 main:574] : INFO : Epoch 1611 | loss: 0.0311618 | val_loss: 0.0311686 | Time: 2200.21 ms
[2022-03-22 09:25:17 main:574] : INFO : Epoch 1612 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 2198.14 ms
[2022-03-22 09:25:19 main:574] : INFO : Epoch 1613 | loss: 0.0311598 | val_loss: 0.0311664 | Time: 2186.41 ms
[2022-03-22 09:25:21 main:574] : INFO : Epoch 1614 | loss: 0.03116 | val_loss: 0.0311636 | Time: 2249.63 ms
[2022-03-22 09:25:23 main:574] : INFO : Epoch 1615 | loss: 0.0311608 | val_loss: 0.0311646 | Time: 2214.33 ms
[2022-03-22 09:25:26 main:574] : INFO : Epoch 1616 | loss: 0.0311593 | val_loss: 0.0311649 | Time: 2240.75 ms
[2022-03-22 09:25:28 main:574] : INFO : Epoch 1617 | loss: 0.0311591 | val_loss: 0.0311687 | Time: 2253.24 ms
[2022-03-22 09:25:30 main:574] : INFO : Epoch 1618 | loss: 0.0311634 | val_loss: 0.0311691 | Time: 2213.19 ms
[2022-03-22 09:25:32 main:574] : INFO : Epoch 1619 | loss: 0.0311599 | val_loss: 0.0311664 | Time: 2186.46 ms
[2022-03-22 09:25:34 main:574] : INFO : Epoch 1620 | loss: 0.0311607 | val_loss: 0.0311716 | Time: 2175.07 ms
[2022-03-22 09:25:37 main:574] : INFO : Epoch 1621 | loss: 0.0311647 | val_loss: 0.0311674 | Time: 2179.75 ms
[2022-03-22 09:25:39 main:574] : INFO : Epoch 1622 | loss: 0.0311607 | val_loss: 0.0311674 | Time: 2188.85 ms
[2022-03-22 09:25:41 main:574] : INFO : Epoch 1623 | loss: 0.0311612 | val_loss: 0.0311724 | Time: 2226.9 ms
[2022-03-22 09:25:43 main:574] : INFO : Epoch 1624 | loss: 0.0311619 | val_loss: 0.0311659 | Time: 2207.99 ms
[2022-03-22 09:25:45 main:574] : INFO : Epoch 1625 | loss: 0.0311596 | val_loss: 0.0311636 | Time: 2204.06 ms
[2022-03-22 09:25:48 main:574] : INFO : Epoch 1626 | loss: 0.0311575 | val_loss: 0.0311637 | Time: 2243.41 ms
[2022-03-22 09:25:50 main:574] : INFO : Epoch 1627 | loss: 0.0311583 | val_loss: 0.031166 | Time: 2161.94 ms
[2022-03-22 09:25:52 main:574] : INFO : Epoch 1628 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 2203.29 ms
[2022-03-22 09:25:54 main:574] : INFO : Epoch 1629 | loss: 0.0311631 | val_loss: 0.0311697 | Time: 2287.58 ms
[2022-03-22 09:25:57 main:574] : INFO : Epoch 1630 | loss: 0.0311606 | val_loss: 0.0311701 | Time: 2294.19 ms
[2022-03-22 09:25:59 main:574] : INFO : Epoch 1631 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 2195.4 ms
[2022-03-22 09:26:01 main:574] : INFO : Epoch 1632 | loss: 0.0311597 | val_loss: 0.0311704 | Time: 2166.84 ms
[2022-03-22 09:26:03 main:574] : INFO : Epoch 1633 | loss: 0.0311584 | val_loss: 0.031175 | Time: 2217.15 ms
[2022-03-22 09:26:06 main:574] : INFO : Epoch 1634 | loss: 0.0311597 | val_loss: 0.0311766 | Time: 2296.41 ms
[2022-03-22 09:26:08 main:574] : INFO : Epoch 1635 | loss: 0.0311579 | val_loss: 0.0311697 | Time: 2239.62 ms
[2022-03-22 09:26:10 main:574] : INFO : Epoch 1636 | loss: 0.0311541 | val_loss: 0.0311685 | Time: 2228.4 ms
[2022-03-22 09:26:12 main:574] : INFO : Epoch 1637 | loss: 0.0311535 | val_loss: 0.0311673 | Time: 2316.12 ms
[2022-03-22 09:26:15 main:574] : INFO : Epoch 1638 | loss: 0.0311545 | val_loss: 0.0311659 | Time: 2175.57 ms
[2022-03-22 09:26:17 main:574] : INFO : Epoch 1639 | loss: 0.0311558 | val_loss: 0.0311672 | Time: 2216.51 ms
[2022-03-22 09:26:19 main:574] : INFO : Epoch 1640 | loss: 0.0311542 | val_loss: 0.0311651 | Time: 2235.83 ms
[2022-03-22 09:26:21 main:574] : INFO : Epoch 1641 | loss: 0.0311543 | val_loss: 0.0311665 | Time: 2232.17 ms
[2022-03-22 09:26:23 main:574] : INFO : Epoch 1642 | loss: 0.0311544 | val_loss: 0.0311665 | Time: 2201.16 ms
[2022-03-22 09:26:26 main:574] : INFO : Epoch 1643 | loss: 0.0311529 | val_loss: 0.031167 | Time: 2281.61 ms
[2022-03-22 09:26:28 main:574] : INFO : Epoch 1644 | loss: 0.0311536 | val_loss: 0.0311767 | Time: 2246.28 ms
[2022-03-22 09:26:30 main:574] : INFO : Epoch 1645 | loss: 0.0311567 | val_loss: 0.0311671 | Time: 2186.87 ms
[2022-03-22 09:26:32 main:574] : INFO : Epoch 1646 | loss: 0.0311554 | val_loss: 0.0311685 | Time: 2223.3 ms
[2022-03-22 09:26:35 main:574] : INFO : Epoch 1647 | loss: 0.0311591 | val_loss: 0.0311681 | Time: 2183.5 ms
[2022-03-22 09:26:37 main:574] : INFO : Epoch 1648 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 2233.98 ms
[2022-03-22 09:26:39 main:574] : INFO : Epoch 1649 | loss: 0.0311556 | val_loss: 0.0311641 | Time: 2173.91 ms
[2022-03-22 09:26:41 main:574] : INFO : Epoch 1650 | loss: 0.0311554 | val_loss: 0.0311686 | Time: 2209.77 ms
[2022-03-22 09:26:43 main:574] : INFO : Epoch 1651 | loss: 0.0311549 | val_loss: 0.0311668 | Time: 2225.96 ms
[2022-03-22 09:26:46 main:574] : INFO : Epoch 1652 | loss: 0.0311597 | val_loss: 0.0311701 | Time: 2196.5 ms
[2022-03-22 09:26:48 main:574] : INFO : Epoch 1653 | loss: 0.0311666 | val_loss: 0.0311673 | Time: 2179.58 ms
[2022-03-22 09:26:50 main:574] : INFO : Epoch 1654 | loss: 0.0311668 | val_loss: 0.0311681 | Time: 2195.78 ms
[2022-03-22 09:26:52 main:574] : INFO : Epoch 1655 | loss: 0.0311641 | val_loss: 0.0311674 | Time: 2289.23 ms
[2022-03-22 09:26:55 main:574] : INFO : Epoch 1656 | loss: 0.0311665 | val_loss: 0.0311744 | Time: 2215.3 ms
[2022-03-22 09:26:57 main:574] : INFO : Epoch 1657 | loss: 0.0311669 | val_loss: 0.0311696 | Time: 2204.67 ms
[2022-03-22 09:26:59 main:574] : INFO : Epoch 1658 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 2199.88 ms
[2022-03-22 09:27:01 main:574] : INFO : Epoch 1659 | loss: 0.0311613 | val_loss: 0.0311677 | Time: 2195.38 ms
[2022-03-22 09:27:03 main:574] : INFO : Epoch 1660 | loss: 0.0311618 | val_loss: 0.03117 | Time: 2191.89 ms
[2022-03-22 09:27:06 main:574] : INFO : Epoch 1661 | loss: 0.0311609 | val_loss: 0.0311738 | Time: 2239.78 ms
[2022-03-22 09:27:08 main:574] : INFO : Epoch 1662 | loss: 0.0311643 | val_loss: 0.0311699 | Time: 2230.26 ms
[2022-03-22 09:27:10 main:574] : INFO : Epoch 1663 | loss: 0.0311602 | val_loss: 0.031166 | Time: 2228.37 ms
[2022-03-22 09:27:12 main:574] : INFO : Epoch 1664 | loss: 0.0311604 | val_loss: 0.031172 | Time: 2209.78 ms
[2022-03-22 09:27:15 main:574] : INFO : Epoch 1665 | loss: 0.0311615 | val_loss: 0.0311673 | Time: 2205.6 ms
[2022-03-22 09:27:17 main:574] : INFO : Epoch 1666 | loss: 0.0311589 | val_loss: 0.0311697 | Time: 2230.51 ms
[2022-03-22 09:27:19 main:574] : INFO : Epoch 1667 | loss: 0.0311579 | val_loss: 0.0311667 | Time: 2228.62 ms
[2022-03-22 09:27:21 main:574] : INFO : Epoch 1668 | loss: 0.0311576 | val_loss: 0.0311654 | Time: 2190.82 ms
[2022-03-22 09:27:23 main:574] : INFO : Epoch 1669 | loss: 0.0311607 | val_loss: 0.0311704 | Time: 2194.06 ms
[2022-03-22 09:27:26 main:574] : INFO : Epoch 1670 | loss: 0.0311606 | val_loss: 0.0311685 | Time: 2236.85 ms
[2022-03-22 09:27:28 main:574] : INFO : Epoch 1671 | loss: 0.031161 | val_loss: 0.0311682 | Time: 2198.94 ms
[2022-03-22 09:27:30 main:574] : INFO : Epoch 1672 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 2161.01 ms
[2022-03-22 09:27:32 main:574] : INFO : Epoch 1673 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 2217.56 ms
[2022-03-22 09:27:34 main:574] : INFO : Epoch 1674 | loss: 0.0311565 | val_loss: 0.0311675 | Time: 2227.64 ms
[2022-03-22 09:27:37 main:574] : INFO : Epoch 1675 | loss: 0.0311564 | val_loss: 0.0311679 | Time: 2158.16 ms
[2022-03-22 09:27:39 main:574] : INFO : Epoch 1676 | loss: 0.0311575 | val_loss: 0.0311664 | Time: 2209.06 ms
[2022-03-22 09:27:41 main:574] : INFO : Epoch 1677 | loss: 0.0311566 | val_loss: 0.0311659 | Time: 2128.93 ms
[2022-03-22 09:27:43 main:574] : INFO : Epoch 1678 | loss: 0.0311546 | val_loss: 0.0311652 | Time: 2142.78 ms
[2022-03-22 09:27:45 main:574] : INFO : Epoch 1679 | loss: 0.0311529 | val_loss: 0.0311653 | Time: 2210.76 ms
[2022-03-22 09:27:48 main:574] : INFO : Epoch 1680 | loss: 0.0311548 | val_loss: 0.0311712 | Time: 2145.26 ms
[2022-03-22 09:27:50 main:574] : INFO : Epoch 1681 | loss: 0.031155 | val_loss: 0.0311672 | Time: 2219.92 ms
[2022-03-22 09:27:52 main:574] : INFO : Epoch 1682 | loss: 0.0311529 | val_loss: 0.0311625 | Time: 2221.1 ms
[2022-03-22 09:27:54 main:574] : INFO : Epoch 1683 | loss: 0.0311528 | val_loss: 0.0311656 | Time: 2216.36 ms
[2022-03-22 09:27:56 main:574] : INFO : Epoch 1684 | loss: 0.0311542 | val_loss: 0.0311665 | Time: 2161.39 ms
[2022-03-22 09:27:59 main:574] : INFO : Epoch 1685 | loss: 0.0311536 | val_loss: 0.0311733 | Time: 2169.7 ms
[2022-03-22 09:28:01 main:574] : INFO : Epoch 1686 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 2254.31 ms
[2022-03-22 09:28:03 main:574] : INFO : Epoch 1687 | loss: 0.0311525 | val_loss: 0.0311663 | Time: 2192.51 ms
[2022-03-22 09:28:05 main:574] : INFO : Epoch 1688 | loss: 0.0311552 | val_loss: 0.0311682 | Time: 2180.93 ms
[2022-03-22 09:28:07 main:574] : INFO : Epoch 1689 | loss: 0.0311564 | val_loss: 0.0311741 | Time: 2116.78 ms
[2022-03-22 09:28:09 main:574] : INFO : Epoch 1690 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 2204.11 ms
[2022-03-22 09:28:12 main:574] : INFO : Epoch 1691 | loss: 0.0311542 | val_loss: 0.0311669 | Time: 2248.7 ms
[2022-03-22 09:28:14 main:574] : INFO : Epoch 1692 | loss: 0.0311547 | val_loss: 0.0311633 | Time: 2274.04 ms
[2022-03-22 09:28:16 main:574] : INFO : Epoch 1693 | loss: 0.0311526 | val_loss: 0.0311679 | Time: 2191.12 ms
[2022-03-22 09:28:18 main:574] : INFO : Epoch 1694 | loss: 0.0311526 | val_loss: 0.0311715 | Time: 2244.77 ms
[2022-03-22 09:28:21 main:574] : INFO : Epoch 1695 | loss: 0.0311569 | val_loss: 0.031175 | Time: 2205.64 ms
[2022-03-22 09:28:23 main:574] : INFO : Epoch 1696 | loss: 0.0311533 | val_loss: 0.0311711 | Time: 2201.79 ms
[2022-03-22 09:28:25 main:574] : INFO : Epoch 1697 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 2179.77 ms
[2022-03-22 09:28:27 main:574] : INFO : Epoch 1698 | loss: 0.0311546 | val_loss: 0.031169 | Time: 2208.43 ms
[2022-03-22 09:28:29 main:574] : INFO : Epoch 1699 | loss: 0.0311541 | val_loss: 0.0311709 | Time: 2140.07 ms
[2022-03-22 09:28:32 main:574] : INFO : Epoch 1700 | loss: 0.0311549 | val_loss: 0.0311716 | Time: 2259.54 ms
[2022-03-22 09:28:34 main:574] : INFO : Epoch 1701 | loss: 0.031155 | val_loss: 0.0311659 | Time: 2257.38 ms
[2022-03-22 09:28:36 main:574] : INFO : Epoch 1702 | loss: 0.0311571 | val_loss: 0.0311692 | Time: 2240.69 ms
[2022-03-22 09:28:38 main:574] : INFO : Epoch 1703 | loss: 0.031158 | val_loss: 0.031169 | Time: 2182.73 ms
[2022-03-22 09:28:41 main:574] : INFO : Epoch 1704 | loss: 0.0311561 | val_loss: 0.0311737 | Time: 2243.52 ms
[2022-03-22 09:28:43 main:574] : INFO : Epoch 1705 | loss: 0.0311573 | val_loss: 0.0311673 | Time: 2213.02 ms
[2022-03-22 09:28:45 main:574] : INFO : Epoch 1706 | loss: 0.0311537 | val_loss: 0.0311656 | Time: 2206.53 ms
[2022-03-22 09:28:47 main:574] : INFO : Epoch 1707 | loss: 0.0311527 | val_loss: 0.0311735 | Time: 2171.05 ms
[2022-03-22 09:28:49 main:574] : INFO : Epoch 1708 | loss: 0.0311551 | val_loss: 0.0311701 | Time: 2200.7 ms
[2022-03-22 09:28:52 main:574] : INFO : Epoch 1709 | loss: 0.0311532 | val_loss: 0.0311731 | Time: 2280.3 ms
[2022-03-22 09:28:54 main:574] : INFO : Epoch 1710 | loss: 0.0311525 | val_loss: 0.0311712 | Time: 2222.26 ms
[2022-03-22 09:28:56 main:574] : INFO : Epoch 1711 | loss: 0.0311518 | val_loss: 0.0311679 | Time: 2177.37 ms
[2022-03-22 09:28:58 main:574] : INFO : Epoch 1712 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 2271.83 ms
[2022-03-22 09:29:01 main:574] : INFO : Epoch 1713 | loss: 0.0311522 | val_loss: 0.0311746 | Time: 2191.94 ms
[2022-03-22 09:29:03 main:574] : INFO : Epoch 1714 | loss: 0.0311521 | val_loss: 0.0311711 | Time: 2214.9 ms
[2022-03-22 09:29:05 main:574] : INFO : Epoch 1715 | loss: 0.0311528 | val_loss: 0.0311725 | Time: 2167.06 ms
[2022-03-22 09:29:07 main:574] : INFO : Epoch 1716 | loss: 0.0311569 | val_loss: 0.0311715 | Time: 2248.97 ms
[2022-03-22 09:29:09 main:574] : INFO : Epoch 1717 | loss: 0.0311523 | val_loss: 0.0311743 | Time: 2182.1 ms
[2022-03-22 09:29:12 main:574] : INFO : Epoch 1718 | loss: 0.0311514 | val_loss: 0.0311725 | Time: 2208.75 ms
[2022-03-22 09:29:14 main:574] : INFO : Epoch 1719 | loss: 0.0311511 | val_loss: 0.0311728 | Time: 2220.07 ms
[2022-03-22 09:29:16 main:574] : INFO : Epoch 1720 | loss: 0.0311501 | val_loss: 0.0311714 | Time: 2167.72 ms
[2022-03-22 09:29:18 main:574] : INFO : Epoch 1721 | loss: 0.0311493 | val_loss: 0.0311668 | Time: 2176.39 ms
[2022-03-22 09:29:21 main:574] : INFO : Epoch 1722 | loss: 0.0311504 | val_loss: 0.0311732 | Time: 2216.43 ms
[2022-03-22 09:29:23 main:574] : INFO : Epoch 1723 | loss: 0.0311484 | val_loss: 0.0311748 | Time: 2168.39 ms
[2022-03-22 09:29:25 main:574] : INFO : Epoch 1724 | loss: 0.0311479 | val_loss: 0.0311723 | Time: 2122.74 ms
[2022-03-22 09:29:27 main:574] : INFO : Epoch 1725 | loss: 0.0311484 | val_loss: 0.0311708 | Time: 2240.85 ms
[2022-03-22 09:29:29 main:574] : INFO : Epoch 1726 | loss: 0.0311473 | val_loss: 0.0311708 | Time: 2212.13 ms
[2022-03-22 09:29:31 main:574] : INFO : Epoch 1727 | loss: 0.03115 | val_loss: 0.0311717 | Time: 2160.68 ms
[2022-03-22 09:29:34 main:574] : INFO : Epoch 1728 | loss: 0.0311504 | val_loss: 0.0311736 | Time: 2292.27 ms
[2022-03-22 09:29:36 main:574] : INFO : Epoch 1729 | loss: 0.0311492 | val_loss: 0.0311706 | Time: 2171.03 ms
[2022-03-22 09:29:38 main:574] : INFO : Epoch 1730 | loss: 0.0311493 | val_loss: 0.0311717 | Time: 2172.67 ms
[2022-03-22 09:29:40 main:574] : INFO : Epoch 1731 | loss: 0.031149 | val_loss: 0.0311705 | Time: 2192.69 ms
[2022-03-22 09:29:43 main:574] : INFO : Epoch 1732 | loss: 0.031149 | val_loss: 0.0311732 | Time: 2278.46 ms
[2022-03-22 09:29:45 main:574] : INFO : Epoch 1733 | loss: 0.0311487 | val_loss: 0.0311704 | Time: 2261.85 ms
[2022-03-22 09:29:47 main:574] : INFO : Epoch 1734 | loss: 0.0311513 | val_loss: 0.0311732 | Time: 2192.84 ms
[2022-03-22 09:29:49 main:574] : INFO : Epoch 1735 | loss: 0.0311531 | val_loss: 0.0311842 | Time: 2216.91 ms
[2022-03-22 09:29:51 main:574] : INFO : Epoch 1736 | loss: 0.0311557 | val_loss: 0.0311737 | Time: 2168.69 ms
[2022-03-22 09:29:54 main:574] : INFO : Epoch 1737 | loss: 0.0311564 | val_loss: 0.0311702 | Time: 2306.72 ms
[2022-03-22 09:29:56 main:574] : INFO : Epoch 1738 | loss: 0.0311543 | val_loss: 0.0311722 | Time: 2205.34 ms
[2022-03-22 09:29:58 main:574] : INFO : Epoch 1739 | loss: 0.0311511 | val_loss: 0.0311657 | Time: 2221.52 ms
[2022-03-22 09:30:00 main:574] : INFO : Epoch 1740 | loss: 0.0311501 | val_loss: 0.0311711 | Time: 2214.25 ms
[2022-03-22 09:30:03 main:574] : INFO : Epoch 1741 | loss: 0.0311506 | val_loss: 0.0311698 | Time: 2201.12 ms
[2022-03-22 09:30:05 main:574] : INFO : Epoch 1742 | loss: 0.0311509 | val_loss: 0.0311732 | Time: 2212.92 ms
[2022-03-22 09:30:07 main:574] : INFO : Epoch 1743 | loss: 0.031151 | val_loss: 0.0311692 | Time: 2185.68 ms
[2022-03-22 09:30:09 main:574] : INFO : Epoch 1744 | loss: 0.031154 | val_loss: 0.0311658 | Time: 2220.28 ms
[2022-03-22 09:30:11 main:574] : INFO : Epoch 1745 | loss: 0.0311524 | val_loss: 0.0311693 | Time: 2243.69 ms
[2022-03-22 09:30:14 main:574] : INFO : Epoch 1746 | loss: 0.0311484 | val_loss: 0.0311652 | Time: 2217.13 ms
[2022-03-22 09:30:16 main:574] : INFO : Epoch 1747 | loss: 0.0311514 | val_loss: 0.0311692 | Time: 2273.45 ms
[2022-03-22 09:30:18 main:574] : INFO : Epoch 1748 | loss: 0.0311487 | val_loss: 0.0311672 | Time: 2312.56 ms
[2022-03-22 09:30:21 main:574] : INFO : Epoch 1749 | loss: 0.0311484 | val_loss: 0.0311703 | Time: 2266.96 ms
[2022-03-22 09:30:23 main:574] : INFO : Epoch 1750 | loss: 0.0311479 | val_loss: 0.0311657 | Time: 2242.78 ms
[2022-03-22 09:30:25 main:574] : INFO : Epoch 1751 | loss: 0.0311478 | val_loss: 0.0311686 | Time: 2184.36 ms
[2022-03-22 09:30:27 main:574] : INFO : Epoch 1752 | loss: 0.0311485 | val_loss: 0.031174 | Time: 2149.83 ms
[2022-03-22 09:30:29 main:574] : INFO : Epoch 1753 | loss: 0.0311497 | val_loss: 0.031168 | Time: 2249.38 ms
[2022-03-22 09:30:32 main:574] : INFO : Epoch 1754 | loss: 0.0311486 | val_loss: 0.0311687 | Time: 2277.78 ms
[2022-03-22 09:30:34 main:574] : INFO : Epoch 1755 | loss: 0.0311505 | val_loss: 0.0311683 | Time: 2206.82 ms
[2022-03-22 09:30:36 main:574] : INFO : Epoch 1756 | loss: 0.0311502 | val_loss: 0.0311695 | Time: 2188.46 ms
[2022-03-22 09:30:38 main:574] : INFO : Epoch 1757 | loss: 0.0311512 | val_loss: 0.0311694 | Time: 2293.43 ms
[2022-03-22 09:30:41 main:574] : INFO : Epoch 1758 | loss: 0.031151 | val_loss: 0.0311751 | Time: 2230.17 ms
[2022-03-22 09:30:43 main:574] : INFO : Epoch 1759 | loss: 0.0311522 | val_loss: 0.0311692 | Time: 2189.73 ms
[2022-03-22 09:30:45 main:574] : INFO : Epoch 1760 | loss: 0.0311514 | val_loss: 0.0311666 | Time: 2249.39 ms
[2022-03-22 09:30:47 main:574] : INFO : Epoch 1761 | loss: 0.0311497 | val_loss: 0.0311657 | Time: 2223.1 ms
[2022-03-22 09:30:50 main:574] : INFO : Epoch 1762 | loss: 0.031149 | val_loss: 0.031172 | Time: 2218.8 ms
[2022-03-22 09:30:52 main:574] : INFO : Epoch 1763 | loss: 0.0311515 | val_loss: 0.0311685 | Time: 2186.62 ms
[2022-03-22 09:30:54 main:574] : INFO : Epoch 1764 | loss: 0.0311488 | val_loss: 0.0311672 | Time: 2177.07 ms
[2022-03-22 09:30:56 main:574] : INFO : Epoch 1765 | loss: 0.031148 | val_loss: 0.0311669 | Time: 2218.96 ms
[2022-03-22 09:30:58 main:574] : INFO : Epoch 1766 | loss: 0.0311483 | val_loss: 0.0311706 | Time: 2263.8 ms
[2022-03-22 09:31:01 main:574] : INFO : Epoch 1767 | loss: 0.0311496 | val_loss: 0.0311796 | Time: 2095.49 ms
[2022-03-22 09:31:03 main:574] : INFO : Epoch 1768 | loss: 0.0311532 | val_loss: 0.0311742 | Time: 2213.97 ms
[2022-03-22 09:31:05 main:574] : INFO : Epoch 1769 | loss: 0.0311513 | val_loss: 0.0311668 | Time: 2253.62 ms
[2022-03-22 09:31:07 main:574] : INFO : Epoch 1770 | loss: 0.0311486 | val_loss: 0.0311699 | Time: 2275.8 ms
[2022-03-22 09:31:10 main:574] : INFO : Epoch 1771 | loss: 0.0311476 | val_loss: 0.0311691 | Time: 2223.89 ms
[2022-03-22 09:31:12 main:574] : INFO : Epoch 1772 | loss: 0.0311493 | val_loss: 0.0311736 | Time: 2272.94 ms
[2022-03-22 09:31:14 main:574] : INFO : Epoch 1773 | loss: 0.0311507 | val_loss: 0.0311717 | Time: 2268.29 ms
[2022-03-22 09:31:16 main:574] : INFO : Epoch 1774 | loss: 0.0311496 | val_loss: 0.0311806 | Time: 2234.22 ms
[2022-03-22 09:31:19 main:574] : INFO : Epoch 1775 | loss: 0.0311513 | val_loss: 0.0311715 | Time: 2294.83 ms
[2022-03-22 09:31:21 main:574] : INFO : Epoch 1776 | loss: 0.0311493 | val_loss: 0.0311712 | Time: 2261.31 ms
[2022-03-22 09:31:23 main:574] : INFO : Epoch 1777 | loss: 0.0311463 | val_loss: 0.0311696 | Time: 2176 ms
[2022-03-22 09:31:25 main:574] : INFO : Epoch 1778 | loss: 0.0311459 | val_loss: 0.0311706 | Time: 2227.74 ms
[2022-03-22 09:31:28 main:574] : INFO : Epoch 1779 | loss: 0.0311488 | val_loss: 0.0311721 | Time: 2223.8 ms
[2022-03-22 09:31:30 main:574] : INFO : Epoch 1780 | loss: 0.0311504 | val_loss: 0.0311695 | Time: 2308.38 ms
[2022-03-22 09:31:32 main:574] : INFO : Epoch 1781 | loss: 0.0311483 | val_loss: 0.0311665 | Time: 2221.68 ms
[2022-03-22 09:31:34 main:574] : INFO : Epoch 1782 | loss: 0.0311562 | val_loss: 0.0311645 | Time: 2309.14 ms
[2022-03-22 09:31:37 main:574] : INFO : Epoch 1783 | loss: 0.0311554 | val_loss: 0.0311662 | Time: 2202.39 ms
[2022-03-22 09:31:39 main:574] : INFO : Epoch 1784 | loss: 0.0311535 | val_loss: 0.0311676 | Time: 2225.43 ms
[2022-03-22 09:31:41 main:574] : INFO : Epoch 1785 | loss: 0.0311547 | val_loss: 0.0311653 | Time: 2299.8 ms
[2022-03-22 09:31:43 main:574] : INFO : Epoch 1786 | loss: 0.0311524 | val_loss: 0.0311619 | Time: 2201.4 ms
[2022-03-22 09:31:46 main:574] : INFO : Epoch 1787 | loss: 0.0311523 | val_loss: 0.0311649 | Time: 2177.66 ms
[2022-03-22 09:31:48 main:574] : INFO : Epoch 1788 | loss: 0.0311514 | val_loss: 0.0311745 | Time: 2324.71 ms
[2022-03-22 09:31:50 main:574] : INFO : Epoch 1789 | loss: 0.0311545 | val_loss: 0.0311682 | Time: 2255.77 ms
[2022-03-22 09:31:52 main:574] : INFO : Epoch 1790 | loss: 0.0311529 | val_loss: 0.0311622 | Time: 2242.65 ms
[2022-03-22 09:31:55 main:574] : INFO : Epoch 1791 | loss: 0.0311511 | val_loss: 0.031163 | Time: 2261.9 ms
[2022-03-22 09:31:57 main:574] : INFO : Epoch 1792 | loss: 0.0311514 | val_loss: 0.0311687 | Time: 2293.94 ms
[2022-03-22 09:31:59 main:574] : INFO : Epoch 1793 | loss: 0.0311498 | val_loss: 0.0311659 | Time: 2275.57 ms
[2022-03-22 09:32:01 main:574] : INFO : Epoch 1794 | loss: 0.0311487 | val_loss: 0.0311657 | Time: 2244.65 ms
[2022-03-22 09:32:04 main:574] : INFO : Epoch 1795 | loss: 0.0311481 | val_loss: 0.0311611 | Time: 2211.71 ms
[2022-03-22 09:32:06 main:574] : INFO : Epoch 1796 | loss: 0.0311501 | val_loss: 0.0311663 | Time: 2199.04 ms
[2022-03-22 09:32:08 main:574] : INFO : Epoch 1797 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 2262.34 ms
[2022-03-22 09:32:10 main:574] : INFO : Epoch 1798 | loss: 0.0311478 | val_loss: 0.0311653 | Time: 2198.6 ms
[2022-03-22 09:32:13 main:574] : INFO : Epoch 1799 | loss: 0.0311488 | val_loss: 0.0311657 | Time: 2235.14 ms
[2022-03-22 09:32:15 main:574] : INFO : Epoch 1800 | loss: 0.03115 | val_loss: 0.0311658 | Time: 2175.65 ms
[2022-03-22 09:32:17 main:574] : INFO : Epoch 1801 | loss: 0.0311497 | val_loss: 0.0311631 | Time: 2289.39 ms
[2022-03-22 09:32:19 main:574] : INFO : Epoch 1802 | loss: 0.0311492 | val_loss: 0.0311652 | Time: 2210.43 ms
[2022-03-22 09:32:22 main:574] : INFO : Epoch 1803 | loss: 0.0311482 | val_loss: 0.0311669 | Time: 2208.28 ms
[2022-03-22 09:32:24 main:574] : INFO : Epoch 1804 | loss: 0.0311497 | val_loss: 0.0311635 | Time: 2246.49 ms
[2022-03-22 09:32:26 main:574] : INFO : Epoch 1805 | loss: 0.0311475 | val_loss: 0.0311649 | Time: 2284.61 ms
[2022-03-22 09:32:28 main:574] : INFO : Epoch 1806 | loss: 0.0311459 | val_loss: 0.0311716 | Time: 2251.27 ms
[2022-03-22 09:32:31 main:574] : INFO : Epoch 1807 | loss: 0.0311493 | val_loss: 0.0311691 | Time: 2217.79 ms
[2022-03-22 09:32:33 main:574] : INFO : Epoch 1808 | loss: 0.031151 | val_loss: 0.0311668 | Time: 2304.21 ms
[2022-03-22 09:32:35 main:574] : INFO : Epoch 1809 | loss: 0.031147 | val_loss: 0.0311658 | Time: 2156.58 ms
[2022-03-22 09:32:37 main:574] : INFO : Epoch 1810 | loss: 0.031147 | val_loss: 0.0311654 | Time: 2319.05 ms
[2022-03-22 09:32:40 main:574] : INFO : Epoch 1811 | loss: 0.031148 | val_loss: 0.0311674 | Time: 2169.39 ms
[2022-03-22 09:32:42 main:574] : INFO : Epoch 1812 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 2250.37 ms
[2022-03-22 09:32:44 main:574] : INFO : Epoch 1813 | loss: 0.031149 | val_loss: 0.0311665 | Time: 2205.81 ms
[2022-03-22 09:32:46 main:574] : INFO : Epoch 1814 | loss: 0.0311469 | val_loss: 0.0311718 | Time: 2194.75 ms
[2022-03-22 09:32:48 main:574] : INFO : Epoch 1815 | loss: 0.0311471 | val_loss: 0.031163 | Time: 2199.59 ms
[2022-03-22 09:32:51 main:574] : INFO : Epoch 1816 | loss: 0.0311466 | val_loss: 0.0311664 | Time: 2190.11 ms
[2022-03-22 09:32:53 main:574] : INFO : Epoch 1817 | loss: 0.0311459 | val_loss: 0.031165 | Time: 2212.55 ms
[2022-03-22 09:32:55 main:574] : INFO : Epoch 1818 | loss: 0.031146 | val_loss: 0.0311657 | Time: 2205.48 ms
[2022-03-22 09:32:57 main:574] : INFO : Epoch 1819 | loss: 0.0311438 | val_loss: 0.0311646 | Time: 2187.83 ms
[2022-03-22 09:32:59 main:574] : INFO : Epoch 1820 | loss: 0.0311455 | val_loss: 0.0311687 | Time: 2284.42 ms
[2022-03-22 09:33:02 main:574] : INFO : Epoch 1821 | loss: 0.0311444 | val_loss: 0.031163 | Time: 2202.86 ms
[2022-03-22 09:33:04 main:574] : INFO : Epoch 1822 | loss: 0.0311454 | val_loss: 0.031166 | Time: 2198.81 ms
[2022-03-22 09:33:06 main:574] : INFO : Epoch 1823 | loss: 0.0311486 | val_loss: 0.0311655 | Time: 2220.52 ms
[2022-03-22 09:33:08 main:574] : INFO : Epoch 1824 | loss: 0.0311486 | val_loss: 0.0311713 | Time: 2303.76 ms
[2022-03-22 09:33:11 main:574] : INFO : Epoch 1825 | loss: 0.0311459 | val_loss: 0.0311663 | Time: 2196.81 ms
[2022-03-22 09:33:13 main:574] : INFO : Epoch 1826 | loss: 0.0311435 | val_loss: 0.0311658 | Time: 2244.69 ms
[2022-03-22 09:33:15 main:574] : INFO : Epoch 1827 | loss: 0.0311435 | val_loss: 0.0311668 | Time: 2200.97 ms
[2022-03-22 09:33:17 main:574] : INFO : Epoch 1828 | loss: 0.0311453 | val_loss: 0.0311641 | Time: 2209.72 ms
[2022-03-22 09:33:20 main:574] : INFO : Epoch 1829 | loss: 0.0311486 | val_loss: 0.0311647 | Time: 2258.56 ms
[2022-03-22 09:33:22 main:574] : INFO : Epoch 1830 | loss: 0.0311493 | val_loss: 0.0311692 | Time: 2216.99 ms
[2022-03-22 09:33:24 main:574] : INFO : Epoch 1831 | loss: 0.0311469 | val_loss: 0.0311666 | Time: 2187.64 ms
[2022-03-22 09:33:26 main:574] : INFO : Epoch 1832 | loss: 0.0311444 | val_loss: 0.0311623 | Time: 2260.03 ms
[2022-03-22 09:33:28 main:574] : INFO : Epoch 1833 | loss: 0.031147 | val_loss: 0.0311691 | Time: 2207.41 ms
[2022-03-22 09:33:31 main:574] : INFO : Epoch 1834 | loss: 0.031144 | val_loss: 0.0311652 | Time: 2245.66 ms
[2022-03-22 09:33:33 main:574] : INFO : Epoch 1835 | loss: 0.031143 | val_loss: 0.0311713 | Time: 2171.2 ms
[2022-03-22 09:33:35 main:574] : INFO : Epoch 1836 | loss: 0.0311436 | val_loss: 0.0311633 | Time: 2244.14 ms
[2022-03-22 09:33:37 main:574] : INFO : Epoch 1837 | loss: 0.0311461 | val_loss: 0.0311696 | Time: 2247.84 ms
[2022-03-22 09:33:40 main:574] : INFO : Epoch 1838 | loss: 0.031144 | val_loss: 0.0311653 | Time: 2258.62 ms
[2022-03-22 09:33:42 main:574] : INFO : Epoch 1839 | loss: 0.0311426 | val_loss: 0.0311655 | Time: 2285.21 ms
[2022-03-22 09:33:44 main:574] : INFO : Epoch 1840 | loss: 0.0311431 | val_loss: 0.0311668 | Time: 2234.93 ms
[2022-03-22 09:33:46 main:574] : INFO : Epoch 1841 | loss: 0.0311456 | val_loss: 0.0311634 | Time: 2196.05 ms
[2022-03-22 09:33:49 main:574] : INFO : Epoch 1842 | loss: 0.0311489 | val_loss: 0.0311867 | Time: 2225.34 ms
[2022-03-22 09:33:51 main:574] : INFO : Epoch 1843 | loss: 0.0311546 | val_loss: 0.0311937 | Time: 2162.79 ms
[2022-03-22 09:33:53 main:574] : INFO : Epoch 1844 | loss: 0.0311705 | val_loss: 0.0311727 | Time: 2187.89 ms
[2022-03-22 09:33:55 main:574] : INFO : Epoch 1845 | loss: 0.0311966 | val_loss: 0.0312368 | Time: 2198.99 ms
[2022-03-22 09:33:57 main:574] : INFO : Epoch 1846 | loss: 0.0311706 | val_loss: 0.0311935 | Time: 2232.62 ms
[2022-03-22 09:34:00 main:574] : INFO : Epoch 1847 | loss: 0.0311569 | val_loss: 0.0311724 | Time: 2216.83 ms
[2022-03-22 09:34:02 main:574] : INFO : Epoch 1848 | loss: 0.031149 | val_loss: 0.0311673 | Time: 2199.21 ms
[2022-03-22 09:34:04 main:574] : INFO : Epoch 1849 | loss: 0.0311463 | val_loss: 0.0311718 | Time: 2218.77 ms
[2022-03-22 09:34:06 main:574] : INFO : Epoch 1850 | loss: 0.031148 | val_loss: 0.0311638 | Time: 2306.48 ms
[2022-03-22 09:34:09 main:574] : INFO : Epoch 1851 | loss: 0.0311504 | val_loss: 0.0311658 | Time: 2239.18 ms
[2022-03-22 09:34:11 main:574] : INFO : Epoch 1852 | loss: 0.031149 | val_loss: 0.0311648 | Time: 2290.83 ms
[2022-03-22 09:34:13 main:574] : INFO : Epoch 1853 | loss: 0.0311475 | val_loss: 0.0311673 | Time: 2269.02 ms
[2022-03-22 09:34:15 main:574] : INFO : Epoch 1854 | loss: 0.0311504 | val_loss: 0.0311708 | Time: 2154.83 ms
[2022-03-22 09:34:18 main:574] : INFO : Epoch 1855 | loss: 0.0311475 | val_loss: 0.0311695 | Time: 2211.35 ms
[2022-03-22 09:34:20 main:574] : INFO : Epoch 1856 | loss: 0.0311462 | val_loss: 0.0311684 | Time: 2216.97 ms
[2022-03-22 09:34:22 main:574] : INFO : Epoch 1857 | loss: 0.0311469 | val_loss: 0.0311702 | Time: 2219.93 ms
[2022-03-22 09:34:24 main:574] : INFO : Epoch 1858 | loss: 0.0311451 | val_loss: 0.0311676 | Time: 2289.2 ms
[2022-03-22 09:34:27 main:574] : INFO : Epoch 1859 | loss: 0.0311437 | val_loss: 0.0311662 | Time: 2256.37 ms
[2022-03-22 09:34:29 main:574] : INFO : Epoch 1860 | loss: 0.0311444 | val_loss: 0.031167 | Time: 2232.3 ms
[2022-03-22 09:34:31 main:574] : INFO : Epoch 1861 | loss: 0.0311448 | val_loss: 0.0311647 | Time: 2280.66 ms
[2022-03-22 09:34:33 main:574] : INFO : Epoch 1862 | loss: 0.031146 | val_loss: 0.0311714 | Time: 2228.75 ms
[2022-03-22 09:34:36 main:574] : INFO : Epoch 1863 | loss: 0.0311469 | val_loss: 0.0311657 | Time: 2206.45 ms
[2022-03-22 09:34:38 main:574] : INFO : Epoch 1864 | loss: 0.03115 | val_loss: 0.0311612 | Time: 2312.11 ms
[2022-03-22 09:34:40 main:574] : INFO : Epoch 1865 | loss: 0.031152 | val_loss: 0.0311663 | Time: 2146.94 ms
[2022-03-22 09:34:42 main:574] : INFO : Epoch 1866 | loss: 0.0311511 | val_loss: 0.0311625 | Time: 2260.5 ms
[2022-03-22 09:34:45 main:574] : INFO : Epoch 1867 | loss: 0.0311496 | val_loss: 0.0311643 | Time: 2263.72 ms
[2022-03-22 09:34:47 main:574] : INFO : Epoch 1868 | loss: 0.0311503 | val_loss: 0.0311617 | Time: 2200.39 ms
[2022-03-22 09:34:49 main:574] : INFO : Epoch 1869 | loss: 0.0311502 | val_loss: 0.0311673 | Time: 2229.77 ms
[2022-03-22 09:34:51 main:574] : INFO : Epoch 1870 | loss: 0.031155 | val_loss: 0.0311654 | Time: 2201.26 ms
[2022-03-22 09:34:54 main:574] : INFO : Epoch 1871 | loss: 0.0311504 | val_loss: 0.0311604 | Time: 2278.38 ms
[2022-03-22 09:34:56 main:574] : INFO : Epoch 1872 | loss: 0.0311467 | val_loss: 0.0311648 | Time: 2215.46 ms
[2022-03-22 09:34:58 main:574] : INFO : Epoch 1873 | loss: 0.031147 | val_loss: 0.0311687 | Time: 2232.63 ms
[2022-03-22 09:35:00 main:574] : INFO : Epoch 1874 | loss: 0.0311492 | val_loss: 0.0311666 | Time: 2250.56 ms
[2022-03-22 09:35:02 main:574] : INFO : Epoch 1875 | loss: 0.0311522 | val_loss: 0.031166 | Time: 2187.92 ms
[2022-03-22 09:35:05 main:574] : INFO : Epoch 1876 | loss: 0.0311664 | val_loss: 0.0311655 | Time: 2222.77 ms
[2022-03-22 09:35:07 main:574] : INFO : Epoch 1877 | loss: 0.0311606 | val_loss: 0.0311652 | Time: 2231.83 ms
[2022-03-22 09:35:09 main:574] : INFO : Epoch 1878 | loss: 0.0311578 | val_loss: 0.0311649 | Time: 2236.36 ms
[2022-03-22 09:35:11 main:574] : INFO : Epoch 1879 | loss: 0.0311551 | val_loss: 0.0311626 | Time: 2197.67 ms
[2022-03-22 09:35:14 main:574] : INFO : Epoch 1880 | loss: 0.0311539 | val_loss: 0.0311639 | Time: 2300.16 ms
[2022-03-22 09:35:16 main:574] : INFO : Epoch 1881 | loss: 0.0311554 | val_loss: 0.0311658 | Time: 2166.52 ms
[2022-03-22 09:35:18 main:574] : INFO : Epoch 1882 | loss: 0.0311555 | val_loss: 0.0311604 | Time: 2308.25 ms
[2022-03-22 09:35:20 main:574] : INFO : Epoch 1883 | loss: 0.0311559 | val_loss: 0.0311645 | Time: 2193.45 ms
[2022-03-22 09:35:23 main:574] : INFO : Epoch 1884 | loss: 0.0311549 | val_loss: 0.0311649 | Time: 2310.51 ms
[2022-03-22 09:35:25 main:574] : INFO : Epoch 1885 | loss: 0.0311529 | val_loss: 0.0311641 | Time: 2190.64 ms
[2022-03-22 09:35:27 main:574] : INFO : Epoch 1886 | loss: 0.0311541 | val_loss: 0.0311632 | Time: 2243.03 ms
[2022-03-22 09:35:29 main:574] : INFO : Epoch 1887 | loss: 0.0311549 | val_loss: 0.0311643 | Time: 2248.59 ms
[2022-03-22 09:35:32 main:574] : INFO : Epoch 1888 | loss: 0.0311551 | val_loss: 0.0311645 | Time: 2245.01 ms
[2022-03-22 09:35:34 main:574] : INFO : Epoch 1889 | loss: 0.0311531 | val_loss: 0.0311645 | Time: 2203.31 ms
[2022-03-22 09:35:36 main:574] : INFO : Epoch 1890 | loss: 0.0311526 | val_loss: 0.0311673 | Time: 2225.83 ms
[2022-03-22 09:35:38 main:574] : INFO : Epoch 1891 | loss: 0.0311532 | val_loss: 0.0311658 | Time: 2229.16 ms
[2022-03-22 09:35:41 main:574] : INFO : Epoch 1892 | loss: 0.0311512 | val_loss: 0.0311618 | Time: 2246.84 ms
[2022-03-22 09:35:43 main:574] : INFO : Epoch 1893 | loss: 0.0311501 | val_loss: 0.0311615 | Time: 2234.34 ms
[2022-03-22 09:35:45 main:574] : INFO : Epoch 1894 | loss: 0.0311494 | val_loss: 0.0311595 | Time: 2227.72 ms
[2022-03-22 09:35:47 main:574] : INFO : Epoch 1895 | loss: 0.0311504 | val_loss: 0.0311598 | Time: 2208.44 ms
[2022-03-22 09:35:49 main:574] : INFO : Epoch 1896 | loss: 0.0311507 | val_loss: 0.0311632 | Time: 2170.44 ms
[2022-03-22 09:35:52 main:574] : INFO : Epoch 1897 | loss: 0.031152 | val_loss: 0.0311593 | Time: 2157.09 ms
[2022-03-22 09:35:54 main:574] : INFO : Epoch 1898 | loss: 0.0311554 | val_loss: 0.0311649 | Time: 2240.61 ms
[2022-03-22 09:35:56 main:574] : INFO : Epoch 1899 | loss: 0.0311554 | val_loss: 0.0311594 | Time: 2235.25 ms
[2022-03-22 09:35:58 main:574] : INFO : Epoch 1900 | loss: 0.0311518 | val_loss: 0.0311597 | Time: 2273.1 ms
[2022-03-22 09:36:01 main:574] : INFO : Epoch 1901 | loss: 0.0311488 | val_loss: 0.0311602 | Time: 2255.27 ms
[2022-03-22 09:36:03 main:574] : INFO : Epoch 1902 | loss: 0.0311474 | val_loss: 0.0311634 | Time: 2216.29 ms
[2022-03-22 09:36:05 main:574] : INFO : Epoch 1903 | loss: 0.031148 | val_loss: 0.0311591 | Time: 2194.88 ms
[2022-03-22 09:36:07 main:574] : INFO : Epoch 1904 | loss: 0.0311472 | val_loss: 0.0311614 | Time: 2198.08 ms
[2022-03-22 09:36:09 main:574] : INFO : Epoch 1905 | loss: 0.0311495 | val_loss: 0.0311633 | Time: 2232.7 ms
[2022-03-22 09:36:12 main:574] : INFO : Epoch 1906 | loss: 0.0311517 | val_loss: 0.031163 | Time: 2174.13 ms
[2022-03-22 09:36:14 main:574] : INFO : Epoch 1907 | loss: 0.0311491 | val_loss: 0.0311622 | Time: 2219.11 ms
[2022-03-22 09:36:16 main:574] : INFO : Epoch 1908 | loss: 0.0311508 | val_loss: 0.0311632 | Time: 2271.54 ms
[2022-03-22 09:36:18 main:574] : INFO : Epoch 1909 | loss: 0.0311497 | val_loss: 0.0311653 | Time: 2181.74 ms
[2022-03-22 09:36:20 main:574] : INFO : Epoch 1910 | loss: 0.0311487 | val_loss: 0.03117 | Time: 2181.4 ms
[2022-03-22 09:36:23 main:574] : INFO : Epoch 1911 | loss: 0.0311486 | val_loss: 0.0311612 | Time: 2286.9 ms
[2022-03-22 09:36:25 main:574] : INFO : Epoch 1912 | loss: 0.0311502 | val_loss: 0.031159 | Time: 2249.54 ms
[2022-03-22 09:36:27 main:574] : INFO : Epoch 1913 | loss: 0.031147 | val_loss: 0.0311599 | Time: 2173.56 ms
[2022-03-22 09:36:29 main:574] : INFO : Epoch 1914 | loss: 0.0311516 | val_loss: 0.0311685 | Time: 2269.91 ms
[2022-03-22 09:36:32 main:574] : INFO : Epoch 1915 | loss: 0.0311535 | val_loss: 0.0311605 | Time: 2252.33 ms
[2022-03-22 09:36:34 main:574] : INFO : Epoch 1916 | loss: 0.0311477 | val_loss: 0.031164 | Time: 2162.65 ms
[2022-03-22 09:36:36 main:574] : INFO : Epoch 1917 | loss: 0.0311465 | val_loss: 0.0311635 | Time: 2265.59 ms
[2022-03-22 09:36:38 main:574] : INFO : Epoch 1918 | loss: 0.0311463 | val_loss: 0.0311615 | Time: 2241.02 ms
[2022-03-22 09:36:41 main:574] : INFO : Epoch 1919 | loss: 0.0311462 | val_loss: 0.0311583 | Time: 2240.52 ms
[2022-03-22 09:36:43 main:574] : INFO : Epoch 1920 | loss: 0.0311448 | val_loss: 0.0311638 | Time: 2196.56 ms
[2022-03-22 09:36:45 main:574] : INFO : Epoch 1921 | loss: 0.0311467 | val_loss: 0.0311632 | Time: 2264.71 ms
[2022-03-22 09:36:47 main:574] : INFO : Epoch 1922 | loss: 0.0311443 | val_loss: 0.0311659 | Time: 2267.42 ms
[2022-03-22 09:36:50 main:574] : INFO : Epoch 1923 | loss: 0.0311435 | val_loss: 0.0311648 | Time: 2211.55 ms
[2022-03-22 09:36:52 main:574] : INFO : Epoch 1924 | loss: 0.0311473 | val_loss: 0.0311619 | Time: 2226.13 ms
[2022-03-22 09:36:54 main:574] : INFO : Epoch 1925 | loss: 0.031145 | val_loss: 0.0311656 | Time: 2150.3 ms
[2022-03-22 09:36:56 main:574] : INFO : Epoch 1926 | loss: 0.0311481 | val_loss: 0.0311631 | Time: 2166.76 ms
[2022-03-22 09:36:58 main:574] : INFO : Epoch 1927 | loss: 0.0311461 | val_loss: 0.0311645 | Time: 2206.65 ms
[2022-03-22 09:37:01 main:574] : INFO : Epoch 1928 | loss: 0.0311467 | val_loss: 0.0311623 | Time: 2246.93 ms
[2022-03-22 09:37:03 main:574] : INFO : Epoch 1929 | loss: 0.0311472 | val_loss: 0.0311663 | Time: 2200.74 ms
[2022-03-22 09:37:05 main:574] : INFO : Epoch 1930 | loss: 0.0311443 | val_loss: 0.0311637 | Time: 2188.4 ms
[2022-03-22 09:37:07 main:574] : INFO : Epoch 1931 | loss: 0.0311437 | val_loss: 0.031162 | Time: 2259.37 ms
[2022-03-22 09:37:10 main:574] : INFO : Epoch 1932 | loss: 0.0311428 | val_loss: 0.0311647 | Time: 2172.29 ms
[2022-03-22 09:37:12 main:574] : INFO : Epoch 1933 | loss: 0.0311436 | val_loss: 0.0311601 | Time: 2223.26 ms
[2022-03-22 09:37:14 main:574] : INFO : Epoch 1934 | loss: 0.0311491 | val_loss: 0.0311706 | Time: 2271.26 ms
[2022-03-22 09:37:16 main:574] : INFO : Epoch 1935 | loss: 0.0311526 | val_loss: 0.0311639 | Time: 2186.35 ms
[2022-03-22 09:37:18 main:574] : INFO : Epoch 1936 | loss: 0.0311539 | val_loss: 0.0311661 | Time: 2212.74 ms
[2022-03-22 09:37:21 main:574] : INFO : Epoch 1937 | loss: 0.0311523 | val_loss: 0.0311644 | Time: 2253.99 ms
[2022-03-22 09:37:23 main:574] : INFO : Epoch 1938 | loss: 0.0311497 | val_loss: 0.031166 | Time: 2248.11 ms
[2022-03-22 09:37:25 main:574] : INFO : Epoch 1939 | loss: 0.031149 | val_loss: 0.0311622 | Time: 2177.07 ms
[2022-03-22 09:37:27 main:574] : INFO : Epoch 1940 | loss: 0.0311505 | val_loss: 0.0311661 | Time: 2120.03 ms
[2022-03-22 09:37:30 main:574] : INFO : Epoch 1941 | loss: 0.0311486 | val_loss: 0.0311741 | Time: 2289.17 ms
[2022-03-22 09:37:32 main:574] : INFO : Epoch 1942 | loss: 0.031147 | val_loss: 0.0311623 | Time: 2283.32 ms
[2022-03-22 09:37:34 main:574] : INFO : Epoch 1943 | loss: 0.0311453 | val_loss: 0.0311705 | Time: 2185.86 ms
[2022-03-22 09:37:36 main:574] : INFO : Epoch 1944 | loss: 0.0311481 | val_loss: 0.0311629 | Time: 2252.06 ms
[2022-03-22 09:37:39 main:574] : INFO : Epoch 1945 | loss: 0.0311448 | val_loss: 0.0311675 | Time: 2262.87 ms
[2022-03-22 09:37:41 main:574] : INFO : Epoch 1946 | loss: 0.0311443 | val_loss: 0.0311655 | Time: 2202.11 ms
[2022-03-22 09:37:43 main:574] : INFO : Epoch 1947 | loss: 0.0311466 | val_loss: 0.0311677 | Time: 2230.13 ms
[2022-03-22 09:37:45 main:574] : INFO : Epoch 1948 | loss: 0.031152 | val_loss: 0.0311625 | Time: 2221.24 ms
[2022-03-22 09:37:47 main:574] : INFO : Epoch 1949 | loss: 0.0311495 | val_loss: 0.0311655 | Time: 2261.02 ms
[2022-03-22 09:37:50 main:574] : INFO : Epoch 1950 | loss: 0.0311452 | val_loss: 0.0311684 | Time: 2211.12 ms
[2022-03-22 09:37:52 main:574] : INFO : Epoch 1951 | loss: 0.0311462 | val_loss: 0.0311669 | Time: 2300.34 ms
[2022-03-22 09:37:54 main:574] : INFO : Epoch 1952 | loss: 0.0311485 | val_loss: 0.0311594 | Time: 2140.71 ms
[2022-03-22 09:37:56 main:574] : INFO : Epoch 1953 | loss: 0.0311483 | val_loss: 0.0311648 | Time: 2233.85 ms
[2022-03-22 09:37:59 main:574] : INFO : Epoch 1954 | loss: 0.0311473 | val_loss: 0.031161 | Time: 2288.86 ms
[2022-03-22 09:38:01 main:574] : INFO : Epoch 1955 | loss: 0.0311463 | val_loss: 0.0311662 | Time: 2145.09 ms
[2022-03-22 09:38:03 main:574] : INFO : Epoch 1956 | loss: 0.0311485 | val_loss: 0.0311634 | Time: 2229.14 ms
[2022-03-22 09:38:05 main:574] : INFO : Epoch 1957 | loss: 0.0311525 | val_loss: 0.031166 | Time: 2262.5 ms
[2022-03-22 09:38:08 main:574] : INFO : Epoch 1958 | loss: 0.0311534 | val_loss: 0.0311624 | Time: 2200.2 ms
[2022-03-22 09:38:10 main:574] : INFO : Epoch 1959 | loss: 0.0311517 | val_loss: 0.0311634 | Time: 2186.25 ms
[2022-03-22 09:38:12 main:574] : INFO : Epoch 1960 | loss: 0.0311528 | val_loss: 0.0311613 | Time: 2306.09 ms
[2022-03-22 09:38:14 main:574] : INFO : Epoch 1961 | loss: 0.031152 | val_loss: 0.0311627 | Time: 2198.06 ms
[2022-03-22 09:38:16 main:574] : INFO : Epoch 1962 | loss: 0.0311481 | val_loss: 0.0311668 | Time: 2177.54 ms
[2022-03-22 09:38:19 main:574] : INFO : Epoch 1963 | loss: 0.0311491 | val_loss: 0.0311596 | Time: 2249.62 ms
[2022-03-22 09:38:21 main:574] : INFO : Epoch 1964 | loss: 0.0311463 | val_loss: 0.0311633 | Time: 2262.52 ms
[2022-03-22 09:38:23 main:574] : INFO : Epoch 1965 | loss: 0.0311485 | val_loss: 0.0311646 | Time: 2203.71 ms
[2022-03-22 09:38:25 main:574] : INFO : Epoch 1966 | loss: 0.0311465 | val_loss: 0.0311654 | Time: 2222.72 ms
[2022-03-22 09:38:28 main:574] : INFO : Epoch 1967 | loss: 0.031149 | val_loss: 0.0311684 | Time: 2206.1 ms
[2022-03-22 09:38:30 main:574] : INFO : Epoch 1968 | loss: 0.031144 | val_loss: 0.0311625 | Time: 2288.21 ms
[2022-03-22 09:38:32 main:574] : INFO : Epoch 1969 | loss: 0.0311448 | val_loss: 0.0311641 | Time: 2312.08 ms
[2022-03-22 09:38:35 main:574] : INFO : Epoch 1970 | loss: 0.0311458 | val_loss: 0.0311663 | Time: 2275.69 ms
[2022-03-22 09:38:37 main:574] : INFO : Epoch 1971 | loss: 0.0311444 | val_loss: 0.0311654 | Time: 2217.56 ms
[2022-03-22 09:38:39 main:574] : INFO : Epoch 1972 | loss: 0.031147 | val_loss: 0.0311707 | Time: 2252.11 ms
[2022-03-22 09:38:41 main:574] : INFO : Epoch 1973 | loss: 0.0311516 | val_loss: 0.0311633 | Time: 2274.91 ms
[2022-03-22 09:38:43 main:574] : INFO : Epoch 1974 | loss: 0.0311498 | val_loss: 0.031162 | Time: 2175.52 ms
[2022-03-22 09:38:46 main:574] : INFO : Epoch 1975 | loss: 0.0311493 | val_loss: 0.0311643 | Time: 2241 ms
[2022-03-22 09:38:48 main:574] : INFO : Epoch 1976 | loss: 0.0311489 | val_loss: 0.031164 | Time: 2203.13 ms
[2022-03-22 09:38:50 main:574] : INFO : Epoch 1977 | loss: 0.031147 | val_loss: 0.031163 | Time: 2201.84 ms
[2022-03-22 09:38:52 main:574] : INFO : Epoch 1978 | loss: 0.0311479 | val_loss: 0.0311664 | Time: 2317.32 ms
[2022-03-22 09:38:55 main:574] : INFO : Epoch 1979 | loss: 0.031149 | val_loss: 0.0311648 | Time: 2206.8 ms
[2022-03-22 09:38:57 main:574] : INFO : Epoch 1980 | loss: 0.0311496 | val_loss: 0.0311611 | Time: 2273.27 ms
[2022-03-22 09:38:59 main:574] : INFO : Epoch 1981 | loss: 0.0311475 | val_loss: 0.0311703 | Time: 2218.12 ms
[2022-03-22 09:39:01 main:574] : INFO : Epoch 1982 | loss: 0.0311473 | val_loss: 0.0311642 | Time: 2158.95 ms
[2022-03-22 09:39:04 main:574] : INFO : Epoch 1983 | loss: 0.0311473 | val_loss: 0.0311689 | Time: 2231.18 ms
[2022-03-22 09:39:06 main:574] : INFO : Epoch 1984 | loss: 0.0311455 | val_loss: 0.0311758 | Time: 2195.12 ms
[2022-03-22 09:39:08 main:574] : INFO : Epoch 1985 | loss: 0.031146 | val_loss: 0.0311662 | Time: 2196.74 ms
[2022-03-22 09:39:10 main:574] : INFO : Epoch 1986 | loss: 0.0311464 | val_loss: 0.0311673 | Time: 2233.14 ms
[2022-03-22 09:39:12 main:574] : INFO : Epoch 1987 | loss: 0.0311441 | val_loss: 0.031166 | Time: 2270.56 ms
[2022-03-22 09:39:15 main:574] : INFO : Epoch 1988 | loss: 0.0311451 | val_loss: 0.0311679 | Time: 2248.59 ms
[2022-03-22 09:39:17 main:574] : INFO : Epoch 1989 | loss: 0.0311445 | val_loss: 0.0311665 | Time: 2192.07 ms
[2022-03-22 09:39:19 main:574] : INFO : Epoch 1990 | loss: 0.0311446 | val_loss: 0.0311701 | Time: 2207.26 ms
[2022-03-22 09:39:21 main:574] : INFO : Epoch 1991 | loss: 0.0311443 | val_loss: 0.0311674 | Time: 2309.46 ms
[2022-03-22 09:39:24 main:574] : INFO : Epoch 1992 | loss: 0.0311431 | val_loss: 0.0311636 | Time: 2291.16 ms
[2022-03-22 09:39:26 main:574] : INFO : Epoch 1993 | loss: 0.0311491 | val_loss: 0.0311675 | Time: 2215.67 ms
[2022-03-22 09:39:28 main:574] : INFO : Epoch 1994 | loss: 0.0311466 | val_loss: 0.0311657 | Time: 2196.82 ms
[2022-03-22 09:39:30 main:574] : INFO : Epoch 1995 | loss: 0.0311433 | val_loss: 0.031166 | Time: 2291.14 ms
[2022-03-22 09:39:33 main:574] : INFO : Epoch 1996 | loss: 0.0311456 | val_loss: 0.0311677 | Time: 2204.87 ms
[2022-03-22 09:39:35 main:574] : INFO : Epoch 1997 | loss: 0.0311431 | val_loss: 0.0311643 | Time: 2232.44 ms
[2022-03-22 09:39:37 main:574] : INFO : Epoch 1998 | loss: 0.0311437 | val_loss: 0.0311751 | Time: 2212.16 ms
[2022-03-22 09:39:39 main:574] : INFO : Epoch 1999 | loss: 0.031148 | val_loss: 0.0311656 | Time: 2235.24 ms
[2022-03-22 09:39:42 main:574] : INFO : Epoch 2000 | loss: 0.0311441 | val_loss: 0.0311666 | Time: 2150.27 ms
[2022-03-22 09:39:44 main:574] : INFO : Epoch 2001 | loss: 0.0311448 | val_loss: 0.0311667 | Time: 2235.18 ms
[2022-03-22 09:39:46 main:574] : INFO : Epoch 2002 | loss: 0.0311446 | val_loss: 0.031175 | Time: 2188.52 ms
[2022-03-22 09:39:48 main:574] : INFO : Epoch 2003 | loss: 0.031145 | val_loss: 0.0311632 | Time: 2221.33 ms
[2022-03-22 09:39:50 main:574] : INFO : Epoch 2004 | loss: 0.0311437 | val_loss: 0.0311693 | Time: 2198.82 ms
[2022-03-22 09:39:53 main:574] : INFO : Epoch 2005 | loss: 0.0311444 | val_loss: 0.0311648 | Time: 2251.92 ms
[2022-03-22 09:39:55 main:574] : INFO : Epoch 2006 | loss: 0.031146 | val_loss: 0.0311697 | Time: 2187.61 ms
[2022-03-22 09:39:57 main:574] : INFO : Epoch 2007 | loss: 0.0311438 | val_loss: 0.0311666 | Time: 2205.2 ms
[2022-03-22 09:39:59 main:574] : INFO : Epoch 2008 | loss: 0.0311454 | val_loss: 0.031164 | Time: 2249.69 ms
[2022-03-22 09:40:02 main:574] : INFO : Epoch 2009 | loss: 0.0311445 | val_loss: 0.0311661 | Time: 2207.33 ms
[2022-03-22 09:40:04 main:574] : INFO : Epoch 2010 | loss: 0.0311435 | val_loss: 0.0311626 | Time: 2213.39 ms
[2022-03-22 09:40:06 main:574] : INFO : Epoch 2011 | loss: 0.0311438 | val_loss: 0.0311635 | Time: 2230.34 ms
[2022-03-22 09:40:08 main:574] : INFO : Epoch 2012 | loss: 0.0311441 | val_loss: 0.0311636 | Time: 2247.18 ms
[2022-03-22 09:40:10 main:574] : INFO : Epoch 2013 | loss: 0.0311425 | val_loss: 0.0311624 | Time: 2215.2 ms
[2022-03-22 09:40:13 main:574] : INFO : Epoch 2014 | loss: 0.0311442 | val_loss: 0.0311682 | Time: 2212.66 ms
[2022-03-22 09:40:15 main:574] : INFO : Epoch 2015 | loss: 0.0311513 | val_loss: 0.0311628 | Time: 2254.1 ms
[2022-03-22 09:40:17 main:574] : INFO : Epoch 2016 | loss: 0.0311468 | val_loss: 0.0311676 | Time: 2240.35 ms
[2022-03-22 09:40:19 main:574] : INFO : Epoch 2017 | loss: 0.0311462 | val_loss: 0.0311662 | Time: 2213.29 ms
[2022-03-22 09:40:22 main:574] : INFO : Epoch 2018 | loss: 0.0311467 | val_loss: 0.031167 | Time: 2254.51 ms
[2022-03-22 09:40:24 main:574] : INFO : Epoch 2019 | loss: 0.0311472 | val_loss: 0.0311624 | Time: 2300.59 ms
[2022-03-22 09:40:26 main:574] : INFO : Epoch 2020 | loss: 0.0311481 | val_loss: 0.0311685 | Time: 2243.64 ms
[2022-03-22 09:40:28 main:574] : INFO : Epoch 2021 | loss: 0.0311461 | val_loss: 0.0311648 | Time: 2247.17 ms
[2022-03-22 09:40:31 main:574] : INFO : Epoch 2022 | loss: 0.0311463 | val_loss: 0.0311635 | Time: 2245.94 ms
[2022-03-22 09:40:33 main:574] : INFO : Epoch 2023 | loss: 0.0311445 | val_loss: 0.0311642 | Time: 2229.57 ms
[2022-03-22 09:40:35 main:574] : INFO : Epoch 2024 | loss: 0.0311436 | val_loss: 0.0311655 | Time: 2217.01 ms
[2022-03-22 09:40:37 main:574] : INFO : Epoch 2025 | loss: 0.0311425 | val_loss: 0.0311639 | Time: 2170.05 ms
[2022-03-22 09:40:40 main:574] : INFO : Epoch 2026 | loss: 0.0311418 | val_loss: 0.0311677 | Time: 2257.68 ms
[2022-03-22 09:40:42 main:574] : INFO : Epoch 2027 | loss: 0.0311421 | val_loss: 0.0311631 | Time: 2225.2 ms
[2022-03-22 09:40:44 main:574] : INFO : Epoch 2028 | loss: 0.0311412 | val_loss: 0.0311655 | Time: 2229.68 ms
[2022-03-22 09:40:46 main:574] : INFO : Epoch 2029 | loss: 0.031144 | val_loss: 0.0311644 | Time: 2160.2 ms
[2022-03-22 09:40:48 main:574] : INFO : Epoch 2030 | loss: 0.0311445 | val_loss: 0.0311756 | Time: 2212.23 ms
[2022-03-22 09:40:51 main:574] : INFO : Epoch 2031 | loss: 0.0311456 | val_loss: 0.0311663 | Time: 2244.25 ms
[2022-03-22 09:40:53 main:574] : INFO : Epoch 2032 | loss: 0.0311451 | val_loss: 0.0311705 | Time: 2163.35 ms
[2022-03-22 09:40:55 main:574] : INFO : Epoch 2033 | loss: 0.0311432 | val_loss: 0.031163 | Time: 2205.35 ms
[2022-03-22 09:40:57 main:574] : INFO : Epoch 2034 | loss: 0.0311424 | val_loss: 0.0311631 | Time: 2220.86 ms
[2022-03-22 09:41:00 main:574] : INFO : Epoch 2035 | loss: 0.0311446 | val_loss: 0.0311669 | Time: 2235.32 ms
[2022-03-22 09:41:02 main:574] : INFO : Epoch 2036 | loss: 0.0311483 | val_loss: 0.0311606 | Time: 2319.63 ms
[2022-03-22 09:41:04 main:574] : INFO : Epoch 2037 | loss: 0.0311482 | val_loss: 0.0311672 | Time: 2171.91 ms
[2022-03-22 09:41:06 main:574] : INFO : Epoch 2038 | loss: 0.0311464 | val_loss: 0.0311666 | Time: 2264.73 ms
[2022-03-22 09:41:09 main:574] : INFO : Epoch 2039 | loss: 0.031146 | val_loss: 0.0311676 | Time: 2275.88 ms
[2022-03-22 09:41:11 main:574] : INFO : Epoch 2040 | loss: 0.0311469 | val_loss: 0.0311665 | Time: 2195.05 ms
[2022-03-22 09:41:13 main:574] : INFO : Epoch 2041 | loss: 0.0311452 | val_loss: 0.0311638 | Time: 2240.17 ms
[2022-03-22 09:41:15 main:574] : INFO : Epoch 2042 | loss: 0.0311457 | val_loss: 0.0311618 | Time: 2233.57 ms
[2022-03-22 09:41:17 main:574] : INFO : Epoch 2043 | loss: 0.0311439 | val_loss: 0.0311645 | Time: 2149.33 ms
[2022-03-22 09:41:20 main:574] : INFO : Epoch 2044 | loss: 0.0311435 | val_loss: 0.0311683 | Time: 2279.81 ms
[2022-03-22 09:41:22 main:574] : INFO : Epoch 2045 | loss: 0.0311454 | val_loss: 0.0311639 | Time: 2251.44 ms
[2022-03-22 09:41:24 main:574] : INFO : Epoch 2046 | loss: 0.0311425 | val_loss: 0.0311595 | Time: 2235.5 ms
[2022-03-22 09:41:26 main:574] : INFO : Epoch 2047 | loss: 0.0311426 | val_loss: 0.0311648 | Time: 2223.77 ms
[2022-03-22 09:41:29 main:574] : INFO : Epoch 2048 | loss: 0.031146 | val_loss: 0.0311632 | Time: 2245.47 ms
[2022-03-22 09:41:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311632
[2022-03-22 09:41:29 main:603] : INFO : Saving end state to config to file
[2022-03-22 09:41:29 main:608] : INFO : Success, exiting..
09:41:29 (17740): 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)