Task 3752652
| Name | ParityModified-1611092026-19481-1_1 |
| Workunit | 1927717 |
| Created | 21 Jan 2021, 22:27:50 UTC |
| Sent | 21 Jan 2021, 22:30:04 UTC |
| Report deadline | 28 Jan 2021, 22:30:04 UTC |
| Received | 22 Jan 2021, 8:45:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 55 min 33 sec |
| CPU time | 54 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311226 | val_loss: 0.031159 | Time: 1621.67 ms
[2021-01-22 00:26:59 main:574] : INFO : Epoch 1543 | loss: 0.0311201 | val_loss: 0.0311636 | Time: 1602.64 ms
[2021-01-22 00:27:00 main:574] : INFO : Epoch 1544 | loss: 0.0311238 | val_loss: 0.0311649 | Time: 1569.06 ms
[2021-01-22 00:27:02 main:574] : INFO : Epoch 1545 | loss: 0.0311227 | val_loss: 0.0311622 | Time: 1602.19 ms
[2021-01-22 00:27:04 main:574] : INFO : Epoch 1546 | loss: 0.0311202 | val_loss: 0.0311572 | Time: 1608.21 ms
[2021-01-22 00:27:05 main:574] : INFO : Epoch 1547 | loss: 0.0311189 | val_loss: 0.0311646 | Time: 1577 ms
[2021-01-22 00:27:07 main:574] : INFO : Epoch 1548 | loss: 0.0311231 | val_loss: 0.0311592 | Time: 1560.03 ms
[2021-01-22 00:27:08 main:574] : INFO : Epoch 1549 | loss: 0.0311253 | val_loss: 0.0311598 | Time: 1606.4 ms
[2021-01-22 00:27:10 main:574] : INFO : Epoch 1550 | loss: 0.0311283 | val_loss: 0.0311782 | Time: 1653.63 ms
[2021-01-22 00:27:12 main:574] : INFO : Epoch 1551 | loss: 0.0311357 | val_loss: 0.0311631 | Time: 1563.14 ms
[2021-01-22 00:27:13 main:574] : INFO : Epoch 1552 | loss: 0.0311254 | val_loss: 0.0311599 | Time: 1576.45 ms
[2021-01-22 00:27:15 main:574] : INFO : Epoch 1553 | loss: 0.0311223 | val_loss: 0.0311606 | Time: 1589.61 ms
[2021-01-22 00:27:17 main:574] : INFO : Epoch 1554 | loss: 0.031126 | val_loss: 0.0311662 | Time: 1610.63 ms
[2021-01-22 00:27:18 main:574] : INFO : Epoch 1555 | loss: 0.0311291 | val_loss: 0.031159 | Time: 1618.18 ms
[2021-01-22 00:27:20 main:574] : INFO : Epoch 1556 | loss: 0.0311257 | val_loss: 0.0311575 | Time: 1602.12 ms
[2021-01-22 00:27:21 main:574] : INFO : Epoch 1557 | loss: 0.0311249 | val_loss: 0.0311638 | Time: 1590.9 ms
[2021-01-22 00:27:23 main:574] : INFO : Epoch 1558 | loss: 0.0311269 | val_loss: 0.0311599 | Time: 1572.91 ms
[2021-01-22 00:27:25 main:574] : INFO : Epoch 1559 | loss: 0.0311233 | val_loss: 0.0311588 | Time: 1595.36 ms
[2021-01-22 00:27:26 main:574] : INFO : Epoch 1560 | loss: 0.0311213 | val_loss: 0.0311567 | Time: 1590.57 ms
[2021-01-22 00:27:28 main:574] : INFO : Epoch 1561 | loss: 0.0311251 | val_loss: 0.0311581 | Time: 1598.63 ms
[2021-01-22 00:27:29 main:574] : INFO : Epoch 1562 | loss: 0.0311331 | val_loss: 0.0311618 | Time: 1575.52 ms
[2021-01-22 00:27:31 main:574] : INFO : Epoch 1563 | loss: 0.0311236 | val_loss: 0.0311578 | Time: 1597.66 ms
[2021-01-22 00:27:33 main:574] : INFO : Epoch 1564 | loss: 0.0311223 | val_loss: 0.0311603 | Time: 1592.25 ms
[2021-01-22 00:27:34 main:574] : INFO : Epoch 1565 | loss: 0.0311235 | val_loss: 0.0311625 | Time: 1576.82 ms
[2021-01-22 00:27:36 main:574] : INFO : Epoch 1566 | loss: 0.0311224 | val_loss: 0.031164 | Time: 1589.92 ms
[2021-01-22 00:27:37 main:574] : INFO : Epoch 1567 | loss: 0.0311186 | val_loss: 0.0311632 | Time: 1593.08 ms
[2021-01-22 00:27:39 main:574] : INFO : Epoch 1568 | loss: 0.0311162 | val_loss: 0.031176 | Time: 1595.93 ms
[2021-01-22 00:27:41 main:574] : INFO : Epoch 1569 | loss: 0.0311169 | val_loss: 0.0311698 | Time: 1571.06 ms
[2021-01-22 00:27:42 main:574] : INFO : Epoch 1570 | loss: 0.0311198 | val_loss: 0.0311574 | Time: 1606.49 ms
[2021-01-22 00:27:44 main:574] : INFO : Epoch 1571 | loss: 0.031122 | val_loss: 0.0311583 | Time: 1615.31 ms
[2021-01-22 00:27:45 main:574] : INFO : Epoch 1572 | loss: 0.031122 | val_loss: 0.0311603 | Time: 1611.81 ms
[2021-01-22 00:27:47 main:574] : INFO : Epoch 1573 | loss: 0.031126 | val_loss: 0.0311654 | Time: 1587.34 ms
[2021-01-22 00:27:49 main:574] : INFO : Epoch 1574 | loss: 0.0311334 | val_loss: 0.0311666 | Time: 1575.59 ms
[2021-01-22 00:27:50 main:574] : INFO : Epoch 1575 | loss: 0.0311296 | val_loss: 0.0311656 | Time: 1620.25 ms
[2021-01-22 00:27:52 main:574] : INFO : Epoch 1576 | loss: 0.0311252 | val_loss: 0.0311687 | Time: 1593.97 ms
[2021-01-22 00:27:54 main:574] : INFO : Epoch 1577 | loss: 0.0311242 | val_loss: 0.0311621 | Time: 1620.05 ms
[2021-01-22 00:27:55 main:574] : INFO : Epoch 1578 | loss: 0.0311217 | val_loss: 0.0311646 | Time: 1566.95 ms
[2021-01-22 00:27:57 main:574] : INFO : Epoch 1579 | loss: 0.0311189 | val_loss: 0.0311606 | Time: 1601.33 ms
[2021-01-22 00:27:58 main:574] : INFO : Epoch 1580 | loss: 0.0311194 | val_loss: 0.0311592 | Time: 1630.91 ms
[2021-01-22 00:28:00 main:574] : INFO : Epoch 1581 | loss: 0.0311169 | val_loss: 0.0311698 | Time: 1621.11 ms
[2021-01-22 00:28:02 main:574] : INFO : Epoch 1582 | loss: 0.0311229 | val_loss: 0.0311607 | Time: 1601.87 ms
[2021-01-22 00:28:03 main:574] : INFO : Epoch 1583 | loss: 0.0311291 | val_loss: 0.0311678 | Time: 1597.06 ms
[2021-01-22 00:28:05 main:574] : INFO : Epoch 1584 | loss: 0.031128 | val_loss: 0.0311707 | Time: 1592.21 ms
[2021-01-22 00:28:06 main:574] : INFO : Epoch 1585 | loss: 0.0311224 | val_loss: 0.0311674 | Time: 1591.43 ms
[2021-01-22 00:28:08 main:574] : INFO : Epoch 1586 | loss: 0.0311308 | val_loss: 0.0311796 | Time: 1580.38 ms
[2021-01-22 00:28:10 main:574] : INFO : Epoch 1587 | loss: 0.0311344 | val_loss: 0.0311664 | Time: 1559.8 ms
[2021-01-22 00:28:11 main:574] : INFO : Epoch 1588 | loss: 0.0311265 | val_loss: 0.0311697 | Time: 1582.46 ms
[2021-01-22 00:28:13 main:574] : INFO : Epoch 1589 | loss: 0.0311223 | val_loss: 0.0311692 | Time: 1606.28 ms
[2021-01-22 00:28:14 main:574] : INFO : Epoch 1590 | loss: 0.0311396 | val_loss: 0.0311628 | Time: 1603.71 ms
[2021-01-22 00:28:16 main:574] : INFO : Epoch 1591 | loss: 0.0311408 | val_loss: 0.0311583 | Time: 1622.77 ms
[2021-01-22 00:28:18 main:574] : INFO : Epoch 1592 | loss: 0.0311397 | val_loss: 0.0311633 | Time: 1628.3 ms
[2021-01-22 00:28:19 main:574] : INFO : Epoch 1593 | loss: 0.0311321 | val_loss: 0.0311608 | Time: 1594.49 ms
[2021-01-22 00:28:21 main:574] : INFO : Epoch 1594 | loss: 0.0311319 | val_loss: 0.0311642 | Time: 1615.03 ms
[2021-01-22 00:28:22 main:574] : INFO : Epoch 1595 | loss: 0.0311352 | val_loss: 0.0311634 | Time: 1573.57 ms
[2021-01-22 00:28:24 main:574] : INFO : Epoch 1596 | loss: 0.031128 | val_loss: 0.0311662 | Time: 1597.17 ms
[2021-01-22 00:28:26 main:574] : INFO : Epoch 1597 | loss: 0.031135 | val_loss: 0.0311672 | Time: 1543.74 ms
[2021-01-22 00:28:27 main:574] : INFO : Epoch 1598 | loss: 0.0311241 | val_loss: 0.0311567 | Time: 1590.78 ms
[2021-01-22 00:28:29 main:574] : INFO : Epoch 1599 | loss: 0.0311188 | val_loss: 0.0311667 | Time: 1590.07 ms
[2021-01-22 00:28:30 main:574] : INFO : Epoch 1600 | loss: 0.0311214 | val_loss: 0.0311569 | Time: 1602.73 ms
[2021-01-22 00:28:32 main:574] : INFO : Epoch 1601 | loss: 0.0311212 | val_loss: 0.0311606 | Time: 1588.7 ms
[2021-01-22 00:28:34 main:574] : INFO : Epoch 1602 | loss: 0.031125 | val_loss: 0.0311614 | Time: 1603.81 ms
[2021-01-22 00:28:35 main:574] : INFO : Epoch 1603 | loss: 0.0311265 | val_loss: 0.0311564 | Time: 1603.68 ms
[2021-01-22 00:28:37 main:574] : INFO : Epoch 1604 | loss: 0.0311204 | val_loss: 0.0311586 | Time: 1562.11 ms
[2021-01-22 00:28:38 main:574] : INFO : Epoch 1605 | loss: 0.0311255 | val_loss: 0.0311591 | Time: 1619.16 ms
[2021-01-22 00:28:40 main:574] : INFO : Epoch 1606 | loss: 0.0311208 | val_loss: 0.0311611 | Time: 1591.31 ms
[2021-01-22 00:28:42 main:574] : INFO : Epoch 1607 | loss: 0.0311271 | val_loss: 0.0311625 | Time: 1606.47 ms
[2021-01-22 00:28:43 main:574] : INFO : Epoch 1608 | loss: 0.0311275 | val_loss: 0.0311576 | Time: 1630.64 ms
[2021-01-22 00:28:45 main:574] : INFO : Epoch 1609 | loss: 0.0311207 | val_loss: 0.031158 | Time: 1584.05 ms
[2021-01-22 00:28:47 main:574] : INFO : Epoch 1610 | loss: 0.0311228 | val_loss: 0.0311589 | Time: 1654.39 ms
[2021-01-22 00:28:48 main:574] : INFO : Epoch 1611 | loss: 0.0311227 | val_loss: 0.0311636 | Time: 1640.39 ms
[2021-01-22 00:28:50 main:574] : INFO : Epoch 1612 | loss: 0.0311231 | val_loss: 0.0311676 | Time: 1648.44 ms
[2021-01-22 00:28:52 main:574] : INFO : Epoch 1613 | loss: 0.0311188 | val_loss: 0.0311637 | Time: 1666.97 ms
[2021-01-22 00:28:53 main:574] : INFO : Epoch 1614 | loss: 0.0311173 | val_loss: 0.0311602 | Time: 1632.77 ms
[2021-01-22 00:28:55 main:574] : INFO : Epoch 1615 | loss: 0.0311322 | val_loss: 0.0311655 | Time: 1584.84 ms
[2021-01-22 00:28:56 main:574] : INFO : Epoch 1616 | loss: 0.0311344 | val_loss: 0.0311631 | Time: 1605.9 ms
[2021-01-22 00:28:58 main:574] : INFO : Epoch 1617 | loss: 0.0311279 | val_loss: 0.0311647 | Time: 1580.23 ms
[2021-01-22 00:29:00 main:574] : INFO : Epoch 1618 | loss: 0.031129 | val_loss: 0.0311588 | Time: 1630.1 ms
[2021-01-22 00:29:01 main:574] : INFO : Epoch 1619 | loss: 0.0311248 | val_loss: 0.0311718 | Time: 1600.31 ms
[2021-01-22 00:29:03 main:574] : INFO : Epoch 1620 | loss: 0.0311216 | val_loss: 0.0311682 | Time: 1566.44 ms
[2021-01-22 00:29:05 main:574] : INFO : Epoch 1621 | loss: 0.0311197 | val_loss: 0.0311653 | Time: 1606.03 ms
[2021-01-22 00:29:06 main:574] : INFO : Epoch 1622 | loss: 0.0311167 | val_loss: 0.0311558 | Time: 1644.77 ms
[2021-01-22 00:29:08 main:574] : INFO : Epoch 1623 | loss: 0.0311147 | val_loss: 0.0311591 | Time: 1597.04 ms
[2021-01-22 00:29:09 main:574] : INFO : Epoch 1624 | loss: 0.0311153 | val_loss: 0.0311556 | Time: 1598.56 ms
[2021-01-22 00:29:11 main:574] : INFO : Epoch 1625 | loss: 0.0311128 | val_loss: 0.0311587 | Time: 1603.57 ms
[2021-01-22 00:29:13 main:574] : INFO : Epoch 1626 | loss: 0.0311209 | val_loss: 0.031162 | Time: 1599.18 ms
[2021-01-22 00:29:14 main:574] : INFO : Epoch 1627 | loss: 0.0311279 | val_loss: 0.0311579 | Time: 1568.91 ms
[2021-01-22 00:29:16 main:574] : INFO : Epoch 1628 | loss: 0.0311233 | val_loss: 0.0311579 | Time: 1612.28 ms
[2021-01-22 00:29:17 main:574] : INFO : Epoch 1629 | loss: 0.0311226 | val_loss: 0.0311594 | Time: 1601.41 ms
[2021-01-22 00:29:19 main:574] : INFO : Epoch 1630 | loss: 0.0311192 | val_loss: 0.0311534 | Time: 1593.57 ms
[2021-01-22 00:29:21 main:574] : INFO : Epoch 1631 | loss: 0.0311312 | val_loss: 0.0311628 | Time: 1601.48 ms
[2021-01-22 00:29:22 main:574] : INFO : Epoch 1632 | loss: 0.0311277 | val_loss: 0.0311624 | Time: 1626.62 ms
[2021-01-22 00:29:24 main:574] : INFO : Epoch 1633 | loss: 0.0311288 | val_loss: 0.0311574 | Time: 1561.93 ms
[2021-01-22 00:29:26 main:574] : INFO : Epoch 1634 | loss: 0.0311269 | val_loss: 0.0311642 | Time: 1619.63 ms
[2021-01-22 00:29:27 main:574] : INFO : Epoch 1635 | loss: 0.0311266 | val_loss: 0.0311604 | Time: 1608.52 ms
[2021-01-22 00:29:29 main:574] : INFO : Epoch 1636 | loss: 0.0311207 | val_loss: 0.0311596 | Time: 1629.31 ms
[2021-01-22 00:29:30 main:574] : INFO : Epoch 1637 | loss: 0.0311181 | val_loss: 0.031159 | Time: 1593.69 ms
[2021-01-22 00:29:32 main:574] : INFO : Epoch 1638 | loss: 0.0311188 | val_loss: 0.0311662 | Time: 1582.05 ms
[2021-01-22 00:29:34 main:574] : INFO : Epoch 1639 | loss: 0.0311189 | val_loss: 0.0311617 | Time: 1598.37 ms
[2021-01-22 00:29:35 main:574] : INFO : Epoch 1640 | loss: 0.0311196 | val_loss: 0.0311598 | Time: 1548.93 ms
[2021-01-22 00:29:37 main:574] : INFO : Epoch 1641 | loss: 0.0311177 | val_loss: 0.0311632 | Time: 1570.38 ms
[2021-01-22 00:29:38 main:574] : INFO : Epoch 1642 | loss: 0.0311164 | val_loss: 0.0311571 | Time: 1592.89 ms
[2021-01-22 00:29:40 main:574] : INFO : Epoch 1643 | loss: 0.0311183 | val_loss: 0.031165 | Time: 1640.98 ms
[2021-01-22 00:29:42 main:574] : INFO : Epoch 1644 | loss: 0.0311186 | val_loss: 0.0311604 | Time: 1595 ms
[2021-01-22 00:29:43 main:574] : INFO : Epoch 1645 | loss: 0.0311154 | val_loss: 0.0311626 | Time: 1575.82 ms
[2021-01-22 00:29:45 main:574] : INFO : Epoch 1646 | loss: 0.031117 | val_loss: 0.0311592 | Time: 1598.24 ms
[2021-01-22 00:29:46 main:574] : INFO : Epoch 1647 | loss: 0.0311193 | val_loss: 0.0311651 | Time: 1619.79 ms
[2021-01-22 00:29:48 main:574] : INFO : Epoch 1648 | loss: 0.0311306 | val_loss: 0.0311594 | Time: 1598.5 ms
[2021-01-22 00:29:50 main:574] : INFO : Epoch 1649 | loss: 0.031133 | val_loss: 0.0311586 | Time: 1622.14 ms
[2021-01-22 00:29:51 main:574] : INFO : Epoch 1650 | loss: 0.0311293 | val_loss: 0.0311563 | Time: 1584.4 ms
[2021-01-22 00:29:53 main:574] : INFO : Epoch 1651 | loss: 0.0311315 | val_loss: 0.0311734 | Time: 1647.13 ms
[2021-01-22 00:29:55 main:574] : INFO : Epoch 1652 | loss: 0.0311588 | val_loss: 0.0311648 | Time: 1624.72 ms
[2021-01-22 00:29:56 main:574] : INFO : Epoch 1653 | loss: 0.0311522 | val_loss: 0.0311656 | Time: 1583.83 ms
[2021-01-22 00:29:58 main:574] : INFO : Epoch 1654 | loss: 0.0311432 | val_loss: 0.0311636 | Time: 1593.56 ms
[2021-01-22 00:29:59 main:574] : INFO : Epoch 1655 | loss: 0.0311417 | val_loss: 0.0311634 | Time: 1593.79 ms
[2021-01-22 00:30:01 main:574] : INFO : Epoch 1656 | loss: 0.0311386 | val_loss: 0.0311618 | Time: 1637.7 ms
[2021-01-22 00:30:03 main:574] : INFO : Epoch 1657 | loss: 0.031135 | val_loss: 0.0311611 | Time: 1601.3 ms
[2021-01-22 00:30:04 main:574] : INFO : Epoch 1658 | loss: 0.0311331 | val_loss: 0.0311599 | Time: 1615.65 ms
[2021-01-22 00:30:06 main:574] : INFO : Epoch 1659 | loss: 0.0311346 | val_loss: 0.0311535 | Time: 1596.16 ms
[2021-01-22 00:30:08 main:574] : INFO : Epoch 1660 | loss: 0.0311324 | val_loss: 0.0311623 | Time: 1633.25 ms
[2021-01-22 00:30:09 main:574] : INFO : Epoch 1661 | loss: 0.0311317 | val_loss: 0.0311576 | Time: 1560.48 ms
[2021-01-22 00:30:11 main:574] : INFO : Epoch 1662 | loss: 0.0311262 | val_loss: 0.0311611 | Time: 1601.3 ms
[2021-01-22 00:30:12 main:574] : INFO : Epoch 1663 | loss: 0.0311268 | val_loss: 0.0311604 | Time: 1590.67 ms
[2021-01-22 00:30:14 main:574] : INFO : Epoch 1664 | loss: 0.0311281 | val_loss: 0.031168 | Time: 1606.15 ms
[2021-01-22 00:30:15 main:574] : INFO : Epoch 1665 | loss: 0.0311273 | val_loss: 0.0311572 | Time: 1531.22 ms
[2021-01-22 00:30:17 main:574] : INFO : Epoch 1666 | loss: 0.0311213 | val_loss: 0.0311547 | Time: 1603.26 ms
[2021-01-22 00:30:19 main:574] : INFO : Epoch 1667 | loss: 0.0311224 | val_loss: 0.0311565 | Time: 1572.55 ms
[2021-01-22 00:30:20 main:574] : INFO : Epoch 1668 | loss: 0.0311238 | val_loss: 0.0311665 | Time: 1640.18 ms
[2021-01-22 00:30:22 main:574] : INFO : Epoch 1669 | loss: 0.0311222 | val_loss: 0.0311627 | Time: 1581.23 ms
[2021-01-22 00:30:24 main:574] : INFO : Epoch 1670 | loss: 0.0311207 | val_loss: 0.031165 | Time: 1631.43 ms
[2021-01-22 00:30:25 main:574] : INFO : Epoch 1671 | loss: 0.0311168 | val_loss: 0.0311603 | Time: 1601.38 ms
[2021-01-22 00:30:27 main:574] : INFO : Epoch 1672 | loss: 0.0311157 | val_loss: 0.0311565 | Time: 1619.22 ms
[2021-01-22 00:30:28 main:574] : INFO : Epoch 1673 | loss: 0.0311197 | val_loss: 0.0311662 | Time: 1549.39 ms
[2021-01-22 00:30:30 main:574] : INFO : Epoch 1674 | loss: 0.0311162 | val_loss: 0.0311648 | Time: 1599.52 ms
[2021-01-22 00:30:32 main:574] : INFO : Epoch 1675 | loss: 0.0311561 | val_loss: 0.0311637 | Time: 1593.77 ms
[2021-01-22 00:30:33 main:574] : INFO : Epoch 1676 | loss: 0.0311533 | val_loss: 0.031163 | Time: 1634.85 ms
[2021-01-22 00:30:35 main:574] : INFO : Epoch 1677 | loss: 0.0311526 | val_loss: 0.0311639 | Time: 1581.58 ms
[2021-01-22 00:30:36 main:574] : INFO : Epoch 1678 | loss: 0.0311465 | val_loss: 0.0311642 | Time: 1599.66 ms
[2021-01-22 00:30:38 main:574] : INFO : Epoch 1679 | loss: 0.0311425 | val_loss: 0.0311571 | Time: 1579.49 ms
[2021-01-22 00:30:40 main:574] : INFO : Epoch 1680 | loss: 0.0311388 | val_loss: 0.0311579 | Time: 1579.61 ms
[2021-01-22 00:30:41 main:574] : INFO : Epoch 1681 | loss: 0.0311357 | val_loss: 0.0311563 | Time: 1603.62 ms
[2021-01-22 00:30:43 main:574] : INFO : Epoch 1682 | loss: 0.0311356 | val_loss: 0.0311625 | Time: 1594.07 ms
[2021-01-22 00:30:44 main:574] : INFO : Epoch 1683 | loss: 0.0311325 | val_loss: 0.0311582 | Time: 1617.12 ms
[2021-01-22 00:30:46 main:574] : INFO : Epoch 1684 | loss: 0.0311286 | val_loss: 0.0311545 | Time: 1580.89 ms
[2021-01-22 00:30:48 main:574] : INFO : Epoch 1685 | loss: 0.0311283 | val_loss: 0.0311596 | Time: 1612.49 ms
[2021-01-22 00:30:49 main:574] : INFO : Epoch 1686 | loss: 0.0311276 | val_loss: 0.0311517 | Time: 1604.81 ms
[2021-01-22 00:30:51 main:574] : INFO : Epoch 1687 | loss: 0.0311238 | val_loss: 0.0311589 | Time: 1601.08 ms
[2021-01-22 00:30:53 main:574] : INFO : Epoch 1688 | loss: 0.0311266 | val_loss: 0.031154 | Time: 1633.46 ms
[2021-01-22 00:30:54 main:574] : INFO : Epoch 1689 | loss: 0.0311245 | val_loss: 0.0311576 | Time: 1551.23 ms
[2021-01-22 00:30:56 main:574] : INFO : Epoch 1690 | loss: 0.0311234 | val_loss: 0.0311581 | Time: 1593.58 ms
[2021-01-22 00:30:57 main:574] : INFO : Epoch 1691 | loss: 0.0311218 | val_loss: 0.0311603 | Time: 1615.07 ms
[2021-01-22 00:30:59 main:574] : INFO : Epoch 1692 | loss: 0.031129 | val_loss: 0.0311665 | Time: 1591.45 ms
[2021-01-22 00:31:01 main:574] : INFO : Epoch 1693 | loss: 0.0311271 | val_loss: 0.0311571 | Time: 1585.32 ms
[2021-01-22 00:31:02 main:574] : INFO : Epoch 1694 | loss: 0.0311223 | val_loss: 0.0311633 | Time: 1604.19 ms
[2021-01-22 00:31:04 main:574] : INFO : Epoch 1695 | loss: 0.031121 | val_loss: 0.0311647 | Time: 1618.86 ms
[2021-01-22 00:31:05 main:574] : INFO : Epoch 1696 | loss: 0.0311193 | val_loss: 0.0311591 | Time: 1601.19 ms
[2021-01-22 00:31:07 main:574] : INFO : Epoch 1697 | loss: 0.031123 | val_loss: 0.031169 | Time: 1592.34 ms
[2021-01-22 00:31:09 main:574] : INFO : Epoch 1698 | loss: 0.0311212 | val_loss: 0.0311644 | Time: 1609.86 ms
[2021-01-22 00:31:10 main:574] : INFO : Epoch 1699 | loss: 0.0311203 | val_loss: 0.0311611 | Time: 1634.92 ms
[2021-01-22 00:31:12 main:574] : INFO : Epoch 1700 | loss: 0.0311202 | val_loss: 0.0311615 | Time: 1599.27 ms
[2021-01-22 00:31:14 main:574] : INFO : Epoch 1701 | loss: 0.0311228 | val_loss: 0.0311596 | Time: 1619.58 ms
[2021-01-22 00:31:15 main:574] : INFO : Epoch 1702 | loss: 0.0311205 | val_loss: 0.0311624 | Time: 1596.78 ms
[2021-01-22 00:31:17 main:574] : INFO : Epoch 1703 | loss: 0.0311181 | val_loss: 0.0311602 | Time: 1595.47 ms
[2021-01-22 00:31:18 main:574] : INFO : Epoch 1704 | loss: 0.0311175 | val_loss: 0.0311671 | Time: 1660 ms
[2021-01-22 00:31:20 main:574] : INFO : Epoch 1705 | loss: 0.0311211 | val_loss: 0.031165 | Time: 1570.81 ms
[2021-01-22 00:31:22 main:574] : INFO : Epoch 1706 | loss: 0.0311215 | val_loss: 0.03116 | Time: 1570.62 ms
[2021-01-22 00:31:23 main:574] : INFO : Epoch 1707 | loss: 0.0311181 | val_loss: 0.0311622 | Time: 1623.23 ms
[2021-01-22 00:31:25 main:574] : INFO : Epoch 1708 | loss: 0.0311184 | val_loss: 0.0311605 | Time: 1582.68 ms
[2021-01-22 00:31:26 main:574] : INFO : Epoch 1709 | loss: 0.0311184 | val_loss: 0.0311579 | Time: 1622.35 ms
[2021-01-22 00:31:28 main:574] : INFO : Epoch 1710 | loss: 0.0311155 | val_loss: 0.0311619 | Time: 1581.82 ms
[2021-01-22 00:31:30 main:574] : INFO : Epoch 1711 | loss: 0.0311153 | val_loss: 0.0311612 | Time: 1645.3 ms
[2021-01-22 00:31:31 main:574] : INFO : Epoch 1712 | loss: 0.0311209 | val_loss: 0.0311674 | Time: 1613.44 ms
[2021-01-22 00:31:33 main:574] : INFO : Epoch 1713 | loss: 0.0311193 | val_loss: 0.0311646 | Time: 1657.84 ms
[2021-01-22 00:31:35 main:574] : INFO : Epoch 1714 | loss: 0.0311155 | val_loss: 0.0311663 | Time: 1624.02 ms
[2021-01-22 00:31:36 main:574] : INFO : Epoch 1715 | loss: 0.0311224 | val_loss: 0.0311559 | Time: 1624.32 ms
[2021-01-22 00:31:38 main:574] : INFO : Epoch 1716 | loss: 0.0311312 | val_loss: 0.0311628 | Time: 1645.89 ms
[2021-01-22 00:31:40 main:574] : INFO : Epoch 1717 | loss: 0.0311267 | val_loss: 0.0311532 | Time: 1599.88 ms
[2021-01-22 00:31:41 main:574] : INFO : Epoch 1718 | loss: 0.0311215 | val_loss: 0.0311602 | Time: 1597.44 ms
[2021-01-22 00:31:43 main:574] : INFO : Epoch 1719 | loss: 0.0311234 | val_loss: 0.0311731 | Time: 1614.09 ms
[2021-01-22 00:31:44 main:574] : INFO : Epoch 1720 | loss: 0.031117 | val_loss: 0.031166 | Time: 1565.58 ms
[2021-01-22 00:31:46 main:574] : INFO : Epoch 1721 | loss: 0.0311182 | val_loss: 0.03116 | Time: 1630.5 ms
[2021-01-22 00:31:48 main:574] : INFO : Epoch 1722 | loss: 0.0311184 | val_loss: 0.0311606 | Time: 1645.18 ms
[2021-01-22 00:31:49 main:574] : INFO : Epoch 1723 | loss: 0.0311186 | val_loss: 0.0311635 | Time: 1627.19 ms
[2021-01-22 00:31:51 main:574] : INFO : Epoch 1724 | loss: 0.031116 | val_loss: 0.0311568 | Time: 1596.18 ms
[2021-01-22 00:31:52 main:574] : INFO : Epoch 1725 | loss: 0.0311107 | val_loss: 0.0311607 | Time: 1576.64 ms
[2021-01-22 00:31:54 main:574] : INFO : Epoch 1726 | loss: 0.0311117 | val_loss: 0.0311609 | Time: 1581.4 ms
[2021-01-22 00:31:56 main:574] : INFO : Epoch 1727 | loss: 0.0311143 | val_loss: 0.0311635 | Time: 1588.33 ms
[2021-01-22 00:31:57 main:574] : INFO : Epoch 1728 | loss: 0.031112 | val_loss: 0.0311606 | Time: 1626.83 ms
[2021-01-22 00:31:59 main:574] : INFO : Epoch 1729 | loss: 0.0311159 | val_loss: 0.0311592 | Time: 1628.57 ms
[2021-01-22 00:32:01 main:574] : INFO : Epoch 1730 | loss: 0.0311183 | val_loss: 0.0311657 | Time: 1592.41 ms
[2021-01-22 00:32:02 main:574] : INFO : Epoch 1731 | loss: 0.0311168 | val_loss: 0.0311646 | Time: 1596.5 ms
[2021-01-22 00:32:04 main:574] : INFO : Epoch 1732 | loss: 0.031116 | val_loss: 0.0311603 | Time: 1629.15 ms
[2021-01-22 00:32:05 main:574] : INFO : Epoch 1733 | loss: 0.031117 | val_loss: 0.0311643 | Time: 1636.85 ms
[2021-01-22 00:32:07 main:574] : INFO : Epoch 1734 | loss: 0.0311152 | val_loss: 0.0311762 | Time: 1595.29 ms
[2021-01-22 00:32:09 main:574] : INFO : Epoch 1735 | loss: 0.0311153 | val_loss: 0.0311762 | Time: 1602.32 ms
[2021-01-22 00:32:10 main:574] : INFO : Epoch 1736 | loss: 0.0311171 | val_loss: 0.0311636 | Time: 1761.04 ms
[2021-01-22 00:32:12 main:574] : INFO : Epoch 1737 | loss: 0.0311198 | val_loss: 0.0311614 | Time: 1623.51 ms
[2021-01-22 00:32:14 main:574] : INFO : Epoch 1738 | loss: 0.0311201 | val_loss: 0.0311684 | Time: 1647.05 ms
[2021-01-22 00:32:15 main:574] : INFO : Epoch 1739 | loss: 0.0311187 | val_loss: 0.0311672 | Time: 1624.53 ms
[2021-01-22 00:32:17 main:574] : INFO : Epoch 1740 | loss: 0.0311135 | val_loss: 0.03116 | Time: 1584.7 ms
[2021-01-22 00:32:19 main:574] : INFO : Epoch 1741 | loss: 0.0311178 | val_loss: 0.0311612 | Time: 1636.72 ms
[2021-01-22 00:32:20 main:574] : INFO : Epoch 1742 | loss: 0.0311176 | val_loss: 0.0311683 | Time: 1571.13 ms
[2021-01-22 00:32:22 main:574] : INFO : Epoch 1743 | loss: 0.0311155 | val_loss: 0.0311647 | Time: 1585.71 ms
[2021-01-22 00:32:23 main:574] : INFO : Epoch 1744 | loss: 0.0311117 | val_loss: 0.0311646 | Time: 1574.5 ms
[2021-01-22 00:32:25 main:574] : INFO : Epoch 1745 | loss: 0.0311139 | val_loss: 0.0311654 | Time: 1606.85 ms
[2021-01-22 00:32:27 main:574] : INFO : Epoch 1746 | loss: 0.031113 | val_loss: 0.0311764 | Time: 1610 ms
[2021-01-22 00:32:28 main:574] : INFO : Epoch 1747 | loss: 0.0311195 | val_loss: 0.031167 | Time: 1654.47 ms
[2021-01-22 00:32:30 main:574] : INFO : Epoch 1748 | loss: 0.0311192 | val_loss: 0.0311696 | Time: 1630.98 ms
[2021-01-22 00:32:32 main:574] : INFO : Epoch 1749 | loss: 0.0311183 | val_loss: 0.031167 | Time: 1637.78 ms
[2021-01-22 00:32:33 main:574] : INFO : Epoch 1750 | loss: 0.03113 | val_loss: 0.0311586 | Time: 1583.95 ms
[2021-01-22 00:32:35 main:574] : INFO : Epoch 1751 | loss: 0.0311287 | val_loss: 0.0311616 | Time: 1607.83 ms
[2021-01-22 00:32:36 main:574] : INFO : Epoch 1752 | loss: 0.0311243 | val_loss: 0.0311673 | Time: 1634.84 ms
[2021-01-22 00:32:38 main:574] : INFO : Epoch 1753 | loss: 0.0311168 | val_loss: 0.0311663 | Time: 1559.89 ms
[2021-01-22 00:32:40 main:574] : INFO : Epoch 1754 | loss: 0.0311184 | val_loss: 0.0311764 | Time: 1598.22 ms
[2021-01-22 00:32:41 main:574] : INFO : Epoch 1755 | loss: 0.031122 | val_loss: 0.031168 | Time: 1619.93 ms
[2021-01-22 00:32:43 main:574] : INFO : Epoch 1756 | loss: 0.0311155 | val_loss: 0.0311669 | Time: 1605.86 ms
[2021-01-22 00:32:45 main:574] : INFO : Epoch 1757 | loss: 0.0311153 | val_loss: 0.0311652 | Time: 1626.38 ms
[2021-01-22 00:32:46 main:574] : INFO : Epoch 1758 | loss: 0.0311133 | val_loss: 0.0311659 | Time: 1598.55 ms
[2021-01-22 00:32:48 main:574] : INFO : Epoch 1759 | loss: 0.031113 | val_loss: 0.0311728 | Time: 1590.84 ms
[2021-01-22 00:32:49 main:574] : INFO : Epoch 1760 | loss: 0.0311144 | val_loss: 0.0311674 | Time: 1546.78 ms
[2021-01-22 00:32:51 main:574] : INFO : Epoch 1761 | loss: 0.0311163 | val_loss: 0.0311643 | Time: 1578.88 ms
[2021-01-22 00:32:52 main:574] : INFO : Epoch 1762 | loss: 0.0311165 | val_loss: 0.0311681 | Time: 1580.3 ms
[2021-01-22 00:32:54 main:574] : INFO : Epoch 1763 | loss: 0.0311203 | val_loss: 0.0311595 | Time: 1590.69 ms
[2021-01-22 00:32:56 main:574] : INFO : Epoch 1764 | loss: 0.0311222 | val_loss: 0.0311626 | Time: 1608.18 ms
[2021-01-22 00:32:57 main:574] : INFO : Epoch 1765 | loss: 0.0311188 | val_loss: 0.0311612 | Time: 1613.7 ms
[2021-01-22 00:32:59 main:574] : INFO : Epoch 1766 | loss: 0.0311139 | val_loss: 0.0311592 | Time: 1608.04 ms
[2021-01-22 00:33:01 main:574] : INFO : Epoch 1767 | loss: 0.0311153 | val_loss: 0.031163 | Time: 1603.8 ms
[2021-01-22 00:33:02 main:574] : INFO : Epoch 1768 | loss: 0.0311227 | val_loss: 0.0311577 | Time: 1611.53 ms
[2021-01-22 00:33:04 main:574] : INFO : Epoch 1769 | loss: 0.0311174 | val_loss: 0.0311645 | Time: 1625.22 ms
[2021-01-22 00:33:05 main:574] : INFO : Epoch 1770 | loss: 0.031111 | val_loss: 0.0311544 | Time: 1591.69 ms
[2021-01-22 00:33:07 main:574] : INFO : Epoch 1771 | loss: 0.0311095 | val_loss: 0.0311596 | Time: 1607.18 ms
[2021-01-22 00:33:09 main:574] : INFO : Epoch 1772 | loss: 0.0311116 | val_loss: 0.0311664 | Time: 1649.08 ms
[2021-01-22 00:33:10 main:574] : INFO : Epoch 1773 | loss: 0.0311128 | val_loss: 0.031165 | Time: 1620.71 ms
[2021-01-22 00:33:12 main:574] : INFO : Epoch 1774 | loss: 0.0311125 | val_loss: 0.0311636 | Time: 1616.97 ms
[2021-01-22 00:33:14 main:574] : INFO : Epoch 1775 | loss: 0.0311107 | val_loss: 0.0311608 | Time: 1596.63 ms
[2021-01-22 00:33:15 main:574] : INFO : Epoch 1776 | loss: 0.0311131 | val_loss: 0.0311695 | Time: 1608.92 ms
[2021-01-22 00:33:17 main:574] : INFO : Epoch 1777 | loss: 0.0311136 | val_loss: 0.0311622 | Time: 1546.08 ms
[2021-01-22 00:33:18 main:574] : INFO : Epoch 1778 | loss: 0.031113 | val_loss: 0.0311648 | Time: 1614.65 ms
[2021-01-22 00:33:20 main:574] : INFO : Epoch 1779 | loss: 0.0311103 | val_loss: 0.0311635 | Time: 1547.91 ms
[2021-01-22 00:33:22 main:574] : INFO : Epoch 1780 | loss: 0.0311129 | val_loss: 0.0311647 | Time: 1643.2 ms
[2021-01-22 00:33:23 main:574] : INFO : Epoch 1781 | loss: 0.0311097 | val_loss: 0.0311649 | Time: 1564.08 ms
[2021-01-22 00:33:25 main:574] : INFO : Epoch 1782 | loss: 0.0311084 | val_loss: 0.0311692 | Time: 1600.47 ms
[2021-01-22 00:33:26 main:574] : INFO : Epoch 1783 | loss: 0.0311083 | val_loss: 0.0311648 | Time: 1597.99 ms
[2021-01-22 00:33:28 main:574] : INFO : Epoch 1784 | loss: 0.0311077 | val_loss: 0.0311771 | Time: 1602.96 ms
[2021-01-22 00:33:30 main:574] : INFO : Epoch 1785 | loss: 0.0311095 | val_loss: 0.0311656 | Time: 1562.42 ms
[2021-01-22 00:33:31 main:574] : INFO : Epoch 1786 | loss: 0.0311098 | val_loss: 0.0311714 | Time: 1550.26 ms
[2021-01-22 00:33:33 main:574] : INFO : Epoch 1787 | loss: 0.0311127 | val_loss: 0.0311642 | Time: 1574.03 ms
[2021-01-22 00:33:34 main:574] : INFO : Epoch 1788 | loss: 0.0311061 | val_loss: 0.0311691 | Time: 1631.06 ms
[2021-01-22 00:33:36 main:574] : INFO : Epoch 1789 | loss: 0.0311078 | val_loss: 0.0311721 | Time: 1578.04 ms
[2021-01-22 00:33:38 main:574] : INFO : Epoch 1790 | loss: 0.0311067 | val_loss: 0.0311658 | Time: 1576.88 ms
[2021-01-22 00:33:39 main:574] : INFO : Epoch 1791 | loss: 0.0311142 | val_loss: 0.0311615 | Time: 1603.68 ms
[2021-01-22 00:33:41 main:574] : INFO : Epoch 1792 | loss: 0.0311161 | val_loss: 0.0311554 | Time: 1636.85 ms
[2021-01-22 00:33:42 main:574] : INFO : Epoch 1793 | loss: 0.0311253 | val_loss: 0.0311807 | Time: 1603.47 ms
[2021-01-22 00:33:44 main:574] : INFO : Epoch 1794 | loss: 0.0311283 | val_loss: 0.0311678 | Time: 1605.89 ms
[2021-01-22 00:33:46 main:574] : INFO : Epoch 1795 | loss: 0.0311145 | val_loss: 0.0311692 | Time: 1583.9 ms
[2021-01-22 00:33:47 main:574] : INFO : Epoch 1796 | loss: 0.0311086 | val_loss: 0.0311658 | Time: 1586.63 ms
[2021-01-22 00:33:49 main:574] : INFO : Epoch 1797 | loss: 0.0311099 | val_loss: 0.0311691 | Time: 1616.43 ms
[2021-01-22 00:33:50 main:574] : INFO : Epoch 1798 | loss: 0.0311068 | val_loss: 0.0311694 | Time: 1585.26 ms
[2021-01-22 00:33:52 main:574] : INFO : Epoch 1799 | loss: 0.0311079 | val_loss: 0.0311676 | Time: 1586.29 ms
[2021-01-22 00:33:54 main:574] : INFO : Epoch 1800 | loss: 0.0311098 | val_loss: 0.0311648 | Time: 1565.17 ms
[2021-01-22 00:33:55 main:574] : INFO : Epoch 1801 | loss: 0.0311095 | val_loss: 0.0311675 | Time: 1587.07 ms
[2021-01-22 00:33:57 main:574] : INFO : Epoch 1802 | loss: 0.0311094 | val_loss: 0.0311616 | Time: 1609.54 ms
[2021-01-22 00:33:58 main:574] : INFO : Epoch 1803 | loss: 0.0311112 | val_loss: 0.0311705 | Time: 1577.32 ms
[2021-01-22 00:34:00 main:574] : INFO : Epoch 1804 | loss: 0.0311114 | val_loss: 0.0311655 | Time: 1584.09 ms
[2021-01-22 00:34:02 main:574] : INFO : Epoch 1805 | loss: 0.0311086 | val_loss: 0.0311735 | Time: 1643.17 ms
[2021-01-22 00:34:03 main:574] : INFO : Epoch 1806 | loss: 0.0311109 | val_loss: 0.0311773 | Time: 1618.31 ms
[2021-01-22 00:34:05 main:574] : INFO : Epoch 1807 | loss: 0.0311167 | val_loss: 0.031184 | Time: 1590.73 ms
[2021-01-22 00:34:07 main:574] : INFO : Epoch 1808 | loss: 0.0311108 | val_loss: 0.0311644 | Time: 1596.29 ms
[2021-01-22 00:34:08 main:574] : INFO : Epoch 1809 | loss: 0.0311088 | val_loss: 0.0311658 | Time: 1598.71 ms
[2021-01-22 00:34:10 main:574] : INFO : Epoch 1810 | loss: 0.0311037 | val_loss: 0.0311702 | Time: 1594.94 ms
[2021-01-22 00:34:11 main:574] : INFO : Epoch 1811 | loss: 0.0311234 | val_loss: 0.0311621 | Time: 1629.88 ms
[2021-01-22 00:34:13 main:574] : INFO : Epoch 1812 | loss: 0.031145 | val_loss: 0.0311536 | Time: 1624 ms
[2021-01-22 00:34:15 main:574] : INFO : Epoch 1813 | loss: 0.0311378 | val_loss: 0.0311551 | Time: 1555.29 ms
[2021-01-22 00:34:16 main:574] : INFO : Epoch 1814 | loss: 0.0311362 | val_loss: 0.0311543 | Time: 1606.13 ms
[2021-01-22 00:34:18 main:574] : INFO : Epoch 1815 | loss: 0.0311318 | val_loss: 0.0311572 | Time: 1599.13 ms
[2021-01-22 00:34:19 main:574] : INFO : Epoch 1816 | loss: 0.0311298 | val_loss: 0.0311512 | Time: 1619.88 ms
[2021-01-22 00:34:21 main:574] : INFO : Epoch 1817 | loss: 0.0311252 | val_loss: 0.0311594 | Time: 1654.35 ms
[2021-01-22 00:34:23 main:574] : INFO : Epoch 1818 | loss: 0.0311201 | val_loss: 0.0311588 | Time: 1574.72 ms
[2021-01-22 00:34:24 main:574] : INFO : Epoch 1819 | loss: 0.0311249 | val_loss: 0.0311594 | Time: 1615.24 ms
[2021-01-22 00:34:26 main:574] : INFO : Epoch 1820 | loss: 0.0311201 | val_loss: 0.0311511 | Time: 1600.92 ms
[2021-01-22 00:34:28 main:574] : INFO : Epoch 1821 | loss: 0.0311209 | val_loss: 0.0311612 | Time: 1607.93 ms
[2021-01-22 00:34:29 main:574] : INFO : Epoch 1822 | loss: 0.0311154 | val_loss: 0.0311612 | Time: 1609.36 ms
[2021-01-22 00:34:31 main:574] : INFO : Epoch 1823 | loss: 0.0311118 | val_loss: 0.0311611 | Time: 1556.34 ms
[2021-01-22 00:34:32 main:574] : INFO : Epoch 1824 | loss: 0.0311108 | val_loss: 0.0311604 | Time: 1611.32 ms
[2021-01-22 00:34:34 main:574] : INFO : Epoch 1825 | loss: 0.0311135 | val_loss: 0.0311676 | Time: 1603.98 ms
[2021-01-22 00:34:36 main:574] : INFO : Epoch 1826 | loss: 0.0311099 | val_loss: 0.0311615 | Time: 1598.24 ms
[2021-01-22 00:34:37 main:574] : INFO : Epoch 1827 | loss: 0.0311055 | val_loss: 0.0311774 | Time: 1606.7 ms
[2021-01-22 00:34:39 main:574] : INFO : Epoch 1828 | loss: 0.0311066 | val_loss: 0.031168 | Time: 1647.88 ms
[2021-01-22 00:34:40 main:574] : INFO : Epoch 1829 | loss: 0.0311163 | val_loss: 0.0311614 | Time: 1559.07 ms
[2021-01-22 00:34:42 main:574] : INFO : Epoch 1830 | loss: 0.0311315 | val_loss: 0.0311556 | Time: 1609.42 ms
[2021-01-22 00:34:44 main:574] : INFO : Epoch 1831 | loss: 0.0311324 | val_loss: 0.0311532 | Time: 1593.66 ms
[2021-01-22 00:34:45 main:574] : INFO : Epoch 1832 | loss: 0.0311248 | val_loss: 0.0311516 | Time: 1608.55 ms
[2021-01-22 00:34:47 main:574] : INFO : Epoch 1833 | loss: 0.031118 | val_loss: 0.0311582 | Time: 1574.92 ms
[2021-01-22 00:34:48 main:574] : INFO : Epoch 1834 | loss: 0.0311186 | val_loss: 0.0311575 | Time: 1567.62 ms
[2021-01-22 00:34:50 main:574] : INFO : Epoch 1835 | loss: 0.0311201 | val_loss: 0.0311619 | Time: 1582.67 ms
[2021-01-22 00:34:52 main:574] : INFO : Epoch 1836 | loss: 0.0311165 | val_loss: 0.0311633 | Time: 1648.39 ms
[2021-01-22 00:34:53 main:574] : INFO : Epoch 1837 | loss: 0.0311169 | val_loss: 0.0311622 | Time: 1610.04 ms
[2021-01-22 00:34:55 main:574] : INFO : Epoch 1838 | loss: 0.0311163 | val_loss: 0.0311558 | Time: 1579.62 ms
[2021-01-22 00:34:57 main:574] : INFO : Epoch 1839 | loss: 0.0311202 | val_loss: 0.0311614 | Time: 1596.69 ms
[2021-01-22 00:34:58 main:574] : INFO : Epoch 1840 | loss: 0.031119 | val_loss: 0.0311632 | Time: 1568.65 ms
[2021-01-22 00:35:00 main:574] : INFO : Epoch 1841 | loss: 0.0311134 | val_loss: 0.0311541 | Time: 1593.79 ms
[2021-01-22 00:35:01 main:574] : INFO : Epoch 1842 | loss: 0.0311139 | val_loss: 0.0311668 | Time: 1618.44 ms
[2021-01-22 00:35:03 main:574] : INFO : Epoch 1843 | loss: 0.0311151 | val_loss: 0.0311571 | Time: 1620.16 ms
[2021-01-22 00:35:05 main:574] : INFO : Epoch 1844 | loss: 0.0311143 | val_loss: 0.031163 | Time: 1611.91 ms
[2021-01-22 00:35:06 main:574] : INFO : Epoch 1845 | loss: 0.0311127 | val_loss: 0.0311658 | Time: 1569.75 ms
[2021-01-22 00:35:08 main:574] : INFO : Epoch 1846 | loss: 0.0311128 | val_loss: 0.0311658 | Time: 1596.09 ms
[2021-01-22 00:35:09 main:574] : INFO : Epoch 1847 | loss: 0.0311102 | val_loss: 0.031162 | Time: 1598.64 ms
[2021-01-22 00:35:11 main:574] : INFO : Epoch 1848 | loss: 0.0311113 | val_loss: 0.0311715 | Time: 1603.98 ms
[2021-01-22 00:35:13 main:574] : INFO : Epoch 1849 | loss: 0.0311103 | val_loss: 0.0311606 | Time: 1589.68 ms
[2021-01-22 00:35:14 main:574] : INFO : Epoch 1850 | loss: 0.0311092 | val_loss: 0.0311667 | Time: 1609.11 ms
[2021-01-22 00:35:16 main:574] : INFO : Epoch 1851 | loss: 0.0311119 | val_loss: 0.0311735 | Time: 1563.89 ms
[2021-01-22 00:35:17 main:574] : INFO : Epoch 1852 | loss: 0.0311086 | val_loss: 0.0311647 | Time: 1639.35 ms
[2021-01-22 00:35:19 main:574] : INFO : Epoch 1853 | loss: 0.0311047 | val_loss: 0.0311628 | Time: 1553.25 ms
[2021-01-22 00:35:21 main:574] : INFO : Epoch 1854 | loss: 0.0311112 | val_loss: 0.0311589 | Time: 1592.21 ms
[2021-01-22 00:35:22 main:574] : INFO : Epoch 1855 | loss: 0.0311105 | val_loss: 0.0311581 | Time: 1597.77 ms
[2021-01-22 00:35:24 main:574] : INFO : Epoch 1856 | loss: 0.0311086 | val_loss: 0.0311588 | Time: 1627.57 ms
[2021-01-22 00:35:25 main:574] : INFO : Epoch 1857 | loss: 0.0311084 | val_loss: 0.0311699 | Time: 1580.27 ms
[2021-01-22 00:35:27 main:574] : INFO : Epoch 1858 | loss: 0.0311088 | val_loss: 0.0311713 | Time: 1593.9 ms
[2021-01-22 00:35:29 main:574] : INFO : Epoch 1859 | loss: 0.0311131 | val_loss: 0.0311622 | Time: 1682.2 ms
[2021-01-22 00:35:30 main:574] : INFO : Epoch 1860 | loss: 0.0311135 | val_loss: 0.0311637 | Time: 1658.7 ms
[2021-01-22 00:35:32 main:574] : INFO : Epoch 1861 | loss: 0.0311103 | val_loss: 0.0311589 | Time: 1593.26 ms
[2021-01-22 00:35:34 main:574] : INFO : Epoch 1862 | loss: 0.0311194 | val_loss: 0.031176 | Time: 1589.45 ms
[2021-01-22 00:35:35 main:574] : INFO : Epoch 1863 | loss: 0.031123 | val_loss: 0.0311603 | Time: 1592.92 ms
[2021-01-22 00:35:37 main:574] : INFO : Epoch 1864 | loss: 0.0311172 | val_loss: 0.0311739 | Time: 1620.69 ms
[2021-01-22 00:35:39 main:574] : INFO : Epoch 1865 | loss: 0.031113 | val_loss: 0.0311753 | Time: 1602.04 ms
[2021-01-22 00:35:40 main:574] : INFO : Epoch 1866 | loss: 0.0311164 | val_loss: 0.031167 | Time: 1615.86 ms
[2021-01-22 00:35:42 main:574] : INFO : Epoch 1867 | loss: 0.031111 | val_loss: 0.0311598 | Time: 1579.46 ms
[2021-01-22 00:35:43 main:574] : INFO : Epoch 1868 | loss: 0.0311056 | val_loss: 0.0311635 | Time: 1559.64 ms
[2021-01-22 00:35:45 main:574] : INFO : Epoch 1869 | loss: 0.0311068 | val_loss: 0.031168 | Time: 1599.06 ms
[2021-01-22 00:35:47 main:574] : INFO : Epoch 1870 | loss: 0.0311079 | val_loss: 0.0311612 | Time: 1595.34 ms
[2021-01-22 00:35:48 main:574] : INFO : Epoch 1871 | loss: 0.0311139 | val_loss: 0.0311546 | Time: 1605.96 ms
[2021-01-22 00:35:50 main:574] : INFO : Epoch 1872 | loss: 0.0311122 | val_loss: 0.0311583 | Time: 1553.1 ms
[2021-01-22 00:35:51 main:574] : INFO : Epoch 1873 | loss: 0.0311087 | val_loss: 0.0311681 | Time: 1597.87 ms
[2021-01-22 00:35:53 main:574] : INFO : Epoch 1874 | loss: 0.0311135 | val_loss: 0.0311579 | Time: 1569.51 ms
[2021-01-22 00:35:54 main:574] : INFO : Epoch 1875 | loss: 0.0311169 | val_loss: 0.0311561 | Time: 1587.96 ms
[2021-01-22 00:35:56 main:574] : INFO : Epoch 1876 | loss: 0.0311166 | val_loss: 0.0311748 | Time: 1609.57 ms
[2021-01-22 00:35:58 main:574] : INFO : Epoch 1877 | loss: 0.0311117 | val_loss: 0.0311624 | Time: 1647.94 ms
[2021-01-22 00:35:59 main:574] : INFO : Epoch 1878 | loss: 0.0311064 | val_loss: 0.0311625 | Time: 1569.49 ms
[2021-01-22 00:36:01 main:574] : INFO : Epoch 1879 | loss: 0.0311047 | val_loss: 0.0311654 | Time: 1571.96 ms
[2021-01-22 00:36:03 main:574] : INFO : Epoch 1880 | loss: 0.0311045 | val_loss: 0.0311641 | Time: 1614.76 ms
[2021-01-22 00:36:04 main:574] : INFO : Epoch 1881 | loss: 0.0311017 | val_loss: 0.0311668 | Time: 1594.34 ms
[2021-01-22 00:36:06 main:574] : INFO : Epoch 1882 | loss: 0.0311056 | val_loss: 0.0311662 | Time: 1598.18 ms
[2021-01-22 00:36:07 main:574] : INFO : Epoch 1883 | loss: 0.0311062 | val_loss: 0.0311694 | Time: 1582.4 ms
[2021-01-22 00:36:09 main:574] : INFO : Epoch 1884 | loss: 0.0311079 | val_loss: 0.0311591 | Time: 1612.27 ms
[2021-01-22 00:36:11 main:574] : INFO : Epoch 1885 | loss: 0.0311113 | val_loss: 0.0311635 | Time: 1647.83 ms
[2021-01-22 00:36:12 main:574] : INFO : Epoch 1886 | loss: 0.0311094 | val_loss: 0.0311665 | Time: 1614.16 ms
[2021-01-22 00:36:14 main:574] : INFO : Epoch 1887 | loss: 0.0311064 | val_loss: 0.0311686 | Time: 1576.98 ms
[2021-01-22 00:36:16 main:574] : INFO : Epoch 1888 | loss: 0.0311083 | val_loss: 0.0311614 | Time: 1627.45 ms
[2021-01-22 00:36:17 main:574] : INFO : Epoch 1889 | loss: 0.0311074 | val_loss: 0.0311657 | Time: 1602.68 ms
[2021-01-22 00:36:19 main:574] : INFO : Epoch 1890 | loss: 0.0311061 | val_loss: 0.0311742 | Time: 1605.17 ms
[2021-01-22 00:36:20 main:574] : INFO : Epoch 1891 | loss: 0.0311091 | val_loss: 0.0311748 | Time: 1596.37 ms
[2021-01-22 00:36:22 main:574] : INFO : Epoch 1892 | loss: 0.0311065 | val_loss: 0.0311721 | Time: 1601.34 ms
[2021-01-22 00:36:24 main:574] : INFO : Epoch 1893 | loss: 0.0311073 | val_loss: 0.0311726 | Time: 1611.49 ms
[2021-01-22 00:36:25 main:574] : INFO : Epoch 1894 | loss: 0.0311072 | val_loss: 0.0311672 | Time: 1606.69 ms
[2021-01-22 00:36:27 main:574] : INFO : Epoch 1895 | loss: 0.0311062 | val_loss: 0.0311755 | Time: 1572.5 ms
[2021-01-22 00:36:28 main:574] : INFO : Epoch 1896 | loss: 0.0311127 | val_loss: 0.0311678 | Time: 1597.11 ms
[2021-01-22 00:36:30 main:574] : INFO : Epoch 1897 | loss: 0.0311113 | val_loss: 0.0311656 | Time: 1631.88 ms
[2021-01-22 00:36:32 main:574] : INFO : Epoch 1898 | loss: 0.031111 | val_loss: 0.0311698 | Time: 1598.73 ms
[2021-01-22 00:36:33 main:574] : INFO : Epoch 1899 | loss: 0.0311134 | val_loss: 0.0311647 | Time: 1637.28 ms
[2021-01-22 00:36:35 main:574] : INFO : Epoch 1900 | loss: 0.031114 | val_loss: 0.0311619 | Time: 1564.33 ms
[2021-01-22 00:36:36 main:574] : INFO : Epoch 1901 | loss: 0.0311117 | val_loss: 0.0311659 | Time: 1553.71 ms
[2021-01-22 00:36:38 main:574] : INFO : Epoch 1902 | loss: 0.031119 | val_loss: 0.0311641 | Time: 1654.46 ms
[2021-01-22 00:36:40 main:574] : INFO : Epoch 1903 | loss: 0.0311141 | val_loss: 0.0311604 | Time: 1612.63 ms
[2021-01-22 00:36:41 main:574] : INFO : Epoch 1904 | loss: 0.031112 | val_loss: 0.0311573 | Time: 1646.54 ms
[2021-01-22 00:36:43 main:574] : INFO : Epoch 1905 | loss: 0.0311071 | val_loss: 0.0311695 | Time: 1597.13 ms
[2021-01-22 00:36:45 main:574] : INFO : Epoch 1906 | loss: 0.0311125 | val_loss: 0.0311667 | Time: 1625.91 ms
[2021-01-22 00:36:46 main:574] : INFO : Epoch 1907 | loss: 0.0311108 | val_loss: 0.031172 | Time: 1576.18 ms
[2021-01-22 00:36:48 main:574] : INFO : Epoch 1908 | loss: 0.0311055 | val_loss: 0.0311639 | Time: 1565.94 ms
[2021-01-22 00:36:49 main:574] : INFO : Epoch 1909 | loss: 0.0311045 | val_loss: 0.0311606 | Time: 1591.63 ms
[2021-01-22 00:36:51 main:574] : INFO : Epoch 1910 | loss: 0.031106 | val_loss: 0.0311732 | Time: 1599.58 ms
[2021-01-22 00:36:53 main:574] : INFO : Epoch 1911 | loss: 0.0311076 | val_loss: 0.0311705 | Time: 1623.12 ms
[2021-01-22 00:36:54 main:574] : INFO : Epoch 1912 | loss: 0.031104 | val_loss: 0.0311602 | Time: 1632.33 ms
[2021-01-22 00:36:56 main:574] : INFO : Epoch 1913 | loss: 0.0311146 | val_loss: 0.0311728 | Time: 1579.62 ms
[2021-01-22 00:36:58 main:574] : INFO : Epoch 1914 | loss: 0.0311204 | val_loss: 0.0311642 | Time: 1624.43 ms
[2021-01-22 00:36:59 main:574] : INFO : Epoch 1915 | loss: 0.0311122 | val_loss: 0.0311702 | Time: 1593.58 ms
[2021-01-22 00:37:01 main:574] : INFO : Epoch 1916 | loss: 0.0311076 | val_loss: 0.031159 | Time: 1617.24 ms
[2021-01-22 00:37:02 main:574] : INFO : Epoch 1917 | loss: 0.0311047 | val_loss: 0.0311593 | Time: 1573.45 ms
[2021-01-22 00:37:04 main:574] : INFO : Epoch 1918 | loss: 0.0311016 | val_loss: 0.031175 | Time: 1533.36 ms
[2021-01-22 00:37:06 main:574] : INFO : Epoch 1919 | loss: 0.0311107 | val_loss: 0.031163 | Time: 1630.98 ms
[2021-01-22 00:37:07 main:574] : INFO : Epoch 1920 | loss: 0.0311344 | val_loss: 0.0311523 | Time: 1628.36 ms
[2021-01-22 00:37:09 main:574] : INFO : Epoch 1921 | loss: 0.0311284 | val_loss: 0.0311521 | Time: 1584.43 ms
[2021-01-22 00:37:10 main:574] : INFO : Epoch 1922 | loss: 0.0311192 | val_loss: 0.0311518 | Time: 1597.26 ms
[2021-01-22 00:37:12 main:574] : INFO : Epoch 1923 | loss: 0.0311161 | val_loss: 0.0311547 | Time: 1629.94 ms
[2021-01-22 00:37:14 main:574] : INFO : Epoch 1924 | loss: 0.0311124 | val_loss: 0.0311522 | Time: 1615.35 ms
[2021-01-22 00:37:15 main:574] : INFO : Epoch 1925 | loss: 0.0311173 | val_loss: 0.0311613 | Time: 1614.67 ms
[2021-01-22 00:37:17 main:574] : INFO : Epoch 1926 | loss: 0.0311136 | val_loss: 0.0311585 | Time: 1631.19 ms
[2021-01-22 00:37:19 main:574] : INFO : Epoch 1927 | loss: 0.03111 | val_loss: 0.0311576 | Time: 1597 ms
[2021-01-22 00:37:20 main:574] : INFO : Epoch 1928 | loss: 0.0311079 | val_loss: 0.0311617 | Time: 1622.66 ms
[2021-01-22 00:37:22 main:574] : INFO : Epoch 1929 | loss: 0.031108 | val_loss: 0.0311601 | Time: 1562.35 ms
[2021-01-22 00:37:23 main:574] : INFO : Epoch 1930 | loss: 0.0311061 | val_loss: 0.0311567 | Time: 1613.46 ms
[2021-01-22 00:37:25 main:574] : INFO : Epoch 1931 | loss: 0.0311078 | val_loss: 0.031158 | Time: 1613.89 ms
[2021-01-22 00:37:27 main:574] : INFO : Epoch 1932 | loss: 0.0311036 | val_loss: 0.0311595 | Time: 1621.82 ms
[2021-01-22 00:37:28 main:574] : INFO : Epoch 1933 | loss: 0.0311067 | val_loss: 0.0311601 | Time: 1591.78 ms
[2021-01-22 00:37:30 main:574] : INFO : Epoch 1934 | loss: 0.0311121 | val_loss: 0.0311664 | Time: 1624.12 ms
[2021-01-22 00:37:31 main:574] : INFO : Epoch 1935 | loss: 0.0347685 | val_loss: 0.0365016 | Time: 1589 ms
[2021-01-22 00:37:33 main:574] : INFO : Epoch 1936 | loss: 0.0635876 | val_loss: 0.0386491 | Time: 1628.11 ms
[2021-01-22 00:37:35 main:574] : INFO : Epoch 1937 | loss: 0.0338133 | val_loss: 0.0324679 | Time: 1618.97 ms
[2021-01-22 00:37:36 main:574] : INFO : Epoch 1938 | loss: 0.031673 | val_loss: 0.0312731 | Time: 1626.71 ms
[2021-01-22 00:37:38 main:574] : INFO : Epoch 1939 | loss: 0.0313097 | val_loss: 0.0312584 | Time: 1616.3 ms
[2021-01-22 00:37:40 main:574] : INFO : Epoch 1940 | loss: 0.0312604 | val_loss: 0.0312555 | Time: 1594.98 ms
[2021-01-22 00:37:41 main:574] : INFO : Epoch 1941 | loss: 0.0312512 | val_loss: 0.0312491 | Time: 1562.99 ms
[2021-01-22 00:37:43 main:574] : INFO : Epoch 1942 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1578.81 ms
[2021-01-22 00:37:44 main:574] : INFO : Epoch 1943 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1606.9 ms
[2021-01-22 00:37:46 main:574] : INFO : Epoch 1944 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1604.51 ms
[2021-01-22 00:37:48 main:574] : INFO : Epoch 1945 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 1630.4 ms
[2021-01-22 00:37:49 main:574] : INFO : Epoch 1946 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1590.4 ms
[2021-01-22 00:37:51 main:574] : INFO : Epoch 1947 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1627.09 ms
[2021-01-22 00:37:52 main:574] : INFO : Epoch 1948 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1578.66 ms
[2021-01-22 00:37:54 main:574] : INFO : Epoch 1949 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 1606.46 ms
[2021-01-22 00:37:56 main:574] : INFO : Epoch 1950 | loss: 0.0312476 | val_loss: 0.031247 | Time: 1618.92 ms
[2021-01-22 00:37:57 main:574] : INFO : Epoch 1951 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 1577.77 ms
[2021-01-22 00:37:59 main:574] : INFO : Epoch 1952 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 1629.38 ms
[2021-01-22 00:38:01 main:574] : INFO : Epoch 1953 | loss: 0.031247 | val_loss: 0.0312463 | Time: 1608.96 ms
[2021-01-22 00:38:02 main:574] : INFO : Epoch 1954 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 1625 ms
[2021-01-22 00:38:04 main:574] : INFO : Epoch 1955 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 1605.18 ms
[2021-01-22 00:38:05 main:574] : INFO : Epoch 1956 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 1621.39 ms
[2021-01-22 00:38:07 main:574] : INFO : Epoch 1957 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 1585.59 ms
[2021-01-22 00:38:09 main:574] : INFO : Epoch 1958 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 1653.46 ms
[2021-01-22 00:38:10 main:574] : INFO : Epoch 1959 | loss: 0.0312441 | val_loss: 0.0312436 | Time: 1614.08 ms
[2021-01-22 00:38:12 main:574] : INFO : Epoch 1960 | loss: 0.0312437 | val_loss: 0.0312434 | Time: 1697.93 ms
[2021-01-22 00:38:14 main:574] : INFO : Epoch 1961 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 1561.55 ms
[2021-01-22 00:38:15 main:574] : INFO : Epoch 1962 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 1591.26 ms
[2021-01-22 00:38:17 main:574] : INFO : Epoch 1963 | loss: 0.0312428 | val_loss: 0.0312422 | Time: 1631.06 ms
[2021-01-22 00:38:19 main:574] : INFO : Epoch 1964 | loss: 0.0312422 | val_loss: 0.0312423 | Time: 1610.31 ms
[2021-01-22 00:38:20 main:574] : INFO : Epoch 1965 | loss: 0.0312421 | val_loss: 0.0312413 | Time: 1603.7 ms
[2021-01-22 00:38:22 main:574] : INFO : Epoch 1966 | loss: 0.0312414 | val_loss: 0.0312409 | Time: 1604.95 ms
[2021-01-22 00:38:23 main:574] : INFO : Epoch 1967 | loss: 0.0312411 | val_loss: 0.0312408 | Time: 1643.01 ms
[2021-01-22 00:38:25 main:574] : INFO : Epoch 1968 | loss: 0.0312406 | val_loss: 0.0312401 | Time: 1666.14 ms
[2021-01-22 00:38:27 main:574] : INFO : Epoch 1969 | loss: 0.03124 | val_loss: 0.0312397 | Time: 1549.31 ms
[2021-01-22 00:38:28 main:574] : INFO : Epoch 1970 | loss: 0.0312402 | val_loss: 0.0312389 | Time: 1606.83 ms
[2021-01-22 00:38:30 main:574] : INFO : Epoch 1971 | loss: 0.0312391 | val_loss: 0.0312386 | Time: 1627.57 ms
[2021-01-22 00:38:32 main:574] : INFO : Epoch 1972 | loss: 0.0312387 | val_loss: 0.0312379 | Time: 1629.39 ms
[2021-01-22 00:38:33 main:574] : INFO : Epoch 1973 | loss: 0.0312379 | val_loss: 0.0312377 | Time: 1626.75 ms
[2021-01-22 00:38:35 main:574] : INFO : Epoch 1974 | loss: 0.0312374 | val_loss: 0.0312367 | Time: 1629.83 ms
[2021-01-22 00:38:37 main:574] : INFO : Epoch 1975 | loss: 0.0312371 | val_loss: 0.0312363 | Time: 1671.4 ms
[2021-01-22 00:38:38 main:574] : INFO : Epoch 1976 | loss: 0.0312368 | val_loss: 0.031236 | Time: 1607.85 ms
[2021-01-22 00:38:40 main:574] : INFO : Epoch 1977 | loss: 0.0312366 | val_loss: 0.0312365 | Time: 1603.68 ms
[2021-01-22 00:38:41 main:574] : INFO : Epoch 1978 | loss: 0.0312365 | val_loss: 0.031236 | Time: 1632.71 ms
[2021-01-22 00:38:43 main:574] : INFO : Epoch 1979 | loss: 0.0312358 | val_loss: 0.0312343 | Time: 1666.56 ms
[2021-01-22 00:38:45 main:574] : INFO : Epoch 1980 | loss: 0.0312348 | val_loss: 0.0312337 | Time: 1542.51 ms
[2021-01-22 00:38:46 main:574] : INFO : Epoch 1981 | loss: 0.0312342 | val_loss: 0.0312336 | Time: 1570.26 ms
[2021-01-22 00:38:48 main:574] : INFO : Epoch 1982 | loss: 0.031233 | val_loss: 0.0312321 | Time: 1668.74 ms
[2021-01-22 00:38:50 main:574] : INFO : Epoch 1983 | loss: 0.0312323 | val_loss: 0.0312317 | Time: 1619.26 ms
[2021-01-22 00:38:51 main:574] : INFO : Epoch 1984 | loss: 0.0312317 | val_loss: 0.0312307 | Time: 1592.92 ms
[2021-01-22 00:38:53 main:574] : INFO : Epoch 1985 | loss: 0.0312308 | val_loss: 0.0312299 | Time: 1558 ms
[2021-01-22 00:38:54 main:574] : INFO : Epoch 1986 | loss: 0.0312303 | val_loss: 0.0312298 | Time: 1605.28 ms
[2021-01-22 00:38:56 main:574] : INFO : Epoch 1987 | loss: 0.0312297 | val_loss: 0.0312298 | Time: 1583.06 ms
[2021-01-22 00:38:58 main:574] : INFO : Epoch 1988 | loss: 0.0312294 | val_loss: 0.0312292 | Time: 1614.97 ms
[2021-01-22 00:38:59 main:574] : INFO : Epoch 1989 | loss: 0.0312294 | val_loss: 0.0312287 | Time: 1569.74 ms
[2021-01-22 00:39:01 main:574] : INFO : Epoch 1990 | loss: 0.0312283 | val_loss: 0.0312284 | Time: 1631.51 ms
[2021-01-22 00:39:02 main:574] : INFO : Epoch 1991 | loss: 0.0312286 | val_loss: 0.0312276 | Time: 1636.1 ms
[2021-01-22 00:39:04 main:574] : INFO : Epoch 1992 | loss: 0.0312275 | val_loss: 0.0312268 | Time: 1630.6 ms
[2021-01-22 00:39:06 main:574] : INFO : Epoch 1993 | loss: 0.0312276 | val_loss: 0.0312275 | Time: 1646.66 ms
[2021-01-22 00:39:07 main:574] : INFO : Epoch 1994 | loss: 0.0312271 | val_loss: 0.0312258 | Time: 1541.73 ms
[2021-01-22 00:39:09 main:574] : INFO : Epoch 1995 | loss: 0.0312266 | val_loss: 0.031226 | Time: 1567.99 ms
[2021-01-22 00:39:10 main:574] : INFO : Epoch 1996 | loss: 0.0312268 | val_loss: 0.0312251 | Time: 1610.87 ms
[2021-01-22 00:39:12 main:574] : INFO : Epoch 1997 | loss: 0.0312259 | val_loss: 0.0312245 | Time: 1571.92 ms
[2021-01-22 00:39:14 main:574] : INFO : Epoch 1998 | loss: 0.0312253 | val_loss: 0.0312244 | Time: 1648.88 ms
[2021-01-22 00:39:15 main:574] : INFO : Epoch 1999 | loss: 0.0312255 | val_loss: 0.0312238 | Time: 1661.53 ms
[2021-01-22 00:39:17 main:574] : INFO : Epoch 2000 | loss: 0.0312257 | val_loss: 0.0312249 | Time: 1572.52 ms
[2021-01-22 00:39:19 main:574] : INFO : Epoch 2001 | loss: 0.0312258 | val_loss: 0.031224 | Time: 1562.28 ms
[2021-01-22 00:39:20 main:574] : INFO : Epoch 2002 | loss: 0.0312255 | val_loss: 0.0312229 | Time: 1545.14 ms
[2021-01-22 00:39:22 main:574] : INFO : Epoch 2003 | loss: 0.031225 | val_loss: 0.031224 | Time: 1599.2 ms
[2021-01-22 00:39:23 main:574] : INFO : Epoch 2004 | loss: 0.031225 | val_loss: 0.0312237 | Time: 1586.16 ms
[2021-01-22 00:39:25 main:574] : INFO : Epoch 2005 | loss: 0.0312247 | val_loss: 0.0312231 | Time: 1600.84 ms
[2021-01-22 00:39:27 main:574] : INFO : Epoch 2006 | loss: 0.0312251 | val_loss: 0.0312239 | Time: 1670.14 ms
[2021-01-22 00:39:28 main:574] : INFO : Epoch 2007 | loss: 0.0312251 | val_loss: 0.0312234 | Time: 1619.97 ms
[2021-01-22 00:39:30 main:574] : INFO : Epoch 2008 | loss: 0.0312243 | val_loss: 0.0312237 | Time: 1592.5 ms
[2021-01-22 00:39:31 main:574] : INFO : Epoch 2009 | loss: 0.0312241 | val_loss: 0.0312233 | Time: 1606.93 ms
[2021-01-22 00:39:33 main:574] : INFO : Epoch 2010 | loss: 0.0312241 | val_loss: 0.0312233 | Time: 1609.84 ms
[2021-01-22 00:39:35 main:574] : INFO : Epoch 2011 | loss: 0.0312239 | val_loss: 0.0312233 | Time: 1589.62 ms
[2021-01-22 00:39:36 main:574] : INFO : Epoch 2012 | loss: 0.0312242 | val_loss: 0.031223 | Time: 1583.35 ms
[2021-01-22 00:39:38 main:574] : INFO : Epoch 2013 | loss: 0.0312237 | val_loss: 0.0312227 | Time: 1637.66 ms
[2021-01-22 00:39:40 main:574] : INFO : Epoch 2014 | loss: 0.0312246 | val_loss: 0.0312226 | Time: 1652.26 ms
[2021-01-22 00:39:41 main:574] : INFO : Epoch 2015 | loss: 0.0312237 | val_loss: 0.0312223 | Time: 1534.91 ms
[2021-01-22 00:39:43 main:574] : INFO : Epoch 2016 | loss: 0.0312233 | val_loss: 0.0312225 | Time: 1561.69 ms
[2021-01-22 00:39:44 main:574] : INFO : Epoch 2017 | loss: 0.0312239 | val_loss: 0.0312235 | Time: 1624.62 ms
[2021-01-22 00:39:46 main:574] : INFO : Epoch 2018 | loss: 0.0312235 | val_loss: 0.0312223 | Time: 1618.18 ms
[2021-01-22 00:39:48 main:574] : INFO : Epoch 2019 | loss: 0.0312233 | val_loss: 0.0312236 | Time: 1603.17 ms
[2021-01-22 00:39:49 main:574] : INFO : Epoch 2020 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 1595.75 ms
[2021-01-22 00:39:51 main:574] : INFO : Epoch 2021 | loss: 0.0312232 | val_loss: 0.0312229 | Time: 1597.75 ms
[2021-01-22 00:39:52 main:574] : INFO : Epoch 2022 | loss: 0.031223 | val_loss: 0.0312226 | Time: 1572.19 ms
[2021-01-22 00:39:54 main:574] : INFO : Epoch 2023 | loss: 0.0312235 | val_loss: 0.0312232 | Time: 1623.54 ms
[2021-01-22 00:39:56 main:574] : INFO : Epoch 2024 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 1553.58 ms
[2021-01-22 00:39:57 main:574] : INFO : Epoch 2025 | loss: 0.0312226 | val_loss: 0.031224 | Time: 1602.71 ms
[2021-01-22 00:39:59 main:574] : INFO : Epoch 2026 | loss: 0.0312227 | val_loss: 0.0312221 | Time: 1619.59 ms
[2021-01-22 00:40:00 main:574] : INFO : Epoch 2027 | loss: 0.0312228 | val_loss: 0.031224 | Time: 1597.71 ms
[2021-01-22 00:40:02 main:574] : INFO : Epoch 2028 | loss: 0.0312245 | val_loss: 0.0312233 | Time: 1582.64 ms
[2021-01-22 00:40:04 main:574] : INFO : Epoch 2029 | loss: 0.0312231 | val_loss: 0.0312222 | Time: 1613.87 ms
[2021-01-22 00:40:05 main:574] : INFO : Epoch 2030 | loss: 0.0312229 | val_loss: 0.0312244 | Time: 1594.53 ms
[2021-01-22 00:40:07 main:574] : INFO : Epoch 2031 | loss: 0.0312313 | val_loss: 0.0312262 | Time: 1625.63 ms
[2021-01-22 00:40:09 main:574] : INFO : Epoch 2032 | loss: 0.0312268 | val_loss: 0.0312248 | Time: 1622.48 ms
[2021-01-22 00:40:10 main:574] : INFO : Epoch 2033 | loss: 0.031225 | val_loss: 0.0312241 | Time: 1590.26 ms
[2021-01-22 00:40:12 main:574] : INFO : Epoch 2034 | loss: 0.0312249 | val_loss: 0.0312228 | Time: 1588.29 ms
[2021-01-22 00:40:13 main:574] : INFO : Epoch 2035 | loss: 0.0312239 | val_loss: 0.031222 | Time: 1615.52 ms
[2021-01-22 00:40:15 main:574] : INFO : Epoch 2036 | loss: 0.0312227 | val_loss: 0.0312216 | Time: 1636.6 ms
[2021-01-22 00:40:17 main:574] : INFO : Epoch 2037 | loss: 0.031222 | val_loss: 0.0312221 | Time: 1595.04 ms
[2021-01-22 00:40:18 main:574] : INFO : Epoch 2038 | loss: 0.0312233 | val_loss: 0.031223 | Time: 1605.18 ms
[2021-01-22 00:40:20 main:574] : INFO : Epoch 2039 | loss: 0.0312232 | val_loss: 0.0312226 | Time: 1656.43 ms
[2021-01-22 00:40:22 main:574] : INFO : Epoch 2040 | loss: 0.0312224 | val_loss: 0.0312212 | Time: 1624.05 ms
[2021-01-22 00:40:23 main:574] : INFO : Epoch 2041 | loss: 0.0312226 | val_loss: 0.0312212 | Time: 1582.88 ms
[2021-01-22 00:40:25 main:574] : INFO : Epoch 2042 | loss: 0.031222 | val_loss: 0.0312225 | Time: 1562.15 ms
[2021-01-22 00:40:26 main:574] : INFO : Epoch 2043 | loss: 0.0312214 | val_loss: 0.0312217 | Time: 1594.34 ms
[2021-01-22 00:40:28 main:574] : INFO : Epoch 2044 | loss: 0.0312201 | val_loss: 0.0312206 | Time: 1619.91 ms
[2021-01-22 00:40:30 main:574] : INFO : Epoch 2045 | loss: 0.0312207 | val_loss: 0.0312214 | Time: 1626.7 ms
[2021-01-22 00:40:31 main:574] : INFO : Epoch 2046 | loss: 0.031222 | val_loss: 0.0312232 | Time: 1613.52 ms
[2021-01-22 00:40:33 main:574] : INFO : Epoch 2047 | loss: 0.0312211 | val_loss: 0.0312209 | Time: 1572.5 ms
[2021-01-22 00:40:34 main:574] : INFO : Epoch 2048 | loss: 0.0312197 | val_loss: 0.0312208 | Time: 1610.13 ms
[2021-01-22 00:40:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312208
[2021-01-22 00:40:34 main:603] : INFO : Saving end state to config to file
[2021-01-22 00:40:34 main:608] : INFO : Success, exiting..
00:40:35 (7148): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)