Task 3364358
| Name | ParityModified-1608176872-32383-1_0 |
| Workunit | 1623360 |
| Created | 20 Dec 2020, 11:34:44 UTC |
| Sent | 21 Dec 2020, 15:09:34 UTC |
| Report deadline | 28 Dec 2020, 15:09:34 UTC |
| Received | 22 Dec 2020, 4:59:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 1 min 46 sec |
| CPU time | 1 hours 1 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0312253 | val_loss: 0.0312207 | Time: 1394.85 ms
[2020-12-21 23:47:38 main:581] : INFO : Epoch 1539 | loss: 0.0312257 | val_loss: 0.0312217 | Time: 1391.64 ms
[2020-12-21 23:47:39 main:581] : INFO : Epoch 1540 | loss: 0.0312235 | val_loss: 0.0312194 | Time: 1398.2 ms
[2020-12-21 23:47:41 main:581] : INFO : Epoch 1541 | loss: 0.0312233 | val_loss: 0.0312187 | Time: 1391.41 ms
[2020-12-21 23:47:42 main:581] : INFO : Epoch 1542 | loss: 0.0312232 | val_loss: 0.0312187 | Time: 1397.47 ms
[2020-12-21 23:47:43 main:581] : INFO : Epoch 1543 | loss: 0.0312244 | val_loss: 0.0312189 | Time: 1390.8 ms
[2020-12-21 23:47:45 main:581] : INFO : Epoch 1544 | loss: 0.031225 | val_loss: 0.0312217 | Time: 1395.81 ms
[2020-12-21 23:47:46 main:581] : INFO : Epoch 1545 | loss: 0.0312245 | val_loss: 0.0312197 | Time: 1391.22 ms
[2020-12-21 23:47:48 main:581] : INFO : Epoch 1546 | loss: 0.0312234 | val_loss: 0.0312196 | Time: 1396.96 ms
[2020-12-21 23:47:49 main:581] : INFO : Epoch 1547 | loss: 0.0312241 | val_loss: 0.0312191 | Time: 1391.47 ms
[2020-12-21 23:47:50 main:581] : INFO : Epoch 1548 | loss: 0.031224 | val_loss: 0.0312209 | Time: 1398.33 ms
[2020-12-21 23:47:52 main:581] : INFO : Epoch 1549 | loss: 0.0312245 | val_loss: 0.0312233 | Time: 1401.22 ms
[2020-12-21 23:47:53 main:581] : INFO : Epoch 1550 | loss: 0.0312252 | val_loss: 0.031221 | Time: 1392.37 ms
[2020-12-21 23:47:55 main:581] : INFO : Epoch 1551 | loss: 0.0312232 | val_loss: 0.0312189 | Time: 1396.35 ms
[2020-12-21 23:47:56 main:581] : INFO : Epoch 1552 | loss: 0.031223 | val_loss: 0.0312201 | Time: 1391.86 ms
[2020-12-21 23:47:57 main:581] : INFO : Epoch 1553 | loss: 0.0312237 | val_loss: 0.0312187 | Time: 1397.56 ms
[2020-12-21 23:47:59 main:581] : INFO : Epoch 1554 | loss: 0.0312245 | val_loss: 0.0312283 | Time: 1391.42 ms
[2020-12-21 23:48:00 main:581] : INFO : Epoch 1555 | loss: 0.0312285 | val_loss: 0.0312224 | Time: 1397.81 ms
[2020-12-21 23:48:02 main:581] : INFO : Epoch 1556 | loss: 0.0312266 | val_loss: 0.0312217 | Time: 1392.02 ms
[2020-12-21 23:48:03 main:581] : INFO : Epoch 1557 | loss: 0.0312244 | val_loss: 0.0312191 | Time: 1397.11 ms
[2020-12-21 23:48:04 main:581] : INFO : Epoch 1558 | loss: 0.0312233 | val_loss: 0.0312187 | Time: 1391.55 ms
[2020-12-21 23:48:06 main:581] : INFO : Epoch 1559 | loss: 0.0312248 | val_loss: 0.0312214 | Time: 1394.82 ms
[2020-12-21 23:48:07 main:581] : INFO : Epoch 1560 | loss: 0.0312235 | val_loss: 0.0312188 | Time: 1391.81 ms
[2020-12-21 23:48:08 main:581] : INFO : Epoch 1561 | loss: 0.0312232 | val_loss: 0.0312196 | Time: 1401.69 ms
[2020-12-21 23:48:10 main:581] : INFO : Epoch 1562 | loss: 0.0312234 | val_loss: 0.0312187 | Time: 1391.02 ms
[2020-12-21 23:48:11 main:581] : INFO : Epoch 1563 | loss: 0.0312228 | val_loss: 0.0312191 | Time: 1395.79 ms
[2020-12-21 23:48:13 main:581] : INFO : Epoch 1564 | loss: 0.0312231 | val_loss: 0.0312187 | Time: 1395.49 ms
[2020-12-21 23:48:14 main:581] : INFO : Epoch 1565 | loss: 0.0312229 | val_loss: 0.0312186 | Time: 1394.59 ms
[2020-12-21 23:48:15 main:581] : INFO : Epoch 1566 | loss: 0.0312235 | val_loss: 0.0312227 | Time: 1397.6 ms
[2020-12-21 23:48:17 main:581] : INFO : Epoch 1567 | loss: 0.0312239 | val_loss: 0.0312195 | Time: 1391.94 ms
[2020-12-21 23:48:18 main:581] : INFO : Epoch 1568 | loss: 0.0312243 | val_loss: 0.0312191 | Time: 1396.44 ms
[2020-12-21 23:48:20 main:581] : INFO : Epoch 1569 | loss: 0.0312235 | val_loss: 0.0312207 | Time: 1392.28 ms
[2020-12-21 23:48:21 main:581] : INFO : Epoch 1570 | loss: 0.0312243 | val_loss: 0.0312236 | Time: 1397.82 ms
[2020-12-21 23:48:22 main:581] : INFO : Epoch 1571 | loss: 0.0312252 | val_loss: 0.0312198 | Time: 1391.18 ms
[2020-12-21 23:48:24 main:581] : INFO : Epoch 1572 | loss: 0.0312233 | val_loss: 0.0312189 | Time: 1396.22 ms
[2020-12-21 23:48:25 main:581] : INFO : Epoch 1573 | loss: 0.0312258 | val_loss: 0.0312224 | Time: 1393.19 ms
[2020-12-21 23:48:27 main:581] : INFO : Epoch 1574 | loss: 0.0312262 | val_loss: 0.0312242 | Time: 1397.47 ms
[2020-12-21 23:48:28 main:581] : INFO : Epoch 1575 | loss: 0.0312287 | val_loss: 0.0312193 | Time: 1391.98 ms
[2020-12-21 23:48:29 main:581] : INFO : Epoch 1576 | loss: 0.0312291 | val_loss: 0.0312196 | Time: 1398.13 ms
[2020-12-21 23:48:31 main:581] : INFO : Epoch 1577 | loss: 0.0312258 | val_loss: 0.0312197 | Time: 1392.9 ms
[2020-12-21 23:48:32 main:581] : INFO : Epoch 1578 | loss: 0.0312288 | val_loss: 0.0312264 | Time: 1401.3 ms
[2020-12-21 23:48:34 main:581] : INFO : Epoch 1579 | loss: 0.0312268 | val_loss: 0.0312193 | Time: 1391.23 ms
[2020-12-21 23:48:35 main:581] : INFO : Epoch 1580 | loss: 0.0312235 | val_loss: 0.0312208 | Time: 1394.73 ms
[2020-12-21 23:48:36 main:581] : INFO : Epoch 1581 | loss: 0.0312245 | val_loss: 0.0312232 | Time: 1397.55 ms
[2020-12-21 23:48:38 main:581] : INFO : Epoch 1582 | loss: 0.0312254 | val_loss: 0.0312225 | Time: 1391.45 ms
[2020-12-21 23:48:39 main:581] : INFO : Epoch 1583 | loss: 0.0312287 | val_loss: 0.0312194 | Time: 1398.12 ms
[2020-12-21 23:48:41 main:581] : INFO : Epoch 1584 | loss: 0.0312261 | val_loss: 0.0312226 | Time: 1392.82 ms
[2020-12-21 23:48:42 main:581] : INFO : Epoch 1585 | loss: 0.0312244 | val_loss: 0.0312191 | Time: 1400.44 ms
[2020-12-21 23:48:43 main:581] : INFO : Epoch 1586 | loss: 0.0312257 | val_loss: 0.0312238 | Time: 1391.71 ms
[2020-12-21 23:48:45 main:581] : INFO : Epoch 1587 | loss: 0.0312249 | val_loss: 0.0312215 | Time: 1399.21 ms
[2020-12-21 23:48:46 main:581] : INFO : Epoch 1588 | loss: 0.0312248 | val_loss: 0.0312196 | Time: 1390.45 ms
[2020-12-21 23:48:48 main:581] : INFO : Epoch 1589 | loss: 0.0312238 | val_loss: 0.0312188 | Time: 1397.07 ms
[2020-12-21 23:48:49 main:581] : INFO : Epoch 1590 | loss: 0.0312234 | val_loss: 0.0312206 | Time: 1391 ms
[2020-12-21 23:48:50 main:581] : INFO : Epoch 1591 | loss: 0.0312234 | val_loss: 0.0312206 | Time: 1403.18 ms
[2020-12-21 23:48:52 main:581] : INFO : Epoch 1592 | loss: 0.0312245 | val_loss: 0.0312201 | Time: 1390.81 ms
[2020-12-21 23:48:53 main:581] : INFO : Epoch 1593 | loss: 0.0312228 | val_loss: 0.0312189 | Time: 1396.94 ms
[2020-12-21 23:48:55 main:581] : INFO : Epoch 1594 | loss: 0.0312233 | val_loss: 0.0312188 | Time: 1391.34 ms
[2020-12-21 23:48:56 main:581] : INFO : Epoch 1595 | loss: 0.031223 | val_loss: 0.0312196 | Time: 1399.83 ms
[2020-12-21 23:48:57 main:581] : INFO : Epoch 1596 | loss: 0.031223 | val_loss: 0.0312187 | Time: 1396.3 ms
[2020-12-21 23:48:59 main:581] : INFO : Epoch 1597 | loss: 0.0312235 | val_loss: 0.0312189 | Time: 1391.28 ms
[2020-12-21 23:49:00 main:581] : INFO : Epoch 1598 | loss: 0.0312238 | val_loss: 0.0312193 | Time: 1398.07 ms
[2020-12-21 23:49:02 main:581] : INFO : Epoch 1599 | loss: 0.0312233 | val_loss: 0.0312218 | Time: 1391.6 ms
[2020-12-21 23:49:03 main:581] : INFO : Epoch 1600 | loss: 0.0312257 | val_loss: 0.0312244 | Time: 1396.44 ms
[2020-12-21 23:49:04 main:581] : INFO : Epoch 1601 | loss: 0.0312235 | val_loss: 0.0312196 | Time: 1391.19 ms
[2020-12-21 23:49:06 main:581] : INFO : Epoch 1602 | loss: 0.0312229 | val_loss: 0.0312199 | Time: 1402.01 ms
[2020-12-21 23:49:07 main:581] : INFO : Epoch 1603 | loss: 0.0312238 | val_loss: 0.0312188 | Time: 1392.58 ms
[2020-12-21 23:49:08 main:581] : INFO : Epoch 1604 | loss: 0.0312243 | val_loss: 0.0312189 | Time: 1397.29 ms
[2020-12-21 23:49:10 main:581] : INFO : Epoch 1605 | loss: 0.0312244 | val_loss: 0.0312233 | Time: 1392.26 ms
[2020-12-21 23:49:11 main:581] : INFO : Epoch 1606 | loss: 0.031224 | val_loss: 0.0312188 | Time: 1398.1 ms
[2020-12-21 23:49:13 main:581] : INFO : Epoch 1607 | loss: 0.0312264 | val_loss: 0.0312287 | Time: 1391.79 ms
[2020-12-21 23:49:14 main:581] : INFO : Epoch 1608 | loss: 0.0312259 | val_loss: 0.0312212 | Time: 1398.36 ms
[2020-12-21 23:49:15 main:581] : INFO : Epoch 1609 | loss: 0.031226 | val_loss: 0.0312203 | Time: 1391.6 ms
[2020-12-21 23:49:17 main:581] : INFO : Epoch 1610 | loss: 0.0312235 | val_loss: 0.031221 | Time: 1397.45 ms
[2020-12-21 23:49:18 main:581] : INFO : Epoch 1611 | loss: 0.0312247 | val_loss: 0.0312215 | Time: 1397.1 ms
[2020-12-21 23:49:20 main:581] : INFO : Epoch 1612 | loss: 0.0312235 | val_loss: 0.0312204 | Time: 1393.23 ms
[2020-12-21 23:49:21 main:581] : INFO : Epoch 1613 | loss: 0.0312249 | val_loss: 0.0312192 | Time: 1400.1 ms
[2020-12-21 23:49:22 main:581] : INFO : Epoch 1614 | loss: 0.0312253 | val_loss: 0.0312206 | Time: 1391.41 ms
[2020-12-21 23:49:24 main:581] : INFO : Epoch 1615 | loss: 0.0312253 | val_loss: 0.0312202 | Time: 1397.4 ms
[2020-12-21 23:49:25 main:581] : INFO : Epoch 1616 | loss: 0.0312268 | val_loss: 0.031224 | Time: 1391.67 ms
[2020-12-21 23:49:27 main:581] : INFO : Epoch 1617 | loss: 0.0312261 | val_loss: 0.0312205 | Time: 1397.81 ms
[2020-12-21 23:49:28 main:581] : INFO : Epoch 1618 | loss: 0.031224 | val_loss: 0.0312189 | Time: 1392.45 ms
[2020-12-21 23:49:29 main:581] : INFO : Epoch 1619 | loss: 0.0312229 | val_loss: 0.0312187 | Time: 1398.78 ms
[2020-12-21 23:49:31 main:581] : INFO : Epoch 1620 | loss: 0.0312229 | val_loss: 0.0312185 | Time: 1392.02 ms
[2020-12-21 23:49:32 main:581] : INFO : Epoch 1621 | loss: 0.0312246 | val_loss: 0.0312191 | Time: 1400.86 ms
[2020-12-21 23:49:34 main:581] : INFO : Epoch 1622 | loss: 0.0312252 | val_loss: 0.0312191 | Time: 1391.96 ms
[2020-12-21 23:49:35 main:581] : INFO : Epoch 1623 | loss: 0.0312228 | val_loss: 0.031219 | Time: 1398.14 ms
[2020-12-21 23:49:36 main:581] : INFO : Epoch 1624 | loss: 0.0312241 | val_loss: 0.031221 | Time: 1391.1 ms
[2020-12-21 23:49:38 main:581] : INFO : Epoch 1625 | loss: 0.0312235 | val_loss: 0.0312196 | Time: 1396.06 ms
[2020-12-21 23:49:39 main:581] : INFO : Epoch 1626 | loss: 0.0312233 | val_loss: 0.0312186 | Time: 1392.91 ms
[2020-12-21 23:49:41 main:581] : INFO : Epoch 1627 | loss: 0.0312235 | val_loss: 0.0312191 | Time: 1397.12 ms
[2020-12-21 23:49:42 main:581] : INFO : Epoch 1628 | loss: 0.0312241 | val_loss: 0.0312196 | Time: 1397.3 ms
[2020-12-21 23:49:43 main:581] : INFO : Epoch 1629 | loss: 0.0312233 | val_loss: 0.0312186 | Time: 1390.84 ms
[2020-12-21 23:49:45 main:581] : INFO : Epoch 1630 | loss: 0.0312242 | val_loss: 0.0312279 | Time: 1395.85 ms
[2020-12-21 23:49:46 main:581] : INFO : Epoch 1631 | loss: 0.0312275 | val_loss: 0.0312221 | Time: 1391.77 ms
[2020-12-21 23:49:48 main:581] : INFO : Epoch 1632 | loss: 0.0312252 | val_loss: 0.0312209 | Time: 1395.07 ms
[2020-12-21 23:49:49 main:581] : INFO : Epoch 1633 | loss: 0.0312243 | val_loss: 0.0312206 | Time: 1391.66 ms
[2020-12-21 23:49:50 main:581] : INFO : Epoch 1634 | loss: 0.0312232 | val_loss: 0.0312188 | Time: 1396.39 ms
[2020-12-21 23:49:52 main:581] : INFO : Epoch 1635 | loss: 0.0312231 | val_loss: 0.0312196 | Time: 1391.68 ms
[2020-12-21 23:49:53 main:581] : INFO : Epoch 1636 | loss: 0.0312235 | val_loss: 0.0312201 | Time: 1400.19 ms
[2020-12-21 23:49:55 main:581] : INFO : Epoch 1637 | loss: 0.0312232 | val_loss: 0.0312195 | Time: 1391.72 ms
[2020-12-21 23:49:56 main:581] : INFO : Epoch 1638 | loss: 0.0312233 | val_loss: 0.0312227 | Time: 1397.18 ms
[2020-12-21 23:49:57 main:581] : INFO : Epoch 1639 | loss: 0.0312243 | val_loss: 0.0312195 | Time: 1392.65 ms
[2020-12-21 23:49:59 main:581] : INFO : Epoch 1640 | loss: 0.0312242 | val_loss: 0.0312187 | Time: 1398.31 ms
[2020-12-21 23:50:00 main:581] : INFO : Epoch 1641 | loss: 0.0312277 | val_loss: 0.0312204 | Time: 1391.69 ms
[2020-12-21 23:50:02 main:581] : INFO : Epoch 1642 | loss: 0.0312251 | val_loss: 0.0312187 | Time: 1399.97 ms
[2020-12-21 23:50:03 main:581] : INFO : Epoch 1643 | loss: 0.031223 | val_loss: 0.0312196 | Time: 1394.56 ms
[2020-12-21 23:50:04 main:581] : INFO : Epoch 1644 | loss: 0.0312231 | val_loss: 0.0312185 | Time: 1392.6 ms
[2020-12-21 23:50:06 main:581] : INFO : Epoch 1645 | loss: 0.031223 | val_loss: 0.0312215 | Time: 1401.67 ms
[2020-12-21 23:50:07 main:581] : INFO : Epoch 1646 | loss: 0.0312248 | val_loss: 0.0312197 | Time: 1390.99 ms
[2020-12-21 23:50:08 main:581] : INFO : Epoch 1647 | loss: 0.0312237 | val_loss: 0.0312188 | Time: 1401.56 ms
[2020-12-21 23:50:10 main:581] : INFO : Epoch 1648 | loss: 0.0312267 | val_loss: 0.0312198 | Time: 1391.46 ms
[2020-12-21 23:50:11 main:581] : INFO : Epoch 1649 | loss: 0.0312255 | val_loss: 0.0312195 | Time: 1397.54 ms
[2020-12-21 23:50:13 main:581] : INFO : Epoch 1650 | loss: 0.0312232 | val_loss: 0.0312246 | Time: 1392.47 ms
[2020-12-21 23:50:14 main:581] : INFO : Epoch 1651 | loss: 0.0312241 | val_loss: 0.0312203 | Time: 1398.23 ms
[2020-12-21 23:50:15 main:581] : INFO : Epoch 1652 | loss: 0.0312247 | val_loss: 0.0312228 | Time: 1391.57 ms
[2020-12-21 23:50:17 main:581] : INFO : Epoch 1653 | loss: 0.031224 | val_loss: 0.0312196 | Time: 1397.32 ms
[2020-12-21 23:50:18 main:581] : INFO : Epoch 1654 | loss: 0.031223 | val_loss: 0.0312208 | Time: 1391.44 ms
[2020-12-21 23:50:20 main:581] : INFO : Epoch 1655 | loss: 0.0312231 | val_loss: 0.0312198 | Time: 1402.25 ms
[2020-12-21 23:50:21 main:581] : INFO : Epoch 1656 | loss: 0.0312229 | val_loss: 0.03122 | Time: 1391.19 ms
[2020-12-21 23:50:22 main:581] : INFO : Epoch 1657 | loss: 0.0312231 | val_loss: 0.0312213 | Time: 1397.45 ms
[2020-12-21 23:50:24 main:581] : INFO : Epoch 1658 | loss: 0.0312231 | val_loss: 0.0312192 | Time: 1392.83 ms
[2020-12-21 23:50:25 main:581] : INFO : Epoch 1659 | loss: 0.0312247 | val_loss: 0.0312246 | Time: 1394.3 ms
[2020-12-21 23:50:27 main:581] : INFO : Epoch 1660 | loss: 0.0312247 | val_loss: 0.031223 | Time: 1400.21 ms
[2020-12-21 23:50:28 main:581] : INFO : Epoch 1661 | loss: 0.0312274 | val_loss: 0.0312193 | Time: 1391.39 ms
[2020-12-21 23:50:29 main:581] : INFO : Epoch 1662 | loss: 0.031224 | val_loss: 0.0312194 | Time: 1399.14 ms
[2020-12-21 23:50:31 main:581] : INFO : Epoch 1663 | loss: 0.0312236 | val_loss: 0.0312218 | Time: 1391.66 ms
[2020-12-21 23:50:32 main:581] : INFO : Epoch 1664 | loss: 0.0312241 | val_loss: 0.0312209 | Time: 1396.07 ms
[2020-12-21 23:50:34 main:581] : INFO : Epoch 1665 | loss: 0.031223 | val_loss: 0.0312188 | Time: 1390.68 ms
[2020-12-21 23:50:35 main:581] : INFO : Epoch 1666 | loss: 0.0312234 | val_loss: 0.0312192 | Time: 1396.69 ms
[2020-12-21 23:50:36 main:581] : INFO : Epoch 1667 | loss: 0.0312235 | val_loss: 0.0312251 | Time: 1390.71 ms
[2020-12-21 23:50:38 main:581] : INFO : Epoch 1668 | loss: 0.031225 | val_loss: 0.0312201 | Time: 1395.79 ms
[2020-12-21 23:50:39 main:581] : INFO : Epoch 1669 | loss: 0.031224 | val_loss: 0.0312211 | Time: 1391.24 ms
[2020-12-21 23:50:41 main:581] : INFO : Epoch 1670 | loss: 0.0312238 | val_loss: 0.031219 | Time: 1397.28 ms
[2020-12-21 23:50:42 main:581] : INFO : Epoch 1671 | loss: 0.0312232 | val_loss: 0.0312189 | Time: 1390.76 ms
[2020-12-21 23:50:43 main:581] : INFO : Epoch 1672 | loss: 0.0312242 | val_loss: 0.0312223 | Time: 1398.09 ms
[2020-12-21 23:50:45 main:581] : INFO : Epoch 1673 | loss: 0.0312245 | val_loss: 0.03122 | Time: 1393.22 ms
[2020-12-21 23:50:46 main:581] : INFO : Epoch 1674 | loss: 0.0312234 | val_loss: 0.0312191 | Time: 1403.52 ms
[2020-12-21 23:50:48 main:581] : INFO : Epoch 1675 | loss: 0.0312233 | val_loss: 0.0312196 | Time: 1396.44 ms
[2020-12-21 23:50:49 main:581] : INFO : Epoch 1676 | loss: 0.0312245 | val_loss: 0.0312221 | Time: 1392.98 ms
[2020-12-21 23:50:50 main:581] : INFO : Epoch 1677 | loss: 0.0312254 | val_loss: 0.0312207 | Time: 1395.88 ms
[2020-12-21 23:50:52 main:581] : INFO : Epoch 1678 | loss: 0.0312243 | val_loss: 0.0312224 | Time: 1391.56 ms
[2020-12-21 23:50:53 main:581] : INFO : Epoch 1679 | loss: 0.031225 | val_loss: 0.0312188 | Time: 1398.4 ms
[2020-12-21 23:50:55 main:581] : INFO : Epoch 1680 | loss: 0.0312243 | val_loss: 0.0312188 | Time: 1391.42 ms
[2020-12-21 23:50:56 main:581] : INFO : Epoch 1681 | loss: 0.0312237 | val_loss: 0.0312187 | Time: 1395.98 ms
[2020-12-21 23:50:57 main:581] : INFO : Epoch 1682 | loss: 0.0312255 | val_loss: 0.0312196 | Time: 1392.25 ms
[2020-12-21 23:50:59 main:581] : INFO : Epoch 1683 | loss: 0.0312248 | val_loss: 0.0312205 | Time: 1395.37 ms
[2020-12-21 23:51:00 main:581] : INFO : Epoch 1684 | loss: 0.0312234 | val_loss: 0.0312198 | Time: 1391.85 ms
[2020-12-21 23:51:01 main:581] : INFO : Epoch 1685 | loss: 0.0312243 | val_loss: 0.0312228 | Time: 1396.61 ms
[2020-12-21 23:51:03 main:581] : INFO : Epoch 1686 | loss: 0.0312239 | val_loss: 0.0312199 | Time: 1390.81 ms
[2020-12-21 23:51:04 main:581] : INFO : Epoch 1687 | loss: 0.0312235 | val_loss: 0.0312196 | Time: 1398.32 ms
[2020-12-21 23:51:06 main:581] : INFO : Epoch 1688 | loss: 0.0312238 | val_loss: 0.031221 | Time: 1392.49 ms
[2020-12-21 23:51:07 main:581] : INFO : Epoch 1689 | loss: 0.0312233 | val_loss: 0.0312185 | Time: 1400.03 ms
[2020-12-21 23:51:08 main:581] : INFO : Epoch 1690 | loss: 0.0312248 | val_loss: 0.0312201 | Time: 1393.53 ms
[2020-12-21 23:51:10 main:581] : INFO : Epoch 1691 | loss: 0.0312271 | val_loss: 0.0312233 | Time: 1393.25 ms
[2020-12-21 23:51:11 main:581] : INFO : Epoch 1692 | loss: 0.0312243 | val_loss: 0.0312187 | Time: 1397.92 ms
[2020-12-21 23:51:13 main:581] : INFO : Epoch 1693 | loss: 0.0312233 | val_loss: 0.0312187 | Time: 1391.23 ms
[2020-12-21 23:51:14 main:581] : INFO : Epoch 1694 | loss: 0.031223 | val_loss: 0.0312187 | Time: 1396.52 ms
[2020-12-21 23:51:15 main:581] : INFO : Epoch 1695 | loss: 0.0312251 | val_loss: 0.0312187 | Time: 1391.09 ms
[2020-12-21 23:51:17 main:581] : INFO : Epoch 1696 | loss: 0.0312247 | val_loss: 0.0312203 | Time: 1398.67 ms
[2020-12-21 23:51:18 main:581] : INFO : Epoch 1697 | loss: 0.0312247 | val_loss: 0.03122 | Time: 1391.24 ms
[2020-12-21 23:51:20 main:581] : INFO : Epoch 1698 | loss: 0.0312256 | val_loss: 0.0312219 | Time: 1397.5 ms
[2020-12-21 23:51:21 main:581] : INFO : Epoch 1699 | loss: 0.0312242 | val_loss: 0.0312235 | Time: 1391.55 ms
[2020-12-21 23:51:22 main:581] : INFO : Epoch 1700 | loss: 0.0312264 | val_loss: 0.0312192 | Time: 1400.77 ms
[2020-12-21 23:51:24 main:581] : INFO : Epoch 1701 | loss: 0.031225 | val_loss: 0.0312189 | Time: 1390.87 ms
[2020-12-21 23:51:25 main:581] : INFO : Epoch 1702 | loss: 0.031223 | val_loss: 0.0312194 | Time: 1401.75 ms
[2020-12-21 23:51:27 main:581] : INFO : Epoch 1703 | loss: 0.0312237 | val_loss: 0.0312192 | Time: 1390.74 ms
[2020-12-21 23:51:28 main:581] : INFO : Epoch 1704 | loss: 0.0312237 | val_loss: 0.0312194 | Time: 1397.53 ms
[2020-12-21 23:51:29 main:581] : INFO : Epoch 1705 | loss: 0.0312241 | val_loss: 0.0312242 | Time: 1392.56 ms
[2020-12-21 23:51:31 main:581] : INFO : Epoch 1706 | loss: 0.0312245 | val_loss: 0.0312189 | Time: 1396.66 ms
[2020-12-21 23:51:32 main:581] : INFO : Epoch 1707 | loss: 0.0312264 | val_loss: 0.0312263 | Time: 1398.57 ms
[2020-12-21 23:51:34 main:581] : INFO : Epoch 1708 | loss: 0.0312245 | val_loss: 0.0312189 | Time: 1391.44 ms
[2020-12-21 23:51:35 main:581] : INFO : Epoch 1709 | loss: 0.0312231 | val_loss: 0.0312198 | Time: 1397.29 ms
[2020-12-21 23:51:36 main:581] : INFO : Epoch 1710 | loss: 0.0312229 | val_loss: 0.0312194 | Time: 1391.5 ms
[2020-12-21 23:51:38 main:581] : INFO : Epoch 1711 | loss: 0.0312238 | val_loss: 0.0312199 | Time: 1397.96 ms
[2020-12-21 23:51:39 main:581] : INFO : Epoch 1712 | loss: 0.031225 | val_loss: 0.0312222 | Time: 1391.06 ms
[2020-12-21 23:51:41 main:581] : INFO : Epoch 1713 | loss: 0.0312244 | val_loss: 0.031219 | Time: 1397.61 ms
[2020-12-21 23:51:42 main:581] : INFO : Epoch 1714 | loss: 0.0312232 | val_loss: 0.031222 | Time: 1391.38 ms
[2020-12-21 23:51:43 main:581] : INFO : Epoch 1715 | loss: 0.0312241 | val_loss: 0.031219 | Time: 1403.29 ms
[2020-12-21 23:51:45 main:581] : INFO : Epoch 1716 | loss: 0.0312244 | val_loss: 0.0312232 | Time: 1391.51 ms
[2020-12-21 23:51:46 main:581] : INFO : Epoch 1717 | loss: 0.031225 | val_loss: 0.0312328 | Time: 1397.29 ms
[2020-12-21 23:51:48 main:581] : INFO : Epoch 1718 | loss: 0.0312286 | val_loss: 0.0312265 | Time: 1391.78 ms
[2020-12-21 23:51:49 main:581] : INFO : Epoch 1719 | loss: 0.0312264 | val_loss: 0.0312234 | Time: 1397.31 ms
[2020-12-21 23:51:50 main:581] : INFO : Epoch 1720 | loss: 0.0312241 | val_loss: 0.0312192 | Time: 1392.32 ms
[2020-12-21 23:51:52 main:581] : INFO : Epoch 1721 | loss: 0.0312232 | val_loss: 0.0312192 | Time: 1397.17 ms
[2020-12-21 23:51:53 main:581] : INFO : Epoch 1722 | loss: 0.0312238 | val_loss: 0.0312198 | Time: 1398.98 ms
[2020-12-21 23:51:55 main:581] : INFO : Epoch 1723 | loss: 0.0312259 | val_loss: 0.0312211 | Time: 1392.61 ms
[2020-12-21 23:51:56 main:581] : INFO : Epoch 1724 | loss: 0.0312256 | val_loss: 0.0312197 | Time: 1394.98 ms
[2020-12-21 23:51:57 main:581] : INFO : Epoch 1725 | loss: 0.0312242 | val_loss: 0.0312213 | Time: 1391.68 ms
[2020-12-21 23:51:59 main:581] : INFO : Epoch 1726 | loss: 0.0312246 | val_loss: 0.0312204 | Time: 1396.67 ms
[2020-12-21 23:52:00 main:581] : INFO : Epoch 1727 | loss: 0.0312238 | val_loss: 0.0312204 | Time: 1390.49 ms
[2020-12-21 23:52:01 main:581] : INFO : Epoch 1728 | loss: 0.0312235 | val_loss: 0.03122 | Time: 1401.58 ms
[2020-12-21 23:52:03 main:581] : INFO : Epoch 1729 | loss: 0.031225 | val_loss: 0.0312217 | Time: 1391.71 ms
[2020-12-21 23:52:04 main:581] : INFO : Epoch 1730 | loss: 0.0312252 | val_loss: 0.031222 | Time: 1397.25 ms
[2020-12-21 23:52:06 main:581] : INFO : Epoch 1731 | loss: 0.0312311 | val_loss: 0.0312394 | Time: 1391.3 ms
[2020-12-21 23:52:07 main:581] : INFO : Epoch 1732 | loss: 0.0312281 | val_loss: 0.0312239 | Time: 1396.53 ms
[2020-12-21 23:52:08 main:581] : INFO : Epoch 1733 | loss: 0.0312331 | val_loss: 0.0312231 | Time: 1390.32 ms
[2020-12-21 23:52:10 main:581] : INFO : Epoch 1734 | loss: 0.0312257 | val_loss: 0.0312207 | Time: 1395.97 ms
[2020-12-21 23:52:11 main:581] : INFO : Epoch 1735 | loss: 0.031226 | val_loss: 0.0312209 | Time: 1390.89 ms
[2020-12-21 23:52:13 main:581] : INFO : Epoch 1736 | loss: 0.0312233 | val_loss: 0.0312188 | Time: 1397.59 ms
[2020-12-21 23:52:14 main:581] : INFO : Epoch 1737 | loss: 0.0312235 | val_loss: 0.0312198 | Time: 1398.87 ms
[2020-12-21 23:52:15 main:581] : INFO : Epoch 1738 | loss: 0.031223 | val_loss: 0.0312187 | Time: 1394.14 ms
[2020-12-21 23:52:17 main:581] : INFO : Epoch 1739 | loss: 0.0312239 | val_loss: 0.031223 | Time: 1396.65 ms
[2020-12-21 23:52:18 main:581] : INFO : Epoch 1740 | loss: 0.031225 | val_loss: 0.0312206 | Time: 1390.94 ms
[2020-12-21 23:52:20 main:581] : INFO : Epoch 1741 | loss: 0.0312238 | val_loss: 0.0312207 | Time: 1398.88 ms
[2020-12-21 23:52:21 main:581] : INFO : Epoch 1742 | loss: 0.0312241 | val_loss: 0.0312207 | Time: 1392.26 ms
[2020-12-21 23:52:22 main:581] : INFO : Epoch 1743 | loss: 0.0312228 | val_loss: 0.0312198 | Time: 1396.88 ms
[2020-12-21 23:52:24 main:581] : INFO : Epoch 1744 | loss: 0.0312239 | val_loss: 0.0312209 | Time: 1390.51 ms
[2020-12-21 23:52:25 main:581] : INFO : Epoch 1745 | loss: 0.031223 | val_loss: 0.0312191 | Time: 1396.61 ms
[2020-12-21 23:52:27 main:581] : INFO : Epoch 1746 | loss: 0.0312233 | val_loss: 0.0312202 | Time: 1392.17 ms
[2020-12-21 23:52:28 main:581] : INFO : Epoch 1747 | loss: 0.031223 | val_loss: 0.0312188 | Time: 1396.38 ms
[2020-12-21 23:52:29 main:581] : INFO : Epoch 1748 | loss: 0.0312235 | val_loss: 0.0312187 | Time: 1391.81 ms
[2020-12-21 23:52:31 main:581] : INFO : Epoch 1749 | loss: 0.0312233 | val_loss: 0.0312193 | Time: 1397.25 ms
[2020-12-21 23:52:32 main:581] : INFO : Epoch 1750 | loss: 0.0312233 | val_loss: 0.0312204 | Time: 1392.5 ms
[2020-12-21 23:52:34 main:581] : INFO : Epoch 1751 | loss: 0.0312231 | val_loss: 0.0312188 | Time: 1397.99 ms
[2020-12-21 23:52:35 main:581] : INFO : Epoch 1752 | loss: 0.0312232 | val_loss: 0.03122 | Time: 1391.49 ms
[2020-12-21 23:52:36 main:581] : INFO : Epoch 1753 | loss: 0.0312232 | val_loss: 0.0312191 | Time: 1406.04 ms
[2020-12-21 23:52:38 main:581] : INFO : Epoch 1754 | loss: 0.0312228 | val_loss: 0.0312188 | Time: 1394.13 ms
[2020-12-21 23:52:39 main:581] : INFO : Epoch 1755 | loss: 0.031223 | val_loss: 0.0312191 | Time: 1391.64 ms
[2020-12-21 23:52:41 main:581] : INFO : Epoch 1756 | loss: 0.0312229 | val_loss: 0.0312207 | Time: 1400.64 ms
[2020-12-21 23:52:42 main:581] : INFO : Epoch 1757 | loss: 0.0312252 | val_loss: 0.0312221 | Time: 1390.78 ms
[2020-12-21 23:52:43 main:581] : INFO : Epoch 1758 | loss: 0.0312246 | val_loss: 0.0312188 | Time: 1399.14 ms
[2020-12-21 23:52:45 main:581] : INFO : Epoch 1759 | loss: 0.0312235 | val_loss: 0.0312186 | Time: 1392.17 ms
[2020-12-21 23:52:46 main:581] : INFO : Epoch 1760 | loss: 0.0312233 | val_loss: 0.0312202 | Time: 1396.94 ms
[2020-12-21 23:52:48 main:581] : INFO : Epoch 1761 | loss: 0.0312256 | val_loss: 0.0312218 | Time: 1391.09 ms
[2020-12-21 23:52:49 main:581] : INFO : Epoch 1762 | loss: 0.0312238 | val_loss: 0.0312217 | Time: 1396.79 ms
[2020-12-21 23:52:50 main:581] : INFO : Epoch 1763 | loss: 0.0312234 | val_loss: 0.0312188 | Time: 1391.51 ms
[2020-12-21 23:52:52 main:581] : INFO : Epoch 1764 | loss: 0.0312239 | val_loss: 0.0312214 | Time: 1397.33 ms
[2020-12-21 23:52:53 main:581] : INFO : Epoch 1765 | loss: 0.0312242 | val_loss: 0.0312238 | Time: 1391.69 ms
[2020-12-21 23:52:54 main:581] : INFO : Epoch 1766 | loss: 0.0312242 | val_loss: 0.0312204 | Time: 1396.08 ms
[2020-12-21 23:52:56 main:581] : INFO : Epoch 1767 | loss: 0.0312262 | val_loss: 0.0312202 | Time: 1392.28 ms
[2020-12-21 23:52:57 main:581] : INFO : Epoch 1768 | loss: 0.0312238 | val_loss: 0.0312199 | Time: 1396.45 ms
[2020-12-21 23:52:59 main:581] : INFO : Epoch 1769 | loss: 0.0312239 | val_loss: 0.0312197 | Time: 1394.8 ms
[2020-12-21 23:53:00 main:581] : INFO : Epoch 1770 | loss: 0.0312238 | val_loss: 0.0312214 | Time: 1391.72 ms
[2020-12-21 23:53:01 main:581] : INFO : Epoch 1771 | loss: 0.0312239 | val_loss: 0.0312185 | Time: 1396.78 ms
[2020-12-21 23:53:03 main:581] : INFO : Epoch 1772 | loss: 0.0312232 | val_loss: 0.0312222 | Time: 1391.47 ms
[2020-12-21 23:53:04 main:581] : INFO : Epoch 1773 | loss: 0.0312268 | val_loss: 0.0312271 | Time: 1395.21 ms
[2020-12-21 23:53:06 main:581] : INFO : Epoch 1774 | loss: 0.0312244 | val_loss: 0.0312211 | Time: 1392.33 ms
[2020-12-21 23:53:07 main:581] : INFO : Epoch 1775 | loss: 0.0312233 | val_loss: 0.0312196 | Time: 1396.9 ms
[2020-12-21 23:53:08 main:581] : INFO : Epoch 1776 | loss: 0.0312233 | val_loss: 0.0312189 | Time: 1391.16 ms
[2020-12-21 23:53:10 main:581] : INFO : Epoch 1777 | loss: 0.0312226 | val_loss: 0.0312197 | Time: 1400.5 ms
[2020-12-21 23:53:11 main:581] : INFO : Epoch 1778 | loss: 0.0312228 | val_loss: 0.0312192 | Time: 1391.4 ms
[2020-12-21 23:53:13 main:581] : INFO : Epoch 1779 | loss: 0.0312237 | val_loss: 0.0312206 | Time: 1397.52 ms
[2020-12-21 23:53:14 main:581] : INFO : Epoch 1780 | loss: 0.0312243 | val_loss: 0.031224 | Time: 1393.46 ms
[2020-12-21 23:53:15 main:581] : INFO : Epoch 1781 | loss: 0.0312267 | val_loss: 0.0312376 | Time: 1396.45 ms
[2020-12-21 23:53:17 main:581] : INFO : Epoch 1782 | loss: 0.0312306 | val_loss: 0.0312251 | Time: 1391.03 ms
[2020-12-21 23:53:18 main:581] : INFO : Epoch 1783 | loss: 0.0312242 | val_loss: 0.0312193 | Time: 1396.89 ms
[2020-12-21 23:53:20 main:581] : INFO : Epoch 1784 | loss: 0.0312247 | val_loss: 0.0312188 | Time: 1392.95 ms
[2020-12-21 23:53:21 main:581] : INFO : Epoch 1785 | loss: 0.0312233 | val_loss: 0.0312189 | Time: 1399.76 ms
[2020-12-21 23:53:22 main:581] : INFO : Epoch 1786 | loss: 0.0312231 | val_loss: 0.0312212 | Time: 1396.57 ms
[2020-12-21 23:53:24 main:581] : INFO : Epoch 1787 | loss: 0.0312232 | val_loss: 0.0312193 | Time: 1391.37 ms
[2020-12-21 23:53:25 main:581] : INFO : Epoch 1788 | loss: 0.031223 | val_loss: 0.0312194 | Time: 1398 ms
[2020-12-21 23:53:27 main:581] : INFO : Epoch 1789 | loss: 0.031224 | val_loss: 0.031219 | Time: 1389.35 ms
[2020-12-21 23:53:28 main:581] : INFO : Epoch 1790 | loss: 0.0312236 | val_loss: 0.0312195 | Time: 1400.5 ms
[2020-12-21 23:53:29 main:581] : INFO : Epoch 1791 | loss: 0.0312234 | val_loss: 0.0312189 | Time: 1392.2 ms
[2020-12-21 23:53:31 main:581] : INFO : Epoch 1792 | loss: 0.031223 | val_loss: 0.0312195 | Time: 1403 ms
[2020-12-21 23:53:32 main:581] : INFO : Epoch 1793 | loss: 0.031224 | val_loss: 0.0312197 | Time: 1391.21 ms
[2020-12-21 23:53:34 main:581] : INFO : Epoch 1794 | loss: 0.0312235 | val_loss: 0.0312199 | Time: 1402.23 ms
[2020-12-21 23:53:35 main:581] : INFO : Epoch 1795 | loss: 0.0312263 | val_loss: 0.0312209 | Time: 1391.53 ms
[2020-12-21 23:53:36 main:581] : INFO : Epoch 1796 | loss: 0.0312231 | val_loss: 0.0312191 | Time: 1397.55 ms
[2020-12-21 23:53:38 main:581] : INFO : Epoch 1797 | loss: 0.0312234 | val_loss: 0.0312186 | Time: 1390.22 ms
[2020-12-21 23:53:39 main:581] : INFO : Epoch 1798 | loss: 0.031223 | val_loss: 0.0312188 | Time: 1395.81 ms
[2020-12-21 23:53:41 main:581] : INFO : Epoch 1799 | loss: 0.031223 | val_loss: 0.0312189 | Time: 1391.69 ms
[2020-12-21 23:53:42 main:581] : INFO : Epoch 1800 | loss: 0.0312233 | val_loss: 0.0312203 | Time: 1395.69 ms
[2020-12-21 23:53:43 main:581] : INFO : Epoch 1801 | loss: 0.031225 | val_loss: 0.0312211 | Time: 1394.98 ms
[2020-12-21 23:53:45 main:581] : INFO : Epoch 1802 | loss: 0.0312243 | val_loss: 0.0312191 | Time: 1391.8 ms
[2020-12-21 23:53:46 main:581] : INFO : Epoch 1803 | loss: 0.031223 | val_loss: 0.0312191 | Time: 1396.82 ms
[2020-12-21 23:53:48 main:581] : INFO : Epoch 1804 | loss: 0.0312232 | val_loss: 0.0312201 | Time: 1391.44 ms
[2020-12-21 23:53:49 main:581] : INFO : Epoch 1805 | loss: 0.0312242 | val_loss: 0.0312227 | Time: 1398.27 ms
[2020-12-21 23:53:50 main:581] : INFO : Epoch 1806 | loss: 0.0312254 | val_loss: 0.0312193 | Time: 1390.85 ms
[2020-12-21 23:53:52 main:581] : INFO : Epoch 1807 | loss: 0.0312233 | val_loss: 0.0312186 | Time: 1395.79 ms
[2020-12-21 23:53:53 main:581] : INFO : Epoch 1808 | loss: 0.0312228 | val_loss: 0.0312189 | Time: 1391.62 ms
[2020-12-21 23:53:54 main:581] : INFO : Epoch 1809 | loss: 0.0312236 | val_loss: 0.0312188 | Time: 1398.64 ms
[2020-12-21 23:53:56 main:581] : INFO : Epoch 1810 | loss: 0.0312241 | val_loss: 0.0312189 | Time: 1390.04 ms
[2020-12-21 23:53:57 main:581] : INFO : Epoch 1811 | loss: 0.0312238 | val_loss: 0.0312197 | Time: 1398.23 ms
[2020-12-21 23:53:59 main:581] : INFO : Epoch 1812 | loss: 0.0312237 | val_loss: 0.0312192 | Time: 1391.58 ms
[2020-12-21 23:54:00 main:581] : INFO : Epoch 1813 | loss: 0.0312238 | val_loss: 0.0312237 | Time: 1396.1 ms
[2020-12-21 23:54:01 main:581] : INFO : Epoch 1814 | loss: 0.0312264 | val_loss: 0.0312216 | Time: 1391.98 ms
[2020-12-21 23:54:03 main:581] : INFO : Epoch 1815 | loss: 0.0312236 | val_loss: 0.0312191 | Time: 1400.67 ms
[2020-12-21 23:54:04 main:581] : INFO : Epoch 1816 | loss: 0.0312232 | val_loss: 0.031219 | Time: 1394.74 ms
[2020-12-21 23:54:06 main:581] : INFO : Epoch 1817 | loss: 0.0312251 | val_loss: 0.031227 | Time: 1394.15 ms
[2020-12-21 23:54:07 main:581] : INFO : Epoch 1818 | loss: 0.0312247 | val_loss: 0.0312201 | Time: 1397.41 ms
[2020-12-21 23:54:08 main:581] : INFO : Epoch 1819 | loss: 0.0312236 | val_loss: 0.0312291 | Time: 1391 ms
[2020-12-21 23:54:10 main:581] : INFO : Epoch 1820 | loss: 0.0312262 | val_loss: 0.0312199 | Time: 1398.74 ms
[2020-12-21 23:54:11 main:581] : INFO : Epoch 1821 | loss: 0.0312261 | val_loss: 0.0312188 | Time: 1391.58 ms
[2020-12-21 23:54:13 main:581] : INFO : Epoch 1822 | loss: 0.031223 | val_loss: 0.0312187 | Time: 1395.24 ms
[2020-12-21 23:54:14 main:581] : INFO : Epoch 1823 | loss: 0.0312242 | val_loss: 0.0312194 | Time: 1391.66 ms
[2020-12-21 23:54:15 main:581] : INFO : Epoch 1824 | loss: 0.0312239 | val_loss: 0.0312194 | Time: 1396.63 ms
[2020-12-21 23:54:17 main:581] : INFO : Epoch 1825 | loss: 0.0312233 | val_loss: 0.0312199 | Time: 1390.5 ms
[2020-12-21 23:54:18 main:581] : INFO : Epoch 1826 | loss: 0.031225 | val_loss: 0.0312199 | Time: 1394.48 ms
[2020-12-21 23:54:20 main:581] : INFO : Epoch 1827 | loss: 0.0312255 | val_loss: 0.0312195 | Time: 1390.7 ms
[2020-12-21 23:54:21 main:581] : INFO : Epoch 1828 | loss: 0.0312237 | val_loss: 0.0312201 | Time: 1395.73 ms
[2020-12-21 23:54:22 main:581] : INFO : Epoch 1829 | loss: 0.0312241 | val_loss: 0.0312214 | Time: 1390.51 ms
[2020-12-21 23:54:24 main:581] : INFO : Epoch 1830 | loss: 0.031224 | val_loss: 0.0312215 | Time: 1395.58 ms
[2020-12-21 23:54:25 main:581] : INFO : Epoch 1831 | loss: 0.0312242 | val_loss: 0.0312218 | Time: 1392.14 ms
[2020-12-21 23:54:27 main:581] : INFO : Epoch 1832 | loss: 0.0312245 | val_loss: 0.0312206 | Time: 1395.25 ms
[2020-12-21 23:54:28 main:581] : INFO : Epoch 1833 | loss: 0.0312233 | val_loss: 0.0312198 | Time: 1397.74 ms
[2020-12-21 23:54:29 main:581] : INFO : Epoch 1834 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 1391.53 ms
[2020-12-21 23:54:31 main:581] : INFO : Epoch 1835 | loss: 0.0312245 | val_loss: 0.0312186 | Time: 1398.43 ms
[2020-12-21 23:54:32 main:581] : INFO : Epoch 1836 | loss: 0.0312233 | val_loss: 0.0312188 | Time: 1392.48 ms
[2020-12-21 23:54:34 main:581] : INFO : Epoch 1837 | loss: 0.0312228 | val_loss: 0.0312212 | Time: 1396.95 ms
[2020-12-21 23:54:35 main:581] : INFO : Epoch 1838 | loss: 0.0312261 | val_loss: 0.0312201 | Time: 1390.78 ms
[2020-12-21 23:54:36 main:581] : INFO : Epoch 1839 | loss: 0.0312277 | val_loss: 0.0312189 | Time: 1396.75 ms
[2020-12-21 23:54:38 main:581] : INFO : Epoch 1840 | loss: 0.0312246 | val_loss: 0.0312207 | Time: 1392 ms
[2020-12-21 23:54:39 main:581] : INFO : Epoch 1841 | loss: 0.031223 | val_loss: 0.0312194 | Time: 1394.77 ms
[2020-12-21 23:54:40 main:581] : INFO : Epoch 1842 | loss: 0.0312247 | val_loss: 0.0312227 | Time: 1392.76 ms
[2020-12-21 23:54:42 main:581] : INFO : Epoch 1843 | loss: 0.0312255 | val_loss: 0.0312197 | Time: 1399.05 ms
[2020-12-21 23:54:43 main:581] : INFO : Epoch 1844 | loss: 0.0312254 | val_loss: 0.0312243 | Time: 1391.78 ms
[2020-12-21 23:54:45 main:581] : INFO : Epoch 1845 | loss: 0.0312251 | val_loss: 0.0312191 | Time: 1399.32 ms
[2020-12-21 23:54:46 main:581] : INFO : Epoch 1846 | loss: 0.0312246 | val_loss: 0.0312201 | Time: 1390.34 ms
[2020-12-21 23:54:47 main:581] : INFO : Epoch 1847 | loss: 0.0312244 | val_loss: 0.0312196 | Time: 1396.31 ms
[2020-12-21 23:54:49 main:581] : INFO : Epoch 1848 | loss: 0.0312229 | val_loss: 0.0312189 | Time: 1397.25 ms
[2020-12-21 23:54:50 main:581] : INFO : Epoch 1849 | loss: 0.0312242 | val_loss: 0.0312201 | Time: 1391.63 ms
[2020-12-21 23:54:52 main:581] : INFO : Epoch 1850 | loss: 0.0312236 | val_loss: 0.0312218 | Time: 1400.32 ms
[2020-12-21 23:54:53 main:581] : INFO : Epoch 1851 | loss: 0.0312262 | val_loss: 0.0312244 | Time: 1393.03 ms
[2020-12-21 23:54:54 main:581] : INFO : Epoch 1852 | loss: 0.0312258 | val_loss: 0.0312227 | Time: 1399.05 ms
[2020-12-21 23:54:56 main:581] : INFO : Epoch 1853 | loss: 0.0312237 | val_loss: 0.031219 | Time: 1403.68 ms
[2020-12-21 23:54:57 main:581] : INFO : Epoch 1854 | loss: 0.0312238 | val_loss: 0.0312234 | Time: 1409.29 ms
[2020-12-21 23:54:59 main:581] : INFO : Epoch 1855 | loss: 0.0312242 | val_loss: 0.0312244 | Time: 1403.28 ms
[2020-12-21 23:55:00 main:581] : INFO : Epoch 1856 | loss: 0.0312236 | val_loss: 0.0312203 | Time: 1408.33 ms
[2020-12-21 23:55:01 main:581] : INFO : Epoch 1857 | loss: 0.031223 | val_loss: 0.0312195 | Time: 1405.39 ms
[2020-12-21 23:55:03 main:581] : INFO : Epoch 1858 | loss: 0.0312227 | val_loss: 0.0312186 | Time: 1410.08 ms
[2020-12-21 23:55:04 main:581] : INFO : Epoch 1859 | loss: 0.0312226 | val_loss: 0.0312192 | Time: 1399.32 ms
[2020-12-21 23:55:06 main:581] : INFO : Epoch 1860 | loss: 0.0312237 | val_loss: 0.0312201 | Time: 1407.49 ms
[2020-12-21 23:55:07 main:581] : INFO : Epoch 1861 | loss: 0.0312243 | val_loss: 0.0312196 | Time: 1403.89 ms
[2020-12-21 23:55:09 main:581] : INFO : Epoch 1862 | loss: 0.0312262 | val_loss: 0.03122 | Time: 1418.44 ms
[2020-12-21 23:55:10 main:581] : INFO : Epoch 1863 | loss: 0.0312239 | val_loss: 0.0312186 | Time: 1407.96 ms
[2020-12-21 23:55:11 main:581] : INFO : Epoch 1864 | loss: 0.0312227 | val_loss: 0.0312187 | Time: 1403.83 ms
[2020-12-21 23:55:13 main:581] : INFO : Epoch 1865 | loss: 0.0312236 | val_loss: 0.0312188 | Time: 1407.15 ms
[2020-12-21 23:55:14 main:581] : INFO : Epoch 1866 | loss: 0.0312233 | val_loss: 0.0312187 | Time: 1402.61 ms
[2020-12-21 23:55:16 main:581] : INFO : Epoch 1867 | loss: 0.0312247 | val_loss: 0.0312197 | Time: 1408.53 ms
[2020-12-21 23:55:17 main:581] : INFO : Epoch 1868 | loss: 0.0312276 | val_loss: 0.0312201 | Time: 1402.89 ms
[2020-12-21 23:55:18 main:581] : INFO : Epoch 1869 | loss: 0.0312274 | val_loss: 0.0312198 | Time: 1414.48 ms
[2020-12-21 23:55:20 main:581] : INFO : Epoch 1870 | loss: 0.0312233 | val_loss: 0.0312209 | Time: 1403.86 ms
[2020-12-21 23:55:21 main:581] : INFO : Epoch 1871 | loss: 0.0312252 | val_loss: 0.031219 | Time: 1409.58 ms
[2020-12-21 23:55:23 main:581] : INFO : Epoch 1872 | loss: 0.0312235 | val_loss: 0.0312187 | Time: 1402.64 ms
[2020-12-21 23:55:24 main:581] : INFO : Epoch 1873 | loss: 0.0312235 | val_loss: 0.0312207 | Time: 1408.41 ms
[2020-12-21 23:55:25 main:581] : INFO : Epoch 1874 | loss: 0.0312274 | val_loss: 0.0312321 | Time: 1402.81 ms
[2020-12-21 23:55:27 main:581] : INFO : Epoch 1875 | loss: 0.0312251 | val_loss: 0.0312202 | Time: 1406.56 ms
[2020-12-21 23:55:28 main:581] : INFO : Epoch 1876 | loss: 0.0312249 | val_loss: 0.0312205 | Time: 1403.85 ms
[2020-12-21 23:55:30 main:581] : INFO : Epoch 1877 | loss: 0.0312256 | val_loss: 0.0312223 | Time: 1409.83 ms
[2020-12-21 23:55:31 main:581] : INFO : Epoch 1878 | loss: 0.0312244 | val_loss: 0.0312203 | Time: 1409 ms
[2020-12-21 23:55:32 main:581] : INFO : Epoch 1879 | loss: 0.0312231 | val_loss: 0.0312185 | Time: 1403.32 ms
[2020-12-21 23:55:34 main:581] : INFO : Epoch 1880 | loss: 0.0312229 | val_loss: 0.0312191 | Time: 1409.03 ms
[2020-12-21 23:55:35 main:581] : INFO : Epoch 1881 | loss: 0.0312241 | val_loss: 0.0312202 | Time: 1404.21 ms
[2020-12-21 23:55:37 main:581] : INFO : Epoch 1882 | loss: 0.0312237 | val_loss: 0.0312202 | Time: 1407.93 ms
[2020-12-21 23:55:38 main:581] : INFO : Epoch 1883 | loss: 0.0312242 | val_loss: 0.0312208 | Time: 1402.93 ms
[2020-12-21 23:55:39 main:581] : INFO : Epoch 1884 | loss: 0.0312236 | val_loss: 0.0312215 | Time: 1408.8 ms
[2020-12-21 23:55:41 main:581] : INFO : Epoch 1885 | loss: 0.0312245 | val_loss: 0.0312234 | Time: 1404.07 ms
[2020-12-21 23:55:42 main:581] : INFO : Epoch 1886 | loss: 0.0312231 | val_loss: 0.0312186 | Time: 1409.92 ms
[2020-12-21 23:55:44 main:581] : INFO : Epoch 1887 | loss: 0.0312226 | val_loss: 0.0312187 | Time: 1402.85 ms
[2020-12-21 23:55:45 main:581] : INFO : Epoch 1888 | loss: 0.0312243 | val_loss: 0.0312202 | Time: 1407.4 ms
[2020-12-21 23:55:46 main:581] : INFO : Epoch 1889 | loss: 0.0312232 | val_loss: 0.0312191 | Time: 1404.09 ms
[2020-12-21 23:55:48 main:581] : INFO : Epoch 1890 | loss: 0.0312228 | val_loss: 0.031222 | Time: 1406.43 ms
[2020-12-21 23:55:49 main:581] : INFO : Epoch 1891 | loss: 0.0312234 | val_loss: 0.0312196 | Time: 1406.7 ms
[2020-12-21 23:55:51 main:581] : INFO : Epoch 1892 | loss: 0.0312267 | val_loss: 0.0312206 | Time: 1404.79 ms
[2020-12-21 23:55:52 main:581] : INFO : Epoch 1893 | loss: 0.0312243 | val_loss: 0.0312188 | Time: 1406.56 ms
[2020-12-21 23:55:54 main:581] : INFO : Epoch 1894 | loss: 0.0312228 | val_loss: 0.0312185 | Time: 1403.64 ms
[2020-12-21 23:55:55 main:581] : INFO : Epoch 1895 | loss: 0.0312243 | val_loss: 0.031219 | Time: 1410.75 ms
[2020-12-21 23:55:56 main:581] : INFO : Epoch 1896 | loss: 0.0312235 | val_loss: 0.0312187 | Time: 1404.3 ms
[2020-12-21 23:55:58 main:581] : INFO : Epoch 1897 | loss: 0.0312235 | val_loss: 0.0312246 | Time: 1407.89 ms
[2020-12-21 23:55:59 main:581] : INFO : Epoch 1898 | loss: 0.031226 | val_loss: 0.0312268 | Time: 1403.51 ms
[2020-12-21 23:56:01 main:581] : INFO : Epoch 1899 | loss: 0.0312265 | val_loss: 0.0312187 | Time: 1408.25 ms
[2020-12-21 23:56:02 main:581] : INFO : Epoch 1900 | loss: 0.0312227 | val_loss: 0.0312191 | Time: 1403.92 ms
[2020-12-21 23:56:03 main:581] : INFO : Epoch 1901 | loss: 0.031223 | val_loss: 0.0312198 | Time: 1407.39 ms
[2020-12-21 23:56:05 main:581] : INFO : Epoch 1902 | loss: 0.0312227 | val_loss: 0.0312187 | Time: 1402.4 ms
[2020-12-21 23:56:06 main:581] : INFO : Epoch 1903 | loss: 0.0312228 | val_loss: 0.0312195 | Time: 1406.92 ms
[2020-12-21 23:56:08 main:581] : INFO : Epoch 1904 | loss: 0.0312253 | val_loss: 0.0312231 | Time: 1403.42 ms
[2020-12-21 23:56:09 main:581] : INFO : Epoch 1905 | loss: 0.0312239 | val_loss: 0.0312191 | Time: 1408.99 ms
[2020-12-21 23:56:10 main:581] : INFO : Epoch 1906 | loss: 0.031223 | val_loss: 0.0312187 | Time: 1406.31 ms
[2020-12-21 23:56:12 main:581] : INFO : Epoch 1907 | loss: 0.0312236 | val_loss: 0.0312212 | Time: 1407.17 ms
[2020-12-21 23:56:13 main:581] : INFO : Epoch 1908 | loss: 0.0312237 | val_loss: 0.0312198 | Time: 1405.63 ms
[2020-12-21 23:56:15 main:581] : INFO : Epoch 1909 | loss: 0.0312241 | val_loss: 0.03122 | Time: 1404.42 ms
[2020-12-21 23:56:16 main:581] : INFO : Epoch 1910 | loss: 0.0312249 | val_loss: 0.0312225 | Time: 1409.08 ms
[2020-12-21 23:56:17 main:581] : INFO : Epoch 1911 | loss: 0.0312253 | val_loss: 0.0312189 | Time: 1402.96 ms
[2020-12-21 23:56:19 main:581] : INFO : Epoch 1912 | loss: 0.031223 | val_loss: 0.0312199 | Time: 1407.55 ms
[2020-12-21 23:56:20 main:581] : INFO : Epoch 1913 | loss: 0.0312241 | val_loss: 0.0312205 | Time: 1405.29 ms
[2020-12-21 23:56:22 main:581] : INFO : Epoch 1914 | loss: 0.0312235 | val_loss: 0.0312193 | Time: 1408.57 ms
[2020-12-21 23:56:23 main:581] : INFO : Epoch 1915 | loss: 0.0312266 | val_loss: 0.0312309 | Time: 1403.92 ms
[2020-12-21 23:56:24 main:581] : INFO : Epoch 1916 | loss: 0.0312423 | val_loss: 0.031607 | Time: 1408.62 ms
[2020-12-21 23:56:26 main:581] : INFO : Epoch 1917 | loss: 0.0356871 | val_loss: 0.0326693 | Time: 1403.22 ms
[2020-12-21 23:56:27 main:581] : INFO : Epoch 1918 | loss: 0.0349017 | val_loss: 0.0330636 | Time: 1409.76 ms
[2020-12-21 23:56:29 main:581] : INFO : Epoch 1919 | loss: 0.0318226 | val_loss: 0.0313957 | Time: 1405.33 ms
[2020-12-21 23:56:30 main:581] : INFO : Epoch 1920 | loss: 0.0313289 | val_loss: 0.0312506 | Time: 1412.41 ms
[2020-12-21 23:56:31 main:581] : INFO : Epoch 1921 | loss: 0.0312504 | val_loss: 0.0312385 | Time: 1406.54 ms
[2020-12-21 23:56:33 main:581] : INFO : Epoch 1922 | loss: 0.0312368 | val_loss: 0.0312289 | Time: 1403.69 ms
[2020-12-21 23:56:34 main:581] : INFO : Epoch 1923 | loss: 0.0312301 | val_loss: 0.0312249 | Time: 1410.83 ms
[2020-12-21 23:56:36 main:581] : INFO : Epoch 1924 | loss: 0.031228 | val_loss: 0.0312235 | Time: 1402.83 ms
[2020-12-21 23:56:37 main:581] : INFO : Epoch 1925 | loss: 0.0312266 | val_loss: 0.0312225 | Time: 1407.94 ms
[2020-12-21 23:56:39 main:581] : INFO : Epoch 1926 | loss: 0.0312255 | val_loss: 0.0312216 | Time: 1403.25 ms
[2020-12-21 23:56:40 main:581] : INFO : Epoch 1927 | loss: 0.0312254 | val_loss: 0.0312221 | Time: 1407.68 ms
[2020-12-21 23:56:41 main:581] : INFO : Epoch 1928 | loss: 0.0312251 | val_loss: 0.0312209 | Time: 1402.54 ms
[2020-12-21 23:56:43 main:581] : INFO : Epoch 1929 | loss: 0.0312251 | val_loss: 0.0312211 | Time: 1408.14 ms
[2020-12-21 23:56:44 main:581] : INFO : Epoch 1930 | loss: 0.0312256 | val_loss: 0.0312218 | Time: 1403.31 ms
[2020-12-21 23:56:46 main:581] : INFO : Epoch 1931 | loss: 0.0312258 | val_loss: 0.0312206 | Time: 1407.98 ms
[2020-12-21 23:56:47 main:581] : INFO : Epoch 1932 | loss: 0.0312241 | val_loss: 0.0312212 | Time: 1403.76 ms
[2020-12-21 23:56:48 main:581] : INFO : Epoch 1933 | loss: 0.031224 | val_loss: 0.0312205 | Time: 1408.75 ms
[2020-12-21 23:56:50 main:581] : INFO : Epoch 1934 | loss: 0.031224 | val_loss: 0.0312208 | Time: 1404.57 ms
[2020-12-21 23:56:51 main:581] : INFO : Epoch 1935 | loss: 0.0312244 | val_loss: 0.03122 | Time: 1408.72 ms
[2020-12-21 23:56:53 main:581] : INFO : Epoch 1936 | loss: 0.0312238 | val_loss: 0.0312201 | Time: 1407.68 ms
[2020-12-21 23:56:54 main:581] : INFO : Epoch 1937 | loss: 0.0312237 | val_loss: 0.0312209 | Time: 1402.6 ms
[2020-12-21 23:56:55 main:581] : INFO : Epoch 1938 | loss: 0.0312233 | val_loss: 0.0312195 | Time: 1407.63 ms
[2020-12-21 23:56:57 main:581] : INFO : Epoch 1939 | loss: 0.0312234 | val_loss: 0.0312194 | Time: 1402.88 ms
[2020-12-21 23:56:58 main:581] : INFO : Epoch 1940 | loss: 0.0312239 | val_loss: 0.0312195 | Time: 1408.9 ms
[2020-12-21 23:57:00 main:581] : INFO : Epoch 1941 | loss: 0.0312245 | val_loss: 0.031222 | Time: 1403.14 ms
[2020-12-21 23:57:01 main:581] : INFO : Epoch 1942 | loss: 0.031224 | val_loss: 0.0312208 | Time: 1412.29 ms
[2020-12-21 23:57:02 main:581] : INFO : Epoch 1943 | loss: 0.0312236 | val_loss: 0.0312196 | Time: 1403.17 ms
[2020-12-21 23:57:04 main:581] : INFO : Epoch 1944 | loss: 0.0312234 | val_loss: 0.0312195 | Time: 1405.82 ms
[2020-12-21 23:57:05 main:581] : INFO : Epoch 1945 | loss: 0.0312232 | val_loss: 0.0312201 | Time: 1403.22 ms
[2020-12-21 23:57:07 main:581] : INFO : Epoch 1946 | loss: 0.0312232 | val_loss: 0.0312193 | Time: 1406.96 ms
[2020-12-21 23:57:08 main:581] : INFO : Epoch 1947 | loss: 0.0312237 | val_loss: 0.0312206 | Time: 1404.75 ms
[2020-12-21 23:57:09 main:581] : INFO : Epoch 1948 | loss: 0.0312245 | val_loss: 0.0312195 | Time: 1406.94 ms
[2020-12-21 23:57:11 main:581] : INFO : Epoch 1949 | loss: 0.0312234 | val_loss: 0.0312214 | Time: 1404.11 ms
[2020-12-21 23:57:12 main:581] : INFO : Epoch 1950 | loss: 0.0312236 | val_loss: 0.0312204 | Time: 1408.22 ms
[2020-12-21 23:57:14 main:581] : INFO : Epoch 1951 | loss: 0.0312234 | val_loss: 0.0312192 | Time: 1406.28 ms
[2020-12-21 23:57:15 main:581] : INFO : Epoch 1952 | loss: 0.0312233 | val_loss: 0.0312197 | Time: 1403.78 ms
[2020-12-21 23:57:16 main:581] : INFO : Epoch 1953 | loss: 0.0312229 | val_loss: 0.0312194 | Time: 1403.98 ms
[2020-12-21 23:57:18 main:581] : INFO : Epoch 1954 | loss: 0.0312228 | val_loss: 0.0312205 | Time: 1404.5 ms
[2020-12-21 23:57:19 main:581] : INFO : Epoch 1955 | loss: 0.0312236 | val_loss: 0.0312198 | Time: 1405.15 ms
[2020-12-21 23:57:21 main:581] : INFO : Epoch 1956 | loss: 0.0312232 | val_loss: 0.0312213 | Time: 1403.38 ms
[2020-12-21 23:57:22 main:581] : INFO : Epoch 1957 | loss: 0.0312238 | val_loss: 0.0312207 | Time: 1405.63 ms
[2020-12-21 23:57:24 main:581] : INFO : Epoch 1958 | loss: 0.0312241 | val_loss: 0.0312197 | Time: 1404.15 ms
[2020-12-21 23:57:25 main:581] : INFO : Epoch 1959 | loss: 0.0312238 | val_loss: 0.0312211 | Time: 1406.5 ms
[2020-12-21 23:57:26 main:581] : INFO : Epoch 1960 | loss: 0.0312237 | val_loss: 0.0312192 | Time: 1403.06 ms
[2020-12-21 23:57:28 main:581] : INFO : Epoch 1961 | loss: 0.0312232 | val_loss: 0.0312189 | Time: 1407.61 ms
[2020-12-21 23:57:29 main:581] : INFO : Epoch 1962 | loss: 0.0312231 | val_loss: 0.0312191 | Time: 1403.17 ms
[2020-12-21 23:57:31 main:581] : INFO : Epoch 1963 | loss: 0.0312244 | val_loss: 0.031222 | Time: 1406.95 ms
[2020-12-21 23:57:32 main:581] : INFO : Epoch 1964 | loss: 0.0312243 | val_loss: 0.0312201 | Time: 1405.78 ms
[2020-12-21 23:57:33 main:581] : INFO : Epoch 1965 | loss: 0.0312239 | val_loss: 0.0312198 | Time: 1407.77 ms
[2020-12-21 23:57:35 main:581] : INFO : Epoch 1966 | loss: 0.0312229 | val_loss: 0.031219 | Time: 1406.66 ms
[2020-12-21 23:57:36 main:581] : INFO : Epoch 1967 | loss: 0.0312229 | val_loss: 0.0312189 | Time: 1404.02 ms
[2020-12-21 23:57:38 main:581] : INFO : Epoch 1968 | loss: 0.0312235 | val_loss: 0.0312198 | Time: 1410.06 ms
[2020-12-21 23:57:39 main:581] : INFO : Epoch 1969 | loss: 0.031223 | val_loss: 0.0312193 | Time: 1404.37 ms
[2020-12-21 23:57:40 main:581] : INFO : Epoch 1970 | loss: 0.0312232 | val_loss: 0.031219 | Time: 1406.64 ms
[2020-12-21 23:57:42 main:581] : INFO : Epoch 1971 | loss: 0.031223 | val_loss: 0.0312189 | Time: 1402.75 ms
[2020-12-21 23:57:43 main:581] : INFO : Epoch 1972 | loss: 0.0312229 | val_loss: 0.0312195 | Time: 1408.5 ms
[2020-12-21 23:57:45 main:581] : INFO : Epoch 1973 | loss: 0.0312229 | val_loss: 0.0312199 | Time: 1403.27 ms
[2020-12-21 23:57:46 main:581] : INFO : Epoch 1974 | loss: 0.031223 | val_loss: 0.0312197 | Time: 1406.79 ms
[2020-12-21 23:57:47 main:581] : INFO : Epoch 1975 | loss: 0.0312229 | val_loss: 0.0312188 | Time: 1404.41 ms
[2020-12-21 23:57:49 main:581] : INFO : Epoch 1976 | loss: 0.0312231 | val_loss: 0.0312191 | Time: 1405.24 ms
[2020-12-21 23:57:50 main:581] : INFO : Epoch 1977 | loss: 0.0312227 | val_loss: 0.0312193 | Time: 1403.64 ms
[2020-12-21 23:57:52 main:581] : INFO : Epoch 1978 | loss: 0.0312228 | val_loss: 0.0312188 | Time: 1406.3 ms
[2020-12-21 23:57:53 main:581] : INFO : Epoch 1979 | loss: 0.0312228 | val_loss: 0.0312188 | Time: 1406.33 ms
[2020-12-21 23:57:54 main:581] : INFO : Epoch 1980 | loss: 0.0312225 | val_loss: 0.0312194 | Time: 1404.47 ms
[2020-12-21 23:57:56 main:581] : INFO : Epoch 1981 | loss: 0.0312233 | val_loss: 0.0312202 | Time: 1408.24 ms
[2020-12-21 23:57:57 main:581] : INFO : Epoch 1982 | loss: 0.0312238 | val_loss: 0.031227 | Time: 1403.38 ms
[2020-12-21 23:57:59 main:581] : INFO : Epoch 1983 | loss: 0.0312258 | val_loss: 0.031219 | Time: 1410.28 ms
[2020-12-21 23:58:00 main:581] : INFO : Epoch 1984 | loss: 0.0312246 | val_loss: 0.0312188 | Time: 1403.09 ms
[2020-12-21 23:58:01 main:581] : INFO : Epoch 1985 | loss: 0.0312234 | val_loss: 0.0312198 | Time: 1407.1 ms
[2020-12-21 23:58:03 main:581] : INFO : Epoch 1986 | loss: 0.0312246 | val_loss: 0.0312193 | Time: 1403.81 ms
[2020-12-21 23:58:04 main:581] : INFO : Epoch 1987 | loss: 0.0312247 | val_loss: 0.0312189 | Time: 1406.99 ms
[2020-12-21 23:58:06 main:581] : INFO : Epoch 1988 | loss: 0.0312241 | val_loss: 0.0312194 | Time: 1403.46 ms
[2020-12-21 23:58:07 main:581] : INFO : Epoch 1989 | loss: 0.0312229 | val_loss: 0.0312194 | Time: 1407.38 ms
[2020-12-21 23:58:08 main:581] : INFO : Epoch 1990 | loss: 0.0312234 | val_loss: 0.0312187 | Time: 1405.31 ms
[2020-12-21 23:58:10 main:581] : INFO : Epoch 1991 | loss: 0.0312234 | val_loss: 0.0312196 | Time: 1408.64 ms
[2020-12-21 23:58:11 main:581] : INFO : Epoch 1992 | loss: 0.0312243 | val_loss: 0.0312199 | Time: 1403.37 ms
[2020-12-21 23:58:13 main:581] : INFO : Epoch 1993 | loss: 0.0312235 | val_loss: 0.0312189 | Time: 1408.61 ms
[2020-12-21 23:58:14 main:581] : INFO : Epoch 1994 | loss: 0.0312229 | val_loss: 0.0312192 | Time: 1407.3 ms
[2020-12-21 23:58:16 main:581] : INFO : Epoch 1995 | loss: 0.0312234 | val_loss: 0.0312191 | Time: 1403.25 ms
[2020-12-21 23:58:17 main:581] : INFO : Epoch 1996 | loss: 0.031223 | val_loss: 0.031219 | Time: 1406.06 ms
[2020-12-21 23:58:18 main:581] : INFO : Epoch 1997 | loss: 0.0312231 | val_loss: 0.0312204 | Time: 1403.22 ms
[2020-12-21 23:58:20 main:581] : INFO : Epoch 1998 | loss: 0.0312233 | val_loss: 0.0312192 | Time: 1408.78 ms
[2020-12-21 23:58:21 main:581] : INFO : Epoch 1999 | loss: 0.0312231 | val_loss: 0.0312194 | Time: 1403.33 ms
[2020-12-21 23:58:23 main:581] : INFO : Epoch 2000 | loss: 0.031223 | val_loss: 0.0312192 | Time: 1408.94 ms
[2020-12-21 23:58:24 main:581] : INFO : Epoch 2001 | loss: 0.0312232 | val_loss: 0.0312188 | Time: 1403.67 ms
[2020-12-21 23:58:25 main:581] : INFO : Epoch 2002 | loss: 0.0312235 | val_loss: 0.0312212 | Time: 1409.82 ms
[2020-12-21 23:58:27 main:581] : INFO : Epoch 2003 | loss: 0.0312237 | val_loss: 0.0312207 | Time: 1405.04 ms
[2020-12-21 23:58:28 main:581] : INFO : Epoch 2004 | loss: 0.0312243 | val_loss: 0.0312198 | Time: 1407.63 ms
[2020-12-21 23:58:30 main:581] : INFO : Epoch 2005 | loss: 0.031224 | val_loss: 0.0312199 | Time: 1403.77 ms
[2020-12-21 23:58:31 main:581] : INFO : Epoch 2006 | loss: 0.0312238 | val_loss: 0.031219 | Time: 1410.64 ms
[2020-12-21 23:58:32 main:581] : INFO : Epoch 2007 | loss: 0.0312234 | val_loss: 0.0312187 | Time: 1403.12 ms
[2020-12-21 23:58:34 main:581] : INFO : Epoch 2008 | loss: 0.0312249 | val_loss: 0.0312199 | Time: 1407.09 ms
[2020-12-21 23:58:35 main:581] : INFO : Epoch 2009 | loss: 0.031225 | val_loss: 0.0312199 | Time: 1410.35 ms
[2020-12-21 23:58:37 main:581] : INFO : Epoch 2010 | loss: 0.0312231 | val_loss: 0.0312192 | Time: 1404.15 ms
[2020-12-21 23:58:38 main:581] : INFO : Epoch 2011 | loss: 0.0312238 | val_loss: 0.0312202 | Time: 1408.44 ms
[2020-12-21 23:58:39 main:581] : INFO : Epoch 2012 | loss: 0.0312239 | val_loss: 0.0312196 | Time: 1403.4 ms
[2020-12-21 23:58:41 main:581] : INFO : Epoch 2013 | loss: 0.0312234 | val_loss: 0.0312197 | Time: 1407.94 ms
[2020-12-21 23:58:42 main:581] : INFO : Epoch 2014 | loss: 0.0312235 | val_loss: 0.0312193 | Time: 1402.96 ms
[2020-12-21 23:58:44 main:581] : INFO : Epoch 2015 | loss: 0.0312227 | val_loss: 0.0312195 | Time: 1409.83 ms
[2020-12-21 23:58:45 main:581] : INFO : Epoch 2016 | loss: 0.0312245 | val_loss: 0.0312215 | Time: 1403.12 ms
[2020-12-21 23:58:46 main:581] : INFO : Epoch 2017 | loss: 0.0312255 | val_loss: 0.0312227 | Time: 1408.13 ms
[2020-12-21 23:58:48 main:581] : INFO : Epoch 2018 | loss: 0.0312238 | val_loss: 0.0312191 | Time: 1403.07 ms
[2020-12-21 23:58:49 main:581] : INFO : Epoch 2019 | loss: 0.0312231 | val_loss: 0.0312186 | Time: 1406.65 ms
[2020-12-21 23:58:51 main:581] : INFO : Epoch 2020 | loss: 0.0312226 | val_loss: 0.0312189 | Time: 1403.67 ms
[2020-12-21 23:58:52 main:581] : INFO : Epoch 2021 | loss: 0.0312234 | val_loss: 0.0312205 | Time: 1408.65 ms
[2020-12-21 23:58:54 main:581] : INFO : Epoch 2022 | loss: 0.0312245 | val_loss: 0.0312198 | Time: 1405.34 ms
[2020-12-21 23:58:55 main:581] : INFO : Epoch 2023 | loss: 0.0312235 | val_loss: 0.0312217 | Time: 1406.82 ms
[2020-12-21 23:58:56 main:581] : INFO : Epoch 2024 | loss: 0.0312242 | val_loss: 0.031219 | Time: 1410.08 ms
[2020-12-21 23:58:58 main:581] : INFO : Epoch 2025 | loss: 0.0312226 | val_loss: 0.0312196 | Time: 1403.33 ms
[2020-12-21 23:58:59 main:581] : INFO : Epoch 2026 | loss: 0.0312237 | val_loss: 0.03122 | Time: 1406.97 ms
[2020-12-21 23:59:01 main:581] : INFO : Epoch 2027 | loss: 0.0312232 | val_loss: 0.0312193 | Time: 1403.04 ms
[2020-12-21 23:59:02 main:581] : INFO : Epoch 2028 | loss: 0.031225 | val_loss: 0.0312221 | Time: 1406.62 ms
[2020-12-21 23:59:03 main:581] : INFO : Epoch 2029 | loss: 0.0312268 | val_loss: 0.0312197 | Time: 1403.62 ms
[2020-12-21 23:59:05 main:581] : INFO : Epoch 2030 | loss: 0.0312249 | val_loss: 0.0312201 | Time: 1405.61 ms
[2020-12-21 23:59:06 main:581] : INFO : Epoch 2031 | loss: 0.0312235 | val_loss: 0.0312208 | Time: 1402.98 ms
[2020-12-21 23:59:08 main:581] : INFO : Epoch 2032 | loss: 0.0312237 | val_loss: 0.0312217 | Time: 1410.88 ms
[2020-12-21 23:59:09 main:581] : INFO : Epoch 2033 | loss: 0.0312236 | val_loss: 0.0312187 | Time: 1404.26 ms
[2020-12-21 23:59:10 main:581] : INFO : Epoch 2034 | loss: 0.0312229 | val_loss: 0.0312208 | Time: 1406.96 ms
[2020-12-21 23:59:12 main:581] : INFO : Epoch 2035 | loss: 0.0312236 | val_loss: 0.0312193 | Time: 1404.51 ms
[2020-12-21 23:59:13 main:581] : INFO : Epoch 2036 | loss: 0.0312227 | val_loss: 0.0312203 | Time: 1408.11 ms
[2020-12-21 23:59:15 main:581] : INFO : Epoch 2037 | loss: 0.0312232 | val_loss: 0.0312215 | Time: 1405.04 ms
[2020-12-21 23:59:16 main:581] : INFO : Epoch 2038 | loss: 0.0312241 | val_loss: 0.031221 | Time: 1409.89 ms
[2020-12-21 23:59:17 main:581] : INFO : Epoch 2039 | loss: 0.0312239 | val_loss: 0.0312198 | Time: 1412.04 ms
[2020-12-21 23:59:19 main:581] : INFO : Epoch 2040 | loss: 0.0312231 | val_loss: 0.0312191 | Time: 1403.62 ms
[2020-12-21 23:59:20 main:581] : INFO : Epoch 2041 | loss: 0.0312235 | val_loss: 0.0312186 | Time: 1406.56 ms
[2020-12-21 23:59:22 main:581] : INFO : Epoch 2042 | loss: 0.0312233 | val_loss: 0.0312195 | Time: 1403.34 ms
[2020-12-21 23:59:23 main:581] : INFO : Epoch 2043 | loss: 0.0312234 | val_loss: 0.0312192 | Time: 1408.39 ms
[2020-12-21 23:59:24 main:581] : INFO : Epoch 2044 | loss: 0.0312236 | val_loss: 0.0312188 | Time: 1403.22 ms
[2020-12-21 23:59:26 main:581] : INFO : Epoch 2045 | loss: 0.0312248 | val_loss: 0.031225 | Time: 1408.22 ms
[2020-12-21 23:59:27 main:581] : INFO : Epoch 2046 | loss: 0.031225 | val_loss: 0.0312189 | Time: 1403.49 ms
[2020-12-21 23:59:29 main:581] : INFO : Epoch 2047 | loss: 0.031223 | val_loss: 0.0312201 | Time: 1407.08 ms
[2020-12-21 23:59:30 main:581] : INFO : Epoch 2048 | loss: 0.0312238 | val_loss: 0.0312193 | Time: 1403.41 ms
[2020-12-21 23:59:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312193
[2020-12-21 23:59:30 main:610] : INFO : Saving end state to config to file
[2020-12-21 23:59:30 main:615] : INFO : Success, exiting..
23:59:30 (2345669): 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)