Task 4180123
| Name | ParityMachine-1612383231-22331-2_0 |
| Workunit | 2279917 |
| Created | 25 Feb 2021, 10:22:50 UTC |
| Sent | 7 Mar 2021, 5:00:01 UTC |
| Report deadline | 14 Mar 2021, 5:00:01 UTC |
| Received | 7 Mar 2021, 19:18:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 2 min 24 sec |
| CPU time | 1 hours 2 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.89 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 | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0312233 | val_loss: 0.0312263 | Time: 1830.19 ms [2021-03-07 13:01:51 main:581] : INFO : Epoch 1539 | loss: 0.0312221 | val_loss: 0.0312257 | Time: 1826.31 ms [2021-03-07 13:01:53 main:581] : INFO : Epoch 1540 | loss: 0.0312236 | val_loss: 0.0312211 | Time: 1832 ms [2021-03-07 13:01:55 main:581] : INFO : Epoch 1541 | loss: 0.0312238 | val_loss: 0.0312239 | Time: 1832.67 ms [2021-03-07 13:01:57 main:581] : INFO : Epoch 1542 | loss: 0.0312252 | val_loss: 0.0312359 | Time: 1839.1 ms [2021-03-07 13:01:59 main:581] : INFO : Epoch 1543 | loss: 0.0312279 | val_loss: 0.0312224 | Time: 1834.64 ms [2021-03-07 13:02:00 main:581] : INFO : Epoch 1544 | loss: 0.0312269 | val_loss: 0.0312372 | Time: 1827.56 ms [2021-03-07 13:02:02 main:581] : INFO : Epoch 1545 | loss: 0.031226 | val_loss: 0.0312204 | Time: 1826.8 ms [2021-03-07 13:02:04 main:581] : INFO : Epoch 1546 | loss: 0.0312245 | val_loss: 0.0312214 | Time: 1830.13 ms [2021-03-07 13:02:06 main:581] : INFO : Epoch 1547 | loss: 0.0312203 | val_loss: 0.0312202 | Time: 1841.98 ms [2021-03-07 13:02:08 main:581] : INFO : Epoch 1548 | loss: 0.0312208 | val_loss: 0.0312202 | Time: 1842.99 ms [2021-03-07 13:02:10 main:581] : INFO : Epoch 1549 | loss: 0.0312203 | val_loss: 0.0312203 | Time: 1833.39 ms [2021-03-07 13:02:11 main:581] : INFO : Epoch 1550 | loss: 0.031222 | val_loss: 0.0312279 | Time: 1826.87 ms [2021-03-07 13:02:13 main:581] : INFO : Epoch 1551 | loss: 0.0312226 | val_loss: 0.0312211 | Time: 1833.64 ms [2021-03-07 13:02:15 main:581] : INFO : Epoch 1552 | loss: 0.031222 | val_loss: 0.0312224 | Time: 1823.08 ms [2021-03-07 13:02:17 main:581] : INFO : Epoch 1553 | loss: 0.0312216 | val_loss: 0.0312238 | Time: 1827.03 ms [2021-03-07 13:02:19 main:581] : INFO : Epoch 1554 | loss: 0.0312241 | val_loss: 0.0312205 | Time: 1829.03 ms [2021-03-07 13:02:21 main:581] : INFO : Epoch 1555 | loss: 0.0312234 | val_loss: 0.0312211 | Time: 1832.6 ms [2021-03-07 13:02:22 main:581] : INFO : Epoch 1556 | loss: 0.0312227 | val_loss: 0.0312216 | Time: 1831.74 ms [2021-03-07 13:02:24 main:581] : INFO : Epoch 1557 | loss: 0.0312214 | val_loss: 0.0312233 | Time: 1826.25 ms [2021-03-07 13:02:26 main:581] : INFO : Epoch 1558 | loss: 0.0312211 | val_loss: 0.0312201 | Time: 1833.11 ms [2021-03-07 13:02:28 main:581] : INFO : Epoch 1559 | loss: 0.0312219 | val_loss: 0.0312216 | Time: 1837.41 ms [2021-03-07 13:02:30 main:581] : INFO : Epoch 1560 | loss: 0.0312233 | val_loss: 0.0312203 | Time: 1830.77 ms [2021-03-07 13:02:32 main:581] : INFO : Epoch 1561 | loss: 0.0312207 | val_loss: 0.0312199 | Time: 1833.19 ms [2021-03-07 13:02:33 main:581] : INFO : Epoch 1562 | loss: 0.0312233 | val_loss: 0.0312274 | Time: 1832.87 ms [2021-03-07 13:02:35 main:581] : INFO : Epoch 1563 | loss: 0.0312234 | val_loss: 0.0312229 | Time: 1832.94 ms [2021-03-07 13:02:37 main:581] : INFO : Epoch 1564 | loss: 0.0312203 | val_loss: 0.0312212 | Time: 1829.63 ms [2021-03-07 13:02:39 main:581] : INFO : Epoch 1565 | loss: 0.0312199 | val_loss: 0.0312197 | Time: 1825.92 ms [2021-03-07 13:02:41 main:581] : INFO : Epoch 1566 | loss: 0.0312216 | val_loss: 0.0312201 | Time: 1826.45 ms [2021-03-07 13:02:43 main:581] : INFO : Epoch 1567 | loss: 0.0312212 | val_loss: 0.0312235 | Time: 1826.51 ms [2021-03-07 13:02:44 main:581] : INFO : Epoch 1568 | loss: 0.0312201 | val_loss: 0.0312218 | Time: 1827.79 ms [2021-03-07 13:02:46 main:581] : INFO : Epoch 1569 | loss: 0.0312209 | val_loss: 0.0312197 | Time: 1832.27 ms [2021-03-07 13:02:48 main:581] : INFO : Epoch 1570 | loss: 0.031221 | val_loss: 0.0312205 | Time: 1823.32 ms [2021-03-07 13:02:50 main:581] : INFO : Epoch 1571 | loss: 0.0312199 | val_loss: 0.0312242 | Time: 1824.23 ms [2021-03-07 13:02:52 main:581] : INFO : Epoch 1572 | loss: 0.0312201 | val_loss: 0.0312257 | Time: 1833.35 ms [2021-03-07 13:02:53 main:581] : INFO : Epoch 1573 | loss: 0.0312243 | val_loss: 0.0312309 | Time: 1832.07 ms [2021-03-07 13:02:55 main:581] : INFO : Epoch 1574 | loss: 0.0312255 | val_loss: 0.0312199 | Time: 1833.26 ms [2021-03-07 13:02:57 main:581] : INFO : Epoch 1575 | loss: 0.0312219 | val_loss: 0.0312237 | Time: 1838.29 ms [2021-03-07 13:02:59 main:581] : INFO : Epoch 1576 | loss: 0.031221 | val_loss: 0.0312207 | Time: 1828.89 ms [2021-03-07 13:03:01 main:581] : INFO : Epoch 1577 | loss: 0.0312217 | val_loss: 0.0312314 | Time: 1827.97 ms [2021-03-07 13:03:03 main:581] : INFO : Epoch 1578 | loss: 0.031229 | val_loss: 0.0312246 | Time: 1827.33 ms [2021-03-07 13:03:04 main:581] : INFO : Epoch 1579 | loss: 0.0312212 | val_loss: 0.0312203 | Time: 1831.75 ms [2021-03-07 13:03:06 main:581] : INFO : Epoch 1580 | loss: 0.0312258 | val_loss: 0.0312315 | Time: 1828.84 ms [2021-03-07 13:03:08 main:581] : INFO : Epoch 1581 | loss: 0.0312277 | val_loss: 0.0312219 | Time: 1821.09 ms [2021-03-07 13:03:10 main:581] : INFO : Epoch 1582 | loss: 0.0312212 | val_loss: 0.03123 | Time: 1824.3 ms [2021-03-07 13:03:12 main:581] : INFO : Epoch 1583 | loss: 0.0312202 | val_loss: 0.0312212 | Time: 1836.12 ms [2021-03-07 13:03:14 main:581] : INFO : Epoch 1584 | loss: 0.0312202 | val_loss: 0.0312211 | Time: 1839.92 ms [2021-03-07 13:03:15 main:581] : INFO : Epoch 1585 | loss: 0.0312217 | val_loss: 0.0312202 | Time: 1833.92 ms [2021-03-07 13:03:17 main:581] : INFO : Epoch 1586 | loss: 0.0312221 | val_loss: 0.0312239 | Time: 1833.2 ms [2021-03-07 13:03:19 main:581] : INFO : Epoch 1587 | loss: 0.0312225 | val_loss: 0.0312193 | Time: 1825.12 ms [2021-03-07 13:03:21 main:581] : INFO : Epoch 1588 | loss: 0.0312228 | val_loss: 0.0312203 | Time: 1831.16 ms [2021-03-07 13:03:23 main:581] : INFO : Epoch 1589 | loss: 0.0312254 | val_loss: 0.0312228 | Time: 1837.33 ms [2021-03-07 13:03:25 main:581] : INFO : Epoch 1590 | loss: 0.0312226 | val_loss: 0.0312304 | Time: 1830.45 ms [2021-03-07 13:03:26 main:581] : INFO : Epoch 1591 | loss: 0.0312229 | val_loss: 0.0312243 | Time: 1837.78 ms [2021-03-07 13:03:28 main:581] : INFO : Epoch 1592 | loss: 0.0312209 | val_loss: 0.0312192 | Time: 1838.06 ms [2021-03-07 13:03:30 main:581] : INFO : Epoch 1593 | loss: 0.0312191 | val_loss: 0.0312203 | Time: 1826.23 ms [2021-03-07 13:03:32 main:581] : INFO : Epoch 1594 | loss: 0.0312247 | val_loss: 0.0312243 | Time: 1825.91 ms [2021-03-07 13:03:34 main:581] : INFO : Epoch 1595 | loss: 0.0312228 | val_loss: 0.0312279 | Time: 1825.12 ms [2021-03-07 13:03:36 main:581] : INFO : Epoch 1596 | loss: 0.0312256 | val_loss: 0.0312218 | Time: 1837.12 ms [2021-03-07 13:03:37 main:581] : INFO : Epoch 1597 | loss: 0.0312226 | val_loss: 0.0312202 | Time: 1831.06 ms [2021-03-07 13:03:39 main:581] : INFO : Epoch 1598 | loss: 0.0312199 | val_loss: 0.0312207 | Time: 1831.55 ms [2021-03-07 13:03:41 main:581] : INFO : Epoch 1599 | loss: 0.0312197 | val_loss: 0.0312227 | Time: 1833.21 ms [2021-03-07 13:03:43 main:581] : INFO : Epoch 1600 | loss: 0.0312214 | val_loss: 0.0312191 | Time: 1830.03 ms [2021-03-07 13:03:45 main:581] : INFO : Epoch 1601 | loss: 0.0312202 | val_loss: 0.0312207 | Time: 1836.36 ms [2021-03-07 13:03:47 main:581] : INFO : Epoch 1602 | loss: 0.0312238 | val_loss: 0.031224 | Time: 1825.26 ms [2021-03-07 13:03:48 main:581] : INFO : Epoch 1603 | loss: 0.0312226 | val_loss: 0.0312272 | Time: 1835.57 ms [2021-03-07 13:03:50 main:581] : INFO : Epoch 1604 | loss: 0.0312249 | val_loss: 0.0312195 | Time: 1824.39 ms [2021-03-07 13:03:52 main:581] : INFO : Epoch 1605 | loss: 0.0312205 | val_loss: 0.0312241 | Time: 1838.03 ms [2021-03-07 13:03:54 main:581] : INFO : Epoch 1606 | loss: 0.0312226 | val_loss: 0.0312215 | Time: 1836.28 ms [2021-03-07 13:03:56 main:581] : INFO : Epoch 1607 | loss: 0.0312219 | val_loss: 0.0312294 | Time: 1826.69 ms [2021-03-07 13:03:58 main:581] : INFO : Epoch 1608 | loss: 0.0312266 | val_loss: 0.0312331 | Time: 1828.27 ms [2021-03-07 13:03:59 main:581] : INFO : Epoch 1609 | loss: 0.0312221 | val_loss: 0.0312197 | Time: 1834.57 ms [2021-03-07 13:04:01 main:581] : INFO : Epoch 1610 | loss: 0.0312201 | val_loss: 0.0312243 | Time: 1823.61 ms [2021-03-07 13:04:03 main:581] : INFO : Epoch 1611 | loss: 0.0312223 | val_loss: 0.0312257 | Time: 1834.21 ms [2021-03-07 13:04:05 main:581] : INFO : Epoch 1612 | loss: 0.0312208 | val_loss: 0.0312187 | Time: 1830.44 ms [2021-03-07 13:04:07 main:581] : INFO : Epoch 1613 | loss: 0.0312214 | val_loss: 0.0312187 | Time: 1833.06 ms [2021-03-07 13:04:09 main:581] : INFO : Epoch 1614 | loss: 0.0312189 | val_loss: 0.0312193 | Time: 1823.9 ms [2021-03-07 13:04:10 main:581] : INFO : Epoch 1615 | loss: 0.0312231 | val_loss: 0.0312283 | Time: 1807.9 ms [2021-03-07 13:04:12 main:581] : INFO : Epoch 1616 | loss: 0.0312262 | val_loss: 0.0312269 | Time: 1836.07 ms [2021-03-07 13:04:14 main:581] : INFO : Epoch 1617 | loss: 0.0312266 | val_loss: 0.0312216 | Time: 1840.33 ms [2021-03-07 13:04:16 main:581] : INFO : Epoch 1618 | loss: 0.0312221 | val_loss: 0.0312192 | Time: 1835.89 ms [2021-03-07 13:04:18 main:581] : INFO : Epoch 1619 | loss: 0.0312198 | val_loss: 0.0312192 | Time: 1824.8 ms [2021-03-07 13:04:20 main:581] : INFO : Epoch 1620 | loss: 0.0312208 | val_loss: 0.0312196 | Time: 1791.66 ms [2021-03-07 13:04:21 main:581] : INFO : Epoch 1621 | loss: 0.0312217 | val_loss: 0.0312212 | Time: 1826.98 ms [2021-03-07 13:04:23 main:581] : INFO : Epoch 1622 | loss: 0.0312219 | val_loss: 0.0312209 | Time: 1829.5 ms [2021-03-07 13:04:25 main:581] : INFO : Epoch 1623 | loss: 0.0312216 | val_loss: 0.0312194 | Time: 1833.45 ms [2021-03-07 13:04:27 main:581] : INFO : Epoch 1624 | loss: 0.0312236 | val_loss: 0.0312254 | Time: 1836.26 ms [2021-03-07 13:04:29 main:581] : INFO : Epoch 1625 | loss: 0.0312226 | val_loss: 0.0312217 | Time: 1836.8 ms [2021-03-07 13:04:31 main:581] : INFO : Epoch 1626 | loss: 0.031224 | val_loss: 0.03122 | Time: 1832.35 ms [2021-03-07 13:04:32 main:581] : INFO : Epoch 1627 | loss: 0.0312258 | val_loss: 0.0312259 | Time: 1838.5 ms [2021-03-07 13:04:34 main:581] : INFO : Epoch 1628 | loss: 0.0312239 | val_loss: 0.0312197 | Time: 1833.46 ms [2021-03-07 13:04:36 main:581] : INFO : Epoch 1629 | loss: 0.03122 | val_loss: 0.0312185 | Time: 1829.48 ms [2021-03-07 13:04:38 main:581] : INFO : Epoch 1630 | loss: 0.0312205 | val_loss: 0.0312196 | Time: 1830.23 ms [2021-03-07 13:04:40 main:581] : INFO : Epoch 1631 | loss: 0.0312211 | val_loss: 0.0312247 | Time: 1828.77 ms [2021-03-07 13:04:41 main:581] : INFO : Epoch 1632 | loss: 0.0312214 | val_loss: 0.0312219 | Time: 1830.29 ms [2021-03-07 13:04:43 main:581] : INFO : Epoch 1633 | loss: 0.0312218 | val_loss: 0.0312286 | Time: 1825.29 ms [2021-03-07 13:04:45 main:581] : INFO : Epoch 1634 | loss: 0.031222 | val_loss: 0.0312206 | Time: 1833.97 ms [2021-03-07 13:04:47 main:581] : INFO : Epoch 1635 | loss: 0.0312252 | val_loss: 0.0312393 | Time: 1826.93 ms [2021-03-07 13:04:49 main:581] : INFO : Epoch 1636 | loss: 0.0312272 | val_loss: 0.0312217 | Time: 1828.08 ms [2021-03-07 13:04:51 main:581] : INFO : Epoch 1637 | loss: 0.0312214 | val_loss: 0.031231 | Time: 1830.84 ms [2021-03-07 13:04:52 main:581] : INFO : Epoch 1638 | loss: 0.0312212 | val_loss: 0.0312197 | Time: 1832.38 ms [2021-03-07 13:04:54 main:581] : INFO : Epoch 1639 | loss: 0.03122 | val_loss: 0.0312228 | Time: 1835.34 ms [2021-03-07 13:04:56 main:581] : INFO : Epoch 1640 | loss: 0.0312208 | val_loss: 0.0312185 | Time: 1834.9 ms [2021-03-07 13:04:58 main:581] : INFO : Epoch 1641 | loss: 0.0312198 | val_loss: 0.0312249 | Time: 1834.28 ms [2021-03-07 13:05:00 main:581] : INFO : Epoch 1642 | loss: 0.0312226 | val_loss: 0.0312226 | Time: 1835.87 ms [2021-03-07 13:05:02 main:581] : INFO : Epoch 1643 | loss: 0.0312252 | val_loss: 0.0312264 | Time: 1838.56 ms [2021-03-07 13:05:03 main:581] : INFO : Epoch 1644 | loss: 0.0312232 | val_loss: 0.031219 | Time: 1826.11 ms [2021-03-07 13:05:05 main:581] : INFO : Epoch 1645 | loss: 0.0312188 | val_loss: 0.0312187 | Time: 1826.9 ms [2021-03-07 13:05:07 main:581] : INFO : Epoch 1646 | loss: 0.0312204 | val_loss: 0.0312194 | Time: 1829.19 ms [2021-03-07 13:05:09 main:581] : INFO : Epoch 1647 | loss: 0.0312188 | val_loss: 0.0312185 | Time: 1824.2 ms [2021-03-07 13:05:11 main:581] : INFO : Epoch 1648 | loss: 0.0312197 | val_loss: 0.0312195 | Time: 1827.33 ms [2021-03-07 13:05:13 main:581] : INFO : Epoch 1649 | loss: 0.031222 | val_loss: 0.0312204 | Time: 1822.73 ms [2021-03-07 13:05:14 main:581] : INFO : Epoch 1650 | loss: 0.0312226 | val_loss: 0.0312209 | Time: 1823.28 ms [2021-03-07 13:05:16 main:581] : INFO : Epoch 1651 | loss: 0.0312259 | val_loss: 0.031229 | Time: 1825.09 ms [2021-03-07 13:05:18 main:581] : INFO : Epoch 1652 | loss: 0.0312246 | val_loss: 0.0312279 | Time: 1825.95 ms [2021-03-07 13:05:20 main:581] : INFO : Epoch 1653 | loss: 0.0312215 | val_loss: 0.0312261 | Time: 1822.87 ms [2021-03-07 13:05:22 main:581] : INFO : Epoch 1654 | loss: 0.0312215 | val_loss: 0.0312289 | Time: 1830.83 ms [2021-03-07 13:05:24 main:581] : INFO : Epoch 1655 | loss: 0.0312217 | val_loss: 0.0312217 | Time: 1830.65 ms [2021-03-07 13:05:25 main:581] : INFO : Epoch 1656 | loss: 0.0312226 | val_loss: 0.0312196 | Time: 1840.84 ms [2021-03-07 13:05:27 main:581] : INFO : Epoch 1657 | loss: 0.0312212 | val_loss: 0.0312195 | Time: 1839.23 ms [2021-03-07 13:05:29 main:581] : INFO : Epoch 1658 | loss: 0.031223 | val_loss: 0.0312211 | Time: 1835.76 ms [2021-03-07 13:05:31 main:581] : INFO : Epoch 1659 | loss: 0.031224 | val_loss: 0.0312193 | Time: 1827.4 ms [2021-03-07 13:05:33 main:581] : INFO : Epoch 1660 | loss: 0.0312197 | val_loss: 0.0312196 | Time: 1826.88 ms [2021-03-07 13:05:35 main:581] : INFO : Epoch 1661 | loss: 0.0312218 | val_loss: 0.0312286 | Time: 1826.2 ms [2021-03-07 13:05:36 main:581] : INFO : Epoch 1662 | loss: 0.0312205 | val_loss: 0.0312187 | Time: 1834.01 ms [2021-03-07 13:05:38 main:581] : INFO : Epoch 1663 | loss: 0.0312212 | val_loss: 0.0312195 | Time: 1842.08 ms [2021-03-07 13:05:40 main:581] : INFO : Epoch 1664 | loss: 0.0312227 | val_loss: 0.0312221 | Time: 1840.72 ms [2021-03-07 13:05:42 main:581] : INFO : Epoch 1665 | loss: 0.0312201 | val_loss: 0.031225 | Time: 1824.97 ms [2021-03-07 13:05:44 main:581] : INFO : Epoch 1666 | loss: 0.0312212 | val_loss: 0.0312221 | Time: 1838.95 ms [2021-03-07 13:05:46 main:581] : INFO : Epoch 1667 | loss: 0.0312208 | val_loss: 0.0312229 | Time: 1836.47 ms [2021-03-07 13:05:47 main:581] : INFO : Epoch 1668 | loss: 0.0312196 | val_loss: 0.0312196 | Time: 1835.93 ms [2021-03-07 13:05:49 main:581] : INFO : Epoch 1669 | loss: 0.0312188 | val_loss: 0.0312286 | Time: 1831.94 ms [2021-03-07 13:05:51 main:581] : INFO : Epoch 1670 | loss: 0.0312253 | val_loss: 0.0312217 | Time: 1827.56 ms [2021-03-07 13:05:53 main:581] : INFO : Epoch 1671 | loss: 0.0312223 | val_loss: 0.0312188 | Time: 1843.43 ms [2021-03-07 13:05:55 main:581] : INFO : Epoch 1672 | loss: 0.0312185 | val_loss: 0.0312184 | Time: 1837.64 ms [2021-03-07 13:05:57 main:581] : INFO : Epoch 1673 | loss: 0.0312186 | val_loss: 0.0312187 | Time: 1804.01 ms [2021-03-07 13:05:58 main:581] : INFO : Epoch 1674 | loss: 0.0312189 | val_loss: 0.0312189 | Time: 1828.66 ms [2021-03-07 13:06:00 main:581] : INFO : Epoch 1675 | loss: 0.0312189 | val_loss: 0.0312183 | Time: 1818.46 ms [2021-03-07 13:06:02 main:581] : INFO : Epoch 1676 | loss: 0.0312211 | val_loss: 0.0312245 | Time: 1833.42 ms [2021-03-07 13:06:04 main:581] : INFO : Epoch 1677 | loss: 0.0312215 | val_loss: 0.0312257 | Time: 1835.47 ms [2021-03-07 13:06:06 main:581] : INFO : Epoch 1678 | loss: 0.0312238 | val_loss: 0.0312209 | Time: 1825.45 ms [2021-03-07 13:06:08 main:581] : INFO : Epoch 1679 | loss: 0.0312204 | val_loss: 0.0312192 | Time: 1830.26 ms [2021-03-07 13:06:09 main:581] : INFO : Epoch 1680 | loss: 0.0312201 | val_loss: 0.0312185 | Time: 1829.85 ms [2021-03-07 13:06:11 main:581] : INFO : Epoch 1681 | loss: 0.03122 | val_loss: 0.0312201 | Time: 1829.29 ms [2021-03-07 13:06:13 main:581] : INFO : Epoch 1682 | loss: 0.0312204 | val_loss: 0.031221 | Time: 1832.86 ms [2021-03-07 13:06:15 main:581] : INFO : Epoch 1683 | loss: 0.0312216 | val_loss: 0.0312184 | Time: 1829.54 ms [2021-03-07 13:06:17 main:581] : INFO : Epoch 1684 | loss: 0.03122 | val_loss: 0.0312186 | Time: 1827.04 ms [2021-03-07 13:06:19 main:581] : INFO : Epoch 1685 | loss: 0.0312184 | val_loss: 0.0312186 | Time: 1822.77 ms [2021-03-07 13:06:20 main:581] : INFO : Epoch 1686 | loss: 0.0312202 | val_loss: 0.0312182 | Time: 1828.28 ms [2021-03-07 13:06:22 main:581] : INFO : Epoch 1687 | loss: 0.0312191 | val_loss: 0.0312184 | Time: 1834.51 ms [2021-03-07 13:06:24 main:581] : INFO : Epoch 1688 | loss: 0.0312197 | val_loss: 0.0312191 | Time: 1826.11 ms [2021-03-07 13:06:26 main:581] : INFO : Epoch 1689 | loss: 0.0312204 | val_loss: 0.0312227 | Time: 1830.22 ms [2021-03-07 13:06:28 main:581] : INFO : Epoch 1690 | loss: 0.0312213 | val_loss: 0.0312187 | Time: 1830.22 ms [2021-03-07 13:06:29 main:581] : INFO : Epoch 1691 | loss: 0.0312186 | val_loss: 0.0312184 | Time: 1833.01 ms [2021-03-07 13:06:31 main:581] : INFO : Epoch 1692 | loss: 0.0312212 | val_loss: 0.031221 | Time: 1831.52 ms [2021-03-07 13:06:33 main:581] : INFO : Epoch 1693 | loss: 0.0312251 | val_loss: 0.0312201 | Time: 1827.07 ms [2021-03-07 13:06:35 main:581] : INFO : Epoch 1694 | loss: 0.0312222 | val_loss: 0.03122 | Time: 1829.78 ms [2021-03-07 13:06:37 main:581] : INFO : Epoch 1695 | loss: 0.0312201 | val_loss: 0.0312282 | Time: 1821.91 ms [2021-03-07 13:06:39 main:581] : INFO : Epoch 1696 | loss: 0.0312246 | val_loss: 0.0312264 | Time: 1827.88 ms [2021-03-07 13:06:40 main:581] : INFO : Epoch 1697 | loss: 0.0312193 | val_loss: 0.0312194 | Time: 1828.34 ms [2021-03-07 13:06:42 main:581] : INFO : Epoch 1698 | loss: 0.0312192 | val_loss: 0.0312189 | Time: 1821.65 ms [2021-03-07 13:06:44 main:581] : INFO : Epoch 1699 | loss: 0.0312188 | val_loss: 0.031221 | Time: 1826.23 ms [2021-03-07 13:06:46 main:581] : INFO : Epoch 1700 | loss: 0.0312204 | val_loss: 0.0312181 | Time: 1828.27 ms [2021-03-07 13:06:48 main:581] : INFO : Epoch 1701 | loss: 0.0312202 | val_loss: 0.0312211 | Time: 1825.9 ms [2021-03-07 13:06:50 main:581] : INFO : Epoch 1702 | loss: 0.031221 | val_loss: 0.0312198 | Time: 1834.24 ms [2021-03-07 13:06:51 main:581] : INFO : Epoch 1703 | loss: 0.0312187 | val_loss: 0.0312195 | Time: 1829.52 ms [2021-03-07 13:06:53 main:581] : INFO : Epoch 1704 | loss: 0.0312186 | val_loss: 0.0312183 | Time: 1823.35 ms [2021-03-07 13:06:55 main:581] : INFO : Epoch 1705 | loss: 0.0312199 | val_loss: 0.0312187 | Time: 1821.45 ms [2021-03-07 13:06:57 main:581] : INFO : Epoch 1706 | loss: 0.0312188 | val_loss: 0.0312191 | Time: 1831.06 ms [2021-03-07 13:06:59 main:581] : INFO : Epoch 1707 | loss: 0.0312191 | val_loss: 0.0312215 | Time: 1833.86 ms [2021-03-07 13:07:01 main:581] : INFO : Epoch 1708 | loss: 0.0312188 | val_loss: 0.0312224 | Time: 1830.33 ms [2021-03-07 13:07:02 main:581] : INFO : Epoch 1709 | loss: 0.0312189 | val_loss: 0.0312213 | Time: 1836.24 ms [2021-03-07 13:07:04 main:581] : INFO : Epoch 1710 | loss: 0.031219 | val_loss: 0.0312213 | Time: 1836.36 ms [2021-03-07 13:07:06 main:581] : INFO : Epoch 1711 | loss: 0.0312207 | val_loss: 0.0312188 | Time: 1834.33 ms [2021-03-07 13:07:08 main:581] : INFO : Epoch 1712 | loss: 0.0312211 | val_loss: 0.0312194 | Time: 1832.46 ms [2021-03-07 13:07:10 main:581] : INFO : Epoch 1713 | loss: 0.0312258 | val_loss: 0.031221 | Time: 1832.82 ms [2021-03-07 13:07:12 main:581] : INFO : Epoch 1714 | loss: 0.0312207 | val_loss: 0.0312196 | Time: 1836.34 ms [2021-03-07 13:07:13 main:581] : INFO : Epoch 1715 | loss: 0.0312228 | val_loss: 0.0312267 | Time: 1836.87 ms [2021-03-07 13:07:15 main:581] : INFO : Epoch 1716 | loss: 0.0312206 | val_loss: 0.0312197 | Time: 1834.54 ms [2021-03-07 13:07:17 main:581] : INFO : Epoch 1717 | loss: 0.0312211 | val_loss: 0.031221 | Time: 1836 ms [2021-03-07 13:07:19 main:581] : INFO : Epoch 1718 | loss: 0.0312217 | val_loss: 0.0312231 | Time: 1830.97 ms [2021-03-07 13:07:21 main:581] : INFO : Epoch 1719 | loss: 0.0312223 | val_loss: 0.0312252 | Time: 1828.91 ms [2021-03-07 13:07:23 main:581] : INFO : Epoch 1720 | loss: 0.0312237 | val_loss: 0.0312192 | Time: 1837.12 ms [2021-03-07 13:07:24 main:581] : INFO : Epoch 1721 | loss: 0.0312237 | val_loss: 0.03122 | Time: 1835.45 ms [2021-03-07 13:07:26 main:581] : INFO : Epoch 1722 | loss: 0.0312214 | val_loss: 0.031224 | Time: 1832.15 ms [2021-03-07 13:07:28 main:581] : INFO : Epoch 1723 | loss: 0.0312215 | val_loss: 0.0312184 | Time: 1832.29 ms [2021-03-07 13:07:30 main:581] : INFO : Epoch 1724 | loss: 0.0312204 | val_loss: 0.0312184 | Time: 1834.61 ms [2021-03-07 13:07:32 main:581] : INFO : Epoch 1725 | loss: 0.0312189 | val_loss: 0.0312185 | Time: 1835.27 ms [2021-03-07 13:07:34 main:581] : INFO : Epoch 1726 | loss: 0.0312205 | val_loss: 0.0312201 | Time: 1830.98 ms [2021-03-07 13:07:35 main:581] : INFO : Epoch 1727 | loss: 0.0312209 | val_loss: 0.0312188 | Time: 1834.99 ms [2021-03-07 13:07:37 main:581] : INFO : Epoch 1728 | loss: 0.0312238 | val_loss: 0.0312193 | Time: 1834.24 ms [2021-03-07 13:07:39 main:581] : INFO : Epoch 1729 | loss: 0.0312213 | val_loss: 0.0312189 | Time: 1833.41 ms [2021-03-07 13:07:41 main:581] : INFO : Epoch 1730 | loss: 0.0312192 | val_loss: 0.0312182 | Time: 1831.01 ms [2021-03-07 13:07:43 main:581] : INFO : Epoch 1731 | loss: 0.0312191 | val_loss: 0.0312181 | Time: 1829.33 ms [2021-03-07 13:07:45 main:581] : INFO : Epoch 1732 | loss: 0.0312193 | val_loss: 0.0312258 | Time: 1828.67 ms [2021-03-07 13:07:46 main:581] : INFO : Epoch 1733 | loss: 0.03122 | val_loss: 0.0312182 | Time: 1829.12 ms [2021-03-07 13:07:48 main:581] : INFO : Epoch 1734 | loss: 0.0312189 | val_loss: 0.0312181 | Time: 1831.48 ms [2021-03-07 13:07:50 main:581] : INFO : Epoch 1735 | loss: 0.0312213 | val_loss: 0.0312356 | Time: 1828.55 ms [2021-03-07 13:07:52 main:581] : INFO : Epoch 1736 | loss: 0.0312269 | val_loss: 0.0312221 | Time: 1825.88 ms [2021-03-07 13:07:54 main:581] : INFO : Epoch 1737 | loss: 0.0312211 | val_loss: 0.0312198 | Time: 1826.97 ms [2021-03-07 13:07:56 main:581] : INFO : Epoch 1738 | loss: 0.0312263 | val_loss: 0.0312201 | Time: 1826.24 ms [2021-03-07 13:07:57 main:581] : INFO : Epoch 1739 | loss: 0.0312205 | val_loss: 0.0312185 | Time: 1826.3 ms [2021-03-07 13:07:59 main:581] : INFO : Epoch 1740 | loss: 0.0312194 | val_loss: 0.0312195 | Time: 1833.07 ms [2021-03-07 13:08:01 main:581] : INFO : Epoch 1741 | loss: 0.0312229 | val_loss: 0.0312192 | Time: 1830.48 ms [2021-03-07 13:08:03 main:581] : INFO : Epoch 1742 | loss: 0.0312197 | val_loss: 0.0312235 | Time: 1835.19 ms [2021-03-07 13:08:05 main:581] : INFO : Epoch 1743 | loss: 0.0312204 | val_loss: 0.0312185 | Time: 1834.95 ms [2021-03-07 13:08:07 main:581] : INFO : Epoch 1744 | loss: 0.0312229 | val_loss: 0.0312296 | Time: 1835.27 ms [2021-03-07 13:08:08 main:581] : INFO : Epoch 1745 | loss: 0.0312202 | val_loss: 0.0312185 | Time: 1833.67 ms [2021-03-07 13:08:10 main:581] : INFO : Epoch 1746 | loss: 0.0312198 | val_loss: 0.031226 | Time: 1825.54 ms [2021-03-07 13:08:12 main:581] : INFO : Epoch 1747 | loss: 0.0312204 | val_loss: 0.0312195 | Time: 1834.32 ms [2021-03-07 13:08:14 main:581] : INFO : Epoch 1748 | loss: 0.0312217 | val_loss: 0.0312301 | Time: 1833.73 ms [2021-03-07 13:08:16 main:581] : INFO : Epoch 1749 | loss: 0.0312219 | val_loss: 0.0312185 | Time: 1825.69 ms [2021-03-07 13:08:18 main:581] : INFO : Epoch 1750 | loss: 0.0312185 | val_loss: 0.0312231 | Time: 1830.18 ms [2021-03-07 13:08:19 main:581] : INFO : Epoch 1751 | loss: 0.0312185 | val_loss: 0.031218 | Time: 1826.18 ms [2021-03-07 13:08:21 main:581] : INFO : Epoch 1752 | loss: 0.031221 | val_loss: 0.03123 | Time: 1826.99 ms [2021-03-07 13:08:23 main:581] : INFO : Epoch 1753 | loss: 0.0312224 | val_loss: 0.0312267 | Time: 1832.36 ms [2021-03-07 13:08:25 main:581] : INFO : Epoch 1754 | loss: 0.0312218 | val_loss: 0.0312311 | Time: 1833.34 ms [2021-03-07 13:08:27 main:581] : INFO : Epoch 1755 | loss: 0.0312213 | val_loss: 0.0312236 | Time: 1832.82 ms [2021-03-07 13:08:29 main:581] : INFO : Epoch 1756 | loss: 0.0312184 | val_loss: 0.0312185 | Time: 1829.23 ms [2021-03-07 13:08:30 main:581] : INFO : Epoch 1757 | loss: 0.0312187 | val_loss: 0.0312181 | Time: 1825.42 ms [2021-03-07 13:08:32 main:581] : INFO : Epoch 1758 | loss: 0.0312183 | val_loss: 0.0312186 | Time: 1826.36 ms [2021-03-07 13:08:34 main:581] : INFO : Epoch 1759 | loss: 0.0312219 | val_loss: 0.0312191 | Time: 1823.91 ms [2021-03-07 13:08:36 main:581] : INFO : Epoch 1760 | loss: 0.0312191 | val_loss: 0.0312182 | Time: 1825.7 ms [2021-03-07 13:08:38 main:581] : INFO : Epoch 1761 | loss: 0.0312207 | val_loss: 0.0312249 | Time: 1831.4 ms [2021-03-07 13:08:39 main:581] : INFO : Epoch 1762 | loss: 0.0312198 | val_loss: 0.0312182 | Time: 1839.7 ms [2021-03-07 13:08:41 main:581] : INFO : Epoch 1763 | loss: 0.0312188 | val_loss: 0.0312182 | Time: 1835.2 ms [2021-03-07 13:08:43 main:581] : INFO : Epoch 1764 | loss: 0.0312193 | val_loss: 0.0312215 | Time: 1786.77 ms [2021-03-07 13:08:45 main:581] : INFO : Epoch 1765 | loss: 0.0312213 | val_loss: 0.0312225 | Time: 1829.11 ms [2021-03-07 13:08:47 main:581] : INFO : Epoch 1766 | loss: 0.0312229 | val_loss: 0.0312337 | Time: 1823.91 ms [2021-03-07 13:08:49 main:581] : INFO : Epoch 1767 | loss: 0.0312233 | val_loss: 0.0312199 | Time: 1828.76 ms [2021-03-07 13:08:50 main:581] : INFO : Epoch 1768 | loss: 0.0312201 | val_loss: 0.0312211 | Time: 1830.57 ms [2021-03-07 13:08:52 main:581] : INFO : Epoch 1769 | loss: 0.0312199 | val_loss: 0.0312182 | Time: 1830.25 ms [2021-03-07 13:08:54 main:581] : INFO : Epoch 1770 | loss: 0.0312204 | val_loss: 0.0312203 | Time: 1828.43 ms [2021-03-07 13:08:56 main:581] : INFO : Epoch 1771 | loss: 0.0312248 | val_loss: 0.0312203 | Time: 1832.85 ms [2021-03-07 13:08:58 main:581] : INFO : Epoch 1772 | loss: 0.0312216 | val_loss: 0.0312221 | Time: 1825.11 ms [2021-03-07 13:09:00 main:581] : INFO : Epoch 1773 | loss: 0.0312224 | val_loss: 0.0312193 | Time: 1824.42 ms [2021-03-07 13:09:01 main:581] : INFO : Epoch 1774 | loss: 0.0312217 | val_loss: 0.0312261 | Time: 1826.29 ms [2021-03-07 13:09:03 main:581] : INFO : Epoch 1775 | loss: 0.0312207 | val_loss: 0.0312196 | Time: 1836.31 ms [2021-03-07 13:09:05 main:581] : INFO : Epoch 1776 | loss: 0.0312222 | val_loss: 0.0312299 | Time: 1836.23 ms [2021-03-07 13:09:07 main:581] : INFO : Epoch 1777 | loss: 0.0312222 | val_loss: 0.0312202 | Time: 1830.08 ms [2021-03-07 13:09:09 main:581] : INFO : Epoch 1778 | loss: 0.0312187 | val_loss: 0.0312185 | Time: 1831.53 ms [2021-03-07 13:09:11 main:581] : INFO : Epoch 1779 | loss: 0.0312186 | val_loss: 0.0312196 | Time: 1829.54 ms [2021-03-07 13:09:12 main:581] : INFO : Epoch 1780 | loss: 0.0312197 | val_loss: 0.0312233 | Time: 1835.2 ms [2021-03-07 13:09:14 main:581] : INFO : Epoch 1781 | loss: 0.0312198 | val_loss: 0.0312189 | Time: 1827.74 ms [2021-03-07 13:09:16 main:581] : INFO : Epoch 1782 | loss: 0.0312189 | val_loss: 0.0312223 | Time: 1806.31 ms [2021-03-07 13:09:18 main:581] : INFO : Epoch 1783 | loss: 0.0312189 | val_loss: 0.0312191 | Time: 1830.81 ms [2021-03-07 13:09:20 main:581] : INFO : Epoch 1784 | loss: 0.0312203 | val_loss: 0.0312201 | Time: 1824.89 ms [2021-03-07 13:09:22 main:581] : INFO : Epoch 1785 | loss: 0.0312194 | val_loss: 0.0312235 | Time: 1832.33 ms [2021-03-07 13:09:23 main:581] : INFO : Epoch 1786 | loss: 0.0312223 | val_loss: 0.0312187 | Time: 1829.56 ms [2021-03-07 13:09:25 main:581] : INFO : Epoch 1787 | loss: 0.0312193 | val_loss: 0.0312204 | Time: 1835.47 ms [2021-03-07 13:09:27 main:581] : INFO : Epoch 1788 | loss: 0.0312215 | val_loss: 0.0312211 | Time: 1829.01 ms [2021-03-07 13:09:29 main:581] : INFO : Epoch 1789 | loss: 0.0312208 | val_loss: 0.0312197 | Time: 1824.59 ms [2021-03-07 13:09:31 main:581] : INFO : Epoch 1790 | loss: 0.0312198 | val_loss: 0.0312184 | Time: 1834.42 ms [2021-03-07 13:09:32 main:581] : INFO : Epoch 1791 | loss: 0.0312198 | val_loss: 0.0312185 | Time: 1829.38 ms [2021-03-07 13:09:34 main:581] : INFO : Epoch 1792 | loss: 0.0312199 | val_loss: 0.0312194 | Time: 1832.22 ms [2021-03-07 13:09:36 main:581] : INFO : Epoch 1793 | loss: 0.0312217 | val_loss: 0.0312301 | Time: 1835.7 ms [2021-03-07 13:09:38 main:581] : INFO : Epoch 1794 | loss: 0.0312225 | val_loss: 0.0312284 | Time: 1829.26 ms [2021-03-07 13:09:40 main:581] : INFO : Epoch 1795 | loss: 0.0312207 | val_loss: 0.0312197 | Time: 1826.82 ms [2021-03-07 13:09:42 main:581] : INFO : Epoch 1796 | loss: 0.0312212 | val_loss: 0.0312211 | Time: 1831.95 ms [2021-03-07 13:09:43 main:581] : INFO : Epoch 1797 | loss: 0.031222 | val_loss: 0.0312193 | Time: 1829.94 ms [2021-03-07 13:09:45 main:581] : INFO : Epoch 1798 | loss: 0.0312197 | val_loss: 0.0312247 | Time: 1819.47 ms [2021-03-07 13:09:47 main:581] : INFO : Epoch 1799 | loss: 0.0312235 | val_loss: 0.0312275 | Time: 1834.15 ms [2021-03-07 13:09:49 main:581] : INFO : Epoch 1800 | loss: 0.0312217 | val_loss: 0.0312187 | Time: 1832.68 ms [2021-03-07 13:09:51 main:581] : INFO : Epoch 1801 | loss: 0.0312211 | val_loss: 0.0312196 | Time: 1834.08 ms [2021-03-07 13:09:53 main:581] : INFO : Epoch 1802 | loss: 0.0312211 | val_loss: 0.0312223 | Time: 1836.94 ms [2021-03-07 13:09:54 main:581] : INFO : Epoch 1803 | loss: 0.0312217 | val_loss: 0.0312183 | Time: 1833.28 ms [2021-03-07 13:09:56 main:581] : INFO : Epoch 1804 | loss: 0.0312187 | val_loss: 0.0312183 | Time: 1836.27 ms [2021-03-07 13:09:58 main:581] : INFO : Epoch 1805 | loss: 0.0312195 | val_loss: 0.0312195 | Time: 1831.63 ms [2021-03-07 13:10:00 main:581] : INFO : Epoch 1806 | loss: 0.0312187 | val_loss: 0.0312189 | Time: 1835.98 ms [2021-03-07 13:10:02 main:581] : INFO : Epoch 1807 | loss: 0.0312181 | val_loss: 0.0312178 | Time: 1834.02 ms [2021-03-07 13:10:04 main:581] : INFO : Epoch 1808 | loss: 0.0312187 | val_loss: 0.0312185 | Time: 1829.91 ms [2021-03-07 13:10:05 main:581] : INFO : Epoch 1809 | loss: 0.0312237 | val_loss: 0.0312245 | Time: 1828.22 ms [2021-03-07 13:10:07 main:581] : INFO : Epoch 1810 | loss: 0.0312219 | val_loss: 0.0312189 | Time: 1826.8 ms [2021-03-07 13:10:09 main:581] : INFO : Epoch 1811 | loss: 0.0312215 | val_loss: 0.0312259 | Time: 1809.7 ms [2021-03-07 13:10:11 main:581] : INFO : Epoch 1812 | loss: 0.0312199 | val_loss: 0.0312179 | Time: 1823.64 ms [2021-03-07 13:10:13 main:581] : INFO : Epoch 1813 | loss: 0.0312239 | val_loss: 0.03122 | Time: 1827 ms [2021-03-07 13:10:15 main:581] : INFO : Epoch 1814 | loss: 0.0312203 | val_loss: 0.0312177 | Time: 1833.87 ms [2021-03-07 13:10:16 main:581] : INFO : Epoch 1815 | loss: 0.0312186 | val_loss: 0.0312177 | Time: 1828.88 ms [2021-03-07 13:10:18 main:581] : INFO : Epoch 1816 | loss: 0.0312228 | val_loss: 0.0312193 | Time: 1825.07 ms [2021-03-07 13:10:20 main:581] : INFO : Epoch 1817 | loss: 0.0312197 | val_loss: 0.0312184 | Time: 1828.68 ms [2021-03-07 13:10:22 main:581] : INFO : Epoch 1818 | loss: 0.0312203 | val_loss: 0.0312182 | Time: 1831.34 ms [2021-03-07 13:10:24 main:581] : INFO : Epoch 1819 | loss: 0.0312189 | val_loss: 0.031221 | Time: 1830.73 ms [2021-03-07 13:10:26 main:581] : INFO : Epoch 1820 | loss: 0.0312183 | val_loss: 0.031219 | Time: 1832.92 ms [2021-03-07 13:10:27 main:581] : INFO : Epoch 1821 | loss: 0.0312218 | val_loss: 0.0312187 | Time: 1829.23 ms [2021-03-07 13:10:29 main:581] : INFO : Epoch 1822 | loss: 0.0312233 | val_loss: 0.0312182 | Time: 1825.79 ms [2021-03-07 13:10:31 main:581] : INFO : Epoch 1823 | loss: 0.0312186 | val_loss: 0.0312195 | Time: 1827.75 ms [2021-03-07 13:10:33 main:581] : INFO : Epoch 1824 | loss: 0.0312179 | val_loss: 0.0312214 | Time: 1828.22 ms [2021-03-07 13:10:35 main:581] : INFO : Epoch 1825 | loss: 0.0312184 | val_loss: 0.0312193 | Time: 1826.55 ms [2021-03-07 13:10:37 main:581] : INFO : Epoch 1826 | loss: 0.0312181 | val_loss: 0.0312181 | Time: 1827.54 ms [2021-03-07 13:10:38 main:581] : INFO : Epoch 1827 | loss: 0.0312183 | val_loss: 0.0312207 | Time: 1830.66 ms [2021-03-07 13:10:40 main:581] : INFO : Epoch 1828 | loss: 0.0312185 | val_loss: 0.0312177 | Time: 1831.54 ms [2021-03-07 13:10:42 main:581] : INFO : Epoch 1829 | loss: 0.031219 | val_loss: 0.0312254 | Time: 1833.36 ms [2021-03-07 13:10:44 main:581] : INFO : Epoch 1830 | loss: 0.0312215 | val_loss: 0.0312188 | Time: 1832.6 ms [2021-03-07 13:10:46 main:581] : INFO : Epoch 1831 | loss: 0.0312181 | val_loss: 0.0312188 | Time: 1837.3 ms [2021-03-07 13:10:48 main:581] : INFO : Epoch 1832 | loss: 0.031219 | val_loss: 0.0312207 | Time: 1819.36 ms [2021-03-07 13:10:49 main:581] : INFO : Epoch 1833 | loss: 0.0312235 | val_loss: 0.0312307 | Time: 1832.31 ms [2021-03-07 13:10:51 main:581] : INFO : Epoch 1834 | loss: 0.0312206 | val_loss: 0.0312181 | Time: 1832.85 ms [2021-03-07 13:10:53 main:581] : INFO : Epoch 1835 | loss: 0.0312195 | val_loss: 0.0312181 | Time: 1827.98 ms [2021-03-07 13:10:55 main:581] : INFO : Epoch 1836 | loss: 0.0312192 | val_loss: 0.031218 | Time: 1832.16 ms [2021-03-07 13:10:57 main:581] : INFO : Epoch 1837 | loss: 0.0312207 | val_loss: 0.0312195 | Time: 1830.87 ms [2021-03-07 13:10:59 main:581] : INFO : Epoch 1838 | loss: 0.0312207 | val_loss: 0.0312243 | Time: 1834.05 ms [2021-03-07 13:11:00 main:581] : INFO : Epoch 1839 | loss: 0.0312193 | val_loss: 0.0312203 | Time: 1832.47 ms [2021-03-07 13:11:02 main:581] : INFO : Epoch 1840 | loss: 0.0312191 | val_loss: 0.031227 | Time: 1833.71 ms [2021-03-07 13:11:04 main:581] : INFO : Epoch 1841 | loss: 0.0312206 | val_loss: 0.0312188 | Time: 1833.14 ms [2021-03-07 13:11:06 main:581] : INFO : Epoch 1842 | loss: 0.031218 | val_loss: 0.0312206 | Time: 1831.33 ms [2021-03-07 13:11:08 main:581] : INFO : Epoch 1843 | loss: 0.0312207 | val_loss: 0.031223 | Time: 1831.03 ms [2021-03-07 13:11:10 main:581] : INFO : Epoch 1844 | loss: 0.0312223 | val_loss: 0.031224 | Time: 1827.63 ms [2021-03-07 13:11:11 main:581] : INFO : Epoch 1845 | loss: 0.0312234 | val_loss: 0.0312257 | Time: 1826.61 ms [2021-03-07 13:11:13 main:581] : INFO : Epoch 1846 | loss: 0.0312441 | val_loss: 0.0312455 | Time: 1827.68 ms [2021-03-07 13:11:15 main:581] : INFO : Epoch 1847 | loss: 0.032332 | val_loss: 0.0339131 | Time: 1830.51 ms [2021-03-07 13:11:17 main:581] : INFO : Epoch 1848 | loss: 0.0459253 | val_loss: 0.0411701 | Time: 1831.37 ms [2021-03-07 13:11:19 main:581] : INFO : Epoch 1849 | loss: 0.0371804 | val_loss: 0.0327762 | Time: 1826.88 ms [2021-03-07 13:11:20 main:581] : INFO : Epoch 1850 | loss: 0.0319785 | val_loss: 0.031424 | Time: 1833.85 ms [2021-03-07 13:11:22 main:581] : INFO : Epoch 1851 | loss: 0.0313537 | val_loss: 0.0312748 | Time: 1841.75 ms [2021-03-07 13:11:24 main:581] : INFO : Epoch 1852 | loss: 0.0312634 | val_loss: 0.0312461 | Time: 1840.73 ms [2021-03-07 13:11:26 main:581] : INFO : Epoch 1853 | loss: 0.0312444 | val_loss: 0.0312417 | Time: 1835.87 ms [2021-03-07 13:11:28 main:581] : INFO : Epoch 1854 | loss: 0.031241 | val_loss: 0.0312403 | Time: 1834.03 ms [2021-03-07 13:11:30 main:581] : INFO : Epoch 1855 | loss: 0.0312389 | val_loss: 0.0312382 | Time: 1834.25 ms [2021-03-07 13:11:32 main:581] : INFO : Epoch 1856 | loss: 0.0312372 | val_loss: 0.031237 | Time: 1834.38 ms [2021-03-07 13:11:33 main:581] : INFO : Epoch 1857 | loss: 0.0312364 | val_loss: 0.0312358 | Time: 1830.76 ms [2021-03-07 13:11:35 main:581] : INFO : Epoch 1858 | loss: 0.0312355 | val_loss: 0.0312354 | Time: 1829.89 ms [2021-03-07 13:11:37 main:581] : INFO : Epoch 1859 | loss: 0.0312346 | val_loss: 0.0312342 | Time: 1829.21 ms [2021-03-07 13:11:39 main:581] : INFO : Epoch 1860 | loss: 0.0312335 | val_loss: 0.0312334 | Time: 1833.63 ms [2021-03-07 13:11:41 main:581] : INFO : Epoch 1861 | loss: 0.031233 | val_loss: 0.0312333 | Time: 1826.98 ms [2021-03-07 13:11:42 main:581] : INFO : Epoch 1862 | loss: 0.0312321 | val_loss: 0.0312322 | Time: 1825.77 ms [2021-03-07 13:11:44 main:581] : INFO : Epoch 1863 | loss: 0.0312318 | val_loss: 0.0312323 | Time: 1828.17 ms [2021-03-07 13:11:46 main:581] : INFO : Epoch 1864 | loss: 0.0312311 | val_loss: 0.0312324 | Time: 1830.86 ms [2021-03-07 13:11:48 main:581] : INFO : Epoch 1865 | loss: 0.0312296 | val_loss: 0.0312291 | Time: 1835.45 ms [2021-03-07 13:11:50 main:581] : INFO : Epoch 1866 | loss: 0.0312278 | val_loss: 0.0312281 | Time: 1824.87 ms [2021-03-07 13:11:52 main:581] : INFO : Epoch 1867 | loss: 0.0312264 | val_loss: 0.031226 | Time: 1832.21 ms [2021-03-07 13:11:53 main:581] : INFO : Epoch 1868 | loss: 0.0312251 | val_loss: 0.0312257 | Time: 1834.95 ms [2021-03-07 13:11:55 main:581] : INFO : Epoch 1869 | loss: 0.0312252 | val_loss: 0.0312254 | Time: 1836.05 ms [2021-03-07 13:11:57 main:581] : INFO : Epoch 1870 | loss: 0.0312236 | val_loss: 0.0312238 | Time: 1831.73 ms [2021-03-07 13:11:59 main:581] : INFO : Epoch 1871 | loss: 0.031223 | val_loss: 0.0312234 | Time: 1831.01 ms [2021-03-07 13:12:01 main:581] : INFO : Epoch 1872 | loss: 0.0312228 | val_loss: 0.0312227 | Time: 1834.42 ms [2021-03-07 13:12:03 main:581] : INFO : Epoch 1873 | loss: 0.0312224 | val_loss: 0.0312242 | Time: 1835.12 ms [2021-03-07 13:12:04 main:581] : INFO : Epoch 1874 | loss: 0.0312214 | val_loss: 0.0312215 | Time: 1832.31 ms [2021-03-07 13:12:06 main:581] : INFO : Epoch 1875 | loss: 0.0312211 | val_loss: 0.0312209 | Time: 1829.88 ms [2021-03-07 13:12:08 main:581] : INFO : Epoch 1876 | loss: 0.0312204 | val_loss: 0.0312211 | Time: 1813.76 ms [2021-03-07 13:12:10 main:581] : INFO : Epoch 1877 | loss: 0.0312202 | val_loss: 0.0312206 | Time: 1825.8 ms [2021-03-07 13:12:12 main:581] : INFO : Epoch 1878 | loss: 0.0312197 | val_loss: 0.0312218 | Time: 1831.67 ms [2021-03-07 13:12:14 main:581] : INFO : Epoch 1879 | loss: 0.0312202 | val_loss: 0.0312208 | Time: 1825.51 ms [2021-03-07 13:12:15 main:581] : INFO : Epoch 1880 | loss: 0.0312195 | val_loss: 0.0312211 | Time: 1821.73 ms [2021-03-07 13:12:17 main:581] : INFO : Epoch 1881 | loss: 0.0312195 | val_loss: 0.0312203 | Time: 1826.54 ms [2021-03-07 13:12:19 main:581] : INFO : Epoch 1882 | loss: 0.0312192 | val_loss: 0.0312196 | Time: 1820.34 ms [2021-03-07 13:12:21 main:581] : INFO : Epoch 1883 | loss: 0.031219 | val_loss: 0.0312196 | Time: 1833.89 ms [2021-03-07 13:12:23 main:581] : INFO : Epoch 1884 | loss: 0.0312187 | val_loss: 0.0312192 | Time: 1835.13 ms [2021-03-07 13:12:25 main:581] : INFO : Epoch 1885 | loss: 0.0312186 | val_loss: 0.0312192 | Time: 1829.34 ms [2021-03-07 13:12:26 main:581] : INFO : Epoch 1886 | loss: 0.0312185 | val_loss: 0.0312191 | Time: 1831.29 ms [2021-03-07 13:12:28 main:581] : INFO : Epoch 1887 | loss: 0.0312185 | val_loss: 0.0312194 | Time: 1827.88 ms [2021-03-07 13:12:30 main:581] : INFO : Epoch 1888 | loss: 0.0312188 | val_loss: 0.0312193 | Time: 1834.26 ms [2021-03-07 13:12:32 main:581] : INFO : Epoch 1889 | loss: 0.0312187 | val_loss: 0.0312198 | Time: 1830.32 ms [2021-03-07 13:12:34 main:581] : INFO : Epoch 1890 | loss: 0.0312194 | val_loss: 0.0312192 | Time: 1826.47 ms [2021-03-07 13:12:36 main:581] : INFO : Epoch 1891 | loss: 0.0312191 | val_loss: 0.0312191 | Time: 1826.86 ms [2021-03-07 13:12:37 main:581] : INFO : Epoch 1892 | loss: 0.0312184 | val_loss: 0.0312194 | Time: 1831.87 ms [2021-03-07 13:12:39 main:581] : INFO : Epoch 1893 | loss: 0.0312186 | val_loss: 0.031219 | Time: 1831.04 ms [2021-03-07 13:12:41 main:581] : INFO : Epoch 1894 | loss: 0.0312184 | val_loss: 0.0312194 | Time: 1830.55 ms [2021-03-07 13:12:43 main:581] : INFO : Epoch 1895 | loss: 0.0312182 | val_loss: 0.0312185 | Time: 1832.14 ms [2021-03-07 13:12:45 main:581] : INFO : Epoch 1896 | loss: 0.031218 | val_loss: 0.0312195 | Time: 1834.24 ms [2021-03-07 13:12:47 main:581] : INFO : Epoch 1897 | loss: 0.0312189 | val_loss: 0.0312186 | Time: 1836.44 ms [2021-03-07 13:12:48 main:581] : INFO : Epoch 1898 | loss: 0.0312182 | val_loss: 0.0312207 | Time: 1830.69 ms [2021-03-07 13:12:50 main:581] : INFO : Epoch 1899 | loss: 0.0312185 | val_loss: 0.031221 | Time: 1833.06 ms [2021-03-07 13:12:52 main:581] : INFO : Epoch 1900 | loss: 0.0312193 | val_loss: 0.0312186 | Time: 1827.69 ms [2021-03-07 13:12:54 main:581] : INFO : Epoch 1901 | loss: 0.0312183 | val_loss: 0.0312188 | Time: 1826.12 ms [2021-03-07 13:12:56 main:581] : INFO : Epoch 1902 | loss: 0.0312178 | val_loss: 0.03122 | Time: 1821.87 ms [2021-03-07 13:12:58 main:581] : INFO : Epoch 1903 | loss: 0.0312182 | val_loss: 0.031219 | Time: 1822.1 ms [2021-03-07 13:12:59 main:581] : INFO : Epoch 1904 | loss: 0.0312177 | val_loss: 0.0312182 | Time: 1822.59 ms [2021-03-07 13:13:01 main:581] : INFO : Epoch 1905 | loss: 0.0312175 | val_loss: 0.0312186 | Time: 1824.03 ms [2021-03-07 13:13:03 main:581] : INFO : Epoch 1906 | loss: 0.0312178 | val_loss: 0.0312186 | Time: 1829.35 ms [2021-03-07 13:13:05 main:581] : INFO : Epoch 1907 | loss: 0.0312181 | val_loss: 0.0312202 | Time: 1827.26 ms [2021-03-07 13:13:07 main:581] : INFO : Epoch 1908 | loss: 0.0312185 | val_loss: 0.0312204 | Time: 1824.07 ms [2021-03-07 13:13:08 main:581] : INFO : Epoch 1909 | loss: 0.0312183 | val_loss: 0.0312184 | Time: 1821.94 ms [2021-03-07 13:13:10 main:581] : INFO : Epoch 1910 | loss: 0.0312179 | val_loss: 0.0312182 | Time: 1828.62 ms [2021-03-07 13:13:12 main:581] : INFO : Epoch 1911 | loss: 0.0312178 | val_loss: 0.0312187 | Time: 1836.28 ms [2021-03-07 13:13:14 main:581] : INFO : Epoch 1912 | loss: 0.0312179 | val_loss: 0.031219 | Time: 1835.46 ms [2021-03-07 13:13:16 main:581] : INFO : Epoch 1913 | loss: 0.0312177 | val_loss: 0.0312187 | Time: 1833.43 ms [2021-03-07 13:13:18 main:581] : INFO : Epoch 1914 | loss: 0.0312182 | val_loss: 0.0312191 | Time: 1833.7 ms [2021-03-07 13:13:19 main:581] : INFO : Epoch 1915 | loss: 0.0312182 | val_loss: 0.0312205 | Time: 1834.43 ms [2021-03-07 13:13:21 main:581] : INFO : Epoch 1916 | loss: 0.0312181 | val_loss: 0.0312188 | Time: 1840.27 ms [2021-03-07 13:13:23 main:581] : INFO : Epoch 1917 | loss: 0.0312179 | val_loss: 0.0312187 | Time: 1833.16 ms [2021-03-07 13:13:25 main:581] : INFO : Epoch 1918 | loss: 0.0312179 | val_loss: 0.0312184 | Time: 1830.72 ms [2021-03-07 13:13:27 main:581] : INFO : Epoch 1919 | loss: 0.0312182 | val_loss: 0.0312179 | Time: 1829.97 ms [2021-03-07 13:13:29 main:581] : INFO : Epoch 1920 | loss: 0.031218 | val_loss: 0.0312189 | Time: 1833.49 ms [2021-03-07 13:13:30 main:581] : INFO : Epoch 1921 | loss: 0.0312175 | val_loss: 0.0312187 | Time: 1832.47 ms [2021-03-07 13:13:32 main:581] : INFO : Epoch 1922 | loss: 0.0312179 | val_loss: 0.0312195 | Time: 1829.9 ms [2021-03-07 13:13:34 main:581] : INFO : Epoch 1923 | loss: 0.0312182 | val_loss: 0.0312191 | Time: 1828.44 ms [2021-03-07 13:13:36 main:581] : INFO : Epoch 1924 | loss: 0.0312174 | val_loss: 0.0312181 | Time: 1825.74 ms [2021-03-07 13:13:38 main:581] : INFO : Epoch 1925 | loss: 0.0312175 | val_loss: 0.031219 | Time: 1830.79 ms [2021-03-07 13:13:40 main:581] : INFO : Epoch 1926 | loss: 0.0312181 | val_loss: 0.0312211 | Time: 1832.83 ms [2021-03-07 13:13:41 main:581] : INFO : Epoch 1927 | loss: 0.0312187 | val_loss: 0.0312216 | Time: 1820.21 ms [2021-03-07 13:13:43 main:581] : INFO : Epoch 1928 | loss: 0.0312191 | val_loss: 0.0312202 | Time: 1826.49 ms [2021-03-07 13:13:45 main:581] : INFO : Epoch 1929 | loss: 0.0312188 | val_loss: 0.0312179 | Time: 1823.61 ms [2021-03-07 13:13:47 main:581] : INFO : Epoch 1930 | loss: 0.0312178 | val_loss: 0.0312183 | Time: 1830.56 ms [2021-03-07 13:13:49 main:581] : INFO : Epoch 1931 | loss: 0.0312174 | val_loss: 0.0312186 | Time: 1826.28 ms [2021-03-07 13:13:51 main:581] : INFO : Epoch 1932 | loss: 0.0312174 | val_loss: 0.0312193 | Time: 1828.86 ms [2021-03-07 13:13:52 main:581] : INFO : Epoch 1933 | loss: 0.0312193 | val_loss: 0.0312181 | Time: 1831.69 ms [2021-03-07 13:13:54 main:581] : INFO : Epoch 1934 | loss: 0.0312177 | val_loss: 0.0312178 | Time: 1826.81 ms [2021-03-07 13:13:56 main:581] : INFO : Epoch 1935 | loss: 0.0312172 | val_loss: 0.0312191 | Time: 1832.7 ms [2021-03-07 13:13:58 main:581] : INFO : Epoch 1936 | loss: 0.0312176 | val_loss: 0.0312178 | Time: 1829.73 ms [2021-03-07 13:14:00 main:581] : INFO : Epoch 1937 | loss: 0.0312173 | val_loss: 0.0312187 | Time: 1841.47 ms [2021-03-07 13:14:02 main:581] : INFO : Epoch 1938 | loss: 0.0312172 | val_loss: 0.0312176 | Time: 1834.78 ms [2021-03-07 13:14:03 main:581] : INFO : Epoch 1939 | loss: 0.0312176 | val_loss: 0.0312218 | Time: 1815.89 ms [2021-03-07 13:14:05 main:581] : INFO : Epoch 1940 | loss: 0.031219 | val_loss: 0.0312175 | Time: 1830 ms [2021-03-07 13:14:07 main:581] : INFO : Epoch 1941 | loss: 0.0312177 | val_loss: 0.0312175 | Time: 1821.95 ms [2021-03-07 13:14:09 main:581] : INFO : Epoch 1942 | loss: 0.0312175 | val_loss: 0.0312187 | Time: 1826.2 ms [2021-03-07 13:14:11 main:581] : INFO : Epoch 1943 | loss: 0.0312177 | val_loss: 0.0312179 | Time: 1836.15 ms [2021-03-07 13:14:13 main:581] : INFO : Epoch 1944 | loss: 0.0312186 | val_loss: 0.0312204 | Time: 1831.3 ms [2021-03-07 13:14:14 main:581] : INFO : Epoch 1945 | loss: 0.031218 | val_loss: 0.031219 | Time: 1829.62 ms [2021-03-07 13:14:16 main:581] : INFO : Epoch 1946 | loss: 0.0312211 | val_loss: 0.0312177 | Time: 1827.52 ms [2021-03-07 13:14:18 main:581] : INFO : Epoch 1947 | loss: 0.0312223 | val_loss: 0.0312176 | Time: 1826.93 ms [2021-03-07 13:14:20 main:581] : INFO : Epoch 1948 | loss: 0.0312182 | val_loss: 0.0312174 | Time: 1833.42 ms [2021-03-07 13:14:22 main:581] : INFO : Epoch 1949 | loss: 0.0312168 | val_loss: 0.0312175 | Time: 1838.15 ms [2021-03-07 13:14:24 main:581] : INFO : Epoch 1950 | loss: 0.0312176 | val_loss: 0.0312176 | Time: 1839.22 ms [2021-03-07 13:14:25 main:581] : INFO : Epoch 1951 | loss: 0.0312173 | val_loss: 0.0312176 | Time: 1840.45 ms [2021-03-07 13:14:27 main:581] : INFO : Epoch 1952 | loss: 0.031217 | val_loss: 0.0312186 | Time: 1830.57 ms [2021-03-07 13:14:29 main:581] : INFO : Epoch 1953 | loss: 0.0312176 | val_loss: 0.0312183 | Time: 1823.8 ms [2021-03-07 13:14:31 main:581] : INFO : Epoch 1954 | loss: 0.0312178 | val_loss: 0.0312173 | Time: 1820.88 ms [2021-03-07 13:14:33 main:581] : INFO : Epoch 1955 | loss: 0.0312175 | val_loss: 0.0312178 | Time: 1818.77 ms [2021-03-07 13:14:34 main:581] : INFO : Epoch 1956 | loss: 0.0312171 | val_loss: 0.0312174 | Time: 1829.64 ms [2021-03-07 13:14:36 main:581] : INFO : Epoch 1957 | loss: 0.0312172 | val_loss: 0.0312194 | Time: 1829.13 ms [2021-03-07 13:14:38 main:581] : INFO : Epoch 1958 | loss: 0.0312178 | val_loss: 0.0312187 | Time: 1820.57 ms [2021-03-07 13:14:40 main:581] : INFO : Epoch 1959 | loss: 0.0312171 | val_loss: 0.031219 | Time: 1824.48 ms [2021-03-07 13:14:42 main:581] : INFO : Epoch 1960 | loss: 0.0312168 | val_loss: 0.0312175 | Time: 1826.37 ms [2021-03-07 13:14:44 main:581] : INFO : Epoch 1961 | loss: 0.0312171 | val_loss: 0.031218 | Time: 1830.07 ms [2021-03-07 13:14:45 main:581] : INFO : Epoch 1962 | loss: 0.0312184 | val_loss: 0.0312171 | Time: 1819.42 ms [2021-03-07 13:14:47 main:581] : INFO : Epoch 1963 | loss: 0.0312173 | val_loss: 0.0312176 | Time: 1822.85 ms [2021-03-07 13:14:49 main:581] : INFO : Epoch 1964 | loss: 0.031217 | val_loss: 0.0312182 | Time: 1820.52 ms [2021-03-07 13:14:51 main:581] : INFO : Epoch 1965 | loss: 0.031217 | val_loss: 0.0312214 | Time: 1828.79 ms [2021-03-07 13:14:53 main:581] : INFO : Epoch 1966 | loss: 0.0312183 | val_loss: 0.0312211 | Time: 1828.88 ms [2021-03-07 13:14:55 main:581] : INFO : Epoch 1967 | loss: 0.0312188 | val_loss: 0.0312176 | Time: 1834.18 ms [2021-03-07 13:14:56 main:581] : INFO : Epoch 1968 | loss: 0.0312166 | val_loss: 0.0312174 | Time: 1813.93 ms [2021-03-07 13:14:58 main:581] : INFO : Epoch 1969 | loss: 0.0312168 | val_loss: 0.0312172 | Time: 1785.78 ms [2021-03-07 13:15:00 main:581] : INFO : Epoch 1970 | loss: 0.0312167 | val_loss: 0.031221 | Time: 1827.82 ms [2021-03-07 13:15:02 main:581] : INFO : Epoch 1971 | loss: 0.0312177 | val_loss: 0.0312174 | Time: 1829.62 ms [2021-03-07 13:15:04 main:581] : INFO : Epoch 1972 | loss: 0.0312164 | val_loss: 0.0312182 | Time: 1833.96 ms [2021-03-07 13:15:05 main:581] : INFO : Epoch 1973 | loss: 0.0312169 | val_loss: 0.0312188 | Time: 1822.58 ms [2021-03-07 13:15:07 main:581] : INFO : Epoch 1974 | loss: 0.0312169 | val_loss: 0.0312172 | Time: 1820.81 ms [2021-03-07 13:15:09 main:581] : INFO : Epoch 1975 | loss: 0.0312181 | val_loss: 0.0312183 | Time: 1819.89 ms [2021-03-07 13:15:11 main:581] : INFO : Epoch 1976 | loss: 0.0312176 | val_loss: 0.0312173 | Time: 1813.32 ms [2021-03-07 13:15:13 main:581] : INFO : Epoch 1977 | loss: 0.0312174 | val_loss: 0.0312193 | Time: 1819.3 ms [2021-03-07 13:15:15 main:581] : INFO : Epoch 1978 | loss: 0.0312187 | val_loss: 0.0312178 | Time: 1824.83 ms [2021-03-07 13:15:16 main:581] : INFO : Epoch 1979 | loss: 0.0312178 | val_loss: 0.0312253 | Time: 1831.5 ms [2021-03-07 13:15:18 main:581] : INFO : Epoch 1980 | loss: 0.0312192 | val_loss: 0.0312206 | Time: 1826.01 ms [2021-03-07 13:15:20 main:581] : INFO : Epoch 1981 | loss: 0.0312168 | val_loss: 0.0312173 | Time: 1841.01 ms [2021-03-07 13:15:22 main:581] : INFO : Epoch 1982 | loss: 0.0312199 | val_loss: 0.0312248 | Time: 1794.39 ms [2021-03-07 13:15:24 main:581] : INFO : Epoch 1983 | loss: 0.0312191 | val_loss: 0.03122 | Time: 1814.12 ms [2021-03-07 13:15:26 main:581] : INFO : Epoch 1984 | loss: 0.0312176 | val_loss: 0.0312172 | Time: 1819.25 ms [2021-03-07 13:15:27 main:581] : INFO : Epoch 1985 | loss: 0.0312166 | val_loss: 0.0312168 | Time: 1818.84 ms [2021-03-07 13:15:29 main:581] : INFO : Epoch 1986 | loss: 0.0312174 | val_loss: 0.0312177 | Time: 1826.78 ms [2021-03-07 13:15:31 main:581] : INFO : Epoch 1987 | loss: 0.0312168 | val_loss: 0.0312188 | Time: 1819.07 ms [2021-03-07 13:15:33 main:581] : INFO : Epoch 1988 | loss: 0.0312185 | val_loss: 0.0312187 | Time: 1829.73 ms [2021-03-07 13:15:35 main:581] : INFO : Epoch 1989 | loss: 0.0312196 | val_loss: 0.0312175 | Time: 1831.24 ms [2021-03-07 13:15:36 main:581] : INFO : Epoch 1990 | loss: 0.0312172 | val_loss: 0.0312168 | Time: 1819.36 ms [2021-03-07 13:15:38 main:581] : INFO : Epoch 1991 | loss: 0.031217 | val_loss: 0.0312211 | Time: 1826.15 ms [2021-03-07 13:15:40 main:581] : INFO : Epoch 1992 | loss: 0.0312179 | val_loss: 0.0312177 | Time: 1833.32 ms [2021-03-07 13:15:42 main:581] : INFO : Epoch 1993 | loss: 0.0312183 | val_loss: 0.0312176 | Time: 1826.3 ms [2021-03-07 13:15:44 main:581] : INFO : Epoch 1994 | loss: 0.0312174 | val_loss: 0.0312168 | Time: 1823.99 ms [2021-03-07 13:15:46 main:581] : INFO : Epoch 1995 | loss: 0.0312174 | val_loss: 0.0312165 | Time: 1835.75 ms [2021-03-07 13:15:47 main:581] : INFO : Epoch 1996 | loss: 0.0312174 | val_loss: 0.0312191 | Time: 1826.55 ms [2021-03-07 13:15:49 main:581] : INFO : Epoch 1997 | loss: 0.0312185 | val_loss: 0.0312203 | Time: 1833.06 ms [2021-03-07 13:15:51 main:581] : INFO : Epoch 1998 | loss: 0.0312221 | val_loss: 0.0312284 | Time: 1827.13 ms [2021-03-07 13:15:53 main:581] : INFO : Epoch 1999 | loss: 0.0312213 | val_loss: 0.0312224 | Time: 1825.37 ms [2021-03-07 13:15:55 main:581] : INFO : Epoch 2000 | loss: 0.0312206 | val_loss: 0.0312213 | Time: 1825.11 ms [2021-03-07 13:15:57 main:581] : INFO : Epoch 2001 | loss: 0.0312177 | val_loss: 0.0312184 | Time: 1826.07 ms [2021-03-07 13:15:58 main:581] : INFO : Epoch 2002 | loss: 0.031219 | val_loss: 0.0312184 | Time: 1822.64 ms [2021-03-07 13:16:00 main:581] : INFO : Epoch 2003 | loss: 0.031219 | val_loss: 0.0312196 | Time: 1830.51 ms [2021-03-07 13:16:02 main:581] : INFO : Epoch 2004 | loss: 0.0312186 | val_loss: 0.0312233 | Time: 1836.51 ms [2021-03-07 13:16:04 main:581] : INFO : Epoch 2005 | loss: 0.031219 | val_loss: 0.0312172 | Time: 1828.78 ms [2021-03-07 13:16:06 main:581] : INFO : Epoch 2006 | loss: 0.0312181 | val_loss: 0.0312168 | Time: 1823.36 ms [2021-03-07 13:16:08 main:581] : INFO : Epoch 2007 | loss: 0.0312183 | val_loss: 0.0312188 | Time: 1820.69 ms [2021-03-07 13:16:09 main:581] : INFO : Epoch 2008 | loss: 0.031217 | val_loss: 0.0312176 | Time: 1821.11 ms [2021-03-07 13:16:11 main:581] : INFO : Epoch 2009 | loss: 0.0312202 | val_loss: 0.0312293 | Time: 1829.64 ms [2021-03-07 13:16:13 main:581] : INFO : Epoch 2010 | loss: 0.0312197 | val_loss: 0.0312177 | Time: 1826.78 ms [2021-03-07 13:16:15 main:581] : INFO : Epoch 2011 | loss: 0.0312179 | val_loss: 0.0312196 | Time: 1832.97 ms [2021-03-07 13:16:17 main:581] : INFO : Epoch 2012 | loss: 0.0312193 | val_loss: 0.0312177 | Time: 1833.5 ms [2021-03-07 13:16:19 main:581] : INFO : Epoch 2013 | loss: 0.0312178 | val_loss: 0.0312174 | Time: 1832.16 ms [2021-03-07 13:16:20 main:581] : INFO : Epoch 2014 | loss: 0.0312184 | val_loss: 0.0312165 | Time: 1828.56 ms [2021-03-07 13:16:22 main:581] : INFO : Epoch 2015 | loss: 0.0312174 | val_loss: 0.0312168 | Time: 1818 ms [2021-03-07 13:16:24 main:581] : INFO : Epoch 2016 | loss: 0.0312162 | val_loss: 0.0312165 | Time: 1799.34 ms [2021-03-07 13:16:26 main:581] : INFO : Epoch 2017 | loss: 0.0312165 | val_loss: 0.0312179 | Time: 1818.49 ms [2021-03-07 13:16:28 main:581] : INFO : Epoch 2018 | loss: 0.0312193 | val_loss: 0.0312228 | Time: 1822.06 ms [2021-03-07 13:16:29 main:581] : INFO : Epoch 2019 | loss: 0.0312176 | val_loss: 0.0312169 | Time: 1831.89 ms [2021-03-07 13:16:31 main:581] : INFO : Epoch 2020 | loss: 0.0312184 | val_loss: 0.0312179 | Time: 1832.96 ms [2021-03-07 13:16:33 main:581] : INFO : Epoch 2021 | loss: 0.0312182 | val_loss: 0.031217 | Time: 1836.21 ms [2021-03-07 13:16:35 main:581] : INFO : Epoch 2022 | loss: 0.0312172 | val_loss: 0.0312179 | Time: 1827.7 ms [2021-03-07 13:16:37 main:581] : INFO : Epoch 2023 | loss: 0.0312173 | val_loss: 0.0312163 | Time: 1828.19 ms [2021-03-07 13:16:39 main:581] : INFO : Epoch 2024 | loss: 0.0312162 | val_loss: 0.0312184 | Time: 1822.99 ms [2021-03-07 13:16:40 main:581] : INFO : Epoch 2025 | loss: 0.0312166 | val_loss: 0.0312181 | Time: 1812.2 ms [2021-03-07 13:16:42 main:581] : INFO : Epoch 2026 | loss: 0.031219 | val_loss: 0.0312187 | Time: 1825.47 ms [2021-03-07 13:16:44 main:581] : INFO : Epoch 2027 | loss: 0.0312172 | val_loss: 0.0312173 | Time: 1825.8 ms [2021-03-07 13:16:46 main:581] : INFO : Epoch 2028 | loss: 0.0312171 | val_loss: 0.0312166 | Time: 1827.3 ms [2021-03-07 13:16:48 main:581] : INFO : Epoch 2029 | loss: 0.0312177 | val_loss: 0.0312177 | Time: 1829.06 ms [2021-03-07 13:16:50 main:581] : INFO : Epoch 2030 | loss: 0.0312165 | val_loss: 0.0312172 | Time: 1824.26 ms [2021-03-07 13:16:51 main:581] : INFO : Epoch 2031 | loss: 0.0312177 | val_loss: 0.0312248 | Time: 1824.7 ms [2021-03-07 13:16:53 main:581] : INFO : Epoch 2032 | loss: 0.0312179 | val_loss: 0.0312172 | Time: 1826.4 ms [2021-03-07 13:16:55 main:581] : INFO : Epoch 2033 | loss: 0.0312179 | val_loss: 0.0312168 | Time: 1830.5 ms [2021-03-07 13:16:57 main:581] : INFO : Epoch 2034 | loss: 0.031218 | val_loss: 0.031219 | Time: 1830.08 ms [2021-03-07 13:16:59 main:581] : INFO : Epoch 2035 | loss: 0.0312166 | val_loss: 0.0312169 | Time: 1825.02 ms [2021-03-07 13:17:00 main:581] : INFO : Epoch 2036 | loss: 0.0312194 | val_loss: 0.0312284 | Time: 1832.49 ms [2021-03-07 13:17:02 main:581] : INFO : Epoch 2037 | loss: 0.0312209 | val_loss: 0.0312184 | Time: 1830.88 ms [2021-03-07 13:17:04 main:581] : INFO : Epoch 2038 | loss: 0.0312164 | val_loss: 0.0312166 | Time: 1834.33 ms [2021-03-07 13:17:06 main:581] : INFO : Epoch 2039 | loss: 0.0312161 | val_loss: 0.0312166 | Time: 1826.89 ms [2021-03-07 13:17:08 main:581] : INFO : Epoch 2040 | loss: 0.0312163 | val_loss: 0.0312214 | Time: 1836.36 ms [2021-03-07 13:17:10 main:581] : INFO : Epoch 2041 | loss: 0.0312211 | val_loss: 0.0312249 | Time: 1821.8 ms [2021-03-07 13:17:11 main:581] : INFO : Epoch 2042 | loss: 0.0312189 | val_loss: 0.0312166 | Time: 1826.97 ms [2021-03-07 13:17:13 main:581] : INFO : Epoch 2043 | loss: 0.0312179 | val_loss: 0.0312185 | Time: 1809.52 ms [2021-03-07 13:17:15 main:581] : INFO : Epoch 2044 | loss: 0.0312179 | val_loss: 0.0312205 | Time: 1833.54 ms [2021-03-07 13:17:17 main:581] : INFO : Epoch 2045 | loss: 0.0312171 | val_loss: 0.0312176 | Time: 1834.05 ms [2021-03-07 13:17:19 main:581] : INFO : Epoch 2046 | loss: 0.0312186 | val_loss: 0.0312249 | Time: 1825.37 ms [2021-03-07 13:17:21 main:581] : INFO : Epoch 2047 | loss: 0.0312189 | val_loss: 0.0312167 | Time: 1828.2 ms [2021-03-07 13:17:22 main:581] : INFO : Epoch 2048 | loss: 0.03122 | val_loss: 0.0312167 | Time: 1833.2 ms [2021-03-07 13:17:22 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312167 [2021-03-07 13:17:22 main:610] : INFO : Saving end state to config to file [2021-03-07 13:17:22 main:615] : INFO : Success, exiting.. 13:17:22 (2073910): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)