Task 5141096
| Name | ParityModified-1619582080-11258-1_0 |
| Workunit | 3088258 |
| Created | 3 May 2021, 22:19:40 UTC |
| Sent | 13 May 2021, 11:45:26 UTC |
| Report deadline | 20 May 2021, 11:45:26 UTC |
| Received | 13 May 2021, 13:46:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 59 min 55 sec |
| CPU time | 59 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0312268 | val_loss: 0.0312222 | Time: 1740.38 ms [2021-05-13 08:33:16 main:574] : INFO : Epoch 1543 | loss: 0.0312297 | val_loss: 0.0312213 | Time: 1743.86 ms [2021-05-13 08:33:18 main:574] : INFO : Epoch 1544 | loss: 0.0312266 | val_loss: 0.0312247 | Time: 1747.09 ms [2021-05-13 08:33:19 main:574] : INFO : Epoch 1545 | loss: 0.0312255 | val_loss: 0.0312207 | Time: 1759.99 ms [2021-05-13 08:33:21 main:574] : INFO : Epoch 1546 | loss: 0.0312239 | val_loss: 0.0312205 | Time: 1730.66 ms [2021-05-13 08:33:23 main:574] : INFO : Epoch 1547 | loss: 0.0312285 | val_loss: 0.0312257 | Time: 1746.5 ms [2021-05-13 08:33:25 main:574] : INFO : Epoch 1548 | loss: 0.0312275 | val_loss: 0.0312274 | Time: 1743.55 ms [2021-05-13 08:33:26 main:574] : INFO : Epoch 1549 | loss: 0.0312282 | val_loss: 0.0312218 | Time: 1744.81 ms [2021-05-13 08:33:28 main:574] : INFO : Epoch 1550 | loss: 0.0312244 | val_loss: 0.0312248 | Time: 1747.62 ms [2021-05-13 08:33:30 main:574] : INFO : Epoch 1551 | loss: 0.0312257 | val_loss: 0.0312276 | Time: 1737.89 ms [2021-05-13 08:33:32 main:574] : INFO : Epoch 1552 | loss: 0.0312287 | val_loss: 0.0312288 | Time: 1752.86 ms [2021-05-13 08:33:33 main:574] : INFO : Epoch 1553 | loss: 0.0312255 | val_loss: 0.0312195 | Time: 1744.11 ms [2021-05-13 08:33:35 main:574] : INFO : Epoch 1554 | loss: 0.0312235 | val_loss: 0.0312203 | Time: 1748.12 ms [2021-05-13 08:33:37 main:574] : INFO : Epoch 1555 | loss: 0.0312274 | val_loss: 0.031235 | Time: 1757.19 ms [2021-05-13 08:33:39 main:574] : INFO : Epoch 1556 | loss: 0.0312259 | val_loss: 0.0312256 | Time: 1758.01 ms [2021-05-13 08:33:40 main:574] : INFO : Epoch 1557 | loss: 0.0312277 | val_loss: 0.0312334 | Time: 1746.43 ms [2021-05-13 08:33:42 main:574] : INFO : Epoch 1558 | loss: 0.0312284 | val_loss: 0.0312232 | Time: 1752.55 ms [2021-05-13 08:33:44 main:574] : INFO : Epoch 1559 | loss: 0.031228 | val_loss: 0.0312214 | Time: 1744.66 ms [2021-05-13 08:33:46 main:574] : INFO : Epoch 1560 | loss: 0.0312287 | val_loss: 0.0312267 | Time: 1750.22 ms [2021-05-13 08:33:47 main:574] : INFO : Epoch 1561 | loss: 0.0312261 | val_loss: 0.0312197 | Time: 1742.89 ms [2021-05-13 08:33:49 main:574] : INFO : Epoch 1562 | loss: 0.0312238 | val_loss: 0.0312194 | Time: 1751.78 ms [2021-05-13 08:33:51 main:574] : INFO : Epoch 1563 | loss: 0.0312241 | val_loss: 0.0312277 | Time: 1752.13 ms [2021-05-13 08:33:53 main:574] : INFO : Epoch 1564 | loss: 0.0312272 | val_loss: 0.0312219 | Time: 1740.95 ms [2021-05-13 08:33:54 main:574] : INFO : Epoch 1565 | loss: 0.0312277 | val_loss: 0.0312363 | Time: 1761.99 ms [2021-05-13 08:33:56 main:574] : INFO : Epoch 1566 | loss: 0.0312335 | val_loss: 0.0312264 | Time: 1758.11 ms [2021-05-13 08:33:58 main:574] : INFO : Epoch 1567 | loss: 0.0312271 | val_loss: 0.0312241 | Time: 1736.8 ms [2021-05-13 08:34:00 main:574] : INFO : Epoch 1568 | loss: 0.0312242 | val_loss: 0.031234 | Time: 1738.57 ms [2021-05-13 08:34:01 main:574] : INFO : Epoch 1569 | loss: 0.0312296 | val_loss: 0.0312206 | Time: 1748.31 ms [2021-05-13 08:34:03 main:574] : INFO : Epoch 1570 | loss: 0.0312251 | val_loss: 0.0312225 | Time: 1738.67 ms [2021-05-13 08:34:05 main:574] : INFO : Epoch 1571 | loss: 0.0312239 | val_loss: 0.0312211 | Time: 1748.92 ms [2021-05-13 08:34:07 main:574] : INFO : Epoch 1572 | loss: 0.0312255 | val_loss: 0.031221 | Time: 1753.97 ms [2021-05-13 08:34:08 main:574] : INFO : Epoch 1573 | loss: 0.0312249 | val_loss: 0.0312205 | Time: 1738.2 ms [2021-05-13 08:34:10 main:574] : INFO : Epoch 1574 | loss: 0.0312247 | val_loss: 0.0312225 | Time: 1752.08 ms [2021-05-13 08:34:12 main:574] : INFO : Epoch 1575 | loss: 0.031229 | val_loss: 0.0312238 | Time: 1740.11 ms [2021-05-13 08:34:14 main:574] : INFO : Epoch 1576 | loss: 0.0312253 | val_loss: 0.0312202 | Time: 1754.51 ms [2021-05-13 08:34:15 main:574] : INFO : Epoch 1577 | loss: 0.0312257 | val_loss: 0.0312216 | Time: 1739.52 ms [2021-05-13 08:34:17 main:574] : INFO : Epoch 1578 | loss: 0.0312268 | val_loss: 0.031224 | Time: 1758.03 ms [2021-05-13 08:34:19 main:574] : INFO : Epoch 1579 | loss: 0.0312261 | val_loss: 0.0312204 | Time: 1744.68 ms [2021-05-13 08:34:21 main:574] : INFO : Epoch 1580 | loss: 0.0312254 | val_loss: 0.0312249 | Time: 1741.05 ms [2021-05-13 08:34:22 main:574] : INFO : Epoch 1581 | loss: 0.0312284 | val_loss: 0.0312267 | Time: 1750.76 ms [2021-05-13 08:34:24 main:574] : INFO : Epoch 1582 | loss: 0.0312264 | val_loss: 0.031221 | Time: 1739.33 ms [2021-05-13 08:34:26 main:574] : INFO : Epoch 1583 | loss: 0.0312269 | val_loss: 0.0312269 | Time: 1734.52 ms [2021-05-13 08:34:28 main:574] : INFO : Epoch 1584 | loss: 0.0312257 | val_loss: 0.0312245 | Time: 1748.28 ms [2021-05-13 08:34:29 main:574] : INFO : Epoch 1585 | loss: 0.0312269 | val_loss: 0.0312223 | Time: 1737.74 ms [2021-05-13 08:34:31 main:574] : INFO : Epoch 1586 | loss: 0.0312253 | val_loss: 0.0312201 | Time: 1756.33 ms [2021-05-13 08:34:33 main:574] : INFO : Epoch 1587 | loss: 0.0312285 | val_loss: 0.0312234 | Time: 1752.1 ms [2021-05-13 08:34:35 main:574] : INFO : Epoch 1588 | loss: 0.0312272 | val_loss: 0.0312248 | Time: 1762.26 ms [2021-05-13 08:34:36 main:574] : INFO : Epoch 1589 | loss: 0.0312258 | val_loss: 0.0312213 | Time: 1733.66 ms [2021-05-13 08:34:38 main:574] : INFO : Epoch 1590 | loss: 0.0312263 | val_loss: 0.0312195 | Time: 1744.7 ms [2021-05-13 08:34:40 main:574] : INFO : Epoch 1591 | loss: 0.0312271 | val_loss: 0.0312195 | Time: 1754.07 ms [2021-05-13 08:34:42 main:574] : INFO : Epoch 1592 | loss: 0.0312237 | val_loss: 0.0312195 | Time: 1754.29 ms [2021-05-13 08:34:43 main:574] : INFO : Epoch 1593 | loss: 0.031224 | val_loss: 0.0312213 | Time: 1740.98 ms [2021-05-13 08:34:45 main:574] : INFO : Epoch 1594 | loss: 0.0312246 | val_loss: 0.0312278 | Time: 1741.41 ms [2021-05-13 08:34:47 main:574] : INFO : Epoch 1595 | loss: 0.0312257 | val_loss: 0.0312209 | Time: 1738.29 ms [2021-05-13 08:34:49 main:574] : INFO : Epoch 1596 | loss: 0.0312265 | val_loss: 0.0312245 | Time: 1753.35 ms [2021-05-13 08:34:50 main:574] : INFO : Epoch 1597 | loss: 0.0312263 | val_loss: 0.0312243 | Time: 1748.9 ms [2021-05-13 08:34:52 main:574] : INFO : Epoch 1598 | loss: 0.0312387 | val_loss: 0.031231 | Time: 1753.55 ms [2021-05-13 08:34:54 main:574] : INFO : Epoch 1599 | loss: 0.0312358 | val_loss: 0.0312416 | Time: 1747.19 ms [2021-05-13 08:34:56 main:574] : INFO : Epoch 1600 | loss: 0.0312308 | val_loss: 0.0312326 | Time: 1761.13 ms [2021-05-13 08:34:57 main:574] : INFO : Epoch 1601 | loss: 0.03123 | val_loss: 0.0312215 | Time: 1734.38 ms [2021-05-13 08:34:59 main:574] : INFO : Epoch 1602 | loss: 0.0312239 | val_loss: 0.0312205 | Time: 1749.21 ms [2021-05-13 08:35:01 main:574] : INFO : Epoch 1603 | loss: 0.031226 | val_loss: 0.0312225 | Time: 1745.5 ms [2021-05-13 08:35:03 main:574] : INFO : Epoch 1604 | loss: 0.0312264 | val_loss: 0.0312238 | Time: 1742.43 ms [2021-05-13 08:35:04 main:574] : INFO : Epoch 1605 | loss: 0.0312251 | val_loss: 0.03122 | Time: 1745.94 ms [2021-05-13 08:35:06 main:574] : INFO : Epoch 1606 | loss: 0.0312267 | val_loss: 0.0312229 | Time: 1750.12 ms [2021-05-13 08:35:08 main:574] : INFO : Epoch 1607 | loss: 0.0312255 | val_loss: 0.0312186 | Time: 1751.9 ms [2021-05-13 08:35:10 main:574] : INFO : Epoch 1608 | loss: 0.031224 | val_loss: 0.0312268 | Time: 1739.79 ms [2021-05-13 08:35:11 main:574] : INFO : Epoch 1609 | loss: 0.0312243 | val_loss: 0.0312278 | Time: 1747.17 ms [2021-05-13 08:35:13 main:574] : INFO : Epoch 1610 | loss: 0.0312273 | val_loss: 0.0312223 | Time: 1754.11 ms [2021-05-13 08:35:15 main:574] : INFO : Epoch 1611 | loss: 0.0312275 | val_loss: 0.0312242 | Time: 1748.29 ms [2021-05-13 08:35:17 main:574] : INFO : Epoch 1612 | loss: 0.0312285 | val_loss: 0.0312254 | Time: 1741.11 ms [2021-05-13 08:35:18 main:574] : INFO : Epoch 1613 | loss: 0.0312289 | val_loss: 0.0312235 | Time: 1756.55 ms [2021-05-13 08:35:20 main:574] : INFO : Epoch 1614 | loss: 0.0312285 | val_loss: 0.0312244 | Time: 1735.1 ms [2021-05-13 08:35:22 main:574] : INFO : Epoch 1615 | loss: 0.0312285 | val_loss: 0.031227 | Time: 1746.92 ms [2021-05-13 08:35:24 main:574] : INFO : Epoch 1616 | loss: 0.0312288 | val_loss: 0.031224 | Time: 1754.62 ms [2021-05-13 08:35:25 main:574] : INFO : Epoch 1617 | loss: 0.0312263 | val_loss: 0.0312226 | Time: 1748.86 ms [2021-05-13 08:35:27 main:574] : INFO : Epoch 1618 | loss: 0.0312266 | val_loss: 0.0312241 | Time: 1749.17 ms [2021-05-13 08:35:29 main:574] : INFO : Epoch 1619 | loss: 0.0312286 | val_loss: 0.0312236 | Time: 1739.56 ms [2021-05-13 08:35:31 main:574] : INFO : Epoch 1620 | loss: 0.0312274 | val_loss: 0.031225 | Time: 1749.4 ms [2021-05-13 08:35:32 main:574] : INFO : Epoch 1621 | loss: 0.0312262 | val_loss: 0.0312282 | Time: 1762.46 ms [2021-05-13 08:35:34 main:574] : INFO : Epoch 1622 | loss: 0.0312296 | val_loss: 0.0312238 | Time: 1758.57 ms [2021-05-13 08:35:36 main:574] : INFO : Epoch 1623 | loss: 0.0312275 | val_loss: 0.0312222 | Time: 1741.15 ms [2021-05-13 08:35:38 main:574] : INFO : Epoch 1624 | loss: 0.0312294 | val_loss: 0.0312477 | Time: 1758.98 ms [2021-05-13 08:35:39 main:574] : INFO : Epoch 1625 | loss: 0.0312345 | val_loss: 0.0312257 | Time: 1748.2 ms [2021-05-13 08:35:41 main:574] : INFO : Epoch 1626 | loss: 0.0312267 | val_loss: 0.0312241 | Time: 1750.69 ms [2021-05-13 08:35:43 main:574] : INFO : Epoch 1627 | loss: 0.0312286 | val_loss: 0.0312219 | Time: 1756.77 ms [2021-05-13 08:35:45 main:574] : INFO : Epoch 1628 | loss: 0.0312282 | val_loss: 0.0312222 | Time: 1735.94 ms [2021-05-13 08:35:46 main:574] : INFO : Epoch 1629 | loss: 0.031227 | val_loss: 0.0312388 | Time: 1750.54 ms [2021-05-13 08:35:48 main:574] : INFO : Epoch 1630 | loss: 0.0312334 | val_loss: 0.0312246 | Time: 1756.03 ms [2021-05-13 08:35:50 main:574] : INFO : Epoch 1631 | loss: 0.0312281 | val_loss: 0.0312381 | Time: 1745.05 ms [2021-05-13 08:35:52 main:574] : INFO : Epoch 1632 | loss: 0.0312287 | val_loss: 0.0312301 | Time: 1729.76 ms [2021-05-13 08:35:53 main:574] : INFO : Epoch 1633 | loss: 0.0312266 | val_loss: 0.0312247 | Time: 1749.99 ms [2021-05-13 08:35:55 main:574] : INFO : Epoch 1634 | loss: 0.0312265 | val_loss: 0.0312221 | Time: 1741.48 ms [2021-05-13 08:35:57 main:574] : INFO : Epoch 1635 | loss: 0.0312271 | val_loss: 0.0312294 | Time: 1744.26 ms [2021-05-13 08:35:59 main:574] : INFO : Epoch 1636 | loss: 0.0312278 | val_loss: 0.0312229 | Time: 1756.33 ms [2021-05-13 08:36:01 main:574] : INFO : Epoch 1637 | loss: 0.0312264 | val_loss: 0.0312314 | Time: 1746.24 ms [2021-05-13 08:36:02 main:574] : INFO : Epoch 1638 | loss: 0.0312309 | val_loss: 0.031224 | Time: 1744.22 ms [2021-05-13 08:36:04 main:574] : INFO : Epoch 1639 | loss: 0.0312295 | val_loss: 0.0312305 | Time: 1754.07 ms [2021-05-13 08:36:06 main:574] : INFO : Epoch 1640 | loss: 0.0312303 | val_loss: 0.0312308 | Time: 1747.29 ms [2021-05-13 08:36:08 main:574] : INFO : Epoch 1641 | loss: 0.0312307 | val_loss: 0.0312369 | Time: 1747.42 ms [2021-05-13 08:36:09 main:574] : INFO : Epoch 1642 | loss: 0.0312324 | val_loss: 0.0312274 | Time: 1745.15 ms [2021-05-13 08:36:11 main:574] : INFO : Epoch 1643 | loss: 0.0312287 | val_loss: 0.0312233 | Time: 1757.88 ms [2021-05-13 08:36:13 main:574] : INFO : Epoch 1644 | loss: 0.0312276 | val_loss: 0.0312249 | Time: 1750.18 ms [2021-05-13 08:36:15 main:574] : INFO : Epoch 1645 | loss: 0.0312259 | val_loss: 0.0312229 | Time: 1747.89 ms [2021-05-13 08:36:16 main:574] : INFO : Epoch 1646 | loss: 0.0312265 | val_loss: 0.0312227 | Time: 1748.49 ms [2021-05-13 08:36:18 main:574] : INFO : Epoch 1647 | loss: 0.0312257 | val_loss: 0.0312258 | Time: 1748.58 ms [2021-05-13 08:36:20 main:574] : INFO : Epoch 1648 | loss: 0.031228 | val_loss: 0.0312378 | Time: 1757.38 ms [2021-05-13 08:36:22 main:574] : INFO : Epoch 1649 | loss: 0.0312284 | val_loss: 0.0312266 | Time: 1742.15 ms [2021-05-13 08:36:23 main:574] : INFO : Epoch 1650 | loss: 0.0312258 | val_loss: 0.0312252 | Time: 1738.06 ms [2021-05-13 08:36:25 main:574] : INFO : Epoch 1651 | loss: 0.0312249 | val_loss: 0.0312224 | Time: 1743.34 ms [2021-05-13 08:36:27 main:574] : INFO : Epoch 1652 | loss: 0.0312256 | val_loss: 0.0312242 | Time: 1744.44 ms [2021-05-13 08:36:29 main:574] : INFO : Epoch 1653 | loss: 0.0312258 | val_loss: 0.0312276 | Time: 1749.62 ms [2021-05-13 08:36:30 main:574] : INFO : Epoch 1654 | loss: 0.0312285 | val_loss: 0.0312235 | Time: 1761.3 ms [2021-05-13 08:36:32 main:574] : INFO : Epoch 1655 | loss: 0.0312286 | val_loss: 0.0312313 | Time: 1752.37 ms [2021-05-13 08:36:34 main:574] : INFO : Epoch 1656 | loss: 0.0312291 | val_loss: 0.0312239 | Time: 1741.67 ms [2021-05-13 08:36:36 main:574] : INFO : Epoch 1657 | loss: 0.0312262 | val_loss: 0.0312255 | Time: 1741.05 ms [2021-05-13 08:36:37 main:574] : INFO : Epoch 1658 | loss: 0.0312275 | val_loss: 0.0312254 | Time: 1734.06 ms [2021-05-13 08:36:39 main:574] : INFO : Epoch 1659 | loss: 0.0312341 | val_loss: 0.0312265 | Time: 1752.61 ms [2021-05-13 08:36:41 main:574] : INFO : Epoch 1660 | loss: 0.0312261 | val_loss: 0.031223 | Time: 1751.66 ms [2021-05-13 08:36:43 main:574] : INFO : Epoch 1661 | loss: 0.0312264 | val_loss: 0.0312244 | Time: 1750.47 ms [2021-05-13 08:36:44 main:574] : INFO : Epoch 1662 | loss: 0.0312268 | val_loss: 0.0312225 | Time: 1755.8 ms [2021-05-13 08:36:46 main:574] : INFO : Epoch 1663 | loss: 0.0312278 | val_loss: 0.0312233 | Time: 1758.31 ms [2021-05-13 08:36:48 main:574] : INFO : Epoch 1664 | loss: 0.0312261 | val_loss: 0.0312251 | Time: 1734.58 ms [2021-05-13 08:36:50 main:574] : INFO : Epoch 1665 | loss: 0.031226 | val_loss: 0.0312291 | Time: 1748.27 ms [2021-05-13 08:36:51 main:574] : INFO : Epoch 1666 | loss: 0.0312283 | val_loss: 0.0312282 | Time: 1744.68 ms [2021-05-13 08:36:53 main:574] : INFO : Epoch 1667 | loss: 0.031229 | val_loss: 0.0312226 | Time: 1753.9 ms [2021-05-13 08:36:55 main:574] : INFO : Epoch 1668 | loss: 0.0312295 | val_loss: 0.0312224 | Time: 1743.25 ms [2021-05-13 08:36:57 main:574] : INFO : Epoch 1669 | loss: 0.0312291 | val_loss: 0.0312412 | Time: 1739.17 ms [2021-05-13 08:36:58 main:574] : INFO : Epoch 1670 | loss: 0.0312329 | val_loss: 0.0312372 | Time: 1750.82 ms [2021-05-13 08:37:00 main:574] : INFO : Epoch 1671 | loss: 0.0312312 | val_loss: 0.0312255 | Time: 1731.5 ms [2021-05-13 08:37:02 main:574] : INFO : Epoch 1672 | loss: 0.0312285 | val_loss: 0.0312219 | Time: 1751.14 ms [2021-05-13 08:37:04 main:574] : INFO : Epoch 1673 | loss: 0.0312289 | val_loss: 0.0312347 | Time: 1744.31 ms [2021-05-13 08:37:05 main:574] : INFO : Epoch 1674 | loss: 0.0312319 | val_loss: 0.0312244 | Time: 1738.4 ms [2021-05-13 08:37:07 main:574] : INFO : Epoch 1675 | loss: 0.0312301 | val_loss: 0.0312364 | Time: 1753.91 ms [2021-05-13 08:37:09 main:574] : INFO : Epoch 1676 | loss: 0.0312334 | val_loss: 0.0312339 | Time: 1736.57 ms [2021-05-13 08:37:11 main:574] : INFO : Epoch 1677 | loss: 0.0312306 | val_loss: 0.0312224 | Time: 1751.02 ms [2021-05-13 08:37:12 main:574] : INFO : Epoch 1678 | loss: 0.0312254 | val_loss: 0.0312262 | Time: 1759.48 ms [2021-05-13 08:37:14 main:574] : INFO : Epoch 1679 | loss: 0.0312264 | val_loss: 0.0312273 | Time: 1744.55 ms [2021-05-13 08:37:16 main:574] : INFO : Epoch 1680 | loss: 0.0312258 | val_loss: 0.031226 | Time: 1750.48 ms [2021-05-13 08:37:18 main:574] : INFO : Epoch 1681 | loss: 0.0312287 | val_loss: 0.0312246 | Time: 1750.45 ms [2021-05-13 08:37:19 main:574] : INFO : Epoch 1682 | loss: 0.0312256 | val_loss: 0.0312218 | Time: 1746.98 ms [2021-05-13 08:37:21 main:574] : INFO : Epoch 1683 | loss: 0.0312243 | val_loss: 0.0312216 | Time: 1757.48 ms [2021-05-13 08:37:23 main:574] : INFO : Epoch 1684 | loss: 0.0312253 | val_loss: 0.031223 | Time: 1746.57 ms [2021-05-13 08:37:25 main:574] : INFO : Epoch 1685 | loss: 0.0312277 | val_loss: 0.0312229 | Time: 1745.58 ms [2021-05-13 08:37:26 main:574] : INFO : Epoch 1686 | loss: 0.0312255 | val_loss: 0.0312214 | Time: 1743.58 ms [2021-05-13 08:37:28 main:574] : INFO : Epoch 1687 | loss: 0.031228 | val_loss: 0.031227 | Time: 1735.6 ms [2021-05-13 08:37:30 main:574] : INFO : Epoch 1688 | loss: 0.0312266 | val_loss: 0.0312222 | Time: 1745.06 ms [2021-05-13 08:37:32 main:574] : INFO : Epoch 1689 | loss: 0.0312243 | val_loss: 0.0312216 | Time: 1751.75 ms [2021-05-13 08:37:33 main:574] : INFO : Epoch 1690 | loss: 0.0312251 | val_loss: 0.0312341 | Time: 1754.21 ms [2021-05-13 08:37:35 main:574] : INFO : Epoch 1691 | loss: 0.0312285 | val_loss: 0.0312239 | Time: 1750.73 ms [2021-05-13 08:37:37 main:574] : INFO : Epoch 1692 | loss: 0.0312268 | val_loss: 0.0312228 | Time: 1744.19 ms [2021-05-13 08:37:39 main:574] : INFO : Epoch 1693 | loss: 0.0312268 | val_loss: 0.0312219 | Time: 1735.67 ms [2021-05-13 08:37:40 main:574] : INFO : Epoch 1694 | loss: 0.0312246 | val_loss: 0.0312224 | Time: 1745.21 ms [2021-05-13 08:37:42 main:574] : INFO : Epoch 1695 | loss: 0.0312245 | val_loss: 0.0312218 | Time: 1747.74 ms [2021-05-13 08:37:44 main:574] : INFO : Epoch 1696 | loss: 0.031225 | val_loss: 0.0312271 | Time: 1739.88 ms [2021-05-13 08:37:46 main:574] : INFO : Epoch 1697 | loss: 0.0312277 | val_loss: 0.0312269 | Time: 1747.64 ms [2021-05-13 08:37:47 main:574] : INFO : Epoch 1698 | loss: 0.0312273 | val_loss: 0.0312243 | Time: 1743.88 ms [2021-05-13 08:37:49 main:574] : INFO : Epoch 1699 | loss: 0.031227 | val_loss: 0.0312236 | Time: 1758.16 ms [2021-05-13 08:37:51 main:574] : INFO : Epoch 1700 | loss: 0.0312266 | val_loss: 0.0312216 | Time: 1744.57 ms [2021-05-13 08:37:53 main:574] : INFO : Epoch 1701 | loss: 0.0312252 | val_loss: 0.0312235 | Time: 1748.66 ms [2021-05-13 08:37:54 main:574] : INFO : Epoch 1702 | loss: 0.0312248 | val_loss: 0.0312219 | Time: 1746.3 ms [2021-05-13 08:37:56 main:574] : INFO : Epoch 1703 | loss: 0.0312263 | val_loss: 0.0312329 | Time: 1740.46 ms [2021-05-13 08:37:58 main:574] : INFO : Epoch 1704 | loss: 0.0312293 | val_loss: 0.0312315 | Time: 1741.09 ms [2021-05-13 08:38:00 main:574] : INFO : Epoch 1705 | loss: 0.0312291 | val_loss: 0.0312294 | Time: 1732.58 ms [2021-05-13 08:38:01 main:574] : INFO : Epoch 1706 | loss: 0.0312255 | val_loss: 0.031222 | Time: 1733.81 ms [2021-05-13 08:38:03 main:574] : INFO : Epoch 1707 | loss: 0.031227 | val_loss: 0.0312264 | Time: 1740.43 ms [2021-05-13 08:38:05 main:574] : INFO : Epoch 1708 | loss: 0.0312258 | val_loss: 0.0312215 | Time: 1748.55 ms [2021-05-13 08:38:07 main:574] : INFO : Epoch 1709 | loss: 0.0312293 | val_loss: 0.0312262 | Time: 1742.09 ms [2021-05-13 08:38:08 main:574] : INFO : Epoch 1710 | loss: 0.0312282 | val_loss: 0.0312268 | Time: 1757.55 ms [2021-05-13 08:38:10 main:574] : INFO : Epoch 1711 | loss: 0.0312312 | val_loss: 0.0312239 | Time: 1746.94 ms [2021-05-13 08:38:12 main:574] : INFO : Epoch 1712 | loss: 0.0312277 | val_loss: 0.0312286 | Time: 1735.18 ms [2021-05-13 08:38:14 main:574] : INFO : Epoch 1713 | loss: 0.0312256 | val_loss: 0.0312211 | Time: 1747.38 ms [2021-05-13 08:38:15 main:574] : INFO : Epoch 1714 | loss: 0.031226 | val_loss: 0.0312214 | Time: 1751.16 ms [2021-05-13 08:38:17 main:574] : INFO : Epoch 1715 | loss: 0.0312267 | val_loss: 0.031222 | Time: 1748.75 ms [2021-05-13 08:38:19 main:574] : INFO : Epoch 1716 | loss: 0.0312315 | val_loss: 0.0312247 | Time: 1742.29 ms [2021-05-13 08:38:21 main:574] : INFO : Epoch 1717 | loss: 0.0312325 | val_loss: 0.0312242 | Time: 1750.29 ms [2021-05-13 08:38:22 main:574] : INFO : Epoch 1718 | loss: 0.0312257 | val_loss: 0.0312269 | Time: 1742.5 ms [2021-05-13 08:38:24 main:574] : INFO : Epoch 1719 | loss: 0.0312269 | val_loss: 0.0312222 | Time: 1749.77 ms [2021-05-13 08:38:26 main:574] : INFO : Epoch 1720 | loss: 0.0312261 | val_loss: 0.0312246 | Time: 1739.14 ms [2021-05-13 08:38:28 main:574] : INFO : Epoch 1721 | loss: 0.031227 | val_loss: 0.0312294 | Time: 1745.4 ms [2021-05-13 08:38:29 main:574] : INFO : Epoch 1722 | loss: 0.031231 | val_loss: 0.0312223 | Time: 1746.8 ms [2021-05-13 08:38:31 main:574] : INFO : Epoch 1723 | loss: 0.0312274 | val_loss: 0.0312243 | Time: 1752.09 ms [2021-05-13 08:38:33 main:574] : INFO : Epoch 1724 | loss: 0.0312254 | val_loss: 0.0312242 | Time: 1745.39 ms [2021-05-13 08:38:35 main:574] : INFO : Epoch 1725 | loss: 0.0312276 | val_loss: 0.0312228 | Time: 1750.26 ms [2021-05-13 08:38:36 main:574] : INFO : Epoch 1726 | loss: 0.0312252 | val_loss: 0.0312208 | Time: 1743.61 ms [2021-05-13 08:38:38 main:574] : INFO : Epoch 1727 | loss: 0.0312243 | val_loss: 0.0312241 | Time: 1750.3 ms [2021-05-13 08:38:40 main:574] : INFO : Epoch 1728 | loss: 0.0312297 | val_loss: 0.0312265 | Time: 1752.5 ms [2021-05-13 08:38:42 main:574] : INFO : Epoch 1729 | loss: 0.0312264 | val_loss: 0.0312217 | Time: 1753.26 ms [2021-05-13 08:38:43 main:574] : INFO : Epoch 1730 | loss: 0.0312256 | val_loss: 0.0312243 | Time: 1754.12 ms [2021-05-13 08:38:45 main:574] : INFO : Epoch 1731 | loss: 0.0312279 | val_loss: 0.0312229 | Time: 1750.22 ms [2021-05-13 08:38:47 main:574] : INFO : Epoch 1732 | loss: 0.031225 | val_loss: 0.0312221 | Time: 1750.82 ms [2021-05-13 08:38:49 main:574] : INFO : Epoch 1733 | loss: 0.0312233 | val_loss: 0.0312211 | Time: 1742.94 ms [2021-05-13 08:38:50 main:574] : INFO : Epoch 1734 | loss: 0.0312252 | val_loss: 0.0312229 | Time: 1742.87 ms [2021-05-13 08:38:52 main:574] : INFO : Epoch 1735 | loss: 0.0312264 | val_loss: 0.0312276 | Time: 1750.68 ms [2021-05-13 08:38:54 main:574] : INFO : Epoch 1736 | loss: 0.0312301 | val_loss: 0.0312246 | Time: 1752.93 ms [2021-05-13 08:38:56 main:574] : INFO : Epoch 1737 | loss: 0.0312253 | val_loss: 0.0312241 | Time: 1749.33 ms [2021-05-13 08:38:57 main:574] : INFO : Epoch 1738 | loss: 0.0312253 | val_loss: 0.0312235 | Time: 1757.16 ms [2021-05-13 08:38:59 main:574] : INFO : Epoch 1739 | loss: 0.0312253 | val_loss: 0.0312206 | Time: 1748.08 ms [2021-05-13 08:39:01 main:574] : INFO : Epoch 1740 | loss: 0.0312263 | val_loss: 0.0312262 | Time: 1749.86 ms [2021-05-13 08:39:03 main:574] : INFO : Epoch 1741 | loss: 0.0312288 | val_loss: 0.0312211 | Time: 1758.32 ms [2021-05-13 08:39:04 main:574] : INFO : Epoch 1742 | loss: 0.0312268 | val_loss: 0.0312215 | Time: 1745.2 ms [2021-05-13 08:39:06 main:574] : INFO : Epoch 1743 | loss: 0.0312273 | val_loss: 0.031221 | Time: 1747.68 ms [2021-05-13 08:39:08 main:574] : INFO : Epoch 1744 | loss: 0.0312241 | val_loss: 0.0312209 | Time: 1757.93 ms [2021-05-13 08:39:10 main:574] : INFO : Epoch 1745 | loss: 0.0312246 | val_loss: 0.0312214 | Time: 1748.88 ms [2021-05-13 08:39:11 main:574] : INFO : Epoch 1746 | loss: 0.0312273 | val_loss: 0.031228 | Time: 1744.36 ms [2021-05-13 08:39:13 main:574] : INFO : Epoch 1747 | loss: 0.0312264 | val_loss: 0.0312266 | Time: 1741.45 ms [2021-05-13 08:39:15 main:574] : INFO : Epoch 1748 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 1742.98 ms [2021-05-13 08:39:17 main:574] : INFO : Epoch 1749 | loss: 0.0312239 | val_loss: 0.0312244 | Time: 1736.7 ms [2021-05-13 08:39:18 main:574] : INFO : Epoch 1750 | loss: 0.0312263 | val_loss: 0.0312216 | Time: 1743.22 ms [2021-05-13 08:39:20 main:574] : INFO : Epoch 1751 | loss: 0.0312247 | val_loss: 0.0312208 | Time: 1738.45 ms [2021-05-13 08:39:22 main:574] : INFO : Epoch 1752 | loss: 0.0312246 | val_loss: 0.0312233 | Time: 1756.2 ms [2021-05-13 08:39:24 main:574] : INFO : Epoch 1753 | loss: 0.0312287 | val_loss: 0.0312266 | Time: 1749.83 ms [2021-05-13 08:39:25 main:574] : INFO : Epoch 1754 | loss: 0.0312249 | val_loss: 0.031221 | Time: 1742.09 ms [2021-05-13 08:39:27 main:574] : INFO : Epoch 1755 | loss: 0.0312242 | val_loss: 0.0312263 | Time: 1730.62 ms [2021-05-13 08:39:29 main:574] : INFO : Epoch 1756 | loss: 0.0312261 | val_loss: 0.0312205 | Time: 1745.61 ms [2021-05-13 08:39:31 main:574] : INFO : Epoch 1757 | loss: 0.0312279 | val_loss: 0.0312318 | Time: 1744.91 ms [2021-05-13 08:39:32 main:574] : INFO : Epoch 1758 | loss: 0.0312287 | val_loss: 0.0312262 | Time: 1746.43 ms [2021-05-13 08:39:34 main:574] : INFO : Epoch 1759 | loss: 0.0312303 | val_loss: 0.0312232 | Time: 1729.48 ms [2021-05-13 08:39:36 main:574] : INFO : Epoch 1760 | loss: 0.0312254 | val_loss: 0.0312206 | Time: 1739.59 ms [2021-05-13 08:39:38 main:574] : INFO : Epoch 1761 | loss: 0.0312239 | val_loss: 0.031222 | Time: 1748.41 ms [2021-05-13 08:39:39 main:574] : INFO : Epoch 1762 | loss: 0.0312245 | val_loss: 0.0312205 | Time: 1744.25 ms [2021-05-13 08:39:41 main:574] : INFO : Epoch 1763 | loss: 0.0312254 | val_loss: 0.0312327 | Time: 1748.02 ms [2021-05-13 08:39:43 main:574] : INFO : Epoch 1764 | loss: 0.0312275 | val_loss: 0.0312208 | Time: 1746.66 ms [2021-05-13 08:39:45 main:574] : INFO : Epoch 1765 | loss: 0.0312247 | val_loss: 0.0312246 | Time: 1748.88 ms [2021-05-13 08:39:46 main:574] : INFO : Epoch 1766 | loss: 0.0312231 | val_loss: 0.0312234 | Time: 1748.05 ms [2021-05-13 08:39:48 main:574] : INFO : Epoch 1767 | loss: 0.0312243 | val_loss: 0.031227 | Time: 1756.52 ms [2021-05-13 08:39:50 main:574] : INFO : Epoch 1768 | loss: 0.0312237 | val_loss: 0.0312237 | Time: 1746.05 ms [2021-05-13 08:39:52 main:574] : INFO : Epoch 1769 | loss: 0.0312234 | val_loss: 0.0312224 | Time: 1743.82 ms [2021-05-13 08:39:53 main:574] : INFO : Epoch 1770 | loss: 0.0312261 | val_loss: 0.0312222 | Time: 1743.15 ms [2021-05-13 08:39:55 main:574] : INFO : Epoch 1771 | loss: 0.031228 | val_loss: 0.0312227 | Time: 1750.27 ms [2021-05-13 08:39:57 main:574] : INFO : Epoch 1772 | loss: 0.0312241 | val_loss: 0.0312226 | Time: 1748.84 ms [2021-05-13 08:39:59 main:574] : INFO : Epoch 1773 | loss: 0.0312277 | val_loss: 0.0312344 | Time: 1750.45 ms [2021-05-13 08:40:00 main:574] : INFO : Epoch 1774 | loss: 0.0312363 | val_loss: 0.0312263 | Time: 1742.99 ms [2021-05-13 08:40:02 main:574] : INFO : Epoch 1775 | loss: 0.0312442 | val_loss: 0.0312282 | Time: 1750.34 ms [2021-05-13 08:40:04 main:574] : INFO : Epoch 1776 | loss: 0.0312408 | val_loss: 0.0312366 | Time: 1736.44 ms [2021-05-13 08:40:06 main:574] : INFO : Epoch 1777 | loss: 0.0312305 | val_loss: 0.0312235 | Time: 1744.09 ms [2021-05-13 08:40:07 main:574] : INFO : Epoch 1778 | loss: 0.0312271 | val_loss: 0.0312259 | Time: 1736.85 ms [2021-05-13 08:40:09 main:574] : INFO : Epoch 1779 | loss: 0.031227 | val_loss: 0.0312272 | Time: 1756.19 ms [2021-05-13 08:40:11 main:574] : INFO : Epoch 1780 | loss: 0.0312264 | val_loss: 0.0312226 | Time: 1748.85 ms [2021-05-13 08:40:13 main:574] : INFO : Epoch 1781 | loss: 0.0312252 | val_loss: 0.031224 | Time: 1758.37 ms [2021-05-13 08:40:14 main:574] : INFO : Epoch 1782 | loss: 0.0312238 | val_loss: 0.0312204 | Time: 1747.66 ms [2021-05-13 08:40:16 main:574] : INFO : Epoch 1783 | loss: 0.0312232 | val_loss: 0.0312304 | Time: 1739.13 ms [2021-05-13 08:40:18 main:574] : INFO : Epoch 1784 | loss: 0.0312246 | val_loss: 0.0312242 | Time: 1738.19 ms [2021-05-13 08:40:20 main:574] : INFO : Epoch 1785 | loss: 0.031226 | val_loss: 0.0312215 | Time: 1755.27 ms [2021-05-13 08:40:21 main:574] : INFO : Epoch 1786 | loss: 0.0312241 | val_loss: 0.0312209 | Time: 1745.86 ms [2021-05-13 08:40:23 main:574] : INFO : Epoch 1787 | loss: 0.0312232 | val_loss: 0.031223 | Time: 1753.35 ms [2021-05-13 08:40:25 main:574] : INFO : Epoch 1788 | loss: 0.0312245 | val_loss: 0.031222 | Time: 1740.22 ms [2021-05-13 08:40:27 main:574] : INFO : Epoch 1789 | loss: 0.0312271 | val_loss: 0.0312239 | Time: 1749.09 ms [2021-05-13 08:40:29 main:574] : INFO : Epoch 1790 | loss: 0.031225 | val_loss: 0.0312213 | Time: 1753.95 ms [2021-05-13 08:40:30 main:574] : INFO : Epoch 1791 | loss: 0.0312235 | val_loss: 0.0312209 | Time: 1750.43 ms [2021-05-13 08:40:32 main:574] : INFO : Epoch 1792 | loss: 0.0312239 | val_loss: 0.0312215 | Time: 1742.02 ms [2021-05-13 08:40:34 main:574] : INFO : Epoch 1793 | loss: 0.0312237 | val_loss: 0.0312209 | Time: 1744.88 ms [2021-05-13 08:40:36 main:574] : INFO : Epoch 1794 | loss: 0.031226 | val_loss: 0.0312338 | Time: 1758.71 ms [2021-05-13 08:40:37 main:574] : INFO : Epoch 1795 | loss: 0.0312279 | val_loss: 0.0312242 | Time: 1757.11 ms [2021-05-13 08:40:39 main:574] : INFO : Epoch 1796 | loss: 0.0312254 | val_loss: 0.0312218 | Time: 1740.19 ms [2021-05-13 08:40:41 main:574] : INFO : Epoch 1797 | loss: 0.0312266 | val_loss: 0.0312213 | Time: 1762.66 ms [2021-05-13 08:40:43 main:574] : INFO : Epoch 1798 | loss: 0.0312237 | val_loss: 0.0312228 | Time: 1738.98 ms [2021-05-13 08:40:44 main:574] : INFO : Epoch 1799 | loss: 0.0312227 | val_loss: 0.0312217 | Time: 1739.83 ms [2021-05-13 08:40:46 main:574] : INFO : Epoch 1800 | loss: 0.0312241 | val_loss: 0.0312216 | Time: 1759.74 ms [2021-05-13 08:40:48 main:574] : INFO : Epoch 1801 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 1765.51 ms [2021-05-13 08:40:50 main:574] : INFO : Epoch 1802 | loss: 0.0312235 | val_loss: 0.03122 | Time: 1746.26 ms [2021-05-13 08:40:51 main:574] : INFO : Epoch 1803 | loss: 0.0312232 | val_loss: 0.0312229 | Time: 1754.49 ms [2021-05-13 08:40:53 main:574] : INFO : Epoch 1804 | loss: 0.0312231 | val_loss: 0.0312207 | Time: 1729.58 ms [2021-05-13 08:40:55 main:574] : INFO : Epoch 1805 | loss: 0.0312262 | val_loss: 0.0312273 | Time: 1735.39 ms [2021-05-13 08:40:57 main:574] : INFO : Epoch 1806 | loss: 0.0312252 | val_loss: 0.0312196 | Time: 1745.1 ms [2021-05-13 08:40:58 main:574] : INFO : Epoch 1807 | loss: 0.0312265 | val_loss: 0.0312261 | Time: 1744.11 ms [2021-05-13 08:41:00 main:574] : INFO : Epoch 1808 | loss: 0.0312228 | val_loss: 0.0312202 | Time: 1747.57 ms [2021-05-13 08:41:02 main:574] : INFO : Epoch 1809 | loss: 0.031222 | val_loss: 0.0312212 | Time: 1745.5 ms [2021-05-13 08:41:04 main:574] : INFO : Epoch 1810 | loss: 0.031223 | val_loss: 0.0312198 | Time: 1751.78 ms [2021-05-13 08:41:05 main:574] : INFO : Epoch 1811 | loss: 0.0312247 | val_loss: 0.0312227 | Time: 1745.59 ms [2021-05-13 08:41:07 main:574] : INFO : Epoch 1812 | loss: 0.031223 | val_loss: 0.0312212 | Time: 1740.39 ms [2021-05-13 08:41:09 main:574] : INFO : Epoch 1813 | loss: 0.0312242 | val_loss: 0.0312214 | Time: 1745.56 ms [2021-05-13 08:41:11 main:574] : INFO : Epoch 1814 | loss: 0.0312263 | val_loss: 0.0312227 | Time: 1746.02 ms [2021-05-13 08:41:12 main:574] : INFO : Epoch 1815 | loss: 0.0312229 | val_loss: 0.0312217 | Time: 1744.12 ms [2021-05-13 08:41:14 main:574] : INFO : Epoch 1816 | loss: 0.0312228 | val_loss: 0.0312204 | Time: 1740.78 ms [2021-05-13 08:41:16 main:574] : INFO : Epoch 1817 | loss: 0.0312243 | val_loss: 0.0312219 | Time: 1743.35 ms [2021-05-13 08:41:18 main:574] : INFO : Epoch 1818 | loss: 0.0312254 | val_loss: 0.0312207 | Time: 1757.89 ms [2021-05-13 08:41:19 main:574] : INFO : Epoch 1819 | loss: 0.0312234 | val_loss: 0.0312207 | Time: 1735.25 ms [2021-05-13 08:41:21 main:574] : INFO : Epoch 1820 | loss: 0.0312241 | val_loss: 0.0312244 | Time: 1753.47 ms [2021-05-13 08:41:23 main:574] : INFO : Epoch 1821 | loss: 0.0312249 | val_loss: 0.031221 | Time: 1754.17 ms [2021-05-13 08:41:25 main:574] : INFO : Epoch 1822 | loss: 0.031226 | val_loss: 0.0312199 | Time: 1754.31 ms [2021-05-13 08:41:26 main:574] : INFO : Epoch 1823 | loss: 0.0312237 | val_loss: 0.0312206 | Time: 1747.31 ms [2021-05-13 08:41:28 main:574] : INFO : Epoch 1824 | loss: 0.0312243 | val_loss: 0.0312258 | Time: 1740.99 ms [2021-05-13 08:41:30 main:574] : INFO : Epoch 1825 | loss: 0.0312252 | val_loss: 0.0312229 | Time: 1738.49 ms [2021-05-13 08:41:32 main:574] : INFO : Epoch 1826 | loss: 0.0312258 | val_loss: 0.0312221 | Time: 1743.75 ms [2021-05-13 08:41:33 main:574] : INFO : Epoch 1827 | loss: 0.0312234 | val_loss: 0.0312247 | Time: 1742.12 ms [2021-05-13 08:41:35 main:574] : INFO : Epoch 1828 | loss: 0.0312238 | val_loss: 0.0312235 | Time: 1770.96 ms [2021-05-13 08:41:37 main:574] : INFO : Epoch 1829 | loss: 0.0312253 | val_loss: 0.0312219 | Time: 1761.2 ms [2021-05-13 08:41:39 main:574] : INFO : Epoch 1830 | loss: 0.0312286 | val_loss: 0.0312217 | Time: 1737.86 ms [2021-05-13 08:41:40 main:574] : INFO : Epoch 1831 | loss: 0.0312304 | val_loss: 0.0312303 | Time: 1736.23 ms [2021-05-13 08:41:42 main:574] : INFO : Epoch 1832 | loss: 0.0312248 | val_loss: 0.0312202 | Time: 1746.34 ms [2021-05-13 08:41:44 main:574] : INFO : Epoch 1833 | loss: 0.0312241 | val_loss: 0.0312204 | Time: 1747.62 ms [2021-05-13 08:41:46 main:574] : INFO : Epoch 1834 | loss: 0.0312234 | val_loss: 0.031219 | Time: 1746.76 ms [2021-05-13 08:41:47 main:574] : INFO : Epoch 1835 | loss: 0.031222 | val_loss: 0.0312207 | Time: 1735.69 ms [2021-05-13 08:41:49 main:574] : INFO : Epoch 1836 | loss: 0.0312221 | val_loss: 0.0312203 | Time: 1752.61 ms [2021-05-13 08:41:51 main:574] : INFO : Epoch 1837 | loss: 0.0312233 | val_loss: 0.0312189 | Time: 1740.86 ms [2021-05-13 08:41:53 main:574] : INFO : Epoch 1838 | loss: 0.0312226 | val_loss: 0.0312195 | Time: 1744 ms [2021-05-13 08:41:54 main:574] : INFO : Epoch 1839 | loss: 0.0312233 | val_loss: 0.0312189 | Time: 1730.08 ms [2021-05-13 08:41:56 main:574] : INFO : Epoch 1840 | loss: 0.0312217 | val_loss: 0.0312199 | Time: 1744.06 ms [2021-05-13 08:41:58 main:574] : INFO : Epoch 1841 | loss: 0.0312225 | val_loss: 0.0312208 | Time: 1746.39 ms [2021-05-13 08:42:00 main:574] : INFO : Epoch 1842 | loss: 0.0312224 | val_loss: 0.0312193 | Time: 1733.38 ms [2021-05-13 08:42:01 main:574] : INFO : Epoch 1843 | loss: 0.031222 | val_loss: 0.0312237 | Time: 1748.56 ms [2021-05-13 08:42:03 main:574] : INFO : Epoch 1844 | loss: 0.031222 | val_loss: 0.0312204 | Time: 1736.27 ms [2021-05-13 08:42:05 main:574] : INFO : Epoch 1845 | loss: 0.0312239 | val_loss: 0.0312208 | Time: 1743.18 ms [2021-05-13 08:42:07 main:574] : INFO : Epoch 1846 | loss: 0.0312222 | val_loss: 0.0312195 | Time: 1766.73 ms [2021-05-13 08:42:08 main:574] : INFO : Epoch 1847 | loss: 0.031222 | val_loss: 0.0312217 | Time: 1739.06 ms [2021-05-13 08:42:10 main:574] : INFO : Epoch 1848 | loss: 0.0312231 | val_loss: 0.0312191 | Time: 1744.02 ms [2021-05-13 08:42:12 main:574] : INFO : Epoch 1849 | loss: 0.0312227 | val_loss: 0.0312192 | Time: 1744.76 ms [2021-05-13 08:42:14 main:574] : INFO : Epoch 1850 | loss: 0.0312267 | val_loss: 0.0312302 | Time: 1751.12 ms [2021-05-13 08:42:15 main:574] : INFO : Epoch 1851 | loss: 0.0312285 | val_loss: 0.0312189 | Time: 1742.85 ms [2021-05-13 08:42:17 main:574] : INFO : Epoch 1852 | loss: 0.0312215 | val_loss: 0.0312186 | Time: 1757.31 ms [2021-05-13 08:42:19 main:574] : INFO : Epoch 1853 | loss: 0.0312217 | val_loss: 0.0312193 | Time: 1745.81 ms [2021-05-13 08:42:21 main:574] : INFO : Epoch 1854 | loss: 0.031224 | val_loss: 0.0312317 | Time: 1740.91 ms [2021-05-13 08:42:22 main:574] : INFO : Epoch 1855 | loss: 0.0312329 | val_loss: 0.0312211 | Time: 1744.29 ms [2021-05-13 08:42:24 main:574] : INFO : Epoch 1856 | loss: 0.0312239 | val_loss: 0.0312194 | Time: 1736.6 ms [2021-05-13 08:42:26 main:574] : INFO : Epoch 1857 | loss: 0.0312252 | val_loss: 0.0312204 | Time: 1751.24 ms [2021-05-13 08:42:28 main:574] : INFO : Epoch 1858 | loss: 0.0312223 | val_loss: 0.0312183 | Time: 1745.54 ms [2021-05-13 08:42:29 main:574] : INFO : Epoch 1859 | loss: 0.0312216 | val_loss: 0.0312185 | Time: 1742.33 ms [2021-05-13 08:42:31 main:574] : INFO : Epoch 1860 | loss: 0.031222 | val_loss: 0.0312195 | Time: 1734.62 ms [2021-05-13 08:42:33 main:574] : INFO : Epoch 1861 | loss: 0.0312256 | val_loss: 0.0312198 | Time: 1740.16 ms [2021-05-13 08:42:35 main:574] : INFO : Epoch 1862 | loss: 0.0312228 | val_loss: 0.0312218 | Time: 1731.99 ms [2021-05-13 08:42:36 main:574] : INFO : Epoch 1863 | loss: 0.0312263 | val_loss: 0.03122 | Time: 1745.61 ms [2021-05-13 08:42:38 main:574] : INFO : Epoch 1864 | loss: 0.0312228 | val_loss: 0.0312186 | Time: 1746.57 ms [2021-05-13 08:42:40 main:574] : INFO : Epoch 1865 | loss: 0.0312252 | val_loss: 0.0312198 | Time: 1756.02 ms [2021-05-13 08:42:42 main:574] : INFO : Epoch 1866 | loss: 0.0312228 | val_loss: 0.0312214 | Time: 1743.07 ms [2021-05-13 08:42:43 main:574] : INFO : Epoch 1867 | loss: 0.031223 | val_loss: 0.03122 | Time: 1751.49 ms [2021-05-13 08:42:45 main:574] : INFO : Epoch 1868 | loss: 0.0312244 | val_loss: 0.0312184 | Time: 1757.56 ms [2021-05-13 08:42:47 main:574] : INFO : Epoch 1869 | loss: 0.0312249 | val_loss: 0.0312203 | Time: 1749.91 ms [2021-05-13 08:42:49 main:574] : INFO : Epoch 1870 | loss: 0.0312265 | val_loss: 0.0312181 | Time: 1735.34 ms [2021-05-13 08:42:50 main:574] : INFO : Epoch 1871 | loss: 0.0312247 | val_loss: 0.0312195 | Time: 1736.63 ms [2021-05-13 08:42:52 main:574] : INFO : Epoch 1872 | loss: 0.0312218 | val_loss: 0.0312204 | Time: 1751.3 ms [2021-05-13 08:42:54 main:574] : INFO : Epoch 1873 | loss: 0.0312216 | val_loss: 0.0312213 | Time: 1751.99 ms [2021-05-13 08:42:56 main:574] : INFO : Epoch 1874 | loss: 0.0312243 | val_loss: 0.0312322 | Time: 1749.45 ms [2021-05-13 08:42:57 main:574] : INFO : Epoch 1875 | loss: 0.0312258 | val_loss: 0.0312209 | Time: 1742.44 ms [2021-05-13 08:42:59 main:574] : INFO : Epoch 1876 | loss: 0.0312226 | val_loss: 0.0312203 | Time: 1735.71 ms [2021-05-13 08:43:01 main:574] : INFO : Epoch 1877 | loss: 0.0312242 | val_loss: 0.0312182 | Time: 1744.82 ms [2021-05-13 08:43:03 main:574] : INFO : Epoch 1878 | loss: 0.0312226 | val_loss: 0.0312196 | Time: 1742.7 ms [2021-05-13 08:43:04 main:574] : INFO : Epoch 1879 | loss: 0.0312219 | val_loss: 0.031219 | Time: 1751.4 ms [2021-05-13 08:43:06 main:574] : INFO : Epoch 1880 | loss: 0.031221 | val_loss: 0.0312188 | Time: 1740.26 ms [2021-05-13 08:43:08 main:574] : INFO : Epoch 1881 | loss: 0.0312252 | val_loss: 0.0312228 | Time: 1751.2 ms [2021-05-13 08:43:10 main:574] : INFO : Epoch 1882 | loss: 0.0312261 | val_loss: 0.0312191 | Time: 1740.18 ms [2021-05-13 08:43:11 main:574] : INFO : Epoch 1883 | loss: 0.0312215 | val_loss: 0.0312182 | Time: 1732.52 ms [2021-05-13 08:43:13 main:574] : INFO : Epoch 1884 | loss: 0.031223 | val_loss: 0.0312245 | Time: 1748.88 ms [2021-05-13 08:43:15 main:574] : INFO : Epoch 1885 | loss: 0.0312224 | val_loss: 0.0312192 | Time: 1737.17 ms [2021-05-13 08:43:17 main:574] : INFO : Epoch 1886 | loss: 0.0312237 | val_loss: 0.0312257 | Time: 1727.07 ms [2021-05-13 08:43:18 main:574] : INFO : Epoch 1887 | loss: 0.0312261 | val_loss: 0.0312212 | Time: 1744.54 ms [2021-05-13 08:43:20 main:574] : INFO : Epoch 1888 | loss: 0.031223 | val_loss: 0.0312193 | Time: 1742.7 ms [2021-05-13 08:43:22 main:574] : INFO : Epoch 1889 | loss: 0.0312243 | val_loss: 0.0312208 | Time: 1731.29 ms [2021-05-13 08:43:24 main:574] : INFO : Epoch 1890 | loss: 0.0312225 | val_loss: 0.0312335 | Time: 1751.54 ms [2021-05-13 08:43:25 main:574] : INFO : Epoch 1891 | loss: 0.0312279 | val_loss: 0.0312188 | Time: 1743.59 ms [2021-05-13 08:43:27 main:574] : INFO : Epoch 1892 | loss: 0.0312233 | val_loss: 0.0312185 | Time: 1733.54 ms [2021-05-13 08:43:29 main:574] : INFO : Epoch 1893 | loss: 0.0312243 | val_loss: 0.031223 | Time: 1744.4 ms [2021-05-13 08:43:30 main:574] : INFO : Epoch 1894 | loss: 0.0312235 | val_loss: 0.0312183 | Time: 1742.59 ms [2021-05-13 08:43:32 main:574] : INFO : Epoch 1895 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 1735.21 ms [2021-05-13 08:43:34 main:574] : INFO : Epoch 1896 | loss: 0.0312218 | val_loss: 0.0312195 | Time: 1750.53 ms [2021-05-13 08:43:36 main:574] : INFO : Epoch 1897 | loss: 0.0312217 | val_loss: 0.0312178 | Time: 1741.64 ms [2021-05-13 08:43:37 main:574] : INFO : Epoch 1898 | loss: 0.031221 | val_loss: 0.0312202 | Time: 1749.56 ms [2021-05-13 08:43:39 main:574] : INFO : Epoch 1899 | loss: 0.0312219 | val_loss: 0.0312177 | Time: 1751.43 ms [2021-05-13 08:43:41 main:574] : INFO : Epoch 1900 | loss: 0.0312215 | val_loss: 0.0312212 | Time: 1740.84 ms [2021-05-13 08:43:43 main:574] : INFO : Epoch 1901 | loss: 0.0312216 | val_loss: 0.0312249 | Time: 1754.65 ms [2021-05-13 08:43:45 main:574] : INFO : Epoch 1902 | loss: 0.0312255 | val_loss: 0.0312235 | Time: 1746.49 ms [2021-05-13 08:43:46 main:574] : INFO : Epoch 1903 | loss: 0.0312227 | val_loss: 0.0312175 | Time: 1736.19 ms [2021-05-13 08:43:48 main:574] : INFO : Epoch 1904 | loss: 0.0312227 | val_loss: 0.0312181 | Time: 1753.39 ms [2021-05-13 08:43:50 main:574] : INFO : Epoch 1905 | loss: 0.0312215 | val_loss: 0.0312216 | Time: 1752.86 ms [2021-05-13 08:43:52 main:574] : INFO : Epoch 1906 | loss: 0.0312234 | val_loss: 0.0312198 | Time: 1755.04 ms [2021-05-13 08:43:53 main:574] : INFO : Epoch 1907 | loss: 0.0312234 | val_loss: 0.0312246 | Time: 1750.08 ms [2021-05-13 08:43:55 main:574] : INFO : Epoch 1908 | loss: 0.0312219 | val_loss: 0.0312178 | Time: 1739.02 ms [2021-05-13 08:43:57 main:574] : INFO : Epoch 1909 | loss: 0.0312226 | val_loss: 0.0312238 | Time: 1735.81 ms [2021-05-13 08:43:59 main:574] : INFO : Epoch 1910 | loss: 0.0312248 | val_loss: 0.0312183 | Time: 1748.77 ms [2021-05-13 08:44:00 main:574] : INFO : Epoch 1911 | loss: 0.0312213 | val_loss: 0.0312212 | Time: 1746.33 ms [2021-05-13 08:44:02 main:574] : INFO : Epoch 1912 | loss: 0.0312217 | val_loss: 0.0312187 | Time: 1759.4 ms [2021-05-13 08:44:04 main:574] : INFO : Epoch 1913 | loss: 0.0312222 | val_loss: 0.0312245 | Time: 1736.76 ms [2021-05-13 08:44:06 main:574] : INFO : Epoch 1914 | loss: 0.0312231 | val_loss: 0.0312238 | Time: 1752.84 ms [2021-05-13 08:44:07 main:574] : INFO : Epoch 1915 | loss: 0.0312228 | val_loss: 0.0312177 | Time: 1744.48 ms [2021-05-13 08:44:09 main:574] : INFO : Epoch 1916 | loss: 0.0312223 | val_loss: 0.0312312 | Time: 1753.48 ms [2021-05-13 08:44:11 main:574] : INFO : Epoch 1917 | loss: 0.0312263 | val_loss: 0.0312183 | Time: 1736.82 ms [2021-05-13 08:44:13 main:574] : INFO : Epoch 1918 | loss: 0.0312214 | val_loss: 0.0312209 | Time: 1740.77 ms [2021-05-13 08:44:14 main:574] : INFO : Epoch 1919 | loss: 0.0312227 | val_loss: 0.0312179 | Time: 1755.46 ms [2021-05-13 08:44:16 main:574] : INFO : Epoch 1920 | loss: 0.0312226 | val_loss: 0.0312196 | Time: 1739.94 ms [2021-05-13 08:44:18 main:574] : INFO : Epoch 1921 | loss: 0.0312206 | val_loss: 0.0312171 | Time: 1750.83 ms [2021-05-13 08:44:20 main:574] : INFO : Epoch 1922 | loss: 0.0312202 | val_loss: 0.0312176 | Time: 1742.42 ms [2021-05-13 08:44:21 main:574] : INFO : Epoch 1923 | loss: 0.031222 | val_loss: 0.0312195 | Time: 1749.23 ms [2021-05-13 08:44:23 main:574] : INFO : Epoch 1924 | loss: 0.0312245 | val_loss: 0.0312218 | Time: 1760.27 ms [2021-05-13 08:44:25 main:574] : INFO : Epoch 1925 | loss: 0.0312223 | val_loss: 0.0312196 | Time: 1746.6 ms [2021-05-13 08:44:27 main:574] : INFO : Epoch 1926 | loss: 0.0312228 | val_loss: 0.0312215 | Time: 1742.01 ms [2021-05-13 08:44:28 main:574] : INFO : Epoch 1927 | loss: 0.0312248 | val_loss: 0.0312214 | Time: 1741.29 ms [2021-05-13 08:44:30 main:574] : INFO : Epoch 1928 | loss: 0.031222 | val_loss: 0.0312229 | Time: 1743.6 ms [2021-05-13 08:44:32 main:574] : INFO : Epoch 1929 | loss: 0.0312216 | val_loss: 0.0312182 | Time: 1738.64 ms [2021-05-13 08:44:34 main:574] : INFO : Epoch 1930 | loss: 0.031222 | val_loss: 0.0312208 | Time: 1734.13 ms [2021-05-13 08:44:35 main:574] : INFO : Epoch 1931 | loss: 0.0312231 | val_loss: 0.0312198 | Time: 1735.81 ms [2021-05-13 08:44:37 main:574] : INFO : Epoch 1932 | loss: 0.031229 | val_loss: 0.0312311 | Time: 1747.06 ms [2021-05-13 08:44:39 main:574] : INFO : Epoch 1933 | loss: 0.0312257 | val_loss: 0.0312237 | Time: 1750.02 ms [2021-05-13 08:44:41 main:574] : INFO : Epoch 1934 | loss: 0.0312243 | val_loss: 0.0312238 | Time: 1752.96 ms [2021-05-13 08:44:42 main:574] : INFO : Epoch 1935 | loss: 0.0312251 | val_loss: 0.0312233 | Time: 1749.73 ms [2021-05-13 08:44:44 main:574] : INFO : Epoch 1936 | loss: 0.0312222 | val_loss: 0.0312184 | Time: 1750.96 ms [2021-05-13 08:44:46 main:574] : INFO : Epoch 1937 | loss: 0.0312233 | val_loss: 0.0312194 | Time: 1749.71 ms [2021-05-13 08:44:48 main:574] : INFO : Epoch 1938 | loss: 0.0312216 | val_loss: 0.0312194 | Time: 1741.75 ms [2021-05-13 08:44:49 main:574] : INFO : Epoch 1939 | loss: 0.0312229 | val_loss: 0.0312198 | Time: 1746.62 ms [2021-05-13 08:44:51 main:574] : INFO : Epoch 1940 | loss: 0.0312252 | val_loss: 0.031232 | Time: 1751.2 ms [2021-05-13 08:44:53 main:574] : INFO : Epoch 1941 | loss: 0.0312238 | val_loss: 0.0312191 | Time: 1745.08 ms [2021-05-13 08:44:55 main:574] : INFO : Epoch 1942 | loss: 0.0312222 | val_loss: 0.0312435 | Time: 1737.05 ms [2021-05-13 08:44:56 main:574] : INFO : Epoch 1943 | loss: 0.0312273 | val_loss: 0.0312176 | Time: 1739.85 ms [2021-05-13 08:44:58 main:574] : INFO : Epoch 1944 | loss: 0.0312236 | val_loss: 0.031217 | Time: 1754.57 ms [2021-05-13 08:45:00 main:574] : INFO : Epoch 1945 | loss: 0.0312212 | val_loss: 0.0312174 | Time: 1744.58 ms [2021-05-13 08:45:02 main:574] : INFO : Epoch 1946 | loss: 0.031221 | val_loss: 0.0312173 | Time: 1749.3 ms [2021-05-13 08:45:03 main:574] : INFO : Epoch 1947 | loss: 0.0312225 | val_loss: 0.0312223 | Time: 1743.62 ms [2021-05-13 08:45:05 main:574] : INFO : Epoch 1948 | loss: 0.0312233 | val_loss: 0.0312185 | Time: 1753.61 ms [2021-05-13 08:45:07 main:574] : INFO : Epoch 1949 | loss: 0.0312205 | val_loss: 0.0312204 | Time: 1748 ms [2021-05-13 08:45:09 main:574] : INFO : Epoch 1950 | loss: 0.0312212 | val_loss: 0.0312172 | Time: 1738.87 ms [2021-05-13 08:45:10 main:574] : INFO : Epoch 1951 | loss: 0.0312212 | val_loss: 0.031221 | Time: 1748.36 ms [2021-05-13 08:45:12 main:574] : INFO : Epoch 1952 | loss: 0.0312201 | val_loss: 0.0312168 | Time: 1748.86 ms [2021-05-13 08:45:14 main:574] : INFO : Epoch 1953 | loss: 0.0312202 | val_loss: 0.0312171 | Time: 1744.96 ms [2021-05-13 08:45:16 main:574] : INFO : Epoch 1954 | loss: 0.0312203 | val_loss: 0.0312204 | Time: 1738.43 ms [2021-05-13 08:45:17 main:574] : INFO : Epoch 1955 | loss: 0.0312208 | val_loss: 0.0312172 | Time: 1740.8 ms [2021-05-13 08:45:19 main:574] : INFO : Epoch 1956 | loss: 0.0312207 | val_loss: 0.0312233 | Time: 1742.78 ms [2021-05-13 08:45:21 main:574] : INFO : Epoch 1957 | loss: 0.0312218 | val_loss: 0.0312204 | Time: 1740.98 ms [2021-05-13 08:45:23 main:574] : INFO : Epoch 1958 | loss: 0.0312235 | val_loss: 0.0312241 | Time: 1738.94 ms [2021-05-13 08:45:24 main:574] : INFO : Epoch 1959 | loss: 0.0312219 | val_loss: 0.0312168 | Time: 1737.58 ms [2021-05-13 08:45:26 main:574] : INFO : Epoch 1960 | loss: 0.0312205 | val_loss: 0.0312199 | Time: 1737.32 ms [2021-05-13 08:45:28 main:574] : INFO : Epoch 1961 | loss: 0.0312233 | val_loss: 0.0312268 | Time: 1733.49 ms [2021-05-13 08:45:30 main:574] : INFO : Epoch 1962 | loss: 0.031224 | val_loss: 0.0312183 | Time: 1745.78 ms [2021-05-13 08:45:31 main:574] : INFO : Epoch 1963 | loss: 0.0312225 | val_loss: 0.031227 | Time: 1758.9 ms [2021-05-13 08:45:33 main:574] : INFO : Epoch 1964 | loss: 0.0312227 | val_loss: 0.0312233 | Time: 1750.87 ms [2021-05-13 08:45:35 main:574] : INFO : Epoch 1965 | loss: 0.0312241 | val_loss: 0.0312179 | Time: 1747.83 ms [2021-05-13 08:45:37 main:574] : INFO : Epoch 1966 | loss: 0.0312216 | val_loss: 0.0312238 | Time: 1746.97 ms [2021-05-13 08:45:38 main:574] : INFO : Epoch 1967 | loss: 0.0312262 | val_loss: 0.0312319 | Time: 1736.09 ms [2021-05-13 08:45:40 main:574] : INFO : Epoch 1968 | loss: 0.0312333 | val_loss: 0.0312229 | Time: 1753.03 ms [2021-05-13 08:45:42 main:574] : INFO : Epoch 1969 | loss: 0.0338802 | val_loss: 0.032797 | Time: 1742.7 ms [2021-05-13 08:45:44 main:574] : INFO : Epoch 1970 | loss: 0.066603 | val_loss: 0.0390404 | Time: 1746.13 ms [2021-05-13 08:45:45 main:574] : INFO : Epoch 1971 | loss: 0.0351583 | val_loss: 0.032815 | Time: 1754.78 ms [2021-05-13 08:45:47 main:574] : INFO : Epoch 1972 | loss: 0.0319996 | val_loss: 0.0314278 | Time: 1744.01 ms [2021-05-13 08:45:49 main:574] : INFO : Epoch 1973 | loss: 0.0314035 | val_loss: 0.0312988 | Time: 1750.06 ms [2021-05-13 08:45:51 main:574] : INFO : Epoch 1974 | loss: 0.0312851 | val_loss: 0.0312697 | Time: 1741.07 ms [2021-05-13 08:45:52 main:574] : INFO : Epoch 1975 | loss: 0.031261 | val_loss: 0.0312565 | Time: 1756.11 ms [2021-05-13 08:45:54 main:574] : INFO : Epoch 1976 | loss: 0.0312524 | val_loss: 0.0312506 | Time: 1744.55 ms [2021-05-13 08:45:56 main:574] : INFO : Epoch 1977 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1740.9 ms [2021-05-13 08:45:58 main:574] : INFO : Epoch 1978 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 1738.31 ms [2021-05-13 08:45:59 main:574] : INFO : Epoch 1979 | loss: 0.0312444 | val_loss: 0.0312438 | Time: 1745.58 ms [2021-05-13 08:46:01 main:574] : INFO : Epoch 1980 | loss: 0.0312428 | val_loss: 0.0312418 | Time: 1741.81 ms [2021-05-13 08:46:03 main:574] : INFO : Epoch 1981 | loss: 0.0312415 | val_loss: 0.0312414 | Time: 1750.51 ms [2021-05-13 08:46:05 main:574] : INFO : Epoch 1982 | loss: 0.0312402 | val_loss: 0.0312383 | Time: 1746.71 ms [2021-05-13 08:46:06 main:574] : INFO : Epoch 1983 | loss: 0.0312387 | val_loss: 0.0312368 | Time: 1756.73 ms [2021-05-13 08:46:08 main:574] : INFO : Epoch 1984 | loss: 0.0312385 | val_loss: 0.0312359 | Time: 1747.33 ms [2021-05-13 08:46:10 main:574] : INFO : Epoch 1985 | loss: 0.0312367 | val_loss: 0.0312343 | Time: 1747.13 ms [2021-05-13 08:46:12 main:574] : INFO : Epoch 1986 | loss: 0.0312361 | val_loss: 0.0312332 | Time: 1745.67 ms [2021-05-13 08:46:13 main:574] : INFO : Epoch 1987 | loss: 0.0312354 | val_loss: 0.0312344 | Time: 1748.84 ms [2021-05-13 08:46:15 main:574] : INFO : Epoch 1988 | loss: 0.0312348 | val_loss: 0.0312322 | Time: 1735.1 ms [2021-05-13 08:46:17 main:574] : INFO : Epoch 1989 | loss: 0.0312335 | val_loss: 0.0312316 | Time: 1736.22 ms [2021-05-13 08:46:19 main:574] : INFO : Epoch 1990 | loss: 0.0312326 | val_loss: 0.0312296 | Time: 1746.16 ms [2021-05-13 08:46:20 main:574] : INFO : Epoch 1991 | loss: 0.0312318 | val_loss: 0.0312286 | Time: 1748.65 ms [2021-05-13 08:46:22 main:574] : INFO : Epoch 1992 | loss: 0.0312314 | val_loss: 0.0312281 | Time: 1737.34 ms [2021-05-13 08:46:24 main:574] : INFO : Epoch 1993 | loss: 0.0312316 | val_loss: 0.0312275 | Time: 1746.13 ms [2021-05-13 08:46:26 main:574] : INFO : Epoch 1994 | loss: 0.0312309 | val_loss: 0.0312269 | Time: 1751.23 ms [2021-05-13 08:46:27 main:574] : INFO : Epoch 1995 | loss: 0.0312296 | val_loss: 0.0312258 | Time: 1750.65 ms [2021-05-13 08:46:29 main:574] : INFO : Epoch 1996 | loss: 0.0312291 | val_loss: 0.0312269 | Time: 1740.65 ms [2021-05-13 08:46:31 main:574] : INFO : Epoch 1997 | loss: 0.031231 | val_loss: 0.031229 | Time: 1736.54 ms [2021-05-13 08:46:33 main:574] : INFO : Epoch 1998 | loss: 0.0312293 | val_loss: 0.0312251 | Time: 1749.63 ms [2021-05-13 08:46:34 main:574] : INFO : Epoch 1999 | loss: 0.0312283 | val_loss: 0.0312243 | Time: 1750.43 ms [2021-05-13 08:46:36 main:574] : INFO : Epoch 2000 | loss: 0.0312285 | val_loss: 0.0312258 | Time: 1745.84 ms [2021-05-13 08:46:38 main:574] : INFO : Epoch 2001 | loss: 0.0312283 | val_loss: 0.0312239 | Time: 1739.93 ms [2021-05-13 08:46:40 main:574] : INFO : Epoch 2002 | loss: 0.0312273 | val_loss: 0.0312238 | Time: 1735.87 ms [2021-05-13 08:46:41 main:574] : INFO : Epoch 2003 | loss: 0.0312272 | val_loss: 0.0312245 | Time: 1743.59 ms [2021-05-13 08:46:43 main:574] : INFO : Epoch 2004 | loss: 0.0312272 | val_loss: 0.0312241 | Time: 1743.18 ms [2021-05-13 08:46:45 main:574] : INFO : Epoch 2005 | loss: 0.0312271 | val_loss: 0.0312228 | Time: 1753.99 ms [2021-05-13 08:46:47 main:574] : INFO : Epoch 2006 | loss: 0.0312262 | val_loss: 0.0312226 | Time: 1748.06 ms [2021-05-13 08:46:48 main:574] : INFO : Epoch 2007 | loss: 0.0312263 | val_loss: 0.0312228 | Time: 1756.67 ms [2021-05-13 08:46:50 main:574] : INFO : Epoch 2008 | loss: 0.031226 | val_loss: 0.0312223 | Time: 1740.37 ms [2021-05-13 08:46:52 main:574] : INFO : Epoch 2009 | loss: 0.0312256 | val_loss: 0.0312223 | Time: 1747.99 ms [2021-05-13 08:46:54 main:574] : INFO : Epoch 2010 | loss: 0.0312265 | val_loss: 0.0312225 | Time: 1753.24 ms [2021-05-13 08:46:55 main:574] : INFO : Epoch 2011 | loss: 0.0312256 | val_loss: 0.0312224 | Time: 1751.38 ms [2021-05-13 08:46:57 main:574] : INFO : Epoch 2012 | loss: 0.0312253 | val_loss: 0.0312224 | Time: 1749.84 ms [2021-05-13 08:46:59 main:574] : INFO : Epoch 2013 | loss: 0.0312253 | val_loss: 0.0312222 | Time: 1749.33 ms [2021-05-13 08:47:01 main:574] : INFO : Epoch 2014 | loss: 0.031225 | val_loss: 0.0312213 | Time: 1756.11 ms [2021-05-13 08:47:02 main:574] : INFO : Epoch 2015 | loss: 0.0312253 | val_loss: 0.0312221 | Time: 1734.92 ms [2021-05-13 08:47:04 main:574] : INFO : Epoch 2016 | loss: 0.0312251 | val_loss: 0.0312214 | Time: 1742.59 ms [2021-05-13 08:47:06 main:574] : INFO : Epoch 2017 | loss: 0.0312253 | val_loss: 0.0312221 | Time: 1752.18 ms [2021-05-13 08:47:08 main:574] : INFO : Epoch 2018 | loss: 0.0312249 | val_loss: 0.0312212 | Time: 1754.78 ms [2021-05-13 08:47:09 main:574] : INFO : Epoch 2019 | loss: 0.0312245 | val_loss: 0.0312211 | Time: 1746.09 ms [2021-05-13 08:47:11 main:574] : INFO : Epoch 2020 | loss: 0.0312244 | val_loss: 0.0312219 | Time: 1752.73 ms [2021-05-13 08:47:13 main:574] : INFO : Epoch 2021 | loss: 0.0312245 | val_loss: 0.0312209 | Time: 1753.23 ms [2021-05-13 08:47:15 main:574] : INFO : Epoch 2022 | loss: 0.0312244 | val_loss: 0.0312214 | Time: 1749.55 ms [2021-05-13 08:47:16 main:574] : INFO : Epoch 2023 | loss: 0.0312244 | val_loss: 0.0312213 | Time: 1745.11 ms [2021-05-13 08:47:18 main:574] : INFO : Epoch 2024 | loss: 0.0312242 | val_loss: 0.0312206 | Time: 1747.85 ms [2021-05-13 08:47:20 main:574] : INFO : Epoch 2025 | loss: 0.0312242 | val_loss: 0.0312214 | Time: 1748.91 ms [2021-05-13 08:47:22 main:574] : INFO : Epoch 2026 | loss: 0.0312244 | val_loss: 0.0312243 | Time: 1742.01 ms [2021-05-13 08:47:23 main:574] : INFO : Epoch 2027 | loss: 0.0312247 | val_loss: 0.0312203 | Time: 1749.62 ms [2021-05-13 08:47:25 main:574] : INFO : Epoch 2028 | loss: 0.0312241 | val_loss: 0.0312213 | Time: 1747.27 ms [2021-05-13 08:47:27 main:574] : INFO : Epoch 2029 | loss: 0.0312237 | val_loss: 0.0312202 | Time: 1749.25 ms [2021-05-13 08:47:29 main:574] : INFO : Epoch 2030 | loss: 0.0312242 | val_loss: 0.0312211 | Time: 1745.48 ms [2021-05-13 08:47:30 main:574] : INFO : Epoch 2031 | loss: 0.0312238 | val_loss: 0.0312225 | Time: 1743.34 ms [2021-05-13 08:47:32 main:574] : INFO : Epoch 2032 | loss: 0.0312237 | val_loss: 0.0312193 | Time: 1745.17 ms [2021-05-13 08:47:34 main:574] : INFO : Epoch 2033 | loss: 0.0312241 | val_loss: 0.0312195 | Time: 1740.66 ms [2021-05-13 08:47:36 main:574] : INFO : Epoch 2034 | loss: 0.0312245 | val_loss: 0.0312236 | Time: 1754.78 ms [2021-05-13 08:47:37 main:574] : INFO : Epoch 2035 | loss: 0.0312244 | val_loss: 0.0312204 | Time: 1746.37 ms [2021-05-13 08:47:39 main:574] : INFO : Epoch 2036 | loss: 0.0312231 | val_loss: 0.0312193 | Time: 1751.45 ms [2021-05-13 08:47:41 main:574] : INFO : Epoch 2037 | loss: 0.031224 | val_loss: 0.0312198 | Time: 1746.15 ms [2021-05-13 08:47:43 main:574] : INFO : Epoch 2038 | loss: 0.0312242 | val_loss: 0.03122 | Time: 1743.76 ms [2021-05-13 08:47:44 main:574] : INFO : Epoch 2039 | loss: 0.0312232 | val_loss: 0.0312213 | Time: 1758.85 ms [2021-05-13 08:47:46 main:574] : INFO : Epoch 2040 | loss: 0.0312236 | val_loss: 0.0312185 | Time: 1742.84 ms [2021-05-13 08:47:48 main:574] : INFO : Epoch 2041 | loss: 0.0312224 | val_loss: 0.0312184 | Time: 1740.05 ms [2021-05-13 08:47:50 main:574] : INFO : Epoch 2042 | loss: 0.0312225 | val_loss: 0.0312193 | Time: 1742.73 ms [2021-05-13 08:47:51 main:574] : INFO : Epoch 2043 | loss: 0.0312222 | val_loss: 0.0312187 | Time: 1743.91 ms [2021-05-13 08:47:53 main:574] : INFO : Epoch 2044 | loss: 0.0312231 | val_loss: 0.0312201 | Time: 1759.78 ms [2021-05-13 08:47:55 main:574] : INFO : Epoch 2045 | loss: 0.0312227 | val_loss: 0.0312186 | Time: 1749.37 ms [2021-05-13 08:47:57 main:574] : INFO : Epoch 2046 | loss: 0.0312216 | val_loss: 0.0312189 | Time: 1746.28 ms [2021-05-13 08:47:58 main:574] : INFO : Epoch 2047 | loss: 0.0312228 | val_loss: 0.0312185 | Time: 1748.82 ms [2021-05-13 08:48:00 main:574] : INFO : Epoch 2048 | loss: 0.0312218 | val_loss: 0.0312186 | Time: 1744.14 ms [2021-05-13 08:48:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312186 [2021-05-13 08:48:00 main:603] : INFO : Saving end state to config to file [2021-05-13 08:48:00 main:608] : INFO : Success, exiting.. 08:48:00 (11744): 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)