Task 10218430
| Name | ParityModified-1639949213-20156-1-0_0 |
| Workunit | 7581689 |
| Created | 27 Dec 2021, 0:25:18 UTC |
| Sent | 12 Jan 2022, 12:49:39 UTC |
| Report deadline | 20 Jan 2022, 12:49:39 UTC |
| Received | 13 Jan 2022, 13:08:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 40 min 41 sec |
| CPU time | 1 hours 40 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.91 GB |
| Peak swap size | 4.82 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 6 main:574] : INFO : Epoch 1542 | loss: 0.0312329 | val_loss: 0.0312327 | Time: 1607.17 ms [2022-01-13 06:54:48 main:574] : INFO : Epoch 1543 | loss: 0.0312343 | val_loss: 0.0312332 | Time: 1626.89 ms [2022-01-13 06:54:50 main:574] : INFO : Epoch 1544 | loss: 0.0312347 | val_loss: 0.0312307 | Time: 1584.56 ms [2022-01-13 06:54:51 main:574] : INFO : Epoch 1545 | loss: 0.0312343 | val_loss: 0.0312307 | Time: 1624.84 ms [2022-01-13 06:54:53 main:574] : INFO : Epoch 1546 | loss: 0.0312381 | val_loss: 0.0312447 | Time: 1619.73 ms [2022-01-13 06:54:55 main:574] : INFO : Epoch 1547 | loss: 0.0312389 | val_loss: 0.03125 | Time: 1637.21 ms [2022-01-13 06:54:56 main:574] : INFO : Epoch 1548 | loss: 0.0312388 | val_loss: 0.0312387 | Time: 1626.94 ms [2022-01-13 06:54:58 main:574] : INFO : Epoch 1549 | loss: 0.0312337 | val_loss: 0.0312325 | Time: 1596.23 ms [2022-01-13 06:54:59 main:574] : INFO : Epoch 1550 | loss: 0.0312314 | val_loss: 0.0312297 | Time: 1600.95 ms [2022-01-13 06:55:01 main:574] : INFO : Epoch 1551 | loss: 0.0312306 | val_loss: 0.0312312 | Time: 1602.12 ms [2022-01-13 06:55:03 main:574] : INFO : Epoch 1552 | loss: 0.0312302 | val_loss: 0.0312285 | Time: 1611.68 ms [2022-01-13 06:55:04 main:574] : INFO : Epoch 1553 | loss: 0.0312313 | val_loss: 0.0312277 | Time: 1556.89 ms [2022-01-13 06:55:06 main:574] : INFO : Epoch 1554 | loss: 0.0312351 | val_loss: 0.0312284 | Time: 1570.3 ms [2022-01-13 06:55:07 main:574] : INFO : Epoch 1555 | loss: 0.0312318 | val_loss: 0.0312358 | Time: 1610.34 ms [2022-01-13 06:55:09 main:574] : INFO : Epoch 1556 | loss: 0.0312381 | val_loss: 0.0312294 | Time: 1587.2 ms [2022-01-13 06:55:11 main:574] : INFO : Epoch 1557 | loss: 0.0312368 | val_loss: 0.0312333 | Time: 1547.17 ms [2022-01-13 06:55:12 main:574] : INFO : Epoch 1558 | loss: 0.0312322 | val_loss: 0.0312291 | Time: 1543.24 ms [2022-01-13 06:55:14 main:574] : INFO : Epoch 1559 | loss: 0.0312305 | val_loss: 0.0312306 | Time: 1591.3 ms [2022-01-13 06:55:15 main:574] : INFO : Epoch 1560 | loss: 0.0312289 | val_loss: 0.0312279 | Time: 1579.2 ms [2022-01-13 06:55:17 main:574] : INFO : Epoch 1561 | loss: 0.0312315 | val_loss: 0.0312299 | Time: 1610.55 ms [2022-01-13 06:55:18 main:574] : INFO : Epoch 1562 | loss: 0.0312339 | val_loss: 0.0312279 | Time: 1563.83 ms [2022-01-13 06:55:20 main:574] : INFO : Epoch 1563 | loss: 0.0312315 | val_loss: 0.0312268 | Time: 1620.87 ms [2022-01-13 06:55:22 main:574] : INFO : Epoch 1564 | loss: 0.0312324 | val_loss: 0.0312321 | Time: 1520.51 ms [2022-01-13 06:55:23 main:574] : INFO : Epoch 1565 | loss: 0.0312323 | val_loss: 0.031228 | Time: 1580.29 ms [2022-01-13 06:55:25 main:574] : INFO : Epoch 1566 | loss: 0.031229 | val_loss: 0.0312275 | Time: 1607.72 ms [2022-01-13 06:55:26 main:574] : INFO : Epoch 1567 | loss: 0.0312287 | val_loss: 0.0312264 | Time: 1585.41 ms [2022-01-13 06:55:28 main:574] : INFO : Epoch 1568 | loss: 0.0312276 | val_loss: 0.0312258 | Time: 1604.35 ms [2022-01-13 06:55:30 main:574] : INFO : Epoch 1569 | loss: 0.0312286 | val_loss: 0.0312331 | Time: 1554.43 ms [2022-01-13 06:55:31 main:574] : INFO : Epoch 1570 | loss: 0.0312285 | val_loss: 0.0312253 | Time: 1564.27 ms [2022-01-13 06:55:33 main:574] : INFO : Epoch 1571 | loss: 0.0312273 | val_loss: 0.0312236 | Time: 1558.12 ms [2022-01-13 06:55:34 main:574] : INFO : Epoch 1572 | loss: 0.0312263 | val_loss: 0.0312349 | Time: 1595.57 ms [2022-01-13 06:55:36 main:574] : INFO : Epoch 1573 | loss: 0.03123 | val_loss: 0.0312331 | Time: 1579.63 ms [2022-01-13 06:55:37 main:574] : INFO : Epoch 1574 | loss: 0.0312335 | val_loss: 0.031232 | Time: 1569.77 ms [2022-01-13 06:55:39 main:574] : INFO : Epoch 1575 | loss: 0.0312281 | val_loss: 0.0312254 | Time: 1603.97 ms [2022-01-13 06:55:41 main:574] : INFO : Epoch 1576 | loss: 0.0312267 | val_loss: 0.0312223 | Time: 1611.84 ms [2022-01-13 06:55:42 main:574] : INFO : Epoch 1577 | loss: 0.0312255 | val_loss: 0.0312228 | Time: 1627.27 ms [2022-01-13 06:55:44 main:574] : INFO : Epoch 1578 | loss: 0.0312284 | val_loss: 0.031229 | Time: 1604.08 ms [2022-01-13 06:55:45 main:574] : INFO : Epoch 1579 | loss: 0.0312291 | val_loss: 0.0312446 | Time: 1567.33 ms [2022-01-13 06:55:47 main:574] : INFO : Epoch 1580 | loss: 0.0312297 | val_loss: 0.0312269 | Time: 1591.54 ms [2022-01-13 06:55:49 main:574] : INFO : Epoch 1581 | loss: 0.03123 | val_loss: 0.0312348 | Time: 1590.62 ms [2022-01-13 06:55:50 main:574] : INFO : Epoch 1582 | loss: 0.0312287 | val_loss: 0.0312225 | Time: 1603.17 ms [2022-01-13 06:55:52 main:574] : INFO : Epoch 1583 | loss: 0.031226 | val_loss: 0.031222 | Time: 1630.29 ms [2022-01-13 06:55:54 main:574] : INFO : Epoch 1584 | loss: 0.0312247 | val_loss: 0.0312258 | Time: 1675.63 ms [2022-01-13 06:55:55 main:574] : INFO : Epoch 1585 | loss: 0.0312322 | val_loss: 0.0312295 | Time: 1626.62 ms [2022-01-13 06:55:57 main:574] : INFO : Epoch 1586 | loss: 0.0312287 | val_loss: 0.031222 | Time: 1595.68 ms [2022-01-13 06:55:58 main:574] : INFO : Epoch 1587 | loss: 0.0312308 | val_loss: 0.0312245 | Time: 1576.44 ms [2022-01-13 06:56:00 main:574] : INFO : Epoch 1588 | loss: 0.0312243 | val_loss: 0.0312227 | Time: 1553.28 ms [2022-01-13 06:56:02 main:574] : INFO : Epoch 1589 | loss: 0.0312248 | val_loss: 0.0312211 | Time: 1632.07 ms [2022-01-13 06:56:03 main:574] : INFO : Epoch 1590 | loss: 0.0312245 | val_loss: 0.031225 | Time: 1627.35 ms [2022-01-13 06:56:05 main:574] : INFO : Epoch 1591 | loss: 0.0312262 | val_loss: 0.0312209 | Time: 1654.72 ms [2022-01-13 06:56:06 main:574] : INFO : Epoch 1592 | loss: 0.0312268 | val_loss: 0.0312235 | Time: 1621.42 ms [2022-01-13 06:56:08 main:574] : INFO : Epoch 1593 | loss: 0.0312262 | val_loss: 0.0312197 | Time: 1614.97 ms [2022-01-13 06:56:10 main:574] : INFO : Epoch 1594 | loss: 0.0312252 | val_loss: 0.0312196 | Time: 1614.71 ms [2022-01-13 06:56:11 main:574] : INFO : Epoch 1595 | loss: 0.0312245 | val_loss: 0.03122 | Time: 1582.16 ms [2022-01-13 06:56:13 main:574] : INFO : Epoch 1596 | loss: 0.0312243 | val_loss: 0.031219 | Time: 1636.25 ms [2022-01-13 06:56:14 main:574] : INFO : Epoch 1597 | loss: 0.031222 | val_loss: 0.0312182 | Time: 1581.69 ms [2022-01-13 06:56:16 main:574] : INFO : Epoch 1598 | loss: 0.0312236 | val_loss: 0.0312274 | Time: 1595.3 ms [2022-01-13 06:56:18 main:574] : INFO : Epoch 1599 | loss: 0.0312229 | val_loss: 0.0312365 | Time: 1572.28 ms [2022-01-13 06:56:19 main:574] : INFO : Epoch 1600 | loss: 0.0312232 | val_loss: 0.031218 | Time: 1584.01 ms [2022-01-13 06:56:21 main:574] : INFO : Epoch 1601 | loss: 0.0312226 | val_loss: 0.0312252 | Time: 1569.7 ms [2022-01-13 06:56:22 main:574] : INFO : Epoch 1602 | loss: 0.0312228 | val_loss: 0.0312172 | Time: 1607.4 ms [2022-01-13 06:56:24 main:574] : INFO : Epoch 1603 | loss: 0.031221 | val_loss: 0.0312173 | Time: 1581.19 ms [2022-01-13 06:56:26 main:574] : INFO : Epoch 1604 | loss: 0.0312198 | val_loss: 0.0312163 | Time: 1587.95 ms [2022-01-13 06:56:27 main:574] : INFO : Epoch 1605 | loss: 0.0312205 | val_loss: 0.031219 | Time: 1565.93 ms [2022-01-13 06:56:29 main:574] : INFO : Epoch 1606 | loss: 0.0312242 | val_loss: 0.0312262 | Time: 1560.14 ms [2022-01-13 06:56:30 main:574] : INFO : Epoch 1607 | loss: 0.0312229 | val_loss: 0.0312186 | Time: 1551.67 ms [2022-01-13 06:56:32 main:574] : INFO : Epoch 1608 | loss: 0.0312224 | val_loss: 0.0312571 | Time: 1613.95 ms [2022-01-13 06:56:33 main:574] : INFO : Epoch 1609 | loss: 0.0312341 | val_loss: 0.0312201 | Time: 1575.7 ms [2022-01-13 06:56:35 main:574] : INFO : Epoch 1610 | loss: 0.0312209 | val_loss: 0.031218 | Time: 1637.03 ms [2022-01-13 06:56:37 main:574] : INFO : Epoch 1611 | loss: 0.0312183 | val_loss: 0.031216 | Time: 1586.98 ms [2022-01-13 06:56:38 main:574] : INFO : Epoch 1612 | loss: 0.0312187 | val_loss: 0.031215 | Time: 1571.13 ms [2022-01-13 06:56:40 main:574] : INFO : Epoch 1613 | loss: 0.0312207 | val_loss: 0.0312162 | Time: 1581.72 ms [2022-01-13 06:56:41 main:574] : INFO : Epoch 1614 | loss: 0.0312193 | val_loss: 0.0312265 | Time: 1606.13 ms [2022-01-13 06:56:43 main:574] : INFO : Epoch 1615 | loss: 0.0312183 | val_loss: 0.0312157 | Time: 1579.89 ms [2022-01-13 06:56:45 main:574] : INFO : Epoch 1616 | loss: 0.0312199 | val_loss: 0.031216 | Time: 1558.57 ms [2022-01-13 06:56:46 main:574] : INFO : Epoch 1617 | loss: 0.0312219 | val_loss: 0.0312171 | Time: 1583.24 ms [2022-01-13 06:56:48 main:574] : INFO : Epoch 1618 | loss: 0.0312168 | val_loss: 0.0312149 | Time: 1644.36 ms [2022-01-13 06:56:49 main:574] : INFO : Epoch 1619 | loss: 0.0312187 | val_loss: 0.0312133 | Time: 1634.69 ms [2022-01-13 06:56:51 main:574] : INFO : Epoch 1620 | loss: 0.031217 | val_loss: 0.0312144 | Time: 1612.7 ms [2022-01-13 06:56:53 main:574] : INFO : Epoch 1621 | loss: 0.0312168 | val_loss: 0.0312151 | Time: 1623.09 ms [2022-01-13 06:56:54 main:574] : INFO : Epoch 1622 | loss: 0.0312149 | val_loss: 0.0312124 | Time: 1613.24 ms [2022-01-13 06:56:56 main:574] : INFO : Epoch 1623 | loss: 0.0312142 | val_loss: 0.0312131 | Time: 1621.57 ms [2022-01-13 06:56:58 main:574] : INFO : Epoch 1624 | loss: 0.0312146 | val_loss: 0.0312114 | Time: 1567.49 ms [2022-01-13 06:56:59 main:574] : INFO : Epoch 1625 | loss: 0.0312198 | val_loss: 0.0312242 | Time: 1624.59 ms [2022-01-13 06:57:01 main:574] : INFO : Epoch 1626 | loss: 0.0312205 | val_loss: 0.0312185 | Time: 1570.51 ms [2022-01-13 06:57:02 main:574] : INFO : Epoch 1627 | loss: 0.0312177 | val_loss: 0.0312128 | Time: 1552.86 ms [2022-01-13 06:57:04 main:574] : INFO : Epoch 1628 | loss: 0.0312233 | val_loss: 0.0312206 | Time: 1572.55 ms [2022-01-13 06:57:05 main:574] : INFO : Epoch 1629 | loss: 0.0312184 | val_loss: 0.0312121 | Time: 1616.03 ms [2022-01-13 06:57:07 main:574] : INFO : Epoch 1630 | loss: 0.0312147 | val_loss: 0.0312109 | Time: 1632.74 ms [2022-01-13 06:57:09 main:574] : INFO : Epoch 1631 | loss: 0.0312142 | val_loss: 0.0312135 | Time: 1638.15 ms [2022-01-13 06:57:10 main:574] : INFO : Epoch 1632 | loss: 0.0312141 | val_loss: 0.0312176 | Time: 1586.41 ms [2022-01-13 06:57:12 main:574] : INFO : Epoch 1633 | loss: 0.0312152 | val_loss: 0.0312102 | Time: 1599.94 ms [2022-01-13 06:57:14 main:574] : INFO : Epoch 1634 | loss: 0.0312138 | val_loss: 0.0312363 | Time: 1620.02 ms [2022-01-13 06:57:15 main:574] : INFO : Epoch 1635 | loss: 0.0312192 | val_loss: 0.0312128 | Time: 1556.52 ms [2022-01-13 06:57:17 main:574] : INFO : Epoch 1636 | loss: 0.0312148 | val_loss: 0.0312114 | Time: 1628.78 ms [2022-01-13 06:57:18 main:574] : INFO : Epoch 1637 | loss: 0.0312168 | val_loss: 0.0312195 | Time: 1596.07 ms [2022-01-13 06:57:20 main:574] : INFO : Epoch 1638 | loss: 0.0312219 | val_loss: 0.0312134 | Time: 1651.2 ms [2022-01-13 06:57:22 main:574] : INFO : Epoch 1639 | loss: 0.0312159 | val_loss: 0.0312147 | Time: 1630.79 ms [2022-01-13 06:57:23 main:574] : INFO : Epoch 1640 | loss: 0.0312165 | val_loss: 0.0312126 | Time: 1596.35 ms [2022-01-13 06:57:25 main:574] : INFO : Epoch 1641 | loss: 0.031215 | val_loss: 0.031212 | Time: 1596.61 ms [2022-01-13 06:57:27 main:574] : INFO : Epoch 1642 | loss: 0.0312127 | val_loss: 0.0312084 | Time: 1641.12 ms [2022-01-13 06:57:28 main:574] : INFO : Epoch 1643 | loss: 0.0312116 | val_loss: 0.0312091 | Time: 1584.17 ms [2022-01-13 06:57:30 main:574] : INFO : Epoch 1644 | loss: 0.0312113 | val_loss: 0.0312097 | Time: 1605.99 ms [2022-01-13 06:57:31 main:574] : INFO : Epoch 1645 | loss: 0.0312153 | val_loss: 0.0312116 | Time: 1590.65 ms [2022-01-13 06:57:33 main:574] : INFO : Epoch 1646 | loss: 0.0312193 | val_loss: 0.0312273 | Time: 1587.54 ms [2022-01-13 06:57:34 main:574] : INFO : Epoch 1647 | loss: 0.0312146 | val_loss: 0.0312122 | Time: 1605.72 ms [2022-01-13 06:57:36 main:574] : INFO : Epoch 1648 | loss: 0.0312095 | val_loss: 0.0312074 | Time: 1554.04 ms [2022-01-13 06:57:38 main:574] : INFO : Epoch 1649 | loss: 0.0312086 | val_loss: 0.0312069 | Time: 1592.85 ms [2022-01-13 06:57:39 main:574] : INFO : Epoch 1650 | loss: 0.0312116 | val_loss: 0.0312147 | Time: 1559.24 ms [2022-01-13 06:57:41 main:574] : INFO : Epoch 1651 | loss: 0.0312138 | val_loss: 0.0312079 | Time: 1587.38 ms [2022-01-13 06:57:42 main:574] : INFO : Epoch 1652 | loss: 0.0312143 | val_loss: 0.0312178 | Time: 1554.92 ms [2022-01-13 06:57:44 main:574] : INFO : Epoch 1653 | loss: 0.0312106 | val_loss: 0.0312065 | Time: 1611.32 ms [2022-01-13 06:57:46 main:574] : INFO : Epoch 1654 | loss: 0.0312072 | val_loss: 0.0312142 | Time: 1553.36 ms [2022-01-13 06:57:47 main:574] : INFO : Epoch 1655 | loss: 0.0312074 | val_loss: 0.0312055 | Time: 1644.46 ms [2022-01-13 06:57:49 main:574] : INFO : Epoch 1656 | loss: 0.031206 | val_loss: 0.0312058 | Time: 1611.36 ms [2022-01-13 06:57:50 main:574] : INFO : Epoch 1657 | loss: 0.0312056 | val_loss: 0.0312053 | Time: 1576 ms [2022-01-13 06:57:52 main:574] : INFO : Epoch 1658 | loss: 0.0312064 | val_loss: 0.0312082 | Time: 1611.54 ms [2022-01-13 06:57:54 main:574] : INFO : Epoch 1659 | loss: 0.0312063 | val_loss: 0.0312044 | Time: 1571.3 ms [2022-01-13 06:57:55 main:574] : INFO : Epoch 1660 | loss: 0.0312074 | val_loss: 0.0312081 | Time: 1614.77 ms [2022-01-13 06:57:57 main:574] : INFO : Epoch 1661 | loss: 0.0312073 | val_loss: 0.0312046 | Time: 1633.05 ms [2022-01-13 06:57:58 main:574] : INFO : Epoch 1662 | loss: 0.0312094 | val_loss: 0.0312042 | Time: 1605.86 ms [2022-01-13 06:58:00 main:574] : INFO : Epoch 1663 | loss: 0.0312109 | val_loss: 0.0312075 | Time: 1612.34 ms [2022-01-13 06:58:02 main:574] : INFO : Epoch 1664 | loss: 0.0312057 | val_loss: 0.0312049 | Time: 1615.67 ms [2022-01-13 06:58:03 main:574] : INFO : Epoch 1665 | loss: 0.031209 | val_loss: 0.031205 | Time: 1584.32 ms [2022-01-13 06:58:05 main:574] : INFO : Epoch 1666 | loss: 0.0312091 | val_loss: 0.0312041 | Time: 1600.66 ms [2022-01-13 06:58:06 main:574] : INFO : Epoch 1667 | loss: 0.0312048 | val_loss: 0.0312036 | Time: 1582.81 ms [2022-01-13 06:58:08 main:574] : INFO : Epoch 1668 | loss: 0.0312038 | val_loss: 0.0312051 | Time: 1575.31 ms [2022-01-13 06:58:10 main:574] : INFO : Epoch 1669 | loss: 0.0312094 | val_loss: 0.0312031 | Time: 1590.06 ms [2022-01-13 06:58:11 main:574] : INFO : Epoch 1670 | loss: 0.0312048 | val_loss: 0.0312057 | Time: 1598.65 ms [2022-01-13 06:58:13 main:574] : INFO : Epoch 1671 | loss: 0.0312062 | val_loss: 0.0312027 | Time: 1591.81 ms [2022-01-13 06:58:14 main:574] : INFO : Epoch 1672 | loss: 0.0312034 | val_loss: 0.0312014 | Time: 1599.37 ms [2022-01-13 06:58:16 main:574] : INFO : Epoch 1673 | loss: 0.031202 | val_loss: 0.0312008 | Time: 1592.87 ms [2022-01-13 06:58:18 main:574] : INFO : Epoch 1674 | loss: 0.031204 | val_loss: 0.031203 | Time: 1596.66 ms [2022-01-13 06:58:19 main:574] : INFO : Epoch 1675 | loss: 0.0312026 | val_loss: 0.031202 | Time: 1598.74 ms [2022-01-13 06:58:21 main:574] : INFO : Epoch 1676 | loss: 0.0312008 | val_loss: 0.0312003 | Time: 1635.71 ms [2022-01-13 06:58:22 main:574] : INFO : Epoch 1677 | loss: 0.031202 | val_loss: 0.0312028 | Time: 1619.63 ms [2022-01-13 06:58:24 main:574] : INFO : Epoch 1678 | loss: 0.0312047 | val_loss: 0.0312004 | Time: 1580.72 ms [2022-01-13 06:58:26 main:574] : INFO : Epoch 1679 | loss: 0.0312065 | val_loss: 0.0312047 | Time: 1551.17 ms [2022-01-13 06:58:27 main:574] : INFO : Epoch 1680 | loss: 0.0312041 | val_loss: 0.0312008 | Time: 1623.05 ms [2022-01-13 06:58:29 main:574] : INFO : Epoch 1681 | loss: 0.0312015 | val_loss: 0.0312022 | Time: 1615.91 ms [2022-01-13 06:58:30 main:574] : INFO : Epoch 1682 | loss: 0.0312001 | val_loss: 0.0311993 | Time: 1585.6 ms [2022-01-13 06:58:32 main:574] : INFO : Epoch 1683 | loss: 0.0311997 | val_loss: 0.0312018 | Time: 1609.03 ms [2022-01-13 06:58:34 main:574] : INFO : Epoch 1684 | loss: 0.0312 | val_loss: 0.0312014 | Time: 1612.8 ms [2022-01-13 06:58:35 main:574] : INFO : Epoch 1685 | loss: 0.0312006 | val_loss: 0.0312007 | Time: 1589.79 ms [2022-01-13 06:58:37 main:574] : INFO : Epoch 1686 | loss: 0.0312033 | val_loss: 0.0312107 | Time: 1579.2 ms [2022-01-13 06:58:38 main:574] : INFO : Epoch 1687 | loss: 0.0312028 | val_loss: 0.031199 | Time: 1581.52 ms [2022-01-13 06:58:40 main:574] : INFO : Epoch 1688 | loss: 0.0311992 | val_loss: 0.0311973 | Time: 1601.76 ms [2022-01-13 06:58:42 main:574] : INFO : Epoch 1689 | loss: 0.0311973 | val_loss: 0.031197 | Time: 1653.06 ms [2022-01-13 06:58:43 main:574] : INFO : Epoch 1690 | loss: 0.0311969 | val_loss: 0.0312013 | Time: 1618.92 ms [2022-01-13 06:58:45 main:574] : INFO : Epoch 1691 | loss: 0.0312006 | val_loss: 0.0312012 | Time: 1578.24 ms [2022-01-13 06:58:46 main:574] : INFO : Epoch 1692 | loss: 0.0311965 | val_loss: 0.0311957 | Time: 1593.16 ms [2022-01-13 06:58:48 main:574] : INFO : Epoch 1693 | loss: 0.0311951 | val_loss: 0.0311964 | Time: 1601.53 ms [2022-01-13 06:58:50 main:574] : INFO : Epoch 1694 | loss: 0.0311949 | val_loss: 0.0311945 | Time: 1611.62 ms [2022-01-13 06:58:51 main:574] : INFO : Epoch 1695 | loss: 0.0311965 | val_loss: 0.031202 | Time: 1610.9 ms [2022-01-13 06:58:53 main:574] : INFO : Epoch 1696 | loss: 0.0311955 | val_loss: 0.0311949 | Time: 1619.16 ms [2022-01-13 06:58:55 main:574] : INFO : Epoch 1697 | loss: 0.0311936 | val_loss: 0.0311945 | Time: 1596.62 ms [2022-01-13 06:58:56 main:574] : INFO : Epoch 1698 | loss: 0.0311941 | val_loss: 0.0311934 | Time: 1627.26 ms [2022-01-13 06:58:58 main:574] : INFO : Epoch 1699 | loss: 0.0311936 | val_loss: 0.0311926 | Time: 1646.29 ms [2022-01-13 06:58:59 main:574] : INFO : Epoch 1700 | loss: 0.0311939 | val_loss: 0.0311937 | Time: 1614.06 ms [2022-01-13 06:59:01 main:574] : INFO : Epoch 1701 | loss: 0.0311974 | val_loss: 0.0311981 | Time: 1604.64 ms [2022-01-13 06:59:03 main:574] : INFO : Epoch 1702 | loss: 0.0312016 | val_loss: 0.0311957 | Time: 1621.05 ms [2022-01-13 06:59:04 main:574] : INFO : Epoch 1703 | loss: 0.0311944 | val_loss: 0.0311971 | Time: 1589.49 ms [2022-01-13 06:59:06 main:574] : INFO : Epoch 1704 | loss: 0.0311937 | val_loss: 0.0311967 | Time: 1586.82 ms [2022-01-13 06:59:07 main:574] : INFO : Epoch 1705 | loss: 0.0311924 | val_loss: 0.0311932 | Time: 1608.97 ms [2022-01-13 06:59:09 main:574] : INFO : Epoch 1706 | loss: 0.0311941 | val_loss: 0.0311954 | Time: 1636.94 ms [2022-01-13 06:59:11 main:574] : INFO : Epoch 1707 | loss: 0.0311913 | val_loss: 0.0311924 | Time: 1566.54 ms [2022-01-13 06:59:12 main:574] : INFO : Epoch 1708 | loss: 0.0311916 | val_loss: 0.031194 | Time: 1614.9 ms [2022-01-13 06:59:14 main:574] : INFO : Epoch 1709 | loss: 0.0311905 | val_loss: 0.0311977 | Time: 1646.52 ms [2022-01-13 06:59:16 main:574] : INFO : Epoch 1710 | loss: 0.0311924 | val_loss: 0.0311913 | Time: 1637.8 ms [2022-01-13 06:59:17 main:574] : INFO : Epoch 1711 | loss: 0.0311898 | val_loss: 0.0312001 | Time: 1613.82 ms [2022-01-13 06:59:19 main:574] : INFO : Epoch 1712 | loss: 0.0311924 | val_loss: 0.0311911 | Time: 1546.21 ms [2022-01-13 06:59:20 main:574] : INFO : Epoch 1713 | loss: 0.0311909 | val_loss: 0.0311964 | Time: 1584.88 ms [2022-01-13 06:59:22 main:574] : INFO : Epoch 1714 | loss: 0.0311901 | val_loss: 0.0311965 | Time: 1612.36 ms [2022-01-13 06:59:23 main:574] : INFO : Epoch 1715 | loss: 0.0311916 | val_loss: 0.0311944 | Time: 1568.31 ms [2022-01-13 06:59:25 main:574] : INFO : Epoch 1716 | loss: 0.0311916 | val_loss: 0.0311901 | Time: 1577.18 ms [2022-01-13 06:59:27 main:574] : INFO : Epoch 1717 | loss: 0.0311887 | val_loss: 0.0312016 | Time: 1576.25 ms [2022-01-13 06:59:28 main:574] : INFO : Epoch 1718 | loss: 0.0311923 | val_loss: 0.0311902 | Time: 1623.39 ms [2022-01-13 06:59:30 main:574] : INFO : Epoch 1719 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 1565.88 ms [2022-01-13 06:59:31 main:574] : INFO : Epoch 1720 | loss: 0.0311871 | val_loss: 0.0311894 | Time: 1599.18 ms [2022-01-13 06:59:33 main:574] : INFO : Epoch 1721 | loss: 0.0311865 | val_loss: 0.0311899 | Time: 1597.4 ms [2022-01-13 06:59:35 main:574] : INFO : Epoch 1722 | loss: 0.031187 | val_loss: 0.0311919 | Time: 1592.59 ms [2022-01-13 06:59:36 main:574] : INFO : Epoch 1723 | loss: 0.0311883 | val_loss: 0.0311899 | Time: 1603.59 ms [2022-01-13 06:59:38 main:574] : INFO : Epoch 1724 | loss: 0.0311858 | val_loss: 0.0311891 | Time: 1612.93 ms [2022-01-13 06:59:39 main:574] : INFO : Epoch 1725 | loss: 0.0311862 | val_loss: 0.0311897 | Time: 1599.08 ms [2022-01-13 06:59:41 main:574] : INFO : Epoch 1726 | loss: 0.0311865 | val_loss: 0.0311886 | Time: 1649.52 ms [2022-01-13 06:59:43 main:574] : INFO : Epoch 1727 | loss: 0.0311855 | val_loss: 0.0311887 | Time: 1601.67 ms [2022-01-13 06:59:44 main:574] : INFO : Epoch 1728 | loss: 0.0311861 | val_loss: 0.0311889 | Time: 1598.92 ms [2022-01-13 06:59:46 main:574] : INFO : Epoch 1729 | loss: 0.0311854 | val_loss: 0.0311956 | Time: 1590.84 ms [2022-01-13 06:59:48 main:574] : INFO : Epoch 1730 | loss: 0.0311872 | val_loss: 0.0311936 | Time: 1650.98 ms [2022-01-13 06:59:49 main:574] : INFO : Epoch 1731 | loss: 0.0311856 | val_loss: 0.0311893 | Time: 1651.21 ms [2022-01-13 06:59:51 main:574] : INFO : Epoch 1732 | loss: 0.0311853 | val_loss: 0.0311882 | Time: 1589.27 ms [2022-01-13 06:59:52 main:574] : INFO : Epoch 1733 | loss: 0.0311836 | val_loss: 0.0311877 | Time: 1610.44 ms [2022-01-13 06:59:54 main:574] : INFO : Epoch 1734 | loss: 0.0311846 | val_loss: 0.0311881 | Time: 1598.81 ms [2022-01-13 06:59:56 main:574] : INFO : Epoch 1735 | loss: 0.0311848 | val_loss: 0.0311932 | Time: 1604.46 ms [2022-01-13 06:59:57 main:574] : INFO : Epoch 1736 | loss: 0.0311849 | val_loss: 0.0311916 | Time: 1611.19 ms [2022-01-13 06:59:59 main:574] : INFO : Epoch 1737 | loss: 0.031184 | val_loss: 0.031188 | Time: 1614.81 ms [2022-01-13 07:00:00 main:574] : INFO : Epoch 1738 | loss: 0.0311867 | val_loss: 0.0311899 | Time: 1644.16 ms [2022-01-13 07:00:02 main:574] : INFO : Epoch 1739 | loss: 0.0311971 | val_loss: 0.0311977 | Time: 1605.44 ms [2022-01-13 07:00:04 main:574] : INFO : Epoch 1740 | loss: 0.0311891 | val_loss: 0.0311989 | Time: 1625 ms [2022-01-13 07:00:05 main:574] : INFO : Epoch 1741 | loss: 0.0311865 | val_loss: 0.0311891 | Time: 1526.71 ms [2022-01-13 07:00:07 main:574] : INFO : Epoch 1742 | loss: 0.0311834 | val_loss: 0.0311884 | Time: 1610.13 ms [2022-01-13 07:00:08 main:574] : INFO : Epoch 1743 | loss: 0.0311826 | val_loss: 0.0311941 | Time: 1582.33 ms [2022-01-13 07:00:10 main:574] : INFO : Epoch 1744 | loss: 0.0311854 | val_loss: 0.0311889 | Time: 1566.88 ms [2022-01-13 07:00:12 main:574] : INFO : Epoch 1745 | loss: 0.0311866 | val_loss: 0.0311884 | Time: 1594.96 ms [2022-01-13 07:00:13 main:574] : INFO : Epoch 1746 | loss: 0.0311835 | val_loss: 0.031188 | Time: 1619.1 ms [2022-01-13 07:00:15 main:574] : INFO : Epoch 1747 | loss: 0.0311819 | val_loss: 0.0311877 | Time: 1614.87 ms [2022-01-13 07:00:16 main:574] : INFO : Epoch 1748 | loss: 0.0311805 | val_loss: 0.0311866 | Time: 1613.73 ms [2022-01-13 07:00:18 main:574] : INFO : Epoch 1749 | loss: 0.0311824 | val_loss: 0.0311889 | Time: 1571.39 ms [2022-01-13 07:00:20 main:574] : INFO : Epoch 1750 | loss: 0.0311815 | val_loss: 0.0311869 | Time: 1638.37 ms [2022-01-13 07:00:21 main:574] : INFO : Epoch 1751 | loss: 0.0311811 | val_loss: 0.0311882 | Time: 1582.9 ms [2022-01-13 07:00:23 main:574] : INFO : Epoch 1752 | loss: 0.031185 | val_loss: 0.0311901 | Time: 1578.89 ms [2022-01-13 07:00:24 main:574] : INFO : Epoch 1753 | loss: 0.0311805 | val_loss: 0.0311894 | Time: 1600.71 ms [2022-01-13 07:00:26 main:574] : INFO : Epoch 1754 | loss: 0.0311817 | val_loss: 0.0311865 | Time: 1580.46 ms [2022-01-13 07:00:28 main:574] : INFO : Epoch 1755 | loss: 0.0311804 | val_loss: 0.0311881 | Time: 1560.17 ms [2022-01-13 07:00:29 main:574] : INFO : Epoch 1756 | loss: 0.0311801 | val_loss: 0.0311863 | Time: 1549.46 ms [2022-01-13 07:00:31 main:574] : INFO : Epoch 1757 | loss: 0.0311799 | val_loss: 0.0311862 | Time: 1573.52 ms [2022-01-13 07:00:32 main:574] : INFO : Epoch 1758 | loss: 0.0311804 | val_loss: 0.0311867 | Time: 1582.57 ms [2022-01-13 07:00:34 main:574] : INFO : Epoch 1759 | loss: 0.0311807 | val_loss: 0.0311885 | Time: 1634.97 ms [2022-01-13 07:00:36 main:574] : INFO : Epoch 1760 | loss: 0.03118 | val_loss: 0.031187 | Time: 1561.45 ms [2022-01-13 07:00:37 main:574] : INFO : Epoch 1761 | loss: 0.0311803 | val_loss: 0.0311877 | Time: 1628.68 ms [2022-01-13 07:00:39 main:574] : INFO : Epoch 1762 | loss: 0.03118 | val_loss: 0.031189 | Time: 1609.38 ms [2022-01-13 07:00:40 main:574] : INFO : Epoch 1763 | loss: 0.0311795 | val_loss: 0.0311872 | Time: 1548.45 ms [2022-01-13 07:00:42 main:574] : INFO : Epoch 1764 | loss: 0.0311824 | val_loss: 0.0311878 | Time: 1575.11 ms [2022-01-13 07:00:43 main:574] : INFO : Epoch 1765 | loss: 0.0311854 | val_loss: 0.0311957 | Time: 1524.71 ms [2022-01-13 07:00:45 main:574] : INFO : Epoch 1766 | loss: 0.0311848 | val_loss: 0.0311861 | Time: 1525.96 ms [2022-01-13 07:00:47 main:574] : INFO : Epoch 1767 | loss: 0.0311822 | val_loss: 0.0311854 | Time: 1550.12 ms [2022-01-13 07:00:48 main:574] : INFO : Epoch 1768 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 1613.05 ms [2022-01-13 07:00:50 main:574] : INFO : Epoch 1769 | loss: 0.0311808 | val_loss: 0.0311873 | Time: 1582.89 ms [2022-01-13 07:00:51 main:574] : INFO : Epoch 1770 | loss: 0.0311823 | val_loss: 0.0311895 | Time: 1581.88 ms [2022-01-13 07:00:53 main:574] : INFO : Epoch 1771 | loss: 0.031181 | val_loss: 0.0311846 | Time: 1597.69 ms [2022-01-13 07:00:55 main:574] : INFO : Epoch 1772 | loss: 0.0311797 | val_loss: 0.031189 | Time: 1619.77 ms [2022-01-13 07:00:56 main:574] : INFO : Epoch 1773 | loss: 0.0311818 | val_loss: 0.0311841 | Time: 1613.25 ms [2022-01-13 07:00:58 main:574] : INFO : Epoch 1774 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 1627.88 ms [2022-01-13 07:00:59 main:574] : INFO : Epoch 1775 | loss: 0.0311778 | val_loss: 0.0311847 | Time: 1639.26 ms [2022-01-13 07:01:01 main:574] : INFO : Epoch 1776 | loss: 0.0311797 | val_loss: 0.0311839 | Time: 1600.92 ms [2022-01-13 07:01:03 main:574] : INFO : Epoch 1777 | loss: 0.0311773 | val_loss: 0.0311867 | Time: 1584.01 ms [2022-01-13 07:01:04 main:574] : INFO : Epoch 1778 | loss: 0.0311784 | val_loss: 0.031184 | Time: 1596.31 ms [2022-01-13 07:01:06 main:574] : INFO : Epoch 1779 | loss: 0.0311776 | val_loss: 0.0311855 | Time: 1563.89 ms [2022-01-13 07:01:07 main:574] : INFO : Epoch 1780 | loss: 0.0311773 | val_loss: 0.0311845 | Time: 1576.73 ms [2022-01-13 07:01:09 main:574] : INFO : Epoch 1781 | loss: 0.0311769 | val_loss: 0.0311844 | Time: 1608.79 ms [2022-01-13 07:01:11 main:574] : INFO : Epoch 1782 | loss: 0.0311841 | val_loss: 0.0312054 | Time: 1627.07 ms [2022-01-13 07:01:12 main:574] : INFO : Epoch 1783 | loss: 0.0311844 | val_loss: 0.0311849 | Time: 1604.55 ms [2022-01-13 07:01:14 main:574] : INFO : Epoch 1784 | loss: 0.0311767 | val_loss: 0.0311849 | Time: 1618.01 ms [2022-01-13 07:01:15 main:574] : INFO : Epoch 1785 | loss: 0.0311791 | val_loss: 0.0311875 | Time: 1631.46 ms [2022-01-13 07:01:17 main:574] : INFO : Epoch 1786 | loss: 0.0311763 | val_loss: 0.031189 | Time: 1581.69 ms [2022-01-13 07:01:19 main:574] : INFO : Epoch 1787 | loss: 0.0311758 | val_loss: 0.0311877 | Time: 1595.49 ms [2022-01-13 07:01:20 main:574] : INFO : Epoch 1788 | loss: 0.031175 | val_loss: 0.0311859 | Time: 1634.18 ms [2022-01-13 07:01:22 main:574] : INFO : Epoch 1789 | loss: 0.0311773 | val_loss: 0.0311848 | Time: 1601.41 ms [2022-01-13 07:01:23 main:574] : INFO : Epoch 1790 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 1555.29 ms [2022-01-13 07:01:25 main:574] : INFO : Epoch 1791 | loss: 0.0311746 | val_loss: 0.0311885 | Time: 1579.46 ms [2022-01-13 07:01:27 main:574] : INFO : Epoch 1792 | loss: 0.0311747 | val_loss: 0.0311848 | Time: 1554.11 ms [2022-01-13 07:01:28 main:574] : INFO : Epoch 1793 | loss: 0.0311751 | val_loss: 0.031185 | Time: 1589.81 ms [2022-01-13 07:01:30 main:574] : INFO : Epoch 1794 | loss: 0.0311748 | val_loss: 0.0311852 | Time: 1599.37 ms [2022-01-13 07:01:31 main:574] : INFO : Epoch 1795 | loss: 0.0311743 | val_loss: 0.0311874 | Time: 1571.76 ms [2022-01-13 07:01:33 main:574] : INFO : Epoch 1796 | loss: 0.0311738 | val_loss: 0.0311878 | Time: 1626.84 ms [2022-01-13 07:01:35 main:574] : INFO : Epoch 1797 | loss: 0.0311753 | val_loss: 0.0311916 | Time: 1622.55 ms [2022-01-13 07:01:36 main:574] : INFO : Epoch 1798 | loss: 0.0311756 | val_loss: 0.0311856 | Time: 1594.52 ms [2022-01-13 07:01:38 main:574] : INFO : Epoch 1799 | loss: 0.0311733 | val_loss: 0.0311844 | Time: 1621.58 ms [2022-01-13 07:01:39 main:574] : INFO : Epoch 1800 | loss: 0.0311738 | val_loss: 0.0311853 | Time: 1639.83 ms [2022-01-13 07:01:41 main:574] : INFO : Epoch 1801 | loss: 0.0311732 | val_loss: 0.0311869 | Time: 1542.62 ms [2022-01-13 07:01:43 main:574] : INFO : Epoch 1802 | loss: 0.0311735 | val_loss: 0.0311871 | Time: 1590.07 ms [2022-01-13 07:01:44 main:574] : INFO : Epoch 1803 | loss: 0.0311736 | val_loss: 0.031186 | Time: 1591.72 ms [2022-01-13 07:01:46 main:574] : INFO : Epoch 1804 | loss: 0.0311732 | val_loss: 0.031189 | Time: 1614.34 ms [2022-01-13 07:01:47 main:574] : INFO : Epoch 1805 | loss: 0.0311769 | val_loss: 0.0311856 | Time: 1610.77 ms [2022-01-13 07:01:49 main:574] : INFO : Epoch 1806 | loss: 0.0311777 | val_loss: 0.0311851 | Time: 1590.95 ms [2022-01-13 07:01:51 main:574] : INFO : Epoch 1807 | loss: 0.0311771 | val_loss: 0.0311875 | Time: 1583.48 ms [2022-01-13 07:01:52 main:574] : INFO : Epoch 1808 | loss: 0.0311758 | val_loss: 0.0311843 | Time: 1635.9 ms [2022-01-13 07:01:54 main:574] : INFO : Epoch 1809 | loss: 0.0311763 | val_loss: 0.0311862 | Time: 1632.77 ms [2022-01-13 07:01:56 main:574] : INFO : Epoch 1810 | loss: 0.031174 | val_loss: 0.0311851 | Time: 1661.34 ms [2022-01-13 07:01:57 main:574] : INFO : Epoch 1811 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 1636.16 ms [2022-01-13 07:01:59 main:574] : INFO : Epoch 1812 | loss: 0.0311745 | val_loss: 0.0311859 | Time: 1619.65 ms [2022-01-13 07:02:00 main:574] : INFO : Epoch 1813 | loss: 0.0311748 | val_loss: 0.0311844 | Time: 1591.99 ms [2022-01-13 07:02:02 main:574] : INFO : Epoch 1814 | loss: 0.0311747 | val_loss: 0.0311852 | Time: 1596.88 ms [2022-01-13 07:02:04 main:574] : INFO : Epoch 1815 | loss: 0.0311765 | val_loss: 0.0311871 | Time: 1598.34 ms [2022-01-13 07:02:05 main:574] : INFO : Epoch 1816 | loss: 0.031174 | val_loss: 0.031184 | Time: 1562.1 ms [2022-01-13 07:02:07 main:574] : INFO : Epoch 1817 | loss: 0.0311761 | val_loss: 0.0311837 | Time: 1553.17 ms [2022-01-13 07:02:08 main:574] : INFO : Epoch 1818 | loss: 0.0311734 | val_loss: 0.0311838 | Time: 1597.63 ms [2022-01-13 07:02:10 main:574] : INFO : Epoch 1819 | loss: 0.0311747 | val_loss: 0.0311844 | Time: 1612.3 ms [2022-01-13 07:02:12 main:574] : INFO : Epoch 1820 | loss: 0.031176 | val_loss: 0.0311825 | Time: 1650.96 ms [2022-01-13 07:02:13 main:574] : INFO : Epoch 1821 | loss: 0.0311758 | val_loss: 0.0311834 | Time: 1635.92 ms [2022-01-13 07:02:15 main:574] : INFO : Epoch 1822 | loss: 0.0311717 | val_loss: 0.0311828 | Time: 1663.25 ms [2022-01-13 07:02:16 main:574] : INFO : Epoch 1823 | loss: 0.0311708 | val_loss: 0.0311858 | Time: 1576.36 ms [2022-01-13 07:02:18 main:574] : INFO : Epoch 1824 | loss: 0.0311721 | val_loss: 0.0311854 | Time: 1585.11 ms [2022-01-13 07:02:20 main:574] : INFO : Epoch 1825 | loss: 0.0311753 | val_loss: 0.0311859 | Time: 1583.25 ms [2022-01-13 07:02:21 main:574] : INFO : Epoch 1826 | loss: 0.0311721 | val_loss: 0.0311844 | Time: 1589.09 ms [2022-01-13 07:02:23 main:574] : INFO : Epoch 1827 | loss: 0.0311703 | val_loss: 0.0311862 | Time: 1581.48 ms [2022-01-13 07:02:24 main:574] : INFO : Epoch 1828 | loss: 0.0311744 | val_loss: 0.0311879 | Time: 1621.66 ms [2022-01-13 07:02:26 main:574] : INFO : Epoch 1829 | loss: 0.031172 | val_loss: 0.0311837 | Time: 1621.09 ms [2022-01-13 07:02:28 main:574] : INFO : Epoch 1830 | loss: 0.0311714 | val_loss: 0.0311831 | Time: 1638.03 ms [2022-01-13 07:02:29 main:574] : INFO : Epoch 1831 | loss: 0.0311709 | val_loss: 0.0311864 | Time: 1674.24 ms [2022-01-13 07:02:31 main:574] : INFO : Epoch 1832 | loss: 0.031169 | val_loss: 0.0311854 | Time: 1670.84 ms [2022-01-13 07:02:33 main:574] : INFO : Epoch 1833 | loss: 0.0311728 | val_loss: 0.0311909 | Time: 1622.69 ms [2022-01-13 07:02:34 main:574] : INFO : Epoch 1834 | loss: 0.0311721 | val_loss: 0.0311857 | Time: 1590.69 ms [2022-01-13 07:02:36 main:574] : INFO : Epoch 1835 | loss: 0.0311696 | val_loss: 0.0311927 | Time: 1599.94 ms [2022-01-13 07:02:37 main:574] : INFO : Epoch 1836 | loss: 0.0311738 | val_loss: 0.0311871 | Time: 1577.4 ms [2022-01-13 07:02:39 main:574] : INFO : Epoch 1837 | loss: 0.0311682 | val_loss: 0.031184 | Time: 1601 ms [2022-01-13 07:02:41 main:574] : INFO : Epoch 1838 | loss: 0.0311708 | val_loss: 0.0311877 | Time: 1622.81 ms [2022-01-13 07:02:42 main:574] : INFO : Epoch 1839 | loss: 0.0311679 | val_loss: 0.0311839 | Time: 1597.05 ms [2022-01-13 07:02:44 main:574] : INFO : Epoch 1840 | loss: 0.0311676 | val_loss: 0.031187 | Time: 1596.9 ms [2022-01-13 07:02:45 main:574] : INFO : Epoch 1841 | loss: 0.0311685 | val_loss: 0.0311832 | Time: 1604.08 ms [2022-01-13 07:02:47 main:574] : INFO : Epoch 1842 | loss: 0.0311668 | val_loss: 0.0311855 | Time: 1622.81 ms [2022-01-13 07:02:49 main:574] : INFO : Epoch 1843 | loss: 0.0311662 | val_loss: 0.0311881 | Time: 1605.55 ms [2022-01-13 07:02:50 main:574] : INFO : Epoch 1844 | loss: 0.0311674 | val_loss: 0.0311871 | Time: 1621.13 ms [2022-01-13 07:02:52 main:574] : INFO : Epoch 1845 | loss: 0.0311672 | val_loss: 0.0311853 | Time: 1564.29 ms [2022-01-13 07:02:53 main:574] : INFO : Epoch 1846 | loss: 0.0311679 | val_loss: 0.031184 | Time: 1597.49 ms [2022-01-13 07:02:55 main:574] : INFO : Epoch 1847 | loss: 0.0311667 | val_loss: 0.0311868 | Time: 1610.76 ms [2022-01-13 07:02:57 main:574] : INFO : Epoch 1848 | loss: 0.0311659 | val_loss: 0.0311837 | Time: 1623.75 ms [2022-01-13 07:02:58 main:574] : INFO : Epoch 1849 | loss: 0.0311668 | val_loss: 0.031185 | Time: 1638.89 ms [2022-01-13 07:03:00 main:574] : INFO : Epoch 1850 | loss: 0.031165 | val_loss: 0.0311882 | Time: 1636.92 ms [2022-01-13 07:03:02 main:574] : INFO : Epoch 1851 | loss: 0.0311668 | val_loss: 0.0311823 | Time: 1612.76 ms [2022-01-13 07:03:03 main:574] : INFO : Epoch 1852 | loss: 0.0311671 | val_loss: 0.0311872 | Time: 1627.82 ms [2022-01-13 07:03:05 main:574] : INFO : Epoch 1853 | loss: 0.0311649 | val_loss: 0.0311861 | Time: 1611.07 ms [2022-01-13 07:03:06 main:574] : INFO : Epoch 1854 | loss: 0.031167 | val_loss: 0.0311903 | Time: 1603.64 ms [2022-01-13 07:03:08 main:574] : INFO : Epoch 1855 | loss: 0.0311671 | val_loss: 0.0311898 | Time: 1633.33 ms [2022-01-13 07:03:10 main:574] : INFO : Epoch 1856 | loss: 0.0311652 | val_loss: 0.0311883 | Time: 1584.75 ms [2022-01-13 07:03:11 main:574] : INFO : Epoch 1857 | loss: 0.0311641 | val_loss: 0.031189 | Time: 1608.67 ms [2022-01-13 07:03:13 main:574] : INFO : Epoch 1858 | loss: 0.031164 | val_loss: 0.0311935 | Time: 1638.47 ms [2022-01-13 07:03:15 main:574] : INFO : Epoch 1859 | loss: 0.0311648 | val_loss: 0.0311889 | Time: 1565.12 ms [2022-01-13 07:03:16 main:574] : INFO : Epoch 1860 | loss: 0.0311643 | val_loss: 0.0311857 | Time: 1619.14 ms [2022-01-13 07:03:18 main:574] : INFO : Epoch 1861 | loss: 0.0311649 | val_loss: 0.0311858 | Time: 1543.37 ms [2022-01-13 07:03:19 main:574] : INFO : Epoch 1862 | loss: 0.0311634 | val_loss: 0.0311906 | Time: 1550.57 ms [2022-01-13 07:03:21 main:574] : INFO : Epoch 1863 | loss: 0.0311651 | val_loss: 0.0311899 | Time: 1579.42 ms [2022-01-13 07:03:22 main:574] : INFO : Epoch 1864 | loss: 0.031166 | val_loss: 0.0311922 | Time: 1598.88 ms [2022-01-13 07:03:24 main:574] : INFO : Epoch 1865 | loss: 0.0311662 | val_loss: 0.0311878 | Time: 1589.68 ms [2022-01-13 07:03:26 main:574] : INFO : Epoch 1866 | loss: 0.0311665 | val_loss: 0.0311883 | Time: 1589.06 ms [2022-01-13 07:03:27 main:574] : INFO : Epoch 1867 | loss: 0.0311662 | val_loss: 0.0311877 | Time: 1592.1 ms [2022-01-13 07:03:29 main:574] : INFO : Epoch 1868 | loss: 0.0311635 | val_loss: 0.031185 | Time: 1571.14 ms [2022-01-13 07:03:30 main:574] : INFO : Epoch 1869 | loss: 0.0311637 | val_loss: 0.031186 | Time: 1617.69 ms [2022-01-13 07:03:32 main:574] : INFO : Epoch 1870 | loss: 0.0311636 | val_loss: 0.031185 | Time: 1576.76 ms [2022-01-13 07:03:34 main:574] : INFO : Epoch 1871 | loss: 0.0311653 | val_loss: 0.031184 | Time: 1592.76 ms [2022-01-13 07:03:35 main:574] : INFO : Epoch 1872 | loss: 0.0311679 | val_loss: 0.0311902 | Time: 1575.6 ms [2022-01-13 07:03:37 main:574] : INFO : Epoch 1873 | loss: 0.031171 | val_loss: 0.0311929 | Time: 1637.95 ms [2022-01-13 07:03:38 main:574] : INFO : Epoch 1874 | loss: 0.0311702 | val_loss: 0.0311951 | Time: 1563.52 ms [2022-01-13 07:03:40 main:574] : INFO : Epoch 1875 | loss: 0.0311681 | val_loss: 0.031183 | Time: 1590.31 ms [2022-01-13 07:03:42 main:574] : INFO : Epoch 1876 | loss: 0.0311627 | val_loss: 0.0311845 | Time: 1641.24 ms [2022-01-13 07:03:43 main:574] : INFO : Epoch 1877 | loss: 0.0311633 | val_loss: 0.0311837 | Time: 1659.91 ms [2022-01-13 07:03:45 main:574] : INFO : Epoch 1878 | loss: 0.0311628 | val_loss: 0.031187 | Time: 1617.58 ms [2022-01-13 07:03:47 main:574] : INFO : Epoch 1879 | loss: 0.0311679 | val_loss: 0.0311867 | Time: 1645.96 ms [2022-01-13 07:03:48 main:574] : INFO : Epoch 1880 | loss: 0.0311714 | val_loss: 0.0311824 | Time: 1601.13 ms [2022-01-13 07:03:50 main:574] : INFO : Epoch 1881 | loss: 0.031167 | val_loss: 0.0311819 | Time: 1616.08 ms [2022-01-13 07:03:51 main:574] : INFO : Epoch 1882 | loss: 0.0311669 | val_loss: 0.0311831 | Time: 1622.98 ms [2022-01-13 07:03:53 main:574] : INFO : Epoch 1883 | loss: 0.0311651 | val_loss: 0.0311863 | Time: 1612.67 ms [2022-01-13 07:03:55 main:574] : INFO : Epoch 1884 | loss: 0.0311657 | val_loss: 0.0311866 | Time: 1578.73 ms [2022-01-13 07:03:56 main:574] : INFO : Epoch 1885 | loss: 0.0311656 | val_loss: 0.0311825 | Time: 1620.57 ms [2022-01-13 07:03:58 main:574] : INFO : Epoch 1886 | loss: 0.0311674 | val_loss: 0.0312044 | Time: 1619.52 ms [2022-01-13 07:03:59 main:574] : INFO : Epoch 1887 | loss: 0.0312185 | val_loss: 0.0312065 | Time: 1608.38 ms [2022-01-13 07:04:01 main:574] : INFO : Epoch 1888 | loss: 0.0311953 | val_loss: 0.0311808 | Time: 1644.75 ms [2022-01-13 07:04:03 main:574] : INFO : Epoch 1889 | loss: 0.031183 | val_loss: 0.0311806 | Time: 1665.57 ms [2022-01-13 07:04:04 main:574] : INFO : Epoch 1890 | loss: 0.03118 | val_loss: 0.0311819 | Time: 1655.18 ms [2022-01-13 07:04:06 main:574] : INFO : Epoch 1891 | loss: 0.031183 | val_loss: 0.0311803 | Time: 1637.6 ms [2022-01-13 07:04:08 main:574] : INFO : Epoch 1892 | loss: 0.0311758 | val_loss: 0.0311757 | Time: 1553.73 ms [2022-01-13 07:04:09 main:574] : INFO : Epoch 1893 | loss: 0.0311752 | val_loss: 0.0311772 | Time: 1570.57 ms [2022-01-13 07:04:11 main:574] : INFO : Epoch 1894 | loss: 0.0311739 | val_loss: 0.031181 | Time: 1581.19 ms [2022-01-13 07:04:12 main:574] : INFO : Epoch 1895 | loss: 0.0311733 | val_loss: 0.0311776 | Time: 1613.55 ms [2022-01-13 07:04:14 main:574] : INFO : Epoch 1896 | loss: 0.031171 | val_loss: 0.0311787 | Time: 1584.34 ms [2022-01-13 07:04:16 main:574] : INFO : Epoch 1897 | loss: 0.0311727 | val_loss: 0.0311766 | Time: 1575.94 ms [2022-01-13 07:04:17 main:574] : INFO : Epoch 1898 | loss: 0.0311708 | val_loss: 0.0311797 | Time: 1624.19 ms [2022-01-13 07:04:19 main:574] : INFO : Epoch 1899 | loss: 0.0311715 | val_loss: 0.0311785 | Time: 1536.95 ms [2022-01-13 07:04:20 main:574] : INFO : Epoch 1900 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 1608.47 ms [2022-01-13 07:04:22 main:574] : INFO : Epoch 1901 | loss: 0.0311691 | val_loss: 0.0311755 | Time: 1602.37 ms [2022-01-13 07:04:23 main:574] : INFO : Epoch 1902 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 1561.41 ms [2022-01-13 07:04:25 main:574] : INFO : Epoch 1903 | loss: 0.0311686 | val_loss: 0.031176 | Time: 1554.46 ms [2022-01-13 07:04:27 main:574] : INFO : Epoch 1904 | loss: 0.0311707 | val_loss: 0.0311787 | Time: 1615.62 ms [2022-01-13 07:04:28 main:574] : INFO : Epoch 1905 | loss: 0.0311684 | val_loss: 0.0311753 | Time: 1569.3 ms [2022-01-13 07:04:30 main:574] : INFO : Epoch 1906 | loss: 0.0311683 | val_loss: 0.0311789 | Time: 1582.09 ms [2022-01-13 07:04:31 main:574] : INFO : Epoch 1907 | loss: 0.0311678 | val_loss: 0.0311748 | Time: 1593.8 ms [2022-01-13 07:04:33 main:574] : INFO : Epoch 1908 | loss: 0.0311667 | val_loss: 0.0311759 | Time: 1545.71 ms [2022-01-13 07:04:35 main:574] : INFO : Epoch 1909 | loss: 0.0311667 | val_loss: 0.031175 | Time: 1575.98 ms [2022-01-13 07:04:36 main:574] : INFO : Epoch 1910 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 1582 ms [2022-01-13 07:04:38 main:574] : INFO : Epoch 1911 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 1572.07 ms [2022-01-13 07:04:39 main:574] : INFO : Epoch 1912 | loss: 0.0311669 | val_loss: 0.0311809 | Time: 1573.43 ms [2022-01-13 07:04:41 main:574] : INFO : Epoch 1913 | loss: 0.0311678 | val_loss: 0.0311754 | Time: 1581.66 ms [2022-01-13 07:04:42 main:574] : INFO : Epoch 1914 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 1554.42 ms [2022-01-13 07:04:44 main:574] : INFO : Epoch 1915 | loss: 0.0311671 | val_loss: 0.031175 | Time: 1574 ms [2022-01-13 07:04:46 main:574] : INFO : Epoch 1916 | loss: 0.0311662 | val_loss: 0.0311744 | Time: 1578.89 ms [2022-01-13 07:04:47 main:574] : INFO : Epoch 1917 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 1574.24 ms [2022-01-13 07:04:49 main:574] : INFO : Epoch 1918 | loss: 0.0311669 | val_loss: 0.0311791 | Time: 1633.45 ms [2022-01-13 07:04:50 main:574] : INFO : Epoch 1919 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 1658.52 ms [2022-01-13 07:04:52 main:574] : INFO : Epoch 1920 | loss: 0.0311662 | val_loss: 0.0311787 | Time: 1621.18 ms [2022-01-13 07:04:54 main:574] : INFO : Epoch 1921 | loss: 0.0311671 | val_loss: 0.0311775 | Time: 1594.04 ms [2022-01-13 07:04:55 main:574] : INFO : Epoch 1922 | loss: 0.0311646 | val_loss: 0.0311757 | Time: 1619.25 ms [2022-01-13 07:04:57 main:574] : INFO : Epoch 1923 | loss: 0.0311694 | val_loss: 0.0311777 | Time: 1632.75 ms [2022-01-13 07:04:59 main:574] : INFO : Epoch 1924 | loss: 0.0311681 | val_loss: 0.031176 | Time: 1634.23 ms [2022-01-13 07:05:00 main:574] : INFO : Epoch 1925 | loss: 0.0311661 | val_loss: 0.0311773 | Time: 1604.86 ms [2022-01-13 07:05:02 main:574] : INFO : Epoch 1926 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 1633.84 ms [2022-01-13 07:05:03 main:574] : INFO : Epoch 1927 | loss: 0.031169 | val_loss: 0.0311756 | Time: 1596.53 ms [2022-01-13 07:05:05 main:574] : INFO : Epoch 1928 | loss: 0.0311698 | val_loss: 0.0311809 | Time: 1654.98 ms [2022-01-13 07:05:07 main:574] : INFO : Epoch 1929 | loss: 0.0311669 | val_loss: 0.0311785 | Time: 1593.78 ms [2022-01-13 07:05:08 main:574] : INFO : Epoch 1930 | loss: 0.031164 | val_loss: 0.0311757 | Time: 1638.88 ms [2022-01-13 07:05:10 main:574] : INFO : Epoch 1931 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 1619.4 ms [2022-01-13 07:05:12 main:574] : INFO : Epoch 1932 | loss: 0.0311628 | val_loss: 0.0311774 | Time: 1629.41 ms [2022-01-13 07:05:13 main:574] : INFO : Epoch 1933 | loss: 0.031164 | val_loss: 0.0311788 | Time: 1635.65 ms [2022-01-13 07:05:15 main:574] : INFO : Epoch 1934 | loss: 0.031163 | val_loss: 0.0311812 | Time: 1625.56 ms [2022-01-13 07:05:16 main:574] : INFO : Epoch 1935 | loss: 0.0311638 | val_loss: 0.0311768 | Time: 1610.81 ms [2022-01-13 07:05:18 main:574] : INFO : Epoch 1936 | loss: 0.0311623 | val_loss: 0.0311774 | Time: 1564.78 ms [2022-01-13 07:05:20 main:574] : INFO : Epoch 1937 | loss: 0.0311639 | val_loss: 0.031178 | Time: 1589.15 ms [2022-01-13 07:05:21 main:574] : INFO : Epoch 1938 | loss: 0.031162 | val_loss: 0.0311787 | Time: 1586.13 ms [2022-01-13 07:05:23 main:574] : INFO : Epoch 1939 | loss: 0.031162 | val_loss: 0.0311791 | Time: 1586.2 ms [2022-01-13 07:05:24 main:574] : INFO : Epoch 1940 | loss: 0.0311615 | val_loss: 0.0311779 | Time: 1582.92 ms [2022-01-13 07:05:26 main:574] : INFO : Epoch 1941 | loss: 0.0311612 | val_loss: 0.031178 | Time: 1583.97 ms [2022-01-13 07:05:28 main:574] : INFO : Epoch 1942 | loss: 0.031161 | val_loss: 0.0311799 | Time: 1628.89 ms [2022-01-13 07:05:29 main:574] : INFO : Epoch 1943 | loss: 0.0311637 | val_loss: 0.0311757 | Time: 1576.6 ms [2022-01-13 07:05:31 main:574] : INFO : Epoch 1944 | loss: 0.0311657 | val_loss: 0.0311788 | Time: 1569.09 ms [2022-01-13 07:05:32 main:574] : INFO : Epoch 1945 | loss: 0.0311624 | val_loss: 0.0311786 | Time: 1598.63 ms [2022-01-13 07:05:34 main:574] : INFO : Epoch 1946 | loss: 0.0311612 | val_loss: 0.0311787 | Time: 1580.87 ms [2022-01-13 07:05:35 main:574] : INFO : Epoch 1947 | loss: 0.0311605 | val_loss: 0.0311769 | Time: 1582.66 ms [2022-01-13 07:05:37 main:574] : INFO : Epoch 1948 | loss: 0.0311614 | val_loss: 0.0311799 | Time: 1631.19 ms [2022-01-13 07:05:39 main:574] : INFO : Epoch 1949 | loss: 0.0311603 | val_loss: 0.0311795 | Time: 1561.19 ms [2022-01-13 07:05:40 main:574] : INFO : Epoch 1950 | loss: 0.0311608 | val_loss: 0.0311834 | Time: 1603.66 ms [2022-01-13 07:05:42 main:574] : INFO : Epoch 1951 | loss: 0.0311615 | val_loss: 0.0311789 | Time: 1613.97 ms [2022-01-13 07:05:43 main:574] : INFO : Epoch 1952 | loss: 0.0311607 | val_loss: 0.0311812 | Time: 1577.63 ms [2022-01-13 07:05:45 main:574] : INFO : Epoch 1953 | loss: 0.0311617 | val_loss: 0.031185 | Time: 1576.39 ms [2022-01-13 07:05:47 main:574] : INFO : Epoch 1954 | loss: 0.0311598 | val_loss: 0.0311762 | Time: 1600.96 ms [2022-01-13 07:05:48 main:574] : INFO : Epoch 1955 | loss: 0.03116 | val_loss: 0.0311818 | Time: 1597.23 ms [2022-01-13 07:05:50 main:574] : INFO : Epoch 1956 | loss: 0.0311606 | val_loss: 0.0311779 | Time: 1602 ms [2022-01-13 07:05:51 main:574] : INFO : Epoch 1957 | loss: 0.0311593 | val_loss: 0.0311794 | Time: 1600.93 ms [2022-01-13 07:05:53 main:574] : INFO : Epoch 1958 | loss: 0.0311602 | val_loss: 0.0311798 | Time: 1605.59 ms [2022-01-13 07:05:55 main:574] : INFO : Epoch 1959 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 1577.87 ms [2022-01-13 07:05:56 main:574] : INFO : Epoch 1960 | loss: 0.0311649 | val_loss: 0.031176 | Time: 1551.45 ms [2022-01-13 07:05:58 main:574] : INFO : Epoch 1961 | loss: 0.0311631 | val_loss: 0.0311759 | Time: 1528.2 ms [2022-01-13 07:05:59 main:574] : INFO : Epoch 1962 | loss: 0.0311633 | val_loss: 0.0311784 | Time: 1579.4 ms [2022-01-13 07:06:01 main:574] : INFO : Epoch 1963 | loss: 0.0311616 | val_loss: 0.0311764 | Time: 1604.32 ms [2022-01-13 07:06:03 main:574] : INFO : Epoch 1964 | loss: 0.0311606 | val_loss: 0.0311797 | Time: 1639.79 ms [2022-01-13 07:06:04 main:574] : INFO : Epoch 1965 | loss: 0.0311606 | val_loss: 0.0311797 | Time: 1594.36 ms [2022-01-13 07:06:06 main:574] : INFO : Epoch 1966 | loss: 0.0311603 | val_loss: 0.031184 | Time: 1632.8 ms [2022-01-13 07:06:07 main:574] : INFO : Epoch 1967 | loss: 0.0311622 | val_loss: 0.0311822 | Time: 1613.62 ms [2022-01-13 07:06:09 main:574] : INFO : Epoch 1968 | loss: 0.0311614 | val_loss: 0.0311771 | Time: 1595.11 ms [2022-01-13 07:06:11 main:574] : INFO : Epoch 1969 | loss: 0.0311601 | val_loss: 0.0311846 | Time: 1612.79 ms [2022-01-13 07:06:12 main:574] : INFO : Epoch 1970 | loss: 0.0311593 | val_loss: 0.0311793 | Time: 1545.55 ms [2022-01-13 07:06:14 main:574] : INFO : Epoch 1971 | loss: 0.031161 | val_loss: 0.0311879 | Time: 1649.66 ms [2022-01-13 07:06:15 main:574] : INFO : Epoch 1972 | loss: 0.0311605 | val_loss: 0.0311806 | Time: 1636.67 ms [2022-01-13 07:06:17 main:574] : INFO : Epoch 1973 | loss: 0.03116 | val_loss: 0.0311849 | Time: 1640.28 ms [2022-01-13 07:06:19 main:574] : INFO : Epoch 1974 | loss: 0.0311596 | val_loss: 0.0311783 | Time: 1573.67 ms [2022-01-13 07:06:20 main:574] : INFO : Epoch 1975 | loss: 0.031158 | val_loss: 0.031181 | Time: 1645.04 ms [2022-01-13 07:06:22 main:574] : INFO : Epoch 1976 | loss: 0.0311595 | val_loss: 0.0311809 | Time: 1645.09 ms [2022-01-13 07:06:24 main:574] : INFO : Epoch 1977 | loss: 0.0311601 | val_loss: 0.0311748 | Time: 1600.08 ms [2022-01-13 07:06:25 main:574] : INFO : Epoch 1978 | loss: 0.0311618 | val_loss: 0.0311725 | Time: 1589.68 ms [2022-01-13 07:06:27 main:574] : INFO : Epoch 1979 | loss: 0.0311602 | val_loss: 0.0311741 | Time: 1581.63 ms [2022-01-13 07:06:28 main:574] : INFO : Epoch 1980 | loss: 0.0311593 | val_loss: 0.0311754 | Time: 1592.96 ms [2022-01-13 07:06:30 main:574] : INFO : Epoch 1981 | loss: 0.031161 | val_loss: 0.0311765 | Time: 1591.81 ms [2022-01-13 07:06:32 main:574] : INFO : Epoch 1982 | loss: 0.0311587 | val_loss: 0.0311758 | Time: 1606.88 ms [2022-01-13 07:06:33 main:574] : INFO : Epoch 1983 | loss: 0.0311592 | val_loss: 0.0311792 | Time: 1607.71 ms [2022-01-13 07:06:35 main:574] : INFO : Epoch 1984 | loss: 0.0311632 | val_loss: 0.0311786 | Time: 1601.38 ms [2022-01-13 07:06:36 main:574] : INFO : Epoch 1985 | loss: 0.0311718 | val_loss: 0.0311791 | Time: 1624.17 ms [2022-01-13 07:06:38 main:574] : INFO : Epoch 1986 | loss: 0.031171 | val_loss: 0.0311756 | Time: 1590.61 ms [2022-01-13 07:06:40 main:574] : INFO : Epoch 1987 | loss: 0.0311692 | val_loss: 0.0311776 | Time: 1563.85 ms [2022-01-13 07:06:41 main:574] : INFO : Epoch 1988 | loss: 0.0311684 | val_loss: 0.0311771 | Time: 1577.69 ms [2022-01-13 07:06:43 main:574] : INFO : Epoch 1989 | loss: 0.0311672 | val_loss: 0.0311813 | Time: 1632.62 ms [2022-01-13 07:06:44 main:574] : INFO : Epoch 1990 | loss: 0.0311649 | val_loss: 0.0311748 | Time: 1628.07 ms [2022-01-13 07:06:46 main:574] : INFO : Epoch 1991 | loss: 0.0311646 | val_loss: 0.0311774 | Time: 1586.23 ms [2022-01-13 07:06:48 main:574] : INFO : Epoch 1992 | loss: 0.0311649 | val_loss: 0.0311758 | Time: 1555.58 ms [2022-01-13 07:06:49 main:574] : INFO : Epoch 1993 | loss: 0.0311619 | val_loss: 0.0311779 | Time: 1616.35 ms [2022-01-13 07:06:51 main:574] : INFO : Epoch 1994 | loss: 0.0311623 | val_loss: 0.0311811 | Time: 1606.25 ms [2022-01-13 07:06:52 main:574] : INFO : Epoch 1995 | loss: 0.0311622 | val_loss: 0.0311796 | Time: 1566.17 ms [2022-01-13 07:06:54 main:574] : INFO : Epoch 1996 | loss: 0.0311615 | val_loss: 0.0311785 | Time: 1617.47 ms [2022-01-13 07:06:56 main:574] : INFO : Epoch 1997 | loss: 0.0311615 | val_loss: 0.0311809 | Time: 1546.66 ms [2022-01-13 07:06:57 main:574] : INFO : Epoch 1998 | loss: 0.0311736 | val_loss: 0.0311827 | Time: 1620.78 ms [2022-01-13 07:06:59 main:574] : INFO : Epoch 1999 | loss: 0.0311732 | val_loss: 0.0311784 | Time: 1642.71 ms [2022-01-13 07:07:00 main:574] : INFO : Epoch 2000 | loss: 0.0311712 | val_loss: 0.0311756 | Time: 1603.6 ms [2022-01-13 07:07:02 main:574] : INFO : Epoch 2001 | loss: 0.0311687 | val_loss: 0.0311745 | Time: 1605.47 ms [2022-01-13 07:07:04 main:574] : INFO : Epoch 2002 | loss: 0.0311667 | val_loss: 0.0311784 | Time: 1594.42 ms [2022-01-13 07:07:05 main:574] : INFO : Epoch 2003 | loss: 0.0311676 | val_loss: 0.0311779 | Time: 1600.52 ms [2022-01-13 07:07:07 main:574] : INFO : Epoch 2004 | loss: 0.0311658 | val_loss: 0.0311756 | Time: 1624.74 ms [2022-01-13 07:07:08 main:574] : INFO : Epoch 2005 | loss: 0.0311639 | val_loss: 0.0311774 | Time: 1596.96 ms [2022-01-13 07:07:10 main:574] : INFO : Epoch 2006 | loss: 0.0311628 | val_loss: 0.0311753 | Time: 1558.13 ms [2022-01-13 07:07:12 main:574] : INFO : Epoch 2007 | loss: 0.0311631 | val_loss: 0.0311772 | Time: 1584.32 ms [2022-01-13 07:07:13 main:574] : INFO : Epoch 2008 | loss: 0.0311648 | val_loss: 0.0311825 | Time: 1616.95 ms [2022-01-13 07:07:15 main:574] : INFO : Epoch 2009 | loss: 0.0311655 | val_loss: 0.0311818 | Time: 1645.55 ms [2022-01-13 07:07:16 main:574] : INFO : Epoch 2010 | loss: 0.0311628 | val_loss: 0.031177 | Time: 1624.55 ms [2022-01-13 07:07:18 main:574] : INFO : Epoch 2011 | loss: 0.0311608 | val_loss: 0.0311766 | Time: 1598.05 ms [2022-01-13 07:07:20 main:574] : INFO : Epoch 2012 | loss: 0.031161 | val_loss: 0.0311767 | Time: 1598.41 ms [2022-01-13 07:07:21 main:574] : INFO : Epoch 2013 | loss: 0.0311603 | val_loss: 0.0311782 | Time: 1614.26 ms [2022-01-13 07:07:23 main:574] : INFO : Epoch 2014 | loss: 0.0311591 | val_loss: 0.0311745 | Time: 1590.6 ms [2022-01-13 07:07:24 main:574] : INFO : Epoch 2015 | loss: 0.031158 | val_loss: 0.0311763 | Time: 1560.82 ms [2022-01-13 07:07:26 main:574] : INFO : Epoch 2016 | loss: 0.0311582 | val_loss: 0.0311759 | Time: 1610.11 ms [2022-01-13 07:07:28 main:574] : INFO : Epoch 2017 | loss: 0.0311595 | val_loss: 0.0311764 | Time: 1607.01 ms [2022-01-13 07:07:29 main:574] : INFO : Epoch 2018 | loss: 0.0311577 | val_loss: 0.0311755 | Time: 1597.5 ms [2022-01-13 07:07:31 main:574] : INFO : Epoch 2019 | loss: 0.0311584 | val_loss: 0.0311747 | Time: 1664.28 ms [2022-01-13 07:07:33 main:574] : INFO : Epoch 2020 | loss: 0.0311597 | val_loss: 0.0311742 | Time: 1602.27 ms [2022-01-13 07:07:34 main:574] : INFO : Epoch 2021 | loss: 0.031159 | val_loss: 0.0311761 | Time: 1602.71 ms [2022-01-13 07:07:36 main:574] : INFO : Epoch 2022 | loss: 0.0311645 | val_loss: 0.0311791 | Time: 1581.43 ms [2022-01-13 07:07:37 main:574] : INFO : Epoch 2023 | loss: 0.0311604 | val_loss: 0.0311827 | Time: 1639.15 ms [2022-01-13 07:07:39 main:574] : INFO : Epoch 2024 | loss: 0.031159 | val_loss: 0.0311761 | Time: 1602.86 ms [2022-01-13 07:07:41 main:574] : INFO : Epoch 2025 | loss: 0.0311572 | val_loss: 0.0311781 | Time: 1632.67 ms [2022-01-13 07:07:42 main:574] : INFO : Epoch 2026 | loss: 0.0311553 | val_loss: 0.0311768 | Time: 1597.76 ms [2022-01-13 07:07:44 main:574] : INFO : Epoch 2027 | loss: 0.0311567 | val_loss: 0.0311825 | Time: 1589.35 ms [2022-01-13 07:07:45 main:574] : INFO : Epoch 2028 | loss: 0.0311555 | val_loss: 0.0311771 | Time: 1615.41 ms [2022-01-13 07:07:47 main:574] : INFO : Epoch 2029 | loss: 0.0311575 | val_loss: 0.0311779 | Time: 1646.15 ms [2022-01-13 07:07:49 main:574] : INFO : Epoch 2030 | loss: 0.031158 | val_loss: 0.0311779 | Time: 1620.47 ms [2022-01-13 07:07:50 main:574] : INFO : Epoch 2031 | loss: 0.0311595 | val_loss: 0.0311751 | Time: 1598.51 ms [2022-01-13 07:07:52 main:574] : INFO : Epoch 2032 | loss: 0.0311583 | val_loss: 0.0311783 | Time: 1594.19 ms [2022-01-13 07:07:53 main:574] : INFO : Epoch 2033 | loss: 0.0311572 | val_loss: 0.0311824 | Time: 1580.83 ms [2022-01-13 07:07:55 main:574] : INFO : Epoch 2034 | loss: 0.0311569 | val_loss: 0.0311775 | Time: 1603.35 ms [2022-01-13 07:07:57 main:574] : INFO : Epoch 2035 | loss: 0.0311553 | val_loss: 0.031181 | Time: 1548.74 ms [2022-01-13 07:07:58 main:574] : INFO : Epoch 2036 | loss: 0.0311546 | val_loss: 0.0311778 | Time: 1599.18 ms [2022-01-13 07:08:00 main:574] : INFO : Epoch 2037 | loss: 0.0311567 | val_loss: 0.0311779 | Time: 1592.31 ms [2022-01-13 07:08:01 main:574] : INFO : Epoch 2038 | loss: 0.031159 | val_loss: 0.0311765 | Time: 1602.76 ms [2022-01-13 07:08:03 main:574] : INFO : Epoch 2039 | loss: 0.0311584 | val_loss: 0.0311817 | Time: 1639.75 ms [2022-01-13 07:08:05 main:574] : INFO : Epoch 2040 | loss: 0.0311593 | val_loss: 0.0311786 | Time: 1603.83 ms [2022-01-13 07:08:06 main:574] : INFO : Epoch 2041 | loss: 0.0311555 | val_loss: 0.0311754 | Time: 1583.11 ms [2022-01-13 07:08:08 main:574] : INFO : Epoch 2042 | loss: 0.0311555 | val_loss: 0.0311825 | Time: 1620.23 ms [2022-01-13 07:08:10 main:574] : INFO : Epoch 2043 | loss: 0.0311546 | val_loss: 0.0311773 | Time: 1607.38 ms [2022-01-13 07:08:11 main:574] : INFO : Epoch 2044 | loss: 0.0311546 | val_loss: 0.0311803 | Time: 1625.32 ms [2022-01-13 07:08:13 main:574] : INFO : Epoch 2045 | loss: 0.0311547 | val_loss: 0.0311791 | Time: 1598.53 ms [2022-01-13 07:08:14 main:574] : INFO : Epoch 2046 | loss: 0.0311526 | val_loss: 0.0311811 | Time: 1608.84 ms [2022-01-13 07:08:16 main:574] : INFO : Epoch 2047 | loss: 0.0311529 | val_loss: 0.031181 | Time: 1610.6 ms [2022-01-13 07:08:18 main:574] : INFO : Epoch 2048 | loss: 0.0311528 | val_loss: 0.0311849 | Time: 1585.04 ms [2022-01-13 07:08:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311849 [2022-01-13 07:08:18 main:603] : INFO : Saving end state to config to file [2022-01-13 07:08:18 main:608] : INFO : Success, exiting.. 07:08:18 (7776): 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)