Task 10952942
| Name | ParityModified-1639960226-15923-2-0_0 |
| Workunit | 8246509 |
| Created | 22 Jan 2022, 10:04:36 UTC |
| Sent | 10 Feb 2022, 5:54:45 UTC |
| Report deadline | 18 Feb 2022, 5:54:45 UTC |
| Received | 10 Feb 2022, 7:38:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11606 |
| Run time | 1 hours 43 min 39 sec |
| CPU time | 1 hours 43 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,339.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.71 GB |
| Peak swap size | 4.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312296 | val_loss: 0.0312294 | Time: 2067.63 ms [2022-02-10 08:21:01 main:574] : INFO : Epoch 1543 | loss: 0.0312291 | val_loss: 0.0312321 | Time: 2087.35 ms [2022-02-10 08:21:03 main:574] : INFO : Epoch 1544 | loss: 0.0312343 | val_loss: 0.0312479 | Time: 2072.65 ms [2022-02-10 08:21:05 main:574] : INFO : Epoch 1545 | loss: 0.0312354 | val_loss: 0.031233 | Time: 2079.7 ms [2022-02-10 08:21:07 main:574] : INFO : Epoch 1546 | loss: 0.0312294 | val_loss: 0.0312323 | Time: 2090.96 ms [2022-02-10 08:21:09 main:574] : INFO : Epoch 1547 | loss: 0.0312271 | val_loss: 0.0312286 | Time: 2053.28 ms [2022-02-10 08:21:11 main:574] : INFO : Epoch 1548 | loss: 0.031227 | val_loss: 0.0312273 | Time: 2055.88 ms [2022-02-10 08:21:13 main:574] : INFO : Epoch 1549 | loss: 0.0312312 | val_loss: 0.031238 | Time: 2009.44 ms [2022-02-10 08:21:15 main:574] : INFO : Epoch 1550 | loss: 0.03123 | val_loss: 0.0312303 | Time: 2064.15 ms [2022-02-10 08:21:17 main:574] : INFO : Epoch 1551 | loss: 0.0312285 | val_loss: 0.0312275 | Time: 2042.49 ms [2022-02-10 08:21:19 main:574] : INFO : Epoch 1552 | loss: 0.0312267 | val_loss: 0.0312279 | Time: 2053.29 ms [2022-02-10 08:21:21 main:574] : INFO : Epoch 1553 | loss: 0.0312291 | val_loss: 0.0312316 | Time: 2082.87 ms [2022-02-10 08:21:23 main:574] : INFO : Epoch 1554 | loss: 0.031233 | val_loss: 0.0312346 | Time: 2085.32 ms [2022-02-10 08:21:25 main:574] : INFO : Epoch 1555 | loss: 0.0312298 | val_loss: 0.0312305 | Time: 2066.85 ms [2022-02-10 08:21:28 main:574] : INFO : Epoch 1556 | loss: 0.0312273 | val_loss: 0.0312294 | Time: 2070.03 ms [2022-02-10 08:21:30 main:574] : INFO : Epoch 1557 | loss: 0.0312271 | val_loss: 0.0312273 | Time: 2095.16 ms [2022-02-10 08:21:32 main:574] : INFO : Epoch 1558 | loss: 0.0312281 | val_loss: 0.0312285 | Time: 2082.32 ms [2022-02-10 08:21:34 main:574] : INFO : Epoch 1559 | loss: 0.0312264 | val_loss: 0.0312281 | Time: 2067.77 ms [2022-02-10 08:21:36 main:574] : INFO : Epoch 1560 | loss: 0.0312309 | val_loss: 0.0312279 | Time: 2078.9 ms [2022-02-10 08:21:38 main:574] : INFO : Epoch 1561 | loss: 0.0312293 | val_loss: 0.0312282 | Time: 2076.45 ms [2022-02-10 08:21:40 main:574] : INFO : Epoch 1562 | loss: 0.0312274 | val_loss: 0.0312266 | Time: 2043.99 ms [2022-02-10 08:21:42 main:574] : INFO : Epoch 1563 | loss: 0.0312276 | val_loss: 0.0312273 | Time: 2057.49 ms [2022-02-10 08:21:44 main:574] : INFO : Epoch 1564 | loss: 0.031228 | val_loss: 0.0312317 | Time: 2076.49 ms [2022-02-10 08:21:46 main:574] : INFO : Epoch 1565 | loss: 0.0312285 | val_loss: 0.0312284 | Time: 2084.34 ms [2022-02-10 08:21:48 main:574] : INFO : Epoch 1566 | loss: 0.0312267 | val_loss: 0.03123 | Time: 2094.3 ms [2022-02-10 08:21:50 main:574] : INFO : Epoch 1567 | loss: 0.0312268 | val_loss: 0.0312296 | Time: 2097.2 ms [2022-02-10 08:21:53 main:574] : INFO : Epoch 1568 | loss: 0.0312303 | val_loss: 0.0312285 | Time: 2090.88 ms [2022-02-10 08:21:55 main:574] : INFO : Epoch 1569 | loss: 0.0312271 | val_loss: 0.031227 | Time: 2080.74 ms [2022-02-10 08:21:57 main:574] : INFO : Epoch 1570 | loss: 0.0312268 | val_loss: 0.0312269 | Time: 2087.3 ms [2022-02-10 08:21:59 main:574] : INFO : Epoch 1571 | loss: 0.0312275 | val_loss: 0.031227 | Time: 2075.4 ms [2022-02-10 08:22:01 main:574] : INFO : Epoch 1572 | loss: 0.0312297 | val_loss: 0.0312274 | Time: 2064.93 ms [2022-02-10 08:22:03 main:574] : INFO : Epoch 1573 | loss: 0.03123 | val_loss: 0.0312345 | Time: 2057.82 ms [2022-02-10 08:22:05 main:574] : INFO : Epoch 1574 | loss: 0.0312263 | val_loss: 0.0312288 | Time: 2067.57 ms [2022-02-10 08:22:07 main:574] : INFO : Epoch 1575 | loss: 0.0312279 | val_loss: 0.0312348 | Time: 2032.77 ms [2022-02-10 08:22:09 main:574] : INFO : Epoch 1576 | loss: 0.0312303 | val_loss: 0.0312312 | Time: 2079.61 ms [2022-02-10 08:22:11 main:574] : INFO : Epoch 1577 | loss: 0.0312273 | val_loss: 0.0312273 | Time: 2080.99 ms [2022-02-10 08:22:13 main:574] : INFO : Epoch 1578 | loss: 0.0312266 | val_loss: 0.03123 | Time: 2090.48 ms [2022-02-10 08:22:15 main:574] : INFO : Epoch 1579 | loss: 0.0312271 | val_loss: 0.031227 | Time: 2068.57 ms [2022-02-10 08:22:17 main:574] : INFO : Epoch 1580 | loss: 0.0312269 | val_loss: 0.0312282 | Time: 2096.09 ms [2022-02-10 08:22:20 main:574] : INFO : Epoch 1581 | loss: 0.0312317 | val_loss: 0.0312268 | Time: 2100.4 ms [2022-02-10 08:22:22 main:574] : INFO : Epoch 1582 | loss: 0.0312288 | val_loss: 0.0312284 | Time: 2087.45 ms [2022-02-10 08:22:24 main:574] : INFO : Epoch 1583 | loss: 0.0312254 | val_loss: 0.0312264 | Time: 2053.27 ms [2022-02-10 08:22:26 main:574] : INFO : Epoch 1584 | loss: 0.0312279 | val_loss: 0.0312352 | Time: 2079.73 ms [2022-02-10 08:22:28 main:574] : INFO : Epoch 1585 | loss: 0.0312302 | val_loss: 0.0312302 | Time: 2058.98 ms [2022-02-10 08:22:30 main:574] : INFO : Epoch 1586 | loss: 0.0312314 | val_loss: 0.0312279 | Time: 2089.07 ms [2022-02-10 08:22:32 main:574] : INFO : Epoch 1587 | loss: 0.0312279 | val_loss: 0.031231 | Time: 2084.17 ms [2022-02-10 08:22:34 main:574] : INFO : Epoch 1588 | loss: 0.0312268 | val_loss: 0.0312262 | Time: 2085.33 ms [2022-02-10 08:22:36 main:574] : INFO : Epoch 1589 | loss: 0.0312259 | val_loss: 0.0312269 | Time: 2067.77 ms [2022-02-10 08:22:38 main:574] : INFO : Epoch 1590 | loss: 0.0312264 | val_loss: 0.0312273 | Time: 2080.91 ms [2022-02-10 08:22:40 main:574] : INFO : Epoch 1591 | loss: 0.0312249 | val_loss: 0.0312266 | Time: 2091.28 ms [2022-02-10 08:22:42 main:574] : INFO : Epoch 1592 | loss: 0.0312248 | val_loss: 0.0312287 | Time: 2098.83 ms [2022-02-10 08:22:44 main:574] : INFO : Epoch 1593 | loss: 0.0312257 | val_loss: 0.0312257 | Time: 2085.13 ms [2022-02-10 08:22:47 main:574] : INFO : Epoch 1594 | loss: 0.0312273 | val_loss: 0.0312267 | Time: 2076.66 ms [2022-02-10 08:22:49 main:574] : INFO : Epoch 1595 | loss: 0.031225 | val_loss: 0.0312296 | Time: 2085.15 ms [2022-02-10 08:22:51 main:574] : INFO : Epoch 1596 | loss: 0.0312265 | val_loss: 0.0312269 | Time: 2077.47 ms [2022-02-10 08:22:53 main:574] : INFO : Epoch 1597 | loss: 0.0312256 | val_loss: 0.0312273 | Time: 2100.35 ms [2022-02-10 08:22:55 main:574] : INFO : Epoch 1598 | loss: 0.031226 | val_loss: 0.0312313 | Time: 2081.61 ms [2022-02-10 08:22:57 main:574] : INFO : Epoch 1599 | loss: 0.0312269 | val_loss: 0.0312265 | Time: 2071.27 ms [2022-02-10 08:22:59 main:574] : INFO : Epoch 1600 | loss: 0.0312253 | val_loss: 0.0312285 | Time: 2058.66 ms [2022-02-10 08:23:01 main:574] : INFO : Epoch 1601 | loss: 0.0312255 | val_loss: 0.031227 | Time: 2068.31 ms [2022-02-10 08:23:03 main:574] : INFO : Epoch 1602 | loss: 0.031226 | val_loss: 0.0312253 | Time: 2093.26 ms [2022-02-10 08:23:05 main:574] : INFO : Epoch 1603 | loss: 0.0312264 | val_loss: 0.0312251 | Time: 2079.11 ms [2022-02-10 08:23:07 main:574] : INFO : Epoch 1604 | loss: 0.0312267 | val_loss: 0.0312266 | Time: 2101.9 ms [2022-02-10 08:23:09 main:574] : INFO : Epoch 1605 | loss: 0.0312264 | val_loss: 0.0312244 | Time: 2089.09 ms [2022-02-10 08:23:12 main:574] : INFO : Epoch 1606 | loss: 0.0312267 | val_loss: 0.0312264 | Time: 2051.49 ms [2022-02-10 08:23:14 main:574] : INFO : Epoch 1607 | loss: 0.0312267 | val_loss: 0.0312323 | Time: 2084.52 ms [2022-02-10 08:23:16 main:574] : INFO : Epoch 1608 | loss: 0.0312271 | val_loss: 0.0312251 | Time: 2078.72 ms [2022-02-10 08:23:18 main:574] : INFO : Epoch 1609 | loss: 0.0312235 | val_loss: 0.0312233 | Time: 2066.67 ms [2022-02-10 08:23:20 main:574] : INFO : Epoch 1610 | loss: 0.0312226 | val_loss: 0.0312232 | Time: 2051.38 ms [2022-02-10 08:23:22 main:574] : INFO : Epoch 1611 | loss: 0.0312232 | val_loss: 0.0312249 | Time: 2086.96 ms [2022-02-10 08:23:24 main:574] : INFO : Epoch 1612 | loss: 0.0312274 | val_loss: 0.0312294 | Time: 2063.36 ms [2022-02-10 08:23:26 main:574] : INFO : Epoch 1613 | loss: 0.0312267 | val_loss: 0.0312233 | Time: 2064.06 ms [2022-02-10 08:23:28 main:574] : INFO : Epoch 1614 | loss: 0.0312226 | val_loss: 0.031223 | Time: 2078.96 ms [2022-02-10 08:23:30 main:574] : INFO : Epoch 1615 | loss: 0.0312215 | val_loss: 0.0312238 | Time: 2083.9 ms [2022-02-10 08:23:32 main:574] : INFO : Epoch 1616 | loss: 0.0312208 | val_loss: 0.0312259 | Time: 2062.96 ms [2022-02-10 08:23:34 main:574] : INFO : Epoch 1617 | loss: 0.031223 | val_loss: 0.0312264 | Time: 2099.78 ms [2022-02-10 08:23:36 main:574] : INFO : Epoch 1618 | loss: 0.0312215 | val_loss: 0.0312235 | Time: 2089.75 ms [2022-02-10 08:23:38 main:574] : INFO : Epoch 1619 | loss: 0.0312211 | val_loss: 0.0312214 | Time: 2041.17 ms [2022-02-10 08:23:41 main:574] : INFO : Epoch 1620 | loss: 0.0312199 | val_loss: 0.0312201 | Time: 2071.54 ms [2022-02-10 08:23:43 main:574] : INFO : Epoch 1621 | loss: 0.0312188 | val_loss: 0.0312251 | Time: 2049.91 ms [2022-02-10 08:23:45 main:574] : INFO : Epoch 1622 | loss: 0.0312191 | val_loss: 0.0312224 | Time: 2077.66 ms [2022-02-10 08:23:47 main:574] : INFO : Epoch 1623 | loss: 0.0312178 | val_loss: 0.0312192 | Time: 2078.92 ms [2022-02-10 08:23:49 main:574] : INFO : Epoch 1624 | loss: 0.0312187 | val_loss: 0.0312221 | Time: 2072.59 ms [2022-02-10 08:23:51 main:574] : INFO : Epoch 1625 | loss: 0.0312225 | val_loss: 0.0312223 | Time: 2051.53 ms [2022-02-10 08:23:53 main:574] : INFO : Epoch 1626 | loss: 0.0312221 | val_loss: 0.0312205 | Time: 2597.39 ms [2022-02-10 08:23:56 main:574] : INFO : Epoch 1627 | loss: 0.0312211 | val_loss: 0.0312201 | Time: 2022.41 ms [2022-02-10 08:23:58 main:574] : INFO : Epoch 1628 | loss: 0.031222 | val_loss: 0.0312199 | Time: 2084.75 ms [2022-02-10 08:24:00 main:574] : INFO : Epoch 1629 | loss: 0.03122 | val_loss: 0.0312188 | Time: 2095.09 ms [2022-02-10 08:24:02 main:574] : INFO : Epoch 1630 | loss: 0.0312195 | val_loss: 0.0312201 | Time: 2064.09 ms [2022-02-10 08:24:04 main:574] : INFO : Epoch 1631 | loss: 0.031218 | val_loss: 0.0312157 | Time: 2073.14 ms [2022-02-10 08:24:06 main:574] : INFO : Epoch 1632 | loss: 0.0312177 | val_loss: 0.0312167 | Time: 2080.13 ms [2022-02-10 08:24:08 main:574] : INFO : Epoch 1633 | loss: 0.0312214 | val_loss: 0.0312197 | Time: 2071.68 ms [2022-02-10 08:24:10 main:574] : INFO : Epoch 1634 | loss: 0.0312216 | val_loss: 0.0312255 | Time: 2081.93 ms [2022-02-10 08:24:12 main:574] : INFO : Epoch 1635 | loss: 0.0312206 | val_loss: 0.0312173 | Time: 2104.73 ms [2022-02-10 08:24:14 main:574] : INFO : Epoch 1636 | loss: 0.0312183 | val_loss: 0.0312171 | Time: 2080.64 ms [2022-02-10 08:24:16 main:574] : INFO : Epoch 1637 | loss: 0.0312178 | val_loss: 0.0312155 | Time: 2070.19 ms [2022-02-10 08:24:18 main:574] : INFO : Epoch 1638 | loss: 0.0312173 | val_loss: 0.0312183 | Time: 2105.98 ms [2022-02-10 08:24:21 main:574] : INFO : Epoch 1639 | loss: 0.0312197 | val_loss: 0.0312163 | Time: 2078.4 ms [2022-02-10 08:24:23 main:574] : INFO : Epoch 1640 | loss: 0.0312209 | val_loss: 0.0312141 | Time: 2069.72 ms [2022-02-10 08:24:25 main:574] : INFO : Epoch 1641 | loss: 0.0312179 | val_loss: 0.0312133 | Time: 2086.25 ms [2022-02-10 08:24:27 main:574] : INFO : Epoch 1642 | loss: 0.0312169 | val_loss: 0.0312131 | Time: 2090.15 ms [2022-02-10 08:24:29 main:574] : INFO : Epoch 1643 | loss: 0.0312205 | val_loss: 0.0312146 | Time: 2081.94 ms [2022-02-10 08:24:31 main:574] : INFO : Epoch 1644 | loss: 0.0312178 | val_loss: 0.0312122 | Time: 2048.99 ms [2022-02-10 08:24:33 main:574] : INFO : Epoch 1645 | loss: 0.0312182 | val_loss: 0.0312136 | Time: 2081.98 ms [2022-02-10 08:24:35 main:574] : INFO : Epoch 1646 | loss: 0.0312165 | val_loss: 0.0312112 | Time: 2080.26 ms [2022-02-10 08:24:37 main:574] : INFO : Epoch 1647 | loss: 0.0312161 | val_loss: 0.0312136 | Time: 2063.26 ms [2022-02-10 08:24:39 main:574] : INFO : Epoch 1648 | loss: 0.031214 | val_loss: 0.0312104 | Time: 2069.72 ms [2022-02-10 08:24:41 main:574] : INFO : Epoch 1649 | loss: 0.0312119 | val_loss: 0.0312134 | Time: 2067.48 ms [2022-02-10 08:24:43 main:574] : INFO : Epoch 1650 | loss: 0.0312128 | val_loss: 0.0312136 | Time: 2069.52 ms [2022-02-10 08:24:45 main:574] : INFO : Epoch 1651 | loss: 0.0312124 | val_loss: 0.0312106 | Time: 2052.25 ms [2022-02-10 08:24:47 main:574] : INFO : Epoch 1652 | loss: 0.0312134 | val_loss: 0.0312112 | Time: 1988.62 ms [2022-02-10 08:24:49 main:574] : INFO : Epoch 1653 | loss: 0.0312136 | val_loss: 0.0312096 | Time: 2085.74 ms [2022-02-10 08:24:52 main:574] : INFO : Epoch 1654 | loss: 0.0312117 | val_loss: 0.0312114 | Time: 2070.25 ms [2022-02-10 08:24:54 main:574] : INFO : Epoch 1655 | loss: 0.0312117 | val_loss: 0.0312087 | Time: 2075.91 ms [2022-02-10 08:24:56 main:574] : INFO : Epoch 1656 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 2087.3 ms [2022-02-10 08:24:58 main:574] : INFO : Epoch 1657 | loss: 0.0312117 | val_loss: 0.0312187 | Time: 2064.43 ms [2022-02-10 08:25:00 main:574] : INFO : Epoch 1658 | loss: 0.0312118 | val_loss: 0.031211 | Time: 2091.78 ms [2022-02-10 08:25:02 main:574] : INFO : Epoch 1659 | loss: 0.0312115 | val_loss: 0.0312102 | Time: 2069.68 ms [2022-02-10 08:25:04 main:574] : INFO : Epoch 1660 | loss: 0.0312096 | val_loss: 0.0312085 | Time: 2085.84 ms [2022-02-10 08:25:06 main:574] : INFO : Epoch 1661 | loss: 0.0312096 | val_loss: 0.0312082 | Time: 2082.98 ms [2022-02-10 08:25:08 main:574] : INFO : Epoch 1662 | loss: 0.0312102 | val_loss: 0.0312111 | Time: 2078.02 ms [2022-02-10 08:25:10 main:574] : INFO : Epoch 1663 | loss: 0.0312105 | val_loss: 0.0312082 | Time: 2085.05 ms [2022-02-10 08:25:12 main:574] : INFO : Epoch 1664 | loss: 0.0312103 | val_loss: 0.0312078 | Time: 2079.86 ms [2022-02-10 08:25:14 main:574] : INFO : Epoch 1665 | loss: 0.0312105 | val_loss: 0.0312094 | Time: 2094.21 ms [2022-02-10 08:25:17 main:574] : INFO : Epoch 1666 | loss: 0.0312099 | val_loss: 0.0312105 | Time: 2083.49 ms [2022-02-10 08:25:19 main:574] : INFO : Epoch 1667 | loss: 0.0312123 | val_loss: 0.0312114 | Time: 2093.56 ms [2022-02-10 08:25:21 main:574] : INFO : Epoch 1668 | loss: 0.031211 | val_loss: 0.0312077 | Time: 2078.37 ms [2022-02-10 08:25:23 main:574] : INFO : Epoch 1669 | loss: 0.0312088 | val_loss: 0.0312077 | Time: 2078.79 ms [2022-02-10 08:25:25 main:574] : INFO : Epoch 1670 | loss: 0.0312078 | val_loss: 0.031207 | Time: 2087.96 ms [2022-02-10 08:25:27 main:574] : INFO : Epoch 1671 | loss: 0.031208 | val_loss: 0.0312073 | Time: 2086.71 ms [2022-02-10 08:25:29 main:574] : INFO : Epoch 1672 | loss: 0.031208 | val_loss: 0.0312081 | Time: 2067.13 ms [2022-02-10 08:25:31 main:574] : INFO : Epoch 1673 | loss: 0.0312088 | val_loss: 0.0312062 | Time: 2082.08 ms [2022-02-10 08:25:33 main:574] : INFO : Epoch 1674 | loss: 0.0312107 | val_loss: 0.0312068 | Time: 2069.97 ms [2022-02-10 08:25:35 main:574] : INFO : Epoch 1675 | loss: 0.0312105 | val_loss: 0.0312074 | Time: 2087.31 ms [2022-02-10 08:25:37 main:574] : INFO : Epoch 1676 | loss: 0.031214 | val_loss: 0.0312164 | Time: 2082.52 ms [2022-02-10 08:25:39 main:574] : INFO : Epoch 1677 | loss: 0.0312097 | val_loss: 0.0312111 | Time: 2072.08 ms [2022-02-10 08:25:41 main:574] : INFO : Epoch 1678 | loss: 0.0312126 | val_loss: 0.0312089 | Time: 2057.67 ms [2022-02-10 08:25:44 main:574] : INFO : Epoch 1679 | loss: 0.0312134 | val_loss: 0.0312086 | Time: 2063.68 ms [2022-02-10 08:25:46 main:574] : INFO : Epoch 1680 | loss: 0.0312179 | val_loss: 0.0312197 | Time: 2096.26 ms [2022-02-10 08:25:48 main:574] : INFO : Epoch 1681 | loss: 0.0312126 | val_loss: 0.0312083 | Time: 2088.11 ms [2022-02-10 08:25:50 main:574] : INFO : Epoch 1682 | loss: 0.0312078 | val_loss: 0.0312069 | Time: 2082.3 ms [2022-02-10 08:25:52 main:574] : INFO : Epoch 1683 | loss: 0.0312093 | val_loss: 0.0312164 | Time: 2070.63 ms [2022-02-10 08:25:54 main:574] : INFO : Epoch 1684 | loss: 0.0312136 | val_loss: 0.0312126 | Time: 2087.36 ms [2022-02-10 08:25:56 main:574] : INFO : Epoch 1685 | loss: 0.0312102 | val_loss: 0.0312082 | Time: 2063.25 ms [2022-02-10 08:25:58 main:574] : INFO : Epoch 1686 | loss: 0.03121 | val_loss: 0.0312083 | Time: 2062.03 ms [2022-02-10 08:26:00 main:574] : INFO : Epoch 1687 | loss: 0.0312095 | val_loss: 0.0312075 | Time: 2084.9 ms [2022-02-10 08:26:02 main:574] : INFO : Epoch 1688 | loss: 0.0312081 | val_loss: 0.0312071 | Time: 2081.99 ms [2022-02-10 08:26:04 main:574] : INFO : Epoch 1689 | loss: 0.0312093 | val_loss: 0.0312078 | Time: 2075.88 ms [2022-02-10 08:26:06 main:574] : INFO : Epoch 1690 | loss: 0.0312153 | val_loss: 0.0312129 | Time: 2071.59 ms [2022-02-10 08:26:08 main:574] : INFO : Epoch 1691 | loss: 0.0312191 | val_loss: 0.031219 | Time: 2051.51 ms [2022-02-10 08:26:11 main:574] : INFO : Epoch 1692 | loss: 0.0312208 | val_loss: 0.0312191 | Time: 2073.82 ms [2022-02-10 08:26:13 main:574] : INFO : Epoch 1693 | loss: 0.0312205 | val_loss: 0.0312162 | Time: 2102.44 ms [2022-02-10 08:26:15 main:574] : INFO : Epoch 1694 | loss: 0.0312187 | val_loss: 0.0312154 | Time: 2068.87 ms [2022-02-10 08:26:17 main:574] : INFO : Epoch 1695 | loss: 0.0312207 | val_loss: 0.0312134 | Time: 2081.68 ms [2022-02-10 08:26:19 main:574] : INFO : Epoch 1696 | loss: 0.031217 | val_loss: 0.0312131 | Time: 2092.8 ms [2022-02-10 08:26:21 main:574] : INFO : Epoch 1697 | loss: 0.0312165 | val_loss: 0.0312137 | Time: 2089.14 ms [2022-02-10 08:26:23 main:574] : INFO : Epoch 1698 | loss: 0.0312158 | val_loss: 0.0312123 | Time: 2061.13 ms [2022-02-10 08:26:25 main:574] : INFO : Epoch 1699 | loss: 0.0312158 | val_loss: 0.031215 | Time: 2076.87 ms [2022-02-10 08:26:27 main:574] : INFO : Epoch 1700 | loss: 0.0312176 | val_loss: 0.0312147 | Time: 2079.24 ms [2022-02-10 08:26:29 main:574] : INFO : Epoch 1701 | loss: 0.0312174 | val_loss: 0.0312134 | Time: 2061.3 ms [2022-02-10 08:26:31 main:574] : INFO : Epoch 1702 | loss: 0.0312201 | val_loss: 0.0312172 | Time: 2072.01 ms [2022-02-10 08:26:33 main:574] : INFO : Epoch 1703 | loss: 0.031219 | val_loss: 0.0312126 | Time: 2095.62 ms [2022-02-10 08:26:35 main:574] : INFO : Epoch 1704 | loss: 0.0312142 | val_loss: 0.031209 | Time: 2034.76 ms [2022-02-10 08:26:38 main:574] : INFO : Epoch 1705 | loss: 0.031213 | val_loss: 0.0312072 | Time: 2059.4 ms [2022-02-10 08:26:40 main:574] : INFO : Epoch 1706 | loss: 0.0312141 | val_loss: 0.0312073 | Time: 2085.13 ms [2022-02-10 08:26:42 main:574] : INFO : Epoch 1707 | loss: 0.0312127 | val_loss: 0.0312073 | Time: 2101.86 ms [2022-02-10 08:26:44 main:574] : INFO : Epoch 1708 | loss: 0.0312129 | val_loss: 0.0312089 | Time: 2096.98 ms [2022-02-10 08:26:46 main:574] : INFO : Epoch 1709 | loss: 0.031215 | val_loss: 0.0312087 | Time: 2093.32 ms [2022-02-10 08:26:48 main:574] : INFO : Epoch 1710 | loss: 0.031215 | val_loss: 0.0312115 | Time: 2058.37 ms [2022-02-10 08:26:50 main:574] : INFO : Epoch 1711 | loss: 0.0312149 | val_loss: 0.0312129 | Time: 2069.75 ms [2022-02-10 08:26:52 main:574] : INFO : Epoch 1712 | loss: 0.0312141 | val_loss: 0.0312104 | Time: 2065.46 ms [2022-02-10 08:26:54 main:574] : INFO : Epoch 1713 | loss: 0.031213 | val_loss: 0.0312082 | Time: 2062.51 ms [2022-02-10 08:26:56 main:574] : INFO : Epoch 1714 | loss: 0.0312123 | val_loss: 0.0312112 | Time: 2093.03 ms [2022-02-10 08:26:58 main:574] : INFO : Epoch 1715 | loss: 0.0312123 | val_loss: 0.031207 | Time: 2104.05 ms [2022-02-10 08:27:00 main:574] : INFO : Epoch 1716 | loss: 0.0312126 | val_loss: 0.0312067 | Time: 2082.08 ms [2022-02-10 08:27:03 main:574] : INFO : Epoch 1717 | loss: 0.0312111 | val_loss: 0.0312075 | Time: 2089.62 ms [2022-02-10 08:27:05 main:574] : INFO : Epoch 1718 | loss: 0.0312123 | val_loss: 0.0312087 | Time: 2069.7 ms [2022-02-10 08:27:07 main:574] : INFO : Epoch 1719 | loss: 0.0312127 | val_loss: 0.0312067 | Time: 2075.68 ms [2022-02-10 08:27:09 main:574] : INFO : Epoch 1720 | loss: 0.0312104 | val_loss: 0.0312067 | Time: 2063.27 ms [2022-02-10 08:27:11 main:574] : INFO : Epoch 1721 | loss: 0.031211 | val_loss: 0.0312062 | Time: 2078.11 ms [2022-02-10 08:27:13 main:574] : INFO : Epoch 1722 | loss: 0.0312096 | val_loss: 0.0312052 | Time: 2078.75 ms [2022-02-10 08:27:15 main:574] : INFO : Epoch 1723 | loss: 0.03121 | val_loss: 0.0312086 | Time: 2063.83 ms [2022-02-10 08:27:17 main:574] : INFO : Epoch 1724 | loss: 0.0312104 | val_loss: 0.0312043 | Time: 2080.33 ms [2022-02-10 08:27:19 main:574] : INFO : Epoch 1725 | loss: 0.0312103 | val_loss: 0.03121 | Time: 2072.41 ms [2022-02-10 08:27:21 main:574] : INFO : Epoch 1726 | loss: 0.0312105 | val_loss: 0.0312062 | Time: 2090.04 ms [2022-02-10 08:27:23 main:574] : INFO : Epoch 1727 | loss: 0.0312101 | val_loss: 0.0312045 | Time: 2049.35 ms [2022-02-10 08:27:25 main:574] : INFO : Epoch 1728 | loss: 0.0312088 | val_loss: 0.0312039 | Time: 2109.18 ms [2022-02-10 08:27:27 main:574] : INFO : Epoch 1729 | loss: 0.0312083 | val_loss: 0.0312043 | Time: 2082.06 ms [2022-02-10 08:27:30 main:574] : INFO : Epoch 1730 | loss: 0.0312091 | val_loss: 0.0312088 | Time: 2110.24 ms [2022-02-10 08:27:32 main:574] : INFO : Epoch 1731 | loss: 0.031208 | val_loss: 0.0312039 | Time: 2067.05 ms [2022-02-10 08:27:34 main:574] : INFO : Epoch 1732 | loss: 0.0312099 | val_loss: 0.0312121 | Time: 2079.17 ms [2022-02-10 08:27:36 main:574] : INFO : Epoch 1733 | loss: 0.0312117 | val_loss: 0.0312064 | Time: 2066.62 ms [2022-02-10 08:27:38 main:574] : INFO : Epoch 1734 | loss: 0.031211 | val_loss: 0.0312054 | Time: 2079.69 ms [2022-02-10 08:27:40 main:574] : INFO : Epoch 1735 | loss: 0.0312075 | val_loss: 0.0312039 | Time: 2077.82 ms [2022-02-10 08:27:42 main:574] : INFO : Epoch 1736 | loss: 0.0312075 | val_loss: 0.0312082 | Time: 2077.42 ms [2022-02-10 08:27:44 main:574] : INFO : Epoch 1737 | loss: 0.0312098 | val_loss: 0.0312037 | Time: 2084.04 ms [2022-02-10 08:27:46 main:574] : INFO : Epoch 1738 | loss: 0.0312065 | val_loss: 0.0312047 | Time: 2079.22 ms [2022-02-10 08:27:48 main:574] : INFO : Epoch 1739 | loss: 0.0312066 | val_loss: 0.0312033 | Time: 2090.82 ms [2022-02-10 08:27:50 main:574] : INFO : Epoch 1740 | loss: 0.0312067 | val_loss: 0.0312038 | Time: 2157.58 ms [2022-02-10 08:27:53 main:574] : INFO : Epoch 1741 | loss: 0.0312067 | val_loss: 0.0312033 | Time: 2088.82 ms [2022-02-10 08:27:55 main:574] : INFO : Epoch 1742 | loss: 0.0312067 | val_loss: 0.031204 | Time: 2060.49 ms [2022-02-10 08:27:57 main:574] : INFO : Epoch 1743 | loss: 0.0312062 | val_loss: 0.0312042 | Time: 2058.85 ms [2022-02-10 08:27:59 main:574] : INFO : Epoch 1744 | loss: 0.0312062 | val_loss: 0.031202 | Time: 2072.88 ms [2022-02-10 08:28:01 main:574] : INFO : Epoch 1745 | loss: 0.0312059 | val_loss: 0.0312025 | Time: 2068.93 ms [2022-02-10 08:28:03 main:574] : INFO : Epoch 1746 | loss: 0.0312055 | val_loss: 0.031202 | Time: 2077.13 ms [2022-02-10 08:28:05 main:574] : INFO : Epoch 1747 | loss: 0.0312062 | val_loss: 0.031204 | Time: 2069.91 ms [2022-02-10 08:28:07 main:574] : INFO : Epoch 1748 | loss: 0.0312063 | val_loss: 0.0312027 | Time: 2078.58 ms [2022-02-10 08:28:09 main:574] : INFO : Epoch 1749 | loss: 0.0312086 | val_loss: 0.0312029 | Time: 2079.11 ms [2022-02-10 08:28:11 main:574] : INFO : Epoch 1750 | loss: 0.0312084 | val_loss: 0.0312056 | Time: 2085.05 ms [2022-02-10 08:28:13 main:574] : INFO : Epoch 1751 | loss: 0.0312055 | val_loss: 0.0312034 | Time: 2056.17 ms [2022-02-10 08:28:15 main:574] : INFO : Epoch 1752 | loss: 0.0312069 | val_loss: 0.0312022 | Time: 2063.39 ms [2022-02-10 08:28:17 main:574] : INFO : Epoch 1753 | loss: 0.0312099 | val_loss: 0.0312025 | Time: 2079.58 ms [2022-02-10 08:28:19 main:574] : INFO : Epoch 1754 | loss: 0.0312061 | val_loss: 0.0312005 | Time: 2069.58 ms [2022-02-10 08:28:22 main:574] : INFO : Epoch 1755 | loss: 0.0312046 | val_loss: 0.031204 | Time: 2063.89 ms [2022-02-10 08:28:24 main:574] : INFO : Epoch 1756 | loss: 0.0312041 | val_loss: 0.031201 | Time: 2494.18 ms [2022-02-10 08:28:26 main:574] : INFO : Epoch 1757 | loss: 0.0312028 | val_loss: 0.0311996 | Time: 2076.37 ms [2022-02-10 08:28:28 main:574] : INFO : Epoch 1758 | loss: 0.0312037 | val_loss: 0.0312009 | Time: 2080.1 ms [2022-02-10 08:28:30 main:574] : INFO : Epoch 1759 | loss: 0.0312015 | val_loss: 0.0311994 | Time: 2082.23 ms [2022-02-10 08:28:32 main:574] : INFO : Epoch 1760 | loss: 0.0312029 | val_loss: 0.0312008 | Time: 2077.95 ms [2022-02-10 08:28:34 main:574] : INFO : Epoch 1761 | loss: 0.0312039 | val_loss: 0.0312047 | Time: 2098.74 ms [2022-02-10 08:28:37 main:574] : INFO : Epoch 1762 | loss: 0.0312019 | val_loss: 0.0312013 | Time: 2087.42 ms [2022-02-10 08:28:39 main:574] : INFO : Epoch 1763 | loss: 0.0312018 | val_loss: 0.0311987 | Time: 2087.86 ms [2022-02-10 08:28:41 main:574] : INFO : Epoch 1764 | loss: 0.0312044 | val_loss: 0.031204 | Time: 2084.53 ms [2022-02-10 08:28:43 main:574] : INFO : Epoch 1765 | loss: 0.0312039 | val_loss: 0.0312039 | Time: 2058.22 ms [2022-02-10 08:28:45 main:574] : INFO : Epoch 1766 | loss: 0.0312045 | val_loss: 0.0312009 | Time: 2068.59 ms [2022-02-10 08:28:47 main:574] : INFO : Epoch 1767 | loss: 0.0312017 | val_loss: 0.0311984 | Time: 2090.75 ms [2022-02-10 08:28:49 main:574] : INFO : Epoch 1768 | loss: 0.0312011 | val_loss: 0.0311986 | Time: 2071.55 ms [2022-02-10 08:28:51 main:574] : INFO : Epoch 1769 | loss: 0.0312007 | val_loss: 0.0312002 | Time: 2075.66 ms [2022-02-10 08:28:53 main:574] : INFO : Epoch 1770 | loss: 0.0312006 | val_loss: 0.0311992 | Time: 2082.78 ms [2022-02-10 08:28:55 main:574] : INFO : Epoch 1771 | loss: 0.0312014 | val_loss: 0.0311995 | Time: 2057.26 ms [2022-02-10 08:28:57 main:574] : INFO : Epoch 1772 | loss: 0.0312014 | val_loss: 0.0311996 | Time: 2075.3 ms [2022-02-10 08:28:59 main:574] : INFO : Epoch 1773 | loss: 0.031202 | val_loss: 0.0311993 | Time: 2075.91 ms [2022-02-10 08:29:01 main:574] : INFO : Epoch 1774 | loss: 0.0312027 | val_loss: 0.0311989 | Time: 2075.73 ms [2022-02-10 08:29:04 main:574] : INFO : Epoch 1775 | loss: 0.0312017 | val_loss: 0.0312027 | Time: 2074.06 ms [2022-02-10 08:29:06 main:574] : INFO : Epoch 1776 | loss: 0.0312043 | val_loss: 0.0312002 | Time: 2076.05 ms [2022-02-10 08:29:08 main:574] : INFO : Epoch 1777 | loss: 0.0312014 | val_loss: 0.0312001 | Time: 2097.79 ms [2022-02-10 08:29:10 main:574] : INFO : Epoch 1778 | loss: 0.0312014 | val_loss: 0.0311998 | Time: 2076.68 ms [2022-02-10 08:29:12 main:574] : INFO : Epoch 1779 | loss: 0.0312011 | val_loss: 0.031199 | Time: 2094.92 ms [2022-02-10 08:29:14 main:574] : INFO : Epoch 1780 | loss: 0.0312025 | val_loss: 0.031201 | Time: 2064.25 ms [2022-02-10 08:29:16 main:574] : INFO : Epoch 1781 | loss: 0.0312021 | val_loss: 0.0311988 | Time: 2091.89 ms [2022-02-10 08:29:18 main:574] : INFO : Epoch 1782 | loss: 0.0312018 | val_loss: 0.0311988 | Time: 2010.45 ms [2022-02-10 08:29:20 main:574] : INFO : Epoch 1783 | loss: 0.031201 | val_loss: 0.0311987 | Time: 2085.07 ms [2022-02-10 08:29:22 main:574] : INFO : Epoch 1784 | loss: 0.0312006 | val_loss: 0.0311994 | Time: 2068.45 ms [2022-02-10 08:29:24 main:574] : INFO : Epoch 1785 | loss: 0.0312023 | val_loss: 0.0311995 | Time: 2070.15 ms [2022-02-10 08:29:26 main:574] : INFO : Epoch 1786 | loss: 0.0312004 | val_loss: 0.031203 | Time: 2078.02 ms [2022-02-10 08:29:28 main:574] : INFO : Epoch 1787 | loss: 0.0312026 | val_loss: 0.0311993 | Time: 2058.97 ms [2022-02-10 08:29:30 main:574] : INFO : Epoch 1788 | loss: 0.031201 | val_loss: 0.0312023 | Time: 2070.67 ms [2022-02-10 08:29:33 main:574] : INFO : Epoch 1789 | loss: 0.0312033 | val_loss: 0.0312001 | Time: 2041.67 ms [2022-02-10 08:29:35 main:574] : INFO : Epoch 1790 | loss: 0.0312056 | val_loss: 0.0312018 | Time: 2080.6 ms [2022-02-10 08:29:37 main:574] : INFO : Epoch 1791 | loss: 0.0312032 | val_loss: 0.0312028 | Time: 2060.25 ms [2022-02-10 08:29:39 main:574] : INFO : Epoch 1792 | loss: 0.0312045 | val_loss: 0.0312072 | Time: 2079.6 ms [2022-02-10 08:29:41 main:574] : INFO : Epoch 1793 | loss: 0.0312061 | val_loss: 0.0311987 | Time: 2067.17 ms [2022-02-10 08:29:43 main:574] : INFO : Epoch 1794 | loss: 0.0312018 | val_loss: 0.0312005 | Time: 2066.88 ms [2022-02-10 08:29:45 main:574] : INFO : Epoch 1795 | loss: 0.0312015 | val_loss: 0.0311978 | Time: 2071.36 ms [2022-02-10 08:29:47 main:574] : INFO : Epoch 1796 | loss: 0.0312012 | val_loss: 0.0311982 | Time: 2069.89 ms [2022-02-10 08:29:49 main:574] : INFO : Epoch 1797 | loss: 0.031201 | val_loss: 0.0311982 | Time: 2092.31 ms [2022-02-10 08:29:51 main:574] : INFO : Epoch 1798 | loss: 0.0312014 | val_loss: 0.0311992 | Time: 2064.19 ms [2022-02-10 08:29:53 main:574] : INFO : Epoch 1799 | loss: 0.0312016 | val_loss: 0.0311989 | Time: 2081.3 ms [2022-02-10 08:29:55 main:574] : INFO : Epoch 1800 | loss: 0.0312017 | val_loss: 0.0311988 | Time: 2085.85 ms [2022-02-10 08:29:57 main:574] : INFO : Epoch 1801 | loss: 0.0312029 | val_loss: 0.0311999 | Time: 2080.35 ms [2022-02-10 08:30:00 main:574] : INFO : Epoch 1802 | loss: 0.0312031 | val_loss: 0.0311985 | Time: 2107.89 ms [2022-02-10 08:30:02 main:574] : INFO : Epoch 1803 | loss: 0.0312027 | val_loss: 0.0312008 | Time: 2080.73 ms [2022-02-10 08:30:04 main:574] : INFO : Epoch 1804 | loss: 0.0312025 | val_loss: 0.0311983 | Time: 2067.72 ms [2022-02-10 08:30:06 main:574] : INFO : Epoch 1805 | loss: 0.0312011 | val_loss: 0.0312091 | Time: 2074.78 ms [2022-02-10 08:30:08 main:574] : INFO : Epoch 1806 | loss: 0.0312038 | val_loss: 0.0312002 | Time: 2063.57 ms [2022-02-10 08:30:10 main:574] : INFO : Epoch 1807 | loss: 0.0312044 | val_loss: 0.0311999 | Time: 2070.5 ms [2022-02-10 08:30:12 main:574] : INFO : Epoch 1808 | loss: 0.0312043 | val_loss: 0.0311983 | Time: 2022 ms [2022-02-10 08:30:14 main:574] : INFO : Epoch 1809 | loss: 0.0312006 | val_loss: 0.031199 | Time: 2056.31 ms [2022-02-10 08:30:16 main:574] : INFO : Epoch 1810 | loss: 0.0312019 | val_loss: 0.0312005 | Time: 2086.69 ms [2022-02-10 08:30:18 main:574] : INFO : Epoch 1811 | loss: 0.0312012 | val_loss: 0.0311982 | Time: 2062.15 ms [2022-02-10 08:30:20 main:574] : INFO : Epoch 1812 | loss: 0.031201 | val_loss: 0.0311991 | Time: 2077.45 ms [2022-02-10 08:30:22 main:574] : INFO : Epoch 1813 | loss: 0.0312014 | val_loss: 0.0311994 | Time: 2087.52 ms [2022-02-10 08:30:24 main:574] : INFO : Epoch 1814 | loss: 0.0312039 | val_loss: 0.0311986 | Time: 2060.43 ms [2022-02-10 08:30:26 main:574] : INFO : Epoch 1815 | loss: 0.0312101 | val_loss: 0.0312045 | Time: 2076.53 ms [2022-02-10 08:30:29 main:574] : INFO : Epoch 1816 | loss: 0.031203 | val_loss: 0.0311997 | Time: 2108.32 ms [2022-02-10 08:30:31 main:574] : INFO : Epoch 1817 | loss: 0.0312013 | val_loss: 0.0312019 | Time: 2091.24 ms [2022-02-10 08:30:33 main:574] : INFO : Epoch 1818 | loss: 0.0312015 | val_loss: 0.0311994 | Time: 2077.01 ms [2022-02-10 08:30:35 main:574] : INFO : Epoch 1819 | loss: 0.0312022 | val_loss: 0.031199 | Time: 2070.6 ms [2022-02-10 08:30:37 main:574] : INFO : Epoch 1820 | loss: 0.0312019 | val_loss: 0.0311992 | Time: 2063.18 ms [2022-02-10 08:30:39 main:574] : INFO : Epoch 1821 | loss: 0.0312005 | val_loss: 0.0311982 | Time: 2073.45 ms [2022-02-10 08:30:41 main:574] : INFO : Epoch 1822 | loss: 0.0312004 | val_loss: 0.0311976 | Time: 2058.35 ms [2022-02-10 08:30:43 main:574] : INFO : Epoch 1823 | loss: 0.0312014 | val_loss: 0.0312023 | Time: 2080.14 ms [2022-02-10 08:30:45 main:574] : INFO : Epoch 1824 | loss: 0.0312016 | val_loss: 0.031198 | Time: 2115.07 ms [2022-02-10 08:30:47 main:574] : INFO : Epoch 1825 | loss: 0.0312002 | val_loss: 0.0311977 | Time: 2097.18 ms [2022-02-10 08:30:49 main:574] : INFO : Epoch 1826 | loss: 0.031202 | val_loss: 0.0311987 | Time: 2077.03 ms [2022-02-10 08:30:51 main:574] : INFO : Epoch 1827 | loss: 0.0312032 | val_loss: 0.0311992 | Time: 2089.04 ms [2022-02-10 08:30:54 main:574] : INFO : Epoch 1828 | loss: 0.0312017 | val_loss: 0.031198 | Time: 2079.91 ms [2022-02-10 08:30:56 main:574] : INFO : Epoch 1829 | loss: 0.0312021 | val_loss: 0.0312024 | Time: 2060.86 ms [2022-02-10 08:30:58 main:574] : INFO : Epoch 1830 | loss: 0.0312016 | val_loss: 0.0311987 | Time: 2068.94 ms [2022-02-10 08:31:00 main:574] : INFO : Epoch 1831 | loss: 0.0312011 | val_loss: 0.0311973 | Time: 2066.86 ms [2022-02-10 08:31:02 main:574] : INFO : Epoch 1832 | loss: 0.0312013 | val_loss: 0.0311995 | Time: 2087.86 ms [2022-02-10 08:31:04 main:574] : INFO : Epoch 1833 | loss: 0.031204 | val_loss: 0.031202 | Time: 2036.54 ms [2022-02-10 08:31:06 main:574] : INFO : Epoch 1834 | loss: 0.0312018 | val_loss: 0.0312009 | Time: 2052.03 ms [2022-02-10 08:31:08 main:574] : INFO : Epoch 1835 | loss: 0.0312011 | val_loss: 0.0312 | Time: 2086.56 ms [2022-02-10 08:31:10 main:574] : INFO : Epoch 1836 | loss: 0.0312014 | val_loss: 0.0312017 | Time: 2092.37 ms [2022-02-10 08:31:12 main:574] : INFO : Epoch 1837 | loss: 0.0312005 | val_loss: 0.031199 | Time: 2059.88 ms [2022-02-10 08:31:14 main:574] : INFO : Epoch 1838 | loss: 0.0311998 | val_loss: 0.0311993 | Time: 2069.78 ms [2022-02-10 08:31:16 main:574] : INFO : Epoch 1839 | loss: 0.0312016 | val_loss: 0.0311985 | Time: 2070.4 ms [2022-02-10 08:31:18 main:574] : INFO : Epoch 1840 | loss: 0.0311998 | val_loss: 0.0311995 | Time: 2075.29 ms [2022-02-10 08:31:20 main:574] : INFO : Epoch 1841 | loss: 0.0312025 | val_loss: 0.0311974 | Time: 2044.9 ms [2022-02-10 08:31:23 main:574] : INFO : Epoch 1842 | loss: 0.0311989 | val_loss: 0.0311995 | Time: 2072.89 ms [2022-02-10 08:31:25 main:574] : INFO : Epoch 1843 | loss: 0.031199 | val_loss: 0.0311956 | Time: 2089.27 ms [2022-02-10 08:31:27 main:574] : INFO : Epoch 1844 | loss: 0.0311987 | val_loss: 0.0311959 | Time: 2065.85 ms [2022-02-10 08:31:29 main:574] : INFO : Epoch 1845 | loss: 0.0311985 | val_loss: 0.031197 | Time: 2061.76 ms [2022-02-10 08:31:31 main:574] : INFO : Epoch 1846 | loss: 0.0311986 | val_loss: 0.0311995 | Time: 2085.05 ms [2022-02-10 08:31:33 main:574] : INFO : Epoch 1847 | loss: 0.0311998 | val_loss: 0.0311951 | Time: 2084.67 ms [2022-02-10 08:31:35 main:574] : INFO : Epoch 1848 | loss: 0.0312002 | val_loss: 0.0311965 | Time: 2084.6 ms [2022-02-10 08:31:37 main:574] : INFO : Epoch 1849 | loss: 0.0311981 | val_loss: 0.0311958 | Time: 2061.6 ms [2022-02-10 08:31:39 main:574] : INFO : Epoch 1850 | loss: 0.0311976 | val_loss: 0.0311955 | Time: 2075.85 ms [2022-02-10 08:31:41 main:574] : INFO : Epoch 1851 | loss: 0.0311986 | val_loss: 0.031197 | Time: 2070.3 ms [2022-02-10 08:31:43 main:574] : INFO : Epoch 1852 | loss: 0.0312001 | val_loss: 0.0311967 | Time: 2058.57 ms [2022-02-10 08:31:45 main:574] : INFO : Epoch 1853 | loss: 0.0311983 | val_loss: 0.0311959 | Time: 2093.61 ms [2022-02-10 08:31:47 main:574] : INFO : Epoch 1854 | loss: 0.0311972 | val_loss: 0.0312005 | Time: 2079.65 ms [2022-02-10 08:31:50 main:574] : INFO : Epoch 1855 | loss: 0.0311973 | val_loss: 0.0311956 | Time: 2068.36 ms [2022-02-10 08:31:52 main:574] : INFO : Epoch 1856 | loss: 0.0311972 | val_loss: 0.0311955 | Time: 2070.76 ms [2022-02-10 08:31:54 main:574] : INFO : Epoch 1857 | loss: 0.0311978 | val_loss: 0.0312017 | Time: 2065.71 ms [2022-02-10 08:31:56 main:574] : INFO : Epoch 1858 | loss: 0.0311992 | val_loss: 0.0311964 | Time: 2058.1 ms [2022-02-10 08:31:58 main:574] : INFO : Epoch 1859 | loss: 0.0311977 | val_loss: 0.0311974 | Time: 1994.81 ms [2022-02-10 08:32:00 main:574] : INFO : Epoch 1860 | loss: 0.0311975 | val_loss: 0.0311971 | Time: 2097.33 ms [2022-02-10 08:32:02 main:574] : INFO : Epoch 1861 | loss: 0.031199 | val_loss: 0.0311994 | Time: 2077.04 ms [2022-02-10 08:32:04 main:574] : INFO : Epoch 1862 | loss: 0.0311984 | val_loss: 0.0311984 | Time: 2087.06 ms [2022-02-10 08:32:06 main:574] : INFO : Epoch 1863 | loss: 0.0311975 | val_loss: 0.0311988 | Time: 2065.68 ms [2022-02-10 08:32:08 main:574] : INFO : Epoch 1864 | loss: 0.0311992 | val_loss: 0.0311991 | Time: 2093.53 ms [2022-02-10 08:32:10 main:574] : INFO : Epoch 1865 | loss: 0.0311969 | val_loss: 0.0311968 | Time: 2064.39 ms [2022-02-10 08:32:12 main:574] : INFO : Epoch 1866 | loss: 0.0311972 | val_loss: 0.0311999 | Time: 2081.21 ms [2022-02-10 08:32:14 main:574] : INFO : Epoch 1867 | loss: 0.0311991 | val_loss: 0.0311967 | Time: 2083.75 ms [2022-02-10 08:32:16 main:574] : INFO : Epoch 1868 | loss: 0.0311978 | val_loss: 0.0311959 | Time: 2075 ms [2022-02-10 08:32:19 main:574] : INFO : Epoch 1869 | loss: 0.0311955 | val_loss: 0.0311986 | Time: 2061.03 ms [2022-02-10 08:32:21 main:574] : INFO : Epoch 1870 | loss: 0.0311956 | val_loss: 0.0311955 | Time: 2075.8 ms [2022-02-10 08:32:23 main:574] : INFO : Epoch 1871 | loss: 0.0311967 | val_loss: 0.0311953 | Time: 2115.08 ms [2022-02-10 08:32:25 main:574] : INFO : Epoch 1872 | loss: 0.0311967 | val_loss: 0.0311973 | Time: 2083.28 ms [2022-02-10 08:32:27 main:574] : INFO : Epoch 1873 | loss: 0.0311959 | val_loss: 0.0311958 | Time: 2084.64 ms [2022-02-10 08:32:29 main:574] : INFO : Epoch 1874 | loss: 0.0311967 | val_loss: 0.0311962 | Time: 2065.83 ms [2022-02-10 08:32:31 main:574] : INFO : Epoch 1875 | loss: 0.0311955 | val_loss: 0.0311972 | Time: 2075.34 ms [2022-02-10 08:32:33 main:574] : INFO : Epoch 1876 | loss: 0.0311971 | val_loss: 0.031198 | Time: 2051.38 ms [2022-02-10 08:32:35 main:574] : INFO : Epoch 1877 | loss: 0.0311961 | val_loss: 0.0312013 | Time: 2085.07 ms [2022-02-10 08:32:37 main:574] : INFO : Epoch 1878 | loss: 0.0311965 | val_loss: 0.0311953 | Time: 2087.12 ms [2022-02-10 08:32:39 main:574] : INFO : Epoch 1879 | loss: 0.0311987 | val_loss: 0.0312029 | Time: 2104.39 ms [2022-02-10 08:32:41 main:574] : INFO : Epoch 1880 | loss: 0.0311972 | val_loss: 0.0311963 | Time: 2076.06 ms [2022-02-10 08:32:44 main:574] : INFO : Epoch 1881 | loss: 0.0311953 | val_loss: 0.0311986 | Time: 2067.34 ms [2022-02-10 08:32:46 main:574] : INFO : Epoch 1882 | loss: 0.0311962 | val_loss: 0.0311958 | Time: 2059.96 ms [2022-02-10 08:32:48 main:574] : INFO : Epoch 1883 | loss: 0.0311957 | val_loss: 0.0311969 | Time: 2081.74 ms [2022-02-10 08:32:50 main:574] : INFO : Epoch 1884 | loss: 0.0311954 | val_loss: 0.0311969 | Time: 2091.7 ms [2022-02-10 08:32:52 main:574] : INFO : Epoch 1885 | loss: 0.0311955 | val_loss: 0.031201 | Time: 2348.08 ms [2022-02-10 08:32:54 main:574] : INFO : Epoch 1886 | loss: 0.0311978 | val_loss: 0.0311992 | Time: 2028.18 ms [2022-02-10 08:32:56 main:574] : INFO : Epoch 1887 | loss: 0.0311948 | val_loss: 0.031197 | Time: 2073.19 ms [2022-02-10 08:32:58 main:574] : INFO : Epoch 1888 | loss: 0.0311958 | val_loss: 0.0311966 | Time: 2070.06 ms [2022-02-10 08:33:00 main:574] : INFO : Epoch 1889 | loss: 0.0311947 | val_loss: 0.0311963 | Time: 2087.05 ms [2022-02-10 08:33:02 main:574] : INFO : Epoch 1890 | loss: 0.0311948 | val_loss: 0.0311986 | Time: 2055.91 ms [2022-02-10 08:33:04 main:574] : INFO : Epoch 1891 | loss: 0.0311953 | val_loss: 0.0311963 | Time: 2075.17 ms [2022-02-10 08:33:07 main:574] : INFO : Epoch 1892 | loss: 0.0311953 | val_loss: 0.0311955 | Time: 2059.76 ms [2022-02-10 08:33:09 main:574] : INFO : Epoch 1893 | loss: 0.0311951 | val_loss: 0.0311957 | Time: 2069.93 ms [2022-02-10 08:33:11 main:574] : INFO : Epoch 1894 | loss: 0.0311955 | val_loss: 0.0312002 | Time: 2075.36 ms [2022-02-10 08:33:13 main:574] : INFO : Epoch 1895 | loss: 0.0311964 | val_loss: 0.0311963 | Time: 2102.92 ms [2022-02-10 08:33:15 main:574] : INFO : Epoch 1896 | loss: 0.0311946 | val_loss: 0.0311976 | Time: 2081.5 ms [2022-02-10 08:33:17 main:574] : INFO : Epoch 1897 | loss: 0.0311956 | val_loss: 0.0311955 | Time: 2068.44 ms [2022-02-10 08:33:19 main:574] : INFO : Epoch 1898 | loss: 0.0311935 | val_loss: 0.0311949 | Time: 2097.39 ms [2022-02-10 08:33:21 main:574] : INFO : Epoch 1899 | loss: 0.0311954 | val_loss: 0.0311999 | Time: 2108.83 ms [2022-02-10 08:33:23 main:574] : INFO : Epoch 1900 | loss: 0.0311956 | val_loss: 0.0312 | Time: 2077.84 ms [2022-02-10 08:33:25 main:574] : INFO : Epoch 1901 | loss: 0.0311958 | val_loss: 0.031202 | Time: 2076.17 ms [2022-02-10 08:33:27 main:574] : INFO : Epoch 1902 | loss: 0.031196 | val_loss: 0.0311966 | Time: 2072.24 ms [2022-02-10 08:33:29 main:574] : INFO : Epoch 1903 | loss: 0.0311932 | val_loss: 0.0311961 | Time: 2088.42 ms [2022-02-10 08:33:32 main:574] : INFO : Epoch 1904 | loss: 0.0311962 | val_loss: 0.0311955 | Time: 2065.03 ms [2022-02-10 08:33:34 main:574] : INFO : Epoch 1905 | loss: 0.031194 | val_loss: 0.0311994 | Time: 2067.77 ms [2022-02-10 08:33:36 main:574] : INFO : Epoch 1906 | loss: 0.0311953 | val_loss: 0.0311987 | Time: 2094.98 ms [2022-02-10 08:33:38 main:574] : INFO : Epoch 1907 | loss: 0.0311969 | val_loss: 0.0311971 | Time: 2087.2 ms [2022-02-10 08:33:40 main:574] : INFO : Epoch 1908 | loss: 0.0311941 | val_loss: 0.0311957 | Time: 2073.45 ms [2022-02-10 08:33:42 main:574] : INFO : Epoch 1909 | loss: 0.0311948 | val_loss: 0.0311956 | Time: 2065.04 ms [2022-02-10 08:33:44 main:574] : INFO : Epoch 1910 | loss: 0.0311918 | val_loss: 0.0311972 | Time: 2077 ms [2022-02-10 08:33:46 main:574] : INFO : Epoch 1911 | loss: 0.0311926 | val_loss: 0.0311978 | Time: 2031.37 ms [2022-02-10 08:33:48 main:574] : INFO : Epoch 1912 | loss: 0.0311927 | val_loss: 0.0311943 | Time: 2051.62 ms [2022-02-10 08:33:50 main:574] : INFO : Epoch 1913 | loss: 0.0311944 | val_loss: 0.0311978 | Time: 2078.92 ms [2022-02-10 08:33:52 main:574] : INFO : Epoch 1914 | loss: 0.0311926 | val_loss: 0.0311959 | Time: 2059.12 ms [2022-02-10 08:33:54 main:574] : INFO : Epoch 1915 | loss: 0.0311925 | val_loss: 0.0311948 | Time: 2068.88 ms [2022-02-10 08:33:56 main:574] : INFO : Epoch 1916 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 2066.16 ms [2022-02-10 08:33:58 main:574] : INFO : Epoch 1917 | loss: 0.0311923 | val_loss: 0.0311947 | Time: 2092.34 ms [2022-02-10 08:34:01 main:574] : INFO : Epoch 1918 | loss: 0.0311906 | val_loss: 0.0311945 | Time: 2096.06 ms [2022-02-10 08:34:03 main:574] : INFO : Epoch 1919 | loss: 0.0311904 | val_loss: 0.0311952 | Time: 2063.48 ms [2022-02-10 08:34:05 main:574] : INFO : Epoch 1920 | loss: 0.0311914 | val_loss: 0.0311982 | Time: 2067.49 ms [2022-02-10 08:34:07 main:574] : INFO : Epoch 1921 | loss: 0.031194 | val_loss: 0.0311954 | Time: 2061.53 ms [2022-02-10 08:34:09 main:574] : INFO : Epoch 1922 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 2089.81 ms [2022-02-10 08:34:11 main:574] : INFO : Epoch 1923 | loss: 0.031191 | val_loss: 0.0311941 | Time: 2062.07 ms [2022-02-10 08:34:13 main:574] : INFO : Epoch 1924 | loss: 0.0311914 | val_loss: 0.0311946 | Time: 2091.89 ms [2022-02-10 08:34:15 main:574] : INFO : Epoch 1925 | loss: 0.0311906 | val_loss: 0.0311948 | Time: 2063.64 ms [2022-02-10 08:34:17 main:574] : INFO : Epoch 1926 | loss: 0.031192 | val_loss: 0.0311946 | Time: 2070.42 ms [2022-02-10 08:34:19 main:574] : INFO : Epoch 1927 | loss: 0.0311928 | val_loss: 0.0311943 | Time: 2064.58 ms [2022-02-10 08:34:21 main:574] : INFO : Epoch 1928 | loss: 0.0311921 | val_loss: 0.0311957 | Time: 2064.4 ms [2022-02-10 08:34:23 main:574] : INFO : Epoch 1929 | loss: 0.0311926 | val_loss: 0.0311976 | Time: 2099.98 ms [2022-02-10 08:34:25 main:574] : INFO : Epoch 1930 | loss: 0.0311916 | val_loss: 0.0311971 | Time: 2068.17 ms [2022-02-10 08:34:28 main:574] : INFO : Epoch 1931 | loss: 0.0311908 | val_loss: 0.0311938 | Time: 2066.99 ms [2022-02-10 08:34:30 main:574] : INFO : Epoch 1932 | loss: 0.0311909 | val_loss: 0.0311942 | Time: 2064.04 ms [2022-02-10 08:34:32 main:574] : INFO : Epoch 1933 | loss: 0.0311917 | val_loss: 0.0311953 | Time: 2099.43 ms [2022-02-10 08:34:34 main:574] : INFO : Epoch 1934 | loss: 0.0311905 | val_loss: 0.0311943 | Time: 2082.7 ms [2022-02-10 08:34:36 main:574] : INFO : Epoch 1935 | loss: 0.0311913 | val_loss: 0.0311961 | Time: 2072.51 ms [2022-02-10 08:34:38 main:574] : INFO : Epoch 1936 | loss: 0.0311915 | val_loss: 0.0311942 | Time: 2083.43 ms [2022-02-10 08:34:40 main:574] : INFO : Epoch 1937 | loss: 0.0311912 | val_loss: 0.0311941 | Time: 2046.24 ms [2022-02-10 08:34:42 main:574] : INFO : Epoch 1938 | loss: 0.0311911 | val_loss: 0.0311952 | Time: 2058.09 ms [2022-02-10 08:34:44 main:574] : INFO : Epoch 1939 | loss: 0.0311928 | val_loss: 0.0311954 | Time: 2079.01 ms [2022-02-10 08:34:46 main:574] : INFO : Epoch 1940 | loss: 0.0311915 | val_loss: 0.0311975 | Time: 2092.71 ms [2022-02-10 08:34:48 main:574] : INFO : Epoch 1941 | loss: 0.0311894 | val_loss: 0.0311942 | Time: 2072.46 ms [2022-02-10 08:34:50 main:574] : INFO : Epoch 1942 | loss: 0.0311905 | val_loss: 0.0311955 | Time: 2085.79 ms [2022-02-10 08:34:52 main:574] : INFO : Epoch 1943 | loss: 0.0311933 | val_loss: 0.0311956 | Time: 2072.45 ms [2022-02-10 08:34:55 main:574] : INFO : Epoch 1944 | loss: 0.0311932 | val_loss: 0.0311935 | Time: 2080.2 ms [2022-02-10 08:34:57 main:574] : INFO : Epoch 1945 | loss: 0.0311899 | val_loss: 0.031194 | Time: 2073.88 ms [2022-02-10 08:34:59 main:574] : INFO : Epoch 1946 | loss: 0.0311909 | val_loss: 0.0311983 | Time: 2062.1 ms [2022-02-10 08:35:01 main:574] : INFO : Epoch 1947 | loss: 0.0311912 | val_loss: 0.0311957 | Time: 2074.76 ms [2022-02-10 08:35:03 main:574] : INFO : Epoch 1948 | loss: 0.0311904 | val_loss: 0.0311935 | Time: 2077.04 ms [2022-02-10 08:35:05 main:574] : INFO : Epoch 1949 | loss: 0.0311908 | val_loss: 0.0311964 | Time: 2070.68 ms [2022-02-10 08:35:07 main:574] : INFO : Epoch 1950 | loss: 0.0311951 | val_loss: 0.0312047 | Time: 2071.78 ms [2022-02-10 08:35:09 main:574] : INFO : Epoch 1951 | loss: 0.031196 | val_loss: 0.0311944 | Time: 2086.16 ms [2022-02-10 08:35:11 main:574] : INFO : Epoch 1952 | loss: 0.0311938 | val_loss: 0.0311936 | Time: 2060.18 ms [2022-02-10 08:35:13 main:574] : INFO : Epoch 1953 | loss: 0.0311958 | val_loss: 0.031199 | Time: 2107.61 ms [2022-02-10 08:35:15 main:574] : INFO : Epoch 1954 | loss: 0.0311989 | val_loss: 0.0312039 | Time: 2042.42 ms [2022-02-10 08:35:17 main:574] : INFO : Epoch 1955 | loss: 0.0311999 | val_loss: 0.0311982 | Time: 2083.8 ms [2022-02-10 08:35:19 main:574] : INFO : Epoch 1956 | loss: 0.0311989 | val_loss: 0.0312023 | Time: 2070.42 ms [2022-02-10 08:35:21 main:574] : INFO : Epoch 1957 | loss: 0.0311984 | val_loss: 0.0312001 | Time: 2096.25 ms [2022-02-10 08:35:24 main:574] : INFO : Epoch 1958 | loss: 0.0311974 | val_loss: 0.031204 | Time: 2080.65 ms [2022-02-10 08:35:26 main:574] : INFO : Epoch 1959 | loss: 0.0311975 | val_loss: 0.0311987 | Time: 2075.42 ms [2022-02-10 08:35:28 main:574] : INFO : Epoch 1960 | loss: 0.0311984 | val_loss: 0.0312017 | Time: 2062.89 ms [2022-02-10 08:35:30 main:574] : INFO : Epoch 1961 | loss: 0.031199 | val_loss: 0.031211 | Time: 2090.83 ms [2022-02-10 08:35:32 main:574] : INFO : Epoch 1962 | loss: 0.0312064 | val_loss: 0.0312013 | Time: 2086.28 ms [2022-02-10 08:35:34 main:574] : INFO : Epoch 1963 | loss: 0.0311991 | val_loss: 0.0312054 | Time: 2067.44 ms [2022-02-10 08:35:36 main:574] : INFO : Epoch 1964 | loss: 0.0311969 | val_loss: 0.0311986 | Time: 2084.84 ms [2022-02-10 08:35:38 main:574] : INFO : Epoch 1965 | loss: 0.0311965 | val_loss: 0.031201 | Time: 2078.25 ms [2022-02-10 08:35:40 main:574] : INFO : Epoch 1966 | loss: 0.0311956 | val_loss: 0.0311985 | Time: 2088.11 ms [2022-02-10 08:35:42 main:574] : INFO : Epoch 1967 | loss: 0.0311949 | val_loss: 0.0311997 | Time: 2062.01 ms [2022-02-10 08:35:44 main:574] : INFO : Epoch 1968 | loss: 0.0311959 | val_loss: 0.0312048 | Time: 2081.07 ms [2022-02-10 08:35:46 main:574] : INFO : Epoch 1969 | loss: 0.0312002 | val_loss: 0.0312001 | Time: 2081.75 ms [2022-02-10 08:35:49 main:574] : INFO : Epoch 1970 | loss: 0.0311971 | val_loss: 0.0311981 | Time: 2093.98 ms [2022-02-10 08:35:51 main:574] : INFO : Epoch 1971 | loss: 0.0311931 | val_loss: 0.0312015 | Time: 2078.89 ms [2022-02-10 08:35:53 main:574] : INFO : Epoch 1972 | loss: 0.0311945 | val_loss: 0.0312026 | Time: 2082.66 ms [2022-02-10 08:35:55 main:574] : INFO : Epoch 1973 | loss: 0.031194 | val_loss: 0.0311979 | Time: 2082.68 ms [2022-02-10 08:35:57 main:574] : INFO : Epoch 1974 | loss: 0.0311935 | val_loss: 0.0311966 | Time: 2075.34 ms [2022-02-10 08:35:59 main:574] : INFO : Epoch 1975 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 2065.7 ms [2022-02-10 08:36:01 main:574] : INFO : Epoch 1976 | loss: 0.031193 | val_loss: 0.031196 | Time: 2087.07 ms [2022-02-10 08:36:03 main:574] : INFO : Epoch 1977 | loss: 0.0311919 | val_loss: 0.0311957 | Time: 2095.31 ms [2022-02-10 08:36:05 main:574] : INFO : Epoch 1978 | loss: 0.0311941 | val_loss: 0.0312006 | Time: 2079.34 ms [2022-02-10 08:36:07 main:574] : INFO : Epoch 1979 | loss: 0.0311924 | val_loss: 0.0311949 | Time: 2076.16 ms [2022-02-10 08:36:09 main:574] : INFO : Epoch 1980 | loss: 0.0311905 | val_loss: 0.0311974 | Time: 2076.01 ms [2022-02-10 08:36:11 main:574] : INFO : Epoch 1981 | loss: 0.0311917 | val_loss: 0.0311963 | Time: 2052.39 ms [2022-02-10 08:36:13 main:574] : INFO : Epoch 1982 | loss: 0.0311911 | val_loss: 0.0311945 | Time: 2070.2 ms [2022-02-10 08:36:16 main:574] : INFO : Epoch 1983 | loss: 0.0311917 | val_loss: 0.0311969 | Time: 2068.32 ms [2022-02-10 08:36:18 main:574] : INFO : Epoch 1984 | loss: 0.0311921 | val_loss: 0.0311998 | Time: 2091.59 ms [2022-02-10 08:36:20 main:574] : INFO : Epoch 1985 | loss: 0.031191 | val_loss: 0.0311981 | Time: 2080.58 ms [2022-02-10 08:36:22 main:574] : INFO : Epoch 1986 | loss: 0.0311923 | val_loss: 0.031195 | Time: 2096.82 ms [2022-02-10 08:36:24 main:574] : INFO : Epoch 1987 | loss: 0.0311902 | val_loss: 0.031197 | Time: 2058.76 ms [2022-02-10 08:36:26 main:574] : INFO : Epoch 1988 | loss: 0.0311892 | val_loss: 0.0311938 | Time: 2079.84 ms [2022-02-10 08:36:28 main:574] : INFO : Epoch 1989 | loss: 0.0311886 | val_loss: 0.0311966 | Time: 2012.69 ms [2022-02-10 08:36:30 main:574] : INFO : Epoch 1990 | loss: 0.0311904 | val_loss: 0.0311944 | Time: 2066.27 ms [2022-02-10 08:36:32 main:574] : INFO : Epoch 1991 | loss: 0.0311906 | val_loss: 0.0311965 | Time: 2038.7 ms [2022-02-10 08:36:34 main:574] : INFO : Epoch 1992 | loss: 0.0311897 | val_loss: 0.031195 | Time: 2054.57 ms [2022-02-10 08:36:36 main:574] : INFO : Epoch 1993 | loss: 0.0311909 | val_loss: 0.0311945 | Time: 2061.83 ms [2022-02-10 08:36:38 main:574] : INFO : Epoch 1994 | loss: 0.0311909 | val_loss: 0.0311948 | Time: 2072.87 ms [2022-02-10 08:36:40 main:574] : INFO : Epoch 1995 | loss: 0.0311901 | val_loss: 0.0311955 | Time: 2089.22 ms [2022-02-10 08:36:42 main:574] : INFO : Epoch 1996 | loss: 0.0311909 | val_loss: 0.0311935 | Time: 2087.1 ms [2022-02-10 08:36:45 main:574] : INFO : Epoch 1997 | loss: 0.0311931 | val_loss: 0.0311945 | Time: 2096.09 ms [2022-02-10 08:36:47 main:574] : INFO : Epoch 1998 | loss: 0.0311911 | val_loss: 0.0311955 | Time: 2094 ms [2022-02-10 08:36:49 main:574] : INFO : Epoch 1999 | loss: 0.0311907 | val_loss: 0.0311939 | Time: 2062.08 ms [2022-02-10 08:36:51 main:574] : INFO : Epoch 2000 | loss: 0.0311918 | val_loss: 0.0312004 | Time: 2055.2 ms [2022-02-10 08:36:53 main:574] : INFO : Epoch 2001 | loss: 0.0311911 | val_loss: 0.031197 | Time: 2083.4 ms [2022-02-10 08:36:55 main:574] : INFO : Epoch 2002 | loss: 0.0311914 | val_loss: 0.0311958 | Time: 2073.19 ms [2022-02-10 08:36:57 main:574] : INFO : Epoch 2003 | loss: 0.0311906 | val_loss: 0.0311994 | Time: 2092.31 ms [2022-02-10 08:36:59 main:574] : INFO : Epoch 2004 | loss: 0.0311935 | val_loss: 0.0311951 | Time: 2062.53 ms [2022-02-10 08:37:01 main:574] : INFO : Epoch 2005 | loss: 0.0311913 | val_loss: 0.0311937 | Time: 2072.77 ms [2022-02-10 08:37:03 main:574] : INFO : Epoch 2006 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 2084.11 ms [2022-02-10 08:37:05 main:574] : INFO : Epoch 2007 | loss: 0.0311911 | val_loss: 0.0311943 | Time: 2068.81 ms [2022-02-10 08:37:07 main:574] : INFO : Epoch 2008 | loss: 0.0311912 | val_loss: 0.0311979 | Time: 2070.57 ms [2022-02-10 08:37:09 main:574] : INFO : Epoch 2009 | loss: 0.0311938 | val_loss: 0.0311994 | Time: 2076.01 ms [2022-02-10 08:37:12 main:574] : INFO : Epoch 2010 | loss: 0.0311926 | val_loss: 0.0311932 | Time: 2064.18 ms [2022-02-10 08:37:14 main:574] : INFO : Epoch 2011 | loss: 0.0311906 | val_loss: 0.0312051 | Time: 2072.57 ms [2022-02-10 08:37:16 main:574] : INFO : Epoch 2012 | loss: 0.0311905 | val_loss: 0.0311957 | Time: 2059.89 ms [2022-02-10 08:37:18 main:574] : INFO : Epoch 2013 | loss: 0.0311896 | val_loss: 0.0311948 | Time: 2063.71 ms [2022-02-10 08:37:20 main:574] : INFO : Epoch 2014 | loss: 0.0311905 | val_loss: 0.0311979 | Time: 2070.47 ms [2022-02-10 08:37:22 main:574] : INFO : Epoch 2015 | loss: 0.0311896 | val_loss: 0.0311949 | Time: 2399.94 ms [2022-02-10 08:37:24 main:574] : INFO : Epoch 2016 | loss: 0.0311904 | val_loss: 0.0311993 | Time: 2045.89 ms [2022-02-10 08:37:26 main:574] : INFO : Epoch 2017 | loss: 0.0311893 | val_loss: 0.0311949 | Time: 2085.95 ms [2022-02-10 08:37:28 main:574] : INFO : Epoch 2018 | loss: 0.0311882 | val_loss: 0.0311964 | Time: 2063.27 ms [2022-02-10 08:37:30 main:574] : INFO : Epoch 2019 | loss: 0.0311876 | val_loss: 0.0311935 | Time: 2080.58 ms [2022-02-10 08:37:33 main:574] : INFO : Epoch 2020 | loss: 0.0311869 | val_loss: 0.0311946 | Time: 2071.12 ms [2022-02-10 08:37:35 main:574] : INFO : Epoch 2021 | loss: 0.0311874 | val_loss: 0.0311947 | Time: 2101.83 ms [2022-02-10 08:37:37 main:574] : INFO : Epoch 2022 | loss: 0.0311872 | val_loss: 0.0311939 | Time: 2085.07 ms [2022-02-10 08:37:39 main:574] : INFO : Epoch 2023 | loss: 0.0311863 | val_loss: 0.0311995 | Time: 2076.37 ms [2022-02-10 08:37:41 main:574] : INFO : Epoch 2024 | loss: 0.0311888 | val_loss: 0.0311972 | Time: 2078.55 ms [2022-02-10 08:37:43 main:574] : INFO : Epoch 2025 | loss: 0.0311887 | val_loss: 0.0311934 | Time: 2061.97 ms [2022-02-10 08:37:45 main:574] : INFO : Epoch 2026 | loss: 0.0311882 | val_loss: 0.031193 | Time: 2066.4 ms [2022-02-10 08:37:47 main:574] : INFO : Epoch 2027 | loss: 0.0311886 | val_loss: 0.0311908 | Time: 2078.59 ms [2022-02-10 08:37:49 main:574] : INFO : Epoch 2028 | loss: 0.0311888 | val_loss: 0.0311954 | Time: 2069.73 ms [2022-02-10 08:37:51 main:574] : INFO : Epoch 2029 | loss: 0.0311893 | val_loss: 0.0311922 | Time: 2076.83 ms [2022-02-10 08:37:53 main:574] : INFO : Epoch 2030 | loss: 0.0311876 | val_loss: 0.0311918 | Time: 2058.96 ms [2022-02-10 08:37:55 main:574] : INFO : Epoch 2031 | loss: 0.0311877 | val_loss: 0.0311917 | Time: 2070.13 ms [2022-02-10 08:37:57 main:574] : INFO : Epoch 2032 | loss: 0.031191 | val_loss: 0.0311973 | Time: 2070.39 ms [2022-02-10 08:38:00 main:574] : INFO : Epoch 2033 | loss: 0.0311929 | val_loss: 0.0311934 | Time: 2085.15 ms [2022-02-10 08:38:02 main:574] : INFO : Epoch 2034 | loss: 0.0311876 | val_loss: 0.0311905 | Time: 2083.73 ms [2022-02-10 08:38:04 main:574] : INFO : Epoch 2035 | loss: 0.031187 | val_loss: 0.0311906 | Time: 2082.86 ms [2022-02-10 08:38:06 main:574] : INFO : Epoch 2036 | loss: 0.031187 | val_loss: 0.0311909 | Time: 2079.24 ms [2022-02-10 08:38:08 main:574] : INFO : Epoch 2037 | loss: 0.0311882 | val_loss: 0.0311925 | Time: 2093.73 ms [2022-02-10 08:38:10 main:574] : INFO : Epoch 2038 | loss: 0.0311884 | val_loss: 0.031191 | Time: 2068.13 ms [2022-02-10 08:38:12 main:574] : INFO : Epoch 2039 | loss: 0.0311906 | val_loss: 0.0311916 | Time: 2071.37 ms [2022-02-10 08:38:14 main:574] : INFO : Epoch 2040 | loss: 0.0311884 | val_loss: 0.0311924 | Time: 2079 ms [2022-02-10 08:38:16 main:574] : INFO : Epoch 2041 | loss: 0.0311889 | val_loss: 0.0311972 | Time: 2040.53 ms [2022-02-10 08:38:18 main:574] : INFO : Epoch 2042 | loss: 0.0311876 | val_loss: 0.0311898 | Time: 2094.54 ms [2022-02-10 08:38:20 main:574] : INFO : Epoch 2043 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 2093.74 ms [2022-02-10 08:38:22 main:574] : INFO : Epoch 2044 | loss: 0.031186 | val_loss: 0.031191 | Time: 2070.65 ms [2022-02-10 08:38:24 main:574] : INFO : Epoch 2045 | loss: 0.0311871 | val_loss: 0.031193 | Time: 2059.55 ms [2022-02-10 08:38:27 main:574] : INFO : Epoch 2046 | loss: 0.0311889 | val_loss: 0.031195 | Time: 2067.8 ms [2022-02-10 08:38:29 main:574] : INFO : Epoch 2047 | loss: 0.0311887 | val_loss: 0.0311905 | Time: 2088.36 ms [2022-02-10 08:38:31 main:574] : INFO : Epoch 2048 | loss: 0.0311862 | val_loss: 0.0311884 | Time: 2096.06 ms [2022-02-10 08:38:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311884 [2022-02-10 08:38:31 main:603] : INFO : Saving end state to config to file [2022-02-10 08:38:31 main:608] : INFO : Success, exiting.. 08:38:31 (5848): 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)