Task 9045265
| Name | ParityModified-1636180509-30752-2-0_0 |
| Workunit | 6495191 |
| Created | 19 Nov 2021, 14:32:31 UTC |
| Sent | 28 Nov 2021, 11:05:53 UTC |
| Report deadline | 6 Dec 2021, 11:05:53 UTC |
| Received | 28 Nov 2021, 22:53:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 8 sec |
| CPU time | 1 hours 15 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312238 | val_loss: 0.031226 | Time: 2231.1 ms
[2021-11-28 23:34:20 main:574] : INFO : Epoch 1543 | loss: 0.031223 | val_loss: 0.0312264 | Time: 2209.75 ms
[2021-11-28 23:34:22 main:574] : INFO : Epoch 1544 | loss: 0.0312223 | val_loss: 0.0312268 | Time: 2217.94 ms
[2021-11-28 23:34:24 main:574] : INFO : Epoch 1545 | loss: 0.031223 | val_loss: 0.0312259 | Time: 2239 ms
[2021-11-28 23:34:26 main:574] : INFO : Epoch 1546 | loss: 0.0312245 | val_loss: 0.0312272 | Time: 2231.81 ms
[2021-11-28 23:34:29 main:574] : INFO : Epoch 1547 | loss: 0.0312232 | val_loss: 0.0312268 | Time: 2242.67 ms
[2021-11-28 23:34:31 main:574] : INFO : Epoch 1548 | loss: 0.0312233 | val_loss: 0.0312263 | Time: 2239.41 ms
[2021-11-28 23:34:33 main:574] : INFO : Epoch 1549 | loss: 0.0312233 | val_loss: 0.0312264 | Time: 2228.58 ms
[2021-11-28 23:34:35 main:574] : INFO : Epoch 1550 | loss: 0.0312232 | val_loss: 0.0312283 | Time: 2209.36 ms
[2021-11-28 23:34:37 main:574] : INFO : Epoch 1551 | loss: 0.0312233 | val_loss: 0.0312267 | Time: 2230.44 ms
[2021-11-28 23:34:40 main:574] : INFO : Epoch 1552 | loss: 0.0312231 | val_loss: 0.0312272 | Time: 2202.06 ms
[2021-11-28 23:34:42 main:574] : INFO : Epoch 1553 | loss: 0.0312227 | val_loss: 0.0312265 | Time: 2207.83 ms
[2021-11-28 23:34:44 main:574] : INFO : Epoch 1554 | loss: 0.0312229 | val_loss: 0.0312267 | Time: 2232.15 ms
[2021-11-28 23:34:46 main:574] : INFO : Epoch 1555 | loss: 0.0312229 | val_loss: 0.0312271 | Time: 2235.82 ms
[2021-11-28 23:34:49 main:574] : INFO : Epoch 1556 | loss: 0.0312227 | val_loss: 0.0312291 | Time: 2211.23 ms
[2021-11-28 23:34:51 main:574] : INFO : Epoch 1557 | loss: 0.0312257 | val_loss: 0.0312341 | Time: 2213.89 ms
[2021-11-28 23:34:53 main:574] : INFO : Epoch 1558 | loss: 0.0312243 | val_loss: 0.0312339 | Time: 2205.87 ms
[2021-11-28 23:34:55 main:574] : INFO : Epoch 1559 | loss: 0.0312237 | val_loss: 0.0312256 | Time: 2235.79 ms
[2021-11-28 23:34:57 main:574] : INFO : Epoch 1560 | loss: 0.0312227 | val_loss: 0.0312293 | Time: 2212.23 ms
[2021-11-28 23:35:00 main:574] : INFO : Epoch 1561 | loss: 0.031224 | val_loss: 0.0312269 | Time: 2214.22 ms
[2021-11-28 23:35:02 main:574] : INFO : Epoch 1562 | loss: 0.0312253 | val_loss: 0.0312283 | Time: 2231.64 ms
[2021-11-28 23:35:04 main:574] : INFO : Epoch 1563 | loss: 0.031224 | val_loss: 0.031228 | Time: 2216.7 ms
[2021-11-28 23:35:06 main:574] : INFO : Epoch 1564 | loss: 0.0312234 | val_loss: 0.0312307 | Time: 2217.15 ms
[2021-11-28 23:35:09 main:574] : INFO : Epoch 1565 | loss: 0.031223 | val_loss: 0.0312263 | Time: 2246 ms
[2021-11-28 23:35:11 main:574] : INFO : Epoch 1566 | loss: 0.0312223 | val_loss: 0.0312274 | Time: 2228.19 ms
[2021-11-28 23:35:13 main:574] : INFO : Epoch 1567 | loss: 0.0312229 | val_loss: 0.0312268 | Time: 2217.31 ms
[2021-11-28 23:35:15 main:574] : INFO : Epoch 1568 | loss: 0.0312221 | val_loss: 0.0312276 | Time: 2209.6 ms
[2021-11-28 23:35:18 main:574] : INFO : Epoch 1569 | loss: 0.0312224 | val_loss: 0.031226 | Time: 2287.58 ms
[2021-11-28 23:35:20 main:574] : INFO : Epoch 1570 | loss: 0.0312219 | val_loss: 0.031226 | Time: 2223.56 ms
[2021-11-28 23:35:22 main:574] : INFO : Epoch 1571 | loss: 0.0312222 | val_loss: 0.031226 | Time: 2213.45 ms
[2021-11-28 23:35:24 main:574] : INFO : Epoch 1572 | loss: 0.0312232 | val_loss: 0.0312265 | Time: 2215.18 ms
[2021-11-28 23:35:26 main:574] : INFO : Epoch 1573 | loss: 0.0312217 | val_loss: 0.0312316 | Time: 2246.81 ms
[2021-11-28 23:35:29 main:574] : INFO : Epoch 1574 | loss: 0.0312248 | val_loss: 0.0312332 | Time: 2211.56 ms
[2021-11-28 23:35:31 main:574] : INFO : Epoch 1575 | loss: 0.0312234 | val_loss: 0.0312267 | Time: 2237.05 ms
[2021-11-28 23:35:33 main:574] : INFO : Epoch 1576 | loss: 0.0312218 | val_loss: 0.0312288 | Time: 2210.03 ms
[2021-11-28 23:35:35 main:574] : INFO : Epoch 1577 | loss: 0.0312238 | val_loss: 0.0312272 | Time: 2249.72 ms
[2021-11-28 23:35:38 main:574] : INFO : Epoch 1578 | loss: 0.031223 | val_loss: 0.0312256 | Time: 2239.77 ms
[2021-11-28 23:35:40 main:574] : INFO : Epoch 1579 | loss: 0.0312232 | val_loss: 0.0312261 | Time: 2219.75 ms
[2021-11-28 23:35:42 main:574] : INFO : Epoch 1580 | loss: 0.0312235 | val_loss: 0.0312292 | Time: 2241.83 ms
[2021-11-28 23:35:44 main:574] : INFO : Epoch 1581 | loss: 0.0312224 | val_loss: 0.031228 | Time: 2270.83 ms
[2021-11-28 23:35:47 main:574] : INFO : Epoch 1582 | loss: 0.031224 | val_loss: 0.031229 | Time: 2212.97 ms
[2021-11-28 23:35:49 main:574] : INFO : Epoch 1583 | loss: 0.0312229 | val_loss: 0.0312261 | Time: 2246.74 ms
[2021-11-28 23:35:51 main:574] : INFO : Epoch 1584 | loss: 0.0312245 | val_loss: 0.0312328 | Time: 2184.42 ms
[2021-11-28 23:35:53 main:574] : INFO : Epoch 1585 | loss: 0.0312279 | val_loss: 0.0312325 | Time: 2236.87 ms
[2021-11-28 23:35:55 main:574] : INFO : Epoch 1586 | loss: 0.031226 | val_loss: 0.0312281 | Time: 2212.3 ms
[2021-11-28 23:35:58 main:574] : INFO : Epoch 1587 | loss: 0.0312242 | val_loss: 0.0312308 | Time: 2245.9 ms
[2021-11-28 23:36:00 main:574] : INFO : Epoch 1588 | loss: 0.0312237 | val_loss: 0.0312305 | Time: 2217.51 ms
[2021-11-28 23:36:02 main:574] : INFO : Epoch 1589 | loss: 0.0312234 | val_loss: 0.0312269 | Time: 2229.42 ms
[2021-11-28 23:36:04 main:574] : INFO : Epoch 1590 | loss: 0.0312251 | val_loss: 0.031226 | Time: 2223.17 ms
[2021-11-28 23:36:07 main:574] : INFO : Epoch 1591 | loss: 0.0312229 | val_loss: 0.0312341 | Time: 2241.2 ms
[2021-11-28 23:36:09 main:574] : INFO : Epoch 1592 | loss: 0.0312223 | val_loss: 0.0312287 | Time: 2226.58 ms
[2021-11-28 23:36:11 main:574] : INFO : Epoch 1593 | loss: 0.0312232 | val_loss: 0.0312268 | Time: 2221.03 ms
[2021-11-28 23:36:13 main:574] : INFO : Epoch 1594 | loss: 0.0312221 | val_loss: 0.0312257 | Time: 2221.95 ms
[2021-11-28 23:36:16 main:574] : INFO : Epoch 1595 | loss: 0.0312221 | val_loss: 0.0312296 | Time: 2203.98 ms
[2021-11-28 23:36:18 main:574] : INFO : Epoch 1596 | loss: 0.0312232 | val_loss: 0.0312296 | Time: 2230.62 ms
[2021-11-28 23:36:20 main:574] : INFO : Epoch 1597 | loss: 0.0312238 | val_loss: 0.0312276 | Time: 2216.93 ms
[2021-11-28 23:36:22 main:574] : INFO : Epoch 1598 | loss: 0.031223 | val_loss: 0.0312317 | Time: 2243.5 ms
[2021-11-28 23:36:24 main:574] : INFO : Epoch 1599 | loss: 0.0312276 | val_loss: 0.0312319 | Time: 2251.61 ms
[2021-11-28 23:36:27 main:574] : INFO : Epoch 1600 | loss: 0.031226 | val_loss: 0.0312308 | Time: 2199.09 ms
[2021-11-28 23:36:29 main:574] : INFO : Epoch 1601 | loss: 0.0312277 | val_loss: 0.0312294 | Time: 2209.73 ms
[2021-11-28 23:36:31 main:574] : INFO : Epoch 1602 | loss: 0.0312282 | val_loss: 0.0312295 | Time: 2216.75 ms
[2021-11-28 23:36:33 main:574] : INFO : Epoch 1603 | loss: 0.0312258 | val_loss: 0.0312304 | Time: 2227.19 ms
[2021-11-28 23:36:36 main:574] : INFO : Epoch 1604 | loss: 0.0312226 | val_loss: 0.0312271 | Time: 2228.67 ms
[2021-11-28 23:36:38 main:574] : INFO : Epoch 1605 | loss: 0.031222 | val_loss: 0.0312262 | Time: 2228.85 ms
[2021-11-28 23:36:40 main:574] : INFO : Epoch 1606 | loss: 0.031222 | val_loss: 0.0312262 | Time: 2225.12 ms
[2021-11-28 23:36:42 main:574] : INFO : Epoch 1607 | loss: 0.0312218 | val_loss: 0.0312275 | Time: 2224.22 ms
[2021-11-28 23:36:44 main:574] : INFO : Epoch 1608 | loss: 0.0312225 | val_loss: 0.0312263 | Time: 2231.44 ms
[2021-11-28 23:36:47 main:574] : INFO : Epoch 1609 | loss: 0.0312255 | val_loss: 0.031233 | Time: 2208.89 ms
[2021-11-28 23:36:49 main:574] : INFO : Epoch 1610 | loss: 0.0312244 | val_loss: 0.0312275 | Time: 2223.64 ms
[2021-11-28 23:36:51 main:574] : INFO : Epoch 1611 | loss: 0.0312228 | val_loss: 0.0312257 | Time: 2223.12 ms
[2021-11-28 23:36:54 main:574] : INFO : Epoch 1612 | loss: 0.0312232 | val_loss: 0.0312339 | Time: 2519.83 ms
[2021-11-28 23:36:56 main:574] : INFO : Epoch 1613 | loss: 0.031225 | val_loss: 0.0312259 | Time: 2229.73 ms
[2021-11-28 23:36:58 main:574] : INFO : Epoch 1614 | loss: 0.0312223 | val_loss: 0.0312269 | Time: 2214.72 ms
[2021-11-28 23:37:00 main:574] : INFO : Epoch 1615 | loss: 0.0312215 | val_loss: 0.031226 | Time: 2235.41 ms
[2021-11-28 23:37:03 main:574] : INFO : Epoch 1616 | loss: 0.0312226 | val_loss: 0.0312307 | Time: 2228.24 ms
[2021-11-28 23:37:05 main:574] : INFO : Epoch 1617 | loss: 0.0312273 | val_loss: 0.0312289 | Time: 2220.6 ms
[2021-11-28 23:37:07 main:574] : INFO : Epoch 1618 | loss: 0.0312231 | val_loss: 0.0312261 | Time: 2236.9 ms
[2021-11-28 23:37:09 main:574] : INFO : Epoch 1619 | loss: 0.0312215 | val_loss: 0.031226 | Time: 2206.93 ms
[2021-11-28 23:37:12 main:574] : INFO : Epoch 1620 | loss: 0.0312214 | val_loss: 0.0312281 | Time: 2237.71 ms
[2021-11-28 23:37:14 main:574] : INFO : Epoch 1621 | loss: 0.0312237 | val_loss: 0.0312277 | Time: 2234.22 ms
[2021-11-28 23:37:16 main:574] : INFO : Epoch 1622 | loss: 0.0312225 | val_loss: 0.0312269 | Time: 2230.11 ms
[2021-11-28 23:37:18 main:574] : INFO : Epoch 1623 | loss: 0.031222 | val_loss: 0.0312253 | Time: 2248.89 ms
[2021-11-28 23:37:20 main:574] : INFO : Epoch 1624 | loss: 0.0312215 | val_loss: 0.0312312 | Time: 2230.7 ms
[2021-11-28 23:37:23 main:574] : INFO : Epoch 1625 | loss: 0.0312234 | val_loss: 0.0312296 | Time: 2221.29 ms
[2021-11-28 23:37:25 main:574] : INFO : Epoch 1626 | loss: 0.0312268 | val_loss: 0.0312272 | Time: 2234 ms
[2021-11-28 23:37:27 main:574] : INFO : Epoch 1627 | loss: 0.0312227 | val_loss: 0.0312282 | Time: 2200.97 ms
[2021-11-28 23:37:29 main:574] : INFO : Epoch 1628 | loss: 0.0312224 | val_loss: 0.0312265 | Time: 2208.29 ms
[2021-11-28 23:37:32 main:574] : INFO : Epoch 1629 | loss: 0.0312234 | val_loss: 0.0312271 | Time: 2213.6 ms
[2021-11-28 23:37:34 main:574] : INFO : Epoch 1630 | loss: 0.0312217 | val_loss: 0.0312259 | Time: 2236.3 ms
[2021-11-28 23:37:36 main:574] : INFO : Epoch 1631 | loss: 0.0312225 | val_loss: 0.0312253 | Time: 2228.31 ms
[2021-11-28 23:37:38 main:574] : INFO : Epoch 1632 | loss: 0.0312244 | val_loss: 0.0312325 | Time: 2236.08 ms
[2021-11-28 23:37:41 main:574] : INFO : Epoch 1633 | loss: 0.0312263 | val_loss: 0.0312277 | Time: 2228.66 ms
[2021-11-28 23:37:43 main:574] : INFO : Epoch 1634 | loss: 0.0312234 | val_loss: 0.0312262 | Time: 2229.5 ms
[2021-11-28 23:37:45 main:574] : INFO : Epoch 1635 | loss: 0.0312237 | val_loss: 0.031226 | Time: 2222.31 ms
[2021-11-28 23:37:47 main:574] : INFO : Epoch 1636 | loss: 0.0312218 | val_loss: 0.0312263 | Time: 2220.54 ms
[2021-11-28 23:37:49 main:574] : INFO : Epoch 1637 | loss: 0.0312214 | val_loss: 0.0312255 | Time: 2215.06 ms
[2021-11-28 23:37:52 main:574] : INFO : Epoch 1638 | loss: 0.0312223 | val_loss: 0.0312255 | Time: 2200.44 ms
[2021-11-28 23:37:54 main:574] : INFO : Epoch 1639 | loss: 0.0312226 | val_loss: 0.0312256 | Time: 2227.21 ms
[2021-11-28 23:37:56 main:574] : INFO : Epoch 1640 | loss: 0.0312224 | val_loss: 0.0312286 | Time: 2209.78 ms
[2021-11-28 23:37:58 main:574] : INFO : Epoch 1641 | loss: 0.031225 | val_loss: 0.0312273 | Time: 2199.22 ms
[2021-11-28 23:38:00 main:574] : INFO : Epoch 1642 | loss: 0.0312233 | val_loss: 0.0312325 | Time: 2218.8 ms
[2021-11-28 23:38:03 main:574] : INFO : Epoch 1643 | loss: 0.0312239 | val_loss: 0.0312254 | Time: 2211.17 ms
[2021-11-28 23:38:05 main:574] : INFO : Epoch 1644 | loss: 0.0312219 | val_loss: 0.0312305 | Time: 2252.22 ms
[2021-11-28 23:38:07 main:574] : INFO : Epoch 1645 | loss: 0.0312226 | val_loss: 0.031232 | Time: 2229.79 ms
[2021-11-28 23:38:09 main:574] : INFO : Epoch 1646 | loss: 0.0312227 | val_loss: 0.0312296 | Time: 2213.86 ms
[2021-11-28 23:38:12 main:574] : INFO : Epoch 1647 | loss: 0.0312288 | val_loss: 0.0312283 | Time: 2208.9 ms
[2021-11-28 23:38:14 main:574] : INFO : Epoch 1648 | loss: 0.0312237 | val_loss: 0.0312266 | Time: 2207.16 ms
[2021-11-28 23:38:16 main:574] : INFO : Epoch 1649 | loss: 0.0312218 | val_loss: 0.0312265 | Time: 2244.77 ms
[2021-11-28 23:38:18 main:574] : INFO : Epoch 1650 | loss: 0.0312235 | val_loss: 0.0312274 | Time: 2238.15 ms
[2021-11-28 23:38:21 main:574] : INFO : Epoch 1651 | loss: 0.0312216 | val_loss: 0.0312253 | Time: 2250.72 ms
[2021-11-28 23:38:23 main:574] : INFO : Epoch 1652 | loss: 0.031221 | val_loss: 0.0312259 | Time: 2233.04 ms
[2021-11-28 23:38:25 main:574] : INFO : Epoch 1653 | loss: 0.0312213 | val_loss: 0.0312254 | Time: 2224.77 ms
[2021-11-28 23:38:27 main:574] : INFO : Epoch 1654 | loss: 0.0312215 | val_loss: 0.0312282 | Time: 2215.28 ms
[2021-11-28 23:38:29 main:574] : INFO : Epoch 1655 | loss: 0.0312222 | val_loss: 0.0312259 | Time: 2186.68 ms
[2021-11-28 23:38:32 main:574] : INFO : Epoch 1656 | loss: 0.0312222 | val_loss: 0.0312266 | Time: 2226.75 ms
[2021-11-28 23:38:34 main:574] : INFO : Epoch 1657 | loss: 0.031222 | val_loss: 0.0312277 | Time: 2249.84 ms
[2021-11-28 23:38:36 main:574] : INFO : Epoch 1658 | loss: 0.0312244 | val_loss: 0.0312284 | Time: 2223.61 ms
[2021-11-28 23:38:38 main:574] : INFO : Epoch 1659 | loss: 0.0312232 | val_loss: 0.031228 | Time: 2229.77 ms
[2021-11-28 23:38:41 main:574] : INFO : Epoch 1660 | loss: 0.031222 | val_loss: 0.0312255 | Time: 2246.41 ms
[2021-11-28 23:38:43 main:574] : INFO : Epoch 1661 | loss: 0.0312224 | val_loss: 0.0312251 | Time: 2226.01 ms
[2021-11-28 23:38:45 main:574] : INFO : Epoch 1662 | loss: 0.0312253 | val_loss: 0.0312249 | Time: 2270.18 ms
[2021-11-28 23:38:47 main:574] : INFO : Epoch 1663 | loss: 0.0312235 | val_loss: 0.0312336 | Time: 2234.36 ms
[2021-11-28 23:38:50 main:574] : INFO : Epoch 1664 | loss: 0.0312231 | val_loss: 0.0312256 | Time: 2232.39 ms
[2021-11-28 23:38:52 main:574] : INFO : Epoch 1665 | loss: 0.0312236 | val_loss: 0.031227 | Time: 2215.21 ms
[2021-11-28 23:38:54 main:574] : INFO : Epoch 1666 | loss: 0.0312229 | val_loss: 0.0312245 | Time: 2242.81 ms
[2021-11-28 23:38:56 main:574] : INFO : Epoch 1667 | loss: 0.0312234 | val_loss: 0.0312292 | Time: 2216 ms
[2021-11-28 23:38:59 main:574] : INFO : Epoch 1668 | loss: 0.0312218 | val_loss: 0.0312272 | Time: 2235.42 ms
[2021-11-28 23:39:01 main:574] : INFO : Epoch 1669 | loss: 0.0312219 | val_loss: 0.0312258 | Time: 2243.56 ms
[2021-11-28 23:39:03 main:574] : INFO : Epoch 1670 | loss: 0.0312232 | val_loss: 0.0312272 | Time: 2235.4 ms
[2021-11-28 23:39:05 main:574] : INFO : Epoch 1671 | loss: 0.0312236 | val_loss: 0.0312297 | Time: 2260.11 ms
[2021-11-28 23:39:08 main:574] : INFO : Epoch 1672 | loss: 0.0312218 | val_loss: 0.031226 | Time: 2242.46 ms
[2021-11-28 23:39:10 main:574] : INFO : Epoch 1673 | loss: 0.0312222 | val_loss: 0.03123 | Time: 2237.57 ms
[2021-11-28 23:39:12 main:574] : INFO : Epoch 1674 | loss: 0.0312247 | val_loss: 0.0312276 | Time: 2244.18 ms
[2021-11-28 23:39:14 main:574] : INFO : Epoch 1675 | loss: 0.0312238 | val_loss: 0.03123 | Time: 2228.03 ms
[2021-11-28 23:39:16 main:574] : INFO : Epoch 1676 | loss: 0.0312215 | val_loss: 0.0312282 | Time: 2209.01 ms
[2021-11-28 23:39:19 main:574] : INFO : Epoch 1677 | loss: 0.0312238 | val_loss: 0.0312294 | Time: 2244.18 ms
[2021-11-28 23:39:21 main:574] : INFO : Epoch 1678 | loss: 0.0312241 | val_loss: 0.0312275 | Time: 2213.93 ms
[2021-11-28 23:39:23 main:574] : INFO : Epoch 1679 | loss: 0.031223 | val_loss: 0.0312306 | Time: 2222.8 ms
[2021-11-28 23:39:25 main:574] : INFO : Epoch 1680 | loss: 0.0312226 | val_loss: 0.0312275 | Time: 2240.55 ms
[2021-11-28 23:39:28 main:574] : INFO : Epoch 1681 | loss: 0.0312216 | val_loss: 0.031228 | Time: 2215.95 ms
[2021-11-28 23:39:30 main:574] : INFO : Epoch 1682 | loss: 0.0312213 | val_loss: 0.0312273 | Time: 2231.61 ms
[2021-11-28 23:39:32 main:574] : INFO : Epoch 1683 | loss: 0.0312218 | val_loss: 0.0312266 | Time: 2194.79 ms
[2021-11-28 23:39:34 main:574] : INFO : Epoch 1684 | loss: 0.0312219 | val_loss: 0.0312318 | Time: 2229.18 ms
[2021-11-28 23:39:37 main:574] : INFO : Epoch 1685 | loss: 0.0312247 | val_loss: 0.03123 | Time: 2237.49 ms
[2021-11-28 23:39:39 main:574] : INFO : Epoch 1686 | loss: 0.0312235 | val_loss: 0.0312283 | Time: 2226.67 ms
[2021-11-28 23:39:41 main:574] : INFO : Epoch 1687 | loss: 0.0312225 | val_loss: 0.0312278 | Time: 2228.95 ms
[2021-11-28 23:39:43 main:574] : INFO : Epoch 1688 | loss: 0.0312231 | val_loss: 0.031227 | Time: 2268.98 ms
[2021-11-28 23:39:45 main:574] : INFO : Epoch 1689 | loss: 0.0312245 | val_loss: 0.0312273 | Time: 2234.23 ms
[2021-11-28 23:39:48 main:574] : INFO : Epoch 1690 | loss: 0.031222 | val_loss: 0.0312276 | Time: 2222.99 ms
[2021-11-28 23:39:50 main:574] : INFO : Epoch 1691 | loss: 0.0312221 | val_loss: 0.0312261 | Time: 2230.38 ms
[2021-11-28 23:39:52 main:574] : INFO : Epoch 1692 | loss: 0.0312215 | val_loss: 0.0312263 | Time: 2225.73 ms
[2021-11-28 23:39:54 main:574] : INFO : Epoch 1693 | loss: 0.0312211 | val_loss: 0.0312325 | Time: 2226.38 ms
[2021-11-28 23:39:57 main:574] : INFO : Epoch 1694 | loss: 0.0312216 | val_loss: 0.0312269 | Time: 2232.61 ms
[2021-11-28 23:39:59 main:574] : INFO : Epoch 1695 | loss: 0.0312266 | val_loss: 0.0312281 | Time: 2214.77 ms
[2021-11-28 23:40:01 main:574] : INFO : Epoch 1696 | loss: 0.0312252 | val_loss: 0.031231 | Time: 2252.03 ms
[2021-11-28 23:40:03 main:574] : INFO : Epoch 1697 | loss: 0.0312244 | val_loss: 0.0312273 | Time: 2232.84 ms
[2021-11-28 23:40:06 main:574] : INFO : Epoch 1698 | loss: 0.0312228 | val_loss: 0.0312267 | Time: 2218.05 ms
[2021-11-28 23:40:08 main:574] : INFO : Epoch 1699 | loss: 0.0312209 | val_loss: 0.0312273 | Time: 2231.88 ms
[2021-11-28 23:40:10 main:574] : INFO : Epoch 1700 | loss: 0.0312207 | val_loss: 0.0312272 | Time: 2226.34 ms
[2021-11-28 23:40:12 main:574] : INFO : Epoch 1701 | loss: 0.031222 | val_loss: 0.0312346 | Time: 2202.85 ms
[2021-11-28 23:40:14 main:574] : INFO : Epoch 1702 | loss: 0.0312288 | val_loss: 0.0312294 | Time: 2228.48 ms
[2021-11-28 23:40:17 main:574] : INFO : Epoch 1703 | loss: 0.0312242 | val_loss: 0.0312262 | Time: 2218.44 ms
[2021-11-28 23:40:19 main:574] : INFO : Epoch 1704 | loss: 0.0312229 | val_loss: 0.0312275 | Time: 2238.57 ms
[2021-11-28 23:40:21 main:574] : INFO : Epoch 1705 | loss: 0.0312218 | val_loss: 0.0312271 | Time: 2253.63 ms
[2021-11-28 23:40:23 main:574] : INFO : Epoch 1706 | loss: 0.031223 | val_loss: 0.0312324 | Time: 2249.27 ms
[2021-11-28 23:40:26 main:574] : INFO : Epoch 1707 | loss: 0.0312253 | val_loss: 0.031235 | Time: 2215.57 ms
[2021-11-28 23:40:28 main:574] : INFO : Epoch 1708 | loss: 0.0312234 | val_loss: 0.0312272 | Time: 2240.03 ms
[2021-11-28 23:40:30 main:574] : INFO : Epoch 1709 | loss: 0.0312224 | val_loss: 0.0312275 | Time: 2226.29 ms
[2021-11-28 23:40:32 main:574] : INFO : Epoch 1710 | loss: 0.0312208 | val_loss: 0.0312278 | Time: 2221.9 ms
[2021-11-28 23:40:35 main:574] : INFO : Epoch 1711 | loss: 0.0312203 | val_loss: 0.0312296 | Time: 2214.73 ms
[2021-11-28 23:40:37 main:574] : INFO : Epoch 1712 | loss: 0.0312229 | val_loss: 0.0312282 | Time: 2228.99 ms
[2021-11-28 23:40:39 main:574] : INFO : Epoch 1713 | loss: 0.0312217 | val_loss: 0.0312274 | Time: 2232.45 ms
[2021-11-28 23:40:41 main:574] : INFO : Epoch 1714 | loss: 0.031223 | val_loss: 0.0312331 | Time: 2203.72 ms
[2021-11-28 23:40:44 main:574] : INFO : Epoch 1715 | loss: 0.0312273 | val_loss: 0.0312289 | Time: 2239.77 ms
[2021-11-28 23:40:46 main:574] : INFO : Epoch 1716 | loss: 0.0312292 | val_loss: 0.0312316 | Time: 2221.36 ms
[2021-11-28 23:40:48 main:574] : INFO : Epoch 1717 | loss: 0.031224 | val_loss: 0.0312289 | Time: 2223.34 ms
[2021-11-28 23:40:50 main:574] : INFO : Epoch 1718 | loss: 0.0312221 | val_loss: 0.0312291 | Time: 2233.44 ms
[2021-11-28 23:40:52 main:574] : INFO : Epoch 1719 | loss: 0.0312212 | val_loss: 0.031227 | Time: 2229.81 ms
[2021-11-28 23:40:55 main:574] : INFO : Epoch 1720 | loss: 0.0312212 | val_loss: 0.0312309 | Time: 2197.69 ms
[2021-11-28 23:40:57 main:574] : INFO : Epoch 1721 | loss: 0.0312207 | val_loss: 0.0312302 | Time: 2204.12 ms
[2021-11-28 23:40:59 main:574] : INFO : Epoch 1722 | loss: 0.0312219 | val_loss: 0.0312265 | Time: 2232.94 ms
[2021-11-28 23:41:01 main:574] : INFO : Epoch 1723 | loss: 0.0312223 | val_loss: 0.0312339 | Time: 2235.87 ms
[2021-11-28 23:41:04 main:574] : INFO : Epoch 1724 | loss: 0.0312265 | val_loss: 0.0312272 | Time: 2236.13 ms
[2021-11-28 23:41:06 main:574] : INFO : Epoch 1725 | loss: 0.031223 | val_loss: 0.0312293 | Time: 2213.49 ms
[2021-11-28 23:41:08 main:574] : INFO : Epoch 1726 | loss: 0.0312236 | val_loss: 0.0312313 | Time: 2230.97 ms
[2021-11-28 23:41:10 main:574] : INFO : Epoch 1727 | loss: 0.0312244 | val_loss: 0.0312318 | Time: 2196.93 ms
[2021-11-28 23:41:12 main:574] : INFO : Epoch 1728 | loss: 0.0312232 | val_loss: 0.0312287 | Time: 2233.72 ms
[2021-11-28 23:41:15 main:574] : INFO : Epoch 1729 | loss: 0.031222 | val_loss: 0.0312296 | Time: 2204.82 ms
[2021-11-28 23:41:17 main:574] : INFO : Epoch 1730 | loss: 0.0312233 | val_loss: 0.0312288 | Time: 2218.33 ms
[2021-11-28 23:41:19 main:574] : INFO : Epoch 1731 | loss: 0.0312212 | val_loss: 0.0312291 | Time: 2202.01 ms
[2021-11-28 23:41:21 main:574] : INFO : Epoch 1732 | loss: 0.0312214 | val_loss: 0.0312276 | Time: 2226.11 ms
[2021-11-28 23:41:24 main:574] : INFO : Epoch 1733 | loss: 0.0312226 | val_loss: 0.0312349 | Time: 2250.37 ms
[2021-11-28 23:41:26 main:574] : INFO : Epoch 1734 | loss: 0.0312236 | val_loss: 0.0312291 | Time: 2214.46 ms
[2021-11-28 23:41:28 main:574] : INFO : Epoch 1735 | loss: 0.0312206 | val_loss: 0.0312289 | Time: 2217.74 ms
[2021-11-28 23:41:30 main:574] : INFO : Epoch 1736 | loss: 0.031221 | val_loss: 0.0312271 | Time: 2221.69 ms
[2021-11-28 23:41:32 main:574] : INFO : Epoch 1737 | loss: 0.0312215 | val_loss: 0.0312307 | Time: 2222.08 ms
[2021-11-28 23:41:35 main:574] : INFO : Epoch 1738 | loss: 0.0312209 | val_loss: 0.0312286 | Time: 2216.91 ms
[2021-11-28 23:41:37 main:574] : INFO : Epoch 1739 | loss: 0.031221 | val_loss: 0.0312299 | Time: 2218.79 ms
[2021-11-28 23:41:39 main:574] : INFO : Epoch 1740 | loss: 0.0312216 | val_loss: 0.0312328 | Time: 2209.59 ms
[2021-11-28 23:41:41 main:574] : INFO : Epoch 1741 | loss: 0.0312217 | val_loss: 0.0312271 | Time: 2211.9 ms
[2021-11-28 23:41:44 main:574] : INFO : Epoch 1742 | loss: 0.0312213 | val_loss: 0.0312292 | Time: 2201.12 ms
[2021-11-28 23:41:46 main:574] : INFO : Epoch 1743 | loss: 0.031222 | val_loss: 0.0312281 | Time: 2238.26 ms
[2021-11-28 23:41:48 main:574] : INFO : Epoch 1744 | loss: 0.0312214 | val_loss: 0.0312279 | Time: 2213.16 ms
[2021-11-28 23:41:50 main:574] : INFO : Epoch 1745 | loss: 0.0312212 | val_loss: 0.0312325 | Time: 2264.71 ms
[2021-11-28 23:41:52 main:574] : INFO : Epoch 1746 | loss: 0.0312232 | val_loss: 0.0312312 | Time: 2222.47 ms
[2021-11-28 23:41:55 main:574] : INFO : Epoch 1747 | loss: 0.0312213 | val_loss: 0.0312305 | Time: 2241.48 ms
[2021-11-28 23:41:57 main:574] : INFO : Epoch 1748 | loss: 0.0312215 | val_loss: 0.0312303 | Time: 2229.07 ms
[2021-11-28 23:41:59 main:574] : INFO : Epoch 1749 | loss: 0.0312231 | val_loss: 0.0312295 | Time: 2253.32 ms
[2021-11-28 23:42:01 main:574] : INFO : Epoch 1750 | loss: 0.0312211 | val_loss: 0.0312265 | Time: 2220.92 ms
[2021-11-28 23:42:04 main:574] : INFO : Epoch 1751 | loss: 0.0312216 | val_loss: 0.0312287 | Time: 2223.63 ms
[2021-11-28 23:42:06 main:574] : INFO : Epoch 1752 | loss: 0.0312231 | val_loss: 0.0312274 | Time: 2231.71 ms
[2021-11-28 23:42:08 main:574] : INFO : Epoch 1753 | loss: 0.0312218 | val_loss: 0.0312294 | Time: 2243.45 ms
[2021-11-28 23:42:10 main:574] : INFO : Epoch 1754 | loss: 0.0312213 | val_loss: 0.0312278 | Time: 2236.27 ms
[2021-11-28 23:42:13 main:574] : INFO : Epoch 1755 | loss: 0.0312213 | val_loss: 0.0312285 | Time: 2216.62 ms
[2021-11-28 23:42:15 main:574] : INFO : Epoch 1756 | loss: 0.0312215 | val_loss: 0.0312333 | Time: 2208.52 ms
[2021-11-28 23:42:17 main:574] : INFO : Epoch 1757 | loss: 0.0312276 | val_loss: 0.0312313 | Time: 2214.24 ms
[2021-11-28 23:42:19 main:574] : INFO : Epoch 1758 | loss: 0.0312238 | val_loss: 0.0312334 | Time: 2222.67 ms
[2021-11-28 23:42:21 main:574] : INFO : Epoch 1759 | loss: 0.0312232 | val_loss: 0.0312282 | Time: 2217.92 ms
[2021-11-28 23:42:24 main:574] : INFO : Epoch 1760 | loss: 0.0312244 | val_loss: 0.0312274 | Time: 2233.38 ms
[2021-11-28 23:42:26 main:574] : INFO : Epoch 1761 | loss: 0.0312216 | val_loss: 0.0312315 | Time: 2229.73 ms
[2021-11-28 23:42:28 main:574] : INFO : Epoch 1762 | loss: 0.0312222 | val_loss: 0.0312314 | Time: 2234.15 ms
[2021-11-28 23:42:30 main:574] : INFO : Epoch 1763 | loss: 0.0312245 | val_loss: 0.0312326 | Time: 2255.73 ms
[2021-11-28 23:42:33 main:574] : INFO : Epoch 1764 | loss: 0.0312245 | val_loss: 0.0312293 | Time: 2221.07 ms
[2021-11-28 23:42:35 main:574] : INFO : Epoch 1765 | loss: 0.0312207 | val_loss: 0.0312296 | Time: 2229.24 ms
[2021-11-28 23:42:37 main:574] : INFO : Epoch 1766 | loss: 0.0312215 | val_loss: 0.0312364 | Time: 2236.69 ms
[2021-11-28 23:42:39 main:574] : INFO : Epoch 1767 | loss: 0.0312238 | val_loss: 0.0312351 | Time: 2251.98 ms
[2021-11-28 23:42:42 main:574] : INFO : Epoch 1768 | loss: 0.0312211 | val_loss: 0.0312334 | Time: 2234.01 ms
[2021-11-28 23:42:44 main:574] : INFO : Epoch 1769 | loss: 0.0312215 | val_loss: 0.0312287 | Time: 2235.03 ms
[2021-11-28 23:42:46 main:574] : INFO : Epoch 1770 | loss: 0.0312207 | val_loss: 0.0312295 | Time: 2232.08 ms
[2021-11-28 23:42:48 main:574] : INFO : Epoch 1771 | loss: 0.0312235 | val_loss: 0.0312298 | Time: 2219.24 ms
[2021-11-28 23:42:51 main:574] : INFO : Epoch 1772 | loss: 0.0312252 | val_loss: 0.0312336 | Time: 2221.07 ms
[2021-11-28 23:42:53 main:574] : INFO : Epoch 1773 | loss: 0.0312212 | val_loss: 0.0312312 | Time: 2239.89 ms
[2021-11-28 23:42:55 main:574] : INFO : Epoch 1774 | loss: 0.0312217 | val_loss: 0.031229 | Time: 2223.29 ms
[2021-11-28 23:42:57 main:574] : INFO : Epoch 1775 | loss: 0.0312206 | val_loss: 0.0312388 | Time: 2232.44 ms
[2021-11-28 23:43:00 main:574] : INFO : Epoch 1776 | loss: 0.0312253 | val_loss: 0.0312361 | Time: 2254.86 ms
[2021-11-28 23:43:02 main:574] : INFO : Epoch 1777 | loss: 0.031221 | val_loss: 0.0312324 | Time: 2210.26 ms
[2021-11-28 23:43:04 main:574] : INFO : Epoch 1778 | loss: 0.0312239 | val_loss: 0.031231 | Time: 2241.17 ms
[2021-11-28 23:43:06 main:574] : INFO : Epoch 1779 | loss: 0.0312224 | val_loss: 0.0312295 | Time: 2198.13 ms
[2021-11-28 23:43:08 main:574] : INFO : Epoch 1780 | loss: 0.0312216 | val_loss: 0.0312327 | Time: 2224.42 ms
[2021-11-28 23:43:11 main:574] : INFO : Epoch 1781 | loss: 0.0312222 | val_loss: 0.0312312 | Time: 2232.86 ms
[2021-11-28 23:43:13 main:574] : INFO : Epoch 1782 | loss: 0.0312212 | val_loss: 0.031235 | Time: 2255.14 ms
[2021-11-28 23:43:15 main:574] : INFO : Epoch 1783 | loss: 0.0312235 | val_loss: 0.0312333 | Time: 2245.7 ms
[2021-11-28 23:43:17 main:574] : INFO : Epoch 1784 | loss: 0.0312221 | val_loss: 0.0312285 | Time: 2256.31 ms
[2021-11-28 23:43:20 main:574] : INFO : Epoch 1785 | loss: 0.0312247 | val_loss: 0.0312298 | Time: 2245.44 ms
[2021-11-28 23:43:22 main:574] : INFO : Epoch 1786 | loss: 0.0312248 | val_loss: 0.0312318 | Time: 2233.36 ms
[2021-11-28 23:43:24 main:574] : INFO : Epoch 1787 | loss: 0.0312214 | val_loss: 0.0312297 | Time: 2190.84 ms
[2021-11-28 23:43:26 main:574] : INFO : Epoch 1788 | loss: 0.0312213 | val_loss: 0.0312358 | Time: 2216.98 ms
[2021-11-28 23:43:29 main:574] : INFO : Epoch 1789 | loss: 0.0312236 | val_loss: 0.0312303 | Time: 2256.26 ms
[2021-11-28 23:43:31 main:574] : INFO : Epoch 1790 | loss: 0.0312232 | val_loss: 0.0312315 | Time: 2203.73 ms
[2021-11-28 23:43:33 main:574] : INFO : Epoch 1791 | loss: 0.031223 | val_loss: 0.0312296 | Time: 2233.26 ms
[2021-11-28 23:43:35 main:574] : INFO : Epoch 1792 | loss: 0.0312211 | val_loss: 0.0312306 | Time: 2236.83 ms
[2021-11-28 23:43:37 main:574] : INFO : Epoch 1793 | loss: 0.0312227 | val_loss: 0.0312277 | Time: 2210.56 ms
[2021-11-28 23:43:40 main:574] : INFO : Epoch 1794 | loss: 0.0312245 | val_loss: 0.0312307 | Time: 2228.08 ms
[2021-11-28 23:43:42 main:574] : INFO : Epoch 1795 | loss: 0.0312215 | val_loss: 0.0312289 | Time: 2220.38 ms
[2021-11-28 23:43:44 main:574] : INFO : Epoch 1796 | loss: 0.0312211 | val_loss: 0.0312263 | Time: 2216.14 ms
[2021-11-28 23:43:46 main:574] : INFO : Epoch 1797 | loss: 0.0312245 | val_loss: 0.0312321 | Time: 2213.41 ms
[2021-11-28 23:43:49 main:574] : INFO : Epoch 1798 | loss: 0.0312228 | val_loss: 0.0312299 | Time: 2242.05 ms
[2021-11-28 23:43:51 main:574] : INFO : Epoch 1799 | loss: 0.031225 | val_loss: 0.0312348 | Time: 2220.62 ms
[2021-11-28 23:43:53 main:574] : INFO : Epoch 1800 | loss: 0.0312248 | val_loss: 0.0312281 | Time: 2226.11 ms
[2021-11-28 23:43:55 main:574] : INFO : Epoch 1801 | loss: 0.0312204 | val_loss: 0.0312264 | Time: 2199 ms
[2021-11-28 23:43:57 main:574] : INFO : Epoch 1802 | loss: 0.0312209 | val_loss: 0.0312284 | Time: 2240.19 ms
[2021-11-28 23:44:00 main:574] : INFO : Epoch 1803 | loss: 0.0312208 | val_loss: 0.031228 | Time: 2214.34 ms
[2021-11-28 23:44:02 main:574] : INFO : Epoch 1804 | loss: 0.0312203 | val_loss: 0.0312276 | Time: 2239.66 ms
[2021-11-28 23:44:04 main:574] : INFO : Epoch 1805 | loss: 0.0312211 | val_loss: 0.0312273 | Time: 2243.85 ms
[2021-11-28 23:44:06 main:574] : INFO : Epoch 1806 | loss: 0.0312246 | val_loss: 0.0312351 | Time: 2212.27 ms
[2021-11-28 23:44:09 main:574] : INFO : Epoch 1807 | loss: 0.031229 | val_loss: 0.0312315 | Time: 2197.84 ms
[2021-11-28 23:44:11 main:574] : INFO : Epoch 1808 | loss: 0.0312218 | val_loss: 0.0312282 | Time: 2225.16 ms
[2021-11-28 23:44:13 main:574] : INFO : Epoch 1809 | loss: 0.0312233 | val_loss: 0.0312305 | Time: 2213.67 ms
[2021-11-28 23:44:15 main:574] : INFO : Epoch 1810 | loss: 0.0312215 | val_loss: 0.0312282 | Time: 2250.71 ms
[2021-11-28 23:44:18 main:574] : INFO : Epoch 1811 | loss: 0.0312207 | val_loss: 0.0312354 | Time: 2224.63 ms
[2021-11-28 23:44:20 main:574] : INFO : Epoch 1812 | loss: 0.0312221 | val_loss: 0.0312282 | Time: 2224.63 ms
[2021-11-28 23:44:22 main:574] : INFO : Epoch 1813 | loss: 0.0312213 | val_loss: 0.0312358 | Time: 2229.94 ms
[2021-11-28 23:44:24 main:574] : INFO : Epoch 1814 | loss: 0.0312234 | val_loss: 0.0312304 | Time: 2228.61 ms
[2021-11-28 23:44:26 main:574] : INFO : Epoch 1815 | loss: 0.0312227 | val_loss: 0.0312326 | Time: 2254.04 ms
[2021-11-28 23:44:29 main:574] : INFO : Epoch 1816 | loss: 0.0312216 | val_loss: 0.0312284 | Time: 2213.67 ms
[2021-11-28 23:44:31 main:574] : INFO : Epoch 1817 | loss: 0.0312214 | val_loss: 0.031225 | Time: 2259.43 ms
[2021-11-28 23:44:33 main:574] : INFO : Epoch 1818 | loss: 0.0312206 | val_loss: 0.031228 | Time: 2243.09 ms
[2021-11-28 23:44:35 main:574] : INFO : Epoch 1819 | loss: 0.0312234 | val_loss: 0.0312322 | Time: 2227.79 ms
[2021-11-28 23:44:38 main:574] : INFO : Epoch 1820 | loss: 0.0312234 | val_loss: 0.0312276 | Time: 2241.21 ms
[2021-11-28 23:44:40 main:574] : INFO : Epoch 1821 | loss: 0.0312225 | val_loss: 0.0312293 | Time: 2232.32 ms
[2021-11-28 23:44:42 main:574] : INFO : Epoch 1822 | loss: 0.0312231 | val_loss: 0.03123 | Time: 2245.35 ms
[2021-11-28 23:44:44 main:574] : INFO : Epoch 1823 | loss: 0.0312231 | val_loss: 0.0312282 | Time: 2224.98 ms
[2021-11-28 23:44:47 main:574] : INFO : Epoch 1824 | loss: 0.0312225 | val_loss: 0.031225 | Time: 2203.74 ms
[2021-11-28 23:44:49 main:574] : INFO : Epoch 1825 | loss: 0.0312249 | val_loss: 0.0312283 | Time: 2231.87 ms
[2021-11-28 23:44:51 main:574] : INFO : Epoch 1826 | loss: 0.0312232 | val_loss: 0.0312257 | Time: 2216.96 ms
[2021-11-28 23:44:53 main:574] : INFO : Epoch 1827 | loss: 0.0312222 | val_loss: 0.0312266 | Time: 2227.24 ms
[2021-11-28 23:44:56 main:574] : INFO : Epoch 1828 | loss: 0.0312213 | val_loss: 0.0312281 | Time: 2229.75 ms
[2021-11-28 23:44:58 main:574] : INFO : Epoch 1829 | loss: 0.0312219 | val_loss: 0.031226 | Time: 2213.12 ms
[2021-11-28 23:45:00 main:574] : INFO : Epoch 1830 | loss: 0.0312225 | val_loss: 0.0312286 | Time: 2220.84 ms
[2021-11-28 23:45:02 main:574] : INFO : Epoch 1831 | loss: 0.0312228 | val_loss: 0.0312323 | Time: 2238.95 ms
[2021-11-28 23:45:04 main:574] : INFO : Epoch 1832 | loss: 0.0312245 | val_loss: 0.0312259 | Time: 2247.34 ms
[2021-11-28 23:45:07 main:574] : INFO : Epoch 1833 | loss: 0.0312231 | val_loss: 0.0312306 | Time: 2196.78 ms
[2021-11-28 23:45:09 main:574] : INFO : Epoch 1834 | loss: 0.0312215 | val_loss: 0.0312274 | Time: 2212.38 ms
[2021-11-28 23:45:11 main:574] : INFO : Epoch 1835 | loss: 0.0312255 | val_loss: 0.0312282 | Time: 2247.63 ms
[2021-11-28 23:45:13 main:574] : INFO : Epoch 1836 | loss: 0.0312259 | val_loss: 0.0312318 | Time: 2215.62 ms
[2021-11-28 23:45:16 main:574] : INFO : Epoch 1837 | loss: 0.0312217 | val_loss: 0.0312265 | Time: 2240.82 ms
[2021-11-28 23:45:18 main:574] : INFO : Epoch 1838 | loss: 0.031221 | val_loss: 0.0312272 | Time: 2227.24 ms
[2021-11-28 23:45:20 main:574] : INFO : Epoch 1839 | loss: 0.0312214 | val_loss: 0.0312283 | Time: 2192.33 ms
[2021-11-28 23:45:22 main:574] : INFO : Epoch 1840 | loss: 0.0312219 | val_loss: 0.0312271 | Time: 2225.84 ms
[2021-11-28 23:45:25 main:574] : INFO : Epoch 1841 | loss: 0.0312231 | val_loss: 0.0312264 | Time: 2253.56 ms
[2021-11-28 23:45:27 main:574] : INFO : Epoch 1842 | loss: 0.0312267 | val_loss: 0.0312261 | Time: 2218.23 ms
[2021-11-28 23:45:29 main:574] : INFO : Epoch 1843 | loss: 0.0312234 | val_loss: 0.031226 | Time: 2187.59 ms
[2021-11-28 23:45:31 main:574] : INFO : Epoch 1844 | loss: 0.0312215 | val_loss: 0.0312263 | Time: 2205.3 ms
[2021-11-28 23:45:33 main:574] : INFO : Epoch 1845 | loss: 0.0312234 | val_loss: 0.0312255 | Time: 2230.34 ms
[2021-11-28 23:45:36 main:574] : INFO : Epoch 1846 | loss: 0.0312247 | val_loss: 0.0312353 | Time: 2228.35 ms
[2021-11-28 23:45:38 main:574] : INFO : Epoch 1847 | loss: 0.0312246 | val_loss: 0.0312257 | Time: 2218.19 ms
[2021-11-28 23:45:40 main:574] : INFO : Epoch 1848 | loss: 0.0312212 | val_loss: 0.0312254 | Time: 2218.59 ms
[2021-11-28 23:45:42 main:574] : INFO : Epoch 1849 | loss: 0.0312236 | val_loss: 0.0312308 | Time: 2225.52 ms
[2021-11-28 23:45:44 main:574] : INFO : Epoch 1850 | loss: 0.0312261 | val_loss: 0.0312251 | Time: 2207.68 ms
[2021-11-28 23:45:47 main:574] : INFO : Epoch 1851 | loss: 0.0312219 | val_loss: 0.0312302 | Time: 2240.45 ms
[2021-11-28 23:45:49 main:574] : INFO : Epoch 1852 | loss: 0.0312261 | val_loss: 0.0312335 | Time: 2229.19 ms
[2021-11-28 23:45:51 main:574] : INFO : Epoch 1853 | loss: 0.0312248 | val_loss: 0.0312286 | Time: 2220.58 ms
[2021-11-28 23:45:53 main:574] : INFO : Epoch 1854 | loss: 0.0312216 | val_loss: 0.0312261 | Time: 2237.44 ms
[2021-11-28 23:45:56 main:574] : INFO : Epoch 1855 | loss: 0.031222 | val_loss: 0.0312275 | Time: 2221.21 ms
[2021-11-28 23:45:58 main:574] : INFO : Epoch 1856 | loss: 0.0312225 | val_loss: 0.0312252 | Time: 2231.49 ms
[2021-11-28 23:46:00 main:574] : INFO : Epoch 1857 | loss: 0.0312244 | val_loss: 0.031226 | Time: 2217.21 ms
[2021-11-28 23:46:02 main:574] : INFO : Epoch 1858 | loss: 0.0312224 | val_loss: 0.0312271 | Time: 2218.43 ms
[2021-11-28 23:46:05 main:574] : INFO : Epoch 1859 | loss: 0.0312221 | val_loss: 0.0312261 | Time: 2216.15 ms
[2021-11-28 23:46:07 main:574] : INFO : Epoch 1860 | loss: 0.0312258 | val_loss: 0.0312274 | Time: 2259.04 ms
[2021-11-28 23:46:09 main:574] : INFO : Epoch 1861 | loss: 0.0312272 | val_loss: 0.0312309 | Time: 2226.49 ms
[2021-11-28 23:46:11 main:574] : INFO : Epoch 1862 | loss: 0.0312226 | val_loss: 0.0312258 | Time: 2248.38 ms
[2021-11-28 23:46:14 main:574] : INFO : Epoch 1863 | loss: 0.0312213 | val_loss: 0.031226 | Time: 2222.82 ms
[2021-11-28 23:46:16 main:574] : INFO : Epoch 1864 | loss: 0.0312224 | val_loss: 0.0312255 | Time: 2223.18 ms
[2021-11-28 23:46:18 main:574] : INFO : Epoch 1865 | loss: 0.031222 | val_loss: 0.0312256 | Time: 2215.65 ms
[2021-11-28 23:46:20 main:574] : INFO : Epoch 1866 | loss: 0.031222 | val_loss: 0.0312289 | Time: 2230.55 ms
[2021-11-28 23:46:22 main:574] : INFO : Epoch 1867 | loss: 0.0312234 | val_loss: 0.0312319 | Time: 2238.3 ms
[2021-11-28 23:46:25 main:574] : INFO : Epoch 1868 | loss: 0.0312283 | val_loss: 0.031236 | Time: 2235.29 ms
[2021-11-28 23:46:27 main:574] : INFO : Epoch 1869 | loss: 0.0312277 | val_loss: 0.0312288 | Time: 2214.48 ms
[2021-11-28 23:46:29 main:574] : INFO : Epoch 1870 | loss: 0.0312236 | val_loss: 0.0312277 | Time: 2233.65 ms
[2021-11-28 23:46:31 main:574] : INFO : Epoch 1871 | loss: 0.0312235 | val_loss: 0.0312285 | Time: 2235.99 ms
[2021-11-28 23:46:34 main:574] : INFO : Epoch 1872 | loss: 0.0312234 | val_loss: 0.031231 | Time: 2212.7 ms
[2021-11-28 23:46:36 main:574] : INFO : Epoch 1873 | loss: 0.0312226 | val_loss: 0.031228 | Time: 2234.44 ms
[2021-11-28 23:46:38 main:574] : INFO : Epoch 1874 | loss: 0.0312221 | val_loss: 0.0312381 | Time: 2237.45 ms
[2021-11-28 23:46:40 main:574] : INFO : Epoch 1875 | loss: 0.0312286 | val_loss: 0.0312291 | Time: 2231.31 ms
[2021-11-28 23:46:43 main:574] : INFO : Epoch 1876 | loss: 0.0312231 | val_loss: 0.0312255 | Time: 2259.34 ms
[2021-11-28 23:46:45 main:574] : INFO : Epoch 1877 | loss: 0.0312227 | val_loss: 0.0312249 | Time: 2242.87 ms
[2021-11-28 23:46:47 main:574] : INFO : Epoch 1878 | loss: 0.031222 | val_loss: 0.0312247 | Time: 2209.75 ms
[2021-11-28 23:46:49 main:574] : INFO : Epoch 1879 | loss: 0.0312216 | val_loss: 0.0312257 | Time: 2225.86 ms
[2021-11-28 23:46:51 main:574] : INFO : Epoch 1880 | loss: 0.0312239 | val_loss: 0.0312252 | Time: 2240.35 ms
[2021-11-28 23:46:54 main:574] : INFO : Epoch 1881 | loss: 0.0312231 | val_loss: 0.0312255 | Time: 2243.95 ms
[2021-11-28 23:46:56 main:574] : INFO : Epoch 1882 | loss: 0.0312215 | val_loss: 0.0312247 | Time: 2223.77 ms
[2021-11-28 23:46:58 main:574] : INFO : Epoch 1883 | loss: 0.0312224 | val_loss: 0.0312251 | Time: 2225.54 ms
[2021-11-28 23:47:00 main:574] : INFO : Epoch 1884 | loss: 0.031224 | val_loss: 0.0312247 | Time: 2209.39 ms
[2021-11-28 23:47:03 main:574] : INFO : Epoch 1885 | loss: 0.0312231 | val_loss: 0.0312246 | Time: 2246.69 ms
[2021-11-28 23:47:05 main:574] : INFO : Epoch 1886 | loss: 0.0312233 | val_loss: 0.0312253 | Time: 2226.32 ms
[2021-11-28 23:47:07 main:574] : INFO : Epoch 1887 | loss: 0.0312252 | val_loss: 0.0312259 | Time: 2235.35 ms
[2021-11-28 23:47:09 main:574] : INFO : Epoch 1888 | loss: 0.0312225 | val_loss: 0.031228 | Time: 2245.39 ms
[2021-11-28 23:47:12 main:574] : INFO : Epoch 1889 | loss: 0.0312233 | val_loss: 0.0312268 | Time: 2220.37 ms
[2021-11-28 23:47:14 main:574] : INFO : Epoch 1890 | loss: 0.0312226 | val_loss: 0.0312248 | Time: 2210.03 ms
[2021-11-28 23:47:16 main:574] : INFO : Epoch 1891 | loss: 0.031222 | val_loss: 0.0312266 | Time: 2236.01 ms
[2021-11-28 23:47:18 main:574] : INFO : Epoch 1892 | loss: 0.0312231 | val_loss: 0.0312244 | Time: 2223.77 ms
[2021-11-28 23:47:21 main:574] : INFO : Epoch 1893 | loss: 0.0312219 | val_loss: 0.0312255 | Time: 2227.82 ms
[2021-11-28 23:47:23 main:574] : INFO : Epoch 1894 | loss: 0.0312242 | val_loss: 0.0312264 | Time: 2233.67 ms
[2021-11-28 23:47:25 main:574] : INFO : Epoch 1895 | loss: 0.0312233 | val_loss: 0.0312278 | Time: 2253.9 ms
[2021-11-28 23:47:27 main:574] : INFO : Epoch 1896 | loss: 0.0312265 | val_loss: 0.0312265 | Time: 2251.65 ms
[2021-11-28 23:47:29 main:574] : INFO : Epoch 1897 | loss: 0.0312217 | val_loss: 0.0312274 | Time: 2202.37 ms
[2021-11-28 23:47:32 main:574] : INFO : Epoch 1898 | loss: 0.0312222 | val_loss: 0.031226 | Time: 2232.12 ms
[2021-11-28 23:47:34 main:574] : INFO : Epoch 1899 | loss: 0.0312223 | val_loss: 0.0312254 | Time: 2219.02 ms
[2021-11-28 23:47:36 main:574] : INFO : Epoch 1900 | loss: 0.0312218 | val_loss: 0.0312252 | Time: 2204.97 ms
[2021-11-28 23:47:38 main:574] : INFO : Epoch 1901 | loss: 0.0312232 | val_loss: 0.0312271 | Time: 2246.35 ms
[2021-11-28 23:47:41 main:574] : INFO : Epoch 1902 | loss: 0.0312223 | val_loss: 0.0312258 | Time: 2258.87 ms
[2021-11-28 23:47:43 main:574] : INFO : Epoch 1903 | loss: 0.0312218 | val_loss: 0.0312268 | Time: 2231.17 ms
[2021-11-28 23:47:45 main:574] : INFO : Epoch 1904 | loss: 0.0312213 | val_loss: 0.0312268 | Time: 2238.67 ms
[2021-11-28 23:47:47 main:574] : INFO : Epoch 1905 | loss: 0.031223 | val_loss: 0.0312284 | Time: 2253.43 ms
[2021-11-28 23:47:50 main:574] : INFO : Epoch 1906 | loss: 0.0312231 | val_loss: 0.0312318 | Time: 2221.51 ms
[2021-11-28 23:47:52 main:574] : INFO : Epoch 1907 | loss: 0.0312236 | val_loss: 0.0312267 | Time: 2248.4 ms
[2021-11-28 23:47:54 main:574] : INFO : Epoch 1908 | loss: 0.0312229 | val_loss: 0.0312271 | Time: 2228.32 ms
[2021-11-28 23:47:56 main:574] : INFO : Epoch 1909 | loss: 0.0312235 | val_loss: 0.0312311 | Time: 2241.5 ms
[2021-11-28 23:47:59 main:574] : INFO : Epoch 1910 | loss: 0.0312224 | val_loss: 0.0312278 | Time: 2217.17 ms
[2021-11-28 23:48:01 main:574] : INFO : Epoch 1911 | loss: 0.0312228 | val_loss: 0.0312249 | Time: 2232.82 ms
[2021-11-28 23:48:03 main:574] : INFO : Epoch 1912 | loss: 0.0312221 | val_loss: 0.0312263 | Time: 2211.6 ms
[2021-11-28 23:48:05 main:574] : INFO : Epoch 1913 | loss: 0.031222 | val_loss: 0.0312275 | Time: 2223.36 ms
[2021-11-28 23:48:07 main:574] : INFO : Epoch 1914 | loss: 0.0312219 | val_loss: 0.0312264 | Time: 2228.62 ms
[2021-11-28 23:48:10 main:574] : INFO : Epoch 1915 | loss: 0.0312259 | val_loss: 0.031228 | Time: 2221.83 ms
[2021-11-28 23:48:12 main:574] : INFO : Epoch 1916 | loss: 0.0312273 | val_loss: 0.0312272 | Time: 2240.33 ms
[2021-11-28 23:48:14 main:574] : INFO : Epoch 1917 | loss: 0.0312278 | val_loss: 0.0312271 | Time: 2252.91 ms
[2021-11-28 23:48:16 main:574] : INFO : Epoch 1918 | loss: 0.0312238 | val_loss: 0.0312356 | Time: 2201.6 ms
[2021-11-28 23:48:19 main:574] : INFO : Epoch 1919 | loss: 0.0312261 | val_loss: 0.0312261 | Time: 2233.49 ms
[2021-11-28 23:48:21 main:574] : INFO : Epoch 1920 | loss: 0.0312224 | val_loss: 0.0312258 | Time: 2205.51 ms
[2021-11-28 23:48:23 main:574] : INFO : Epoch 1921 | loss: 0.0312229 | val_loss: 0.0312265 | Time: 2215.99 ms
[2021-11-28 23:48:25 main:574] : INFO : Epoch 1922 | loss: 0.031222 | val_loss: 0.0312252 | Time: 2222.62 ms
[2021-11-28 23:48:27 main:574] : INFO : Epoch 1923 | loss: 0.0312229 | val_loss: 0.0312357 | Time: 2226.99 ms
[2021-11-28 23:48:30 main:574] : INFO : Epoch 1924 | loss: 0.0312233 | val_loss: 0.0312262 | Time: 2218.45 ms
[2021-11-28 23:48:32 main:574] : INFO : Epoch 1925 | loss: 0.0312231 | val_loss: 0.0312271 | Time: 2214.6 ms
[2021-11-28 23:48:34 main:574] : INFO : Epoch 1926 | loss: 0.0312224 | val_loss: 0.0312251 | Time: 2250.74 ms
[2021-11-28 23:48:36 main:574] : INFO : Epoch 1927 | loss: 0.0312221 | val_loss: 0.0312252 | Time: 2226.65 ms
[2021-11-28 23:48:39 main:574] : INFO : Epoch 1928 | loss: 0.0312231 | val_loss: 0.031227 | Time: 2219.02 ms
[2021-11-28 23:48:41 main:574] : INFO : Epoch 1929 | loss: 0.0312259 | val_loss: 0.03123 | Time: 2199.12 ms
[2021-11-28 23:48:43 main:574] : INFO : Epoch 1930 | loss: 0.0312271 | val_loss: 0.0312265 | Time: 2225.02 ms
[2021-11-28 23:48:45 main:574] : INFO : Epoch 1931 | loss: 0.0312225 | val_loss: 0.0312255 | Time: 2232.13 ms
[2021-11-28 23:48:48 main:574] : INFO : Epoch 1932 | loss: 0.0312219 | val_loss: 0.0312285 | Time: 2226.89 ms
[2021-11-28 23:48:50 main:574] : INFO : Epoch 1933 | loss: 0.0312275 | val_loss: 0.0312277 | Time: 2224.84 ms
[2021-11-28 23:48:52 main:574] : INFO : Epoch 1934 | loss: 0.0312304 | val_loss: 0.0312287 | Time: 2245.05 ms
[2021-11-28 23:48:54 main:574] : INFO : Epoch 1935 | loss: 0.0312249 | val_loss: 0.0312278 | Time: 2214.81 ms
[2021-11-28 23:48:56 main:574] : INFO : Epoch 1936 | loss: 0.0312219 | val_loss: 0.0312252 | Time: 2223.28 ms
[2021-11-28 23:48:59 main:574] : INFO : Epoch 1937 | loss: 0.031225 | val_loss: 0.0312254 | Time: 2224.93 ms
[2021-11-28 23:49:01 main:574] : INFO : Epoch 1938 | loss: 0.0312233 | val_loss: 0.031227 | Time: 2267.5 ms
[2021-11-28 23:49:03 main:574] : INFO : Epoch 1939 | loss: 0.0312272 | val_loss: 0.0312295 | Time: 2210.86 ms
[2021-11-28 23:49:05 main:574] : INFO : Epoch 1940 | loss: 0.0312281 | val_loss: 0.0312377 | Time: 2216.54 ms
[2021-11-28 23:49:08 main:574] : INFO : Epoch 1941 | loss: 0.0312251 | val_loss: 0.0312274 | Time: 2201.43 ms
[2021-11-28 23:49:10 main:574] : INFO : Epoch 1942 | loss: 0.0312223 | val_loss: 0.0312254 | Time: 2229.28 ms
[2021-11-28 23:49:12 main:574] : INFO : Epoch 1943 | loss: 0.0312227 | val_loss: 0.0312261 | Time: 2182.78 ms
[2021-11-28 23:49:14 main:574] : INFO : Epoch 1944 | loss: 0.0312226 | val_loss: 0.0312253 | Time: 2223.77 ms
[2021-11-28 23:49:16 main:574] : INFO : Epoch 1945 | loss: 0.031224 | val_loss: 0.0312446 | Time: 2235.05 ms
[2021-11-28 23:49:19 main:574] : INFO : Epoch 1946 | loss: 0.031231 | val_loss: 0.0312299 | Time: 2230.11 ms
[2021-11-28 23:49:21 main:574] : INFO : Epoch 1947 | loss: 0.0312247 | val_loss: 0.0312316 | Time: 2234.44 ms
[2021-11-28 23:49:23 main:574] : INFO : Epoch 1948 | loss: 0.0312235 | val_loss: 0.0312256 | Time: 2226.95 ms
[2021-11-28 23:49:25 main:574] : INFO : Epoch 1949 | loss: 0.0312248 | val_loss: 0.0312311 | Time: 2215.8 ms
[2021-11-28 23:49:28 main:574] : INFO : Epoch 1950 | loss: 0.0312239 | val_loss: 0.0312297 | Time: 2241.83 ms
[2021-11-28 23:49:30 main:574] : INFO : Epoch 1951 | loss: 0.0312218 | val_loss: 0.0312292 | Time: 2274.05 ms
[2021-11-28 23:49:32 main:574] : INFO : Epoch 1952 | loss: 0.0312231 | val_loss: 0.0312274 | Time: 2258.15 ms
[2021-11-28 23:49:34 main:574] : INFO : Epoch 1953 | loss: 0.0312221 | val_loss: 0.0312257 | Time: 2245.7 ms
[2021-11-28 23:49:37 main:574] : INFO : Epoch 1954 | loss: 0.0312235 | val_loss: 0.0312293 | Time: 2250.77 ms
[2021-11-28 23:49:39 main:574] : INFO : Epoch 1955 | loss: 0.0312215 | val_loss: 0.0312277 | Time: 2200.84 ms
[2021-11-28 23:49:41 main:574] : INFO : Epoch 1956 | loss: 0.031222 | val_loss: 0.0312257 | Time: 2234.59 ms
[2021-11-28 23:49:43 main:574] : INFO : Epoch 1957 | loss: 0.0312221 | val_loss: 0.0312258 | Time: 2261.69 ms
[2021-11-28 23:49:46 main:574] : INFO : Epoch 1958 | loss: 0.0312248 | val_loss: 0.0312299 | Time: 2233.42 ms
[2021-11-28 23:49:48 main:574] : INFO : Epoch 1959 | loss: 0.0312241 | val_loss: 0.0312263 | Time: 2210.29 ms
[2021-11-28 23:49:50 main:574] : INFO : Epoch 1960 | loss: 0.0312227 | val_loss: 0.0312343 | Time: 2217.38 ms
[2021-11-28 23:49:52 main:574] : INFO : Epoch 1961 | loss: 0.0312289 | val_loss: 0.0312329 | Time: 2204.54 ms
[2021-11-28 23:49:55 main:574] : INFO : Epoch 1962 | loss: 0.0312293 | val_loss: 0.031228 | Time: 2234.05 ms
[2021-11-28 23:49:57 main:574] : INFO : Epoch 1963 | loss: 0.031226 | val_loss: 0.0312302 | Time: 2215.7 ms
[2021-11-28 23:49:59 main:574] : INFO : Epoch 1964 | loss: 0.0312247 | val_loss: 0.0312272 | Time: 2239.53 ms
[2021-11-28 23:50:01 main:574] : INFO : Epoch 1965 | loss: 0.031228 | val_loss: 0.0312383 | Time: 2209.58 ms
[2021-11-28 23:50:03 main:574] : INFO : Epoch 1966 | loss: 0.0312238 | val_loss: 0.0312288 | Time: 2256.19 ms
[2021-11-28 23:50:06 main:574] : INFO : Epoch 1967 | loss: 0.0312242 | val_loss: 0.0312282 | Time: 2232.64 ms
[2021-11-28 23:50:08 main:574] : INFO : Epoch 1968 | loss: 0.031222 | val_loss: 0.0312269 | Time: 2230.23 ms
[2021-11-28 23:50:10 main:574] : INFO : Epoch 1969 | loss: 0.0312207 | val_loss: 0.0312262 | Time: 2236.3 ms
[2021-11-28 23:50:12 main:574] : INFO : Epoch 1970 | loss: 0.0312223 | val_loss: 0.0312281 | Time: 2224.88 ms
[2021-11-28 23:50:15 main:574] : INFO : Epoch 1971 | loss: 0.031222 | val_loss: 0.0312318 | Time: 2195.73 ms
[2021-11-28 23:50:17 main:574] : INFO : Epoch 1972 | loss: 0.0312234 | val_loss: 0.0312279 | Time: 2240.95 ms
[2021-11-28 23:50:19 main:574] : INFO : Epoch 1973 | loss: 0.0312211 | val_loss: 0.0312255 | Time: 2239.99 ms
[2021-11-28 23:50:21 main:574] : INFO : Epoch 1974 | loss: 0.0312234 | val_loss: 0.0312265 | Time: 2199.64 ms
[2021-11-28 23:50:23 main:574] : INFO : Epoch 1975 | loss: 0.0312228 | val_loss: 0.0312278 | Time: 2211.53 ms
[2021-11-28 23:50:26 main:574] : INFO : Epoch 1976 | loss: 0.0312219 | val_loss: 0.0312268 | Time: 2220.05 ms
[2021-11-28 23:50:28 main:574] : INFO : Epoch 1977 | loss: 0.0312232 | val_loss: 0.0312256 | Time: 2226.07 ms
[2021-11-28 23:50:30 main:574] : INFO : Epoch 1978 | loss: 0.0312229 | val_loss: 0.0312243 | Time: 2214.6 ms
[2021-11-28 23:50:32 main:574] : INFO : Epoch 1979 | loss: 0.0312221 | val_loss: 0.0312248 | Time: 2251.42 ms
[2021-11-28 23:50:35 main:574] : INFO : Epoch 1980 | loss: 0.0312215 | val_loss: 0.0312271 | Time: 2250.33 ms
[2021-11-28 23:50:37 main:574] : INFO : Epoch 1981 | loss: 0.031223 | val_loss: 0.0312252 | Time: 2246.36 ms
[2021-11-28 23:50:39 main:574] : INFO : Epoch 1982 | loss: 0.0312231 | val_loss: 0.0312244 | Time: 2208.35 ms
[2021-11-28 23:50:41 main:574] : INFO : Epoch 1983 | loss: 0.0312219 | val_loss: 0.0312254 | Time: 2240.12 ms
[2021-11-28 23:50:44 main:574] : INFO : Epoch 1984 | loss: 0.0312226 | val_loss: 0.0312246 | Time: 2229.83 ms
[2021-11-28 23:50:46 main:574] : INFO : Epoch 1985 | loss: 0.0312237 | val_loss: 0.0312251 | Time: 2237.76 ms
[2021-11-28 23:50:48 main:574] : INFO : Epoch 1986 | loss: 0.0312228 | val_loss: 0.031225 | Time: 2199.61 ms
[2021-11-28 23:50:50 main:574] : INFO : Epoch 1987 | loss: 0.0312219 | val_loss: 0.031226 | Time: 2250.21 ms
[2021-11-28 23:50:53 main:574] : INFO : Epoch 1988 | loss: 0.0312228 | val_loss: 0.0312276 | Time: 2224.24 ms
[2021-11-28 23:50:55 main:574] : INFO : Epoch 1989 | loss: 0.031222 | val_loss: 0.0312248 | Time: 2256.49 ms
[2021-11-28 23:50:57 main:574] : INFO : Epoch 1990 | loss: 0.0312219 | val_loss: 0.0312257 | Time: 2220.48 ms
[2021-11-28 23:50:59 main:574] : INFO : Epoch 1991 | loss: 0.0312218 | val_loss: 0.031226 | Time: 2223.62 ms
[2021-11-28 23:51:01 main:574] : INFO : Epoch 1992 | loss: 0.0312219 | val_loss: 0.0312276 | Time: 2227.16 ms
[2021-11-28 23:51:04 main:574] : INFO : Epoch 1993 | loss: 0.0312223 | val_loss: 0.0312247 | Time: 2228.1 ms
[2021-11-28 23:51:06 main:574] : INFO : Epoch 1994 | loss: 0.0312218 | val_loss: 0.0312278 | Time: 2229.83 ms
[2021-11-28 23:51:08 main:574] : INFO : Epoch 1995 | loss: 0.0312231 | val_loss: 0.0312245 | Time: 2213.18 ms
[2021-11-28 23:51:10 main:574] : INFO : Epoch 1996 | loss: 0.0312226 | val_loss: 0.0312257 | Time: 2245.5 ms
[2021-11-28 23:51:13 main:574] : INFO : Epoch 1997 | loss: 0.0312222 | val_loss: 0.0312247 | Time: 2225.32 ms
[2021-11-28 23:51:15 main:574] : INFO : Epoch 1998 | loss: 0.0312222 | val_loss: 0.0312243 | Time: 2243.62 ms
[2021-11-28 23:51:17 main:574] : INFO : Epoch 1999 | loss: 0.0312215 | val_loss: 0.0312245 | Time: 2238.61 ms
[2021-11-28 23:51:19 main:574] : INFO : Epoch 2000 | loss: 0.0312226 | val_loss: 0.0312277 | Time: 2224.38 ms
[2021-11-28 23:51:22 main:574] : INFO : Epoch 2001 | loss: 0.0312222 | val_loss: 0.031225 | Time: 2229.24 ms
[2021-11-28 23:51:24 main:574] : INFO : Epoch 2002 | loss: 0.0312214 | val_loss: 0.0312253 | Time: 2234.72 ms
[2021-11-28 23:51:26 main:574] : INFO : Epoch 2003 | loss: 0.0312214 | val_loss: 0.0312265 | Time: 2239.84 ms
[2021-11-28 23:51:28 main:574] : INFO : Epoch 2004 | loss: 0.0312232 | val_loss: 0.0312269 | Time: 2223.98 ms
[2021-11-28 23:51:31 main:574] : INFO : Epoch 2005 | loss: 0.031224 | val_loss: 0.0312318 | Time: 2223.88 ms
[2021-11-28 23:51:33 main:574] : INFO : Epoch 2006 | loss: 0.0312232 | val_loss: 0.0312242 | Time: 2242.25 ms
[2021-11-28 23:51:35 main:574] : INFO : Epoch 2007 | loss: 0.0312224 | val_loss: 0.0312246 | Time: 2245.14 ms
[2021-11-28 23:51:37 main:574] : INFO : Epoch 2008 | loss: 0.0312229 | val_loss: 0.0312243 | Time: 2246.75 ms
[2021-11-28 23:51:39 main:574] : INFO : Epoch 2009 | loss: 0.0312216 | val_loss: 0.0312251 | Time: 2222.35 ms
[2021-11-28 23:51:42 main:574] : INFO : Epoch 2010 | loss: 0.0312236 | val_loss: 0.0312253 | Time: 2246.37 ms
[2021-11-28 23:51:44 main:574] : INFO : Epoch 2011 | loss: 0.0312221 | val_loss: 0.0312258 | Time: 2210.14 ms
[2021-11-28 23:51:46 main:574] : INFO : Epoch 2012 | loss: 0.0312228 | val_loss: 0.0312253 | Time: 2233.58 ms
[2021-11-28 23:51:48 main:574] : INFO : Epoch 2013 | loss: 0.0312262 | val_loss: 0.0312283 | Time: 2301.08 ms
[2021-11-28 23:51:51 main:574] : INFO : Epoch 2014 | loss: 0.0312226 | val_loss: 0.0312258 | Time: 2231.47 ms
[2021-11-28 23:51:53 main:574] : INFO : Epoch 2015 | loss: 0.0312239 | val_loss: 0.0312288 | Time: 2254 ms
[2021-11-28 23:51:55 main:574] : INFO : Epoch 2016 | loss: 0.0312238 | val_loss: 0.0312271 | Time: 2253.65 ms
[2021-11-28 23:51:57 main:574] : INFO : Epoch 2017 | loss: 0.0312256 | val_loss: 0.0312259 | Time: 2249.69 ms
[2021-11-28 23:52:00 main:574] : INFO : Epoch 2018 | loss: 0.0312235 | val_loss: 0.0312242 | Time: 2222.61 ms
[2021-11-28 23:52:02 main:574] : INFO : Epoch 2019 | loss: 0.0312213 | val_loss: 0.0312254 | Time: 2237.82 ms
[2021-11-28 23:52:04 main:574] : INFO : Epoch 2020 | loss: 0.031222 | val_loss: 0.0312254 | Time: 2221.96 ms
[2021-11-28 23:52:06 main:574] : INFO : Epoch 2021 | loss: 0.0312217 | val_loss: 0.0312245 | Time: 2227.63 ms
[2021-11-28 23:52:09 main:574] : INFO : Epoch 2022 | loss: 0.0312235 | val_loss: 0.0312294 | Time: 2210.87 ms
[2021-11-28 23:52:11 main:574] : INFO : Epoch 2023 | loss: 0.0312221 | val_loss: 0.0312252 | Time: 2209.48 ms
[2021-11-28 23:52:13 main:574] : INFO : Epoch 2024 | loss: 0.0312223 | val_loss: 0.0312241 | Time: 2220.17 ms
[2021-11-28 23:52:15 main:574] : INFO : Epoch 2025 | loss: 0.0312228 | val_loss: 0.0312255 | Time: 2225.04 ms
[2021-11-28 23:52:17 main:574] : INFO : Epoch 2026 | loss: 0.0312265 | val_loss: 0.0312296 | Time: 2193.8 ms
[2021-11-28 23:52:20 main:574] : INFO : Epoch 2027 | loss: 0.031224 | val_loss: 0.0312261 | Time: 2216.49 ms
[2021-11-28 23:52:22 main:574] : INFO : Epoch 2028 | loss: 0.0312227 | val_loss: 0.0312267 | Time: 2216.34 ms
[2021-11-28 23:52:24 main:574] : INFO : Epoch 2029 | loss: 0.0312222 | val_loss: 0.031225 | Time: 2213.72 ms
[2021-11-28 23:52:26 main:574] : INFO : Epoch 2030 | loss: 0.0312268 | val_loss: 0.0312313 | Time: 2211.21 ms
[2021-11-28 23:52:29 main:574] : INFO : Epoch 2031 | loss: 0.0312267 | val_loss: 0.031228 | Time: 2224.35 ms
[2021-11-28 23:52:31 main:574] : INFO : Epoch 2032 | loss: 0.0312256 | val_loss: 0.0312392 | Time: 2232.03 ms
[2021-11-28 23:52:33 main:574] : INFO : Epoch 2033 | loss: 0.0312257 | val_loss: 0.0312275 | Time: 2232.51 ms
[2021-11-28 23:52:35 main:574] : INFO : Epoch 2034 | loss: 0.0312223 | val_loss: 0.0312255 | Time: 2246.56 ms
[2021-11-28 23:52:38 main:574] : INFO : Epoch 2035 | loss: 0.0312218 | val_loss: 0.031228 | Time: 2204.09 ms
[2021-11-28 23:52:40 main:574] : INFO : Epoch 2036 | loss: 0.0312227 | val_loss: 0.0312294 | Time: 2213.62 ms
[2021-11-28 23:52:42 main:574] : INFO : Epoch 2037 | loss: 0.031222 | val_loss: 0.031225 | Time: 2195.81 ms
[2021-11-28 23:52:44 main:574] : INFO : Epoch 2038 | loss: 0.0312228 | val_loss: 0.0312336 | Time: 2238.94 ms
[2021-11-28 23:52:46 main:574] : INFO : Epoch 2039 | loss: 0.031225 | val_loss: 0.0312265 | Time: 2256.07 ms
[2021-11-28 23:52:49 main:574] : INFO : Epoch 2040 | loss: 0.0312231 | val_loss: 0.0312265 | Time: 2215.21 ms
[2021-11-28 23:52:50 main:574] : INFO : Epoch 2041 | loss: 0.0312242 | val_loss: 0.0312406 | Time: 1724.93 ms
[2021-11-28 23:52:52 main:574] : INFO : Epoch 2042 | loss: 0.031228 | val_loss: 0.0312328 | Time: 1605.3 ms
[2021-11-28 23:52:54 main:574] : INFO : Epoch 2043 | loss: 0.031224 | val_loss: 0.0312254 | Time: 1705.19 ms
[2021-11-28 23:52:56 main:574] : INFO : Epoch 2044 | loss: 0.0312223 | val_loss: 0.0312247 | Time: 1697.7 ms
[2021-11-28 23:52:57 main:574] : INFO : Epoch 2045 | loss: 0.0312227 | val_loss: 0.0312259 | Time: 1655.66 ms
[2021-11-28 23:52:59 main:574] : INFO : Epoch 2046 | loss: 0.0312234 | val_loss: 0.0312249 | Time: 1649.83 ms
[2021-11-28 23:53:01 main:574] : INFO : Epoch 2047 | loss: 0.0312246 | val_loss: 0.0312309 | Time: 2002.61 ms
[2021-11-28 23:53:03 main:574] : INFO : Epoch 2048 | loss: 0.031223 | val_loss: 0.0312257 | Time: 2207.41 ms
[2021-11-28 23:53:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312257
[2021-11-28 23:53:03 main:603] : INFO : Saving end state to config to file
[2021-11-28 23:53:03 main:608] : INFO : Success, exiting..
23:53:03 (12800): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)