Task 10982722
| Name | ParityModified-1639962072-17078-2-0_0 |
| Workunit | 8270576 |
| Created | 24 Jan 2022, 17:42:02 UTC |
| Sent | 9 Feb 2022, 8:35:27 UTC |
| Report deadline | 17 Feb 2022, 8:35:27 UTC |
| Received | 9 Feb 2022, 10:20:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11606 |
| Run time | 1 hours 44 min 16 sec |
| CPU time | 1 hours 44 min 9 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 | 2.45 GB |
| Peak swap size | 4.73 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: 0.0312261 | val_loss: 0.0312215 | Time: 2196.13 ms
[2022-02-09 11:01:12 main:574] : INFO : Epoch 1543 | loss: 0.0312254 | val_loss: 0.0312251 | Time: 2208.65 ms
[2022-02-09 11:01:14 main:574] : INFO : Epoch 1544 | loss: 0.0312255 | val_loss: 0.0312227 | Time: 2201.39 ms
[2022-02-09 11:01:16 main:574] : INFO : Epoch 1545 | loss: 0.0312257 | val_loss: 0.031228 | Time: 2199.18 ms
[2022-02-09 11:01:18 main:574] : INFO : Epoch 1546 | loss: 0.0312254 | val_loss: 0.0312255 | Time: 2206.87 ms
[2022-02-09 11:01:20 main:574] : INFO : Epoch 1547 | loss: 0.0312266 | val_loss: 0.0312289 | Time: 2192.71 ms
[2022-02-09 11:01:23 main:574] : INFO : Epoch 1548 | loss: 0.0312269 | val_loss: 0.031222 | Time: 2202.85 ms
[2022-02-09 11:01:25 main:574] : INFO : Epoch 1549 | loss: 0.0312249 | val_loss: 0.0312214 | Time: 2199.34 ms
[2022-02-09 11:01:27 main:574] : INFO : Epoch 1550 | loss: 0.0312275 | val_loss: 0.0312315 | Time: 2208.46 ms
[2022-02-09 11:01:29 main:574] : INFO : Epoch 1551 | loss: 0.0312322 | val_loss: 0.0312238 | Time: 2211.24 ms
[2022-02-09 11:01:31 main:574] : INFO : Epoch 1552 | loss: 0.0312266 | val_loss: 0.0312212 | Time: 2215.16 ms
[2022-02-09 11:01:34 main:574] : INFO : Epoch 1553 | loss: 0.0312256 | val_loss: 0.0312216 | Time: 2213.03 ms
[2022-02-09 11:01:36 main:574] : INFO : Epoch 1554 | loss: 0.0312252 | val_loss: 0.0312216 | Time: 2235.38 ms
[2022-02-09 11:01:38 main:574] : INFO : Epoch 1555 | loss: 0.0312252 | val_loss: 0.0312214 | Time: 2220.19 ms
[2022-02-09 11:01:40 main:574] : INFO : Epoch 1556 | loss: 0.0312244 | val_loss: 0.0312222 | Time: 2214.45 ms
[2022-02-09 11:01:42 main:574] : INFO : Epoch 1557 | loss: 0.0312241 | val_loss: 0.0312215 | Time: 2202.11 ms
[2022-02-09 11:01:45 main:574] : INFO : Epoch 1558 | loss: 0.0312261 | val_loss: 0.0312237 | Time: 2208.94 ms
[2022-02-09 11:01:47 main:574] : INFO : Epoch 1559 | loss: 0.0312247 | val_loss: 0.0312212 | Time: 2202.77 ms
[2022-02-09 11:01:49 main:574] : INFO : Epoch 1560 | loss: 0.0312258 | val_loss: 0.0312232 | Time: 2213.47 ms
[2022-02-09 11:01:51 main:574] : INFO : Epoch 1561 | loss: 0.0312257 | val_loss: 0.0312221 | Time: 2199.28 ms
[2022-02-09 11:01:54 main:574] : INFO : Epoch 1562 | loss: 0.0312259 | val_loss: 0.031228 | Time: 2211.9 ms
[2022-02-09 11:01:56 main:574] : INFO : Epoch 1563 | loss: 0.0312275 | val_loss: 0.0312234 | Time: 2203.52 ms
[2022-02-09 11:01:58 main:574] : INFO : Epoch 1564 | loss: 0.0312257 | val_loss: 0.0312227 | Time: 2224.54 ms
[2022-02-09 11:02:00 main:574] : INFO : Epoch 1565 | loss: 0.0312245 | val_loss: 0.0312215 | Time: 2222.83 ms
[2022-02-09 11:02:02 main:574] : INFO : Epoch 1566 | loss: 0.0312258 | val_loss: 0.0312253 | Time: 2212.78 ms
[2022-02-09 11:02:05 main:574] : INFO : Epoch 1567 | loss: 0.0312244 | val_loss: 0.0312218 | Time: 2207.91 ms
[2022-02-09 11:02:07 main:574] : INFO : Epoch 1568 | loss: 0.0312244 | val_loss: 0.0312224 | Time: 2207.84 ms
[2022-02-09 11:02:09 main:574] : INFO : Epoch 1569 | loss: 0.031226 | val_loss: 0.0312242 | Time: 2216.89 ms
[2022-02-09 11:02:11 main:574] : INFO : Epoch 1570 | loss: 0.0312252 | val_loss: 0.0312213 | Time: 2204.37 ms
[2022-02-09 11:02:13 main:574] : INFO : Epoch 1571 | loss: 0.0312254 | val_loss: 0.0312247 | Time: 2207.05 ms
[2022-02-09 11:02:16 main:574] : INFO : Epoch 1572 | loss: 0.0312257 | val_loss: 0.0312252 | Time: 2211.01 ms
[2022-02-09 11:02:18 main:574] : INFO : Epoch 1573 | loss: 0.0312255 | val_loss: 0.031224 | Time: 2209.69 ms
[2022-02-09 11:02:20 main:574] : INFO : Epoch 1574 | loss: 0.0312255 | val_loss: 0.0312232 | Time: 2207.67 ms
[2022-02-09 11:02:22 main:574] : INFO : Epoch 1575 | loss: 0.0312252 | val_loss: 0.0312232 | Time: 2215.26 ms
[2022-02-09 11:02:24 main:574] : INFO : Epoch 1576 | loss: 0.0312251 | val_loss: 0.0312232 | Time: 2208.41 ms
[2022-02-09 11:02:27 main:574] : INFO : Epoch 1577 | loss: 0.0312244 | val_loss: 0.0312225 | Time: 2207.63 ms
[2022-02-09 11:02:29 main:574] : INFO : Epoch 1578 | loss: 0.031225 | val_loss: 0.0312215 | Time: 2208.49 ms
[2022-02-09 11:02:31 main:574] : INFO : Epoch 1579 | loss: 0.0312258 | val_loss: 0.0312258 | Time: 2199.48 ms
[2022-02-09 11:02:33 main:574] : INFO : Epoch 1580 | loss: 0.0312282 | val_loss: 0.0312222 | Time: 2214.32 ms
[2022-02-09 11:02:36 main:574] : INFO : Epoch 1581 | loss: 0.0312249 | val_loss: 0.0312264 | Time: 2198.64 ms
[2022-02-09 11:02:38 main:574] : INFO : Epoch 1582 | loss: 0.0312248 | val_loss: 0.0312215 | Time: 2209.48 ms
[2022-02-09 11:02:40 main:574] : INFO : Epoch 1583 | loss: 0.0312269 | val_loss: 0.0312241 | Time: 2201.54 ms
[2022-02-09 11:02:42 main:574] : INFO : Epoch 1584 | loss: 0.0312283 | val_loss: 0.0312216 | Time: 2208.33 ms
[2022-02-09 11:02:44 main:574] : INFO : Epoch 1585 | loss: 0.0312248 | val_loss: 0.0312217 | Time: 2210.72 ms
[2022-02-09 11:02:47 main:574] : INFO : Epoch 1586 | loss: 0.0312243 | val_loss: 0.0312213 | Time: 2213 ms
[2022-02-09 11:02:49 main:574] : INFO : Epoch 1587 | loss: 0.0312256 | val_loss: 0.0312223 | Time: 2216.56 ms
[2022-02-09 11:02:51 main:574] : INFO : Epoch 1588 | loss: 0.0312263 | val_loss: 0.0312222 | Time: 2210.07 ms
[2022-02-09 11:02:53 main:574] : INFO : Epoch 1589 | loss: 0.0312242 | val_loss: 0.0312214 | Time: 2197.81 ms
[2022-02-09 11:02:55 main:574] : INFO : Epoch 1590 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 2205.75 ms
[2022-02-09 11:02:58 main:574] : INFO : Epoch 1591 | loss: 0.0312253 | val_loss: 0.031222 | Time: 2218.52 ms
[2022-02-09 11:03:00 main:574] : INFO : Epoch 1592 | loss: 0.0312267 | val_loss: 0.0312224 | Time: 2208.85 ms
[2022-02-09 11:03:02 main:574] : INFO : Epoch 1593 | loss: 0.0312247 | val_loss: 0.0312216 | Time: 2209.88 ms
[2022-02-09 11:03:04 main:574] : INFO : Epoch 1594 | loss: 0.0312241 | val_loss: 0.0312221 | Time: 2203.58 ms
[2022-02-09 11:03:06 main:574] : INFO : Epoch 1595 | loss: 0.0312242 | val_loss: 0.0312232 | Time: 2212.55 ms
[2022-02-09 11:03:09 main:574] : INFO : Epoch 1596 | loss: 0.0312272 | val_loss: 0.0312211 | Time: 2217.16 ms
[2022-02-09 11:03:11 main:574] : INFO : Epoch 1597 | loss: 0.0312253 | val_loss: 0.0312214 | Time: 2201.75 ms
[2022-02-09 11:03:13 main:574] : INFO : Epoch 1598 | loss: 0.0312246 | val_loss: 0.031226 | Time: 2202.44 ms
[2022-02-09 11:03:15 main:574] : INFO : Epoch 1599 | loss: 0.0312264 | val_loss: 0.0312242 | Time: 2210.91 ms
[2022-02-09 11:03:17 main:574] : INFO : Epoch 1600 | loss: 0.0312256 | val_loss: 0.0312242 | Time: 2211.05 ms
[2022-02-09 11:03:20 main:574] : INFO : Epoch 1601 | loss: 0.0312264 | val_loss: 0.0312282 | Time: 2219.33 ms
[2022-02-09 11:03:22 main:574] : INFO : Epoch 1602 | loss: 0.0312259 | val_loss: 0.0312228 | Time: 2199.1 ms
[2022-02-09 11:03:24 main:574] : INFO : Epoch 1603 | loss: 0.031226 | val_loss: 0.0312242 | Time: 2214.1 ms
[2022-02-09 11:03:26 main:574] : INFO : Epoch 1604 | loss: 0.0312246 | val_loss: 0.0312215 | Time: 2209.79 ms
[2022-02-09 11:03:29 main:574] : INFO : Epoch 1605 | loss: 0.0312243 | val_loss: 0.0312214 | Time: 2209.29 ms
[2022-02-09 11:03:31 main:574] : INFO : Epoch 1606 | loss: 0.0312244 | val_loss: 0.0312231 | Time: 2213.52 ms
[2022-02-09 11:03:33 main:574] : INFO : Epoch 1607 | loss: 0.0312269 | val_loss: 0.0312239 | Time: 2203.17 ms
[2022-02-09 11:03:35 main:574] : INFO : Epoch 1608 | loss: 0.031225 | val_loss: 0.0312277 | Time: 2206.67 ms
[2022-02-09 11:03:37 main:574] : INFO : Epoch 1609 | loss: 0.0312272 | val_loss: 0.0312224 | Time: 2205.92 ms
[2022-02-09 11:03:40 main:574] : INFO : Epoch 1610 | loss: 0.0312243 | val_loss: 0.0312222 | Time: 2206.74 ms
[2022-02-09 11:03:42 main:574] : INFO : Epoch 1611 | loss: 0.0312242 | val_loss: 0.0312216 | Time: 2212.43 ms
[2022-02-09 11:03:44 main:574] : INFO : Epoch 1612 | loss: 0.0312266 | val_loss: 0.0312266 | Time: 2206.98 ms
[2022-02-09 11:03:46 main:574] : INFO : Epoch 1613 | loss: 0.0312263 | val_loss: 0.0312232 | Time: 2217.23 ms
[2022-02-09 11:03:48 main:574] : INFO : Epoch 1614 | loss: 0.0312247 | val_loss: 0.031222 | Time: 2219.18 ms
[2022-02-09 11:03:51 main:574] : INFO : Epoch 1615 | loss: 0.0312256 | val_loss: 0.0312264 | Time: 2210.99 ms
[2022-02-09 11:03:53 main:574] : INFO : Epoch 1616 | loss: 0.0312284 | val_loss: 0.0312233 | Time: 2201.11 ms
[2022-02-09 11:03:55 main:574] : INFO : Epoch 1617 | loss: 0.0312248 | val_loss: 0.0312213 | Time: 2218.05 ms
[2022-02-09 11:03:57 main:574] : INFO : Epoch 1618 | loss: 0.0312245 | val_loss: 0.0312229 | Time: 2208.26 ms
[2022-02-09 11:03:59 main:574] : INFO : Epoch 1619 | loss: 0.0312255 | val_loss: 0.0312229 | Time: 2210.95 ms
[2022-02-09 11:04:02 main:574] : INFO : Epoch 1620 | loss: 0.0312255 | val_loss: 0.0312241 | Time: 2225.4 ms
[2022-02-09 11:04:04 main:574] : INFO : Epoch 1621 | loss: 0.0312271 | val_loss: 0.0312235 | Time: 2226.71 ms
[2022-02-09 11:04:06 main:574] : INFO : Epoch 1622 | loss: 0.0312298 | val_loss: 0.0312232 | Time: 2206.52 ms
[2022-02-09 11:04:08 main:574] : INFO : Epoch 1623 | loss: 0.0312257 | val_loss: 0.0312264 | Time: 2214.83 ms
[2022-02-09 11:04:11 main:574] : INFO : Epoch 1624 | loss: 0.0312257 | val_loss: 0.0312235 | Time: 2212.99 ms
[2022-02-09 11:04:13 main:574] : INFO : Epoch 1625 | loss: 0.0312246 | val_loss: 0.031222 | Time: 2211.91 ms
[2022-02-09 11:04:15 main:574] : INFO : Epoch 1626 | loss: 0.0312251 | val_loss: 0.0312243 | Time: 2219.75 ms
[2022-02-09 11:04:17 main:574] : INFO : Epoch 1627 | loss: 0.0312249 | val_loss: 0.0312222 | Time: 2223.15 ms
[2022-02-09 11:04:19 main:574] : INFO : Epoch 1628 | loss: 0.031224 | val_loss: 0.0312214 | Time: 2217.29 ms
[2022-02-09 11:04:22 main:574] : INFO : Epoch 1629 | loss: 0.031226 | val_loss: 0.0312225 | Time: 2218.22 ms
[2022-02-09 11:04:24 main:574] : INFO : Epoch 1630 | loss: 0.031225 | val_loss: 0.0312268 | Time: 2215.28 ms
[2022-02-09 11:04:26 main:574] : INFO : Epoch 1631 | loss: 0.0312254 | val_loss: 0.0312212 | Time: 2216.08 ms
[2022-02-09 11:04:28 main:574] : INFO : Epoch 1632 | loss: 0.0312246 | val_loss: 0.0312223 | Time: 2206.25 ms
[2022-02-09 11:04:31 main:574] : INFO : Epoch 1633 | loss: 0.0312246 | val_loss: 0.0312219 | Time: 2215.66 ms
[2022-02-09 11:04:33 main:574] : INFO : Epoch 1634 | loss: 0.0312242 | val_loss: 0.0312224 | Time: 2220.26 ms
[2022-02-09 11:04:35 main:574] : INFO : Epoch 1635 | loss: 0.0312242 | val_loss: 0.0312212 | Time: 2218 ms
[2022-02-09 11:04:37 main:574] : INFO : Epoch 1636 | loss: 0.0312238 | val_loss: 0.0312231 | Time: 2215.93 ms
[2022-02-09 11:04:39 main:574] : INFO : Epoch 1637 | loss: 0.0312271 | val_loss: 0.0312246 | Time: 2205.22 ms
[2022-02-09 11:04:42 main:574] : INFO : Epoch 1638 | loss: 0.031227 | val_loss: 0.031223 | Time: 2208.2 ms
[2022-02-09 11:04:44 main:574] : INFO : Epoch 1639 | loss: 0.0312252 | val_loss: 0.0312215 | Time: 2214.2 ms
[2022-02-09 11:04:46 main:574] : INFO : Epoch 1640 | loss: 0.0312255 | val_loss: 0.0312245 | Time: 2201.15 ms
[2022-02-09 11:04:48 main:574] : INFO : Epoch 1641 | loss: 0.031225 | val_loss: 0.0312213 | Time: 2202.51 ms
[2022-02-09 11:04:50 main:574] : INFO : Epoch 1642 | loss: 0.0312248 | val_loss: 0.0312212 | Time: 2215.69 ms
[2022-02-09 11:04:53 main:574] : INFO : Epoch 1643 | loss: 0.0312272 | val_loss: 0.031222 | Time: 2207.52 ms
[2022-02-09 11:04:55 main:574] : INFO : Epoch 1644 | loss: 0.0312242 | val_loss: 0.0312216 | Time: 2204.36 ms
[2022-02-09 11:04:57 main:574] : INFO : Epoch 1645 | loss: 0.031224 | val_loss: 0.0312216 | Time: 2215.7 ms
[2022-02-09 11:04:59 main:574] : INFO : Epoch 1646 | loss: 0.0312242 | val_loss: 0.0312225 | Time: 2212.39 ms
[2022-02-09 11:05:01 main:574] : INFO : Epoch 1647 | loss: 0.0312247 | val_loss: 0.0312225 | Time: 2211.29 ms
[2022-02-09 11:05:04 main:574] : INFO : Epoch 1648 | loss: 0.0312251 | val_loss: 0.0312213 | Time: 2206.54 ms
[2022-02-09 11:05:06 main:574] : INFO : Epoch 1649 | loss: 0.0312287 | val_loss: 0.0312322 | Time: 2207.29 ms
[2022-02-09 11:05:08 main:574] : INFO : Epoch 1650 | loss: 0.0312313 | val_loss: 0.0312312 | Time: 2210.61 ms
[2022-02-09 11:05:10 main:574] : INFO : Epoch 1651 | loss: 0.0312262 | val_loss: 0.0312223 | Time: 2214.07 ms
[2022-02-09 11:05:13 main:574] : INFO : Epoch 1652 | loss: 0.0312254 | val_loss: 0.0312221 | Time: 2203.92 ms
[2022-02-09 11:05:15 main:574] : INFO : Epoch 1653 | loss: 0.0312281 | val_loss: 0.031223 | Time: 2201.08 ms
[2022-02-09 11:05:17 main:574] : INFO : Epoch 1654 | loss: 0.0312261 | val_loss: 0.0312216 | Time: 2212.54 ms
[2022-02-09 11:05:19 main:574] : INFO : Epoch 1655 | loss: 0.0312241 | val_loss: 0.0312214 | Time: 2205.03 ms
[2022-02-09 11:05:21 main:574] : INFO : Epoch 1656 | loss: 0.0312252 | val_loss: 0.0312249 | Time: 2202.32 ms
[2022-02-09 11:05:24 main:574] : INFO : Epoch 1657 | loss: 0.0312244 | val_loss: 0.0312232 | Time: 2206.14 ms
[2022-02-09 11:05:26 main:574] : INFO : Epoch 1658 | loss: 0.0312241 | val_loss: 0.0312216 | Time: 2208.44 ms
[2022-02-09 11:05:28 main:574] : INFO : Epoch 1659 | loss: 0.0312246 | val_loss: 0.031225 | Time: 2203.99 ms
[2022-02-09 11:05:30 main:574] : INFO : Epoch 1660 | loss: 0.031225 | val_loss: 0.0312259 | Time: 2210.15 ms
[2022-02-09 11:05:32 main:574] : INFO : Epoch 1661 | loss: 0.0312283 | val_loss: 0.031226 | Time: 2212.63 ms
[2022-02-09 11:05:35 main:574] : INFO : Epoch 1662 | loss: 0.0312253 | val_loss: 0.0312218 | Time: 2210.2 ms
[2022-02-09 11:05:37 main:574] : INFO : Epoch 1663 | loss: 0.0312245 | val_loss: 0.0312211 | Time: 2218.87 ms
[2022-02-09 11:05:39 main:574] : INFO : Epoch 1664 | loss: 0.0312238 | val_loss: 0.0312211 | Time: 2216.96 ms
[2022-02-09 11:05:41 main:574] : INFO : Epoch 1665 | loss: 0.0312245 | val_loss: 0.0312252 | Time: 2223.53 ms
[2022-02-09 11:05:43 main:574] : INFO : Epoch 1666 | loss: 0.0312249 | val_loss: 0.0312217 | Time: 2209.6 ms
[2022-02-09 11:05:46 main:574] : INFO : Epoch 1667 | loss: 0.031224 | val_loss: 0.0312228 | Time: 2217.42 ms
[2022-02-09 11:05:48 main:574] : INFO : Epoch 1668 | loss: 0.0312247 | val_loss: 0.0312218 | Time: 2220.64 ms
[2022-02-09 11:05:50 main:574] : INFO : Epoch 1669 | loss: 0.0312245 | val_loss: 0.0312211 | Time: 2216.84 ms
[2022-02-09 11:05:52 main:574] : INFO : Epoch 1670 | loss: 0.0312241 | val_loss: 0.031221 | Time: 2204 ms
[2022-02-09 11:05:55 main:574] : INFO : Epoch 1671 | loss: 0.0312271 | val_loss: 0.0312252 | Time: 2212.39 ms
[2022-02-09 11:05:57 main:574] : INFO : Epoch 1672 | loss: 0.0312255 | val_loss: 0.0312222 | Time: 2203.71 ms
[2022-02-09 11:05:59 main:574] : INFO : Epoch 1673 | loss: 0.0312256 | val_loss: 0.0312253 | Time: 2198.7 ms
[2022-02-09 11:06:01 main:574] : INFO : Epoch 1674 | loss: 0.031226 | val_loss: 0.0312291 | Time: 2211.32 ms
[2022-02-09 11:06:03 main:574] : INFO : Epoch 1675 | loss: 0.0312269 | val_loss: 0.031224 | Time: 2207.19 ms
[2022-02-09 11:06:06 main:574] : INFO : Epoch 1676 | loss: 0.0312282 | val_loss: 0.0312243 | Time: 2211.3 ms
[2022-02-09 11:06:08 main:574] : INFO : Epoch 1677 | loss: 0.0312266 | val_loss: 0.0312221 | Time: 2214.67 ms
[2022-02-09 11:06:10 main:574] : INFO : Epoch 1678 | loss: 0.0312252 | val_loss: 0.0312218 | Time: 2214.25 ms
[2022-02-09 11:06:12 main:574] : INFO : Epoch 1679 | loss: 0.0312246 | val_loss: 0.0312215 | Time: 2209.45 ms
[2022-02-09 11:06:14 main:574] : INFO : Epoch 1680 | loss: 0.0312236 | val_loss: 0.0312214 | Time: 2212.06 ms
[2022-02-09 11:06:17 main:574] : INFO : Epoch 1681 | loss: 0.0312249 | val_loss: 0.0312243 | Time: 2210.15 ms
[2022-02-09 11:06:19 main:574] : INFO : Epoch 1682 | loss: 0.031227 | val_loss: 0.0312214 | Time: 2210.28 ms
[2022-02-09 11:06:21 main:574] : INFO : Epoch 1683 | loss: 0.0312242 | val_loss: 0.0312215 | Time: 2209.26 ms
[2022-02-09 11:06:23 main:574] : INFO : Epoch 1684 | loss: 0.0312241 | val_loss: 0.031221 | Time: 2218.86 ms
[2022-02-09 11:06:26 main:574] : INFO : Epoch 1685 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 2213.18 ms
[2022-02-09 11:06:28 main:574] : INFO : Epoch 1686 | loss: 0.031224 | val_loss: 0.0312218 | Time: 2212.45 ms
[2022-02-09 11:06:30 main:574] : INFO : Epoch 1687 | loss: 0.031226 | val_loss: 0.031226 | Time: 2208.29 ms
[2022-02-09 11:06:32 main:574] : INFO : Epoch 1688 | loss: 0.0312278 | val_loss: 0.0312251 | Time: 2209.74 ms
[2022-02-09 11:06:34 main:574] : INFO : Epoch 1689 | loss: 0.0312269 | val_loss: 0.0312217 | Time: 2208.76 ms
[2022-02-09 11:06:37 main:574] : INFO : Epoch 1690 | loss: 0.0312244 | val_loss: 0.0312268 | Time: 2209.93 ms
[2022-02-09 11:06:39 main:574] : INFO : Epoch 1691 | loss: 0.0312243 | val_loss: 0.0312233 | Time: 2215.12 ms
[2022-02-09 11:06:41 main:574] : INFO : Epoch 1692 | loss: 0.0312243 | val_loss: 0.0312211 | Time: 2209.4 ms
[2022-02-09 11:06:43 main:574] : INFO : Epoch 1693 | loss: 0.0312242 | val_loss: 0.0312214 | Time: 2213.65 ms
[2022-02-09 11:06:45 main:574] : INFO : Epoch 1694 | loss: 0.0312257 | val_loss: 0.0312234 | Time: 2206.83 ms
[2022-02-09 11:06:48 main:574] : INFO : Epoch 1695 | loss: 0.0312273 | val_loss: 0.0312235 | Time: 2207.27 ms
[2022-02-09 11:06:50 main:574] : INFO : Epoch 1696 | loss: 0.031224 | val_loss: 0.0312213 | Time: 2209.23 ms
[2022-02-09 11:06:52 main:574] : INFO : Epoch 1697 | loss: 0.031226 | val_loss: 0.0312234 | Time: 2214.03 ms
[2022-02-09 11:06:54 main:574] : INFO : Epoch 1698 | loss: 0.0312272 | val_loss: 0.0312222 | Time: 2209.08 ms
[2022-02-09 11:06:56 main:574] : INFO : Epoch 1699 | loss: 0.0312243 | val_loss: 0.0312234 | Time: 2218.47 ms
[2022-02-09 11:06:59 main:574] : INFO : Epoch 1700 | loss: 0.0312239 | val_loss: 0.031221 | Time: 2213.92 ms
[2022-02-09 11:07:01 main:574] : INFO : Epoch 1701 | loss: 0.0312242 | val_loss: 0.0312209 | Time: 2223.17 ms
[2022-02-09 11:07:03 main:574] : INFO : Epoch 1702 | loss: 0.0312243 | val_loss: 0.0312231 | Time: 2212.93 ms
[2022-02-09 11:07:05 main:574] : INFO : Epoch 1703 | loss: 0.0312239 | val_loss: 0.0312211 | Time: 2225.25 ms
[2022-02-09 11:07:08 main:574] : INFO : Epoch 1704 | loss: 0.031224 | val_loss: 0.0312218 | Time: 2230.45 ms
[2022-02-09 11:07:10 main:574] : INFO : Epoch 1705 | loss: 0.031224 | val_loss: 0.0312218 | Time: 2226.53 ms
[2022-02-09 11:07:12 main:574] : INFO : Epoch 1706 | loss: 0.0312243 | val_loss: 0.0312249 | Time: 2213.84 ms
[2022-02-09 11:07:14 main:574] : INFO : Epoch 1707 | loss: 0.0312275 | val_loss: 0.0312263 | Time: 2210.66 ms
[2022-02-09 11:07:16 main:574] : INFO : Epoch 1708 | loss: 0.0312282 | val_loss: 0.0312219 | Time: 2222.81 ms
[2022-02-09 11:07:19 main:574] : INFO : Epoch 1709 | loss: 0.0312263 | val_loss: 0.0312228 | Time: 2214.78 ms
[2022-02-09 11:07:21 main:574] : INFO : Epoch 1710 | loss: 0.0312242 | val_loss: 0.0312216 | Time: 2212 ms
[2022-02-09 11:07:23 main:574] : INFO : Epoch 1711 | loss: 0.0312245 | val_loss: 0.0312211 | Time: 2221.72 ms
[2022-02-09 11:07:25 main:574] : INFO : Epoch 1712 | loss: 0.0312241 | val_loss: 0.0312239 | Time: 2217.45 ms
[2022-02-09 11:07:28 main:574] : INFO : Epoch 1713 | loss: 0.0312253 | val_loss: 0.0312237 | Time: 2227.13 ms
[2022-02-09 11:07:30 main:574] : INFO : Epoch 1714 | loss: 0.031227 | val_loss: 0.0312294 | Time: 2222.84 ms
[2022-02-09 11:07:32 main:574] : INFO : Epoch 1715 | loss: 0.0312261 | val_loss: 0.0312238 | Time: 2209.1 ms
[2022-02-09 11:07:34 main:574] : INFO : Epoch 1716 | loss: 0.0312258 | val_loss: 0.0312243 | Time: 2219.36 ms
[2022-02-09 11:07:36 main:574] : INFO : Epoch 1717 | loss: 0.0312255 | val_loss: 0.0312254 | Time: 2215.22 ms
[2022-02-09 11:07:39 main:574] : INFO : Epoch 1718 | loss: 0.0312266 | val_loss: 0.0312258 | Time: 2214.92 ms
[2022-02-09 11:07:41 main:574] : INFO : Epoch 1719 | loss: 0.0312265 | val_loss: 0.0312296 | Time: 2210.58 ms
[2022-02-09 11:07:43 main:574] : INFO : Epoch 1720 | loss: 0.0312277 | val_loss: 0.0312213 | Time: 2214.81 ms
[2022-02-09 11:07:45 main:574] : INFO : Epoch 1721 | loss: 0.0312251 | val_loss: 0.0312269 | Time: 2203.63 ms
[2022-02-09 11:07:47 main:574] : INFO : Epoch 1722 | loss: 0.0312264 | val_loss: 0.031225 | Time: 2201.51 ms
[2022-02-09 11:07:50 main:574] : INFO : Epoch 1723 | loss: 0.0312261 | val_loss: 0.0312217 | Time: 2211.98 ms
[2022-02-09 11:07:52 main:574] : INFO : Epoch 1724 | loss: 0.0312242 | val_loss: 0.031224 | Time: 2216.51 ms
[2022-02-09 11:07:54 main:574] : INFO : Epoch 1725 | loss: 0.0312256 | val_loss: 0.0312231 | Time: 2217.54 ms
[2022-02-09 11:07:56 main:574] : INFO : Epoch 1726 | loss: 0.0312257 | val_loss: 0.0312234 | Time: 2210.21 ms
[2022-02-09 11:07:59 main:574] : INFO : Epoch 1727 | loss: 0.0312269 | val_loss: 0.0312221 | Time: 2209.16 ms
[2022-02-09 11:08:01 main:574] : INFO : Epoch 1728 | loss: 0.0312251 | val_loss: 0.0312225 | Time: 2208.26 ms
[2022-02-09 11:08:03 main:574] : INFO : Epoch 1729 | loss: 0.0312252 | val_loss: 0.0312217 | Time: 2212.4 ms
[2022-02-09 11:08:05 main:574] : INFO : Epoch 1730 | loss: 0.0312264 | val_loss: 0.0312254 | Time: 2212.59 ms
[2022-02-09 11:08:07 main:574] : INFO : Epoch 1731 | loss: 0.0312251 | val_loss: 0.031225 | Time: 2208.99 ms
[2022-02-09 11:08:10 main:574] : INFO : Epoch 1732 | loss: 0.0312252 | val_loss: 0.0312217 | Time: 2203.95 ms
[2022-02-09 11:08:12 main:574] : INFO : Epoch 1733 | loss: 0.0312244 | val_loss: 0.031222 | Time: 2197.04 ms
[2022-02-09 11:08:14 main:574] : INFO : Epoch 1734 | loss: 0.0312242 | val_loss: 0.0312216 | Time: 2201.12 ms
[2022-02-09 11:08:16 main:574] : INFO : Epoch 1735 | loss: 0.0312244 | val_loss: 0.0312221 | Time: 2209.62 ms
[2022-02-09 11:08:18 main:574] : INFO : Epoch 1736 | loss: 0.0312261 | val_loss: 0.0312237 | Time: 2199.87 ms
[2022-02-09 11:08:21 main:574] : INFO : Epoch 1737 | loss: 0.0312253 | val_loss: 0.0312224 | Time: 2208.12 ms
[2022-02-09 11:08:23 main:574] : INFO : Epoch 1738 | loss: 0.0312243 | val_loss: 0.0312227 | Time: 2208.21 ms
[2022-02-09 11:08:25 main:574] : INFO : Epoch 1739 | loss: 0.0312254 | val_loss: 0.0312257 | Time: 2211.31 ms
[2022-02-09 11:08:27 main:574] : INFO : Epoch 1740 | loss: 0.0312273 | val_loss: 0.0312245 | Time: 2207.84 ms
[2022-02-09 11:08:29 main:574] : INFO : Epoch 1741 | loss: 0.0312259 | val_loss: 0.0312215 | Time: 2211.08 ms
[2022-02-09 11:08:32 main:574] : INFO : Epoch 1742 | loss: 0.0312303 | val_loss: 0.0312315 | Time: 2214.38 ms
[2022-02-09 11:08:34 main:574] : INFO : Epoch 1743 | loss: 0.0312428 | val_loss: 0.0312443 | Time: 2209.49 ms
[2022-02-09 11:08:36 main:574] : INFO : Epoch 1744 | loss: 0.0312376 | val_loss: 0.0312289 | Time: 2211.39 ms
[2022-02-09 11:08:38 main:574] : INFO : Epoch 1745 | loss: 0.0312283 | val_loss: 0.0312244 | Time: 2202.04 ms
[2022-02-09 11:08:40 main:574] : INFO : Epoch 1746 | loss: 0.0312262 | val_loss: 0.0312248 | Time: 2201.48 ms
[2022-02-09 11:08:43 main:574] : INFO : Epoch 1747 | loss: 0.0312258 | val_loss: 0.0312215 | Time: 2204.29 ms
[2022-02-09 11:08:45 main:574] : INFO : Epoch 1748 | loss: 0.0312242 | val_loss: 0.0312232 | Time: 2213 ms
[2022-02-09 11:08:47 main:574] : INFO : Epoch 1749 | loss: 0.0312266 | val_loss: 0.0312217 | Time: 2213.76 ms
[2022-02-09 11:08:49 main:574] : INFO : Epoch 1750 | loss: 0.0312251 | val_loss: 0.0312214 | Time: 2212.8 ms
[2022-02-09 11:08:52 main:574] : INFO : Epoch 1751 | loss: 0.0312246 | val_loss: 0.0312221 | Time: 2221.69 ms
[2022-02-09 11:08:54 main:574] : INFO : Epoch 1752 | loss: 0.0312248 | val_loss: 0.0312212 | Time: 2211.36 ms
[2022-02-09 11:08:56 main:574] : INFO : Epoch 1753 | loss: 0.0312247 | val_loss: 0.031222 | Time: 2213.55 ms
[2022-02-09 11:08:58 main:574] : INFO : Epoch 1754 | loss: 0.0312256 | val_loss: 0.0312224 | Time: 2198.88 ms
[2022-02-09 11:09:00 main:574] : INFO : Epoch 1755 | loss: 0.0312236 | val_loss: 0.0312226 | Time: 2207.82 ms
[2022-02-09 11:09:03 main:574] : INFO : Epoch 1756 | loss: 0.0312292 | val_loss: 0.0312279 | Time: 2212.09 ms
[2022-02-09 11:09:05 main:574] : INFO : Epoch 1757 | loss: 0.0312254 | val_loss: 0.0312224 | Time: 2215.56 ms
[2022-02-09 11:09:07 main:574] : INFO : Epoch 1758 | loss: 0.0312251 | val_loss: 0.0312215 | Time: 2229.69 ms
[2022-02-09 11:09:09 main:574] : INFO : Epoch 1759 | loss: 0.0312238 | val_loss: 0.0312208 | Time: 2207.46 ms
[2022-02-09 11:09:11 main:574] : INFO : Epoch 1760 | loss: 0.0312261 | val_loss: 0.0312221 | Time: 2212.03 ms
[2022-02-09 11:09:14 main:574] : INFO : Epoch 1761 | loss: 0.031224 | val_loss: 0.0312259 | Time: 2216.59 ms
[2022-02-09 11:09:16 main:574] : INFO : Epoch 1762 | loss: 0.0312241 | val_loss: 0.0312211 | Time: 2206.29 ms
[2022-02-09 11:09:18 main:574] : INFO : Epoch 1763 | loss: 0.0312246 | val_loss: 0.0312246 | Time: 2201.53 ms
[2022-02-09 11:09:20 main:574] : INFO : Epoch 1764 | loss: 0.0312256 | val_loss: 0.031224 | Time: 2218.27 ms
[2022-02-09 11:09:23 main:574] : INFO : Epoch 1765 | loss: 0.031226 | val_loss: 0.0312277 | Time: 2208.02 ms
[2022-02-09 11:09:25 main:574] : INFO : Epoch 1766 | loss: 0.0312282 | val_loss: 0.03123 | Time: 2203.91 ms
[2022-02-09 11:09:27 main:574] : INFO : Epoch 1767 | loss: 0.0312274 | val_loss: 0.0312265 | Time: 2201.31 ms
[2022-02-09 11:09:29 main:574] : INFO : Epoch 1768 | loss: 0.0312249 | val_loss: 0.031224 | Time: 2200.38 ms
[2022-02-09 11:09:31 main:574] : INFO : Epoch 1769 | loss: 0.0312257 | val_loss: 0.0312212 | Time: 2213.39 ms
[2022-02-09 11:09:34 main:574] : INFO : Epoch 1770 | loss: 0.0312249 | val_loss: 0.0312209 | Time: 2214.77 ms
[2022-02-09 11:09:36 main:574] : INFO : Epoch 1771 | loss: 0.0312241 | val_loss: 0.0312294 | Time: 2221.76 ms
[2022-02-09 11:09:38 main:574] : INFO : Epoch 1772 | loss: 0.0312272 | val_loss: 0.0312274 | Time: 2196.12 ms
[2022-02-09 11:09:40 main:574] : INFO : Epoch 1773 | loss: 0.0312269 | val_loss: 0.0312256 | Time: 2211.28 ms
[2022-02-09 11:09:42 main:574] : INFO : Epoch 1774 | loss: 0.0312275 | val_loss: 0.031225 | Time: 2210.84 ms
[2022-02-09 11:09:45 main:574] : INFO : Epoch 1775 | loss: 0.0312262 | val_loss: 0.0312246 | Time: 2205.18 ms
[2022-02-09 11:09:47 main:574] : INFO : Epoch 1776 | loss: 0.0312255 | val_loss: 0.0312241 | Time: 2209.14 ms
[2022-02-09 11:09:49 main:574] : INFO : Epoch 1777 | loss: 0.0312236 | val_loss: 0.0312212 | Time: 2210.47 ms
[2022-02-09 11:09:51 main:574] : INFO : Epoch 1778 | loss: 0.0312237 | val_loss: 0.0312216 | Time: 2223.25 ms
[2022-02-09 11:09:53 main:574] : INFO : Epoch 1779 | loss: 0.0312245 | val_loss: 0.0312231 | Time: 2204.6 ms
[2022-02-09 11:09:56 main:574] : INFO : Epoch 1780 | loss: 0.0312259 | val_loss: 0.0312252 | Time: 2210.08 ms
[2022-02-09 11:09:58 main:574] : INFO : Epoch 1781 | loss: 0.0312262 | val_loss: 0.031221 | Time: 2208.8 ms
[2022-02-09 11:10:00 main:574] : INFO : Epoch 1782 | loss: 0.0312258 | val_loss: 0.0312247 | Time: 2209.61 ms
[2022-02-09 11:10:02 main:574] : INFO : Epoch 1783 | loss: 0.0312248 | val_loss: 0.0312215 | Time: 2227.17 ms
[2022-02-09 11:10:05 main:574] : INFO : Epoch 1784 | loss: 0.0312238 | val_loss: 0.0312206 | Time: 2220.93 ms
[2022-02-09 11:10:07 main:574] : INFO : Epoch 1785 | loss: 0.0312242 | val_loss: 0.0312219 | Time: 2216.11 ms
[2022-02-09 11:10:09 main:574] : INFO : Epoch 1786 | loss: 0.0312248 | val_loss: 0.0312242 | Time: 2212.23 ms
[2022-02-09 11:10:11 main:574] : INFO : Epoch 1787 | loss: 0.0312244 | val_loss: 0.0312235 | Time: 2212.26 ms
[2022-02-09 11:10:13 main:574] : INFO : Epoch 1788 | loss: 0.031225 | val_loss: 0.0312244 | Time: 2213.83 ms
[2022-02-09 11:10:16 main:574] : INFO : Epoch 1789 | loss: 0.0312256 | val_loss: 0.031221 | Time: 2206.01 ms
[2022-02-09 11:10:18 main:574] : INFO : Epoch 1790 | loss: 0.0312236 | val_loss: 0.0312225 | Time: 2215.5 ms
[2022-02-09 11:10:20 main:574] : INFO : Epoch 1791 | loss: 0.0312265 | val_loss: 0.0312222 | Time: 2206.03 ms
[2022-02-09 11:10:22 main:574] : INFO : Epoch 1792 | loss: 0.0312254 | val_loss: 0.0312229 | Time: 2204.15 ms
[2022-02-09 11:10:24 main:574] : INFO : Epoch 1793 | loss: 0.0312242 | val_loss: 0.0312219 | Time: 2223.09 ms
[2022-02-09 11:10:27 main:574] : INFO : Epoch 1794 | loss: 0.0312254 | val_loss: 0.0312209 | Time: 2212.78 ms
[2022-02-09 11:10:29 main:574] : INFO : Epoch 1795 | loss: 0.0312249 | val_loss: 0.0312236 | Time: 2211.63 ms
[2022-02-09 11:10:31 main:574] : INFO : Epoch 1796 | loss: 0.031225 | val_loss: 0.0312209 | Time: 2211.42 ms
[2022-02-09 11:10:33 main:574] : INFO : Epoch 1797 | loss: 0.0312235 | val_loss: 0.0312245 | Time: 2209.09 ms
[2022-02-09 11:10:36 main:574] : INFO : Epoch 1798 | loss: 0.0312258 | val_loss: 0.031221 | Time: 2219.53 ms
[2022-02-09 11:10:38 main:574] : INFO : Epoch 1799 | loss: 0.0312241 | val_loss: 0.0312217 | Time: 2216.02 ms
[2022-02-09 11:10:40 main:574] : INFO : Epoch 1800 | loss: 0.0312243 | val_loss: 0.0312221 | Time: 2213.96 ms
[2022-02-09 11:10:42 main:574] : INFO : Epoch 1801 | loss: 0.0312257 | val_loss: 0.0312212 | Time: 2198.11 ms
[2022-02-09 11:10:44 main:574] : INFO : Epoch 1802 | loss: 0.0312241 | val_loss: 0.0312214 | Time: 2217.23 ms
[2022-02-09 11:10:47 main:574] : INFO : Epoch 1803 | loss: 0.0312243 | val_loss: 0.0312238 | Time: 2214.56 ms
[2022-02-09 11:10:49 main:574] : INFO : Epoch 1804 | loss: 0.0312272 | val_loss: 0.0312225 | Time: 2211.95 ms
[2022-02-09 11:10:51 main:574] : INFO : Epoch 1805 | loss: 0.031229 | val_loss: 0.0312281 | Time: 2204.8 ms
[2022-02-09 11:10:53 main:574] : INFO : Epoch 1806 | loss: 0.0312271 | val_loss: 0.0312212 | Time: 2211.95 ms
[2022-02-09 11:10:55 main:574] : INFO : Epoch 1807 | loss: 0.0312277 | val_loss: 0.031224 | Time: 2215.17 ms
[2022-02-09 11:10:58 main:574] : INFO : Epoch 1808 | loss: 0.0312244 | val_loss: 0.0312211 | Time: 2206.43 ms
[2022-02-09 11:11:00 main:574] : INFO : Epoch 1809 | loss: 0.031224 | val_loss: 0.0312208 | Time: 2204.57 ms
[2022-02-09 11:11:02 main:574] : INFO : Epoch 1810 | loss: 0.0312259 | val_loss: 0.0312235 | Time: 2216.09 ms
[2022-02-09 11:11:04 main:574] : INFO : Epoch 1811 | loss: 0.0312248 | val_loss: 0.0312232 | Time: 2211.83 ms
[2022-02-09 11:11:06 main:574] : INFO : Epoch 1812 | loss: 0.0312246 | val_loss: 0.031222 | Time: 2205.19 ms
[2022-02-09 11:11:09 main:574] : INFO : Epoch 1813 | loss: 0.0312244 | val_loss: 0.0312232 | Time: 2208.88 ms
[2022-02-09 11:11:11 main:574] : INFO : Epoch 1814 | loss: 0.0312251 | val_loss: 0.0312221 | Time: 2203.47 ms
[2022-02-09 11:11:13 main:574] : INFO : Epoch 1815 | loss: 0.0312236 | val_loss: 0.0312214 | Time: 2199.04 ms
[2022-02-09 11:11:15 main:574] : INFO : Epoch 1816 | loss: 0.0312238 | val_loss: 0.0312211 | Time: 2215.99 ms
[2022-02-09 11:11:18 main:574] : INFO : Epoch 1817 | loss: 0.0312249 | val_loss: 0.0312214 | Time: 2210.33 ms
[2022-02-09 11:11:20 main:574] : INFO : Epoch 1818 | loss: 0.0312261 | val_loss: 0.0312224 | Time: 2206.64 ms
[2022-02-09 11:11:22 main:574] : INFO : Epoch 1819 | loss: 0.0312251 | val_loss: 0.0312259 | Time: 2212.64 ms
[2022-02-09 11:11:24 main:574] : INFO : Epoch 1820 | loss: 0.0312252 | val_loss: 0.0312209 | Time: 2210.56 ms
[2022-02-09 11:11:26 main:574] : INFO : Epoch 1821 | loss: 0.031227 | val_loss: 0.0312227 | Time: 2209.91 ms
[2022-02-09 11:11:29 main:574] : INFO : Epoch 1822 | loss: 0.0312278 | val_loss: 0.0312223 | Time: 2198.95 ms
[2022-02-09 11:11:31 main:574] : INFO : Epoch 1823 | loss: 0.0312249 | val_loss: 0.0312236 | Time: 2206.4 ms
[2022-02-09 11:11:33 main:574] : INFO : Epoch 1824 | loss: 0.0312241 | val_loss: 0.0312217 | Time: 2208.36 ms
[2022-02-09 11:11:35 main:574] : INFO : Epoch 1825 | loss: 0.0312239 | val_loss: 0.031229 | Time: 2217.3 ms
[2022-02-09 11:11:37 main:574] : INFO : Epoch 1826 | loss: 0.0312277 | val_loss: 0.0312215 | Time: 2195.6 ms
[2022-02-09 11:11:40 main:574] : INFO : Epoch 1827 | loss: 0.0312241 | val_loss: 0.0312208 | Time: 2212.47 ms
[2022-02-09 11:11:42 main:574] : INFO : Epoch 1828 | loss: 0.0312234 | val_loss: 0.0312219 | Time: 2206.76 ms
[2022-02-09 11:11:44 main:574] : INFO : Epoch 1829 | loss: 0.0312235 | val_loss: 0.031223 | Time: 2201.72 ms
[2022-02-09 11:11:46 main:574] : INFO : Epoch 1830 | loss: 0.0312242 | val_loss: 0.031223 | Time: 2206.24 ms
[2022-02-09 11:11:48 main:574] : INFO : Epoch 1831 | loss: 0.0312247 | val_loss: 0.0312215 | Time: 2211.16 ms
[2022-02-09 11:11:51 main:574] : INFO : Epoch 1832 | loss: 0.0312254 | val_loss: 0.0312222 | Time: 2215.78 ms
[2022-02-09 11:11:53 main:574] : INFO : Epoch 1833 | loss: 0.0312232 | val_loss: 0.0312218 | Time: 2218.21 ms
[2022-02-09 11:11:55 main:574] : INFO : Epoch 1834 | loss: 0.0312248 | val_loss: 0.0312328 | Time: 2213.72 ms
[2022-02-09 11:11:57 main:574] : INFO : Epoch 1835 | loss: 0.0312275 | val_loss: 0.0312228 | Time: 2212.04 ms
[2022-02-09 11:11:59 main:574] : INFO : Epoch 1836 | loss: 0.0312276 | val_loss: 0.0312299 | Time: 2210.45 ms
[2022-02-09 11:12:02 main:574] : INFO : Epoch 1837 | loss: 0.0312263 | val_loss: 0.0312232 | Time: 2219.56 ms
[2022-02-09 11:12:04 main:574] : INFO : Epoch 1838 | loss: 0.0312275 | val_loss: 0.0312218 | Time: 2214.62 ms
[2022-02-09 11:12:06 main:574] : INFO : Epoch 1839 | loss: 0.0312249 | val_loss: 0.0312218 | Time: 2206.52 ms
[2022-02-09 11:12:08 main:574] : INFO : Epoch 1840 | loss: 0.0312255 | val_loss: 0.0312233 | Time: 2207.51 ms
[2022-02-09 11:12:11 main:574] : INFO : Epoch 1841 | loss: 0.0312244 | val_loss: 0.0312213 | Time: 2212.05 ms
[2022-02-09 11:12:13 main:574] : INFO : Epoch 1842 | loss: 0.0312242 | val_loss: 0.0312225 | Time: 2218.16 ms
[2022-02-09 11:12:15 main:574] : INFO : Epoch 1843 | loss: 0.0312237 | val_loss: 0.0312225 | Time: 2206.27 ms
[2022-02-09 11:12:17 main:574] : INFO : Epoch 1844 | loss: 0.0312246 | val_loss: 0.0312215 | Time: 2216.24 ms
[2022-02-09 11:12:19 main:574] : INFO : Epoch 1845 | loss: 0.031224 | val_loss: 0.0312224 | Time: 2208.16 ms
[2022-02-09 11:12:22 main:574] : INFO : Epoch 1846 | loss: 0.0312272 | val_loss: 0.0312237 | Time: 2209.79 ms
[2022-02-09 11:12:24 main:574] : INFO : Epoch 1847 | loss: 0.0312252 | val_loss: 0.0312214 | Time: 2213.49 ms
[2022-02-09 11:12:26 main:574] : INFO : Epoch 1848 | loss: 0.0312247 | val_loss: 0.031226 | Time: 2222.17 ms
[2022-02-09 11:12:28 main:574] : INFO : Epoch 1849 | loss: 0.0312247 | val_loss: 0.0312245 | Time: 2204.99 ms
[2022-02-09 11:12:30 main:574] : INFO : Epoch 1850 | loss: 0.0312259 | val_loss: 0.0312211 | Time: 2202.08 ms
[2022-02-09 11:12:33 main:574] : INFO : Epoch 1851 | loss: 0.0312239 | val_loss: 0.0312216 | Time: 2215.08 ms
[2022-02-09 11:12:35 main:574] : INFO : Epoch 1852 | loss: 0.031224 | val_loss: 0.0312207 | Time: 2211.73 ms
[2022-02-09 11:12:37 main:574] : INFO : Epoch 1853 | loss: 0.031224 | val_loss: 0.0312211 | Time: 2209.24 ms
[2022-02-09 11:12:39 main:574] : INFO : Epoch 1854 | loss: 0.0312248 | val_loss: 0.0312244 | Time: 2211.29 ms
[2022-02-09 11:12:42 main:574] : INFO : Epoch 1855 | loss: 0.0312253 | val_loss: 0.0312208 | Time: 2208.46 ms
[2022-02-09 11:12:44 main:574] : INFO : Epoch 1856 | loss: 0.0312242 | val_loss: 0.0312238 | Time: 2210.91 ms
[2022-02-09 11:12:46 main:574] : INFO : Epoch 1857 | loss: 0.0312246 | val_loss: 0.031222 | Time: 2216.92 ms
[2022-02-09 11:12:48 main:574] : INFO : Epoch 1858 | loss: 0.0312243 | val_loss: 0.0312231 | Time: 2218.99 ms
[2022-02-09 11:12:50 main:574] : INFO : Epoch 1859 | loss: 0.0312244 | val_loss: 0.031222 | Time: 2216.47 ms
[2022-02-09 11:12:53 main:574] : INFO : Epoch 1860 | loss: 0.0312245 | val_loss: 0.0312234 | Time: 2214.61 ms
[2022-02-09 11:12:55 main:574] : INFO : Epoch 1861 | loss: 0.0312272 | val_loss: 0.0312226 | Time: 2209.4 ms
[2022-02-09 11:12:57 main:574] : INFO : Epoch 1862 | loss: 0.0312249 | val_loss: 0.0312226 | Time: 2218.95 ms
[2022-02-09 11:12:59 main:574] : INFO : Epoch 1863 | loss: 0.0312259 | val_loss: 0.0312267 | Time: 2211.54 ms
[2022-02-09 11:13:01 main:574] : INFO : Epoch 1864 | loss: 0.0312244 | val_loss: 0.0312214 | Time: 2204.93 ms
[2022-02-09 11:13:04 main:574] : INFO : Epoch 1865 | loss: 0.0312247 | val_loss: 0.0312211 | Time: 2206.53 ms
[2022-02-09 11:13:06 main:574] : INFO : Epoch 1866 | loss: 0.0312243 | val_loss: 0.0312258 | Time: 2201.8 ms
[2022-02-09 11:13:08 main:574] : INFO : Epoch 1867 | loss: 0.0312262 | val_loss: 0.0312286 | Time: 2210.89 ms
[2022-02-09 11:13:10 main:574] : INFO : Epoch 1868 | loss: 0.0312275 | val_loss: 0.031228 | Time: 2211.82 ms
[2022-02-09 11:13:12 main:574] : INFO : Epoch 1869 | loss: 0.0312258 | val_loss: 0.0312216 | Time: 2222.09 ms
[2022-02-09 11:13:15 main:574] : INFO : Epoch 1870 | loss: 0.0312238 | val_loss: 0.0312248 | Time: 2216.75 ms
[2022-02-09 11:13:17 main:574] : INFO : Epoch 1871 | loss: 0.0312245 | val_loss: 0.0312217 | Time: 2209.38 ms
[2022-02-09 11:13:19 main:574] : INFO : Epoch 1872 | loss: 0.0312246 | val_loss: 0.0312216 | Time: 2212.06 ms
[2022-02-09 11:13:21 main:574] : INFO : Epoch 1873 | loss: 0.0312239 | val_loss: 0.0312213 | Time: 2209.03 ms
[2022-02-09 11:13:24 main:574] : INFO : Epoch 1874 | loss: 0.0312243 | val_loss: 0.0312215 | Time: 2215.39 ms
[2022-02-09 11:13:26 main:574] : INFO : Epoch 1875 | loss: 0.0312243 | val_loss: 0.0312213 | Time: 2214.68 ms
[2022-02-09 11:13:28 main:574] : INFO : Epoch 1876 | loss: 0.0312256 | val_loss: 0.0312217 | Time: 2199.48 ms
[2022-02-09 11:13:30 main:574] : INFO : Epoch 1877 | loss: 0.0312257 | val_loss: 0.0312228 | Time: 2214.21 ms
[2022-02-09 11:13:32 main:574] : INFO : Epoch 1878 | loss: 0.0312252 | val_loss: 0.0312211 | Time: 2224.9 ms
[2022-02-09 11:13:35 main:574] : INFO : Epoch 1879 | loss: 0.0312242 | val_loss: 0.0312213 | Time: 2207.38 ms
[2022-02-09 11:13:37 main:574] : INFO : Epoch 1880 | loss: 0.0312248 | val_loss: 0.0312208 | Time: 2211.95 ms
[2022-02-09 11:13:39 main:574] : INFO : Epoch 1881 | loss: 0.0312245 | val_loss: 0.031223 | Time: 2204.88 ms
[2022-02-09 11:13:41 main:574] : INFO : Epoch 1882 | loss: 0.0312244 | val_loss: 0.0312224 | Time: 2213.69 ms
[2022-02-09 11:13:43 main:574] : INFO : Epoch 1883 | loss: 0.0312256 | val_loss: 0.0312257 | Time: 2208.9 ms
[2022-02-09 11:13:46 main:574] : INFO : Epoch 1884 | loss: 0.0312271 | val_loss: 0.0312245 | Time: 2217.05 ms
[2022-02-09 11:13:48 main:574] : INFO : Epoch 1885 | loss: 0.0312265 | val_loss: 0.0312242 | Time: 2212.19 ms
[2022-02-09 11:13:50 main:574] : INFO : Epoch 1886 | loss: 0.0312252 | val_loss: 0.0312224 | Time: 2218.63 ms
[2022-02-09 11:13:52 main:574] : INFO : Epoch 1887 | loss: 0.0312251 | val_loss: 0.0312208 | Time: 2213.27 ms
[2022-02-09 11:13:55 main:574] : INFO : Epoch 1888 | loss: 0.0312237 | val_loss: 0.0312245 | Time: 2218.15 ms
[2022-02-09 11:13:57 main:574] : INFO : Epoch 1889 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 2232.89 ms
[2022-02-09 11:13:59 main:574] : INFO : Epoch 1890 | loss: 0.0312237 | val_loss: 0.0312208 | Time: 2197.36 ms
[2022-02-09 11:14:01 main:574] : INFO : Epoch 1891 | loss: 0.0312236 | val_loss: 0.031224 | Time: 2206.61 ms
[2022-02-09 11:14:03 main:574] : INFO : Epoch 1892 | loss: 0.031227 | val_loss: 0.0312235 | Time: 2225.14 ms
[2022-02-09 11:14:06 main:574] : INFO : Epoch 1893 | loss: 0.0312256 | val_loss: 0.0312209 | Time: 2215.75 ms
[2022-02-09 11:14:08 main:574] : INFO : Epoch 1894 | loss: 0.0312239 | val_loss: 0.0312218 | Time: 2209.75 ms
[2022-02-09 11:14:10 main:574] : INFO : Epoch 1895 | loss: 0.0312235 | val_loss: 0.031222 | Time: 2220.32 ms
[2022-02-09 11:14:12 main:574] : INFO : Epoch 1896 | loss: 0.0312239 | val_loss: 0.0312221 | Time: 2224.52 ms
[2022-02-09 11:14:15 main:574] : INFO : Epoch 1897 | loss: 0.0312253 | val_loss: 0.0312228 | Time: 2224.17 ms
[2022-02-09 11:14:17 main:574] : INFO : Epoch 1898 | loss: 0.0312246 | val_loss: 0.0312208 | Time: 2220.25 ms
[2022-02-09 11:14:19 main:574] : INFO : Epoch 1899 | loss: 0.0312248 | val_loss: 0.031223 | Time: 2210.36 ms
[2022-02-09 11:14:21 main:574] : INFO : Epoch 1900 | loss: 0.0312241 | val_loss: 0.031222 | Time: 2220.27 ms
[2022-02-09 11:14:23 main:574] : INFO : Epoch 1901 | loss: 0.0312237 | val_loss: 0.0312216 | Time: 2217.03 ms
[2022-02-09 11:14:26 main:574] : INFO : Epoch 1902 | loss: 0.0312246 | val_loss: 0.0312235 | Time: 2197.29 ms
[2022-02-09 11:14:28 main:574] : INFO : Epoch 1903 | loss: 0.0312245 | val_loss: 0.0312213 | Time: 2219.91 ms
[2022-02-09 11:14:30 main:574] : INFO : Epoch 1904 | loss: 0.0312239 | val_loss: 0.0312215 | Time: 2206.69 ms
[2022-02-09 11:14:32 main:574] : INFO : Epoch 1905 | loss: 0.0312248 | val_loss: 0.0312226 | Time: 2200.82 ms
[2022-02-09 11:14:34 main:574] : INFO : Epoch 1906 | loss: 0.031225 | val_loss: 0.031222 | Time: 2208.09 ms
[2022-02-09 11:14:37 main:574] : INFO : Epoch 1907 | loss: 0.0312246 | val_loss: 0.0312214 | Time: 2204.85 ms
[2022-02-09 11:14:39 main:574] : INFO : Epoch 1908 | loss: 0.031224 | val_loss: 0.0312207 | Time: 2210.33 ms
[2022-02-09 11:14:41 main:574] : INFO : Epoch 1909 | loss: 0.0312243 | val_loss: 0.0312208 | Time: 2221.77 ms
[2022-02-09 11:14:43 main:574] : INFO : Epoch 1910 | loss: 0.031225 | val_loss: 0.0312212 | Time: 2197.95 ms
[2022-02-09 11:14:45 main:574] : INFO : Epoch 1911 | loss: 0.0312254 | val_loss: 0.0312254 | Time: 2198.59 ms
[2022-02-09 11:14:48 main:574] : INFO : Epoch 1912 | loss: 0.0312254 | val_loss: 0.031221 | Time: 2210.58 ms
[2022-02-09 11:14:50 main:574] : INFO : Epoch 1913 | loss: 0.0312242 | val_loss: 0.0312211 | Time: 2207.78 ms
[2022-02-09 11:14:52 main:574] : INFO : Epoch 1914 | loss: 0.031225 | val_loss: 0.0312237 | Time: 2221.2 ms
[2022-02-09 11:14:54 main:574] : INFO : Epoch 1915 | loss: 0.0312255 | val_loss: 0.0312215 | Time: 2213.78 ms
[2022-02-09 11:14:57 main:574] : INFO : Epoch 1916 | loss: 0.0312245 | val_loss: 0.031221 | Time: 2209.96 ms
[2022-02-09 11:14:59 main:574] : INFO : Epoch 1917 | loss: 0.031226 | val_loss: 0.0312236 | Time: 2209.6 ms
[2022-02-09 11:15:01 main:574] : INFO : Epoch 1918 | loss: 0.031227 | val_loss: 0.0312291 | Time: 2216.38 ms
[2022-02-09 11:15:03 main:574] : INFO : Epoch 1919 | loss: 0.0312254 | val_loss: 0.0312251 | Time: 2206.19 ms
[2022-02-09 11:15:05 main:574] : INFO : Epoch 1920 | loss: 0.0312264 | val_loss: 0.0312212 | Time: 2208.76 ms
[2022-02-09 11:15:08 main:574] : INFO : Epoch 1921 | loss: 0.0312252 | val_loss: 0.0312237 | Time: 2210.92 ms
[2022-02-09 11:15:10 main:574] : INFO : Epoch 1922 | loss: 0.0312249 | val_loss: 0.0312208 | Time: 2207.84 ms
[2022-02-09 11:15:12 main:574] : INFO : Epoch 1923 | loss: 0.0312249 | val_loss: 0.0312224 | Time: 2205.39 ms
[2022-02-09 11:15:14 main:574] : INFO : Epoch 1924 | loss: 0.0312235 | val_loss: 0.0312235 | Time: 2214.45 ms
[2022-02-09 11:15:16 main:574] : INFO : Epoch 1925 | loss: 0.0312247 | val_loss: 0.0312209 | Time: 2205.67 ms
[2022-02-09 11:15:19 main:574] : INFO : Epoch 1926 | loss: 0.031225 | val_loss: 0.031227 | Time: 2204.75 ms
[2022-02-09 11:15:21 main:574] : INFO : Epoch 1927 | loss: 0.0312295 | val_loss: 0.0312247 | Time: 2209.16 ms
[2022-02-09 11:15:23 main:574] : INFO : Epoch 1928 | loss: 0.0312251 | val_loss: 0.0312224 | Time: 2205.99 ms
[2022-02-09 11:15:25 main:574] : INFO : Epoch 1929 | loss: 0.0312251 | val_loss: 0.0312211 | Time: 2198.1 ms
[2022-02-09 11:15:27 main:574] : INFO : Epoch 1930 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 2214.48 ms
[2022-02-09 11:15:30 main:574] : INFO : Epoch 1931 | loss: 0.0312237 | val_loss: 0.0312213 | Time: 2206.63 ms
[2022-02-09 11:15:32 main:574] : INFO : Epoch 1932 | loss: 0.0312243 | val_loss: 0.031226 | Time: 2204.61 ms
[2022-02-09 11:15:34 main:574] : INFO : Epoch 1933 | loss: 0.0312241 | val_loss: 0.0312208 | Time: 2208.3 ms
[2022-02-09 11:15:36 main:574] : INFO : Epoch 1934 | loss: 0.0312244 | val_loss: 0.0312214 | Time: 2220.16 ms
[2022-02-09 11:15:38 main:574] : INFO : Epoch 1935 | loss: 0.0312238 | val_loss: 0.031221 | Time: 2201.78 ms
[2022-02-09 11:15:41 main:574] : INFO : Epoch 1936 | loss: 0.0312235 | val_loss: 0.0312213 | Time: 2202.95 ms
[2022-02-09 11:15:43 main:574] : INFO : Epoch 1937 | loss: 0.0312245 | val_loss: 0.0312227 | Time: 2214.75 ms
[2022-02-09 11:15:45 main:574] : INFO : Epoch 1938 | loss: 0.0312237 | val_loss: 0.031221 | Time: 2212.22 ms
[2022-02-09 11:15:47 main:574] : INFO : Epoch 1939 | loss: 0.0312243 | val_loss: 0.0312217 | Time: 2208.11 ms
[2022-02-09 11:15:50 main:574] : INFO : Epoch 1940 | loss: 0.0312241 | val_loss: 0.0312207 | Time: 2210.5 ms
[2022-02-09 11:15:52 main:574] : INFO : Epoch 1941 | loss: 0.031225 | val_loss: 0.0312279 | Time: 2205.34 ms
[2022-02-09 11:15:54 main:574] : INFO : Epoch 1942 | loss: 0.0312267 | val_loss: 0.0312213 | Time: 2218.31 ms
[2022-02-09 11:15:56 main:574] : INFO : Epoch 1943 | loss: 0.0312246 | val_loss: 0.031226 | Time: 2202.87 ms
[2022-02-09 11:15:58 main:574] : INFO : Epoch 1944 | loss: 0.0312253 | val_loss: 0.0312212 | Time: 2203.13 ms
[2022-02-09 11:16:01 main:574] : INFO : Epoch 1945 | loss: 0.0312259 | val_loss: 0.0312286 | Time: 2204.28 ms
[2022-02-09 11:16:03 main:574] : INFO : Epoch 1946 | loss: 0.031227 | val_loss: 0.0312217 | Time: 2218.3 ms
[2022-02-09 11:16:05 main:574] : INFO : Epoch 1947 | loss: 0.0312261 | val_loss: 0.031221 | Time: 2206.13 ms
[2022-02-09 11:16:07 main:574] : INFO : Epoch 1948 | loss: 0.0312243 | val_loss: 0.031224 | Time: 2205.33 ms
[2022-02-09 11:16:09 main:574] : INFO : Epoch 1949 | loss: 0.0312258 | val_loss: 0.0312208 | Time: 2204.93 ms
[2022-02-09 11:16:12 main:574] : INFO : Epoch 1950 | loss: 0.0312239 | val_loss: 0.0312207 | Time: 2215.1 ms
[2022-02-09 11:16:14 main:574] : INFO : Epoch 1951 | loss: 0.0312236 | val_loss: 0.0312242 | Time: 2215.05 ms
[2022-02-09 11:16:16 main:574] : INFO : Epoch 1952 | loss: 0.031224 | val_loss: 0.0312211 | Time: 2213.26 ms
[2022-02-09 11:16:18 main:574] : INFO : Epoch 1953 | loss: 0.0312259 | val_loss: 0.0312225 | Time: 2195.26 ms
[2022-02-09 11:16:20 main:574] : INFO : Epoch 1954 | loss: 0.031225 | val_loss: 0.0312221 | Time: 2216.93 ms
[2022-02-09 11:16:23 main:574] : INFO : Epoch 1955 | loss: 0.0312238 | val_loss: 0.0312213 | Time: 2218.4 ms
[2022-02-09 11:16:25 main:574] : INFO : Epoch 1956 | loss: 0.0312237 | val_loss: 0.031221 | Time: 2222.62 ms
[2022-02-09 11:16:27 main:574] : INFO : Epoch 1957 | loss: 0.0312244 | val_loss: 0.0312294 | Time: 2205.44 ms
[2022-02-09 11:16:29 main:574] : INFO : Epoch 1958 | loss: 0.0312263 | val_loss: 0.031221 | Time: 2211.28 ms
[2022-02-09 11:16:32 main:574] : INFO : Epoch 1959 | loss: 0.0312234 | val_loss: 0.031221 | Time: 2209.31 ms
[2022-02-09 11:16:34 main:574] : INFO : Epoch 1960 | loss: 0.0312253 | val_loss: 0.0312217 | Time: 2210.17 ms
[2022-02-09 11:16:36 main:574] : INFO : Epoch 1961 | loss: 0.0312235 | val_loss: 0.0312212 | Time: 2201.69 ms
[2022-02-09 11:16:38 main:574] : INFO : Epoch 1962 | loss: 0.0312244 | val_loss: 0.031221 | Time: 2211.05 ms
[2022-02-09 11:16:40 main:574] : INFO : Epoch 1963 | loss: 0.0312238 | val_loss: 0.0312211 | Time: 2202.81 ms
[2022-02-09 11:16:43 main:574] : INFO : Epoch 1964 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 2209.01 ms
[2022-02-09 11:16:45 main:574] : INFO : Epoch 1965 | loss: 0.0312233 | val_loss: 0.0312214 | Time: 2211.18 ms
[2022-02-09 11:16:47 main:574] : INFO : Epoch 1966 | loss: 0.0312239 | val_loss: 0.0312211 | Time: 2207.43 ms
[2022-02-09 11:16:49 main:574] : INFO : Epoch 1967 | loss: 0.0312237 | val_loss: 0.0312207 | Time: 2211.84 ms
[2022-02-09 11:16:51 main:574] : INFO : Epoch 1968 | loss: 0.0312233 | val_loss: 0.0312231 | Time: 2205.75 ms
[2022-02-09 11:16:54 main:574] : INFO : Epoch 1969 | loss: 0.031228 | val_loss: 0.0312284 | Time: 2207.99 ms
[2022-02-09 11:16:56 main:574] : INFO : Epoch 1970 | loss: 0.0312291 | val_loss: 0.0312243 | Time: 2202.2 ms
[2022-02-09 11:16:58 main:574] : INFO : Epoch 1971 | loss: 0.031231 | val_loss: 0.0312298 | Time: 2205.14 ms
[2022-02-09 11:17:00 main:574] : INFO : Epoch 1972 | loss: 0.031231 | val_loss: 0.0312268 | Time: 2206.38 ms
[2022-02-09 11:17:02 main:574] : INFO : Epoch 1973 | loss: 0.0312269 | val_loss: 0.0312217 | Time: 2211.08 ms
[2022-02-09 11:17:05 main:574] : INFO : Epoch 1974 | loss: 0.031224 | val_loss: 0.031224 | Time: 2194.72 ms
[2022-02-09 11:17:07 main:574] : INFO : Epoch 1975 | loss: 0.0312242 | val_loss: 0.0312226 | Time: 2206.48 ms
[2022-02-09 11:17:09 main:574] : INFO : Epoch 1976 | loss: 0.0312256 | val_loss: 0.0312273 | Time: 2202.29 ms
[2022-02-09 11:17:11 main:574] : INFO : Epoch 1977 | loss: 0.0312268 | val_loss: 0.0312261 | Time: 2201.86 ms
[2022-02-09 11:17:13 main:574] : INFO : Epoch 1978 | loss: 0.0312238 | val_loss: 0.0312228 | Time: 2213.25 ms
[2022-02-09 11:17:16 main:574] : INFO : Epoch 1979 | loss: 0.0312265 | val_loss: 0.0312227 | Time: 2209.99 ms
[2022-02-09 11:17:18 main:574] : INFO : Epoch 1980 | loss: 0.031225 | val_loss: 0.0312208 | Time: 2204.87 ms
[2022-02-09 11:17:20 main:574] : INFO : Epoch 1981 | loss: 0.0312245 | val_loss: 0.0312218 | Time: 2212.12 ms
[2022-02-09 11:17:22 main:574] : INFO : Epoch 1982 | loss: 0.0312239 | val_loss: 0.031222 | Time: 2198.06 ms
[2022-02-09 11:17:25 main:574] : INFO : Epoch 1983 | loss: 0.0312252 | val_loss: 0.0312234 | Time: 2206.42 ms
[2022-02-09 11:17:27 main:574] : INFO : Epoch 1984 | loss: 0.0312267 | val_loss: 0.0312273 | Time: 2204.41 ms
[2022-02-09 11:17:29 main:574] : INFO : Epoch 1985 | loss: 0.0312248 | val_loss: 0.0312211 | Time: 2202.31 ms
[2022-02-09 11:17:31 main:574] : INFO : Epoch 1986 | loss: 0.0312237 | val_loss: 0.0312227 | Time: 2204.28 ms
[2022-02-09 11:17:33 main:574] : INFO : Epoch 1987 | loss: 0.0312242 | val_loss: 0.0312209 | Time: 2205.22 ms
[2022-02-09 11:17:36 main:574] : INFO : Epoch 1988 | loss: 0.0312252 | val_loss: 0.0312221 | Time: 2201.96 ms
[2022-02-09 11:17:38 main:574] : INFO : Epoch 1989 | loss: 0.0312245 | val_loss: 0.031221 | Time: 2209.96 ms
[2022-02-09 11:17:40 main:574] : INFO : Epoch 1990 | loss: 0.0312239 | val_loss: 0.0312208 | Time: 2208.82 ms
[2022-02-09 11:17:42 main:574] : INFO : Epoch 1991 | loss: 0.0312238 | val_loss: 0.0312208 | Time: 2207.36 ms
[2022-02-09 11:17:44 main:574] : INFO : Epoch 1992 | loss: 0.0312239 | val_loss: 0.0312207 | Time: 2199.96 ms
[2022-02-09 11:17:47 main:574] : INFO : Epoch 1993 | loss: 0.0312234 | val_loss: 0.0312207 | Time: 2202.31 ms
[2022-02-09 11:17:49 main:574] : INFO : Epoch 1994 | loss: 0.0312244 | val_loss: 0.0312206 | Time: 2204.23 ms
[2022-02-09 11:17:51 main:574] : INFO : Epoch 1995 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 2216.37 ms
[2022-02-09 11:17:53 main:574] : INFO : Epoch 1996 | loss: 0.0312252 | val_loss: 0.0312208 | Time: 2213.32 ms
[2022-02-09 11:17:55 main:574] : INFO : Epoch 1997 | loss: 0.0312233 | val_loss: 0.0312223 | Time: 2205.75 ms
[2022-02-09 11:17:58 main:574] : INFO : Epoch 1998 | loss: 0.0312248 | val_loss: 0.0312245 | Time: 2204.55 ms
[2022-02-09 11:18:00 main:574] : INFO : Epoch 1999 | loss: 0.0312288 | val_loss: 0.0312212 | Time: 2213.32 ms
[2022-02-09 11:18:02 main:574] : INFO : Epoch 2000 | loss: 0.0312245 | val_loss: 0.0312243 | Time: 2207.7 ms
[2022-02-09 11:18:04 main:574] : INFO : Epoch 2001 | loss: 0.0312265 | val_loss: 0.0312231 | Time: 2213.72 ms
[2022-02-09 11:18:06 main:574] : INFO : Epoch 2002 | loss: 0.0312258 | val_loss: 0.0312313 | Time: 2208.47 ms
[2022-02-09 11:18:09 main:574] : INFO : Epoch 2003 | loss: 0.0312297 | val_loss: 0.0312226 | Time: 2220.31 ms
[2022-02-09 11:18:11 main:574] : INFO : Epoch 2004 | loss: 0.0312248 | val_loss: 0.0312223 | Time: 2206.18 ms
[2022-02-09 11:18:13 main:574] : INFO : Epoch 2005 | loss: 0.0312255 | val_loss: 0.0312237 | Time: 2206.01 ms
[2022-02-09 11:18:15 main:574] : INFO : Epoch 2006 | loss: 0.031227 | val_loss: 0.0312236 | Time: 2216.06 ms
[2022-02-09 11:18:18 main:574] : INFO : Epoch 2007 | loss: 0.0312241 | val_loss: 0.0312218 | Time: 2205.8 ms
[2022-02-09 11:18:20 main:574] : INFO : Epoch 2008 | loss: 0.0312276 | val_loss: 0.0312254 | Time: 2200.07 ms
[2022-02-09 11:18:22 main:574] : INFO : Epoch 2009 | loss: 0.0312289 | val_loss: 0.0312227 | Time: 2211.71 ms
[2022-02-09 11:18:24 main:574] : INFO : Epoch 2010 | loss: 0.0312281 | val_loss: 0.0312224 | Time: 2208.6 ms
[2022-02-09 11:18:26 main:574] : INFO : Epoch 2011 | loss: 0.031225 | val_loss: 0.031221 | Time: 2210.81 ms
[2022-02-09 11:18:29 main:574] : INFO : Epoch 2012 | loss: 0.0312238 | val_loss: 0.0312233 | Time: 2206.02 ms
[2022-02-09 11:18:31 main:574] : INFO : Epoch 2013 | loss: 0.0312244 | val_loss: 0.0312238 | Time: 2206.08 ms
[2022-02-09 11:18:33 main:574] : INFO : Epoch 2014 | loss: 0.0312244 | val_loss: 0.0312207 | Time: 2203.49 ms
[2022-02-09 11:18:35 main:574] : INFO : Epoch 2015 | loss: 0.0312233 | val_loss: 0.0312219 | Time: 2208.59 ms
[2022-02-09 11:18:37 main:574] : INFO : Epoch 2016 | loss: 0.0312236 | val_loss: 0.0312217 | Time: 2202.86 ms
[2022-02-09 11:18:40 main:574] : INFO : Epoch 2017 | loss: 0.0312236 | val_loss: 0.0312249 | Time: 2218.33 ms
[2022-02-09 11:18:42 main:574] : INFO : Epoch 2018 | loss: 0.0312244 | val_loss: 0.0312207 | Time: 2219.27 ms
[2022-02-09 11:18:44 main:574] : INFO : Epoch 2019 | loss: 0.0312244 | val_loss: 0.031221 | Time: 2214.2 ms
[2022-02-09 11:18:46 main:574] : INFO : Epoch 2020 | loss: 0.0312236 | val_loss: 0.0312217 | Time: 2211.54 ms
[2022-02-09 11:18:48 main:574] : INFO : Epoch 2021 | loss: 0.0312241 | val_loss: 0.0312218 | Time: 2210.58 ms
[2022-02-09 11:18:51 main:574] : INFO : Epoch 2022 | loss: 0.0312237 | val_loss: 0.0312209 | Time: 2221.19 ms
[2022-02-09 11:18:53 main:574] : INFO : Epoch 2023 | loss: 0.0312234 | val_loss: 0.0312206 | Time: 2212.69 ms
[2022-02-09 11:18:55 main:574] : INFO : Epoch 2024 | loss: 0.0312268 | val_loss: 0.0312226 | Time: 2212.21 ms
[2022-02-09 11:18:57 main:574] : INFO : Epoch 2025 | loss: 0.0312244 | val_loss: 0.031222 | Time: 2203.65 ms
[2022-02-09 11:19:00 main:574] : INFO : Epoch 2026 | loss: 0.0312242 | val_loss: 0.031222 | Time: 2213.25 ms
[2022-02-09 11:19:02 main:574] : INFO : Epoch 2027 | loss: 0.0312238 | val_loss: 0.0312212 | Time: 2209.91 ms
[2022-02-09 11:19:04 main:574] : INFO : Epoch 2028 | loss: 0.0312242 | val_loss: 0.0312228 | Time: 2212.41 ms
[2022-02-09 11:19:06 main:574] : INFO : Epoch 2029 | loss: 0.0312252 | val_loss: 0.0312221 | Time: 2212.03 ms
[2022-02-09 11:19:08 main:574] : INFO : Epoch 2030 | loss: 0.0312264 | val_loss: 0.0312327 | Time: 2195.71 ms
[2022-02-09 11:19:11 main:574] : INFO : Epoch 2031 | loss: 0.0312259 | val_loss: 0.0312209 | Time: 2212.81 ms
[2022-02-09 11:19:13 main:574] : INFO : Epoch 2032 | loss: 0.0312247 | val_loss: 0.0312208 | Time: 2213.7 ms
[2022-02-09 11:19:15 main:574] : INFO : Epoch 2033 | loss: 0.031225 | val_loss: 0.0312232 | Time: 2203.08 ms
[2022-02-09 11:19:17 main:574] : INFO : Epoch 2034 | loss: 0.0312246 | val_loss: 0.0312214 | Time: 2213.12 ms
[2022-02-09 11:19:19 main:574] : INFO : Epoch 2035 | loss: 0.0312238 | val_loss: 0.031221 | Time: 2204.34 ms
[2022-02-09 11:19:22 main:574] : INFO : Epoch 2036 | loss: 0.0312238 | val_loss: 0.0312211 | Time: 2205.38 ms
[2022-02-09 11:19:24 main:574] : INFO : Epoch 2037 | loss: 0.031224 | val_loss: 0.0312233 | Time: 2206.74 ms
[2022-02-09 11:19:26 main:574] : INFO : Epoch 2038 | loss: 0.0312244 | val_loss: 0.0312238 | Time: 2221.31 ms
[2022-02-09 11:19:28 main:574] : INFO : Epoch 2039 | loss: 0.0312238 | val_loss: 0.031221 | Time: 2212.91 ms
[2022-02-09 11:19:30 main:574] : INFO : Epoch 2040 | loss: 0.0312246 | val_loss: 0.0312239 | Time: 2209.71 ms
[2022-02-09 11:19:33 main:574] : INFO : Epoch 2041 | loss: 0.0312246 | val_loss: 0.0312233 | Time: 2214.6 ms
[2022-02-09 11:19:35 main:574] : INFO : Epoch 2042 | loss: 0.0312253 | val_loss: 0.0312217 | Time: 2205.35 ms
[2022-02-09 11:19:37 main:574] : INFO : Epoch 2043 | loss: 0.0312249 | val_loss: 0.0312223 | Time: 2217.01 ms
[2022-02-09 11:19:39 main:574] : INFO : Epoch 2044 | loss: 0.0312244 | val_loss: 0.0312224 | Time: 2219.99 ms
[2022-02-09 11:19:42 main:574] : INFO : Epoch 2045 | loss: 0.0312241 | val_loss: 0.0312209 | Time: 2203.78 ms
[2022-02-09 11:19:44 main:574] : INFO : Epoch 2046 | loss: 0.0312234 | val_loss: 0.0312265 | Time: 2205.6 ms
[2022-02-09 11:19:46 main:574] : INFO : Epoch 2047 | loss: 0.0312265 | val_loss: 0.0312261 | Time: 2211.62 ms
[2022-02-09 11:19:48 main:574] : INFO : Epoch 2048 | loss: 0.031226 | val_loss: 0.0312218 | Time: 2209.75 ms
[2022-02-09 11:19:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312218
[2022-02-09 11:19:48 main:603] : INFO : Saving end state to config to file
[2022-02-09 11:19:48 main:608] : INFO : Success, exiting..
11:19:48 (1984): 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)