Task 14624192
| Name | ParityModified-1647048960-9979-3-0_1 |
| Workunit | 11617793 |
| Created | 18 Apr 2022, 22:11:07 UTC |
| Sent | 18 Apr 2022, 22:11:27 UTC |
| Report deadline | 26 Apr 2022, 22:11:27 UTC |
| Received | 19 Apr 2022, 2:08:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 16 min 17 sec |
| CPU time | 1 hours 13 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.031224 | val_loss: 0.0312367 | Time: 2164.1 ms [2022-04-19 03:48:51 main:574] : INFO : Epoch 1543 | loss: 0.0312234 | val_loss: 0.0312401 | Time: 2140.29 ms [2022-04-19 03:48:53 main:574] : INFO : Epoch 1544 | loss: 0.0312242 | val_loss: 0.0312394 | Time: 2128.98 ms [2022-04-19 03:48:56 main:574] : INFO : Epoch 1545 | loss: 0.0312249 | val_loss: 0.0312364 | Time: 2130.38 ms [2022-04-19 03:48:58 main:574] : INFO : Epoch 1546 | loss: 0.0312249 | val_loss: 0.0312376 | Time: 2146.78 ms [2022-04-19 03:49:00 main:574] : INFO : Epoch 1547 | loss: 0.0312239 | val_loss: 0.0312379 | Time: 2162.5 ms [2022-04-19 03:49:02 main:574] : INFO : Epoch 1548 | loss: 0.0312232 | val_loss: 0.0312374 | Time: 2190.35 ms [2022-04-19 03:49:04 main:574] : INFO : Epoch 1549 | loss: 0.0312232 | val_loss: 0.0312369 | Time: 2168.98 ms [2022-04-19 03:49:07 main:574] : INFO : Epoch 1550 | loss: 0.0312237 | val_loss: 0.0312364 | Time: 2143.24 ms [2022-04-19 03:49:09 main:574] : INFO : Epoch 1551 | loss: 0.031223 | val_loss: 0.0312368 | Time: 2162.6 ms [2022-04-19 03:49:11 main:574] : INFO : Epoch 1552 | loss: 0.031224 | val_loss: 0.0312359 | Time: 2185.96 ms [2022-04-19 03:49:13 main:574] : INFO : Epoch 1553 | loss: 0.0312232 | val_loss: 0.031238 | Time: 2146.09 ms [2022-04-19 03:49:16 main:574] : INFO : Epoch 1554 | loss: 0.0312237 | val_loss: 0.0312397 | Time: 2160.92 ms [2022-04-19 03:49:18 main:574] : INFO : Epoch 1555 | loss: 0.0312245 | val_loss: 0.0312372 | Time: 2189.06 ms [2022-04-19 03:49:20 main:574] : INFO : Epoch 1556 | loss: 0.0312233 | val_loss: 0.0312363 | Time: 2153.36 ms [2022-04-19 03:49:22 main:574] : INFO : Epoch 1557 | loss: 0.0312234 | val_loss: 0.0312361 | Time: 2140.36 ms [2022-04-19 03:49:24 main:574] : INFO : Epoch 1558 | loss: 0.0312236 | val_loss: 0.031237 | Time: 2167.67 ms [2022-04-19 03:49:27 main:574] : INFO : Epoch 1559 | loss: 0.031224 | val_loss: 0.0312399 | Time: 2198.59 ms [2022-04-19 03:49:29 main:574] : INFO : Epoch 1560 | loss: 0.0312239 | val_loss: 0.0312369 | Time: 2156.49 ms [2022-04-19 03:49:31 main:574] : INFO : Epoch 1561 | loss: 0.031223 | val_loss: 0.0312361 | Time: 2155.61 ms [2022-04-19 03:49:33 main:574] : INFO : Epoch 1562 | loss: 0.0312232 | val_loss: 0.0312362 | Time: 2249.36 ms [2022-04-19 03:49:36 main:574] : INFO : Epoch 1563 | loss: 0.031223 | val_loss: 0.0312353 | Time: 2166.08 ms [2022-04-19 03:49:38 main:574] : INFO : Epoch 1564 | loss: 0.0312236 | val_loss: 0.0312356 | Time: 2126.45 ms [2022-04-19 03:49:40 main:574] : INFO : Epoch 1565 | loss: 0.0312238 | val_loss: 0.0312378 | Time: 2186.92 ms [2022-04-19 03:49:43 main:574] : INFO : Epoch 1566 | loss: 0.0312231 | val_loss: 0.0312368 | Time: 2210.06 ms [2022-04-19 03:49:45 main:574] : INFO : Epoch 1567 | loss: 0.0312244 | val_loss: 0.031236 | Time: 2174.51 ms [2022-04-19 03:49:47 main:574] : INFO : Epoch 1568 | loss: 0.031224 | val_loss: 0.0312392 | Time: 2175.52 ms [2022-04-19 03:49:49 main:574] : INFO : Epoch 1569 | loss: 0.0312236 | val_loss: 0.0312357 | Time: 2185.78 ms [2022-04-19 03:49:52 main:574] : INFO : Epoch 1570 | loss: 0.0312233 | val_loss: 0.0312362 | Time: 2181.5 ms [2022-04-19 03:49:54 main:574] : INFO : Epoch 1571 | loss: 0.0312232 | val_loss: 0.031238 | Time: 2168.93 ms [2022-04-19 03:49:56 main:574] : INFO : Epoch 1572 | loss: 0.0312239 | val_loss: 0.0312378 | Time: 2195.37 ms [2022-04-19 03:49:59 main:574] : INFO : Epoch 1573 | loss: 0.0312232 | val_loss: 0.0312369 | Time: 2201.5 ms [2022-04-19 03:50:01 main:574] : INFO : Epoch 1574 | loss: 0.0312231 | val_loss: 0.0312401 | Time: 2303.78 ms [2022-04-19 03:50:03 main:574] : INFO : Epoch 1575 | loss: 0.0312241 | val_loss: 0.0312401 | Time: 2181.66 ms [2022-04-19 03:50:05 main:574] : INFO : Epoch 1576 | loss: 0.0312232 | val_loss: 0.0312361 | Time: 2189.09 ms [2022-04-19 03:50:08 main:574] : INFO : Epoch 1577 | loss: 0.0312242 | val_loss: 0.0312378 | Time: 2144.25 ms [2022-04-19 03:50:10 main:574] : INFO : Epoch 1578 | loss: 0.031224 | val_loss: 0.0312353 | Time: 2176.01 ms [2022-04-19 03:50:12 main:574] : INFO : Epoch 1579 | loss: 0.0312246 | val_loss: 0.0312377 | Time: 2154.27 ms [2022-04-19 03:50:14 main:574] : INFO : Epoch 1580 | loss: 0.0312265 | val_loss: 0.0312401 | Time: 2173.59 ms [2022-04-19 03:50:16 main:574] : INFO : Epoch 1581 | loss: 0.0312243 | val_loss: 0.0312363 | Time: 2155.02 ms [2022-04-19 03:50:19 main:574] : INFO : Epoch 1582 | loss: 0.0312231 | val_loss: 0.0312364 | Time: 2163.51 ms [2022-04-19 03:50:21 main:574] : INFO : Epoch 1583 | loss: 0.0312231 | val_loss: 0.0312352 | Time: 2161.46 ms [2022-04-19 03:50:23 main:574] : INFO : Epoch 1584 | loss: 0.0312233 | val_loss: 0.0312368 | Time: 2153.87 ms [2022-04-19 03:50:25 main:574] : INFO : Epoch 1585 | loss: 0.0312232 | val_loss: 0.0312361 | Time: 2201.29 ms [2022-04-19 03:50:27 main:574] : INFO : Epoch 1586 | loss: 0.0312235 | val_loss: 0.0312364 | Time: 2138.35 ms [2022-04-19 03:50:30 main:574] : INFO : Epoch 1587 | loss: 0.0312234 | val_loss: 0.0312357 | Time: 2162.44 ms [2022-04-19 03:50:32 main:574] : INFO : Epoch 1588 | loss: 0.0312231 | val_loss: 0.0312365 | Time: 2168.71 ms [2022-04-19 03:50:34 main:574] : INFO : Epoch 1589 | loss: 0.0312238 | val_loss: 0.0312373 | Time: 2147.29 ms [2022-04-19 03:50:36 main:574] : INFO : Epoch 1590 | loss: 0.0312239 | val_loss: 0.031238 | Time: 2189.35 ms [2022-04-19 03:50:38 main:574] : INFO : Epoch 1591 | loss: 0.0312234 | val_loss: 0.0312383 | Time: 2144.64 ms [2022-04-19 03:50:41 main:574] : INFO : Epoch 1592 | loss: 0.0312236 | val_loss: 0.0312372 | Time: 2142.93 ms [2022-04-19 03:50:43 main:574] : INFO : Epoch 1593 | loss: 0.0312237 | val_loss: 0.0312372 | Time: 2156.22 ms [2022-04-19 03:50:45 main:574] : INFO : Epoch 1594 | loss: 0.0312232 | val_loss: 0.031238 | Time: 2161.92 ms [2022-04-19 03:50:47 main:574] : INFO : Epoch 1595 | loss: 0.0312236 | val_loss: 0.0312388 | Time: 2167.02 ms [2022-04-19 03:50:50 main:574] : INFO : Epoch 1596 | loss: 0.0312239 | val_loss: 0.0312354 | Time: 2157.18 ms [2022-04-19 03:50:52 main:574] : INFO : Epoch 1597 | loss: 0.0312235 | val_loss: 0.0312388 | Time: 2171.41 ms [2022-04-19 03:50:54 main:574] : INFO : Epoch 1598 | loss: 0.0312232 | val_loss: 0.0312382 | Time: 2145.37 ms [2022-04-19 03:50:56 main:574] : INFO : Epoch 1599 | loss: 0.031223 | val_loss: 0.0312376 | Time: 2179.75 ms [2022-04-19 03:50:59 main:574] : INFO : Epoch 1600 | loss: 0.0312238 | val_loss: 0.0312417 | Time: 2170.89 ms [2022-04-19 03:51:01 main:574] : INFO : Epoch 1601 | loss: 0.0312237 | val_loss: 0.0312387 | Time: 2201.39 ms [2022-04-19 03:51:03 main:574] : INFO : Epoch 1602 | loss: 0.0312235 | val_loss: 0.0312354 | Time: 2170.14 ms [2022-04-19 03:51:05 main:574] : INFO : Epoch 1603 | loss: 0.0312235 | val_loss: 0.0312408 | Time: 2142.17 ms [2022-04-19 03:51:07 main:574] : INFO : Epoch 1604 | loss: 0.0312238 | val_loss: 0.0312384 | Time: 2152.07 ms [2022-04-19 03:51:10 main:574] : INFO : Epoch 1605 | loss: 0.0312235 | val_loss: 0.031239 | Time: 2202.68 ms [2022-04-19 03:51:12 main:574] : INFO : Epoch 1606 | loss: 0.0312243 | val_loss: 0.0312373 | Time: 2132.68 ms [2022-04-19 03:51:14 main:574] : INFO : Epoch 1607 | loss: 0.0312242 | val_loss: 0.0312388 | Time: 2150.55 ms [2022-04-19 03:51:16 main:574] : INFO : Epoch 1608 | loss: 0.031224 | val_loss: 0.0312427 | Time: 2243.95 ms [2022-04-19 03:51:19 main:574] : INFO : Epoch 1609 | loss: 0.031225 | val_loss: 0.0312356 | Time: 2150.73 ms [2022-04-19 03:51:21 main:574] : INFO : Epoch 1610 | loss: 0.0312239 | val_loss: 0.0312356 | Time: 2164.96 ms [2022-04-19 03:51:23 main:574] : INFO : Epoch 1611 | loss: 0.0312233 | val_loss: 0.0312377 | Time: 2181.11 ms [2022-04-19 03:51:25 main:574] : INFO : Epoch 1612 | loss: 0.0312238 | val_loss: 0.0312386 | Time: 2143.45 ms [2022-04-19 03:51:27 main:574] : INFO : Epoch 1613 | loss: 0.0312249 | val_loss: 0.0312366 | Time: 2157.39 ms [2022-04-19 03:51:30 main:574] : INFO : Epoch 1614 | loss: 0.0312243 | val_loss: 0.0312366 | Time: 2146.51 ms [2022-04-19 03:51:32 main:574] : INFO : Epoch 1615 | loss: 0.0312235 | val_loss: 0.031237 | Time: 2171.43 ms [2022-04-19 03:51:34 main:574] : INFO : Epoch 1616 | loss: 0.0312232 | val_loss: 0.0312398 | Time: 2149.4 ms [2022-04-19 03:51:36 main:574] : INFO : Epoch 1617 | loss: 0.0312239 | val_loss: 0.0312371 | Time: 2163.48 ms [2022-04-19 03:51:38 main:574] : INFO : Epoch 1618 | loss: 0.0312241 | val_loss: 0.0312387 | Time: 2114.95 ms [2022-04-19 03:51:41 main:574] : INFO : Epoch 1619 | loss: 0.0312246 | val_loss: 0.0312408 | Time: 2146.45 ms [2022-04-19 03:51:43 main:574] : INFO : Epoch 1620 | loss: 0.0312239 | val_loss: 0.0312378 | Time: 2154.02 ms [2022-04-19 03:51:45 main:574] : INFO : Epoch 1621 | loss: 0.0312232 | val_loss: 0.0312358 | Time: 2160.23 ms [2022-04-19 03:51:47 main:574] : INFO : Epoch 1622 | loss: 0.0312233 | val_loss: 0.0312378 | Time: 2163.47 ms [2022-04-19 03:51:49 main:574] : INFO : Epoch 1623 | loss: 0.0312231 | val_loss: 0.0312381 | Time: 2175.13 ms [2022-04-19 03:51:52 main:574] : INFO : Epoch 1624 | loss: 0.0312232 | val_loss: 0.0312379 | Time: 2156.46 ms [2022-04-19 03:51:54 main:574] : INFO : Epoch 1625 | loss: 0.0312231 | val_loss: 0.0312361 | Time: 2236.18 ms [2022-04-19 03:51:56 main:574] : INFO : Epoch 1626 | loss: 0.0312231 | val_loss: 0.0312362 | Time: 2128.1 ms [2022-04-19 03:51:58 main:574] : INFO : Epoch 1627 | loss: 0.0312232 | val_loss: 0.031237 | Time: 2137.54 ms [2022-04-19 03:52:01 main:574] : INFO : Epoch 1628 | loss: 0.0312236 | val_loss: 0.0312369 | Time: 2122.35 ms [2022-04-19 03:52:03 main:574] : INFO : Epoch 1629 | loss: 0.0312238 | val_loss: 0.0312364 | Time: 2123.01 ms [2022-04-19 03:52:05 main:574] : INFO : Epoch 1630 | loss: 0.0312238 | val_loss: 0.0312387 | Time: 2202.57 ms [2022-04-19 03:52:07 main:574] : INFO : Epoch 1631 | loss: 0.0312243 | val_loss: 0.0312382 | Time: 2138.15 ms [2022-04-19 03:52:09 main:574] : INFO : Epoch 1632 | loss: 0.0312239 | val_loss: 0.0312378 | Time: 2160.91 ms [2022-04-19 03:52:11 main:574] : INFO : Epoch 1633 | loss: 0.0312234 | val_loss: 0.0312354 | Time: 2125.86 ms [2022-04-19 03:52:14 main:574] : INFO : Epoch 1634 | loss: 0.0312237 | val_loss: 0.0312371 | Time: 2132.36 ms [2022-04-19 03:52:16 main:574] : INFO : Epoch 1635 | loss: 0.0312231 | val_loss: 0.0312361 | Time: 2143.03 ms [2022-04-19 03:52:18 main:574] : INFO : Epoch 1636 | loss: 0.0312236 | val_loss: 0.0312419 | Time: 2142.31 ms [2022-04-19 03:52:20 main:574] : INFO : Epoch 1637 | loss: 0.0312243 | val_loss: 0.0312363 | Time: 2204.25 ms [2022-04-19 03:52:22 main:574] : INFO : Epoch 1638 | loss: 0.0312233 | val_loss: 0.0312384 | Time: 2094.65 ms [2022-04-19 03:52:25 main:574] : INFO : Epoch 1639 | loss: 0.0312231 | val_loss: 0.0312361 | Time: 2145.63 ms [2022-04-19 03:52:27 main:574] : INFO : Epoch 1640 | loss: 0.0312233 | val_loss: 0.0312379 | Time: 2137.84 ms [2022-04-19 03:52:29 main:574] : INFO : Epoch 1641 | loss: 0.0312233 | val_loss: 0.03124 | Time: 2124.08 ms [2022-04-19 03:52:31 main:574] : INFO : Epoch 1642 | loss: 0.0312232 | val_loss: 0.0312371 | Time: 2138.06 ms [2022-04-19 03:52:33 main:574] : INFO : Epoch 1643 | loss: 0.0312232 | val_loss: 0.0312359 | Time: 2114.67 ms [2022-04-19 03:52:35 main:574] : INFO : Epoch 1644 | loss: 0.0312243 | val_loss: 0.0312372 | Time: 2157.98 ms [2022-04-19 03:52:38 main:574] : INFO : Epoch 1645 | loss: 0.0312235 | val_loss: 0.0312387 | Time: 2153.73 ms [2022-04-19 03:52:40 main:574] : INFO : Epoch 1646 | loss: 0.0312235 | val_loss: 0.0312361 | Time: 2164.32 ms [2022-04-19 03:52:42 main:574] : INFO : Epoch 1647 | loss: 0.0312233 | val_loss: 0.0312366 | Time: 2138.23 ms [2022-04-19 03:52:44 main:574] : INFO : Epoch 1648 | loss: 0.0312245 | val_loss: 0.0312368 | Time: 2140.97 ms [2022-04-19 03:52:46 main:574] : INFO : Epoch 1649 | loss: 0.031224 | val_loss: 0.0312375 | Time: 2130.07 ms [2022-04-19 03:52:48 main:574] : INFO : Epoch 1650 | loss: 0.0312233 | val_loss: 0.0312359 | Time: 2122.74 ms [2022-04-19 03:52:51 main:574] : INFO : Epoch 1651 | loss: 0.0312232 | val_loss: 0.0312359 | Time: 2159.4 ms [2022-04-19 03:52:53 main:574] : INFO : Epoch 1652 | loss: 0.0312232 | val_loss: 0.0312368 | Time: 2151.85 ms [2022-04-19 03:52:55 main:574] : INFO : Epoch 1653 | loss: 0.0312233 | val_loss: 0.0312363 | Time: 2125.74 ms [2022-04-19 03:52:57 main:574] : INFO : Epoch 1654 | loss: 0.0312233 | val_loss: 0.0312388 | Time: 2138.62 ms [2022-04-19 03:52:59 main:574] : INFO : Epoch 1655 | loss: 0.0312235 | val_loss: 0.0312375 | Time: 2132.86 ms [2022-04-19 03:53:02 main:574] : INFO : Epoch 1656 | loss: 0.0312232 | val_loss: 0.0312373 | Time: 2176.53 ms [2022-04-19 03:53:04 main:574] : INFO : Epoch 1657 | loss: 0.031224 | val_loss: 0.0312369 | Time: 2144.73 ms [2022-04-19 03:53:06 main:574] : INFO : Epoch 1658 | loss: 0.0312238 | val_loss: 0.0312368 | Time: 2121.22 ms [2022-04-19 03:53:08 main:574] : INFO : Epoch 1659 | loss: 0.0312232 | val_loss: 0.0312369 | Time: 2108.47 ms [2022-04-19 03:53:10 main:574] : INFO : Epoch 1660 | loss: 0.0312231 | val_loss: 0.0312376 | Time: 2119.8 ms [2022-04-19 03:53:12 main:574] : INFO : Epoch 1661 | loss: 0.0312239 | val_loss: 0.0312413 | Time: 2154.44 ms [2022-04-19 03:53:15 main:574] : INFO : Epoch 1662 | loss: 0.0312239 | val_loss: 0.0312395 | Time: 2140.25 ms [2022-04-19 03:53:17 main:574] : INFO : Epoch 1663 | loss: 0.0312235 | val_loss: 0.0312358 | Time: 2161.28 ms [2022-04-19 03:53:19 main:574] : INFO : Epoch 1664 | loss: 0.0312237 | val_loss: 0.0312391 | Time: 2168.95 ms [2022-04-19 03:53:21 main:574] : INFO : Epoch 1665 | loss: 0.0312241 | val_loss: 0.0312392 | Time: 2154.45 ms [2022-04-19 03:53:23 main:574] : INFO : Epoch 1666 | loss: 0.0312238 | val_loss: 0.0312359 | Time: 2149.35 ms [2022-04-19 03:53:25 main:574] : INFO : Epoch 1667 | loss: 0.0312237 | val_loss: 0.0312373 | Time: 2140.01 ms [2022-04-19 03:53:28 main:574] : INFO : Epoch 1668 | loss: 0.0312231 | val_loss: 0.0312369 | Time: 2126.59 ms [2022-04-19 03:53:30 main:574] : INFO : Epoch 1669 | loss: 0.0312237 | val_loss: 0.0312381 | Time: 2127.64 ms [2022-04-19 03:53:32 main:574] : INFO : Epoch 1670 | loss: 0.0312233 | val_loss: 0.0312375 | Time: 2115.73 ms [2022-04-19 03:53:34 main:574] : INFO : Epoch 1671 | loss: 0.0312237 | val_loss: 0.0312407 | Time: 2152.03 ms [2022-04-19 03:53:36 main:574] : INFO : Epoch 1672 | loss: 0.0312253 | val_loss: 0.0312371 | Time: 2108.73 ms [2022-04-19 03:53:38 main:574] : INFO : Epoch 1673 | loss: 0.0317447 | val_loss: 0.0321938 | Time: 2155.07 ms [2022-04-19 03:53:41 main:574] : INFO : Epoch 1674 | loss: 0.0314612 | val_loss: 0.0312915 | Time: 2122.38 ms [2022-04-19 03:53:43 main:574] : INFO : Epoch 1675 | loss: 0.03125 | val_loss: 0.0312519 | Time: 2273.03 ms [2022-04-19 03:53:45 main:574] : INFO : Epoch 1676 | loss: 0.0312289 | val_loss: 0.0312365 | Time: 2159.81 ms [2022-04-19 03:53:47 main:574] : INFO : Epoch 1677 | loss: 0.0312277 | val_loss: 0.0312387 | Time: 2152.09 ms [2022-04-19 03:53:50 main:574] : INFO : Epoch 1678 | loss: 0.0312244 | val_loss: 0.0312371 | Time: 2159.32 ms [2022-04-19 03:53:52 main:574] : INFO : Epoch 1679 | loss: 0.0312248 | val_loss: 0.0312454 | Time: 2119.46 ms [2022-04-19 03:53:54 main:574] : INFO : Epoch 1680 | loss: 0.031225 | val_loss: 0.0312382 | Time: 2156.2 ms [2022-04-19 03:53:56 main:574] : INFO : Epoch 1681 | loss: 0.0312246 | val_loss: 0.0312374 | Time: 2137.93 ms [2022-04-19 03:53:58 main:574] : INFO : Epoch 1682 | loss: 0.0312249 | val_loss: 0.0312383 | Time: 2147.92 ms [2022-04-19 03:54:01 main:574] : INFO : Epoch 1683 | loss: 0.0312243 | val_loss: 0.0312376 | Time: 2158.06 ms [2022-04-19 03:54:03 main:574] : INFO : Epoch 1684 | loss: 0.0312239 | val_loss: 0.0312417 | Time: 2188.35 ms [2022-04-19 03:54:05 main:574] : INFO : Epoch 1685 | loss: 0.031225 | val_loss: 0.0312388 | Time: 2157.19 ms [2022-04-19 03:54:08 main:574] : INFO : Epoch 1686 | loss: 0.0312248 | val_loss: 0.0312382 | Time: 2146.76 ms [2022-04-19 03:54:10 main:574] : INFO : Epoch 1687 | loss: 0.031224 | val_loss: 0.0312382 | Time: 2131.02 ms [2022-04-19 03:54:12 main:574] : INFO : Epoch 1688 | loss: 0.0312237 | val_loss: 0.0312375 | Time: 2147.83 ms [2022-04-19 03:54:14 main:574] : INFO : Epoch 1689 | loss: 0.0312236 | val_loss: 0.0312398 | Time: 2157.45 ms [2022-04-19 03:54:16 main:574] : INFO : Epoch 1690 | loss: 0.0312244 | val_loss: 0.0312379 | Time: 2138.55 ms [2022-04-19 03:54:18 main:574] : INFO : Epoch 1691 | loss: 0.0312242 | val_loss: 0.0312392 | Time: 2163.77 ms [2022-04-19 03:54:21 main:574] : INFO : Epoch 1692 | loss: 0.0312242 | val_loss: 0.031237 | Time: 2175.44 ms [2022-04-19 03:54:23 main:574] : INFO : Epoch 1693 | loss: 0.0312238 | val_loss: 0.0312369 | Time: 2145.03 ms [2022-04-19 03:54:25 main:574] : INFO : Epoch 1694 | loss: 0.0312236 | val_loss: 0.031238 | Time: 2213.78 ms [2022-04-19 03:54:28 main:574] : INFO : Epoch 1695 | loss: 0.0312241 | val_loss: 0.0312393 | Time: 2193.03 ms [2022-04-19 03:54:30 main:574] : INFO : Epoch 1696 | loss: 0.0312237 | val_loss: 0.0312395 | Time: 2137.44 ms [2022-04-19 03:54:32 main:574] : INFO : Epoch 1697 | loss: 0.031224 | val_loss: 0.0312382 | Time: 2164.96 ms [2022-04-19 03:54:34 main:574] : INFO : Epoch 1698 | loss: 0.0312237 | val_loss: 0.0312388 | Time: 2243.77 ms [2022-04-19 03:54:36 main:574] : INFO : Epoch 1699 | loss: 0.0312243 | val_loss: 0.0312405 | Time: 2101.99 ms [2022-04-19 03:54:38 main:574] : INFO : Epoch 1700 | loss: 0.0312247 | val_loss: 0.0312402 | Time: 2150.08 ms [2022-04-19 03:54:41 main:574] : INFO : Epoch 1701 | loss: 0.0312239 | val_loss: 0.0312379 | Time: 2168.77 ms [2022-04-19 03:54:43 main:574] : INFO : Epoch 1702 | loss: 0.0312238 | val_loss: 0.0312384 | Time: 2186.14 ms [2022-04-19 03:54:45 main:574] : INFO : Epoch 1703 | loss: 0.0312247 | val_loss: 0.0312383 | Time: 2206.92 ms [2022-04-19 03:54:48 main:574] : INFO : Epoch 1704 | loss: 0.0312239 | val_loss: 0.031238 | Time: 2161.87 ms [2022-04-19 03:54:50 main:574] : INFO : Epoch 1705 | loss: 0.0312239 | val_loss: 0.031237 | Time: 2165.62 ms [2022-04-19 03:54:52 main:574] : INFO : Epoch 1706 | loss: 0.0312232 | val_loss: 0.0312369 | Time: 2239.05 ms [2022-04-19 03:54:54 main:574] : INFO : Epoch 1707 | loss: 0.0312231 | val_loss: 0.0312389 | Time: 2172.92 ms [2022-04-19 03:54:57 main:574] : INFO : Epoch 1708 | loss: 0.0312236 | val_loss: 0.0312391 | Time: 2139.55 ms [2022-04-19 03:54:59 main:574] : INFO : Epoch 1709 | loss: 0.0312238 | val_loss: 0.0312416 | Time: 2129.6 ms [2022-04-19 03:55:01 main:574] : INFO : Epoch 1710 | loss: 0.0312249 | val_loss: 0.0312392 | Time: 2238.03 ms [2022-04-19 03:55:03 main:574] : INFO : Epoch 1711 | loss: 0.0312248 | val_loss: 0.0312375 | Time: 2215.96 ms [2022-04-19 03:55:06 main:574] : INFO : Epoch 1712 | loss: 0.0312242 | val_loss: 0.0312381 | Time: 2161.22 ms [2022-04-19 03:55:08 main:574] : INFO : Epoch 1713 | loss: 0.0312236 | val_loss: 0.0312364 | Time: 2144.28 ms [2022-04-19 03:55:10 main:574] : INFO : Epoch 1714 | loss: 0.0312236 | val_loss: 0.0312368 | Time: 2171.07 ms [2022-04-19 03:55:12 main:574] : INFO : Epoch 1715 | loss: 0.0312238 | val_loss: 0.031236 | Time: 2175.63 ms [2022-04-19 03:55:14 main:574] : INFO : Epoch 1716 | loss: 0.031223 | val_loss: 0.0312374 | Time: 2127.06 ms [2022-04-19 03:55:17 main:574] : INFO : Epoch 1717 | loss: 0.0312235 | val_loss: 0.031236 | Time: 2161.46 ms [2022-04-19 03:55:19 main:574] : INFO : Epoch 1718 | loss: 0.0312236 | val_loss: 0.0312371 | Time: 2179.4 ms [2022-04-19 03:55:21 main:574] : INFO : Epoch 1719 | loss: 0.0312236 | val_loss: 0.0312382 | Time: 2224.32 ms [2022-04-19 03:55:23 main:574] : INFO : Epoch 1720 | loss: 0.0312243 | val_loss: 0.0312375 | Time: 2230.77 ms [2022-04-19 03:55:26 main:574] : INFO : Epoch 1721 | loss: 0.0312234 | val_loss: 0.0312376 | Time: 2210.56 ms [2022-04-19 03:55:28 main:574] : INFO : Epoch 1722 | loss: 0.0312233 | val_loss: 0.0312387 | Time: 2180.56 ms [2022-04-19 03:55:30 main:574] : INFO : Epoch 1723 | loss: 0.0312232 | val_loss: 0.031237 | Time: 2273.22 ms [2022-04-19 03:55:33 main:574] : INFO : Epoch 1724 | loss: 0.0312244 | val_loss: 0.0312373 | Time: 2283.33 ms [2022-04-19 03:55:35 main:574] : INFO : Epoch 1725 | loss: 0.0312233 | val_loss: 0.0312376 | Time: 2202.94 ms [2022-04-19 03:55:37 main:574] : INFO : Epoch 1726 | loss: 0.0312233 | val_loss: 0.0312364 | Time: 2132.33 ms [2022-04-19 03:55:39 main:574] : INFO : Epoch 1727 | loss: 0.031223 | val_loss: 0.0312364 | Time: 2207.52 ms [2022-04-19 03:55:42 main:574] : INFO : Epoch 1728 | loss: 0.0312234 | val_loss: 0.0312358 | Time: 2261.83 ms [2022-04-19 03:55:44 main:574] : INFO : Epoch 1729 | loss: 0.0312231 | val_loss: 0.0312381 | Time: 2184.56 ms [2022-04-19 03:55:46 main:574] : INFO : Epoch 1730 | loss: 0.0312237 | val_loss: 0.0312402 | Time: 2245.82 ms [2022-04-19 03:55:48 main:574] : INFO : Epoch 1731 | loss: 0.0312237 | val_loss: 0.0312371 | Time: 2224.78 ms [2022-04-19 03:55:51 main:574] : INFO : Epoch 1732 | loss: 0.0312236 | val_loss: 0.0312384 | Time: 2209.07 ms [2022-04-19 03:55:53 main:574] : INFO : Epoch 1733 | loss: 0.0312236 | val_loss: 0.0312385 | Time: 2247.06 ms [2022-04-19 03:55:55 main:574] : INFO : Epoch 1734 | loss: 0.0312238 | val_loss: 0.0312392 | Time: 2197.4 ms [2022-04-19 03:55:58 main:574] : INFO : Epoch 1735 | loss: 0.0312235 | val_loss: 0.0312372 | Time: 2350.92 ms [2022-04-19 03:56:00 main:574] : INFO : Epoch 1736 | loss: 0.0312236 | val_loss: 0.0312364 | Time: 2245.84 ms [2022-04-19 03:56:02 main:574] : INFO : Epoch 1737 | loss: 0.0312238 | val_loss: 0.0312363 | Time: 2246.49 ms [2022-04-19 03:56:05 main:574] : INFO : Epoch 1738 | loss: 0.0312235 | val_loss: 0.0312365 | Time: 2212.51 ms [2022-04-19 03:56:07 main:574] : INFO : Epoch 1739 | loss: 0.0312233 | val_loss: 0.0312362 | Time: 2171.85 ms [2022-04-19 03:56:09 main:574] : INFO : Epoch 1740 | loss: 0.0312238 | val_loss: 0.0312366 | Time: 2254.95 ms [2022-04-19 03:56:12 main:574] : INFO : Epoch 1741 | loss: 0.0312236 | val_loss: 0.0312373 | Time: 2225.65 ms [2022-04-19 03:56:14 main:574] : INFO : Epoch 1742 | loss: 0.0312232 | val_loss: 0.0312378 | Time: 2237.32 ms [2022-04-19 03:56:16 main:574] : INFO : Epoch 1743 | loss: 0.0312234 | val_loss: 0.0312363 | Time: 2195.15 ms [2022-04-19 03:56:18 main:574] : INFO : Epoch 1744 | loss: 0.0312233 | val_loss: 0.0312358 | Time: 2120.36 ms [2022-04-19 03:56:21 main:574] : INFO : Epoch 1745 | loss: 0.0312231 | val_loss: 0.0312373 | Time: 2159.26 ms [2022-04-19 03:56:23 main:574] : INFO : Epoch 1746 | loss: 0.0312233 | val_loss: 0.0312375 | Time: 2246.16 ms [2022-04-19 03:56:25 main:574] : INFO : Epoch 1747 | loss: 0.0312241 | val_loss: 0.0312372 | Time: 2341.68 ms [2022-04-19 03:56:27 main:574] : INFO : Epoch 1748 | loss: 0.0312231 | val_loss: 0.031236 | Time: 2218.96 ms [2022-04-19 03:56:30 main:574] : INFO : Epoch 1749 | loss: 0.0312232 | val_loss: 0.0312373 | Time: 2099.63 ms [2022-04-19 03:56:32 main:574] : INFO : Epoch 1750 | loss: 0.0312237 | val_loss: 0.0312375 | Time: 2239.78 ms [2022-04-19 03:56:34 main:574] : INFO : Epoch 1751 | loss: 0.0312234 | val_loss: 0.0312377 | Time: 2302.5 ms [2022-04-19 03:56:37 main:574] : INFO : Epoch 1752 | loss: 0.0312232 | val_loss: 0.0312363 | Time: 2315.06 ms [2022-04-19 03:56:39 main:574] : INFO : Epoch 1753 | loss: 0.0312233 | val_loss: 0.0312383 | Time: 2142.67 ms [2022-04-19 03:56:42 main:574] : INFO : Epoch 1754 | loss: 0.0312232 | val_loss: 0.0312403 | Time: 2315.5 ms [2022-04-19 03:56:44 main:574] : INFO : Epoch 1755 | loss: 0.0312231 | val_loss: 0.0312377 | Time: 2339.08 ms [2022-04-19 03:56:46 main:574] : INFO : Epoch 1756 | loss: 0.0312231 | val_loss: 0.0312376 | Time: 2345.51 ms [2022-04-19 03:56:49 main:574] : INFO : Epoch 1757 | loss: 0.0312231 | val_loss: 0.0312369 | Time: 2300.21 ms [2022-04-19 03:56:51 main:574] : INFO : Epoch 1758 | loss: 0.0312234 | val_loss: 0.0312379 | Time: 2196.33 ms [2022-04-19 03:56:53 main:574] : INFO : Epoch 1759 | loss: 0.0312235 | val_loss: 0.0312378 | Time: 2365.65 ms [2022-04-19 03:56:56 main:574] : INFO : Epoch 1760 | loss: 0.0312231 | val_loss: 0.0312379 | Time: 2499.35 ms [2022-04-19 03:56:58 main:574] : INFO : Epoch 1761 | loss: 0.0312231 | val_loss: 0.0312374 | Time: 2318.5 ms [2022-04-19 03:57:01 main:574] : INFO : Epoch 1762 | loss: 0.0312237 | val_loss: 0.031239 | Time: 2270.63 ms [2022-04-19 03:57:03 main:574] : INFO : Epoch 1763 | loss: 0.0312238 | val_loss: 0.0312398 | Time: 2353.6 ms [2022-04-19 03:57:06 main:574] : INFO : Epoch 1764 | loss: 0.0312233 | val_loss: 0.0312394 | Time: 2325.28 ms [2022-04-19 03:57:08 main:574] : INFO : Epoch 1765 | loss: 0.0312236 | val_loss: 0.0312383 | Time: 2236.95 ms [2022-04-19 03:57:10 main:574] : INFO : Epoch 1766 | loss: 0.0312237 | val_loss: 0.0312378 | Time: 2291.92 ms [2022-04-19 03:57:13 main:574] : INFO : Epoch 1767 | loss: 0.0312245 | val_loss: 0.0312393 | Time: 2344.96 ms [2022-04-19 03:57:15 main:574] : INFO : Epoch 1768 | loss: 0.0312236 | val_loss: 0.0312356 | Time: 2257.21 ms [2022-04-19 03:57:17 main:574] : INFO : Epoch 1769 | loss: 0.0312235 | val_loss: 0.0312368 | Time: 2299.6 ms [2022-04-19 03:57:20 main:574] : INFO : Epoch 1770 | loss: 0.0312233 | val_loss: 0.0312372 | Time: 2315.16 ms [2022-04-19 03:57:22 main:574] : INFO : Epoch 1771 | loss: 0.0312234 | val_loss: 0.0312368 | Time: 2280.5 ms [2022-04-19 03:57:25 main:574] : INFO : Epoch 1772 | loss: 0.031223 | val_loss: 0.0312366 | Time: 2486.23 ms [2022-04-19 03:57:27 main:574] : INFO : Epoch 1773 | loss: 0.0312236 | val_loss: 0.031236 | Time: 2407.6 ms [2022-04-19 03:57:29 main:574] : INFO : Epoch 1774 | loss: 0.0312231 | val_loss: 0.0312364 | Time: 2256.03 ms [2022-04-19 03:57:32 main:574] : INFO : Epoch 1775 | loss: 0.0312237 | val_loss: 0.0312372 | Time: 2241.15 ms [2022-04-19 03:57:34 main:574] : INFO : Epoch 1776 | loss: 0.0312238 | val_loss: 0.031237 | Time: 2506.98 ms [2022-04-19 03:57:37 main:574] : INFO : Epoch 1777 | loss: 0.0312235 | val_loss: 0.0312391 | Time: 2583.69 ms [2022-04-19 03:57:40 main:574] : INFO : Epoch 1778 | loss: 0.0312237 | val_loss: 0.0312373 | Time: 2384.91 ms [2022-04-19 03:57:42 main:574] : INFO : Epoch 1779 | loss: 0.0312232 | val_loss: 0.031238 | Time: 2221.03 ms [2022-04-19 03:57:44 main:574] : INFO : Epoch 1780 | loss: 0.0312244 | val_loss: 0.0312438 | Time: 2408.55 ms [2022-04-19 03:57:47 main:574] : INFO : Epoch 1781 | loss: 0.0312247 | val_loss: 0.0312414 | Time: 2672.01 ms [2022-04-19 03:57:50 main:574] : INFO : Epoch 1782 | loss: 0.0312239 | val_loss: 0.0312377 | Time: 2583.06 ms [2022-04-19 03:57:52 main:574] : INFO : Epoch 1783 | loss: 0.031223 | val_loss: 0.0312389 | Time: 2508.09 ms [2022-04-19 03:57:55 main:574] : INFO : Epoch 1784 | loss: 0.0312234 | val_loss: 0.0312368 | Time: 2117.18 ms [2022-04-19 03:57:57 main:574] : INFO : Epoch 1785 | loss: 0.0312233 | val_loss: 0.0312399 | Time: 2392.01 ms [2022-04-19 03:58:00 main:574] : INFO : Epoch 1786 | loss: 0.0312235 | val_loss: 0.0312393 | Time: 2616.27 ms [2022-04-19 03:58:02 main:574] : INFO : Epoch 1787 | loss: 0.0312234 | val_loss: 0.0312372 | Time: 2619.77 ms [2022-04-19 03:58:05 main:574] : INFO : Epoch 1788 | loss: 0.0312243 | val_loss: 0.0312371 | Time: 2404.93 ms [2022-04-19 03:58:07 main:574] : INFO : Epoch 1789 | loss: 0.0312231 | val_loss: 0.0312366 | Time: 2237.98 ms [2022-04-19 03:58:10 main:574] : INFO : Epoch 1790 | loss: 0.0312234 | val_loss: 0.0312369 | Time: 2428.15 ms [2022-04-19 03:58:12 main:574] : INFO : Epoch 1791 | loss: 0.0312234 | val_loss: 0.0312362 | Time: 2519.02 ms [2022-04-19 03:58:15 main:574] : INFO : Epoch 1792 | loss: 0.0312245 | val_loss: 0.0312393 | Time: 2520.21 ms [2022-04-19 03:58:17 main:574] : INFO : Epoch 1793 | loss: 0.0312244 | val_loss: 0.0312382 | Time: 2344.55 ms [2022-04-19 03:58:20 main:574] : INFO : Epoch 1794 | loss: 0.0312241 | val_loss: 0.0312363 | Time: 2447.31 ms [2022-04-19 03:58:23 main:574] : INFO : Epoch 1795 | loss: 0.0312234 | val_loss: 0.0312367 | Time: 2581.82 ms [2022-04-19 03:58:25 main:574] : INFO : Epoch 1796 | loss: 0.0312235 | val_loss: 0.0312365 | Time: 2337.93 ms [2022-04-19 03:58:27 main:574] : INFO : Epoch 1797 | loss: 0.0312234 | val_loss: 0.0312359 | Time: 2107.2 ms [2022-04-19 03:58:30 main:574] : INFO : Epoch 1798 | loss: 0.0312237 | val_loss: 0.0312358 | Time: 2111.38 ms [2022-04-19 03:58:32 main:574] : INFO : Epoch 1799 | loss: 0.0312235 | val_loss: 0.031237 | Time: 2325.2 ms [2022-04-19 03:58:34 main:574] : INFO : Epoch 1800 | loss: 0.0312233 | val_loss: 0.031237 | Time: 2090.08 ms [2022-04-19 03:58:36 main:574] : INFO : Epoch 1801 | loss: 0.0312233 | val_loss: 0.0312388 | Time: 2114.85 ms [2022-04-19 03:58:39 main:574] : INFO : Epoch 1802 | loss: 0.0312245 | val_loss: 0.0312384 | Time: 2121.41 ms [2022-04-19 03:58:41 main:574] : INFO : Epoch 1803 | loss: 0.0312236 | val_loss: 0.0312398 | Time: 2121.26 ms [2022-04-19 03:58:43 main:574] : INFO : Epoch 1804 | loss: 0.0312242 | val_loss: 0.0312392 | Time: 2117.52 ms [2022-04-19 03:58:45 main:574] : INFO : Epoch 1805 | loss: 0.0312232 | val_loss: 0.0312362 | Time: 2129.22 ms [2022-04-19 03:58:47 main:574] : INFO : Epoch 1806 | loss: 0.0312234 | val_loss: 0.0312394 | Time: 2172.19 ms [2022-04-19 03:58:49 main:574] : INFO : Epoch 1807 | loss: 0.0312238 | val_loss: 0.0312374 | Time: 2141.62 ms [2022-04-19 03:58:52 main:574] : INFO : Epoch 1808 | loss: 0.0312234 | val_loss: 0.0312365 | Time: 2157.25 ms [2022-04-19 03:58:54 main:574] : INFO : Epoch 1809 | loss: 0.031223 | val_loss: 0.0312362 | Time: 2143.16 ms [2022-04-19 03:58:56 main:574] : INFO : Epoch 1810 | loss: 0.031223 | val_loss: 0.0312372 | Time: 2126.21 ms [2022-04-19 03:58:58 main:574] : INFO : Epoch 1811 | loss: 0.0312231 | val_loss: 0.0312367 | Time: 2123.32 ms [2022-04-19 03:59:00 main:574] : INFO : Epoch 1812 | loss: 0.0312241 | val_loss: 0.0312368 | Time: 2175.98 ms [2022-04-19 03:59:03 main:574] : INFO : Epoch 1813 | loss: 0.0312239 | val_loss: 0.0312358 | Time: 2131 ms [2022-04-19 03:59:05 main:574] : INFO : Epoch 1814 | loss: 0.031223 | val_loss: 0.0312369 | Time: 2146.12 ms [2022-04-19 03:59:07 main:574] : INFO : Epoch 1815 | loss: 0.0312232 | val_loss: 0.031236 | Time: 2122.64 ms [2022-04-19 03:59:09 main:574] : INFO : Epoch 1816 | loss: 0.0312235 | val_loss: 0.0312365 | Time: 2115.59 ms [2022-04-19 03:59:11 main:574] : INFO : Epoch 1817 | loss: 0.0312233 | val_loss: 0.0312351 | Time: 2126.41 ms [2022-04-19 03:59:14 main:574] : INFO : Epoch 1818 | loss: 0.0312245 | val_loss: 0.0312413 | Time: 2410.07 ms [2022-04-19 03:59:16 main:574] : INFO : Epoch 1819 | loss: 0.0312248 | val_loss: 0.0312398 | Time: 2139.28 ms [2022-04-19 03:59:18 main:574] : INFO : Epoch 1820 | loss: 0.0312235 | val_loss: 0.0312365 | Time: 2138.52 ms [2022-04-19 03:59:20 main:574] : INFO : Epoch 1821 | loss: 0.0312232 | val_loss: 0.0312362 | Time: 2140.54 ms [2022-04-19 03:59:22 main:574] : INFO : Epoch 1822 | loss: 0.0312236 | val_loss: 0.0312384 | Time: 2156.83 ms [2022-04-19 03:59:25 main:574] : INFO : Epoch 1823 | loss: 0.0312238 | val_loss: 0.0312393 | Time: 2163.95 ms [2022-04-19 03:59:27 main:574] : INFO : Epoch 1824 | loss: 0.031223 | val_loss: 0.0312383 | Time: 2147.13 ms [2022-04-19 03:59:29 main:574] : INFO : Epoch 1825 | loss: 0.0312237 | val_loss: 0.0312377 | Time: 2117.67 ms [2022-04-19 03:59:31 main:574] : INFO : Epoch 1826 | loss: 0.0312235 | val_loss: 0.0312381 | Time: 2120.32 ms [2022-04-19 03:59:34 main:574] : INFO : Epoch 1827 | loss: 0.0312232 | val_loss: 0.0312366 | Time: 2153.34 ms [2022-04-19 03:59:36 main:574] : INFO : Epoch 1828 | loss: 0.0312234 | val_loss: 0.0312405 | Time: 2133.21 ms [2022-04-19 03:59:38 main:574] : INFO : Epoch 1829 | loss: 0.031224 | val_loss: 0.0312397 | Time: 2155.08 ms [2022-04-19 03:59:40 main:574] : INFO : Epoch 1830 | loss: 0.0312238 | val_loss: 0.0312381 | Time: 2163.18 ms [2022-04-19 03:59:42 main:574] : INFO : Epoch 1831 | loss: 0.0312236 | val_loss: 0.0312356 | Time: 2139.27 ms [2022-04-19 03:59:45 main:574] : INFO : Epoch 1832 | loss: 0.0312237 | val_loss: 0.0312364 | Time: 2186.37 ms [2022-04-19 03:59:47 main:574] : INFO : Epoch 1833 | loss: 0.031224 | val_loss: 0.0312421 | Time: 2156 ms [2022-04-19 03:59:49 main:574] : INFO : Epoch 1834 | loss: 0.0312246 | val_loss: 0.0312398 | Time: 2139.41 ms [2022-04-19 03:59:51 main:574] : INFO : Epoch 1835 | loss: 0.0312233 | val_loss: 0.0312379 | Time: 2155.03 ms [2022-04-19 03:59:53 main:574] : INFO : Epoch 1836 | loss: 0.0312229 | val_loss: 0.031237 | Time: 2196.21 ms [2022-04-19 03:59:56 main:574] : INFO : Epoch 1837 | loss: 0.0312245 | val_loss: 0.0312384 | Time: 2132.52 ms [2022-04-19 03:59:58 main:574] : INFO : Epoch 1838 | loss: 0.0312258 | val_loss: 0.031239 | Time: 2156.67 ms [2022-04-19 04:00:00 main:574] : INFO : Epoch 1839 | loss: 0.0312247 | val_loss: 0.0312384 | Time: 2144.69 ms [2022-04-19 04:00:02 main:574] : INFO : Epoch 1840 | loss: 0.0312241 | val_loss: 0.0312409 | Time: 2143.01 ms [2022-04-19 04:00:04 main:574] : INFO : Epoch 1841 | loss: 0.0312237 | val_loss: 0.0312364 | Time: 2145.81 ms [2022-04-19 04:00:07 main:574] : INFO : Epoch 1842 | loss: 0.0312237 | val_loss: 0.0312383 | Time: 2142.94 ms [2022-04-19 04:00:09 main:574] : INFO : Epoch 1843 | loss: 0.0312231 | val_loss: 0.0312402 | Time: 2133.92 ms [2022-04-19 04:00:11 main:574] : INFO : Epoch 1844 | loss: 0.0312243 | val_loss: 0.0312371 | Time: 2133.44 ms [2022-04-19 04:00:13 main:574] : INFO : Epoch 1845 | loss: 0.0312242 | val_loss: 0.0312351 | Time: 2159.24 ms [2022-04-19 04:00:15 main:574] : INFO : Epoch 1846 | loss: 0.031224 | val_loss: 0.031237 | Time: 2166.32 ms [2022-04-19 04:00:18 main:574] : INFO : Epoch 1847 | loss: 0.0312232 | val_loss: 0.0312377 | Time: 2184.93 ms [2022-04-19 04:00:20 main:574] : INFO : Epoch 1848 | loss: 0.0312228 | val_loss: 0.0312423 | Time: 2154.19 ms [2022-04-19 04:00:22 main:574] : INFO : Epoch 1849 | loss: 0.031224 | val_loss: 0.0312362 | Time: 2153.44 ms [2022-04-19 04:00:24 main:574] : INFO : Epoch 1850 | loss: 0.0312234 | val_loss: 0.0312374 | Time: 2163.72 ms [2022-04-19 04:00:26 main:574] : INFO : Epoch 1851 | loss: 0.0312231 | val_loss: 0.0312385 | Time: 2146.7 ms [2022-04-19 04:00:28 main:574] : INFO : Epoch 1852 | loss: 0.0312242 | val_loss: 0.0312367 | Time: 2135.4 ms [2022-04-19 04:00:31 main:574] : INFO : Epoch 1853 | loss: 0.0312231 | val_loss: 0.0312364 | Time: 2149.23 ms [2022-04-19 04:00:33 main:574] : INFO : Epoch 1854 | loss: 0.0312232 | val_loss: 0.0312381 | Time: 2145.09 ms [2022-04-19 04:00:35 main:574] : INFO : Epoch 1855 | loss: 0.0312233 | val_loss: 0.0312366 | Time: 2166.23 ms [2022-04-19 04:00:37 main:574] : INFO : Epoch 1856 | loss: 0.0312231 | val_loss: 0.0312368 | Time: 2133.19 ms [2022-04-19 04:00:39 main:574] : INFO : Epoch 1857 | loss: 0.0312235 | val_loss: 0.0312356 | Time: 2172.32 ms [2022-04-19 04:00:42 main:574] : INFO : Epoch 1858 | loss: 0.0312232 | val_loss: 0.0312357 | Time: 2154.4 ms [2022-04-19 04:00:44 main:574] : INFO : Epoch 1859 | loss: 0.0312238 | val_loss: 0.0312375 | Time: 2149.25 ms [2022-04-19 04:00:46 main:574] : INFO : Epoch 1860 | loss: 0.0312239 | val_loss: 0.0312357 | Time: 2152.37 ms [2022-04-19 04:00:48 main:574] : INFO : Epoch 1861 | loss: 0.0312234 | val_loss: 0.0312361 | Time: 2173.76 ms [2022-04-19 04:00:50 main:574] : INFO : Epoch 1862 | loss: 0.031223 | val_loss: 0.0312359 | Time: 2151.42 ms [2022-04-19 04:00:53 main:574] : INFO : Epoch 1863 | loss: 0.0312236 | val_loss: 0.0312361 | Time: 2148.9 ms [2022-04-19 04:00:55 main:574] : INFO : Epoch 1864 | loss: 0.0312243 | val_loss: 0.0312422 | Time: 2141.2 ms [2022-04-19 04:00:57 main:574] : INFO : Epoch 1865 | loss: 0.0312238 | val_loss: 0.0312373 | Time: 2151.92 ms [2022-04-19 04:00:59 main:574] : INFO : Epoch 1866 | loss: 0.0312237 | val_loss: 0.0312359 | Time: 2113.2 ms [2022-04-19 04:01:01 main:574] : INFO : Epoch 1867 | loss: 0.0312233 | val_loss: 0.0312387 | Time: 2146.44 ms [2022-04-19 04:01:04 main:574] : INFO : Epoch 1868 | loss: 0.0312234 | val_loss: 0.0312381 | Time: 2191.54 ms [2022-04-19 04:01:06 main:574] : INFO : Epoch 1869 | loss: 0.0312234 | val_loss: 0.0312379 | Time: 2141.48 ms [2022-04-19 04:01:08 main:574] : INFO : Epoch 1870 | loss: 0.0312236 | val_loss: 0.0312352 | Time: 2133.93 ms [2022-04-19 04:01:10 main:574] : INFO : Epoch 1871 | loss: 0.0312233 | val_loss: 0.0312377 | Time: 2150.12 ms [2022-04-19 04:01:12 main:574] : INFO : Epoch 1872 | loss: 0.0312229 | val_loss: 0.0312385 | Time: 2164.35 ms [2022-04-19 04:01:15 main:574] : INFO : Epoch 1873 | loss: 0.0312241 | val_loss: 0.0312393 | Time: 2150.2 ms [2022-04-19 04:01:17 main:574] : INFO : Epoch 1874 | loss: 0.0312248 | val_loss: 0.0312418 | Time: 2154.35 ms [2022-04-19 04:01:19 main:574] : INFO : Epoch 1875 | loss: 0.0312237 | val_loss: 0.0312364 | Time: 2151.07 ms [2022-04-19 04:01:21 main:574] : INFO : Epoch 1876 | loss: 0.031224 | val_loss: 0.0312389 | Time: 2179.82 ms [2022-04-19 04:01:23 main:574] : INFO : Epoch 1877 | loss: 0.031223 | val_loss: 0.0312358 | Time: 2134.35 ms [2022-04-19 04:01:25 main:574] : INFO : Epoch 1878 | loss: 0.0312239 | val_loss: 0.0312386 | Time: 2182.9 ms [2022-04-19 04:01:28 main:574] : INFO : Epoch 1879 | loss: 0.0312261 | val_loss: 0.0312441 | Time: 2178.91 ms [2022-04-19 04:01:30 main:574] : INFO : Epoch 1880 | loss: 0.0312247 | val_loss: 0.0312365 | Time: 2170.55 ms [2022-04-19 04:01:32 main:574] : INFO : Epoch 1881 | loss: 0.0312252 | val_loss: 0.0312429 | Time: 2111.05 ms [2022-04-19 04:01:34 main:574] : INFO : Epoch 1882 | loss: 0.0312232 | val_loss: 0.0312371 | Time: 2192.08 ms [2022-04-19 04:01:37 main:574] : INFO : Epoch 1883 | loss: 0.0312235 | val_loss: 0.0312364 | Time: 2121.67 ms [2022-04-19 04:01:39 main:574] : INFO : Epoch 1884 | loss: 0.0312244 | val_loss: 0.0312371 | Time: 2128.07 ms [2022-04-19 04:01:41 main:574] : INFO : Epoch 1885 | loss: 0.0312241 | val_loss: 0.0312372 | Time: 2136.4 ms [2022-04-19 04:01:43 main:574] : INFO : Epoch 1886 | loss: 0.0312252 | val_loss: 0.0312391 | Time: 2158.27 ms [2022-04-19 04:01:45 main:574] : INFO : Epoch 1887 | loss: 0.0312236 | val_loss: 0.0312371 | Time: 2144.95 ms [2022-04-19 04:01:47 main:574] : INFO : Epoch 1888 | loss: 0.0312238 | val_loss: 0.0312358 | Time: 2145.85 ms [2022-04-19 04:01:50 main:574] : INFO : Epoch 1889 | loss: 0.0312236 | val_loss: 0.0312385 | Time: 2163.12 ms [2022-04-19 04:01:52 main:574] : INFO : Epoch 1890 | loss: 0.0312248 | val_loss: 0.0312359 | Time: 2149.26 ms [2022-04-19 04:01:54 main:574] : INFO : Epoch 1891 | loss: 0.0312243 | val_loss: 0.0312392 | Time: 2154.95 ms [2022-04-19 04:01:56 main:574] : INFO : Epoch 1892 | loss: 0.0312238 | val_loss: 0.0312364 | Time: 2133.46 ms [2022-04-19 04:01:58 main:574] : INFO : Epoch 1893 | loss: 0.0312235 | val_loss: 0.0312415 | Time: 2137.87 ms [2022-04-19 04:02:01 main:574] : INFO : Epoch 1894 | loss: 0.0312249 | val_loss: 0.0312369 | Time: 2151.8 ms [2022-04-19 04:02:03 main:574] : INFO : Epoch 1895 | loss: 0.0312255 | val_loss: 0.0312384 | Time: 2136.86 ms [2022-04-19 04:02:05 main:574] : INFO : Epoch 1896 | loss: 0.0312245 | val_loss: 0.0312384 | Time: 2157.56 ms [2022-04-19 04:02:07 main:574] : INFO : Epoch 1897 | loss: 0.0312244 | val_loss: 0.0312375 | Time: 2126.37 ms [2022-04-19 04:02:09 main:574] : INFO : Epoch 1898 | loss: 0.0312232 | val_loss: 0.0312362 | Time: 2141.58 ms [2022-04-19 04:02:12 main:574] : INFO : Epoch 1899 | loss: 0.0312233 | val_loss: 0.0312358 | Time: 2157.8 ms [2022-04-19 04:02:14 main:574] : INFO : Epoch 1900 | loss: 0.0312236 | val_loss: 0.031238 | Time: 2132.39 ms [2022-04-19 04:02:16 main:574] : INFO : Epoch 1901 | loss: 0.0312246 | val_loss: 0.0312387 | Time: 2161.25 ms [2022-04-19 04:02:18 main:574] : INFO : Epoch 1902 | loss: 0.0312245 | val_loss: 0.0312362 | Time: 2142.73 ms [2022-04-19 04:02:20 main:574] : INFO : Epoch 1903 | loss: 0.0312236 | val_loss: 0.031238 | Time: 2167.26 ms [2022-04-19 04:02:22 main:574] : INFO : Epoch 1904 | loss: 0.0312233 | val_loss: 0.0312354 | Time: 2135.62 ms [2022-04-19 04:02:25 main:574] : INFO : Epoch 1905 | loss: 0.0312236 | val_loss: 0.0312388 | Time: 2161.12 ms [2022-04-19 04:02:27 main:574] : INFO : Epoch 1906 | loss: 0.0312229 | val_loss: 0.0312419 | Time: 2166.46 ms [2022-04-19 04:02:29 main:574] : INFO : Epoch 1907 | loss: 0.0312241 | val_loss: 0.0312354 | Time: 2152.13 ms [2022-04-19 04:02:31 main:574] : INFO : Epoch 1908 | loss: 0.0312243 | val_loss: 0.0312446 | Time: 2151.91 ms [2022-04-19 04:02:33 main:574] : INFO : Epoch 1909 | loss: 0.0312245 | val_loss: 0.031236 | Time: 2140.63 ms [2022-04-19 04:02:36 main:574] : INFO : Epoch 1910 | loss: 0.0312238 | val_loss: 0.031237 | Time: 2158.64 ms [2022-04-19 04:02:38 main:574] : INFO : Epoch 1911 | loss: 0.031223 | val_loss: 0.0312375 | Time: 2179.59 ms [2022-04-19 04:02:40 main:574] : INFO : Epoch 1912 | loss: 0.0312237 | val_loss: 0.0312372 | Time: 2159.52 ms [2022-04-19 04:02:42 main:574] : INFO : Epoch 1913 | loss: 0.031223 | val_loss: 0.0312379 | Time: 2173.93 ms [2022-04-19 04:02:44 main:574] : INFO : Epoch 1914 | loss: 0.0312233 | val_loss: 0.0312389 | Time: 2159.54 ms [2022-04-19 04:02:47 main:574] : INFO : Epoch 1915 | loss: 0.0312231 | val_loss: 0.0312355 | Time: 2179.77 ms [2022-04-19 04:02:49 main:574] : INFO : Epoch 1916 | loss: 0.0312235 | val_loss: 0.0312399 | Time: 2173.11 ms [2022-04-19 04:02:51 main:574] : INFO : Epoch 1917 | loss: 0.031225 | val_loss: 0.0312386 | Time: 2188.45 ms [2022-04-19 04:02:53 main:574] : INFO : Epoch 1918 | loss: 0.0312251 | val_loss: 0.0312351 | Time: 2169.67 ms [2022-04-19 04:02:56 main:574] : INFO : Epoch 1919 | loss: 0.0312233 | val_loss: 0.0312388 | Time: 2150.15 ms [2022-04-19 04:02:58 main:574] : INFO : Epoch 1920 | loss: 0.031223 | val_loss: 0.0312362 | Time: 2130.07 ms [2022-04-19 04:03:00 main:574] : INFO : Epoch 1921 | loss: 0.0312239 | val_loss: 0.0312386 | Time: 2157 ms [2022-04-19 04:03:02 main:574] : INFO : Epoch 1922 | loss: 0.0312237 | val_loss: 0.0312381 | Time: 2129.7 ms [2022-04-19 04:03:04 main:574] : INFO : Epoch 1923 | loss: 0.0312233 | val_loss: 0.0312355 | Time: 2144.13 ms [2022-04-19 04:03:07 main:574] : INFO : Epoch 1924 | loss: 0.0312235 | val_loss: 0.0312361 | Time: 2201.47 ms [2022-04-19 04:03:09 main:574] : INFO : Epoch 1925 | loss: 0.031224 | val_loss: 0.0312359 | Time: 2111.62 ms [2022-04-19 04:03:11 main:574] : INFO : Epoch 1926 | loss: 0.0312236 | val_loss: 0.0312374 | Time: 2181.34 ms [2022-04-19 04:03:13 main:574] : INFO : Epoch 1927 | loss: 0.0312238 | val_loss: 0.0312385 | Time: 2131.16 ms [2022-04-19 04:03:15 main:574] : INFO : Epoch 1928 | loss: 0.031223 | val_loss: 0.0312375 | Time: 2191.76 ms [2022-04-19 04:03:18 main:574] : INFO : Epoch 1929 | loss: 0.0312234 | val_loss: 0.0312358 | Time: 2122.94 ms [2022-04-19 04:03:20 main:574] : INFO : Epoch 1930 | loss: 0.0312231 | val_loss: 0.0312357 | Time: 2138 ms [2022-04-19 04:03:22 main:574] : INFO : Epoch 1931 | loss: 0.0312235 | val_loss: 0.0312403 | Time: 2130.64 ms [2022-04-19 04:03:24 main:574] : INFO : Epoch 1932 | loss: 0.031224 | val_loss: 0.0312392 | Time: 2118.45 ms [2022-04-19 04:03:26 main:574] : INFO : Epoch 1933 | loss: 0.0312241 | val_loss: 0.0312366 | Time: 2134.55 ms [2022-04-19 04:03:29 main:574] : INFO : Epoch 1934 | loss: 0.0312232 | val_loss: 0.031236 | Time: 2087.71 ms [2022-04-19 04:03:31 main:574] : INFO : Epoch 1935 | loss: 0.0312233 | val_loss: 0.0312392 | Time: 2117.05 ms [2022-04-19 04:03:33 main:574] : INFO : Epoch 1936 | loss: 0.0312244 | val_loss: 0.0312387 | Time: 2150.71 ms [2022-04-19 04:03:35 main:574] : INFO : Epoch 1937 | loss: 0.031224 | val_loss: 0.0312394 | Time: 2135.65 ms [2022-04-19 04:03:37 main:574] : INFO : Epoch 1938 | loss: 0.0312245 | val_loss: 0.0312404 | Time: 2165.28 ms [2022-04-19 04:03:40 main:574] : INFO : Epoch 1939 | loss: 0.0312241 | val_loss: 0.0312402 | Time: 2171.16 ms [2022-04-19 04:03:42 main:574] : INFO : Epoch 1940 | loss: 0.0312236 | val_loss: 0.03124 | Time: 2149.03 ms [2022-04-19 04:03:44 main:574] : INFO : Epoch 1941 | loss: 0.0312239 | val_loss: 0.0312358 | Time: 2155.71 ms [2022-04-19 04:03:46 main:574] : INFO : Epoch 1942 | loss: 0.0312232 | val_loss: 0.0312397 | Time: 2107.17 ms [2022-04-19 04:03:48 main:574] : INFO : Epoch 1943 | loss: 0.0312237 | val_loss: 0.0312371 | Time: 2154.19 ms [2022-04-19 04:03:50 main:574] : INFO : Epoch 1944 | loss: 0.0312239 | val_loss: 0.031237 | Time: 2115.61 ms [2022-04-19 04:03:53 main:574] : INFO : Epoch 1945 | loss: 0.0312229 | val_loss: 0.0312382 | Time: 2142.92 ms [2022-04-19 04:03:55 main:574] : INFO : Epoch 1946 | loss: 0.0312229 | val_loss: 0.0312354 | Time: 2140.84 ms [2022-04-19 04:03:57 main:574] : INFO : Epoch 1947 | loss: 0.0312241 | val_loss: 0.0312391 | Time: 2184.04 ms [2022-04-19 04:03:59 main:574] : INFO : Epoch 1948 | loss: 0.0312231 | val_loss: 0.0312406 | Time: 2118.13 ms [2022-04-19 04:04:01 main:574] : INFO : Epoch 1949 | loss: 0.0312243 | val_loss: 0.0312385 | Time: 2102.81 ms [2022-04-19 04:04:03 main:574] : INFO : Epoch 1950 | loss: 0.0312236 | val_loss: 0.0312368 | Time: 2128.02 ms [2022-04-19 04:04:06 main:574] : INFO : Epoch 1951 | loss: 0.031223 | val_loss: 0.0312372 | Time: 2168 ms [2022-04-19 04:04:08 main:574] : INFO : Epoch 1952 | loss: 0.0312241 | val_loss: 0.0312369 | Time: 2140.13 ms [2022-04-19 04:04:10 main:574] : INFO : Epoch 1953 | loss: 0.031224 | val_loss: 0.0312389 | Time: 2117.43 ms [2022-04-19 04:04:12 main:574] : INFO : Epoch 1954 | loss: 0.031224 | val_loss: 0.0312401 | Time: 2122.63 ms [2022-04-19 04:04:14 main:574] : INFO : Epoch 1955 | loss: 0.0312244 | val_loss: 0.0312354 | Time: 2130.48 ms [2022-04-19 04:04:17 main:574] : INFO : Epoch 1956 | loss: 0.0312234 | val_loss: 0.0312381 | Time: 2126.33 ms [2022-04-19 04:04:19 main:574] : INFO : Epoch 1957 | loss: 0.0312235 | val_loss: 0.0312409 | Time: 2117.16 ms [2022-04-19 04:04:21 main:574] : INFO : Epoch 1958 | loss: 0.0312232 | val_loss: 0.0312394 | Time: 2083.61 ms [2022-04-19 04:04:23 main:574] : INFO : Epoch 1959 | loss: 0.0312234 | val_loss: 0.0312388 | Time: 2148.45 ms [2022-04-19 04:04:25 main:574] : INFO : Epoch 1960 | loss: 0.0312231 | val_loss: 0.0312373 | Time: 2138.52 ms [2022-04-19 04:04:27 main:574] : INFO : Epoch 1961 | loss: 0.0312233 | val_loss: 0.0312399 | Time: 2140.9 ms [2022-04-19 04:04:29 main:574] : INFO : Epoch 1962 | loss: 0.0312244 | val_loss: 0.0312392 | Time: 2115.37 ms [2022-04-19 04:04:32 main:574] : INFO : Epoch 1963 | loss: 0.0312258 | val_loss: 0.0312359 | Time: 2138.43 ms [2022-04-19 04:04:34 main:574] : INFO : Epoch 1964 | loss: 0.0312256 | val_loss: 0.0312386 | Time: 2152.38 ms [2022-04-19 04:04:36 main:574] : INFO : Epoch 1965 | loss: 0.0312243 | val_loss: 0.0312363 | Time: 2145.61 ms [2022-04-19 04:04:38 main:574] : INFO : Epoch 1966 | loss: 0.0312236 | val_loss: 0.0312367 | Time: 2127.03 ms [2022-04-19 04:04:40 main:574] : INFO : Epoch 1967 | loss: 0.0312242 | val_loss: 0.0312374 | Time: 2123.93 ms [2022-04-19 04:04:42 main:574] : INFO : Epoch 1968 | loss: 0.0312243 | val_loss: 0.0312356 | Time: 2131.15 ms [2022-04-19 04:04:45 main:574] : INFO : Epoch 1969 | loss: 0.0312231 | val_loss: 0.0312352 | Time: 2169.14 ms [2022-04-19 04:04:47 main:574] : INFO : Epoch 1970 | loss: 0.0312242 | val_loss: 0.0312369 | Time: 2131.59 ms [2022-04-19 04:04:49 main:574] : INFO : Epoch 1971 | loss: 0.0312237 | val_loss: 0.0312391 | Time: 2121.58 ms [2022-04-19 04:04:51 main:574] : INFO : Epoch 1972 | loss: 0.0312229 | val_loss: 0.031236 | Time: 2133.96 ms [2022-04-19 04:04:53 main:574] : INFO : Epoch 1973 | loss: 0.0312231 | val_loss: 0.0312357 | Time: 2139.83 ms [2022-04-19 04:04:55 main:574] : INFO : Epoch 1974 | loss: 0.0312241 | val_loss: 0.0312407 | Time: 2147.75 ms [2022-04-19 04:04:58 main:574] : INFO : Epoch 1975 | loss: 0.0312236 | val_loss: 0.0312371 | Time: 2117.48 ms [2022-04-19 04:05:00 main:574] : INFO : Epoch 1976 | loss: 0.0312232 | val_loss: 0.0312373 | Time: 2121.04 ms [2022-04-19 04:05:02 main:574] : INFO : Epoch 1977 | loss: 0.0312241 | val_loss: 0.0312355 | Time: 2128.72 ms [2022-04-19 04:05:04 main:574] : INFO : Epoch 1978 | loss: 0.0312242 | val_loss: 0.0312359 | Time: 2142.87 ms [2022-04-19 04:05:07 main:574] : INFO : Epoch 1979 | loss: 0.0312232 | val_loss: 0.0312398 | Time: 2099.97 ms [2022-04-19 04:05:09 main:574] : INFO : Epoch 1980 | loss: 0.0312252 | val_loss: 0.0312427 | Time: 2151.88 ms [2022-04-19 04:05:11 main:574] : INFO : Epoch 1981 | loss: 0.0312251 | val_loss: 0.0312374 | Time: 2133.65 ms [2022-04-19 04:05:13 main:574] : INFO : Epoch 1982 | loss: 0.0312242 | val_loss: 0.0312364 | Time: 2123.76 ms [2022-04-19 04:05:15 main:574] : INFO : Epoch 1983 | loss: 0.0312236 | val_loss: 0.0312374 | Time: 2126.84 ms [2022-04-19 04:05:17 main:574] : INFO : Epoch 1984 | loss: 0.0312234 | val_loss: 0.0312351 | Time: 2116.99 ms [2022-04-19 04:05:20 main:574] : INFO : Epoch 1985 | loss: 0.0312252 | val_loss: 0.0312391 | Time: 2121.68 ms [2022-04-19 04:05:22 main:574] : INFO : Epoch 1986 | loss: 0.0312245 | val_loss: 0.0312372 | Time: 2126.06 ms [2022-04-19 04:05:24 main:574] : INFO : Epoch 1987 | loss: 0.0312237 | val_loss: 0.0312359 | Time: 2101.24 ms [2022-04-19 04:05:26 main:574] : INFO : Epoch 1988 | loss: 0.0312246 | val_loss: 0.0312373 | Time: 2122.35 ms [2022-04-19 04:05:28 main:574] : INFO : Epoch 1989 | loss: 0.0312232 | val_loss: 0.0312363 | Time: 2132.31 ms [2022-04-19 04:05:30 main:574] : INFO : Epoch 1990 | loss: 0.0312231 | val_loss: 0.0312369 | Time: 2111.95 ms [2022-04-19 04:05:33 main:574] : INFO : Epoch 1991 | loss: 0.0312235 | val_loss: 0.0312365 | Time: 2158.16 ms [2022-04-19 04:05:35 main:574] : INFO : Epoch 1992 | loss: 0.0312233 | val_loss: 0.0312366 | Time: 2116.19 ms [2022-04-19 04:05:37 main:574] : INFO : Epoch 1993 | loss: 0.0312251 | val_loss: 0.0312377 | Time: 2120.67 ms [2022-04-19 04:05:39 main:574] : INFO : Epoch 1994 | loss: 0.0312239 | val_loss: 0.0312383 | Time: 2114.64 ms [2022-04-19 04:05:41 main:574] : INFO : Epoch 1995 | loss: 0.0312233 | val_loss: 0.0312368 | Time: 2126.35 ms [2022-04-19 04:05:43 main:574] : INFO : Epoch 1996 | loss: 0.031223 | val_loss: 0.0312425 | Time: 2169 ms [2022-04-19 04:05:46 main:574] : INFO : Epoch 1997 | loss: 0.0312256 | val_loss: 0.0312373 | Time: 2155.43 ms [2022-04-19 04:05:48 main:574] : INFO : Epoch 1998 | loss: 0.0312252 | val_loss: 0.0312367 | Time: 2108.45 ms [2022-04-19 04:05:50 main:574] : INFO : Epoch 1999 | loss: 0.0312234 | val_loss: 0.0312366 | Time: 2171.95 ms [2022-04-19 04:05:52 main:574] : INFO : Epoch 2000 | loss: 0.031225 | val_loss: 0.0312422 | Time: 2109.42 ms [2022-04-19 04:05:54 main:574] : INFO : Epoch 2001 | loss: 0.031224 | val_loss: 0.0312359 | Time: 2143.77 ms [2022-04-19 04:05:56 main:574] : INFO : Epoch 2002 | loss: 0.0312239 | val_loss: 0.0312366 | Time: 2090.51 ms [2022-04-19 04:05:59 main:574] : INFO : Epoch 2003 | loss: 0.0312235 | val_loss: 0.0312404 | Time: 2126 ms [2022-04-19 04:06:01 main:574] : INFO : Epoch 2004 | loss: 0.0312237 | val_loss: 0.0312377 | Time: 2126.62 ms [2022-04-19 04:06:03 main:574] : INFO : Epoch 2005 | loss: 0.0312243 | val_loss: 0.0312365 | Time: 2131.87 ms [2022-04-19 04:06:05 main:574] : INFO : Epoch 2006 | loss: 0.0312233 | val_loss: 0.0312401 | Time: 2102.19 ms [2022-04-19 04:06:07 main:574] : INFO : Epoch 2007 | loss: 0.0312235 | val_loss: 0.0312368 | Time: 2151.47 ms [2022-04-19 04:06:09 main:574] : INFO : Epoch 2008 | loss: 0.0312236 | val_loss: 0.031236 | Time: 2108.22 ms [2022-04-19 04:06:12 main:574] : INFO : Epoch 2009 | loss: 0.031223 | val_loss: 0.0312363 | Time: 2130.32 ms [2022-04-19 04:06:14 main:574] : INFO : Epoch 2010 | loss: 0.0312231 | val_loss: 0.0312369 | Time: 2137.15 ms [2022-04-19 04:06:16 main:574] : INFO : Epoch 2011 | loss: 0.0312238 | val_loss: 0.0312403 | Time: 2126.59 ms [2022-04-19 04:06:18 main:574] : INFO : Epoch 2012 | loss: 0.0312242 | val_loss: 0.031236 | Time: 2140.57 ms [2022-04-19 04:06:20 main:574] : INFO : Epoch 2013 | loss: 0.0312234 | val_loss: 0.0312363 | Time: 2123.62 ms [2022-04-19 04:06:23 main:574] : INFO : Epoch 2014 | loss: 0.0312232 | val_loss: 0.0312364 | Time: 2187.09 ms [2022-04-19 04:06:25 main:574] : INFO : Epoch 2015 | loss: 0.0312243 | val_loss: 0.0312399 | Time: 2170.65 ms [2022-04-19 04:06:27 main:574] : INFO : Epoch 2016 | loss: 0.0312243 | val_loss: 0.0312379 | Time: 2114.51 ms [2022-04-19 04:06:29 main:574] : INFO : Epoch 2017 | loss: 0.0312234 | val_loss: 0.0312386 | Time: 2140.3 ms [2022-04-19 04:06:31 main:574] : INFO : Epoch 2018 | loss: 0.0312232 | val_loss: 0.0312355 | Time: 2120 ms [2022-04-19 04:06:34 main:574] : INFO : Epoch 2019 | loss: 0.0312233 | val_loss: 0.0312357 | Time: 2155.67 ms [2022-04-19 04:06:36 main:574] : INFO : Epoch 2020 | loss: 0.0312235 | val_loss: 0.0312375 | Time: 2124.48 ms [2022-04-19 04:06:38 main:574] : INFO : Epoch 2021 | loss: 0.0312235 | val_loss: 0.031237 | Time: 2119.31 ms [2022-04-19 04:06:40 main:574] : INFO : Epoch 2022 | loss: 0.0312237 | val_loss: 0.0312377 | Time: 2111.36 ms [2022-04-19 04:06:42 main:574] : INFO : Epoch 2023 | loss: 0.0312235 | val_loss: 0.031237 | Time: 2109.22 ms [2022-04-19 04:06:44 main:574] : INFO : Epoch 2024 | loss: 0.0312231 | val_loss: 0.0312373 | Time: 2103.45 ms [2022-04-19 04:06:46 main:574] : INFO : Epoch 2025 | loss: 0.0312232 | val_loss: 0.0312375 | Time: 2156.22 ms [2022-04-19 04:06:49 main:574] : INFO : Epoch 2026 | loss: 0.0312243 | val_loss: 0.0312391 | Time: 2140.6 ms [2022-04-19 04:06:51 main:574] : INFO : Epoch 2027 | loss: 0.0312233 | val_loss: 0.0312398 | Time: 2118.25 ms [2022-04-19 04:06:53 main:574] : INFO : Epoch 2028 | loss: 0.0312234 | val_loss: 0.0312409 | Time: 2089.55 ms [2022-04-19 04:06:55 main:574] : INFO : Epoch 2029 | loss: 0.0312234 | val_loss: 0.031237 | Time: 2119.31 ms [2022-04-19 04:06:57 main:574] : INFO : Epoch 2030 | loss: 0.0312233 | val_loss: 0.0312413 | Time: 2117.52 ms [2022-04-19 04:06:59 main:574] : INFO : Epoch 2031 | loss: 0.031224 | val_loss: 0.0312359 | Time: 2107.91 ms [2022-04-19 04:07:02 main:574] : INFO : Epoch 2032 | loss: 0.0312231 | val_loss: 0.0312356 | Time: 2162.77 ms [2022-04-19 04:07:04 main:574] : INFO : Epoch 2033 | loss: 0.0312233 | val_loss: 0.031237 | Time: 2153.25 ms [2022-04-19 04:07:06 main:574] : INFO : Epoch 2034 | loss: 0.0312239 | val_loss: 0.0312364 | Time: 2111.28 ms [2022-04-19 04:07:08 main:574] : INFO : Epoch 2035 | loss: 0.0312239 | val_loss: 0.0312422 | Time: 2095.82 ms [2022-04-19 04:07:10 main:574] : INFO : Epoch 2036 | loss: 0.0312244 | val_loss: 0.0312355 | Time: 2121.51 ms [2022-04-19 04:07:13 main:574] : INFO : Epoch 2037 | loss: 0.0312239 | val_loss: 0.0312366 | Time: 2093.64 ms [2022-04-19 04:07:15 main:574] : INFO : Epoch 2038 | loss: 0.0312231 | val_loss: 0.031239 | Time: 2144.28 ms [2022-04-19 04:07:17 main:574] : INFO : Epoch 2039 | loss: 0.0312236 | val_loss: 0.0312368 | Time: 2102.43 ms [2022-04-19 04:07:19 main:574] : INFO : Epoch 2040 | loss: 0.0312237 | val_loss: 0.0312395 | Time: 2108.8 ms [2022-04-19 04:07:21 main:574] : INFO : Epoch 2041 | loss: 0.0312248 | val_loss: 0.0312402 | Time: 2140.8 ms [2022-04-19 04:07:23 main:574] : INFO : Epoch 2042 | loss: 0.0312247 | val_loss: 0.0312383 | Time: 2073.06 ms [2022-04-19 04:07:25 main:574] : INFO : Epoch 2043 | loss: 0.0312241 | val_loss: 0.0312385 | Time: 1847.7 ms [2022-04-19 04:07:27 main:574] : INFO : Epoch 2044 | loss: 0.0312239 | val_loss: 0.031239 | Time: 1975.24 ms [2022-04-19 04:07:29 main:574] : INFO : Epoch 2045 | loss: 0.0312231 | val_loss: 0.0312376 | Time: 1910.16 ms [2022-04-19 04:07:32 main:574] : INFO : Epoch 2046 | loss: 0.0312233 | val_loss: 0.0312372 | Time: 1857.56 ms [2022-04-19 04:07:36 main:574] : INFO : Epoch 2047 | loss: 0.031223 | val_loss: 0.0312373 | Time: 1850.25 ms [2022-04-19 04:07:38 main:574] : INFO : Epoch 2048 | loss: 0.0312232 | val_loss: 0.0312368 | Time: 1856.27 ms [2022-04-19 04:07:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312368 [2022-04-19 04:07:40 main:603] : INFO : Saving end state to config to file [2022-04-19 04:07:40 main:608] : INFO : Success, exiting.. 04:07:41 (6824): 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)