Task 14624256
| Name | ParityModified-1647040850-5793-2-0_1 |
| Workunit | 11576515 |
| Created | 18 Apr 2022, 22:12:58 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 19 Apr 2022, 10:42:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 16 min 41 sec |
| CPU time | 1 hours 16 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311377 | val_loss: 0.0311629 | Time: 2139.85 ms [2022-04-19 11:22:53 main:581] : INFO : Epoch 1539 | loss: 0.0311352 | val_loss: 0.0311632 | Time: 2201.5 ms [2022-04-19 11:22:55 main:581] : INFO : Epoch 1540 | loss: 0.0311339 | val_loss: 0.0311602 | Time: 2161.93 ms [2022-04-19 11:22:57 main:581] : INFO : Epoch 1541 | loss: 0.0311346 | val_loss: 0.0311645 | Time: 2220.12 ms [2022-04-19 11:23:00 main:581] : INFO : Epoch 1542 | loss: 0.0311357 | val_loss: 0.0311611 | Time: 2199.63 ms [2022-04-19 11:23:02 main:581] : INFO : Epoch 1543 | loss: 0.0311331 | val_loss: 0.0311633 | Time: 2205.64 ms [2022-04-19 11:23:04 main:581] : INFO : Epoch 1544 | loss: 0.0311344 | val_loss: 0.0311636 | Time: 2185.33 ms [2022-04-19 11:23:06 main:581] : INFO : Epoch 1545 | loss: 0.0311331 | val_loss: 0.0311639 | Time: 2175.19 ms [2022-04-19 11:23:08 main:581] : INFO : Epoch 1546 | loss: 0.0311319 | val_loss: 0.0311636 | Time: 2203.88 ms [2022-04-19 11:23:11 main:581] : INFO : Epoch 1547 | loss: 0.0311305 | val_loss: 0.0311652 | Time: 2178.09 ms [2022-04-19 11:23:13 main:581] : INFO : Epoch 1548 | loss: 0.0311332 | val_loss: 0.0311622 | Time: 2212.89 ms [2022-04-19 11:23:15 main:581] : INFO : Epoch 1549 | loss: 0.0311317 | val_loss: 0.0311626 | Time: 2206.06 ms [2022-04-19 11:23:17 main:581] : INFO : Epoch 1550 | loss: 0.0311322 | val_loss: 0.0311616 | Time: 2202.35 ms [2022-04-19 11:23:19 main:581] : INFO : Epoch 1551 | loss: 0.0311338 | val_loss: 0.0311646 | Time: 2207.29 ms [2022-04-19 11:23:22 main:581] : INFO : Epoch 1552 | loss: 0.0311336 | val_loss: 0.0311635 | Time: 2171.53 ms [2022-04-19 11:23:24 main:581] : INFO : Epoch 1553 | loss: 0.0311324 | val_loss: 0.0311654 | Time: 2213.19 ms [2022-04-19 11:23:26 main:581] : INFO : Epoch 1554 | loss: 0.0311299 | val_loss: 0.0311599 | Time: 2187.87 ms [2022-04-19 11:23:28 main:581] : INFO : Epoch 1555 | loss: 0.031133 | val_loss: 0.0311648 | Time: 2193.11 ms [2022-04-19 11:23:30 main:581] : INFO : Epoch 1556 | loss: 0.0311338 | val_loss: 0.03116 | Time: 2152.3 ms [2022-04-19 11:23:33 main:581] : INFO : Epoch 1557 | loss: 0.0311378 | val_loss: 0.0311602 | Time: 2189.15 ms [2022-04-19 11:23:35 main:581] : INFO : Epoch 1558 | loss: 0.031141 | val_loss: 0.0311575 | Time: 2189.15 ms [2022-04-19 11:23:37 main:581] : INFO : Epoch 1559 | loss: 0.0311371 | val_loss: 0.0311583 | Time: 2199.27 ms [2022-04-19 11:23:39 main:581] : INFO : Epoch 1560 | loss: 0.031135 | val_loss: 0.0311606 | Time: 2201.93 ms [2022-04-19 11:23:41 main:581] : INFO : Epoch 1561 | loss: 0.0311352 | val_loss: 0.0311609 | Time: 2208.94 ms [2022-04-19 11:23:44 main:581] : INFO : Epoch 1562 | loss: 0.0311315 | val_loss: 0.0311616 | Time: 2187.02 ms [2022-04-19 11:23:46 main:581] : INFO : Epoch 1563 | loss: 0.0311315 | val_loss: 0.0311634 | Time: 2198.69 ms [2022-04-19 11:23:48 main:581] : INFO : Epoch 1564 | loss: 0.0311303 | val_loss: 0.0311604 | Time: 2202.54 ms [2022-04-19 11:23:50 main:581] : INFO : Epoch 1565 | loss: 0.031132 | val_loss: 0.0311617 | Time: 2198.58 ms [2022-04-19 11:23:52 main:581] : INFO : Epoch 1566 | loss: 0.0311351 | val_loss: 0.031166 | Time: 2198.52 ms [2022-04-19 11:23:55 main:581] : INFO : Epoch 1567 | loss: 0.0311331 | val_loss: 0.0311611 | Time: 2164.87 ms [2022-04-19 11:23:57 main:581] : INFO : Epoch 1568 | loss: 0.0311304 | val_loss: 0.0311616 | Time: 2157.87 ms [2022-04-19 11:23:59 main:581] : INFO : Epoch 1569 | loss: 0.0311292 | val_loss: 0.0311631 | Time: 2197.95 ms [2022-04-19 11:24:01 main:581] : INFO : Epoch 1570 | loss: 0.0311286 | val_loss: 0.0311621 | Time: 2229.35 ms [2022-04-19 11:24:03 main:581] : INFO : Epoch 1571 | loss: 0.0311278 | val_loss: 0.0311652 | Time: 2229.28 ms [2022-04-19 11:24:06 main:581] : INFO : Epoch 1572 | loss: 0.0311271 | val_loss: 0.0311615 | Time: 2206.44 ms [2022-04-19 11:24:08 main:581] : INFO : Epoch 1573 | loss: 0.0311268 | val_loss: 0.0311611 | Time: 2205.95 ms [2022-04-19 11:24:10 main:581] : INFO : Epoch 1574 | loss: 0.0311285 | val_loss: 0.0311648 | Time: 2205.58 ms [2022-04-19 11:24:12 main:581] : INFO : Epoch 1575 | loss: 0.0311278 | val_loss: 0.0311661 | Time: 2206.36 ms [2022-04-19 11:24:14 main:581] : INFO : Epoch 1576 | loss: 0.0311277 | val_loss: 0.0311651 | Time: 2207.54 ms [2022-04-19 11:24:17 main:581] : INFO : Epoch 1577 | loss: 0.0311256 | val_loss: 0.0311655 | Time: 2189.77 ms [2022-04-19 11:24:19 main:581] : INFO : Epoch 1578 | loss: 0.0311262 | val_loss: 0.0311662 | Time: 2195.02 ms [2022-04-19 11:24:21 main:581] : INFO : Epoch 1579 | loss: 0.0311304 | val_loss: 0.0311688 | Time: 2175.3 ms [2022-04-19 11:24:23 main:581] : INFO : Epoch 1580 | loss: 0.0311446 | val_loss: 0.0311658 | Time: 2211.83 ms [2022-04-19 11:24:25 main:581] : INFO : Epoch 1581 | loss: 0.0311494 | val_loss: 0.0311696 | Time: 2186.96 ms [2022-04-19 11:24:28 main:581] : INFO : Epoch 1582 | loss: 0.0311451 | val_loss: 0.0311688 | Time: 2195.29 ms [2022-04-19 11:24:30 main:581] : INFO : Epoch 1583 | loss: 0.0311461 | val_loss: 0.0311624 | Time: 2189.24 ms [2022-04-19 11:24:32 main:581] : INFO : Epoch 1584 | loss: 0.0311428 | val_loss: 0.0311606 | Time: 2162.25 ms [2022-04-19 11:24:34 main:581] : INFO : Epoch 1585 | loss: 0.0311423 | val_loss: 0.0311615 | Time: 2194.15 ms [2022-04-19 11:24:36 main:581] : INFO : Epoch 1586 | loss: 0.0311412 | val_loss: 0.0311635 | Time: 2173.37 ms [2022-04-19 11:24:38 main:581] : INFO : Epoch 1587 | loss: 0.0311364 | val_loss: 0.031161 | Time: 2184.01 ms [2022-04-19 11:24:41 main:581] : INFO : Epoch 1588 | loss: 0.0311378 | val_loss: 0.0311605 | Time: 2199.42 ms [2022-04-19 11:24:43 main:581] : INFO : Epoch 1589 | loss: 0.0311391 | val_loss: 0.0311611 | Time: 2175.36 ms [2022-04-19 11:24:45 main:581] : INFO : Epoch 1590 | loss: 0.0311385 | val_loss: 0.0311617 | Time: 2218.78 ms [2022-04-19 11:24:47 main:581] : INFO : Epoch 1591 | loss: 0.0311354 | val_loss: 0.0311611 | Time: 2178.72 ms [2022-04-19 11:24:49 main:581] : INFO : Epoch 1592 | loss: 0.0311373 | val_loss: 0.0311619 | Time: 2214.25 ms [2022-04-19 11:24:52 main:581] : INFO : Epoch 1593 | loss: 0.0311386 | val_loss: 0.0311611 | Time: 2188.45 ms [2022-04-19 11:24:54 main:581] : INFO : Epoch 1594 | loss: 0.0311365 | val_loss: 0.0311646 | Time: 2186.05 ms [2022-04-19 11:24:56 main:581] : INFO : Epoch 1595 | loss: 0.0311331 | val_loss: 0.0311594 | Time: 2168.81 ms [2022-04-19 11:24:58 main:581] : INFO : Epoch 1596 | loss: 0.0311325 | val_loss: 0.0311679 | Time: 2188.11 ms [2022-04-19 11:25:00 main:581] : INFO : Epoch 1597 | loss: 0.0311369 | val_loss: 0.0311647 | Time: 2191.53 ms [2022-04-19 11:25:03 main:581] : INFO : Epoch 1598 | loss: 0.0311361 | val_loss: 0.031162 | Time: 2217.93 ms [2022-04-19 11:25:05 main:581] : INFO : Epoch 1599 | loss: 0.0311345 | val_loss: 0.0311646 | Time: 2151.58 ms [2022-04-19 11:25:07 main:581] : INFO : Epoch 1600 | loss: 0.031133 | val_loss: 0.0311716 | Time: 2201.25 ms [2022-04-19 11:25:09 main:581] : INFO : Epoch 1601 | loss: 0.0311319 | val_loss: 0.0311681 | Time: 2204.42 ms [2022-04-19 11:25:11 main:581] : INFO : Epoch 1602 | loss: 0.0311293 | val_loss: 0.0311682 | Time: 2216.87 ms [2022-04-19 11:25:14 main:581] : INFO : Epoch 1603 | loss: 0.03113 | val_loss: 0.0311685 | Time: 2187.38 ms [2022-04-19 11:25:16 main:581] : INFO : Epoch 1604 | loss: 0.0311295 | val_loss: 0.0311705 | Time: 2199.33 ms [2022-04-19 11:25:18 main:581] : INFO : Epoch 1605 | loss: 0.0311285 | val_loss: 0.0311651 | Time: 2192.91 ms [2022-04-19 11:25:20 main:581] : INFO : Epoch 1606 | loss: 0.0311277 | val_loss: 0.0311687 | Time: 2195.68 ms [2022-04-19 11:25:22 main:581] : INFO : Epoch 1607 | loss: 0.0311292 | val_loss: 0.0311628 | Time: 2204.73 ms [2022-04-19 11:25:25 main:581] : INFO : Epoch 1608 | loss: 0.0311275 | val_loss: 0.0311656 | Time: 2176.93 ms [2022-04-19 11:25:27 main:581] : INFO : Epoch 1609 | loss: 0.0311273 | val_loss: 0.0311629 | Time: 2181.32 ms [2022-04-19 11:25:29 main:581] : INFO : Epoch 1610 | loss: 0.0311262 | val_loss: 0.0311669 | Time: 2205.39 ms [2022-04-19 11:25:31 main:581] : INFO : Epoch 1611 | loss: 0.0311266 | val_loss: 0.0311678 | Time: 2185.76 ms [2022-04-19 11:25:33 main:581] : INFO : Epoch 1612 | loss: 0.0311349 | val_loss: 0.0311664 | Time: 2163 ms [2022-04-19 11:25:35 main:581] : INFO : Epoch 1613 | loss: 0.0311339 | val_loss: 0.0311665 | Time: 2159.66 ms [2022-04-19 11:25:38 main:581] : INFO : Epoch 1614 | loss: 0.0311343 | val_loss: 0.0311629 | Time: 2201.87 ms [2022-04-19 11:25:40 main:581] : INFO : Epoch 1615 | loss: 0.0311311 | val_loss: 0.0311684 | Time: 2206.57 ms [2022-04-19 11:25:42 main:581] : INFO : Epoch 1616 | loss: 0.0311332 | val_loss: 0.0311607 | Time: 2198.11 ms [2022-04-19 11:25:44 main:581] : INFO : Epoch 1617 | loss: 0.0311332 | val_loss: 0.0311642 | Time: 2174.39 ms [2022-04-19 11:25:46 main:581] : INFO : Epoch 1618 | loss: 0.0311288 | val_loss: 0.0311664 | Time: 2202.04 ms [2022-04-19 11:25:49 main:581] : INFO : Epoch 1619 | loss: 0.0311258 | val_loss: 0.0311621 | Time: 2171.82 ms [2022-04-19 11:25:51 main:581] : INFO : Epoch 1620 | loss: 0.0311291 | val_loss: 0.0311662 | Time: 2205.23 ms [2022-04-19 11:25:53 main:581] : INFO : Epoch 1621 | loss: 0.0311354 | val_loss: 0.031166 | Time: 2216.77 ms [2022-04-19 11:25:55 main:581] : INFO : Epoch 1622 | loss: 0.0311293 | val_loss: 0.0311613 | Time: 2191.13 ms [2022-04-19 11:25:57 main:581] : INFO : Epoch 1623 | loss: 0.0311266 | val_loss: 0.0311661 | Time: 2188.7 ms [2022-04-19 11:26:00 main:581] : INFO : Epoch 1624 | loss: 0.0311282 | val_loss: 0.0311639 | Time: 2201.97 ms [2022-04-19 11:26:02 main:581] : INFO : Epoch 1625 | loss: 0.0311321 | val_loss: 0.0311694 | Time: 2169.05 ms [2022-04-19 11:26:04 main:581] : INFO : Epoch 1626 | loss: 0.0311293 | val_loss: 0.0311675 | Time: 2178.49 ms [2022-04-19 11:26:06 main:581] : INFO : Epoch 1627 | loss: 0.0311397 | val_loss: 0.0311667 | Time: 2225.65 ms [2022-04-19 11:26:08 main:581] : INFO : Epoch 1628 | loss: 0.0311377 | val_loss: 0.0311672 | Time: 2151.44 ms [2022-04-19 11:26:10 main:581] : INFO : Epoch 1629 | loss: 0.0311357 | val_loss: 0.0311647 | Time: 2183.82 ms [2022-04-19 11:26:13 main:581] : INFO : Epoch 1630 | loss: 0.031131 | val_loss: 0.0311617 | Time: 2145.23 ms [2022-04-19 11:26:15 main:581] : INFO : Epoch 1631 | loss: 0.0311287 | val_loss: 0.031164 | Time: 2200.36 ms [2022-04-19 11:26:17 main:581] : INFO : Epoch 1632 | loss: 0.0311294 | val_loss: 0.0311673 | Time: 2122.7 ms [2022-04-19 11:26:19 main:581] : INFO : Epoch 1633 | loss: 0.0311266 | val_loss: 0.0311661 | Time: 2149.09 ms [2022-04-19 11:26:21 main:581] : INFO : Epoch 1634 | loss: 0.0311251 | val_loss: 0.0311716 | Time: 2116.55 ms [2022-04-19 11:26:23 main:581] : INFO : Epoch 1635 | loss: 0.0311258 | val_loss: 0.0311732 | Time: 2172.78 ms [2022-04-19 11:26:26 main:581] : INFO : Epoch 1636 | loss: 0.0311289 | val_loss: 0.0311657 | Time: 2163.7 ms [2022-04-19 11:26:28 main:581] : INFO : Epoch 1637 | loss: 0.0311312 | val_loss: 0.0311668 | Time: 2215.01 ms [2022-04-19 11:26:30 main:581] : INFO : Epoch 1638 | loss: 0.0311332 | val_loss: 0.0311689 | Time: 2178.67 ms [2022-04-19 11:26:32 main:581] : INFO : Epoch 1639 | loss: 0.0311328 | val_loss: 0.0311664 | Time: 2205.24 ms [2022-04-19 11:26:34 main:581] : INFO : Epoch 1640 | loss: 0.0311325 | val_loss: 0.0311661 | Time: 2180.35 ms [2022-04-19 11:26:37 main:581] : INFO : Epoch 1641 | loss: 0.0311359 | val_loss: 0.0311667 | Time: 2157.53 ms [2022-04-19 11:26:39 main:581] : INFO : Epoch 1642 | loss: 0.0311355 | val_loss: 0.0311677 | Time: 2209.8 ms [2022-04-19 11:26:41 main:581] : INFO : Epoch 1643 | loss: 0.0311488 | val_loss: 0.0311731 | Time: 2199.1 ms [2022-04-19 11:26:43 main:581] : INFO : Epoch 1644 | loss: 0.031143 | val_loss: 0.0311646 | Time: 2182.36 ms [2022-04-19 11:26:45 main:581] : INFO : Epoch 1645 | loss: 0.0311402 | val_loss: 0.0311689 | Time: 2202.39 ms [2022-04-19 11:26:47 main:581] : INFO : Epoch 1646 | loss: 0.0311402 | val_loss: 0.0311699 | Time: 2184.07 ms [2022-04-19 11:26:50 main:581] : INFO : Epoch 1647 | loss: 0.0311389 | val_loss: 0.0311665 | Time: 2186.18 ms [2022-04-19 11:26:52 main:581] : INFO : Epoch 1648 | loss: 0.0311387 | val_loss: 0.0311661 | Time: 2226.69 ms [2022-04-19 11:26:54 main:581] : INFO : Epoch 1649 | loss: 0.0311331 | val_loss: 0.0311662 | Time: 2211.37 ms [2022-04-19 11:26:56 main:581] : INFO : Epoch 1650 | loss: 0.0311315 | val_loss: 0.0311625 | Time: 2191.74 ms [2022-04-19 11:26:58 main:581] : INFO : Epoch 1651 | loss: 0.031131 | val_loss: 0.0311662 | Time: 2187.31 ms [2022-04-19 11:27:01 main:581] : INFO : Epoch 1652 | loss: 0.0311325 | val_loss: 0.0311711 | Time: 2165.84 ms [2022-04-19 11:27:03 main:581] : INFO : Epoch 1653 | loss: 0.0311305 | val_loss: 0.0311657 | Time: 2196.14 ms [2022-04-19 11:27:05 main:581] : INFO : Epoch 1654 | loss: 0.0311313 | val_loss: 0.0311628 | Time: 2178.99 ms [2022-04-19 11:27:07 main:581] : INFO : Epoch 1655 | loss: 0.0311269 | val_loss: 0.0311674 | Time: 2178.61 ms [2022-04-19 11:27:09 main:581] : INFO : Epoch 1656 | loss: 0.031127 | val_loss: 0.0311687 | Time: 2189.78 ms [2022-04-19 11:27:12 main:581] : INFO : Epoch 1657 | loss: 0.0311265 | val_loss: 0.0311697 | Time: 2172.08 ms [2022-04-19 11:27:14 main:581] : INFO : Epoch 1658 | loss: 0.031126 | val_loss: 0.0311682 | Time: 2191.85 ms [2022-04-19 11:27:16 main:581] : INFO : Epoch 1659 | loss: 0.0311263 | val_loss: 0.0311711 | Time: 2167.48 ms [2022-04-19 11:27:18 main:581] : INFO : Epoch 1660 | loss: 0.0311275 | val_loss: 0.0311681 | Time: 2147.66 ms [2022-04-19 11:27:20 main:581] : INFO : Epoch 1661 | loss: 0.0311267 | val_loss: 0.0311645 | Time: 2172.07 ms [2022-04-19 11:27:22 main:581] : INFO : Epoch 1662 | loss: 0.0311253 | val_loss: 0.0311713 | Time: 2151.25 ms [2022-04-19 11:27:25 main:581] : INFO : Epoch 1663 | loss: 0.0311235 | val_loss: 0.0311686 | Time: 2177.37 ms [2022-04-19 11:27:27 main:581] : INFO : Epoch 1664 | loss: 0.0311236 | val_loss: 0.0311659 | Time: 2178.35 ms [2022-04-19 11:27:29 main:581] : INFO : Epoch 1665 | loss: 0.031125 | val_loss: 0.0311664 | Time: 2173.59 ms [2022-04-19 11:27:31 main:581] : INFO : Epoch 1666 | loss: 0.0311236 | val_loss: 0.0311659 | Time: 2177.6 ms [2022-04-19 11:27:33 main:581] : INFO : Epoch 1667 | loss: 0.0311242 | val_loss: 0.0311674 | Time: 2152.43 ms [2022-04-19 11:27:35 main:581] : INFO : Epoch 1668 | loss: 0.0311234 | val_loss: 0.0311673 | Time: 2155.91 ms [2022-04-19 11:27:38 main:581] : INFO : Epoch 1669 | loss: 0.0311224 | val_loss: 0.0311639 | Time: 2165.76 ms [2022-04-19 11:27:40 main:581] : INFO : Epoch 1670 | loss: 0.0311253 | val_loss: 0.0311685 | Time: 2164.63 ms [2022-04-19 11:27:42 main:581] : INFO : Epoch 1671 | loss: 0.0311239 | val_loss: 0.0311686 | Time: 2177.16 ms [2022-04-19 11:27:44 main:581] : INFO : Epoch 1672 | loss: 0.0311232 | val_loss: 0.0311701 | Time: 2175.07 ms [2022-04-19 11:27:46 main:581] : INFO : Epoch 1673 | loss: 0.0311224 | val_loss: 0.0311657 | Time: 2181.99 ms [2022-04-19 11:27:48 main:581] : INFO : Epoch 1674 | loss: 0.0311248 | val_loss: 0.0311703 | Time: 2159.09 ms [2022-04-19 11:27:51 main:581] : INFO : Epoch 1675 | loss: 0.0311279 | val_loss: 0.031165 | Time: 2148.84 ms [2022-04-19 11:27:53 main:581] : INFO : Epoch 1676 | loss: 0.0311254 | val_loss: 0.0311658 | Time: 2162.14 ms [2022-04-19 11:27:55 main:581] : INFO : Epoch 1677 | loss: 0.0311243 | val_loss: 0.0311668 | Time: 2164.01 ms [2022-04-19 11:27:57 main:581] : INFO : Epoch 1678 | loss: 0.0311239 | val_loss: 0.0311701 | Time: 2196.81 ms [2022-04-19 11:27:59 main:581] : INFO : Epoch 1679 | loss: 0.0311244 | val_loss: 0.0311691 | Time: 2176.95 ms [2022-04-19 11:28:02 main:581] : INFO : Epoch 1680 | loss: 0.031124 | val_loss: 0.0311663 | Time: 2223.41 ms [2022-04-19 11:28:04 main:581] : INFO : Epoch 1681 | loss: 0.031124 | val_loss: 0.0311639 | Time: 2174.46 ms [2022-04-19 11:28:06 main:581] : INFO : Epoch 1682 | loss: 0.0311236 | val_loss: 0.0311642 | Time: 2181.07 ms [2022-04-19 11:28:08 main:581] : INFO : Epoch 1683 | loss: 0.0311228 | val_loss: 0.0311676 | Time: 2158.73 ms [2022-04-19 11:28:10 main:581] : INFO : Epoch 1684 | loss: 0.0311241 | val_loss: 0.0311657 | Time: 2161.8 ms [2022-04-19 11:28:12 main:581] : INFO : Epoch 1685 | loss: 0.0311238 | val_loss: 0.031175 | Time: 2178.4 ms [2022-04-19 11:28:15 main:581] : INFO : Epoch 1686 | loss: 0.031124 | val_loss: 0.031165 | Time: 2152.38 ms [2022-04-19 11:28:17 main:581] : INFO : Epoch 1687 | loss: 0.0311236 | val_loss: 0.0311688 | Time: 2172.5 ms [2022-04-19 11:28:19 main:581] : INFO : Epoch 1688 | loss: 0.0311266 | val_loss: 0.0311687 | Time: 2161.87 ms [2022-04-19 11:28:21 main:581] : INFO : Epoch 1689 | loss: 0.0311277 | val_loss: 0.0311642 | Time: 2173.67 ms [2022-04-19 11:28:23 main:581] : INFO : Epoch 1690 | loss: 0.0311273 | val_loss: 0.0311621 | Time: 2158.54 ms [2022-04-19 11:28:25 main:581] : INFO : Epoch 1691 | loss: 0.0311237 | val_loss: 0.0311674 | Time: 2189.76 ms [2022-04-19 11:28:28 main:581] : INFO : Epoch 1692 | loss: 0.0311338 | val_loss: 0.0311672 | Time: 2147.82 ms [2022-04-19 11:28:30 main:581] : INFO : Epoch 1693 | loss: 0.0311336 | val_loss: 0.031168 | Time: 2112.83 ms [2022-04-19 11:28:32 main:581] : INFO : Epoch 1694 | loss: 0.0311357 | val_loss: 0.03117 | Time: 2148.22 ms [2022-04-19 11:28:34 main:581] : INFO : Epoch 1695 | loss: 0.0311378 | val_loss: 0.0311662 | Time: 2137.51 ms [2022-04-19 11:28:36 main:581] : INFO : Epoch 1696 | loss: 0.0311354 | val_loss: 0.0311667 | Time: 2175.8 ms [2022-04-19 11:28:38 main:581] : INFO : Epoch 1697 | loss: 0.0311328 | val_loss: 0.0311676 | Time: 2136.12 ms [2022-04-19 11:28:40 main:581] : INFO : Epoch 1698 | loss: 0.0311303 | val_loss: 0.0311639 | Time: 2168.69 ms [2022-04-19 11:28:43 main:581] : INFO : Epoch 1699 | loss: 0.0311301 | val_loss: 0.0311612 | Time: 2127.63 ms [2022-04-19 11:28:45 main:581] : INFO : Epoch 1700 | loss: 0.0311265 | val_loss: 0.0311591 | Time: 2136.37 ms [2022-04-19 11:28:47 main:581] : INFO : Epoch 1701 | loss: 0.0311256 | val_loss: 0.0311606 | Time: 2168.97 ms [2022-04-19 11:28:49 main:581] : INFO : Epoch 1702 | loss: 0.0311243 | val_loss: 0.0311615 | Time: 2151.32 ms [2022-04-19 11:28:51 main:581] : INFO : Epoch 1703 | loss: 0.0311239 | val_loss: 0.0311593 | Time: 2184.2 ms [2022-04-19 11:28:53 main:581] : INFO : Epoch 1704 | loss: 0.0311229 | val_loss: 0.0311623 | Time: 2162.94 ms [2022-04-19 11:28:56 main:581] : INFO : Epoch 1705 | loss: 0.0311223 | val_loss: 0.0311599 | Time: 2181.07 ms [2022-04-19 11:28:58 main:581] : INFO : Epoch 1706 | loss: 0.0311223 | val_loss: 0.0311661 | Time: 2126.71 ms [2022-04-19 11:29:00 main:581] : INFO : Epoch 1707 | loss: 0.031125 | val_loss: 0.0311707 | Time: 2171.56 ms [2022-04-19 11:29:02 main:581] : INFO : Epoch 1708 | loss: 0.0311339 | val_loss: 0.0319795 | Time: 2164.97 ms [2022-04-19 11:29:04 main:581] : INFO : Epoch 1709 | loss: 0.0332145 | val_loss: 0.0339337 | Time: 2210.5 ms [2022-04-19 11:29:06 main:581] : INFO : Epoch 1710 | loss: 0.0330604 | val_loss: 0.0314888 | Time: 2159.93 ms [2022-04-19 11:29:09 main:581] : INFO : Epoch 1711 | loss: 0.0314051 | val_loss: 0.0312964 | Time: 2158.46 ms [2022-04-19 11:29:11 main:581] : INFO : Epoch 1712 | loss: 0.0312475 | val_loss: 0.0312102 | Time: 2150.76 ms [2022-04-19 11:29:13 main:581] : INFO : Epoch 1713 | loss: 0.0311985 | val_loss: 0.0311841 | Time: 2187.51 ms [2022-04-19 11:29:15 main:581] : INFO : Epoch 1714 | loss: 0.0311783 | val_loss: 0.0311723 | Time: 2198.07 ms [2022-04-19 11:29:17 main:581] : INFO : Epoch 1715 | loss: 0.0311584 | val_loss: 0.0311606 | Time: 2187.73 ms [2022-04-19 11:29:19 main:581] : INFO : Epoch 1716 | loss: 0.0311518 | val_loss: 0.0311618 | Time: 2179.49 ms [2022-04-19 11:29:22 main:581] : INFO : Epoch 1717 | loss: 0.0311477 | val_loss: 0.0311612 | Time: 2164.08 ms [2022-04-19 11:29:24 main:581] : INFO : Epoch 1718 | loss: 0.0311441 | val_loss: 0.0311627 | Time: 2134.33 ms [2022-04-19 11:29:26 main:581] : INFO : Epoch 1719 | loss: 0.0311398 | val_loss: 0.0311607 | Time: 2187.15 ms [2022-04-19 11:29:28 main:581] : INFO : Epoch 1720 | loss: 0.0311374 | val_loss: 0.0311614 | Time: 2199.78 ms [2022-04-19 11:29:30 main:581] : INFO : Epoch 1721 | loss: 0.031135 | val_loss: 0.0311653 | Time: 2152.94 ms [2022-04-19 11:29:32 main:581] : INFO : Epoch 1722 | loss: 0.0311347 | val_loss: 0.0311654 | Time: 2169.95 ms [2022-04-19 11:29:35 main:581] : INFO : Epoch 1723 | loss: 0.0311355 | val_loss: 0.0311648 | Time: 2163.13 ms [2022-04-19 11:29:37 main:581] : INFO : Epoch 1724 | loss: 0.0311345 | val_loss: 0.0311656 | Time: 2158.51 ms [2022-04-19 11:29:39 main:581] : INFO : Epoch 1725 | loss: 0.0311328 | val_loss: 0.0311677 | Time: 2137.02 ms [2022-04-19 11:29:41 main:581] : INFO : Epoch 1726 | loss: 0.0311298 | val_loss: 0.0311656 | Time: 2191.36 ms [2022-04-19 11:29:43 main:581] : INFO : Epoch 1727 | loss: 0.0311316 | val_loss: 0.0311685 | Time: 2161.6 ms [2022-04-19 11:29:45 main:581] : INFO : Epoch 1728 | loss: 0.0311309 | val_loss: 0.0311734 | Time: 2170.87 ms [2022-04-19 11:29:48 main:581] : INFO : Epoch 1729 | loss: 0.0311287 | val_loss: 0.0311654 | Time: 2145.7 ms [2022-04-19 11:29:50 main:581] : INFO : Epoch 1730 | loss: 0.0311273 | val_loss: 0.0311652 | Time: 2172.36 ms [2022-04-19 11:29:52 main:581] : INFO : Epoch 1731 | loss: 0.0311285 | val_loss: 0.0311615 | Time: 2153.82 ms [2022-04-19 11:29:54 main:581] : INFO : Epoch 1732 | loss: 0.0311272 | val_loss: 0.0311663 | Time: 2112.8 ms [2022-04-19 11:29:56 main:581] : INFO : Epoch 1733 | loss: 0.0311276 | val_loss: 0.0311654 | Time: 2124.08 ms [2022-04-19 11:29:58 main:581] : INFO : Epoch 1734 | loss: 0.0311298 | val_loss: 0.0311682 | Time: 2146.04 ms [2022-04-19 11:30:00 main:581] : INFO : Epoch 1735 | loss: 0.0311289 | val_loss: 0.0311693 | Time: 2098.41 ms [2022-04-19 11:30:02 main:581] : INFO : Epoch 1736 | loss: 0.0311308 | val_loss: 0.0311655 | Time: 2106.34 ms [2022-04-19 11:30:05 main:581] : INFO : Epoch 1737 | loss: 0.031129 | val_loss: 0.0311673 | Time: 2123.5 ms [2022-04-19 11:30:07 main:581] : INFO : Epoch 1738 | loss: 0.0311273 | val_loss: 0.0311687 | Time: 2103.01 ms [2022-04-19 11:30:09 main:581] : INFO : Epoch 1739 | loss: 0.031126 | val_loss: 0.031165 | Time: 2113.97 ms [2022-04-19 11:30:11 main:581] : INFO : Epoch 1740 | loss: 0.0311247 | val_loss: 0.0311634 | Time: 2108.04 ms [2022-04-19 11:30:13 main:581] : INFO : Epoch 1741 | loss: 0.0311249 | val_loss: 0.0311661 | Time: 2105.62 ms [2022-04-19 11:30:15 main:581] : INFO : Epoch 1742 | loss: 0.0311234 | val_loss: 0.0311644 | Time: 2107.52 ms [2022-04-19 11:30:17 main:581] : INFO : Epoch 1743 | loss: 0.0311241 | val_loss: 0.0311633 | Time: 2120.94 ms [2022-04-19 11:30:19 main:581] : INFO : Epoch 1744 | loss: 0.0311233 | val_loss: 0.0311675 | Time: 2147.69 ms [2022-04-19 11:30:22 main:581] : INFO : Epoch 1745 | loss: 0.0311237 | val_loss: 0.0311665 | Time: 2146.44 ms [2022-04-19 11:30:24 main:581] : INFO : Epoch 1746 | loss: 0.0311247 | val_loss: 0.0311649 | Time: 2106.55 ms [2022-04-19 11:30:26 main:581] : INFO : Epoch 1747 | loss: 0.0311245 | val_loss: 0.0311676 | Time: 2121.61 ms [2022-04-19 11:30:28 main:581] : INFO : Epoch 1748 | loss: 0.031125 | val_loss: 0.03117 | Time: 2137.76 ms [2022-04-19 11:30:30 main:581] : INFO : Epoch 1749 | loss: 0.031123 | val_loss: 0.0311669 | Time: 2163.79 ms [2022-04-19 11:30:32 main:581] : INFO : Epoch 1750 | loss: 0.0311271 | val_loss: 0.0311639 | Time: 2117.4 ms [2022-04-19 11:30:34 main:581] : INFO : Epoch 1751 | loss: 0.0311258 | val_loss: 0.031168 | Time: 2122.53 ms [2022-04-19 11:30:36 main:581] : INFO : Epoch 1752 | loss: 0.0311253 | val_loss: 0.0311663 | Time: 2096.76 ms [2022-04-19 11:30:39 main:581] : INFO : Epoch 1753 | loss: 0.0311276 | val_loss: 0.0311636 | Time: 2122.7 ms [2022-04-19 11:30:41 main:581] : INFO : Epoch 1754 | loss: 0.0311276 | val_loss: 0.0311669 | Time: 2095.41 ms [2022-04-19 11:30:43 main:581] : INFO : Epoch 1755 | loss: 0.0311276 | val_loss: 0.0311637 | Time: 2134.28 ms [2022-04-19 11:30:45 main:581] : INFO : Epoch 1756 | loss: 0.031126 | val_loss: 0.0311636 | Time: 2127.51 ms [2022-04-19 11:30:47 main:581] : INFO : Epoch 1757 | loss: 0.0311256 | val_loss: 0.0311662 | Time: 2118.03 ms [2022-04-19 11:30:49 main:581] : INFO : Epoch 1758 | loss: 0.0311312 | val_loss: 0.0311609 | Time: 2155.26 ms [2022-04-19 11:30:51 main:581] : INFO : Epoch 1759 | loss: 0.0311327 | val_loss: 0.0311624 | Time: 2120.69 ms [2022-04-19 11:30:53 main:581] : INFO : Epoch 1760 | loss: 0.0311292 | val_loss: 0.031161 | Time: 2097.84 ms [2022-04-19 11:30:56 main:581] : INFO : Epoch 1761 | loss: 0.0311294 | val_loss: 0.0311588 | Time: 2114.35 ms [2022-04-19 11:30:58 main:581] : INFO : Epoch 1762 | loss: 0.0311272 | val_loss: 0.0311598 | Time: 2120.81 ms [2022-04-19 11:31:00 main:581] : INFO : Epoch 1763 | loss: 0.0311266 | val_loss: 0.0311638 | Time: 2112.92 ms [2022-04-19 11:31:02 main:581] : INFO : Epoch 1764 | loss: 0.0311271 | val_loss: 0.0311655 | Time: 2106.33 ms [2022-04-19 11:31:04 main:581] : INFO : Epoch 1765 | loss: 0.0311292 | val_loss: 0.0311716 | Time: 2097.98 ms [2022-04-19 11:31:06 main:581] : INFO : Epoch 1766 | loss: 0.0311308 | val_loss: 0.031165 | Time: 2102.63 ms [2022-04-19 11:31:08 main:581] : INFO : Epoch 1767 | loss: 0.0311272 | val_loss: 0.0311692 | Time: 2142.67 ms [2022-04-19 11:31:10 main:581] : INFO : Epoch 1768 | loss: 0.0311257 | val_loss: 0.0311676 | Time: 2131.54 ms [2022-04-19 11:31:12 main:581] : INFO : Epoch 1769 | loss: 0.0311271 | val_loss: 0.0311714 | Time: 2082.36 ms [2022-04-19 11:31:15 main:581] : INFO : Epoch 1770 | loss: 0.0311266 | val_loss: 0.0311692 | Time: 2091.42 ms [2022-04-19 11:31:17 main:581] : INFO : Epoch 1771 | loss: 0.031126 | val_loss: 0.0311663 | Time: 2147.68 ms [2022-04-19 11:31:19 main:581] : INFO : Epoch 1772 | loss: 0.0311246 | val_loss: 0.0311636 | Time: 2130.5 ms [2022-04-19 11:31:21 main:581] : INFO : Epoch 1773 | loss: 0.0311243 | val_loss: 0.0311651 | Time: 2150.05 ms [2022-04-19 11:31:23 main:581] : INFO : Epoch 1774 | loss: 0.0311241 | val_loss: 0.0311661 | Time: 2107.76 ms [2022-04-19 11:31:25 main:581] : INFO : Epoch 1775 | loss: 0.0311244 | val_loss: 0.0311631 | Time: 2161.67 ms [2022-04-19 11:31:27 main:581] : INFO : Epoch 1776 | loss: 0.0311241 | val_loss: 0.0311656 | Time: 2115.97 ms [2022-04-19 11:31:29 main:581] : INFO : Epoch 1777 | loss: 0.0311222 | val_loss: 0.0311617 | Time: 2124.78 ms [2022-04-19 11:31:32 main:581] : INFO : Epoch 1778 | loss: 0.0311245 | val_loss: 0.0311654 | Time: 2101.78 ms [2022-04-19 11:31:34 main:581] : INFO : Epoch 1779 | loss: 0.0311231 | val_loss: 0.0311671 | Time: 2131.68 ms [2022-04-19 11:31:36 main:581] : INFO : Epoch 1780 | loss: 0.0311244 | val_loss: 0.0311666 | Time: 2111.14 ms [2022-04-19 11:31:38 main:581] : INFO : Epoch 1781 | loss: 0.0311227 | val_loss: 0.0311663 | Time: 2126.18 ms [2022-04-19 11:31:40 main:581] : INFO : Epoch 1782 | loss: 0.031124 | val_loss: 0.0311605 | Time: 2100.23 ms [2022-04-19 11:31:42 main:581] : INFO : Epoch 1783 | loss: 0.0311239 | val_loss: 0.0311614 | Time: 2166.8 ms [2022-04-19 11:31:44 main:581] : INFO : Epoch 1784 | loss: 0.0311233 | val_loss: 0.0311612 | Time: 2165.51 ms [2022-04-19 11:31:47 main:581] : INFO : Epoch 1785 | loss: 0.0311236 | val_loss: 0.0311607 | Time: 2160.17 ms [2022-04-19 11:31:49 main:581] : INFO : Epoch 1786 | loss: 0.0311246 | val_loss: 0.0311622 | Time: 2163.38 ms [2022-04-19 11:31:51 main:581] : INFO : Epoch 1787 | loss: 0.0311222 | val_loss: 0.0311636 | Time: 2146.16 ms [2022-04-19 11:31:53 main:581] : INFO : Epoch 1788 | loss: 0.0311214 | val_loss: 0.0311666 | Time: 2172.33 ms [2022-04-19 11:31:55 main:581] : INFO : Epoch 1789 | loss: 0.031121 | val_loss: 0.0311644 | Time: 2176.3 ms [2022-04-19 11:31:57 main:581] : INFO : Epoch 1790 | loss: 0.0311202 | val_loss: 0.0311627 | Time: 2140.59 ms [2022-04-19 11:31:59 main:581] : INFO : Epoch 1791 | loss: 0.0311204 | val_loss: 0.0311619 | Time: 2142.03 ms [2022-04-19 11:32:02 main:581] : INFO : Epoch 1792 | loss: 0.0311211 | val_loss: 0.0311611 | Time: 2139.55 ms [2022-04-19 11:32:04 main:581] : INFO : Epoch 1793 | loss: 0.0311209 | val_loss: 0.0311629 | Time: 2113.33 ms [2022-04-19 11:32:06 main:581] : INFO : Epoch 1794 | loss: 0.0311225 | val_loss: 0.0311645 | Time: 2112.57 ms [2022-04-19 11:32:08 main:581] : INFO : Epoch 1795 | loss: 0.0311294 | val_loss: 0.0311629 | Time: 2162.3 ms [2022-04-19 11:32:10 main:581] : INFO : Epoch 1796 | loss: 0.0311283 | val_loss: 0.0311661 | Time: 2138.23 ms [2022-04-19 11:32:12 main:581] : INFO : Epoch 1797 | loss: 0.0311305 | val_loss: 0.0311661 | Time: 2131 ms [2022-04-19 11:32:14 main:581] : INFO : Epoch 1798 | loss: 0.03113 | val_loss: 0.0311666 | Time: 2144.12 ms [2022-04-19 11:32:17 main:581] : INFO : Epoch 1799 | loss: 0.0311287 | val_loss: 0.0311671 | Time: 2137.29 ms [2022-04-19 11:32:19 main:581] : INFO : Epoch 1800 | loss: 0.0311282 | val_loss: 0.0311672 | Time: 2094.77 ms [2022-04-19 11:32:21 main:581] : INFO : Epoch 1801 | loss: 0.0311274 | val_loss: 0.0311649 | Time: 2145 ms [2022-04-19 11:32:23 main:581] : INFO : Epoch 1802 | loss: 0.0311259 | val_loss: 0.0311675 | Time: 2154.24 ms [2022-04-19 11:32:25 main:581] : INFO : Epoch 1803 | loss: 0.0311276 | val_loss: 0.0311607 | Time: 2174.69 ms [2022-04-19 11:32:27 main:581] : INFO : Epoch 1804 | loss: 0.0311276 | val_loss: 0.0311693 | Time: 2142.31 ms [2022-04-19 11:32:29 main:581] : INFO : Epoch 1805 | loss: 0.0311299 | val_loss: 0.0311693 | Time: 2149.25 ms [2022-04-19 11:32:32 main:581] : INFO : Epoch 1806 | loss: 0.0311311 | val_loss: 0.031164 | Time: 2157.56 ms [2022-04-19 11:32:34 main:581] : INFO : Epoch 1807 | loss: 0.0311276 | val_loss: 0.0311667 | Time: 2109.51 ms [2022-04-19 11:32:36 main:581] : INFO : Epoch 1808 | loss: 0.0311294 | val_loss: 0.0311718 | Time: 2112.98 ms [2022-04-19 11:32:38 main:581] : INFO : Epoch 1809 | loss: 0.0311293 | val_loss: 0.0311658 | Time: 2148.13 ms [2022-04-19 11:32:40 main:581] : INFO : Epoch 1810 | loss: 0.0311272 | val_loss: 0.0311692 | Time: 2161.14 ms [2022-04-19 11:32:42 main:581] : INFO : Epoch 1811 | loss: 0.0311237 | val_loss: 0.031164 | Time: 2150.71 ms [2022-04-19 11:32:44 main:581] : INFO : Epoch 1812 | loss: 0.0311242 | val_loss: 0.0311651 | Time: 2129.1 ms [2022-04-19 11:32:47 main:581] : INFO : Epoch 1813 | loss: 0.0311447 | val_loss: 0.0311649 | Time: 2177.18 ms [2022-04-19 11:32:49 main:581] : INFO : Epoch 1814 | loss: 0.031142 | val_loss: 0.0311657 | Time: 2154.5 ms [2022-04-19 11:32:51 main:581] : INFO : Epoch 1815 | loss: 0.0311378 | val_loss: 0.0311654 | Time: 2110.43 ms [2022-04-19 11:32:53 main:581] : INFO : Epoch 1816 | loss: 0.0311361 | val_loss: 0.0311647 | Time: 2135.1 ms [2022-04-19 11:32:55 main:581] : INFO : Epoch 1817 | loss: 0.0311333 | val_loss: 0.0311655 | Time: 2145.72 ms [2022-04-19 11:32:57 main:581] : INFO : Epoch 1818 | loss: 0.0311332 | val_loss: 0.0311588 | Time: 2167.33 ms [2022-04-19 11:32:59 main:581] : INFO : Epoch 1819 | loss: 0.0311325 | val_loss: 0.0311619 | Time: 2146.29 ms [2022-04-19 11:33:02 main:581] : INFO : Epoch 1820 | loss: 0.0311293 | val_loss: 0.0311638 | Time: 2136.8 ms [2022-04-19 11:33:04 main:581] : INFO : Epoch 1821 | loss: 0.031128 | val_loss: 0.0311629 | Time: 2107.25 ms [2022-04-19 11:33:06 main:581] : INFO : Epoch 1822 | loss: 0.0311289 | val_loss: 0.0311632 | Time: 2150.42 ms [2022-04-19 11:33:08 main:581] : INFO : Epoch 1823 | loss: 0.0311283 | val_loss: 0.0311612 | Time: 2187.71 ms [2022-04-19 11:33:10 main:581] : INFO : Epoch 1824 | loss: 0.0311327 | val_loss: 0.0311628 | Time: 2179.86 ms [2022-04-19 11:33:12 main:581] : INFO : Epoch 1825 | loss: 0.0311331 | val_loss: 0.0311624 | Time: 2175.35 ms [2022-04-19 11:33:15 main:581] : INFO : Epoch 1826 | loss: 0.0311324 | val_loss: 0.0311586 | Time: 2156.43 ms [2022-04-19 11:33:17 main:581] : INFO : Epoch 1827 | loss: 0.0311287 | val_loss: 0.0311608 | Time: 2184.23 ms [2022-04-19 11:33:19 main:581] : INFO : Epoch 1828 | loss: 0.0311273 | val_loss: 0.0311633 | Time: 2159 ms [2022-04-19 11:33:21 main:581] : INFO : Epoch 1829 | loss: 0.0311275 | val_loss: 0.0311599 | Time: 2200.02 ms [2022-04-19 11:33:23 main:581] : INFO : Epoch 1830 | loss: 0.0311254 | val_loss: 0.0311581 | Time: 2177.39 ms [2022-04-19 11:33:25 main:581] : INFO : Epoch 1831 | loss: 0.0311254 | val_loss: 0.0311623 | Time: 2164.31 ms [2022-04-19 11:33:28 main:581] : INFO : Epoch 1832 | loss: 0.0311246 | val_loss: 0.0311596 | Time: 2178.68 ms [2022-04-19 11:33:30 main:581] : INFO : Epoch 1833 | loss: 0.0311229 | val_loss: 0.0311591 | Time: 2166.36 ms [2022-04-19 11:33:32 main:581] : INFO : Epoch 1834 | loss: 0.0311227 | val_loss: 0.031161 | Time: 2159.9 ms [2022-04-19 11:33:34 main:581] : INFO : Epoch 1835 | loss: 0.0311232 | val_loss: 0.0311611 | Time: 2166.51 ms [2022-04-19 11:33:36 main:581] : INFO : Epoch 1836 | loss: 0.0311233 | val_loss: 0.0311646 | Time: 2168.76 ms [2022-04-19 11:33:38 main:581] : INFO : Epoch 1837 | loss: 0.0311239 | val_loss: 0.031162 | Time: 2166.43 ms [2022-04-19 11:33:41 main:581] : INFO : Epoch 1838 | loss: 0.0311217 | val_loss: 0.0311592 | Time: 2183.27 ms [2022-04-19 11:33:43 main:581] : INFO : Epoch 1839 | loss: 0.0311213 | val_loss: 0.0311617 | Time: 2181.74 ms [2022-04-19 11:33:45 main:581] : INFO : Epoch 1840 | loss: 0.0311207 | val_loss: 0.0311631 | Time: 2183.29 ms [2022-04-19 11:33:47 main:581] : INFO : Epoch 1841 | loss: 0.0311208 | val_loss: 0.0311652 | Time: 2167.99 ms [2022-04-19 11:33:49 main:581] : INFO : Epoch 1842 | loss: 0.0311216 | val_loss: 0.0311611 | Time: 2169.09 ms [2022-04-19 11:33:51 main:581] : INFO : Epoch 1843 | loss: 0.0311222 | val_loss: 0.0311619 | Time: 2153.88 ms [2022-04-19 11:33:54 main:581] : INFO : Epoch 1844 | loss: 0.031121 | val_loss: 0.0311614 | Time: 2111.99 ms [2022-04-19 11:33:56 main:581] : INFO : Epoch 1845 | loss: 0.0311218 | val_loss: 0.0311626 | Time: 2132.59 ms [2022-04-19 11:33:58 main:581] : INFO : Epoch 1846 | loss: 0.0311215 | val_loss: 0.0311619 | Time: 2182.24 ms [2022-04-19 11:34:00 main:581] : INFO : Epoch 1847 | loss: 0.0311233 | val_loss: 0.0311618 | Time: 2275.37 ms [2022-04-19 11:34:02 main:581] : INFO : Epoch 1848 | loss: 0.0311258 | val_loss: 0.0311592 | Time: 2141.54 ms [2022-04-19 11:34:04 main:581] : INFO : Epoch 1849 | loss: 0.0311258 | val_loss: 0.0311642 | Time: 2181.7 ms [2022-04-19 11:34:07 main:581] : INFO : Epoch 1850 | loss: 0.0311268 | val_loss: 0.031162 | Time: 2144.79 ms [2022-04-19 11:34:09 main:581] : INFO : Epoch 1851 | loss: 0.0311271 | val_loss: 0.0311663 | Time: 2158.77 ms [2022-04-19 11:34:11 main:581] : INFO : Epoch 1852 | loss: 0.0311267 | val_loss: 0.0311665 | Time: 2155.33 ms [2022-04-19 11:34:13 main:581] : INFO : Epoch 1853 | loss: 0.0311244 | val_loss: 0.0311659 | Time: 2152.75 ms [2022-04-19 11:34:15 main:581] : INFO : Epoch 1854 | loss: 0.031127 | val_loss: 0.0311631 | Time: 2172.93 ms [2022-04-19 11:34:17 main:581] : INFO : Epoch 1855 | loss: 0.0311313 | val_loss: 0.0311637 | Time: 2141.52 ms [2022-04-19 11:34:20 main:581] : INFO : Epoch 1856 | loss: 0.0311292 | val_loss: 0.0311626 | Time: 2168.12 ms [2022-04-19 11:34:22 main:581] : INFO : Epoch 1857 | loss: 0.0311263 | val_loss: 0.0311625 | Time: 2158.87 ms [2022-04-19 11:34:24 main:581] : INFO : Epoch 1858 | loss: 0.0311281 | val_loss: 0.0311643 | Time: 2155.57 ms [2022-04-19 11:34:26 main:581] : INFO : Epoch 1859 | loss: 0.0311254 | val_loss: 0.0311645 | Time: 2184.18 ms [2022-04-19 11:34:28 main:581] : INFO : Epoch 1860 | loss: 0.031124 | val_loss: 0.0311625 | Time: 2155.82 ms [2022-04-19 11:34:30 main:581] : INFO : Epoch 1861 | loss: 0.0311238 | val_loss: 0.0311617 | Time: 2139.11 ms [2022-04-19 11:34:33 main:581] : INFO : Epoch 1862 | loss: 0.0311237 | val_loss: 0.0311611 | Time: 2156.65 ms [2022-04-19 11:34:35 main:581] : INFO : Epoch 1863 | loss: 0.0311242 | val_loss: 0.0311636 | Time: 2158.37 ms [2022-04-19 11:34:37 main:581] : INFO : Epoch 1864 | loss: 0.0311254 | val_loss: 0.0311688 | Time: 2193.48 ms [2022-04-19 11:34:39 main:581] : INFO : Epoch 1865 | loss: 0.0311252 | val_loss: 0.0311663 | Time: 2177.5 ms [2022-04-19 11:34:41 main:581] : INFO : Epoch 1866 | loss: 0.0311243 | val_loss: 0.0311658 | Time: 2177.81 ms [2022-04-19 11:34:43 main:581] : INFO : Epoch 1867 | loss: 0.0311226 | val_loss: 0.0311654 | Time: 2153.18 ms [2022-04-19 11:34:46 main:581] : INFO : Epoch 1868 | loss: 0.031121 | val_loss: 0.0311629 | Time: 2183.47 ms [2022-04-19 11:34:48 main:581] : INFO : Epoch 1869 | loss: 0.0311246 | val_loss: 0.0311658 | Time: 2160.33 ms [2022-04-19 11:34:50 main:581] : INFO : Epoch 1870 | loss: 0.03113 | val_loss: 0.0311645 | Time: 2161.38 ms [2022-04-19 11:34:52 main:581] : INFO : Epoch 1871 | loss: 0.0311303 | val_loss: 0.0311638 | Time: 2169.55 ms [2022-04-19 11:34:54 main:581] : INFO : Epoch 1872 | loss: 0.031129 | val_loss: 0.0311617 | Time: 2204.42 ms [2022-04-19 11:34:56 main:581] : INFO : Epoch 1873 | loss: 0.0311317 | val_loss: 0.0311617 | Time: 2171.97 ms [2022-04-19 11:34:59 main:581] : INFO : Epoch 1874 | loss: 0.0311307 | val_loss: 0.0311625 | Time: 2208.81 ms [2022-04-19 11:35:01 main:581] : INFO : Epoch 1875 | loss: 0.0311292 | val_loss: 0.0311606 | Time: 2198.93 ms [2022-04-19 11:35:03 main:581] : INFO : Epoch 1876 | loss: 0.0311263 | val_loss: 0.0311649 | Time: 2157.82 ms [2022-04-19 11:35:05 main:581] : INFO : Epoch 1877 | loss: 0.0311279 | val_loss: 0.0311644 | Time: 2167.33 ms [2022-04-19 11:35:07 main:581] : INFO : Epoch 1878 | loss: 0.0311299 | val_loss: 0.0311643 | Time: 2189.61 ms [2022-04-19 11:35:10 main:581] : INFO : Epoch 1879 | loss: 0.0311281 | val_loss: 0.0311589 | Time: 2159.34 ms [2022-04-19 11:35:12 main:581] : INFO : Epoch 1880 | loss: 0.0311254 | val_loss: 0.0311585 | Time: 2193.09 ms [2022-04-19 11:35:14 main:581] : INFO : Epoch 1881 | loss: 0.0311263 | val_loss: 0.0311657 | Time: 2177.42 ms [2022-04-19 11:35:16 main:581] : INFO : Epoch 1882 | loss: 0.031127 | val_loss: 0.0311626 | Time: 2177.42 ms [2022-04-19 11:35:18 main:581] : INFO : Epoch 1883 | loss: 0.0311289 | val_loss: 0.0311625 | Time: 2172.18 ms [2022-04-19 11:35:20 main:581] : INFO : Epoch 1884 | loss: 0.0311276 | val_loss: 0.0311579 | Time: 2175.31 ms [2022-04-19 11:35:23 main:581] : INFO : Epoch 1885 | loss: 0.031127 | val_loss: 0.0311594 | Time: 2177.93 ms [2022-04-19 11:35:25 main:581] : INFO : Epoch 1886 | loss: 0.0311262 | val_loss: 0.0311613 | Time: 2129.87 ms [2022-04-19 11:35:27 main:581] : INFO : Epoch 1887 | loss: 0.0311265 | val_loss: 0.031159 | Time: 2168.25 ms [2022-04-19 11:35:29 main:581] : INFO : Epoch 1888 | loss: 0.0311253 | val_loss: 0.0311624 | Time: 2164.64 ms [2022-04-19 11:35:31 main:581] : INFO : Epoch 1889 | loss: 0.0311246 | val_loss: 0.0311618 | Time: 2178.64 ms [2022-04-19 11:35:33 main:581] : INFO : Epoch 1890 | loss: 0.0311227 | val_loss: 0.0311604 | Time: 2165.42 ms [2022-04-19 11:35:36 main:581] : INFO : Epoch 1891 | loss: 0.0311283 | val_loss: 0.0311657 | Time: 2173.14 ms [2022-04-19 11:35:38 main:581] : INFO : Epoch 1892 | loss: 0.0311357 | val_loss: 0.0311591 | Time: 2173.99 ms [2022-04-19 11:35:40 main:581] : INFO : Epoch 1893 | loss: 0.0311331 | val_loss: 0.031163 | Time: 2136.56 ms [2022-04-19 11:35:42 main:581] : INFO : Epoch 1894 | loss: 0.0311344 | val_loss: 0.0311633 | Time: 2130.5 ms [2022-04-19 11:35:44 main:581] : INFO : Epoch 1895 | loss: 0.0311323 | val_loss: 0.0311639 | Time: 2148.9 ms [2022-04-19 11:35:46 main:581] : INFO : Epoch 1896 | loss: 0.0311294 | val_loss: 0.0311624 | Time: 2166.13 ms [2022-04-19 11:35:49 main:581] : INFO : Epoch 1897 | loss: 0.0311271 | val_loss: 0.0311588 | Time: 2162.01 ms [2022-04-19 11:35:51 main:581] : INFO : Epoch 1898 | loss: 0.0311266 | val_loss: 0.0311588 | Time: 2165.58 ms [2022-04-19 11:35:53 main:581] : INFO : Epoch 1899 | loss: 0.0311263 | val_loss: 0.0311586 | Time: 2167.22 ms [2022-04-19 11:35:55 main:581] : INFO : Epoch 1900 | loss: 0.0311258 | val_loss: 0.0311562 | Time: 2167.37 ms [2022-04-19 11:35:57 main:581] : INFO : Epoch 1901 | loss: 0.0311243 | val_loss: 0.0311609 | Time: 2145.58 ms [2022-04-19 11:35:59 main:581] : INFO : Epoch 1902 | loss: 0.0311248 | val_loss: 0.0311594 | Time: 2176.47 ms [2022-04-19 11:36:02 main:581] : INFO : Epoch 1903 | loss: 0.0311274 | val_loss: 0.0311589 | Time: 2193.61 ms [2022-04-19 11:36:04 main:581] : INFO : Epoch 1904 | loss: 0.0311228 | val_loss: 0.0311619 | Time: 2156.55 ms [2022-04-19 11:36:06 main:581] : INFO : Epoch 1905 | loss: 0.0311278 | val_loss: 0.0311591 | Time: 2148.4 ms [2022-04-19 11:36:08 main:581] : INFO : Epoch 1906 | loss: 0.0311297 | val_loss: 0.0311595 | Time: 2159.56 ms [2022-04-19 11:36:10 main:581] : INFO : Epoch 1907 | loss: 0.0311279 | val_loss: 0.0311593 | Time: 2166.35 ms [2022-04-19 11:36:12 main:581] : INFO : Epoch 1908 | loss: 0.0311251 | val_loss: 0.0311583 | Time: 2211.87 ms [2022-04-19 11:36:15 main:581] : INFO : Epoch 1909 | loss: 0.0311249 | val_loss: 0.0311572 | Time: 2178.15 ms [2022-04-19 11:36:17 main:581] : INFO : Epoch 1910 | loss: 0.0311255 | val_loss: 0.03116 | Time: 2182.99 ms [2022-04-19 11:36:19 main:581] : INFO : Epoch 1911 | loss: 0.0311231 | val_loss: 0.0311591 | Time: 2138.88 ms [2022-04-19 11:36:21 main:581] : INFO : Epoch 1912 | loss: 0.0311224 | val_loss: 0.0311611 | Time: 2181.89 ms [2022-04-19 11:36:23 main:581] : INFO : Epoch 1913 | loss: 0.0311232 | val_loss: 0.0311594 | Time: 2178.81 ms [2022-04-19 11:36:25 main:581] : INFO : Epoch 1914 | loss: 0.031122 | val_loss: 0.0311589 | Time: 2161.73 ms [2022-04-19 11:36:28 main:581] : INFO : Epoch 1915 | loss: 0.0311214 | val_loss: 0.0311613 | Time: 2167.78 ms [2022-04-19 11:36:30 main:581] : INFO : Epoch 1916 | loss: 0.031121 | val_loss: 0.0311624 | Time: 2175.65 ms [2022-04-19 11:36:32 main:581] : INFO : Epoch 1917 | loss: 0.0311201 | val_loss: 0.03116 | Time: 2151.08 ms [2022-04-19 11:36:34 main:581] : INFO : Epoch 1918 | loss: 0.0311235 | val_loss: 0.0311586 | Time: 2155.96 ms [2022-04-19 11:36:36 main:581] : INFO : Epoch 1919 | loss: 0.0311241 | val_loss: 0.0311584 | Time: 2182.94 ms [2022-04-19 11:36:38 main:581] : INFO : Epoch 1920 | loss: 0.0311227 | val_loss: 0.0311646 | Time: 2163.55 ms [2022-04-19 11:36:41 main:581] : INFO : Epoch 1921 | loss: 0.0311246 | val_loss: 0.0311604 | Time: 2153.81 ms [2022-04-19 11:36:43 main:581] : INFO : Epoch 1922 | loss: 0.0311223 | val_loss: 0.0311612 | Time: 2162.11 ms [2022-04-19 11:36:45 main:581] : INFO : Epoch 1923 | loss: 0.0311217 | val_loss: 0.0311601 | Time: 2156.92 ms [2022-04-19 11:36:47 main:581] : INFO : Epoch 1924 | loss: 0.0311201 | val_loss: 0.0311606 | Time: 2176.62 ms [2022-04-19 11:36:49 main:581] : INFO : Epoch 1925 | loss: 0.031121 | val_loss: 0.0311668 | Time: 2169.34 ms [2022-04-19 11:36:51 main:581] : INFO : Epoch 1926 | loss: 0.031122 | val_loss: 0.0311603 | Time: 2168.97 ms [2022-04-19 11:36:54 main:581] : INFO : Epoch 1927 | loss: 0.0311203 | val_loss: 0.0311598 | Time: 2172.42 ms [2022-04-19 11:36:56 main:581] : INFO : Epoch 1928 | loss: 0.0311214 | val_loss: 0.0311604 | Time: 2152.29 ms [2022-04-19 11:36:58 main:581] : INFO : Epoch 1929 | loss: 0.0311201 | val_loss: 0.0311617 | Time: 2158.52 ms [2022-04-19 11:37:00 main:581] : INFO : Epoch 1930 | loss: 0.0311203 | val_loss: 0.0311611 | Time: 2186.05 ms [2022-04-19 11:37:02 main:581] : INFO : Epoch 1931 | loss: 0.0311194 | val_loss: 0.0311595 | Time: 2152.63 ms [2022-04-19 11:37:04 main:581] : INFO : Epoch 1932 | loss: 0.0311179 | val_loss: 0.0311592 | Time: 2171.78 ms [2022-04-19 11:37:06 main:581] : INFO : Epoch 1933 | loss: 0.0311187 | val_loss: 0.0311613 | Time: 2095.51 ms [2022-04-19 11:37:09 main:581] : INFO : Epoch 1934 | loss: 0.0311229 | val_loss: 0.0311618 | Time: 2141.3 ms [2022-04-19 11:37:11 main:581] : INFO : Epoch 1935 | loss: 0.0311225 | val_loss: 0.031164 | Time: 2122.72 ms [2022-04-19 11:37:13 main:581] : INFO : Epoch 1936 | loss: 0.0311212 | val_loss: 0.0311638 | Time: 2128.68 ms [2022-04-19 11:37:15 main:581] : INFO : Epoch 1937 | loss: 0.031119 | val_loss: 0.0311627 | Time: 2113.83 ms [2022-04-19 11:37:17 main:581] : INFO : Epoch 1938 | loss: 0.0311173 | val_loss: 0.031166 | Time: 2122.07 ms [2022-04-19 11:37:19 main:581] : INFO : Epoch 1939 | loss: 0.031118 | val_loss: 0.0311628 | Time: 2113.68 ms [2022-04-19 11:37:21 main:581] : INFO : Epoch 1940 | loss: 0.0311176 | val_loss: 0.0311629 | Time: 2103.83 ms [2022-04-19 11:37:24 main:581] : INFO : Epoch 1941 | loss: 0.0311162 | val_loss: 0.0311635 | Time: 2164.49 ms [2022-04-19 11:37:26 main:581] : INFO : Epoch 1942 | loss: 0.0311176 | val_loss: 0.0311603 | Time: 2116.43 ms [2022-04-19 11:37:28 main:581] : INFO : Epoch 1943 | loss: 0.03112 | val_loss: 0.031167 | Time: 2114 ms [2022-04-19 11:37:30 main:581] : INFO : Epoch 1944 | loss: 0.0311174 | val_loss: 0.0311623 | Time: 2108.58 ms [2022-04-19 11:37:32 main:581] : INFO : Epoch 1945 | loss: 0.0311202 | val_loss: 0.0311606 | Time: 2099.36 ms [2022-04-19 11:37:34 main:581] : INFO : Epoch 1946 | loss: 0.0311228 | val_loss: 0.0311602 | Time: 2129.75 ms [2022-04-19 11:37:36 main:581] : INFO : Epoch 1947 | loss: 0.031121 | val_loss: 0.0311611 | Time: 2061.27 ms [2022-04-19 11:37:38 main:581] : INFO : Epoch 1948 | loss: 0.0311202 | val_loss: 0.0311628 | Time: 2127.82 ms [2022-04-19 11:37:40 main:581] : INFO : Epoch 1949 | loss: 0.0311233 | val_loss: 0.0311609 | Time: 2120.57 ms [2022-04-19 11:37:43 main:581] : INFO : Epoch 1950 | loss: 0.03112 | val_loss: 0.0311632 | Time: 2157.19 ms [2022-04-19 11:37:45 main:581] : INFO : Epoch 1951 | loss: 0.0311179 | val_loss: 0.0311643 | Time: 2099.58 ms [2022-04-19 11:37:47 main:581] : INFO : Epoch 1952 | loss: 0.0311181 | val_loss: 0.0311631 | Time: 2135.7 ms [2022-04-19 11:37:49 main:581] : INFO : Epoch 1953 | loss: 0.0311185 | val_loss: 0.0311648 | Time: 2092.21 ms [2022-04-19 11:37:51 main:581] : INFO : Epoch 1954 | loss: 0.031122 | val_loss: 0.0311628 | Time: 2142.38 ms [2022-04-19 11:37:53 main:581] : INFO : Epoch 1955 | loss: 0.0311236 | val_loss: 0.0311608 | Time: 2130.58 ms [2022-04-19 11:37:55 main:581] : INFO : Epoch 1956 | loss: 0.0311242 | val_loss: 0.0311617 | Time: 2126.3 ms [2022-04-19 11:37:57 main:581] : INFO : Epoch 1957 | loss: 0.0311253 | val_loss: 0.0311595 | Time: 2112.85 ms [2022-04-19 11:37:59 main:581] : INFO : Epoch 1958 | loss: 0.0311254 | val_loss: 0.0311639 | Time: 2108.31 ms [2022-04-19 11:38:02 main:581] : INFO : Epoch 1959 | loss: 0.0311254 | val_loss: 0.0311609 | Time: 2179.88 ms [2022-04-19 11:38:04 main:581] : INFO : Epoch 1960 | loss: 0.0311234 | val_loss: 0.0311665 | Time: 2107.55 ms [2022-04-19 11:38:06 main:581] : INFO : Epoch 1961 | loss: 0.0311234 | val_loss: 0.0311646 | Time: 2077.83 ms [2022-04-19 11:38:08 main:581] : INFO : Epoch 1962 | loss: 0.0311221 | val_loss: 0.0311615 | Time: 2110.03 ms [2022-04-19 11:38:10 main:581] : INFO : Epoch 1963 | loss: 0.0311226 | val_loss: 0.0311599 | Time: 2095.14 ms [2022-04-19 11:38:12 main:581] : INFO : Epoch 1964 | loss: 0.0311239 | val_loss: 0.0311686 | Time: 2083.91 ms [2022-04-19 11:38:14 main:581] : INFO : Epoch 1965 | loss: 0.0311311 | val_loss: 0.0311708 | Time: 2057.08 ms [2022-04-19 11:38:16 main:581] : INFO : Epoch 1966 | loss: 0.0311429 | val_loss: 0.0311712 | Time: 2153.89 ms [2022-04-19 11:38:18 main:581] : INFO : Epoch 1967 | loss: 0.0311448 | val_loss: 0.0311667 | Time: 2115.56 ms [2022-04-19 11:38:21 main:581] : INFO : Epoch 1968 | loss: 0.0311407 | val_loss: 0.0311678 | Time: 2104.22 ms [2022-04-19 11:38:23 main:581] : INFO : Epoch 1969 | loss: 0.0311403 | val_loss: 0.0311627 | Time: 2102.31 ms [2022-04-19 11:38:25 main:581] : INFO : Epoch 1970 | loss: 0.0311388 | val_loss: 0.0311637 | Time: 2160.67 ms [2022-04-19 11:38:27 main:581] : INFO : Epoch 1971 | loss: 0.0311382 | val_loss: 0.0311627 | Time: 2139.13 ms [2022-04-19 11:38:29 main:581] : INFO : Epoch 1972 | loss: 0.0311348 | val_loss: 0.0311634 | Time: 2139.02 ms [2022-04-19 11:38:31 main:581] : INFO : Epoch 1973 | loss: 0.0311362 | val_loss: 0.031163 | Time: 2118.33 ms [2022-04-19 11:38:33 main:581] : INFO : Epoch 1974 | loss: 0.0311321 | val_loss: 0.0311625 | Time: 2101.41 ms [2022-04-19 11:38:35 main:581] : INFO : Epoch 1975 | loss: 0.0311323 | val_loss: 0.0311607 | Time: 2137.34 ms [2022-04-19 11:38:38 main:581] : INFO : Epoch 1976 | loss: 0.0311315 | val_loss: 0.031159 | Time: 2115.55 ms [2022-04-19 11:38:40 main:581] : INFO : Epoch 1977 | loss: 0.0311286 | val_loss: 0.0311614 | Time: 2134.32 ms [2022-04-19 11:38:42 main:581] : INFO : Epoch 1978 | loss: 0.0311281 | val_loss: 0.0311592 | Time: 2108.92 ms [2022-04-19 11:38:44 main:581] : INFO : Epoch 1979 | loss: 0.0311262 | val_loss: 0.031156 | Time: 2070.52 ms [2022-04-19 11:38:46 main:581] : INFO : Epoch 1980 | loss: 0.031125 | val_loss: 0.0311607 | Time: 2134.35 ms [2022-04-19 11:38:48 main:581] : INFO : Epoch 1981 | loss: 0.0311264 | val_loss: 0.0311624 | Time: 2131.87 ms [2022-04-19 11:38:50 main:581] : INFO : Epoch 1982 | loss: 0.0311294 | val_loss: 0.0311645 | Time: 2096.4 ms [2022-04-19 11:38:52 main:581] : INFO : Epoch 1983 | loss: 0.0311348 | val_loss: 0.0311609 | Time: 2151.26 ms [2022-04-19 11:38:55 main:581] : INFO : Epoch 1984 | loss: 0.0311313 | val_loss: 0.0311595 | Time: 2139.18 ms [2022-04-19 11:38:57 main:581] : INFO : Epoch 1985 | loss: 0.0311325 | val_loss: 0.0311604 | Time: 2098.74 ms [2022-04-19 11:38:59 main:581] : INFO : Epoch 1986 | loss: 0.0311293 | val_loss: 0.0311607 | Time: 2143.02 ms [2022-04-19 11:39:01 main:581] : INFO : Epoch 1987 | loss: 0.0311277 | val_loss: 0.0311618 | Time: 2127.95 ms [2022-04-19 11:39:03 main:581] : INFO : Epoch 1988 | loss: 0.0311286 | val_loss: 0.0311603 | Time: 2121.09 ms [2022-04-19 11:39:05 main:581] : INFO : Epoch 1989 | loss: 0.0311253 | val_loss: 0.0311606 | Time: 2134.25 ms [2022-04-19 11:39:07 main:581] : INFO : Epoch 1990 | loss: 0.0311255 | val_loss: 0.0311556 | Time: 2141.74 ms [2022-04-19 11:39:09 main:581] : INFO : Epoch 1991 | loss: 0.0311258 | val_loss: 0.0311558 | Time: 2135.12 ms [2022-04-19 11:39:12 main:581] : INFO : Epoch 1992 | loss: 0.0311246 | val_loss: 0.0311673 | Time: 2145.93 ms [2022-04-19 11:39:14 main:581] : INFO : Epoch 1993 | loss: 0.0311236 | val_loss: 0.0311632 | Time: 2131.75 ms [2022-04-19 11:39:16 main:581] : INFO : Epoch 1994 | loss: 0.0311239 | val_loss: 0.0311674 | Time: 2125.59 ms [2022-04-19 11:39:18 main:581] : INFO : Epoch 1995 | loss: 0.0311303 | val_loss: 0.031168 | Time: 2150.97 ms [2022-04-19 11:39:20 main:581] : INFO : Epoch 1996 | loss: 0.0311352 | val_loss: 0.0311648 | Time: 2134.43 ms [2022-04-19 11:39:22 main:581] : INFO : Epoch 1997 | loss: 0.031133 | val_loss: 0.0311602 | Time: 2124.93 ms [2022-04-19 11:39:24 main:581] : INFO : Epoch 1998 | loss: 0.0311296 | val_loss: 0.0311603 | Time: 2121.85 ms [2022-04-19 11:39:27 main:581] : INFO : Epoch 1999 | loss: 0.031126 | val_loss: 0.0311593 | Time: 2126.49 ms [2022-04-19 11:39:29 main:581] : INFO : Epoch 2000 | loss: 0.0311248 | val_loss: 0.0311589 | Time: 2100.41 ms [2022-04-19 11:39:31 main:581] : INFO : Epoch 2001 | loss: 0.0311243 | val_loss: 0.0311593 | Time: 2125.61 ms [2022-04-19 11:39:33 main:581] : INFO : Epoch 2002 | loss: 0.0311257 | val_loss: 0.0311595 | Time: 2091.82 ms [2022-04-19 11:39:35 main:581] : INFO : Epoch 2003 | loss: 0.0311271 | val_loss: 0.0311592 | Time: 2101.49 ms [2022-04-19 11:39:37 main:581] : INFO : Epoch 2004 | loss: 0.031125 | val_loss: 0.0311575 | Time: 2125 ms [2022-04-19 11:39:39 main:581] : INFO : Epoch 2005 | loss: 0.0311232 | val_loss: 0.0311676 | Time: 2105.95 ms [2022-04-19 11:39:41 main:581] : INFO : Epoch 2006 | loss: 0.0311237 | val_loss: 0.0311613 | Time: 2141.84 ms [2022-04-19 11:39:43 main:581] : INFO : Epoch 2007 | loss: 0.0311236 | val_loss: 0.0311588 | Time: 2114 ms [2022-04-19 11:39:46 main:581] : INFO : Epoch 2008 | loss: 0.0311252 | val_loss: 0.0311622 | Time: 2196.4 ms [2022-04-19 11:39:48 main:581] : INFO : Epoch 2009 | loss: 0.0311271 | val_loss: 0.0311598 | Time: 2106.7 ms [2022-04-19 11:39:50 main:581] : INFO : Epoch 2010 | loss: 0.0311334 | val_loss: 0.0311609 | Time: 2123.01 ms [2022-04-19 11:39:52 main:581] : INFO : Epoch 2011 | loss: 0.0311332 | val_loss: 0.0311595 | Time: 2105.98 ms [2022-04-19 11:39:54 main:581] : INFO : Epoch 2012 | loss: 0.0311343 | val_loss: 0.0311603 | Time: 2135.5 ms [2022-04-19 11:39:56 main:581] : INFO : Epoch 2013 | loss: 0.0311329 | val_loss: 0.0311586 | Time: 2124.71 ms [2022-04-19 11:39:58 main:581] : INFO : Epoch 2014 | loss: 0.0311307 | val_loss: 0.0311628 | Time: 2105.59 ms [2022-04-19 11:40:00 main:581] : INFO : Epoch 2015 | loss: 0.0311316 | val_loss: 0.0311624 | Time: 2139.35 ms [2022-04-19 11:40:03 main:581] : INFO : Epoch 2016 | loss: 0.031136 | val_loss: 0.0311603 | Time: 2169.86 ms [2022-04-19 11:40:05 main:581] : INFO : Epoch 2017 | loss: 0.0311346 | val_loss: 0.0311603 | Time: 2137.34 ms [2022-04-19 11:40:07 main:581] : INFO : Epoch 2018 | loss: 0.0311313 | val_loss: 0.031159 | Time: 2106.97 ms [2022-04-19 11:40:09 main:581] : INFO : Epoch 2019 | loss: 0.0311309 | val_loss: 0.0311584 | Time: 2134.94 ms [2022-04-19 11:40:11 main:581] : INFO : Epoch 2020 | loss: 0.0311303 | val_loss: 0.0311567 | Time: 2132.94 ms [2022-04-19 11:40:13 main:581] : INFO : Epoch 2021 | loss: 0.0311286 | val_loss: 0.0311651 | Time: 2122.74 ms [2022-04-19 11:40:15 main:581] : INFO : Epoch 2022 | loss: 0.0311286 | val_loss: 0.0311613 | Time: 2121.67 ms [2022-04-19 11:40:18 main:581] : INFO : Epoch 2023 | loss: 0.031133 | val_loss: 0.0311669 | Time: 2124.95 ms [2022-04-19 11:40:20 main:581] : INFO : Epoch 2024 | loss: 0.0311376 | val_loss: 0.0311663 | Time: 2133.59 ms [2022-04-19 11:40:22 main:581] : INFO : Epoch 2025 | loss: 0.0311325 | val_loss: 0.0311625 | Time: 2139.26 ms [2022-04-19 11:40:24 main:581] : INFO : Epoch 2026 | loss: 0.03113 | val_loss: 0.0311625 | Time: 2129.83 ms [2022-04-19 11:40:26 main:581] : INFO : Epoch 2027 | loss: 0.0311275 | val_loss: 0.0311626 | Time: 2086.46 ms [2022-04-19 11:40:28 main:581] : INFO : Epoch 2028 | loss: 0.0311298 | val_loss: 0.0311653 | Time: 2144.25 ms [2022-04-19 11:40:30 main:581] : INFO : Epoch 2029 | loss: 0.0311287 | val_loss: 0.0311678 | Time: 2122.19 ms [2022-04-19 11:40:32 main:581] : INFO : Epoch 2030 | loss: 0.0311267 | val_loss: 0.0311674 | Time: 2142.18 ms [2022-04-19 11:40:35 main:581] : INFO : Epoch 2031 | loss: 0.0311245 | val_loss: 0.0311616 | Time: 2156.43 ms [2022-04-19 11:40:37 main:581] : INFO : Epoch 2032 | loss: 0.0311254 | val_loss: 0.0311675 | Time: 2156.16 ms [2022-04-19 11:40:39 main:581] : INFO : Epoch 2033 | loss: 0.0311223 | val_loss: 0.0311667 | Time: 2157.29 ms [2022-04-19 11:40:41 main:581] : INFO : Epoch 2034 | loss: 0.0311238 | val_loss: 0.0311793 | Time: 2183.74 ms [2022-04-19 11:40:43 main:581] : INFO : Epoch 2035 | loss: 0.0311259 | val_loss: 0.0311646 | Time: 2176.77 ms [2022-04-19 11:40:45 main:581] : INFO : Epoch 2036 | loss: 0.0311219 | val_loss: 0.0311676 | Time: 2207.64 ms [2022-04-19 11:40:48 main:581] : INFO : Epoch 2037 | loss: 0.0311239 | val_loss: 0.0311693 | Time: 2182.02 ms [2022-04-19 11:40:50 main:581] : INFO : Epoch 2038 | loss: 0.0311314 | val_loss: 0.0311622 | Time: 2170.92 ms [2022-04-19 11:40:52 main:581] : INFO : Epoch 2039 | loss: 0.0311281 | val_loss: 0.0311646 | Time: 2156.34 ms [2022-04-19 11:40:54 main:581] : INFO : Epoch 2040 | loss: 0.0311298 | val_loss: 0.0311626 | Time: 2147.51 ms [2022-04-19 11:40:56 main:581] : INFO : Epoch 2041 | loss: 0.0311307 | val_loss: 0.0311641 | Time: 2201.01 ms [2022-04-19 11:40:58 main:581] : INFO : Epoch 2042 | loss: 0.0311272 | val_loss: 0.0311638 | Time: 2153.71 ms [2022-04-19 11:41:01 main:581] : INFO : Epoch 2043 | loss: 0.0311279 | val_loss: 0.0311659 | Time: 2173.89 ms [2022-04-19 11:41:03 main:581] : INFO : Epoch 2044 | loss: 0.0311279 | val_loss: 0.0311617 | Time: 2186.98 ms [2022-04-19 11:41:05 main:581] : INFO : Epoch 2045 | loss: 0.0311255 | val_loss: 0.0311638 | Time: 2199.39 ms [2022-04-19 11:41:07 main:581] : INFO : Epoch 2046 | loss: 0.0311275 | val_loss: 0.0311631 | Time: 2150.2 ms [2022-04-19 11:41:09 main:581] : INFO : Epoch 2047 | loss: 0.0311263 | val_loss: 0.0311628 | Time: 2178.96 ms [2022-04-19 11:41:12 main:581] : INFO : Epoch 2048 | loss: 0.0311266 | val_loss: 0.0311637 | Time: 2202.93 ms [2022-04-19 11:41:12 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311637 [2022-04-19 11:41:12 main:610] : INFO : Saving end state to config to file [2022-04-19 11:41:12 main:615] : INFO : Success, exiting.. 11:41:12 (323329): 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)