Task 9020946
| Name | ParityModified-1636227342-13557-2-0_0 |
| Workunit | 6472972 |
| Created | 18 Nov 2021, 8:57:08 UTC |
| Sent | 25 Nov 2021, 20:01:01 UTC |
| Report deadline | 3 Dec 2021, 20:01:01 UTC |
| Received | 26 Nov 2021, 2:32:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 18 min 10 sec |
| CPU time | 1 hours 17 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 6 03:13:07 main:574] : INFO : Epoch 1542 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 2268.09 ms [2021-11-26 03:13:09 main:574] : INFO : Epoch 1543 | loss: 0.0311572 | val_loss: 0.0311746 | Time: 2274.72 ms [2021-11-26 03:13:12 main:574] : INFO : Epoch 1544 | loss: 0.0311514 | val_loss: 0.0311689 | Time: 2278.78 ms [2021-11-26 03:13:14 main:574] : INFO : Epoch 1545 | loss: 0.031153 | val_loss: 0.0311668 | Time: 2279.36 ms [2021-11-26 03:13:16 main:574] : INFO : Epoch 1546 | loss: 0.031151 | val_loss: 0.0311661 | Time: 2275.17 ms [2021-11-26 03:13:18 main:574] : INFO : Epoch 1547 | loss: 0.0311523 | val_loss: 0.0311683 | Time: 2298.56 ms [2021-11-26 03:13:21 main:574] : INFO : Epoch 1548 | loss: 0.0311531 | val_loss: 0.0311723 | Time: 2291.64 ms [2021-11-26 03:13:23 main:574] : INFO : Epoch 1549 | loss: 0.0311498 | val_loss: 0.0311674 | Time: 2276.33 ms [2021-11-26 03:13:25 main:574] : INFO : Epoch 1550 | loss: 0.0311475 | val_loss: 0.0311667 | Time: 2271.07 ms [2021-11-26 03:13:28 main:574] : INFO : Epoch 1551 | loss: 0.0311483 | val_loss: 0.0311669 | Time: 2286.98 ms [2021-11-26 03:13:30 main:574] : INFO : Epoch 1552 | loss: 0.0311542 | val_loss: 0.0311714 | Time: 2268.34 ms [2021-11-26 03:13:32 main:574] : INFO : Epoch 1553 | loss: 0.031154 | val_loss: 0.0311728 | Time: 2279.67 ms [2021-11-26 03:13:34 main:574] : INFO : Epoch 1554 | loss: 0.0311507 | val_loss: 0.031174 | Time: 2283.66 ms [2021-11-26 03:13:37 main:574] : INFO : Epoch 1555 | loss: 0.0311569 | val_loss: 0.031179 | Time: 2321.48 ms [2021-11-26 03:13:39 main:574] : INFO : Epoch 1556 | loss: 0.0311584 | val_loss: 0.0311664 | Time: 2280.08 ms [2021-11-26 03:13:41 main:574] : INFO : Epoch 1557 | loss: 0.0311503 | val_loss: 0.0311674 | Time: 2285.39 ms [2021-11-26 03:13:44 main:574] : INFO : Epoch 1558 | loss: 0.0311497 | val_loss: 0.0311803 | Time: 2258.32 ms [2021-11-26 03:13:46 main:574] : INFO : Epoch 1559 | loss: 0.0311544 | val_loss: 0.031165 | Time: 2267.7 ms [2021-11-26 03:13:48 main:574] : INFO : Epoch 1560 | loss: 0.0311515 | val_loss: 0.0311754 | Time: 2251.72 ms [2021-11-26 03:13:50 main:574] : INFO : Epoch 1561 | loss: 0.0311532 | val_loss: 0.031167 | Time: 2301.14 ms [2021-11-26 03:13:53 main:574] : INFO : Epoch 1562 | loss: 0.0311532 | val_loss: 0.0311734 | Time: 2272.48 ms [2021-11-26 03:13:55 main:574] : INFO : Epoch 1563 | loss: 0.0311584 | val_loss: 0.0311656 | Time: 2262.65 ms [2021-11-26 03:13:57 main:574] : INFO : Epoch 1564 | loss: 0.0311521 | val_loss: 0.0311708 | Time: 2295.15 ms [2021-11-26 03:14:00 main:574] : INFO : Epoch 1565 | loss: 0.0311465 | val_loss: 0.0311681 | Time: 2281.55 ms [2021-11-26 03:14:02 main:574] : INFO : Epoch 1566 | loss: 0.0311505 | val_loss: 0.0311684 | Time: 2293.84 ms [2021-11-26 03:14:04 main:574] : INFO : Epoch 1567 | loss: 0.0311486 | val_loss: 0.0311701 | Time: 2241.37 ms [2021-11-26 03:14:06 main:574] : INFO : Epoch 1568 | loss: 0.0311474 | val_loss: 0.0311656 | Time: 2242.13 ms [2021-11-26 03:14:09 main:574] : INFO : Epoch 1569 | loss: 0.0311478 | val_loss: 0.0311643 | Time: 2294.31 ms [2021-11-26 03:14:11 main:574] : INFO : Epoch 1570 | loss: 0.0311478 | val_loss: 0.0311661 | Time: 2305.03 ms [2021-11-26 03:14:13 main:574] : INFO : Epoch 1571 | loss: 0.0311457 | val_loss: 0.0311657 | Time: 2286.57 ms [2021-11-26 03:14:15 main:574] : INFO : Epoch 1572 | loss: 0.0311463 | val_loss: 0.0311646 | Time: 2253.72 ms [2021-11-26 03:14:18 main:574] : INFO : Epoch 1573 | loss: 0.0311446 | val_loss: 0.0311627 | Time: 2296.66 ms [2021-11-26 03:14:20 main:574] : INFO : Epoch 1574 | loss: 0.0311449 | val_loss: 0.0311672 | Time: 2262.2 ms [2021-11-26 03:14:22 main:574] : INFO : Epoch 1575 | loss: 0.031145 | val_loss: 0.0311622 | Time: 2302.91 ms [2021-11-26 03:14:25 main:574] : INFO : Epoch 1576 | loss: 0.0311434 | val_loss: 0.031163 | Time: 2245.11 ms [2021-11-26 03:14:27 main:574] : INFO : Epoch 1577 | loss: 0.0311449 | val_loss: 0.0311651 | Time: 2237.24 ms [2021-11-26 03:14:29 main:574] : INFO : Epoch 1578 | loss: 0.031145 | val_loss: 0.0311623 | Time: 2306.09 ms [2021-11-26 03:14:31 main:574] : INFO : Epoch 1579 | loss: 0.0311524 | val_loss: 0.0311761 | Time: 2268.67 ms [2021-11-26 03:14:34 main:574] : INFO : Epoch 1580 | loss: 0.0311494 | val_loss: 0.0311682 | Time: 2279.8 ms [2021-11-26 03:14:36 main:574] : INFO : Epoch 1581 | loss: 0.0311477 | val_loss: 0.0311652 | Time: 2290.19 ms [2021-11-26 03:14:38 main:574] : INFO : Epoch 1582 | loss: 0.0311421 | val_loss: 0.0311644 | Time: 2283.34 ms [2021-11-26 03:14:41 main:574] : INFO : Epoch 1583 | loss: 0.0311445 | val_loss: 0.0311659 | Time: 2285.21 ms [2021-11-26 03:14:43 main:574] : INFO : Epoch 1584 | loss: 0.0311458 | val_loss: 0.0311651 | Time: 2296.06 ms [2021-11-26 03:14:45 main:574] : INFO : Epoch 1585 | loss: 0.0311421 | val_loss: 0.0311648 | Time: 2281.94 ms [2021-11-26 03:14:47 main:574] : INFO : Epoch 1586 | loss: 0.0311408 | val_loss: 0.0311676 | Time: 2275.15 ms [2021-11-26 03:14:50 main:574] : INFO : Epoch 1587 | loss: 0.0311411 | val_loss: 0.0311677 | Time: 2274.8 ms [2021-11-26 03:14:52 main:574] : INFO : Epoch 1588 | loss: 0.0311478 | val_loss: 0.0311645 | Time: 2276.07 ms [2021-11-26 03:14:54 main:574] : INFO : Epoch 1589 | loss: 0.031145 | val_loss: 0.0311647 | Time: 2295.45 ms [2021-11-26 03:14:57 main:574] : INFO : Epoch 1590 | loss: 0.0311446 | val_loss: 0.0311663 | Time: 2278.79 ms [2021-11-26 03:14:59 main:574] : INFO : Epoch 1591 | loss: 0.0311456 | val_loss: 0.0311635 | Time: 2308.83 ms [2021-11-26 03:15:01 main:574] : INFO : Epoch 1592 | loss: 0.031144 | val_loss: 0.0311675 | Time: 2292.01 ms [2021-11-26 03:15:03 main:574] : INFO : Epoch 1593 | loss: 0.031142 | val_loss: 0.0311643 | Time: 2296.28 ms [2021-11-26 03:15:06 main:574] : INFO : Epoch 1594 | loss: 0.0311428 | val_loss: 0.0311662 | Time: 2278.86 ms [2021-11-26 03:15:08 main:574] : INFO : Epoch 1595 | loss: 0.0311408 | val_loss: 0.0311657 | Time: 2260.54 ms [2021-11-26 03:15:10 main:574] : INFO : Epoch 1596 | loss: 0.0311423 | val_loss: 0.0311659 | Time: 2290.56 ms [2021-11-26 03:15:13 main:574] : INFO : Epoch 1597 | loss: 0.0311442 | val_loss: 0.031164 | Time: 2306.66 ms [2021-11-26 03:15:15 main:574] : INFO : Epoch 1598 | loss: 0.0311427 | val_loss: 0.0311665 | Time: 2275.59 ms [2021-11-26 03:15:17 main:574] : INFO : Epoch 1599 | loss: 0.0311423 | val_loss: 0.0311612 | Time: 2275.03 ms [2021-11-26 03:15:19 main:574] : INFO : Epoch 1600 | loss: 0.0311441 | val_loss: 0.0311723 | Time: 2309.96 ms [2021-11-26 03:15:22 main:574] : INFO : Epoch 1601 | loss: 0.0311515 | val_loss: 0.0311777 | Time: 2273.24 ms [2021-11-26 03:15:24 main:574] : INFO : Epoch 1602 | loss: 0.0311463 | val_loss: 0.0311664 | Time: 2278.46 ms [2021-11-26 03:15:26 main:574] : INFO : Epoch 1603 | loss: 0.0311472 | val_loss: 0.0311646 | Time: 2267.8 ms [2021-11-26 03:15:29 main:574] : INFO : Epoch 1604 | loss: 0.0311409 | val_loss: 0.0311676 | Time: 2264.18 ms [2021-11-26 03:15:31 main:574] : INFO : Epoch 1605 | loss: 0.0311396 | val_loss: 0.031166 | Time: 2272.61 ms [2021-11-26 03:15:33 main:574] : INFO : Epoch 1606 | loss: 0.0311395 | val_loss: 0.0311728 | Time: 2298.53 ms [2021-11-26 03:15:35 main:574] : INFO : Epoch 1607 | loss: 0.0311436 | val_loss: 0.0311622 | Time: 2292.4 ms [2021-11-26 03:15:38 main:574] : INFO : Epoch 1608 | loss: 0.0311414 | val_loss: 0.031164 | Time: 2282.56 ms [2021-11-26 03:15:40 main:574] : INFO : Epoch 1609 | loss: 0.0311429 | val_loss: 0.0311709 | Time: 2290.14 ms [2021-11-26 03:15:42 main:574] : INFO : Epoch 1610 | loss: 0.0311508 | val_loss: 0.0311621 | Time: 2238.69 ms [2021-11-26 03:15:45 main:574] : INFO : Epoch 1611 | loss: 0.0311447 | val_loss: 0.0311638 | Time: 2294.2 ms [2021-11-26 03:15:47 main:574] : INFO : Epoch 1612 | loss: 0.0311424 | val_loss: 0.0311642 | Time: 2278.73 ms [2021-11-26 03:15:49 main:574] : INFO : Epoch 1613 | loss: 0.0311421 | val_loss: 0.031165 | Time: 2289.64 ms [2021-11-26 03:15:51 main:574] : INFO : Epoch 1614 | loss: 0.0311388 | val_loss: 0.0311623 | Time: 2290.29 ms [2021-11-26 03:15:54 main:574] : INFO : Epoch 1615 | loss: 0.0311406 | val_loss: 0.0311624 | Time: 2273.38 ms [2021-11-26 03:15:56 main:574] : INFO : Epoch 1616 | loss: 0.0311425 | val_loss: 0.0311651 | Time: 2315.24 ms [2021-11-26 03:15:58 main:574] : INFO : Epoch 1617 | loss: 0.0311386 | val_loss: 0.0311641 | Time: 2273.74 ms [2021-11-26 03:16:01 main:574] : INFO : Epoch 1618 | loss: 0.0311382 | val_loss: 0.0311687 | Time: 2279.95 ms [2021-11-26 03:16:03 main:574] : INFO : Epoch 1619 | loss: 0.0311432 | val_loss: 0.0311682 | Time: 2271.08 ms [2021-11-26 03:16:05 main:574] : INFO : Epoch 1620 | loss: 0.0311436 | val_loss: 0.0311671 | Time: 2272.27 ms [2021-11-26 03:16:07 main:574] : INFO : Epoch 1621 | loss: 0.0311413 | val_loss: 0.0311643 | Time: 2308.31 ms [2021-11-26 03:16:10 main:574] : INFO : Epoch 1622 | loss: 0.0311405 | val_loss: 0.0311575 | Time: 2295.45 ms [2021-11-26 03:16:12 main:574] : INFO : Epoch 1623 | loss: 0.0311449 | val_loss: 0.0311634 | Time: 2280.14 ms [2021-11-26 03:16:14 main:574] : INFO : Epoch 1624 | loss: 0.0311419 | val_loss: 0.0311629 | Time: 2258.8 ms [2021-11-26 03:16:17 main:574] : INFO : Epoch 1625 | loss: 0.0311409 | val_loss: 0.0311663 | Time: 2266.74 ms [2021-11-26 03:16:19 main:574] : INFO : Epoch 1626 | loss: 0.0311395 | val_loss: 0.0311667 | Time: 2305.8 ms [2021-11-26 03:16:21 main:574] : INFO : Epoch 1627 | loss: 0.0311377 | val_loss: 0.0311627 | Time: 2275.9 ms [2021-11-26 03:16:23 main:574] : INFO : Epoch 1628 | loss: 0.0311389 | val_loss: 0.0311685 | Time: 2295.85 ms [2021-11-26 03:16:26 main:574] : INFO : Epoch 1629 | loss: 0.0311428 | val_loss: 0.0311605 | Time: 2264.29 ms [2021-11-26 03:16:28 main:574] : INFO : Epoch 1630 | loss: 0.0311403 | val_loss: 0.0311616 | Time: 2309.15 ms [2021-11-26 03:16:30 main:574] : INFO : Epoch 1631 | loss: 0.0311393 | val_loss: 0.0311632 | Time: 2268.5 ms [2021-11-26 03:16:33 main:574] : INFO : Epoch 1632 | loss: 0.0311379 | val_loss: 0.0311636 | Time: 2262.48 ms [2021-11-26 03:16:35 main:574] : INFO : Epoch 1633 | loss: 0.0311395 | val_loss: 0.0311619 | Time: 2259.73 ms [2021-11-26 03:16:37 main:574] : INFO : Epoch 1634 | loss: 0.0311393 | val_loss: 0.031162 | Time: 2252.66 ms [2021-11-26 03:16:39 main:574] : INFO : Epoch 1635 | loss: 0.0311383 | val_loss: 0.0311644 | Time: 2298.98 ms [2021-11-26 03:16:42 main:574] : INFO : Epoch 1636 | loss: 0.0311387 | val_loss: 0.0311593 | Time: 2268.6 ms [2021-11-26 03:16:44 main:574] : INFO : Epoch 1637 | loss: 0.0311569 | val_loss: 0.0311614 | Time: 2291.3 ms [2021-11-26 03:16:46 main:574] : INFO : Epoch 1638 | loss: 0.0311418 | val_loss: 0.0311575 | Time: 2280.19 ms [2021-11-26 03:16:49 main:574] : INFO : Epoch 1639 | loss: 0.0311383 | val_loss: 0.0311641 | Time: 2276.02 ms [2021-11-26 03:16:51 main:574] : INFO : Epoch 1640 | loss: 0.031139 | val_loss: 0.0311636 | Time: 2285.2 ms [2021-11-26 03:16:53 main:574] : INFO : Epoch 1641 | loss: 0.0311358 | val_loss: 0.0311587 | Time: 2269.64 ms [2021-11-26 03:16:55 main:574] : INFO : Epoch 1642 | loss: 0.0311375 | val_loss: 0.031157 | Time: 2282.45 ms [2021-11-26 03:16:58 main:574] : INFO : Epoch 1643 | loss: 0.0311374 | val_loss: 0.0311673 | Time: 2274.96 ms [2021-11-26 03:17:00 main:574] : INFO : Epoch 1644 | loss: 0.0311361 | val_loss: 0.0311595 | Time: 2295.61 ms [2021-11-26 03:17:02 main:574] : INFO : Epoch 1645 | loss: 0.0311396 | val_loss: 0.031166 | Time: 2283.48 ms [2021-11-26 03:17:05 main:574] : INFO : Epoch 1646 | loss: 0.0311449 | val_loss: 0.0311562 | Time: 2250.85 ms [2021-11-26 03:17:07 main:574] : INFO : Epoch 1647 | loss: 0.031139 | val_loss: 0.0311575 | Time: 2294.72 ms [2021-11-26 03:17:09 main:574] : INFO : Epoch 1648 | loss: 0.0311398 | val_loss: 0.0311768 | Time: 2264.83 ms [2021-11-26 03:17:11 main:574] : INFO : Epoch 1649 | loss: 0.0311373 | val_loss: 0.0311619 | Time: 2283.05 ms [2021-11-26 03:17:14 main:574] : INFO : Epoch 1650 | loss: 0.0311326 | val_loss: 0.0311561 | Time: 2285.32 ms [2021-11-26 03:17:16 main:574] : INFO : Epoch 1651 | loss: 0.0311335 | val_loss: 0.031162 | Time: 2285.1 ms [2021-11-26 03:17:18 main:574] : INFO : Epoch 1652 | loss: 0.0311417 | val_loss: 0.0311597 | Time: 2256.89 ms [2021-11-26 03:17:21 main:574] : INFO : Epoch 1653 | loss: 0.0311366 | val_loss: 0.0311731 | Time: 2300.01 ms [2021-11-26 03:17:23 main:574] : INFO : Epoch 1654 | loss: 0.0311407 | val_loss: 0.0311733 | Time: 2259.6 ms [2021-11-26 03:17:25 main:574] : INFO : Epoch 1655 | loss: 0.0311374 | val_loss: 0.031161 | Time: 2282.02 ms [2021-11-26 03:17:27 main:574] : INFO : Epoch 1656 | loss: 0.0311374 | val_loss: 0.0311602 | Time: 2305.94 ms [2021-11-26 03:17:30 main:574] : INFO : Epoch 1657 | loss: 0.0311343 | val_loss: 0.0311692 | Time: 2270.83 ms [2021-11-26 03:17:32 main:574] : INFO : Epoch 1658 | loss: 0.0311322 | val_loss: 0.0311637 | Time: 2305.21 ms [2021-11-26 03:17:34 main:574] : INFO : Epoch 1659 | loss: 0.0311337 | val_loss: 0.0311593 | Time: 2264.92 ms [2021-11-26 03:17:37 main:574] : INFO : Epoch 1660 | loss: 0.0311394 | val_loss: 0.0311566 | Time: 2294.32 ms [2021-11-26 03:17:39 main:574] : INFO : Epoch 1661 | loss: 0.0311308 | val_loss: 0.0311766 | Time: 2236.4 ms [2021-11-26 03:17:41 main:574] : INFO : Epoch 1662 | loss: 0.0311387 | val_loss: 0.0311727 | Time: 2295.64 ms [2021-11-26 03:17:43 main:574] : INFO : Epoch 1663 | loss: 0.0311351 | val_loss: 0.0311564 | Time: 2265.58 ms [2021-11-26 03:17:46 main:574] : INFO : Epoch 1664 | loss: 0.0311348 | val_loss: 0.0311565 | Time: 2238.6 ms [2021-11-26 03:17:48 main:574] : INFO : Epoch 1665 | loss: 0.0311339 | val_loss: 0.0311601 | Time: 2307.04 ms [2021-11-26 03:17:50 main:574] : INFO : Epoch 1666 | loss: 0.0311308 | val_loss: 0.0311705 | Time: 2299.99 ms [2021-11-26 03:17:52 main:574] : INFO : Epoch 1667 | loss: 0.0311361 | val_loss: 0.0311632 | Time: 2304.3 ms [2021-11-26 03:17:55 main:574] : INFO : Epoch 1668 | loss: 0.0311282 | val_loss: 0.0311581 | Time: 2290.39 ms [2021-11-26 03:17:57 main:574] : INFO : Epoch 1669 | loss: 0.03113 | val_loss: 0.0311576 | Time: 2259.36 ms [2021-11-26 03:17:59 main:574] : INFO : Epoch 1670 | loss: 0.0311297 | val_loss: 0.0311611 | Time: 2266.82 ms [2021-11-26 03:18:02 main:574] : INFO : Epoch 1671 | loss: 0.0311306 | val_loss: 0.0311763 | Time: 2273.45 ms [2021-11-26 03:18:04 main:574] : INFO : Epoch 1672 | loss: 0.0311306 | val_loss: 0.0311618 | Time: 2316.61 ms [2021-11-26 03:18:06 main:574] : INFO : Epoch 1673 | loss: 0.0311283 | val_loss: 0.0311573 | Time: 2266.67 ms [2021-11-26 03:18:08 main:574] : INFO : Epoch 1674 | loss: 0.0311264 | val_loss: 0.0311634 | Time: 2291.16 ms [2021-11-26 03:18:11 main:574] : INFO : Epoch 1675 | loss: 0.0311324 | val_loss: 0.0311624 | Time: 2260.51 ms [2021-11-26 03:18:13 main:574] : INFO : Epoch 1676 | loss: 0.0311316 | val_loss: 0.0311605 | Time: 2286 ms [2021-11-26 03:18:15 main:574] : INFO : Epoch 1677 | loss: 0.0311317 | val_loss: 0.0311618 | Time: 2305.92 ms [2021-11-26 03:18:18 main:574] : INFO : Epoch 1678 | loss: 0.0311309 | val_loss: 0.0311637 | Time: 2307.64 ms [2021-11-26 03:18:20 main:574] : INFO : Epoch 1679 | loss: 0.0311342 | val_loss: 0.0311617 | Time: 2279.45 ms [2021-11-26 03:18:22 main:574] : INFO : Epoch 1680 | loss: 0.0311271 | val_loss: 0.0311589 | Time: 2331.67 ms [2021-11-26 03:18:25 main:574] : INFO : Epoch 1681 | loss: 0.031135 | val_loss: 0.03116 | Time: 2275 ms [2021-11-26 03:18:27 main:574] : INFO : Epoch 1682 | loss: 0.0311328 | val_loss: 0.0311655 | Time: 2282.93 ms [2021-11-26 03:18:29 main:574] : INFO : Epoch 1683 | loss: 0.0311349 | val_loss: 0.0311619 | Time: 2257.48 ms [2021-11-26 03:18:31 main:574] : INFO : Epoch 1684 | loss: 0.0311335 | val_loss: 0.0311571 | Time: 2281.33 ms [2021-11-26 03:18:34 main:574] : INFO : Epoch 1685 | loss: 0.031134 | val_loss: 0.0311584 | Time: 2274.78 ms [2021-11-26 03:18:36 main:574] : INFO : Epoch 1686 | loss: 0.0311361 | val_loss: 0.0311686 | Time: 2271.57 ms [2021-11-26 03:18:38 main:574] : INFO : Epoch 1687 | loss: 0.0311336 | val_loss: 0.0311552 | Time: 2231.68 ms [2021-11-26 03:18:40 main:574] : INFO : Epoch 1688 | loss: 0.0311343 | val_loss: 0.0311565 | Time: 2273.69 ms [2021-11-26 03:18:43 main:574] : INFO : Epoch 1689 | loss: 0.0311328 | val_loss: 0.0311567 | Time: 2296.53 ms [2021-11-26 03:18:45 main:574] : INFO : Epoch 1690 | loss: 0.031134 | val_loss: 0.0311581 | Time: 2265.77 ms [2021-11-26 03:18:47 main:574] : INFO : Epoch 1691 | loss: 0.0311309 | val_loss: 0.0311645 | Time: 2287.43 ms [2021-11-26 03:18:50 main:574] : INFO : Epoch 1692 | loss: 0.0311282 | val_loss: 0.0311586 | Time: 2287.61 ms [2021-11-26 03:18:52 main:574] : INFO : Epoch 1693 | loss: 0.0311267 | val_loss: 0.0311599 | Time: 2246.37 ms [2021-11-26 03:18:54 main:574] : INFO : Epoch 1694 | loss: 0.0311279 | val_loss: 0.0311564 | Time: 2244.73 ms [2021-11-26 03:18:56 main:574] : INFO : Epoch 1695 | loss: 0.0311231 | val_loss: 0.0311595 | Time: 2290.96 ms [2021-11-26 03:18:59 main:574] : INFO : Epoch 1696 | loss: 0.0311238 | val_loss: 0.0311587 | Time: 2286.33 ms [2021-11-26 03:19:01 main:574] : INFO : Epoch 1697 | loss: 0.0311265 | val_loss: 0.0311704 | Time: 2276.72 ms [2021-11-26 03:19:03 main:574] : INFO : Epoch 1698 | loss: 0.031128 | val_loss: 0.0311575 | Time: 2251.96 ms [2021-11-26 03:19:05 main:574] : INFO : Epoch 1699 | loss: 0.0311268 | val_loss: 0.0311647 | Time: 2258.1 ms [2021-11-26 03:19:08 main:574] : INFO : Epoch 1700 | loss: 0.0311277 | val_loss: 0.031154 | Time: 2235.2 ms [2021-11-26 03:19:10 main:574] : INFO : Epoch 1701 | loss: 0.0311267 | val_loss: 0.0311702 | Time: 2280.98 ms [2021-11-26 03:19:12 main:574] : INFO : Epoch 1702 | loss: 0.0311324 | val_loss: 0.0311565 | Time: 2275.71 ms [2021-11-26 03:19:15 main:574] : INFO : Epoch 1703 | loss: 0.0311275 | val_loss: 0.0311583 | Time: 2256.7 ms [2021-11-26 03:19:17 main:574] : INFO : Epoch 1704 | loss: 0.0311309 | val_loss: 0.0311644 | Time: 2255.03 ms [2021-11-26 03:19:19 main:574] : INFO : Epoch 1705 | loss: 0.0311343 | val_loss: 0.031159 | Time: 2281.47 ms [2021-11-26 03:19:21 main:574] : INFO : Epoch 1706 | loss: 0.0311335 | val_loss: 0.031161 | Time: 2247.89 ms [2021-11-26 03:19:24 main:574] : INFO : Epoch 1707 | loss: 0.031128 | val_loss: 0.0311626 | Time: 2297.37 ms [2021-11-26 03:19:26 main:574] : INFO : Epoch 1708 | loss: 0.03113 | val_loss: 0.0311674 | Time: 2296.11 ms [2021-11-26 03:19:28 main:574] : INFO : Epoch 1709 | loss: 0.0311298 | val_loss: 0.0311696 | Time: 2314.14 ms [2021-11-26 03:19:31 main:574] : INFO : Epoch 1710 | loss: 0.0311252 | val_loss: 0.0311676 | Time: 2279.17 ms [2021-11-26 03:19:33 main:574] : INFO : Epoch 1711 | loss: 0.0311253 | val_loss: 0.0311577 | Time: 2276.05 ms [2021-11-26 03:19:35 main:574] : INFO : Epoch 1712 | loss: 0.0311306 | val_loss: 0.0311657 | Time: 2274.31 ms [2021-11-26 03:19:37 main:574] : INFO : Epoch 1713 | loss: 0.0311295 | val_loss: 0.0311614 | Time: 2249.02 ms [2021-11-26 03:19:40 main:574] : INFO : Epoch 1714 | loss: 0.0311287 | val_loss: 0.0311584 | Time: 2320.75 ms [2021-11-26 03:19:42 main:574] : INFO : Epoch 1715 | loss: 0.0311312 | val_loss: 0.0311798 | Time: 2300.95 ms [2021-11-26 03:19:44 main:574] : INFO : Epoch 1716 | loss: 0.0311373 | val_loss: 0.0311581 | Time: 2318.07 ms [2021-11-26 03:19:47 main:574] : INFO : Epoch 1717 | loss: 0.0311302 | val_loss: 0.0311583 | Time: 2272.86 ms [2021-11-26 03:19:49 main:574] : INFO : Epoch 1718 | loss: 0.0311316 | val_loss: 0.0311585 | Time: 2270.97 ms [2021-11-26 03:19:51 main:574] : INFO : Epoch 1719 | loss: 0.0311309 | val_loss: 0.0311577 | Time: 2287.43 ms [2021-11-26 03:19:53 main:574] : INFO : Epoch 1720 | loss: 0.0311362 | val_loss: 0.0311595 | Time: 2259.36 ms [2021-11-26 03:19:56 main:574] : INFO : Epoch 1721 | loss: 0.031134 | val_loss: 0.0311638 | Time: 2283.02 ms [2021-11-26 03:19:58 main:574] : INFO : Epoch 1722 | loss: 0.0311315 | val_loss: 0.0311635 | Time: 2264.33 ms [2021-11-26 03:20:00 main:574] : INFO : Epoch 1723 | loss: 0.0311287 | val_loss: 0.0311645 | Time: 2256.99 ms [2021-11-26 03:20:02 main:574] : INFO : Epoch 1724 | loss: 0.0311247 | val_loss: 0.0311582 | Time: 2281.79 ms [2021-11-26 03:20:05 main:574] : INFO : Epoch 1725 | loss: 0.0311219 | val_loss: 0.0311593 | Time: 2268.96 ms [2021-11-26 03:20:07 main:574] : INFO : Epoch 1726 | loss: 0.0311263 | val_loss: 0.0311624 | Time: 2289.34 ms [2021-11-26 03:20:09 main:574] : INFO : Epoch 1727 | loss: 0.0311268 | val_loss: 0.0311638 | Time: 2261.68 ms [2021-11-26 03:20:12 main:574] : INFO : Epoch 1728 | loss: 0.031124 | val_loss: 0.0311714 | Time: 2288.23 ms [2021-11-26 03:20:14 main:574] : INFO : Epoch 1729 | loss: 0.0311241 | val_loss: 0.0311679 | Time: 2261.01 ms [2021-11-26 03:20:16 main:574] : INFO : Epoch 1730 | loss: 0.0311267 | val_loss: 0.0311676 | Time: 2260.38 ms [2021-11-26 03:20:18 main:574] : INFO : Epoch 1731 | loss: 0.031124 | val_loss: 0.0311598 | Time: 2265.51 ms [2021-11-26 03:20:21 main:574] : INFO : Epoch 1732 | loss: 0.0311233 | val_loss: 0.0311616 | Time: 2270.42 ms [2021-11-26 03:20:23 main:574] : INFO : Epoch 1733 | loss: 0.0311232 | val_loss: 0.0311614 | Time: 2283.8 ms [2021-11-26 03:20:25 main:574] : INFO : Epoch 1734 | loss: 0.0311249 | val_loss: 0.0311619 | Time: 2319.33 ms [2021-11-26 03:20:28 main:574] : INFO : Epoch 1735 | loss: 0.0311285 | val_loss: 0.0311612 | Time: 2285.79 ms [2021-11-26 03:20:30 main:574] : INFO : Epoch 1736 | loss: 0.0311218 | val_loss: 0.0311575 | Time: 2281.83 ms [2021-11-26 03:20:32 main:574] : INFO : Epoch 1737 | loss: 0.0311213 | val_loss: 0.0311592 | Time: 2282.47 ms [2021-11-26 03:20:34 main:574] : INFO : Epoch 1738 | loss: 0.0311238 | val_loss: 0.0311605 | Time: 2305.12 ms [2021-11-26 03:20:37 main:574] : INFO : Epoch 1739 | loss: 0.0311295 | val_loss: 0.0311674 | Time: 2273.61 ms [2021-11-26 03:20:39 main:574] : INFO : Epoch 1740 | loss: 0.0311265 | val_loss: 0.031163 | Time: 2304.73 ms [2021-11-26 03:20:41 main:574] : INFO : Epoch 1741 | loss: 0.031123 | val_loss: 0.0311687 | Time: 2283.65 ms [2021-11-26 03:20:44 main:574] : INFO : Epoch 1742 | loss: 0.0311247 | val_loss: 0.0311588 | Time: 2261.88 ms [2021-11-26 03:20:46 main:574] : INFO : Epoch 1743 | loss: 0.0311243 | val_loss: 0.0311543 | Time: 2270.88 ms [2021-11-26 03:20:48 main:574] : INFO : Epoch 1744 | loss: 0.0311255 | val_loss: 0.0311642 | Time: 2267.53 ms [2021-11-26 03:20:50 main:574] : INFO : Epoch 1745 | loss: 0.0311284 | val_loss: 0.0311624 | Time: 2274.4 ms [2021-11-26 03:20:53 main:574] : INFO : Epoch 1746 | loss: 0.0311263 | val_loss: 0.031157 | Time: 2270.26 ms [2021-11-26 03:20:55 main:574] : INFO : Epoch 1747 | loss: 0.0311264 | val_loss: 0.0311593 | Time: 2272.96 ms [2021-11-26 03:20:57 main:574] : INFO : Epoch 1748 | loss: 0.0311237 | val_loss: 0.0311608 | Time: 2303.91 ms [2021-11-26 03:21:00 main:574] : INFO : Epoch 1749 | loss: 0.0311231 | val_loss: 0.0311568 | Time: 2295.37 ms [2021-11-26 03:21:02 main:574] : INFO : Epoch 1750 | loss: 0.0311204 | val_loss: 0.0311579 | Time: 2286.69 ms [2021-11-26 03:21:04 main:574] : INFO : Epoch 1751 | loss: 0.0311207 | val_loss: 0.031156 | Time: 2264.76 ms [2021-11-26 03:21:06 main:574] : INFO : Epoch 1752 | loss: 0.0311207 | val_loss: 0.0311605 | Time: 2271.73 ms [2021-11-26 03:21:09 main:574] : INFO : Epoch 1753 | loss: 0.0311258 | val_loss: 0.0311601 | Time: 2294.45 ms [2021-11-26 03:21:11 main:574] : INFO : Epoch 1754 | loss: 0.0311255 | val_loss: 0.0311664 | Time: 2287.87 ms [2021-11-26 03:21:13 main:574] : INFO : Epoch 1755 | loss: 0.0311227 | val_loss: 0.0311576 | Time: 2267.4 ms [2021-11-26 03:21:16 main:574] : INFO : Epoch 1756 | loss: 0.0311202 | val_loss: 0.0311605 | Time: 2259.29 ms [2021-11-26 03:21:18 main:574] : INFO : Epoch 1757 | loss: 0.0311178 | val_loss: 0.0311595 | Time: 2263.45 ms [2021-11-26 03:21:20 main:574] : INFO : Epoch 1758 | loss: 0.031121 | val_loss: 0.0311586 | Time: 2320.66 ms [2021-11-26 03:21:22 main:574] : INFO : Epoch 1759 | loss: 0.0311334 | val_loss: 0.0311691 | Time: 2288.16 ms [2021-11-26 03:21:25 main:574] : INFO : Epoch 1760 | loss: 0.0311229 | val_loss: 0.0311549 | Time: 2271.69 ms [2021-11-26 03:21:27 main:574] : INFO : Epoch 1761 | loss: 0.0311231 | val_loss: 0.0311552 | Time: 2293.7 ms [2021-11-26 03:21:29 main:574] : INFO : Epoch 1762 | loss: 0.0311273 | val_loss: 0.031179 | Time: 2295.45 ms [2021-11-26 03:21:32 main:574] : INFO : Epoch 1763 | loss: 0.0311259 | val_loss: 0.031164 | Time: 2266.17 ms [2021-11-26 03:21:34 main:574] : INFO : Epoch 1764 | loss: 0.0311235 | val_loss: 0.0311512 | Time: 2279.19 ms [2021-11-26 03:21:36 main:574] : INFO : Epoch 1765 | loss: 0.0311228 | val_loss: 0.0311535 | Time: 2274.13 ms [2021-11-26 03:21:38 main:574] : INFO : Epoch 1766 | loss: 0.0311186 | val_loss: 0.031153 | Time: 2273.82 ms [2021-11-26 03:21:41 main:574] : INFO : Epoch 1767 | loss: 0.0311176 | val_loss: 0.0311559 | Time: 2285.16 ms [2021-11-26 03:21:43 main:574] : INFO : Epoch 1768 | loss: 0.0311188 | val_loss: 0.031159 | Time: 2250.24 ms [2021-11-26 03:21:45 main:574] : INFO : Epoch 1769 | loss: 0.0311177 | val_loss: 0.0311562 | Time: 2269.63 ms [2021-11-26 03:21:48 main:574] : INFO : Epoch 1770 | loss: 0.0311184 | val_loss: 0.0311588 | Time: 2294.07 ms [2021-11-26 03:21:50 main:574] : INFO : Epoch 1771 | loss: 0.0311201 | val_loss: 0.0311572 | Time: 2261.51 ms [2021-11-26 03:21:52 main:574] : INFO : Epoch 1772 | loss: 0.0311191 | val_loss: 0.0311571 | Time: 2302.96 ms [2021-11-26 03:21:54 main:574] : INFO : Epoch 1773 | loss: 0.0311196 | val_loss: 0.0311618 | Time: 2284.25 ms [2021-11-26 03:21:57 main:574] : INFO : Epoch 1774 | loss: 0.0311213 | val_loss: 0.0311582 | Time: 2285.42 ms [2021-11-26 03:21:59 main:574] : INFO : Epoch 1775 | loss: 0.0311164 | val_loss: 0.0311625 | Time: 2277.77 ms [2021-11-26 03:22:01 main:574] : INFO : Epoch 1776 | loss: 0.0311158 | val_loss: 0.0311541 | Time: 2291.12 ms [2021-11-26 03:22:03 main:574] : INFO : Epoch 1777 | loss: 0.031117 | val_loss: 0.0311592 | Time: 2255.41 ms [2021-11-26 03:22:06 main:574] : INFO : Epoch 1778 | loss: 0.0311175 | val_loss: 0.0311568 | Time: 2291.56 ms [2021-11-26 03:22:08 main:574] : INFO : Epoch 1779 | loss: 0.0311171 | val_loss: 0.031169 | Time: 2266.45 ms [2021-11-26 03:22:10 main:574] : INFO : Epoch 1780 | loss: 0.0311186 | val_loss: 0.0311598 | Time: 2267.57 ms [2021-11-26 03:22:13 main:574] : INFO : Epoch 1781 | loss: 0.0311138 | val_loss: 0.0311566 | Time: 2275.71 ms [2021-11-26 03:22:15 main:574] : INFO : Epoch 1782 | loss: 0.0311197 | val_loss: 0.0311603 | Time: 2306.38 ms [2021-11-26 03:22:17 main:574] : INFO : Epoch 1783 | loss: 0.0311179 | val_loss: 0.0311619 | Time: 2252.81 ms [2021-11-26 03:22:19 main:574] : INFO : Epoch 1784 | loss: 0.03112 | val_loss: 0.0311599 | Time: 2269.51 ms [2021-11-26 03:22:22 main:574] : INFO : Epoch 1785 | loss: 0.0311182 | val_loss: 0.0311596 | Time: 2285.94 ms [2021-11-26 03:22:24 main:574] : INFO : Epoch 1786 | loss: 0.0311216 | val_loss: 0.0311551 | Time: 2299.72 ms [2021-11-26 03:22:26 main:574] : INFO : Epoch 1787 | loss: 0.0311273 | val_loss: 0.0311568 | Time: 2271.11 ms [2021-11-26 03:22:29 main:574] : INFO : Epoch 1788 | loss: 0.0311234 | val_loss: 0.0311551 | Time: 2299.44 ms [2021-11-26 03:22:31 main:574] : INFO : Epoch 1789 | loss: 0.0311213 | val_loss: 0.0311666 | Time: 2272.89 ms [2021-11-26 03:22:33 main:574] : INFO : Epoch 1790 | loss: 0.0311237 | val_loss: 0.0311653 | Time: 2294 ms [2021-11-26 03:22:35 main:574] : INFO : Epoch 1791 | loss: 0.0311194 | val_loss: 0.0311619 | Time: 2290.35 ms [2021-11-26 03:22:38 main:574] : INFO : Epoch 1792 | loss: 0.0311173 | val_loss: 0.0311605 | Time: 2273.41 ms [2021-11-26 03:22:40 main:574] : INFO : Epoch 1793 | loss: 0.0311185 | val_loss: 0.031154 | Time: 2266.33 ms [2021-11-26 03:22:42 main:574] : INFO : Epoch 1794 | loss: 0.0311253 | val_loss: 0.0311623 | Time: 2316.33 ms [2021-11-26 03:22:45 main:574] : INFO : Epoch 1795 | loss: 0.03112 | val_loss: 0.0311559 | Time: 2269.85 ms [2021-11-26 03:22:47 main:574] : INFO : Epoch 1796 | loss: 0.0311195 | val_loss: 0.0311591 | Time: 2266.45 ms [2021-11-26 03:22:49 main:574] : INFO : Epoch 1797 | loss: 0.0311157 | val_loss: 0.0311616 | Time: 2255.92 ms [2021-11-26 03:22:51 main:574] : INFO : Epoch 1798 | loss: 0.0311177 | val_loss: 0.0311562 | Time: 2281.63 ms [2021-11-26 03:22:54 main:574] : INFO : Epoch 1799 | loss: 0.0311171 | val_loss: 0.0311582 | Time: 2263.62 ms [2021-11-26 03:22:56 main:574] : INFO : Epoch 1800 | loss: 0.0311172 | val_loss: 0.0311604 | Time: 2322.7 ms [2021-11-26 03:22:58 main:574] : INFO : Epoch 1801 | loss: 0.031115 | val_loss: 0.0311586 | Time: 2275.27 ms [2021-11-26 03:23:01 main:574] : INFO : Epoch 1802 | loss: 0.0311153 | val_loss: 0.0311573 | Time: 2274.37 ms [2021-11-26 03:23:03 main:574] : INFO : Epoch 1803 | loss: 0.0311121 | val_loss: 0.031164 | Time: 2255.13 ms [2021-11-26 03:23:05 main:574] : INFO : Epoch 1804 | loss: 0.031118 | val_loss: 0.0311619 | Time: 2309.18 ms [2021-11-26 03:23:07 main:574] : INFO : Epoch 1805 | loss: 0.0311168 | val_loss: 0.0311694 | Time: 2232.57 ms [2021-11-26 03:23:10 main:574] : INFO : Epoch 1806 | loss: 0.0311191 | val_loss: 0.0311602 | Time: 2308.74 ms [2021-11-26 03:23:12 main:574] : INFO : Epoch 1807 | loss: 0.0311186 | val_loss: 0.0311635 | Time: 2268.78 ms [2021-11-26 03:23:14 main:574] : INFO : Epoch 1808 | loss: 0.0311165 | val_loss: 0.0311575 | Time: 2277.77 ms [2021-11-26 03:23:17 main:574] : INFO : Epoch 1809 | loss: 0.0311122 | val_loss: 0.0311606 | Time: 2289.81 ms [2021-11-26 03:23:19 main:574] : INFO : Epoch 1810 | loss: 0.0311186 | val_loss: 0.0311916 | Time: 2274.05 ms [2021-11-26 03:23:21 main:574] : INFO : Epoch 1811 | loss: 0.0311241 | val_loss: 0.0311585 | Time: 2285.91 ms [2021-11-26 03:23:23 main:574] : INFO : Epoch 1812 | loss: 0.0311416 | val_loss: 0.0320379 | Time: 2318 ms [2021-11-26 03:23:26 main:574] : INFO : Epoch 1813 | loss: 0.041165 | val_loss: 0.0344721 | Time: 2265.15 ms [2021-11-26 03:23:28 main:574] : INFO : Epoch 1814 | loss: 0.0335663 | val_loss: 0.0323278 | Time: 2256.37 ms [2021-11-26 03:23:30 main:574] : INFO : Epoch 1815 | loss: 0.0316018 | val_loss: 0.0313997 | Time: 2283.54 ms [2021-11-26 03:23:33 main:574] : INFO : Epoch 1816 | loss: 0.0313 | val_loss: 0.0312692 | Time: 2239.21 ms [2021-11-26 03:23:35 main:574] : INFO : Epoch 1817 | loss: 0.031257 | val_loss: 0.0312517 | Time: 2296.76 ms [2021-11-26 03:23:37 main:574] : INFO : Epoch 1818 | loss: 0.0312492 | val_loss: 0.0312476 | Time: 2307.92 ms [2021-11-26 03:23:39 main:574] : INFO : Epoch 1819 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 2248.04 ms [2021-11-26 03:23:42 main:574] : INFO : Epoch 1820 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 2262.16 ms [2021-11-26 03:23:44 main:574] : INFO : Epoch 1821 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2276.82 ms [2021-11-26 03:23:46 main:574] : INFO : Epoch 1822 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 2311.98 ms [2021-11-26 03:23:49 main:574] : INFO : Epoch 1823 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 2273.48 ms [2021-11-26 03:23:51 main:574] : INFO : Epoch 1824 | loss: 0.0312445 | val_loss: 0.0312437 | Time: 2286.55 ms [2021-11-26 03:23:53 main:574] : INFO : Epoch 1825 | loss: 0.0312434 | val_loss: 0.031243 | Time: 2268.49 ms [2021-11-26 03:23:55 main:574] : INFO : Epoch 1826 | loss: 0.0312433 | val_loss: 0.0312422 | Time: 2273.6 ms [2021-11-26 03:23:58 main:574] : INFO : Epoch 1827 | loss: 0.0312418 | val_loss: 0.0312407 | Time: 2281.04 ms [2021-11-26 03:24:00 main:574] : INFO : Epoch 1828 | loss: 0.0312402 | val_loss: 0.031239 | Time: 2294.41 ms [2021-11-26 03:24:02 main:574] : INFO : Epoch 1829 | loss: 0.0312385 | val_loss: 0.0312368 | Time: 2263.77 ms [2021-11-26 03:24:04 main:574] : INFO : Epoch 1830 | loss: 0.0312367 | val_loss: 0.0312349 | Time: 2274.5 ms [2021-11-26 03:24:07 main:574] : INFO : Epoch 1831 | loss: 0.0312345 | val_loss: 0.0312329 | Time: 2303.09 ms [2021-11-26 03:24:09 main:574] : INFO : Epoch 1832 | loss: 0.0312334 | val_loss: 0.031233 | Time: 2252.62 ms [2021-11-26 03:24:11 main:574] : INFO : Epoch 1833 | loss: 0.0312316 | val_loss: 0.0312301 | Time: 2297.99 ms [2021-11-26 03:24:14 main:574] : INFO : Epoch 1834 | loss: 0.0312303 | val_loss: 0.0312283 | Time: 2283.21 ms [2021-11-26 03:24:16 main:574] : INFO : Epoch 1835 | loss: 0.031228 | val_loss: 0.0312258 | Time: 2273.01 ms [2021-11-26 03:24:18 main:574] : INFO : Epoch 1836 | loss: 0.0312259 | val_loss: 0.0312235 | Time: 2278.46 ms [2021-11-26 03:24:20 main:574] : INFO : Epoch 1837 | loss: 0.0312243 | val_loss: 0.031222 | Time: 2274.07 ms [2021-11-26 03:24:23 main:574] : INFO : Epoch 1838 | loss: 0.0312231 | val_loss: 0.0312211 | Time: 2265.95 ms [2021-11-26 03:24:25 main:574] : INFO : Epoch 1839 | loss: 0.0312203 | val_loss: 0.0312185 | Time: 2310.2 ms [2021-11-26 03:24:27 main:574] : INFO : Epoch 1840 | loss: 0.0312176 | val_loss: 0.0312159 | Time: 2264.85 ms [2021-11-26 03:24:30 main:574] : INFO : Epoch 1841 | loss: 0.0312171 | val_loss: 0.0312114 | Time: 2275.67 ms [2021-11-26 03:24:32 main:574] : INFO : Epoch 1842 | loss: 0.031212 | val_loss: 0.031208 | Time: 2279.66 ms [2021-11-26 03:24:34 main:574] : INFO : Epoch 1843 | loss: 0.031208 | val_loss: 0.031203 | Time: 2277.75 ms [2021-11-26 03:24:36 main:574] : INFO : Epoch 1844 | loss: 0.0312033 | val_loss: 0.0311992 | Time: 2303.07 ms [2021-11-26 03:24:39 main:574] : INFO : Epoch 1845 | loss: 0.0312014 | val_loss: 0.0311974 | Time: 2308.56 ms [2021-11-26 03:24:41 main:574] : INFO : Epoch 1846 | loss: 0.0312 | val_loss: 0.0311982 | Time: 2277.26 ms [2021-11-26 03:24:43 main:574] : INFO : Epoch 1847 | loss: 0.0311976 | val_loss: 0.0311949 | Time: 2285.5 ms [2021-11-26 03:24:46 main:574] : INFO : Epoch 1848 | loss: 0.0311971 | val_loss: 0.0311942 | Time: 2306.75 ms [2021-11-26 03:24:48 main:574] : INFO : Epoch 1849 | loss: 0.0311951 | val_loss: 0.0311913 | Time: 2294.54 ms [2021-11-26 03:24:50 main:574] : INFO : Epoch 1850 | loss: 0.0311935 | val_loss: 0.0311921 | Time: 2282.01 ms [2021-11-26 03:24:53 main:574] : INFO : Epoch 1851 | loss: 0.031193 | val_loss: 0.0311884 | Time: 2250.08 ms [2021-11-26 03:24:55 main:574] : INFO : Epoch 1852 | loss: 0.0311915 | val_loss: 0.0311877 | Time: 2283.57 ms [2021-11-26 03:24:57 main:574] : INFO : Epoch 1853 | loss: 0.0311921 | val_loss: 0.0311884 | Time: 2280.44 ms [2021-11-26 03:24:59 main:574] : INFO : Epoch 1854 | loss: 0.0311902 | val_loss: 0.0311876 | Time: 2330.14 ms [2021-11-26 03:25:02 main:574] : INFO : Epoch 1855 | loss: 0.031189 | val_loss: 0.0311857 | Time: 2258.05 ms [2021-11-26 03:25:04 main:574] : INFO : Epoch 1856 | loss: 0.0311885 | val_loss: 0.0311847 | Time: 2295.76 ms [2021-11-26 03:25:06 main:574] : INFO : Epoch 1857 | loss: 0.0311882 | val_loss: 0.0311844 | Time: 2264.83 ms [2021-11-26 03:25:09 main:574] : INFO : Epoch 1858 | loss: 0.0311883 | val_loss: 0.0311881 | Time: 2270.85 ms [2021-11-26 03:25:11 main:574] : INFO : Epoch 1859 | loss: 0.0311885 | val_loss: 0.0311838 | Time: 2267.48 ms [2021-11-26 03:25:13 main:574] : INFO : Epoch 1860 | loss: 0.0311871 | val_loss: 0.0311844 | Time: 2270.35 ms [2021-11-26 03:25:15 main:574] : INFO : Epoch 1861 | loss: 0.031188 | val_loss: 0.0311889 | Time: 2263.42 ms [2021-11-26 03:25:18 main:574] : INFO : Epoch 1862 | loss: 0.0311872 | val_loss: 0.031184 | Time: 2316.04 ms [2021-11-26 03:25:20 main:574] : INFO : Epoch 1863 | loss: 0.0311862 | val_loss: 0.031184 | Time: 2308.71 ms [2021-11-26 03:25:22 main:574] : INFO : Epoch 1864 | loss: 0.0311852 | val_loss: 0.0311829 | Time: 2280.65 ms [2021-11-26 03:25:25 main:574] : INFO : Epoch 1865 | loss: 0.0311868 | val_loss: 0.0311918 | Time: 2279.17 ms [2021-11-26 03:25:27 main:574] : INFO : Epoch 1866 | loss: 0.0311884 | val_loss: 0.0311882 | Time: 2298.41 ms [2021-11-26 03:25:29 main:574] : INFO : Epoch 1867 | loss: 0.0311863 | val_loss: 0.0311824 | Time: 2288.09 ms [2021-11-26 03:25:31 main:574] : INFO : Epoch 1868 | loss: 0.0311871 | val_loss: 0.0311835 | Time: 2241.14 ms [2021-11-26 03:25:34 main:574] : INFO : Epoch 1869 | loss: 0.0311873 | val_loss: 0.0311884 | Time: 2290.69 ms [2021-11-26 03:25:36 main:574] : INFO : Epoch 1870 | loss: 0.0311834 | val_loss: 0.0311804 | Time: 2295.13 ms [2021-11-26 03:25:38 main:574] : INFO : Epoch 1871 | loss: 0.0311827 | val_loss: 0.0311814 | Time: 2300.95 ms [2021-11-26 03:25:41 main:574] : INFO : Epoch 1872 | loss: 0.031179 | val_loss: 0.0311778 | Time: 2288.61 ms [2021-11-26 03:25:43 main:574] : INFO : Epoch 1873 | loss: 0.0311787 | val_loss: 0.0311762 | Time: 2288.22 ms [2021-11-26 03:25:45 main:574] : INFO : Epoch 1874 | loss: 0.0311755 | val_loss: 0.0311744 | Time: 2279.28 ms [2021-11-26 03:25:47 main:574] : INFO : Epoch 1875 | loss: 0.0311733 | val_loss: 0.0311716 | Time: 2303.49 ms [2021-11-26 03:25:50 main:574] : INFO : Epoch 1876 | loss: 0.0311705 | val_loss: 0.0311737 | Time: 2247.63 ms [2021-11-26 03:25:52 main:574] : INFO : Epoch 1877 | loss: 0.0311727 | val_loss: 0.0311729 | Time: 2270.28 ms [2021-11-26 03:25:54 main:574] : INFO : Epoch 1878 | loss: 0.0311756 | val_loss: 0.0311717 | Time: 2269.42 ms [2021-11-26 03:25:57 main:574] : INFO : Epoch 1879 | loss: 0.0311737 | val_loss: 0.0311729 | Time: 2287.52 ms [2021-11-26 03:25:59 main:574] : INFO : Epoch 1880 | loss: 0.0311669 | val_loss: 0.0311664 | Time: 2275.1 ms [2021-11-26 03:26:01 main:574] : INFO : Epoch 1881 | loss: 0.0311638 | val_loss: 0.0311668 | Time: 2269.79 ms [2021-11-26 03:26:03 main:574] : INFO : Epoch 1882 | loss: 0.0311649 | val_loss: 0.0311816 | Time: 2241.54 ms [2021-11-26 03:26:06 main:574] : INFO : Epoch 1883 | loss: 0.0311687 | val_loss: 0.0311673 | Time: 2272.91 ms [2021-11-26 03:26:08 main:574] : INFO : Epoch 1884 | loss: 0.0311648 | val_loss: 0.0311656 | Time: 2295.11 ms [2021-11-26 03:26:10 main:574] : INFO : Epoch 1885 | loss: 0.0311668 | val_loss: 0.031172 | Time: 2236.29 ms [2021-11-26 03:26:12 main:574] : INFO : Epoch 1886 | loss: 0.0311664 | val_loss: 0.0311656 | Time: 2285.7 ms [2021-11-26 03:26:15 main:574] : INFO : Epoch 1887 | loss: 0.0311616 | val_loss: 0.0311741 | Time: 2254.36 ms [2021-11-26 03:26:17 main:574] : INFO : Epoch 1888 | loss: 0.0311672 | val_loss: 0.0311672 | Time: 2292.29 ms [2021-11-26 03:26:19 main:574] : INFO : Epoch 1889 | loss: 0.0311691 | val_loss: 0.0311663 | Time: 2283.74 ms [2021-11-26 03:26:22 main:574] : INFO : Epoch 1890 | loss: 0.0311641 | val_loss: 0.0311627 | Time: 2288.31 ms [2021-11-26 03:26:24 main:574] : INFO : Epoch 1891 | loss: 0.0311596 | val_loss: 0.0311648 | Time: 2263.19 ms [2021-11-26 03:26:26 main:574] : INFO : Epoch 1892 | loss: 0.0311598 | val_loss: 0.031164 | Time: 2307.85 ms [2021-11-26 03:26:28 main:574] : INFO : Epoch 1893 | loss: 0.0311627 | val_loss: 0.0311619 | Time: 2308.61 ms [2021-11-26 03:26:31 main:574] : INFO : Epoch 1894 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 2280.18 ms [2021-11-26 03:26:33 main:574] : INFO : Epoch 1895 | loss: 0.0311635 | val_loss: 0.0311615 | Time: 2255.53 ms [2021-11-26 03:26:35 main:574] : INFO : Epoch 1896 | loss: 0.0311621 | val_loss: 0.0311609 | Time: 2269.59 ms [2021-11-26 03:26:38 main:574] : INFO : Epoch 1897 | loss: 0.0311584 | val_loss: 0.0311603 | Time: 2273.49 ms [2021-11-26 03:26:40 main:574] : INFO : Epoch 1898 | loss: 0.0311579 | val_loss: 0.0311609 | Time: 2255.55 ms [2021-11-26 03:26:42 main:574] : INFO : Epoch 1899 | loss: 0.0311588 | val_loss: 0.031165 | Time: 2312.82 ms [2021-11-26 03:26:44 main:574] : INFO : Epoch 1900 | loss: 0.0311596 | val_loss: 0.031163 | Time: 2298.9 ms [2021-11-26 03:26:47 main:574] : INFO : Epoch 1901 | loss: 0.0311567 | val_loss: 0.0311593 | Time: 2274.06 ms [2021-11-26 03:26:49 main:574] : INFO : Epoch 1902 | loss: 0.0311567 | val_loss: 0.0311595 | Time: 2291.73 ms [2021-11-26 03:26:51 main:574] : INFO : Epoch 1903 | loss: 0.0311563 | val_loss: 0.0311583 | Time: 2298.01 ms [2021-11-26 03:26:54 main:574] : INFO : Epoch 1904 | loss: 0.0311555 | val_loss: 0.0311595 | Time: 2280.95 ms [2021-11-26 03:26:56 main:574] : INFO : Epoch 1905 | loss: 0.0311551 | val_loss: 0.0311599 | Time: 2245.5 ms [2021-11-26 03:26:58 main:574] : INFO : Epoch 1906 | loss: 0.0311571 | val_loss: 0.0311594 | Time: 2302.46 ms [2021-11-26 03:27:00 main:574] : INFO : Epoch 1907 | loss: 0.0311644 | val_loss: 0.0311628 | Time: 2259.54 ms [2021-11-26 03:27:03 main:574] : INFO : Epoch 1908 | loss: 0.0311593 | val_loss: 0.0311638 | Time: 2308.04 ms [2021-11-26 03:27:05 main:574] : INFO : Epoch 1909 | loss: 0.0311566 | val_loss: 0.0311619 | Time: 2278.76 ms [2021-11-26 03:27:07 main:574] : INFO : Epoch 1910 | loss: 0.0311597 | val_loss: 0.0311645 | Time: 2282.87 ms [2021-11-26 03:27:10 main:574] : INFO : Epoch 1911 | loss: 0.0311574 | val_loss: 0.0311701 | Time: 2254.17 ms [2021-11-26 03:27:12 main:574] : INFO : Epoch 1912 | loss: 0.031162 | val_loss: 0.0311596 | Time: 2247.26 ms [2021-11-26 03:27:14 main:574] : INFO : Epoch 1913 | loss: 0.0311558 | val_loss: 0.031162 | Time: 2282.66 ms [2021-11-26 03:27:16 main:574] : INFO : Epoch 1914 | loss: 0.0311563 | val_loss: 0.0311626 | Time: 2246.16 ms [2021-11-26 03:27:19 main:574] : INFO : Epoch 1915 | loss: 0.0311535 | val_loss: 0.0311577 | Time: 2299.48 ms [2021-11-26 03:27:21 main:574] : INFO : Epoch 1916 | loss: 0.0311568 | val_loss: 0.0311678 | Time: 2265.97 ms [2021-11-26 03:27:23 main:574] : INFO : Epoch 1917 | loss: 0.0311571 | val_loss: 0.0311789 | Time: 2290.24 ms [2021-11-26 03:27:25 main:574] : INFO : Epoch 1918 | loss: 0.0311643 | val_loss: 0.0311626 | Time: 2258.78 ms [2021-11-26 03:27:28 main:574] : INFO : Epoch 1919 | loss: 0.0311569 | val_loss: 0.0311599 | Time: 2260.99 ms [2021-11-26 03:27:30 main:574] : INFO : Epoch 1920 | loss: 0.031151 | val_loss: 0.0311557 | Time: 2285.46 ms [2021-11-26 03:27:32 main:574] : INFO : Epoch 1921 | loss: 0.0311526 | val_loss: 0.0311557 | Time: 2236.17 ms [2021-11-26 03:27:34 main:574] : INFO : Epoch 1922 | loss: 0.0311513 | val_loss: 0.0311555 | Time: 2254.73 ms [2021-11-26 03:27:37 main:574] : INFO : Epoch 1923 | loss: 0.0311489 | val_loss: 0.0311573 | Time: 2271.52 ms [2021-11-26 03:27:39 main:574] : INFO : Epoch 1924 | loss: 0.0311489 | val_loss: 0.0311561 | Time: 2260.27 ms [2021-11-26 03:27:41 main:574] : INFO : Epoch 1925 | loss: 0.0311483 | val_loss: 0.0311554 | Time: 2256.23 ms [2021-11-26 03:27:44 main:574] : INFO : Epoch 1926 | loss: 0.0311452 | val_loss: 0.0311535 | Time: 2263.68 ms [2021-11-26 03:27:46 main:574] : INFO : Epoch 1927 | loss: 0.0311457 | val_loss: 0.0311576 | Time: 2292.12 ms [2021-11-26 03:27:48 main:574] : INFO : Epoch 1928 | loss: 0.0311442 | val_loss: 0.0311547 | Time: 2259.76 ms [2021-11-26 03:27:50 main:574] : INFO : Epoch 1929 | loss: 0.0311486 | val_loss: 0.0311553 | Time: 2275.51 ms [2021-11-26 03:27:53 main:574] : INFO : Epoch 1930 | loss: 0.0311499 | val_loss: 0.0311544 | Time: 2280.73 ms [2021-11-26 03:27:55 main:574] : INFO : Epoch 1931 | loss: 0.031144 | val_loss: 0.0311531 | Time: 2296.47 ms [2021-11-26 03:27:57 main:574] : INFO : Epoch 1932 | loss: 0.0311471 | val_loss: 0.0311513 | Time: 2295.55 ms [2021-11-26 03:28:00 main:574] : INFO : Epoch 1933 | loss: 0.0311451 | val_loss: 0.0311529 | Time: 2284.4 ms [2021-11-26 03:28:02 main:574] : INFO : Epoch 1934 | loss: 0.031145 | val_loss: 0.0311494 | Time: 2285.94 ms [2021-11-26 03:28:04 main:574] : INFO : Epoch 1935 | loss: 0.0311387 | val_loss: 0.0311485 | Time: 2278.85 ms [2021-11-26 03:28:06 main:574] : INFO : Epoch 1936 | loss: 0.0311392 | val_loss: 0.0311512 | Time: 2292.68 ms [2021-11-26 03:28:09 main:574] : INFO : Epoch 1937 | loss: 0.0311421 | val_loss: 0.0311487 | Time: 2284.69 ms [2021-11-26 03:28:11 main:574] : INFO : Epoch 1938 | loss: 0.03114 | val_loss: 0.0311477 | Time: 2271.77 ms [2021-11-26 03:28:13 main:574] : INFO : Epoch 1939 | loss: 0.031136 | val_loss: 0.031155 | Time: 2264.92 ms [2021-11-26 03:28:16 main:574] : INFO : Epoch 1940 | loss: 0.0311367 | val_loss: 0.0311521 | Time: 2281.59 ms [2021-11-26 03:28:18 main:574] : INFO : Epoch 1941 | loss: 0.0311805 | val_loss: 0.0312137 | Time: 2271.67 ms [2021-11-26 03:28:20 main:574] : INFO : Epoch 1942 | loss: 0.0311812 | val_loss: 0.0312033 | Time: 2306.89 ms [2021-11-26 03:28:22 main:574] : INFO : Epoch 1943 | loss: 0.0311556 | val_loss: 0.0311543 | Time: 2298.12 ms [2021-11-26 03:28:25 main:574] : INFO : Epoch 1944 | loss: 0.0311405 | val_loss: 0.031157 | Time: 2266.89 ms [2021-11-26 03:28:27 main:574] : INFO : Epoch 1945 | loss: 0.0311376 | val_loss: 0.0311511 | Time: 2280 ms [2021-11-26 03:28:29 main:574] : INFO : Epoch 1946 | loss: 0.0311392 | val_loss: 0.0311599 | Time: 2292.79 ms [2021-11-26 03:28:32 main:574] : INFO : Epoch 1947 | loss: 0.0311335 | val_loss: 0.0311482 | Time: 2285.27 ms [2021-11-26 03:28:34 main:574] : INFO : Epoch 1948 | loss: 0.0311318 | val_loss: 0.0311481 | Time: 2254.11 ms [2021-11-26 03:28:36 main:574] : INFO : Epoch 1949 | loss: 0.0311311 | val_loss: 0.0311494 | Time: 2254.88 ms [2021-11-26 03:28:38 main:574] : INFO : Epoch 1950 | loss: 0.0311331 | val_loss: 0.0311864 | Time: 2295.23 ms [2021-11-26 03:28:41 main:574] : INFO : Epoch 1951 | loss: 0.0311401 | val_loss: 0.0311767 | Time: 2317.24 ms [2021-11-26 03:28:43 main:574] : INFO : Epoch 1952 | loss: 0.0311358 | val_loss: 0.0311518 | Time: 2294.84 ms [2021-11-26 03:28:45 main:574] : INFO : Epoch 1953 | loss: 0.0311301 | val_loss: 0.0311532 | Time: 2266.2 ms [2021-11-26 03:28:48 main:574] : INFO : Epoch 1954 | loss: 0.0311315 | val_loss: 0.031146 | Time: 2275.4 ms [2021-11-26 03:28:50 main:574] : INFO : Epoch 1955 | loss: 0.0311302 | val_loss: 0.0311497 | Time: 2281.95 ms [2021-11-26 03:28:52 main:574] : INFO : Epoch 1956 | loss: 0.0311337 | val_loss: 0.0311662 | Time: 2282.13 ms [2021-11-26 03:28:54 main:574] : INFO : Epoch 1957 | loss: 0.031134 | val_loss: 0.0311515 | Time: 2282.47 ms [2021-11-26 03:28:57 main:574] : INFO : Epoch 1958 | loss: 0.0311327 | val_loss: 0.03115 | Time: 2270.17 ms [2021-11-26 03:28:59 main:574] : INFO : Epoch 1959 | loss: 0.0311291 | val_loss: 0.0311457 | Time: 2286.22 ms [2021-11-26 03:29:01 main:574] : INFO : Epoch 1960 | loss: 0.0311276 | val_loss: 0.0311459 | Time: 2271.36 ms [2021-11-26 03:29:04 main:574] : INFO : Epoch 1961 | loss: 0.0311283 | val_loss: 0.0311454 | Time: 2261.46 ms [2021-11-26 03:29:06 main:574] : INFO : Epoch 1962 | loss: 0.0311266 | val_loss: 0.031146 | Time: 2302.49 ms [2021-11-26 03:29:08 main:574] : INFO : Epoch 1963 | loss: 0.0311275 | val_loss: 0.0311467 | Time: 2297.86 ms [2021-11-26 03:29:10 main:574] : INFO : Epoch 1964 | loss: 0.0311249 | val_loss: 0.0311462 | Time: 2303.61 ms [2021-11-26 03:29:13 main:574] : INFO : Epoch 1965 | loss: 0.0311232 | val_loss: 0.0311479 | Time: 2274.16 ms [2021-11-26 03:29:15 main:574] : INFO : Epoch 1966 | loss: 0.0311235 | val_loss: 0.0311432 | Time: 2307.64 ms [2021-11-26 03:29:17 main:574] : INFO : Epoch 1967 | loss: 0.0311247 | val_loss: 0.0311456 | Time: 2277.7 ms [2021-11-26 03:29:20 main:574] : INFO : Epoch 1968 | loss: 0.0311254 | val_loss: 0.031145 | Time: 2278.23 ms [2021-11-26 03:29:22 main:574] : INFO : Epoch 1969 | loss: 0.0311227 | val_loss: 0.0311497 | Time: 2289.26 ms [2021-11-26 03:29:24 main:574] : INFO : Epoch 1970 | loss: 0.031126 | val_loss: 0.03115 | Time: 2297.73 ms [2021-11-26 03:29:26 main:574] : INFO : Epoch 1971 | loss: 0.0311212 | val_loss: 0.0311469 | Time: 2295.33 ms [2021-11-26 03:29:29 main:574] : INFO : Epoch 1972 | loss: 0.0311244 | val_loss: 0.0311441 | Time: 2288.62 ms [2021-11-26 03:29:31 main:574] : INFO : Epoch 1973 | loss: 0.0311266 | val_loss: 0.0311427 | Time: 2296.16 ms [2021-11-26 03:29:33 main:574] : INFO : Epoch 1974 | loss: 0.0311276 | val_loss: 0.0311407 | Time: 2281.54 ms [2021-11-26 03:29:36 main:574] : INFO : Epoch 1975 | loss: 0.031122 | val_loss: 0.0311436 | Time: 2270.4 ms [2021-11-26 03:29:38 main:574] : INFO : Epoch 1976 | loss: 0.031123 | val_loss: 0.0311431 | Time: 2273.7 ms [2021-11-26 03:29:40 main:574] : INFO : Epoch 1977 | loss: 0.0311225 | val_loss: 0.0311432 | Time: 2283.7 ms [2021-11-26 03:29:43 main:574] : INFO : Epoch 1978 | loss: 0.0311224 | val_loss: 0.0311406 | Time: 2294.66 ms [2021-11-26 03:29:45 main:574] : INFO : Epoch 1979 | loss: 0.0311266 | val_loss: 0.0311465 | Time: 2260.34 ms [2021-11-26 03:29:47 main:574] : INFO : Epoch 1980 | loss: 0.0311337 | val_loss: 0.0311398 | Time: 2300.05 ms [2021-11-26 03:29:49 main:574] : INFO : Epoch 1981 | loss: 0.0311292 | val_loss: 0.031143 | Time: 2287 ms [2021-11-26 03:29:52 main:574] : INFO : Epoch 1982 | loss: 0.0311247 | val_loss: 0.0311452 | Time: 2318.93 ms [2021-11-26 03:29:54 main:574] : INFO : Epoch 1983 | loss: 0.0311272 | val_loss: 0.031146 | Time: 2247.78 ms [2021-11-26 03:29:56 main:574] : INFO : Epoch 1984 | loss: 0.0311321 | val_loss: 0.0311503 | Time: 2287.81 ms [2021-11-26 03:29:59 main:574] : INFO : Epoch 1985 | loss: 0.0311296 | val_loss: 0.0311548 | Time: 2282.56 ms [2021-11-26 03:30:01 main:574] : INFO : Epoch 1986 | loss: 0.031127 | val_loss: 0.031138 | Time: 2298.22 ms [2021-11-26 03:30:03 main:574] : INFO : Epoch 1987 | loss: 0.0311197 | val_loss: 0.0311366 | Time: 2315.51 ms [2021-11-26 03:30:05 main:574] : INFO : Epoch 1988 | loss: 0.0311195 | val_loss: 0.0311406 | Time: 2285.91 ms [2021-11-26 03:30:08 main:574] : INFO : Epoch 1989 | loss: 0.0311193 | val_loss: 0.0311386 | Time: 2267.09 ms [2021-11-26 03:30:10 main:574] : INFO : Epoch 1990 | loss: 0.0311182 | val_loss: 0.0311386 | Time: 2291.18 ms [2021-11-26 03:30:12 main:574] : INFO : Epoch 1991 | loss: 0.0311211 | val_loss: 0.0311371 | Time: 2285.5 ms [2021-11-26 03:30:15 main:574] : INFO : Epoch 1992 | loss: 0.0311198 | val_loss: 0.0311402 | Time: 2259.99 ms [2021-11-26 03:30:17 main:574] : INFO : Epoch 1993 | loss: 0.0311195 | val_loss: 0.0311366 | Time: 2262.96 ms [2021-11-26 03:30:19 main:574] : INFO : Epoch 1994 | loss: 0.0311197 | val_loss: 0.0311398 | Time: 2259.56 ms [2021-11-26 03:30:21 main:574] : INFO : Epoch 1995 | loss: 0.0311203 | val_loss: 0.0311382 | Time: 2249.39 ms [2021-11-26 03:30:24 main:574] : INFO : Epoch 1996 | loss: 0.0311186 | val_loss: 0.0311396 | Time: 2282.11 ms [2021-11-26 03:30:26 main:574] : INFO : Epoch 1997 | loss: 0.0311173 | val_loss: 0.0311389 | Time: 2246.24 ms [2021-11-26 03:30:28 main:574] : INFO : Epoch 1998 | loss: 0.0311137 | val_loss: 0.0311369 | Time: 2285.93 ms [2021-11-26 03:30:30 main:574] : INFO : Epoch 1999 | loss: 0.0311152 | val_loss: 0.0311388 | Time: 2280.33 ms [2021-11-26 03:30:33 main:574] : INFO : Epoch 2000 | loss: 0.0311167 | val_loss: 0.0311365 | Time: 2321.09 ms [2021-11-26 03:30:35 main:574] : INFO : Epoch 2001 | loss: 0.0311166 | val_loss: 0.0311351 | Time: 2254.54 ms [2021-11-26 03:30:37 main:574] : INFO : Epoch 2002 | loss: 0.0311204 | val_loss: 0.0311385 | Time: 2247.32 ms [2021-11-26 03:30:40 main:574] : INFO : Epoch 2003 | loss: 0.0311186 | val_loss: 0.0311361 | Time: 2279.01 ms [2021-11-26 03:30:42 main:574] : INFO : Epoch 2004 | loss: 0.0311209 | val_loss: 0.031137 | Time: 2289.7 ms [2021-11-26 03:30:44 main:574] : INFO : Epoch 2005 | loss: 0.0311202 | val_loss: 0.0311367 | Time: 2284.08 ms [2021-11-26 03:30:46 main:574] : INFO : Epoch 2006 | loss: 0.0311172 | val_loss: 0.031144 | Time: 2287.25 ms [2021-11-26 03:30:49 main:574] : INFO : Epoch 2007 | loss: 0.0311209 | val_loss: 0.0311428 | Time: 2287.18 ms [2021-11-26 03:30:51 main:574] : INFO : Epoch 2008 | loss: 0.03112 | val_loss: 0.0311477 | Time: 2319.15 ms [2021-11-26 03:30:53 main:574] : INFO : Epoch 2009 | loss: 0.0311156 | val_loss: 0.0311365 | Time: 2270.47 ms [2021-11-26 03:30:56 main:574] : INFO : Epoch 2010 | loss: 0.0311143 | val_loss: 0.0311414 | Time: 2258.89 ms [2021-11-26 03:30:58 main:574] : INFO : Epoch 2011 | loss: 0.0311129 | val_loss: 0.0311369 | Time: 2257.39 ms [2021-11-26 03:31:00 main:574] : INFO : Epoch 2012 | loss: 0.031115 | val_loss: 0.0311376 | Time: 2281.41 ms [2021-11-26 03:31:02 main:574] : INFO : Epoch 2013 | loss: 0.0311138 | val_loss: 0.0311354 | Time: 2314.01 ms [2021-11-26 03:31:05 main:574] : INFO : Epoch 2014 | loss: 0.0311117 | val_loss: 0.0311372 | Time: 2281.85 ms [2021-11-26 03:31:07 main:574] : INFO : Epoch 2015 | loss: 0.0311121 | val_loss: 0.0311494 | Time: 2261.56 ms [2021-11-26 03:31:09 main:574] : INFO : Epoch 2016 | loss: 0.0311144 | val_loss: 0.031138 | Time: 2286.2 ms [2021-11-26 03:31:12 main:574] : INFO : Epoch 2017 | loss: 0.0311117 | val_loss: 0.0311361 | Time: 2290.77 ms [2021-11-26 03:31:14 main:574] : INFO : Epoch 2018 | loss: 0.0311139 | val_loss: 0.0311348 | Time: 2277.28 ms [2021-11-26 03:31:16 main:574] : INFO : Epoch 2019 | loss: 0.0311124 | val_loss: 0.0311378 | Time: 2272.41 ms [2021-11-26 03:31:18 main:574] : INFO : Epoch 2020 | loss: 0.0311094 | val_loss: 0.0311394 | Time: 2283.63 ms [2021-11-26 03:31:21 main:574] : INFO : Epoch 2021 | loss: 0.0311078 | val_loss: 0.0311374 | Time: 2268.1 ms [2021-11-26 03:31:23 main:574] : INFO : Epoch 2022 | loss: 0.031114 | val_loss: 0.0311428 | Time: 2274.68 ms [2021-11-26 03:31:25 main:574] : INFO : Epoch 2023 | loss: 0.0311153 | val_loss: 0.031145 | Time: 2344.93 ms [2021-11-26 03:31:28 main:574] : INFO : Epoch 2024 | loss: 0.0311154 | val_loss: 0.0311396 | Time: 2262.58 ms [2021-11-26 03:31:30 main:574] : INFO : Epoch 2025 | loss: 0.0311092 | val_loss: 0.031138 | Time: 2251.68 ms [2021-11-26 03:31:32 main:574] : INFO : Epoch 2026 | loss: 0.0311123 | val_loss: 0.0311379 | Time: 2323.49 ms [2021-11-26 03:31:34 main:574] : INFO : Epoch 2027 | loss: 0.0311084 | val_loss: 0.0311389 | Time: 2277.5 ms [2021-11-26 03:31:37 main:574] : INFO : Epoch 2028 | loss: 0.03111 | val_loss: 0.0311384 | Time: 2267.68 ms [2021-11-26 03:31:39 main:574] : INFO : Epoch 2029 | loss: 0.0311105 | val_loss: 0.0311383 | Time: 2294.22 ms [2021-11-26 03:31:41 main:574] : INFO : Epoch 2030 | loss: 0.031114 | val_loss: 0.0311372 | Time: 2283.16 ms [2021-11-26 03:31:44 main:574] : INFO : Epoch 2031 | loss: 0.0311104 | val_loss: 0.0311363 | Time: 2268.7 ms [2021-11-26 03:31:46 main:574] : INFO : Epoch 2032 | loss: 0.0311093 | val_loss: 0.0311394 | Time: 2276.74 ms [2021-11-26 03:31:48 main:574] : INFO : Epoch 2033 | loss: 0.0311085 | val_loss: 0.0311409 | Time: 2266.32 ms [2021-11-26 03:31:50 main:574] : INFO : Epoch 2034 | loss: 0.0311058 | val_loss: 0.0311361 | Time: 2276.61 ms [2021-11-26 03:31:53 main:574] : INFO : Epoch 2035 | loss: 0.031106 | val_loss: 0.0311432 | Time: 2280.58 ms [2021-11-26 03:31:55 main:574] : INFO : Epoch 2036 | loss: 0.0311089 | val_loss: 0.031141 | Time: 2276.34 ms [2021-11-26 03:31:57 main:574] : INFO : Epoch 2037 | loss: 0.0311116 | val_loss: 0.0311377 | Time: 2248.41 ms [2021-11-26 03:32:00 main:574] : INFO : Epoch 2038 | loss: 0.0311155 | val_loss: 0.0311382 | Time: 2278.42 ms [2021-11-26 03:32:02 main:574] : INFO : Epoch 2039 | loss: 0.0311166 | val_loss: 0.0311488 | Time: 2246.01 ms [2021-11-26 03:32:04 main:574] : INFO : Epoch 2040 | loss: 0.0311152 | val_loss: 0.0311377 | Time: 2293.02 ms [2021-11-26 03:32:06 main:574] : INFO : Epoch 2041 | loss: 0.0311134 | val_loss: 0.0311374 | Time: 2279.15 ms [2021-11-26 03:32:09 main:574] : INFO : Epoch 2042 | loss: 0.0311077 | val_loss: 0.0311362 | Time: 2269.15 ms [2021-11-26 03:32:11 main:574] : INFO : Epoch 2043 | loss: 0.0311109 | val_loss: 0.0311412 | Time: 2290.07 ms [2021-11-26 03:32:13 main:574] : INFO : Epoch 2044 | loss: 0.0311176 | val_loss: 0.0311395 | Time: 2290.65 ms [2021-11-26 03:32:15 main:574] : INFO : Epoch 2045 | loss: 0.0311111 | val_loss: 0.0311366 | Time: 2125.67 ms [2021-11-26 03:32:17 main:574] : INFO : Epoch 2046 | loss: 0.031112 | val_loss: 0.0311423 | Time: 1594.42 ms [2021-11-26 03:32:19 main:574] : INFO : Epoch 2047 | loss: 0.0311051 | val_loss: 0.0311391 | Time: 1755.29 ms [2021-11-26 03:32:20 main:574] : INFO : Epoch 2048 | loss: 0.0311037 | val_loss: 0.0311386 | Time: 1663.66 ms [2021-11-26 03:32:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311386 [2021-11-26 03:32:20 main:603] : INFO : Saving end state to config to file [2021-11-26 03:32:20 main:608] : INFO : Success, exiting.. 03:32:21 (16640): 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)