Task 5087951
| Name | ParityModified-1619233207-13053-0_2 |
| Workunit | 3038985 |
| Created | 25 Apr 2021, 15:21:03 UTC |
| Sent | 25 Apr 2021, 17:43:21 UTC |
| Report deadline | 3 May 2021, 17:43:21 UTC |
| Received | 25 Apr 2021, 20:24:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 20 min 23 sec |
| CPU time | 1 hours 18 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0309811 | val_loss: 0.0312961 | Time: 2346.1 ms [2021-04-25 21:48:12 main:574] : INFO : Epoch 1543 | loss: 0.0309836 | val_loss: 0.0313037 | Time: 2434.78 ms [2021-04-25 21:48:14 main:574] : INFO : Epoch 1544 | loss: 0.0309694 | val_loss: 0.0313243 | Time: 2355.58 ms [2021-04-25 21:48:16 main:574] : INFO : Epoch 1545 | loss: 0.0309622 | val_loss: 0.0313167 | Time: 2401.84 ms [2021-04-25 21:48:19 main:574] : INFO : Epoch 1546 | loss: 0.03097 | val_loss: 0.0313356 | Time: 2358.06 ms [2021-04-25 21:48:21 main:574] : INFO : Epoch 1547 | loss: 0.0309606 | val_loss: 0.0313125 | Time: 2304.47 ms [2021-04-25 21:48:24 main:574] : INFO : Epoch 1548 | loss: 0.0309619 | val_loss: 0.0313042 | Time: 2377.26 ms [2021-04-25 21:48:26 main:574] : INFO : Epoch 1549 | loss: 0.0309664 | val_loss: 0.0312952 | Time: 2365.39 ms [2021-04-25 21:48:28 main:574] : INFO : Epoch 1550 | loss: 0.0309718 | val_loss: 0.0313024 | Time: 2347.44 ms [2021-04-25 21:48:31 main:574] : INFO : Epoch 1551 | loss: 0.0309706 | val_loss: 0.0313155 | Time: 2380.95 ms [2021-04-25 21:48:33 main:574] : INFO : Epoch 1552 | loss: 0.0309659 | val_loss: 0.0313039 | Time: 2359.69 ms [2021-04-25 21:48:35 main:574] : INFO : Epoch 1553 | loss: 0.0309629 | val_loss: 0.0313019 | Time: 2308.75 ms [2021-04-25 21:48:38 main:574] : INFO : Epoch 1554 | loss: 0.0309739 | val_loss: 0.031298 | Time: 2324.26 ms [2021-04-25 21:48:40 main:574] : INFO : Epoch 1555 | loss: 0.0309705 | val_loss: 0.0312909 | Time: 2319.56 ms [2021-04-25 21:48:42 main:574] : INFO : Epoch 1556 | loss: 0.0309797 | val_loss: 0.0312855 | Time: 2304.38 ms [2021-04-25 21:48:45 main:574] : INFO : Epoch 1557 | loss: 0.0309716 | val_loss: 0.0313079 | Time: 2341.29 ms [2021-04-25 21:48:47 main:574] : INFO : Epoch 1558 | loss: 0.0309652 | val_loss: 0.0313398 | Time: 2329.38 ms [2021-04-25 21:48:49 main:574] : INFO : Epoch 1559 | loss: 0.0309664 | val_loss: 0.0312855 | Time: 2324.58 ms [2021-04-25 21:48:52 main:574] : INFO : Epoch 1560 | loss: 0.0309688 | val_loss: 0.0312836 | Time: 2289.29 ms [2021-04-25 21:48:54 main:574] : INFO : Epoch 1561 | loss: 0.0309692 | val_loss: 0.031335 | Time: 2440.18 ms [2021-04-25 21:48:56 main:574] : INFO : Epoch 1562 | loss: 0.0309721 | val_loss: 0.0313253 | Time: 2361.88 ms [2021-04-25 21:48:59 main:574] : INFO : Epoch 1563 | loss: 0.0309748 | val_loss: 0.0313154 | Time: 2363.22 ms [2021-04-25 21:49:01 main:574] : INFO : Epoch 1564 | loss: 0.0309743 | val_loss: 0.0312867 | Time: 2335.08 ms [2021-04-25 21:49:03 main:574] : INFO : Epoch 1565 | loss: 0.0309771 | val_loss: 0.0313113 | Time: 2365.84 ms [2021-04-25 21:49:06 main:574] : INFO : Epoch 1566 | loss: 0.0309767 | val_loss: 0.0312769 | Time: 2355.01 ms [2021-04-25 21:49:08 main:574] : INFO : Epoch 1567 | loss: 0.0309686 | val_loss: 0.0313224 | Time: 2354.83 ms [2021-04-25 21:49:11 main:574] : INFO : Epoch 1568 | loss: 0.0309717 | val_loss: 0.0312939 | Time: 2359.25 ms [2021-04-25 21:49:13 main:574] : INFO : Epoch 1569 | loss: 0.030974 | val_loss: 0.0313008 | Time: 2293.1 ms [2021-04-25 21:49:15 main:574] : INFO : Epoch 1570 | loss: 0.0309715 | val_loss: 0.0312953 | Time: 2351.92 ms [2021-04-25 21:49:18 main:574] : INFO : Epoch 1571 | loss: 0.0309933 | val_loss: 0.0313094 | Time: 2395.16 ms [2021-04-25 21:49:20 main:574] : INFO : Epoch 1572 | loss: 0.0309762 | val_loss: 0.0313107 | Time: 2343.4 ms [2021-04-25 21:49:22 main:574] : INFO : Epoch 1573 | loss: 0.0309739 | val_loss: 0.0313212 | Time: 2374.36 ms [2021-04-25 21:49:25 main:574] : INFO : Epoch 1574 | loss: 0.0309729 | val_loss: 0.0312847 | Time: 2355.63 ms [2021-04-25 21:49:27 main:574] : INFO : Epoch 1575 | loss: 0.0309669 | val_loss: 0.0313162 | Time: 2357.65 ms [2021-04-25 21:49:29 main:574] : INFO : Epoch 1576 | loss: 0.030967 | val_loss: 0.031309 | Time: 2354.39 ms [2021-04-25 21:49:32 main:574] : INFO : Epoch 1577 | loss: 0.0309662 | val_loss: 0.0313204 | Time: 2362.41 ms [2021-04-25 21:49:34 main:574] : INFO : Epoch 1578 | loss: 0.0309654 | val_loss: 0.0313222 | Time: 2349.58 ms [2021-04-25 21:49:37 main:574] : INFO : Epoch 1579 | loss: 0.0309667 | val_loss: 0.0313251 | Time: 2344.75 ms [2021-04-25 21:49:39 main:574] : INFO : Epoch 1580 | loss: 0.0309621 | val_loss: 0.0312968 | Time: 2309.55 ms [2021-04-25 21:49:41 main:574] : INFO : Epoch 1581 | loss: 0.0309673 | val_loss: 0.0312845 | Time: 2354.81 ms [2021-04-25 21:49:44 main:574] : INFO : Epoch 1582 | loss: 0.0309766 | val_loss: 0.0312872 | Time: 2353.91 ms [2021-04-25 21:49:46 main:574] : INFO : Epoch 1583 | loss: 0.0309639 | val_loss: 0.0313086 | Time: 2335.76 ms [2021-04-25 21:49:48 main:574] : INFO : Epoch 1584 | loss: 0.0309684 | val_loss: 0.0312832 | Time: 2323.39 ms [2021-04-25 21:49:51 main:574] : INFO : Epoch 1585 | loss: 0.0309653 | val_loss: 0.0312814 | Time: 2335.49 ms [2021-04-25 21:49:53 main:574] : INFO : Epoch 1586 | loss: 0.0309654 | val_loss: 0.0313147 | Time: 2342.2 ms [2021-04-25 21:49:55 main:574] : INFO : Epoch 1587 | loss: 0.0309621 | val_loss: 0.0312845 | Time: 2343.49 ms [2021-04-25 21:49:58 main:574] : INFO : Epoch 1588 | loss: 0.0309599 | val_loss: 0.0313212 | Time: 2377.46 ms [2021-04-25 21:50:00 main:574] : INFO : Epoch 1589 | loss: 0.0309697 | val_loss: 0.0313262 | Time: 2331.41 ms [2021-04-25 21:50:02 main:574] : INFO : Epoch 1590 | loss: 0.0310285 | val_loss: 0.0315499 | Time: 2499.41 ms [2021-04-25 21:50:05 main:574] : INFO : Epoch 1591 | loss: 0.0327155 | val_loss: 0.0324577 | Time: 2339.23 ms [2021-04-25 21:50:07 main:574] : INFO : Epoch 1592 | loss: 0.0321623 | val_loss: 0.0313774 | Time: 2321.68 ms [2021-04-25 21:50:09 main:574] : INFO : Epoch 1593 | loss: 0.0313396 | val_loss: 0.031289 | Time: 2321.1 ms [2021-04-25 21:50:12 main:574] : INFO : Epoch 1594 | loss: 0.0312678 | val_loss: 0.0312589 | Time: 2350.53 ms [2021-04-25 21:50:14 main:574] : INFO : Epoch 1595 | loss: 0.0312561 | val_loss: 0.0312529 | Time: 2315.65 ms [2021-04-25 21:50:16 main:574] : INFO : Epoch 1596 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 2335.6 ms [2021-04-25 21:50:19 main:574] : INFO : Epoch 1597 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2346.63 ms [2021-04-25 21:50:21 main:574] : INFO : Epoch 1598 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2363.69 ms [2021-04-25 21:50:24 main:574] : INFO : Epoch 1599 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 2300.69 ms [2021-04-25 21:50:26 main:574] : INFO : Epoch 1600 | loss: 0.031247 | val_loss: 0.0312453 | Time: 2334.68 ms [2021-04-25 21:50:28 main:574] : INFO : Epoch 1601 | loss: 0.0312423 | val_loss: 0.0312401 | Time: 2363.71 ms [2021-04-25 21:50:31 main:574] : INFO : Epoch 1602 | loss: 0.0312338 | val_loss: 0.0312321 | Time: 2336.52 ms [2021-04-25 21:50:33 main:574] : INFO : Epoch 1603 | loss: 0.0312176 | val_loss: 0.031214 | Time: 2375.46 ms [2021-04-25 21:50:35 main:574] : INFO : Epoch 1604 | loss: 0.0312004 | val_loss: 0.0312074 | Time: 2352.13 ms [2021-04-25 21:50:38 main:574] : INFO : Epoch 1605 | loss: 0.0311904 | val_loss: 0.0311938 | Time: 2325.84 ms [2021-04-25 21:50:40 main:574] : INFO : Epoch 1606 | loss: 0.0311783 | val_loss: 0.0311837 | Time: 2318.05 ms [2021-04-25 21:50:42 main:574] : INFO : Epoch 1607 | loss: 0.0311724 | val_loss: 0.0311933 | Time: 2365.68 ms [2021-04-25 21:50:45 main:574] : INFO : Epoch 1608 | loss: 0.0311671 | val_loss: 0.0311772 | Time: 2319.72 ms [2021-04-25 21:50:47 main:574] : INFO : Epoch 1609 | loss: 0.0311599 | val_loss: 0.0311723 | Time: 2354.45 ms [2021-04-25 21:50:49 main:574] : INFO : Epoch 1610 | loss: 0.0311552 | val_loss: 0.031169 | Time: 2316.45 ms [2021-04-25 21:50:52 main:574] : INFO : Epoch 1611 | loss: 0.0311512 | val_loss: 0.0311714 | Time: 2356.89 ms [2021-04-25 21:50:54 main:574] : INFO : Epoch 1612 | loss: 0.0311568 | val_loss: 0.0311725 | Time: 2331.02 ms [2021-04-25 21:50:56 main:574] : INFO : Epoch 1613 | loss: 0.0311525 | val_loss: 0.0311743 | Time: 2328.61 ms [2021-04-25 21:50:59 main:574] : INFO : Epoch 1614 | loss: 0.0311494 | val_loss: 0.0311691 | Time: 2322.88 ms [2021-04-25 21:51:01 main:574] : INFO : Epoch 1615 | loss: 0.0311455 | val_loss: 0.0311684 | Time: 2388.26 ms [2021-04-25 21:51:03 main:574] : INFO : Epoch 1616 | loss: 0.0311421 | val_loss: 0.0311643 | Time: 2365.38 ms [2021-04-25 21:51:06 main:574] : INFO : Epoch 1617 | loss: 0.0311397 | val_loss: 0.0311657 | Time: 2327.84 ms [2021-04-25 21:51:08 main:574] : INFO : Epoch 1618 | loss: 0.0311428 | val_loss: 0.0311668 | Time: 2344.36 ms [2021-04-25 21:51:10 main:574] : INFO : Epoch 1619 | loss: 0.0311372 | val_loss: 0.0311622 | Time: 2358.62 ms [2021-04-25 21:51:13 main:574] : INFO : Epoch 1620 | loss: 0.031134 | val_loss: 0.0311613 | Time: 2410.84 ms [2021-04-25 21:51:15 main:574] : INFO : Epoch 1621 | loss: 0.0311367 | val_loss: 0.0311708 | Time: 2319.35 ms [2021-04-25 21:51:18 main:574] : INFO : Epoch 1622 | loss: 0.031137 | val_loss: 0.0311619 | Time: 2384.9 ms [2021-04-25 21:51:20 main:574] : INFO : Epoch 1623 | loss: 0.0311295 | val_loss: 0.0311608 | Time: 2343.51 ms [2021-04-25 21:51:22 main:574] : INFO : Epoch 1624 | loss: 0.0311312 | val_loss: 0.0311619 | Time: 2366.56 ms [2021-04-25 21:51:25 main:574] : INFO : Epoch 1625 | loss: 0.0311316 | val_loss: 0.0311691 | Time: 2317.78 ms [2021-04-25 21:51:27 main:574] : INFO : Epoch 1626 | loss: 0.0311335 | val_loss: 0.0311647 | Time: 2317.73 ms [2021-04-25 21:51:29 main:574] : INFO : Epoch 1627 | loss: 0.0311277 | val_loss: 0.0311597 | Time: 2369.47 ms [2021-04-25 21:51:32 main:574] : INFO : Epoch 1628 | loss: 0.0311286 | val_loss: 0.0311743 | Time: 2313.1 ms [2021-04-25 21:51:34 main:574] : INFO : Epoch 1629 | loss: 0.0311302 | val_loss: 0.0311602 | Time: 2337.65 ms [2021-04-25 21:51:36 main:574] : INFO : Epoch 1630 | loss: 0.0311261 | val_loss: 0.0311593 | Time: 2332.47 ms [2021-04-25 21:51:39 main:574] : INFO : Epoch 1631 | loss: 0.0311241 | val_loss: 0.0311606 | Time: 2397.41 ms [2021-04-25 21:51:41 main:574] : INFO : Epoch 1632 | loss: 0.0311222 | val_loss: 0.031161 | Time: 2359.75 ms [2021-04-25 21:51:43 main:574] : INFO : Epoch 1633 | loss: 0.0311227 | val_loss: 0.0311688 | Time: 2369.41 ms [2021-04-25 21:51:46 main:574] : INFO : Epoch 1634 | loss: 0.0311373 | val_loss: 0.0311886 | Time: 2345.3 ms [2021-04-25 21:51:48 main:574] : INFO : Epoch 1635 | loss: 0.0311358 | val_loss: 0.0311719 | Time: 2320.79 ms [2021-04-25 21:51:50 main:574] : INFO : Epoch 1636 | loss: 0.0311256 | val_loss: 0.0311645 | Time: 2320.33 ms [2021-04-25 21:51:53 main:574] : INFO : Epoch 1637 | loss: 0.0311201 | val_loss: 0.0311636 | Time: 2351.85 ms [2021-04-25 21:51:55 main:574] : INFO : Epoch 1638 | loss: 0.0311177 | val_loss: 0.0311596 | Time: 2308.13 ms [2021-04-25 21:51:58 main:574] : INFO : Epoch 1639 | loss: 0.0311166 | val_loss: 0.0311597 | Time: 2354.81 ms [2021-04-25 21:52:00 main:574] : INFO : Epoch 1640 | loss: 0.0311149 | val_loss: 0.0311626 | Time: 2356.58 ms [2021-04-25 21:52:02 main:574] : INFO : Epoch 1641 | loss: 0.0311154 | val_loss: 0.0311601 | Time: 2338.87 ms [2021-04-25 21:52:05 main:574] : INFO : Epoch 1642 | loss: 0.0311153 | val_loss: 0.0311615 | Time: 2339.74 ms [2021-04-25 21:52:07 main:574] : INFO : Epoch 1643 | loss: 0.0311125 | val_loss: 0.0311614 | Time: 2370.35 ms [2021-04-25 21:52:09 main:574] : INFO : Epoch 1644 | loss: 0.0311136 | val_loss: 0.0311607 | Time: 2313.02 ms [2021-04-25 21:52:12 main:574] : INFO : Epoch 1645 | loss: 0.0311124 | val_loss: 0.0311635 | Time: 2329.9 ms [2021-04-25 21:52:14 main:574] : INFO : Epoch 1646 | loss: 0.0311111 | val_loss: 0.0311664 | Time: 2284.92 ms [2021-04-25 21:52:16 main:574] : INFO : Epoch 1647 | loss: 0.0311112 | val_loss: 0.031165 | Time: 2313.15 ms [2021-04-25 21:52:19 main:574] : INFO : Epoch 1648 | loss: 0.0311112 | val_loss: 0.0311638 | Time: 2330.1 ms [2021-04-25 21:52:21 main:574] : INFO : Epoch 1649 | loss: 0.0311089 | val_loss: 0.031166 | Time: 2349.18 ms [2021-04-25 21:52:23 main:574] : INFO : Epoch 1650 | loss: 0.0311082 | val_loss: 0.031166 | Time: 2349.16 ms [2021-04-25 21:52:26 main:574] : INFO : Epoch 1651 | loss: 0.0311067 | val_loss: 0.031166 | Time: 2317.74 ms [2021-04-25 21:52:28 main:574] : INFO : Epoch 1652 | loss: 0.0311096 | val_loss: 0.0311635 | Time: 2384.67 ms [2021-04-25 21:52:30 main:574] : INFO : Epoch 1653 | loss: 0.0311076 | val_loss: 0.0311655 | Time: 2398.53 ms [2021-04-25 21:52:33 main:574] : INFO : Epoch 1654 | loss: 0.0311057 | val_loss: 0.0311663 | Time: 2354.51 ms [2021-04-25 21:52:35 main:574] : INFO : Epoch 1655 | loss: 0.0311042 | val_loss: 0.031165 | Time: 2304.07 ms [2021-04-25 21:52:37 main:574] : INFO : Epoch 1656 | loss: 0.0311019 | val_loss: 0.0311687 | Time: 2330.12 ms [2021-04-25 21:52:40 main:574] : INFO : Epoch 1657 | loss: 0.0311029 | val_loss: 0.0311686 | Time: 2320.6 ms [2021-04-25 21:52:42 main:574] : INFO : Epoch 1658 | loss: 0.0311048 | val_loss: 0.0311704 | Time: 2367.89 ms [2021-04-25 21:52:44 main:574] : INFO : Epoch 1659 | loss: 0.0311054 | val_loss: 0.0311674 | Time: 2332.84 ms [2021-04-25 21:52:47 main:574] : INFO : Epoch 1660 | loss: 0.0311069 | val_loss: 0.0311709 | Time: 2348.52 ms [2021-04-25 21:52:49 main:574] : INFO : Epoch 1661 | loss: 0.0311084 | val_loss: 0.0311687 | Time: 2379.74 ms [2021-04-25 21:52:52 main:574] : INFO : Epoch 1662 | loss: 0.0311019 | val_loss: 0.0311693 | Time: 2543.76 ms [2021-04-25 21:52:54 main:574] : INFO : Epoch 1663 | loss: 0.0310988 | val_loss: 0.0311728 | Time: 2350.56 ms [2021-04-25 21:52:56 main:574] : INFO : Epoch 1664 | loss: 0.0310987 | val_loss: 0.0311675 | Time: 2364.6 ms [2021-04-25 21:52:59 main:574] : INFO : Epoch 1665 | loss: 0.0310992 | val_loss: 0.0311675 | Time: 2343.65 ms [2021-04-25 21:53:01 main:574] : INFO : Epoch 1666 | loss: 0.0310988 | val_loss: 0.0311688 | Time: 2365.25 ms [2021-04-25 21:53:03 main:574] : INFO : Epoch 1667 | loss: 0.0310996 | val_loss: 0.0311685 | Time: 2306.59 ms [2021-04-25 21:53:06 main:574] : INFO : Epoch 1668 | loss: 0.0310981 | val_loss: 0.0311692 | Time: 2328.81 ms [2021-04-25 21:53:08 main:574] : INFO : Epoch 1669 | loss: 0.0310964 | val_loss: 0.0311715 | Time: 2402.57 ms [2021-04-25 21:53:11 main:574] : INFO : Epoch 1670 | loss: 0.0311004 | val_loss: 0.0311802 | Time: 2362.22 ms [2021-04-25 21:53:13 main:574] : INFO : Epoch 1671 | loss: 0.0311004 | val_loss: 0.031181 | Time: 2377.48 ms [2021-04-25 21:53:15 main:574] : INFO : Epoch 1672 | loss: 0.0311094 | val_loss: 0.0311724 | Time: 2346.45 ms [2021-04-25 21:53:18 main:574] : INFO : Epoch 1673 | loss: 0.0311163 | val_loss: 0.0311611 | Time: 2361.03 ms [2021-04-25 21:53:20 main:574] : INFO : Epoch 1674 | loss: 0.0311086 | val_loss: 0.0311871 | Time: 2349.89 ms [2021-04-25 21:53:22 main:574] : INFO : Epoch 1675 | loss: 0.0311069 | val_loss: 0.0311705 | Time: 2341.4 ms [2021-04-25 21:53:25 main:574] : INFO : Epoch 1676 | loss: 0.0311022 | val_loss: 0.0311689 | Time: 2392.69 ms [2021-04-25 21:53:27 main:574] : INFO : Epoch 1677 | loss: 0.0310998 | val_loss: 0.0311705 | Time: 2372.06 ms [2021-04-25 21:53:29 main:574] : INFO : Epoch 1678 | loss: 0.0311009 | val_loss: 0.0311676 | Time: 2344.39 ms [2021-04-25 21:53:32 main:574] : INFO : Epoch 1679 | loss: 0.0310984 | val_loss: 0.0311703 | Time: 2354.27 ms [2021-04-25 21:53:34 main:574] : INFO : Epoch 1680 | loss: 0.0310966 | val_loss: 0.0311692 | Time: 2284.43 ms [2021-04-25 21:53:36 main:574] : INFO : Epoch 1681 | loss: 0.0310943 | val_loss: 0.0311782 | Time: 2296.8 ms [2021-04-25 21:53:39 main:574] : INFO : Epoch 1682 | loss: 0.0310973 | val_loss: 0.0311749 | Time: 2338.02 ms [2021-04-25 21:53:41 main:574] : INFO : Epoch 1683 | loss: 0.0310975 | val_loss: 0.0311744 | Time: 2303.37 ms [2021-04-25 21:53:43 main:574] : INFO : Epoch 1684 | loss: 0.0310951 | val_loss: 0.0311727 | Time: 2348.03 ms [2021-04-25 21:53:46 main:574] : INFO : Epoch 1685 | loss: 0.0310954 | val_loss: 0.031176 | Time: 2345.15 ms [2021-04-25 21:53:48 main:574] : INFO : Epoch 1686 | loss: 0.0310928 | val_loss: 0.0311748 | Time: 2301.98 ms [2021-04-25 21:53:50 main:574] : INFO : Epoch 1687 | loss: 0.0310937 | val_loss: 0.0311732 | Time: 2329.13 ms [2021-04-25 21:53:53 main:574] : INFO : Epoch 1688 | loss: 0.0310919 | val_loss: 0.0311761 | Time: 2331.34 ms [2021-04-25 21:53:55 main:574] : INFO : Epoch 1689 | loss: 0.0310926 | val_loss: 0.0311732 | Time: 2336.91 ms [2021-04-25 21:53:57 main:574] : INFO : Epoch 1690 | loss: 0.0310935 | val_loss: 0.0311733 | Time: 2364.88 ms [2021-04-25 21:54:00 main:574] : INFO : Epoch 1691 | loss: 0.0310917 | val_loss: 0.0311816 | Time: 2348.56 ms [2021-04-25 21:54:02 main:574] : INFO : Epoch 1692 | loss: 0.0310922 | val_loss: 0.0311767 | Time: 2318.96 ms [2021-04-25 21:54:05 main:574] : INFO : Epoch 1693 | loss: 0.0310931 | val_loss: 0.0311741 | Time: 2378.56 ms [2021-04-25 21:54:07 main:574] : INFO : Epoch 1694 | loss: 0.0310965 | val_loss: 0.0311763 | Time: 2380.89 ms [2021-04-25 21:54:09 main:574] : INFO : Epoch 1695 | loss: 0.0310962 | val_loss: 0.0311777 | Time: 2336.99 ms [2021-04-25 21:54:12 main:574] : INFO : Epoch 1696 | loss: 0.0310918 | val_loss: 0.0311797 | Time: 2339.84 ms [2021-04-25 21:54:14 main:574] : INFO : Epoch 1697 | loss: 0.0310963 | val_loss: 0.0311916 | Time: 2322.64 ms [2021-04-25 21:54:16 main:574] : INFO : Epoch 1698 | loss: 0.031098 | val_loss: 0.0311765 | Time: 2330.48 ms [2021-04-25 21:54:19 main:574] : INFO : Epoch 1699 | loss: 0.0310987 | val_loss: 0.0311721 | Time: 2302.03 ms [2021-04-25 21:54:21 main:574] : INFO : Epoch 1700 | loss: 0.031095 | val_loss: 0.0311797 | Time: 2419.43 ms [2021-04-25 21:54:23 main:574] : INFO : Epoch 1701 | loss: 0.0310932 | val_loss: 0.0311775 | Time: 2304.39 ms [2021-04-25 21:54:26 main:574] : INFO : Epoch 1702 | loss: 0.0310906 | val_loss: 0.0311795 | Time: 2349.57 ms [2021-04-25 21:54:28 main:574] : INFO : Epoch 1703 | loss: 0.0310944 | val_loss: 0.031174 | Time: 2386.89 ms [2021-04-25 21:54:30 main:574] : INFO : Epoch 1704 | loss: 0.031091 | val_loss: 0.0311762 | Time: 2341.88 ms [2021-04-25 21:54:33 main:574] : INFO : Epoch 1705 | loss: 0.0310889 | val_loss: 0.0311747 | Time: 2379.31 ms [2021-04-25 21:54:35 main:574] : INFO : Epoch 1706 | loss: 0.0310863 | val_loss: 0.0311833 | Time: 2333.17 ms [2021-04-25 21:54:37 main:574] : INFO : Epoch 1707 | loss: 0.0310875 | val_loss: 0.0311771 | Time: 2331.62 ms [2021-04-25 21:54:40 main:574] : INFO : Epoch 1708 | loss: 0.0310918 | val_loss: 0.0311696 | Time: 2401.19 ms [2021-04-25 21:54:42 main:574] : INFO : Epoch 1709 | loss: 0.0310956 | val_loss: 0.0311771 | Time: 2338.91 ms [2021-04-25 21:54:45 main:574] : INFO : Epoch 1710 | loss: 0.0310873 | val_loss: 0.0311815 | Time: 2307.76 ms [2021-04-25 21:54:47 main:574] : INFO : Epoch 1711 | loss: 0.0310916 | val_loss: 0.0311782 | Time: 2323.14 ms [2021-04-25 21:54:49 main:574] : INFO : Epoch 1712 | loss: 0.0310934 | val_loss: 0.0311751 | Time: 2368.76 ms [2021-04-25 21:54:52 main:574] : INFO : Epoch 1713 | loss: 0.0310896 | val_loss: 0.0311725 | Time: 2324.61 ms [2021-04-25 21:54:54 main:574] : INFO : Epoch 1714 | loss: 0.0310865 | val_loss: 0.0311732 | Time: 2303.46 ms [2021-04-25 21:54:56 main:574] : INFO : Epoch 1715 | loss: 0.0310827 | val_loss: 0.0311769 | Time: 2383.54 ms [2021-04-25 21:54:59 main:574] : INFO : Epoch 1716 | loss: 0.0310863 | val_loss: 0.0311783 | Time: 2345.91 ms [2021-04-25 21:55:01 main:574] : INFO : Epoch 1717 | loss: 0.0310893 | val_loss: 0.0311785 | Time: 2349.41 ms [2021-04-25 21:55:03 main:574] : INFO : Epoch 1718 | loss: 0.0310827 | val_loss: 0.0311759 | Time: 2350.14 ms [2021-04-25 21:55:06 main:574] : INFO : Epoch 1719 | loss: 0.0310852 | val_loss: 0.0311864 | Time: 2337.32 ms [2021-04-25 21:55:08 main:574] : INFO : Epoch 1720 | loss: 0.0310869 | val_loss: 0.0311764 | Time: 2318.48 ms [2021-04-25 21:55:10 main:574] : INFO : Epoch 1721 | loss: 0.031083 | val_loss: 0.0311856 | Time: 2310.58 ms [2021-04-25 21:55:13 main:574] : INFO : Epoch 1722 | loss: 0.0310829 | val_loss: 0.0311852 | Time: 2316.06 ms [2021-04-25 21:55:15 main:574] : INFO : Epoch 1723 | loss: 0.0310843 | val_loss: 0.0311762 | Time: 2324.67 ms [2021-04-25 21:55:17 main:574] : INFO : Epoch 1724 | loss: 0.0310854 | val_loss: 0.0311817 | Time: 2337.23 ms [2021-04-25 21:55:20 main:574] : INFO : Epoch 1725 | loss: 0.0310893 | val_loss: 0.0311794 | Time: 2368.48 ms [2021-04-25 21:55:22 main:574] : INFO : Epoch 1726 | loss: 0.0310878 | val_loss: 0.0311787 | Time: 2370.62 ms [2021-04-25 21:55:24 main:574] : INFO : Epoch 1727 | loss: 0.0310885 | val_loss: 0.0311808 | Time: 2357.62 ms [2021-04-25 21:55:27 main:574] : INFO : Epoch 1728 | loss: 0.0310892 | val_loss: 0.0311724 | Time: 2357.27 ms [2021-04-25 21:55:29 main:574] : INFO : Epoch 1729 | loss: 0.0310852 | val_loss: 0.0311799 | Time: 2319.11 ms [2021-04-25 21:55:31 main:574] : INFO : Epoch 1730 | loss: 0.0310921 | val_loss: 0.0311897 | Time: 2331.88 ms [2021-04-25 21:55:34 main:574] : INFO : Epoch 1731 | loss: 0.0310875 | val_loss: 0.0311854 | Time: 2341.05 ms [2021-04-25 21:55:36 main:574] : INFO : Epoch 1732 | loss: 0.0310898 | val_loss: 0.0311802 | Time: 2307.47 ms [2021-04-25 21:55:38 main:574] : INFO : Epoch 1733 | loss: 0.0310816 | val_loss: 0.0311877 | Time: 2363.46 ms [2021-04-25 21:55:41 main:574] : INFO : Epoch 1734 | loss: 0.0310804 | val_loss: 0.0311935 | Time: 2329.51 ms [2021-04-25 21:55:43 main:574] : INFO : Epoch 1735 | loss: 0.031084 | val_loss: 0.0311855 | Time: 2331.64 ms [2021-04-25 21:55:45 main:574] : INFO : Epoch 1736 | loss: 0.0310856 | val_loss: 0.0311731 | Time: 2344.63 ms [2021-04-25 21:55:48 main:574] : INFO : Epoch 1737 | loss: 0.0310864 | val_loss: 0.0311771 | Time: 2353.65 ms [2021-04-25 21:55:50 main:574] : INFO : Epoch 1738 | loss: 0.0310855 | val_loss: 0.0311773 | Time: 2313.08 ms [2021-04-25 21:55:52 main:574] : INFO : Epoch 1739 | loss: 0.0310836 | val_loss: 0.0311814 | Time: 2352.18 ms [2021-04-25 21:55:55 main:574] : INFO : Epoch 1740 | loss: 0.0310869 | val_loss: 0.0311822 | Time: 2360.55 ms [2021-04-25 21:55:57 main:574] : INFO : Epoch 1741 | loss: 0.0310853 | val_loss: 0.031182 | Time: 2357.9 ms [2021-04-25 21:56:00 main:574] : INFO : Epoch 1742 | loss: 0.0310862 | val_loss: 0.0311813 | Time: 2360.25 ms [2021-04-25 21:56:02 main:574] : INFO : Epoch 1743 | loss: 0.0310876 | val_loss: 0.03119 | Time: 2348.73 ms [2021-04-25 21:56:04 main:574] : INFO : Epoch 1744 | loss: 0.0310816 | val_loss: 0.0311756 | Time: 2394.3 ms [2021-04-25 21:56:07 main:574] : INFO : Epoch 1745 | loss: 0.0310825 | val_loss: 0.0311762 | Time: 2341.25 ms [2021-04-25 21:56:09 main:574] : INFO : Epoch 1746 | loss: 0.0310786 | val_loss: 0.0311939 | Time: 2341.15 ms [2021-04-25 21:56:11 main:574] : INFO : Epoch 1747 | loss: 0.0310776 | val_loss: 0.0311918 | Time: 2285.37 ms [2021-04-25 21:56:14 main:574] : INFO : Epoch 1748 | loss: 0.0310817 | val_loss: 0.0311801 | Time: 2308.51 ms [2021-04-25 21:56:16 main:574] : INFO : Epoch 1749 | loss: 0.0310762 | val_loss: 0.0311837 | Time: 2288.66 ms [2021-04-25 21:56:18 main:574] : INFO : Epoch 1750 | loss: 0.0310785 | val_loss: 0.0311843 | Time: 2358.26 ms [2021-04-25 21:56:21 main:574] : INFO : Epoch 1751 | loss: 0.0310822 | val_loss: 0.0311888 | Time: 2306.27 ms [2021-04-25 21:56:23 main:574] : INFO : Epoch 1752 | loss: 0.0310793 | val_loss: 0.0311873 | Time: 2344.6 ms [2021-04-25 21:56:25 main:574] : INFO : Epoch 1753 | loss: 0.0310837 | val_loss: 0.0311799 | Time: 2410.25 ms [2021-04-25 21:56:28 main:574] : INFO : Epoch 1754 | loss: 0.0310828 | val_loss: 0.0311981 | Time: 2327.14 ms [2021-04-25 21:56:30 main:574] : INFO : Epoch 1755 | loss: 0.0310929 | val_loss: 0.031179 | Time: 2413.03 ms [2021-04-25 21:56:32 main:574] : INFO : Epoch 1756 | loss: 0.0310895 | val_loss: 0.0311762 | Time: 2320.6 ms [2021-04-25 21:56:35 main:574] : INFO : Epoch 1757 | loss: 0.0310835 | val_loss: 0.0311841 | Time: 2332.1 ms [2021-04-25 21:56:37 main:574] : INFO : Epoch 1758 | loss: 0.0310764 | val_loss: 0.0311964 | Time: 2316.52 ms [2021-04-25 21:56:39 main:574] : INFO : Epoch 1759 | loss: 0.031075 | val_loss: 0.0311886 | Time: 2383.68 ms [2021-04-25 21:56:42 main:574] : INFO : Epoch 1760 | loss: 0.0310759 | val_loss: 0.0311867 | Time: 2357.31 ms [2021-04-25 21:56:44 main:574] : INFO : Epoch 1761 | loss: 0.0310834 | val_loss: 0.0311878 | Time: 2372.18 ms [2021-04-25 21:56:47 main:574] : INFO : Epoch 1762 | loss: 0.0310814 | val_loss: 0.0311819 | Time: 2350.98 ms [2021-04-25 21:56:49 main:574] : INFO : Epoch 1763 | loss: 0.0310841 | val_loss: 0.0311818 | Time: 2349.11 ms [2021-04-25 21:56:51 main:574] : INFO : Epoch 1764 | loss: 0.0310837 | val_loss: 0.0311768 | Time: 2309.61 ms [2021-04-25 21:56:54 main:574] : INFO : Epoch 1765 | loss: 0.0310782 | val_loss: 0.0311791 | Time: 2345.29 ms [2021-04-25 21:56:56 main:574] : INFO : Epoch 1766 | loss: 0.0310794 | val_loss: 0.0311809 | Time: 2359.56 ms [2021-04-25 21:56:58 main:574] : INFO : Epoch 1767 | loss: 0.0310802 | val_loss: 0.0311919 | Time: 2372.54 ms [2021-04-25 21:57:01 main:574] : INFO : Epoch 1768 | loss: 0.031083 | val_loss: 0.031182 | Time: 2393.09 ms [2021-04-25 21:57:03 main:574] : INFO : Epoch 1769 | loss: 0.0310826 | val_loss: 0.0311801 | Time: 2351.24 ms [2021-04-25 21:57:05 main:574] : INFO : Epoch 1770 | loss: 0.0310808 | val_loss: 0.0311886 | Time: 2303.64 ms [2021-04-25 21:57:08 main:574] : INFO : Epoch 1771 | loss: 0.031082 | val_loss: 0.031179 | Time: 2373.22 ms [2021-04-25 21:57:10 main:574] : INFO : Epoch 1772 | loss: 0.0310801 | val_loss: 0.0311829 | Time: 2314.24 ms [2021-04-25 21:57:13 main:574] : INFO : Epoch 1773 | loss: 0.0310709 | val_loss: 0.0311821 | Time: 2391.33 ms [2021-04-25 21:57:15 main:574] : INFO : Epoch 1774 | loss: 0.0310762 | val_loss: 0.0311814 | Time: 2365.35 ms [2021-04-25 21:57:17 main:574] : INFO : Epoch 1775 | loss: 0.0310744 | val_loss: 0.0311872 | Time: 2390.97 ms [2021-04-25 21:57:20 main:574] : INFO : Epoch 1776 | loss: 0.0310732 | val_loss: 0.0311837 | Time: 2318.52 ms [2021-04-25 21:57:22 main:574] : INFO : Epoch 1777 | loss: 0.0310754 | val_loss: 0.0311848 | Time: 2322.97 ms [2021-04-25 21:57:24 main:574] : INFO : Epoch 1778 | loss: 0.0310834 | val_loss: 0.0311858 | Time: 2379.39 ms [2021-04-25 21:57:27 main:574] : INFO : Epoch 1779 | loss: 0.0310803 | val_loss: 0.0311814 | Time: 2326.47 ms [2021-04-25 21:57:29 main:574] : INFO : Epoch 1780 | loss: 0.0310778 | val_loss: 0.0311936 | Time: 2333.54 ms [2021-04-25 21:57:31 main:574] : INFO : Epoch 1781 | loss: 0.0310753 | val_loss: 0.0311794 | Time: 2322.28 ms [2021-04-25 21:57:34 main:574] : INFO : Epoch 1782 | loss: 0.0310741 | val_loss: 0.0311816 | Time: 2326.63 ms [2021-04-25 21:57:36 main:574] : INFO : Epoch 1783 | loss: 0.0310723 | val_loss: 0.0311834 | Time: 2349.31 ms [2021-04-25 21:57:38 main:574] : INFO : Epoch 1784 | loss: 0.0310741 | val_loss: 0.0311857 | Time: 2332.28 ms [2021-04-25 21:57:41 main:574] : INFO : Epoch 1785 | loss: 0.0310747 | val_loss: 0.0311896 | Time: 2333.03 ms [2021-04-25 21:57:43 main:574] : INFO : Epoch 1786 | loss: 0.0310753 | val_loss: 0.0311795 | Time: 2353.3 ms [2021-04-25 21:57:45 main:574] : INFO : Epoch 1787 | loss: 0.0310751 | val_loss: 0.0311895 | Time: 2355.11 ms [2021-04-25 21:57:48 main:574] : INFO : Epoch 1788 | loss: 0.0310733 | val_loss: 0.0311893 | Time: 2336.82 ms [2021-04-25 21:57:50 main:574] : INFO : Epoch 1789 | loss: 0.031081 | val_loss: 0.0311836 | Time: 2321.05 ms [2021-04-25 21:57:52 main:574] : INFO : Epoch 1790 | loss: 0.0310803 | val_loss: 0.0311859 | Time: 2356.43 ms [2021-04-25 21:57:55 main:574] : INFO : Epoch 1791 | loss: 0.0310737 | val_loss: 0.0311895 | Time: 2365.26 ms [2021-04-25 21:57:57 main:574] : INFO : Epoch 1792 | loss: 0.0310682 | val_loss: 0.0311794 | Time: 2306.22 ms [2021-04-25 21:57:59 main:574] : INFO : Epoch 1793 | loss: 0.0310738 | val_loss: 0.0311945 | Time: 2346.18 ms [2021-04-25 21:58:02 main:574] : INFO : Epoch 1794 | loss: 0.0310786 | val_loss: 0.0311794 | Time: 2325.41 ms [2021-04-25 21:58:04 main:574] : INFO : Epoch 1795 | loss: 0.0310744 | val_loss: 0.0311872 | Time: 2315.14 ms [2021-04-25 21:58:06 main:574] : INFO : Epoch 1796 | loss: 0.0310766 | val_loss: 0.0311873 | Time: 2347.65 ms [2021-04-25 21:58:09 main:574] : INFO : Epoch 1797 | loss: 0.0310734 | val_loss: 0.0311894 | Time: 2340.59 ms [2021-04-25 21:58:11 main:574] : INFO : Epoch 1798 | loss: 0.0310747 | val_loss: 0.0311817 | Time: 2347.48 ms [2021-04-25 21:58:13 main:574] : INFO : Epoch 1799 | loss: 0.0310788 | val_loss: 0.0311877 | Time: 2292.84 ms [2021-04-25 21:58:16 main:574] : INFO : Epoch 1800 | loss: 0.0310808 | val_loss: 0.0312002 | Time: 2309.06 ms [2021-04-25 21:58:18 main:574] : INFO : Epoch 1801 | loss: 0.031081 | val_loss: 0.031191 | Time: 2341.64 ms [2021-04-25 21:58:20 main:574] : INFO : Epoch 1802 | loss: 0.0310821 | val_loss: 0.0311933 | Time: 2347.02 ms [2021-04-25 21:58:23 main:574] : INFO : Epoch 1803 | loss: 0.0310705 | val_loss: 0.0311849 | Time: 2361.35 ms [2021-04-25 21:58:25 main:574] : INFO : Epoch 1804 | loss: 0.0310694 | val_loss: 0.0311911 | Time: 2318.01 ms [2021-04-25 21:58:27 main:574] : INFO : Epoch 1805 | loss: 0.0310727 | val_loss: 0.0311999 | Time: 2315.52 ms [2021-04-25 21:58:30 main:574] : INFO : Epoch 1806 | loss: 0.0310696 | val_loss: 0.0311839 | Time: 2294.18 ms [2021-04-25 21:58:32 main:574] : INFO : Epoch 1807 | loss: 0.0310758 | val_loss: 0.0311863 | Time: 2330.65 ms [2021-04-25 21:58:34 main:574] : INFO : Epoch 1808 | loss: 0.031083 | val_loss: 0.0311956 | Time: 2345.32 ms [2021-04-25 21:58:37 main:574] : INFO : Epoch 1809 | loss: 0.031072 | val_loss: 0.0311883 | Time: 2309.85 ms [2021-04-25 21:58:39 main:574] : INFO : Epoch 1810 | loss: 0.0310744 | val_loss: 0.0312117 | Time: 2351.82 ms [2021-04-25 21:58:41 main:574] : INFO : Epoch 1811 | loss: 0.031076 | val_loss: 0.0311944 | Time: 2348.45 ms [2021-04-25 21:58:44 main:574] : INFO : Epoch 1812 | loss: 0.0310728 | val_loss: 0.0311798 | Time: 2278.95 ms [2021-04-25 21:58:46 main:574] : INFO : Epoch 1813 | loss: 0.0310715 | val_loss: 0.0311844 | Time: 2332.6 ms [2021-04-25 21:58:48 main:574] : INFO : Epoch 1814 | loss: 0.0310707 | val_loss: 0.0311845 | Time: 2325.75 ms [2021-04-25 21:58:51 main:574] : INFO : Epoch 1815 | loss: 0.0310723 | val_loss: 0.0311778 | Time: 2340.75 ms [2021-04-25 21:58:53 main:574] : INFO : Epoch 1816 | loss: 0.0310848 | val_loss: 0.0312051 | Time: 2362.41 ms [2021-04-25 21:58:55 main:574] : INFO : Epoch 1817 | loss: 0.0310696 | val_loss: 0.0311917 | Time: 2333.21 ms [2021-04-25 21:58:58 main:574] : INFO : Epoch 1818 | loss: 0.0310823 | val_loss: 0.0311909 | Time: 2385.65 ms [2021-04-25 21:59:00 main:574] : INFO : Epoch 1819 | loss: 0.0310816 | val_loss: 0.0311789 | Time: 2348.76 ms [2021-04-25 21:59:03 main:574] : INFO : Epoch 1820 | loss: 0.0310678 | val_loss: 0.031197 | Time: 2377.33 ms [2021-04-25 21:59:05 main:574] : INFO : Epoch 1821 | loss: 0.031076 | val_loss: 0.0311864 | Time: 2316.66 ms [2021-04-25 21:59:07 main:574] : INFO : Epoch 1822 | loss: 0.0310774 | val_loss: 0.0311771 | Time: 2357.88 ms [2021-04-25 21:59:10 main:574] : INFO : Epoch 1823 | loss: 0.0310756 | val_loss: 0.0311847 | Time: 2383.38 ms [2021-04-25 21:59:12 main:574] : INFO : Epoch 1824 | loss: 0.0310742 | val_loss: 0.0311952 | Time: 2304.22 ms [2021-04-25 21:59:14 main:574] : INFO : Epoch 1825 | loss: 0.0310669 | val_loss: 0.0311815 | Time: 2354.36 ms [2021-04-25 21:59:17 main:574] : INFO : Epoch 1826 | loss: 0.0310726 | val_loss: 0.0312044 | Time: 2329.21 ms [2021-04-25 21:59:19 main:574] : INFO : Epoch 1827 | loss: 0.0310721 | val_loss: 0.0311963 | Time: 2327.57 ms [2021-04-25 21:59:21 main:574] : INFO : Epoch 1828 | loss: 0.0310689 | val_loss: 0.0311862 | Time: 2366.18 ms [2021-04-25 21:59:24 main:574] : INFO : Epoch 1829 | loss: 0.0310707 | val_loss: 0.031191 | Time: 2291.54 ms [2021-04-25 21:59:26 main:574] : INFO : Epoch 1830 | loss: 0.0310718 | val_loss: 0.0311925 | Time: 2359.04 ms [2021-04-25 21:59:28 main:574] : INFO : Epoch 1831 | loss: 0.0310771 | val_loss: 0.031191 | Time: 2334.41 ms [2021-04-25 21:59:31 main:574] : INFO : Epoch 1832 | loss: 0.0310727 | val_loss: 0.0312147 | Time: 2345.22 ms [2021-04-25 21:59:33 main:574] : INFO : Epoch 1833 | loss: 0.0310806 | val_loss: 0.0311793 | Time: 2315.91 ms [2021-04-25 21:59:35 main:574] : INFO : Epoch 1834 | loss: 0.0310727 | val_loss: 0.0311951 | Time: 2300.12 ms [2021-04-25 21:59:38 main:574] : INFO : Epoch 1835 | loss: 0.0310707 | val_loss: 0.0311999 | Time: 2348.18 ms [2021-04-25 21:59:40 main:574] : INFO : Epoch 1836 | loss: 0.0310704 | val_loss: 0.0311932 | Time: 2334.39 ms [2021-04-25 21:59:42 main:574] : INFO : Epoch 1837 | loss: 0.0310681 | val_loss: 0.0311858 | Time: 2342.66 ms [2021-04-25 21:59:45 main:574] : INFO : Epoch 1838 | loss: 0.0310717 | val_loss: 0.0312022 | Time: 2321.01 ms [2021-04-25 21:59:47 main:574] : INFO : Epoch 1839 | loss: 0.0310643 | val_loss: 0.0311983 | Time: 2319.75 ms [2021-04-25 21:59:49 main:574] : INFO : Epoch 1840 | loss: 0.0310765 | val_loss: 0.031196 | Time: 2340.34 ms [2021-04-25 21:59:52 main:574] : INFO : Epoch 1841 | loss: 0.031079 | val_loss: 0.0311984 | Time: 2337.61 ms [2021-04-25 21:59:54 main:574] : INFO : Epoch 1842 | loss: 0.0310685 | val_loss: 0.0311977 | Time: 2327.4 ms [2021-04-25 21:59:56 main:574] : INFO : Epoch 1843 | loss: 0.0310746 | val_loss: 0.0311869 | Time: 2341.27 ms [2021-04-25 21:59:59 main:574] : INFO : Epoch 1844 | loss: 0.031075 | val_loss: 0.0311834 | Time: 2321.27 ms [2021-04-25 22:00:01 main:574] : INFO : Epoch 1845 | loss: 0.0310698 | val_loss: 0.0311923 | Time: 2402.76 ms [2021-04-25 22:00:04 main:574] : INFO : Epoch 1846 | loss: 0.031073 | val_loss: 0.0311817 | Time: 2366.52 ms [2021-04-25 22:00:06 main:574] : INFO : Epoch 1847 | loss: 0.0310724 | val_loss: 0.0311802 | Time: 2289.07 ms [2021-04-25 22:00:08 main:574] : INFO : Epoch 1848 | loss: 0.0310682 | val_loss: 0.0311864 | Time: 2342.29 ms [2021-04-25 22:00:10 main:574] : INFO : Epoch 1849 | loss: 0.0310731 | val_loss: 0.0311979 | Time: 2344.73 ms [2021-04-25 22:00:13 main:574] : INFO : Epoch 1850 | loss: 0.031078 | val_loss: 0.0311937 | Time: 2369.09 ms [2021-04-25 22:00:15 main:574] : INFO : Epoch 1851 | loss: 0.031064 | val_loss: 0.0311884 | Time: 2343 ms [2021-04-25 22:00:18 main:574] : INFO : Epoch 1852 | loss: 0.0310661 | val_loss: 0.0311928 | Time: 2337.13 ms [2021-04-25 22:00:20 main:574] : INFO : Epoch 1853 | loss: 0.0310685 | val_loss: 0.0311953 | Time: 2318.16 ms [2021-04-25 22:00:22 main:574] : INFO : Epoch 1854 | loss: 0.0310725 | val_loss: 0.0311862 | Time: 2360 ms [2021-04-25 22:00:25 main:574] : INFO : Epoch 1855 | loss: 0.0310698 | val_loss: 0.0311905 | Time: 2324.91 ms [2021-04-25 22:00:27 main:574] : INFO : Epoch 1856 | loss: 0.031064 | val_loss: 0.0311992 | Time: 2398.5 ms [2021-04-25 22:00:29 main:574] : INFO : Epoch 1857 | loss: 0.0310621 | val_loss: 0.0311975 | Time: 2352.36 ms [2021-04-25 22:00:32 main:574] : INFO : Epoch 1858 | loss: 0.0310685 | val_loss: 0.0312117 | Time: 2354.85 ms [2021-04-25 22:00:34 main:574] : INFO : Epoch 1859 | loss: 0.0310797 | val_loss: 0.031197 | Time: 2388.46 ms [2021-04-25 22:00:36 main:574] : INFO : Epoch 1860 | loss: 0.0310674 | val_loss: 0.0311888 | Time: 2313.06 ms [2021-04-25 22:00:39 main:574] : INFO : Epoch 1861 | loss: 0.0310688 | val_loss: 0.0311977 | Time: 2348.95 ms [2021-04-25 22:00:41 main:574] : INFO : Epoch 1862 | loss: 0.0310696 | val_loss: 0.031186 | Time: 2360.42 ms [2021-04-25 22:00:43 main:574] : INFO : Epoch 1863 | loss: 0.0310657 | val_loss: 0.031187 | Time: 2361.96 ms [2021-04-25 22:00:46 main:574] : INFO : Epoch 1864 | loss: 0.03107 | val_loss: 0.0311867 | Time: 2337.31 ms [2021-04-25 22:00:48 main:574] : INFO : Epoch 1865 | loss: 0.0310702 | val_loss: 0.0311748 | Time: 2340.48 ms [2021-04-25 22:00:51 main:574] : INFO : Epoch 1866 | loss: 0.0310693 | val_loss: 0.0311798 | Time: 2347.2 ms [2021-04-25 22:00:53 main:574] : INFO : Epoch 1867 | loss: 0.0310732 | val_loss: 0.0311727 | Time: 2343.6 ms [2021-04-25 22:00:55 main:574] : INFO : Epoch 1868 | loss: 0.0310709 | val_loss: 0.0311878 | Time: 2348.31 ms [2021-04-25 22:00:58 main:574] : INFO : Epoch 1869 | loss: 0.0310621 | val_loss: 0.0311868 | Time: 2327.67 ms [2021-04-25 22:01:00 main:574] : INFO : Epoch 1870 | loss: 0.031066 | val_loss: 0.031191 | Time: 2298.89 ms [2021-04-25 22:01:02 main:574] : INFO : Epoch 1871 | loss: 0.0310647 | val_loss: 0.0311935 | Time: 2315.98 ms [2021-04-25 22:01:05 main:574] : INFO : Epoch 1872 | loss: 0.031068 | val_loss: 0.0311771 | Time: 2347.86 ms [2021-04-25 22:01:07 main:574] : INFO : Epoch 1873 | loss: 0.0310678 | val_loss: 0.0311797 | Time: 2317.91 ms [2021-04-25 22:01:09 main:574] : INFO : Epoch 1874 | loss: 0.0310688 | val_loss: 0.0311862 | Time: 2347.42 ms [2021-04-25 22:01:12 main:574] : INFO : Epoch 1875 | loss: 0.0310682 | val_loss: 0.0311919 | Time: 2316.71 ms [2021-04-25 22:01:14 main:574] : INFO : Epoch 1876 | loss: 0.0310669 | val_loss: 0.0311971 | Time: 2359.3 ms [2021-04-25 22:01:16 main:574] : INFO : Epoch 1877 | loss: 0.0310667 | val_loss: 0.0311858 | Time: 2341.96 ms [2021-04-25 22:01:19 main:574] : INFO : Epoch 1878 | loss: 0.0310664 | val_loss: 0.0311885 | Time: 2335.74 ms [2021-04-25 22:01:21 main:574] : INFO : Epoch 1879 | loss: 0.0310616 | val_loss: 0.0311944 | Time: 2416.04 ms [2021-04-25 22:01:23 main:574] : INFO : Epoch 1880 | loss: 0.0310617 | val_loss: 0.0311974 | Time: 2325.52 ms [2021-04-25 22:01:26 main:574] : INFO : Epoch 1881 | loss: 0.0310648 | val_loss: 0.0312059 | Time: 2315.17 ms [2021-04-25 22:01:28 main:574] : INFO : Epoch 1882 | loss: 0.0310689 | val_loss: 0.0311849 | Time: 2325.01 ms [2021-04-25 22:01:30 main:574] : INFO : Epoch 1883 | loss: 0.0310667 | val_loss: 0.0311934 | Time: 2321.52 ms [2021-04-25 22:01:33 main:574] : INFO : Epoch 1884 | loss: 0.0310615 | val_loss: 0.0311902 | Time: 2287.88 ms [2021-04-25 22:01:35 main:574] : INFO : Epoch 1885 | loss: 0.0310625 | val_loss: 0.0311953 | Time: 2293.59 ms [2021-04-25 22:01:37 main:574] : INFO : Epoch 1886 | loss: 0.0310655 | val_loss: 0.031184 | Time: 2356.13 ms [2021-04-25 22:01:40 main:574] : INFO : Epoch 1887 | loss: 0.0310767 | val_loss: 0.0311784 | Time: 2366.36 ms [2021-04-25 22:01:42 main:574] : INFO : Epoch 1888 | loss: 0.0310767 | val_loss: 0.0311878 | Time: 2286.39 ms [2021-04-25 22:01:44 main:574] : INFO : Epoch 1889 | loss: 0.0310674 | val_loss: 0.0311988 | Time: 2382.07 ms [2021-04-25 22:01:47 main:574] : INFO : Epoch 1890 | loss: 0.0310642 | val_loss: 0.0312072 | Time: 2317.76 ms [2021-04-25 22:01:49 main:574] : INFO : Epoch 1891 | loss: 0.031065 | val_loss: 0.0311982 | Time: 2330.52 ms [2021-04-25 22:01:51 main:574] : INFO : Epoch 1892 | loss: 0.031061 | val_loss: 0.0311969 | Time: 2327.25 ms [2021-04-25 22:01:54 main:574] : INFO : Epoch 1893 | loss: 0.0310634 | val_loss: 0.0312093 | Time: 2314.45 ms [2021-04-25 22:01:56 main:574] : INFO : Epoch 1894 | loss: 0.031057 | val_loss: 0.0312023 | Time: 2317.41 ms [2021-04-25 22:01:58 main:574] : INFO : Epoch 1895 | loss: 0.0310621 | val_loss: 0.0311992 | Time: 2340.05 ms [2021-04-25 22:02:01 main:574] : INFO : Epoch 1896 | loss: 0.0310608 | val_loss: 0.0311915 | Time: 2347.89 ms [2021-04-25 22:02:03 main:574] : INFO : Epoch 1897 | loss: 0.0310728 | val_loss: 0.0311996 | Time: 2345.5 ms [2021-04-25 22:02:05 main:574] : INFO : Epoch 1898 | loss: 0.0310623 | val_loss: 0.0312047 | Time: 2282.27 ms [2021-04-25 22:02:08 main:574] : INFO : Epoch 1899 | loss: 0.0310587 | val_loss: 0.0312117 | Time: 2332.15 ms [2021-04-25 22:02:10 main:574] : INFO : Epoch 1900 | loss: 0.0310703 | val_loss: 0.0312033 | Time: 2313.22 ms [2021-04-25 22:02:12 main:574] : INFO : Epoch 1901 | loss: 0.0310656 | val_loss: 0.0312258 | Time: 2327.95 ms [2021-04-25 22:02:15 main:574] : INFO : Epoch 1902 | loss: 0.0310589 | val_loss: 0.0312076 | Time: 2305.46 ms [2021-04-25 22:02:17 main:574] : INFO : Epoch 1903 | loss: 0.0310607 | val_loss: 0.0312038 | Time: 2370.99 ms [2021-04-25 22:02:19 main:574] : INFO : Epoch 1904 | loss: 0.0310636 | val_loss: 0.0311916 | Time: 2375.44 ms [2021-04-25 22:02:22 main:574] : INFO : Epoch 1905 | loss: 0.0310608 | val_loss: 0.0311855 | Time: 2349.33 ms [2021-04-25 22:02:24 main:574] : INFO : Epoch 1906 | loss: 0.0310589 | val_loss: 0.0311906 | Time: 2411.84 ms [2021-04-25 22:02:26 main:574] : INFO : Epoch 1907 | loss: 0.0310592 | val_loss: 0.0311852 | Time: 2339.39 ms [2021-04-25 22:02:29 main:574] : INFO : Epoch 1908 | loss: 0.0310569 | val_loss: 0.0312025 | Time: 2372.4 ms [2021-04-25 22:02:31 main:574] : INFO : Epoch 1909 | loss: 0.0310586 | val_loss: 0.0311952 | Time: 2338.03 ms [2021-04-25 22:02:34 main:574] : INFO : Epoch 1910 | loss: 0.0310577 | val_loss: 0.0312087 | Time: 2351.04 ms [2021-04-25 22:02:36 main:574] : INFO : Epoch 1911 | loss: 0.0310646 | val_loss: 0.0311999 | Time: 2348.63 ms [2021-04-25 22:02:38 main:574] : INFO : Epoch 1912 | loss: 0.0310631 | val_loss: 0.0312055 | Time: 2403.66 ms [2021-04-25 22:02:41 main:574] : INFO : Epoch 1913 | loss: 0.0310639 | val_loss: 0.0312056 | Time: 2353.17 ms [2021-04-25 22:02:43 main:574] : INFO : Epoch 1914 | loss: 0.0310663 | val_loss: 0.0311903 | Time: 2380.51 ms [2021-04-25 22:02:45 main:574] : INFO : Epoch 1915 | loss: 0.0310806 | val_loss: 0.031185 | Time: 2322.12 ms [2021-04-25 22:02:48 main:574] : INFO : Epoch 1916 | loss: 0.0310706 | val_loss: 0.0311904 | Time: 2322.6 ms [2021-04-25 22:02:50 main:574] : INFO : Epoch 1917 | loss: 0.0310642 | val_loss: 0.0311999 | Time: 2377.49 ms [2021-04-25 22:02:52 main:574] : INFO : Epoch 1918 | loss: 0.0310669 | val_loss: 0.0312024 | Time: 2335.05 ms [2021-04-25 22:02:55 main:574] : INFO : Epoch 1919 | loss: 0.0310676 | val_loss: 0.0311953 | Time: 2339.78 ms [2021-04-25 22:02:57 main:574] : INFO : Epoch 1920 | loss: 0.0310612 | val_loss: 0.0312025 | Time: 2360.19 ms [2021-04-25 22:02:59 main:574] : INFO : Epoch 1921 | loss: 0.0310571 | val_loss: 0.0311928 | Time: 2349.68 ms [2021-04-25 22:03:02 main:574] : INFO : Epoch 1922 | loss: 0.0310604 | val_loss: 0.0311869 | Time: 2328.28 ms [2021-04-25 22:03:04 main:574] : INFO : Epoch 1923 | loss: 0.031062 | val_loss: 0.031181 | Time: 2314.68 ms [2021-04-25 22:03:07 main:574] : INFO : Epoch 1924 | loss: 0.0310623 | val_loss: 0.0311956 | Time: 2375.33 ms [2021-04-25 22:03:09 main:574] : INFO : Epoch 1925 | loss: 0.0310642 | val_loss: 0.031187 | Time: 2341.14 ms [2021-04-25 22:03:11 main:574] : INFO : Epoch 1926 | loss: 0.0310604 | val_loss: 0.0312118 | Time: 2359.27 ms [2021-04-25 22:03:14 main:574] : INFO : Epoch 1927 | loss: 0.0310594 | val_loss: 0.0311797 | Time: 2396.02 ms [2021-04-25 22:03:16 main:574] : INFO : Epoch 1928 | loss: 0.0310606 | val_loss: 0.0312091 | Time: 2377.61 ms [2021-04-25 22:03:18 main:574] : INFO : Epoch 1929 | loss: 0.0310612 | val_loss: 0.0311974 | Time: 2353.23 ms [2021-04-25 22:03:21 main:574] : INFO : Epoch 1930 | loss: 0.031064 | val_loss: 0.0311855 | Time: 2342.69 ms [2021-04-25 22:03:23 main:574] : INFO : Epoch 1931 | loss: 0.0310667 | val_loss: 0.0311961 | Time: 2385.5 ms [2021-04-25 22:03:25 main:574] : INFO : Epoch 1932 | loss: 0.031055 | val_loss: 0.0311942 | Time: 2358.63 ms [2021-04-25 22:03:28 main:574] : INFO : Epoch 1933 | loss: 0.0310649 | val_loss: 0.0311795 | Time: 2311.35 ms [2021-04-25 22:03:30 main:574] : INFO : Epoch 1934 | loss: 0.0310663 | val_loss: 0.0311916 | Time: 2377.15 ms [2021-04-25 22:03:33 main:574] : INFO : Epoch 1935 | loss: 0.0310592 | val_loss: 0.0312 | Time: 2337.57 ms [2021-04-25 22:03:35 main:574] : INFO : Epoch 1936 | loss: 0.0310614 | val_loss: 0.0311932 | Time: 2340.01 ms [2021-04-25 22:03:37 main:574] : INFO : Epoch 1937 | loss: 0.0310588 | val_loss: 0.0312004 | Time: 2354.2 ms [2021-04-25 22:03:40 main:574] : INFO : Epoch 1938 | loss: 0.0310532 | val_loss: 0.0312222 | Time: 2341.96 ms [2021-04-25 22:03:42 main:574] : INFO : Epoch 1939 | loss: 0.031059 | val_loss: 0.0312068 | Time: 2361.86 ms [2021-04-25 22:03:44 main:574] : INFO : Epoch 1940 | loss: 0.0310596 | val_loss: 0.0312179 | Time: 2443.91 ms [2021-04-25 22:03:47 main:574] : INFO : Epoch 1941 | loss: 0.0310655 | val_loss: 0.0312106 | Time: 2327.1 ms [2021-04-25 22:03:49 main:574] : INFO : Epoch 1942 | loss: 0.0310647 | val_loss: 0.0311958 | Time: 2366.63 ms [2021-04-25 22:03:51 main:574] : INFO : Epoch 1943 | loss: 0.0310641 | val_loss: 0.0311911 | Time: 2364.49 ms [2021-04-25 22:03:54 main:574] : INFO : Epoch 1944 | loss: 0.0310597 | val_loss: 0.031185 | Time: 2301.35 ms [2021-04-25 22:03:56 main:574] : INFO : Epoch 1945 | loss: 0.0310588 | val_loss: 0.0311925 | Time: 2290.2 ms [2021-04-25 22:03:58 main:574] : INFO : Epoch 1946 | loss: 0.0310547 | val_loss: 0.0311979 | Time: 2343.41 ms [2021-04-25 22:04:01 main:574] : INFO : Epoch 1947 | loss: 0.0310541 | val_loss: 0.0311809 | Time: 2336.68 ms [2021-04-25 22:04:03 main:574] : INFO : Epoch 1948 | loss: 0.0310484 | val_loss: 0.0311968 | Time: 2303.54 ms [2021-04-25 22:04:05 main:574] : INFO : Epoch 1949 | loss: 0.0310562 | val_loss: 0.0312075 | Time: 2316.75 ms [2021-04-25 22:04:08 main:574] : INFO : Epoch 1950 | loss: 0.0310574 | val_loss: 0.0312147 | Time: 2322.33 ms [2021-04-25 22:04:10 main:574] : INFO : Epoch 1951 | loss: 0.0310544 | val_loss: 0.0311924 | Time: 2308.96 ms [2021-04-25 22:04:12 main:574] : INFO : Epoch 1952 | loss: 0.0310565 | val_loss: 0.0311808 | Time: 2318.26 ms [2021-04-25 22:04:15 main:574] : INFO : Epoch 1953 | loss: 0.0310592 | val_loss: 0.0311832 | Time: 2347.31 ms [2021-04-25 22:04:17 main:574] : INFO : Epoch 1954 | loss: 0.0310583 | val_loss: 0.0311816 | Time: 2356.05 ms [2021-04-25 22:04:19 main:574] : INFO : Epoch 1955 | loss: 0.0310612 | val_loss: 0.0312038 | Time: 2341.24 ms [2021-04-25 22:04:22 main:574] : INFO : Epoch 1956 | loss: 0.0310629 | val_loss: 0.0311842 | Time: 2325.57 ms [2021-04-25 22:04:24 main:574] : INFO : Epoch 1957 | loss: 0.0310613 | val_loss: 0.0312173 | Time: 2293.52 ms [2021-04-25 22:04:26 main:574] : INFO : Epoch 1958 | loss: 0.0310567 | val_loss: 0.0311902 | Time: 2345.38 ms [2021-04-25 22:04:29 main:574] : INFO : Epoch 1959 | loss: 0.0310565 | val_loss: 0.0311831 | Time: 2334.39 ms [2021-04-25 22:04:31 main:574] : INFO : Epoch 1960 | loss: 0.0310569 | val_loss: 0.0312056 | Time: 2321.51 ms [2021-04-25 22:04:33 main:574] : INFO : Epoch 1961 | loss: 0.031055 | val_loss: 0.0312149 | Time: 2318.48 ms [2021-04-25 22:04:36 main:574] : INFO : Epoch 1962 | loss: 0.031057 | val_loss: 0.0312086 | Time: 2362.56 ms [2021-04-25 22:04:38 main:574] : INFO : Epoch 1963 | loss: 0.0310504 | val_loss: 0.0312069 | Time: 2325.9 ms [2021-04-25 22:04:40 main:574] : INFO : Epoch 1964 | loss: 0.031051 | val_loss: 0.0311951 | Time: 2340.39 ms [2021-04-25 22:04:43 main:574] : INFO : Epoch 1965 | loss: 0.0310522 | val_loss: 0.031204 | Time: 2378.68 ms [2021-04-25 22:04:45 main:574] : INFO : Epoch 1966 | loss: 0.0310505 | val_loss: 0.0312007 | Time: 2383.82 ms [2021-04-25 22:04:47 main:574] : INFO : Epoch 1967 | loss: 0.0310526 | val_loss: 0.0311928 | Time: 2300.99 ms [2021-04-25 22:04:50 main:574] : INFO : Epoch 1968 | loss: 0.0310517 | val_loss: 0.0312142 | Time: 2335.01 ms [2021-04-25 22:04:52 main:574] : INFO : Epoch 1969 | loss: 0.031056 | val_loss: 0.0312193 | Time: 2312.3 ms [2021-04-25 22:04:54 main:574] : INFO : Epoch 1970 | loss: 0.0310528 | val_loss: 0.0312077 | Time: 2352.32 ms [2021-04-25 22:04:57 main:574] : INFO : Epoch 1971 | loss: 0.0310518 | val_loss: 0.0311863 | Time: 2375.04 ms [2021-04-25 22:04:59 main:574] : INFO : Epoch 1972 | loss: 0.0310521 | val_loss: 0.0312105 | Time: 2373.74 ms [2021-04-25 22:05:02 main:574] : INFO : Epoch 1973 | loss: 0.031058 | val_loss: 0.0311969 | Time: 2366.54 ms [2021-04-25 22:05:04 main:574] : INFO : Epoch 1974 | loss: 0.0310526 | val_loss: 0.0312133 | Time: 2322.37 ms [2021-04-25 22:05:06 main:574] : INFO : Epoch 1975 | loss: 0.031063 | val_loss: 0.0311922 | Time: 2280.75 ms [2021-04-25 22:05:09 main:574] : INFO : Epoch 1976 | loss: 0.0310525 | val_loss: 0.0312338 | Time: 2301.07 ms [2021-04-25 22:05:11 main:574] : INFO : Epoch 1977 | loss: 0.0310586 | val_loss: 0.0311975 | Time: 2325.17 ms [2021-04-25 22:05:13 main:574] : INFO : Epoch 1978 | loss: 0.0310594 | val_loss: 0.0311862 | Time: 2332.4 ms [2021-04-25 22:05:16 main:574] : INFO : Epoch 1979 | loss: 0.0310584 | val_loss: 0.0312173 | Time: 2318.07 ms [2021-04-25 22:05:18 main:574] : INFO : Epoch 1980 | loss: 0.0310574 | val_loss: 0.0311952 | Time: 2346.27 ms [2021-04-25 22:05:20 main:574] : INFO : Epoch 1981 | loss: 0.0310567 | val_loss: 0.0312169 | Time: 2291.88 ms [2021-04-25 22:05:23 main:574] : INFO : Epoch 1982 | loss: 0.0310543 | val_loss: 0.0312144 | Time: 2316.95 ms [2021-04-25 22:05:25 main:574] : INFO : Epoch 1983 | loss: 0.0310507 | val_loss: 0.0312057 | Time: 2291.95 ms [2021-04-25 22:05:27 main:574] : INFO : Epoch 1984 | loss: 0.0310471 | val_loss: 0.031188 | Time: 2360.47 ms [2021-04-25 22:05:29 main:574] : INFO : Epoch 1985 | loss: 0.0310469 | val_loss: 0.0311999 | Time: 2313.39 ms [2021-04-25 22:05:32 main:574] : INFO : Epoch 1986 | loss: 0.031055 | val_loss: 0.0312077 | Time: 2287.09 ms [2021-04-25 22:05:34 main:574] : INFO : Epoch 1987 | loss: 0.0310547 | val_loss: 0.0312168 | Time: 2324.87 ms [2021-04-25 22:05:36 main:574] : INFO : Epoch 1988 | loss: 0.0310601 | val_loss: 0.0312029 | Time: 2327.04 ms [2021-04-25 22:05:39 main:574] : INFO : Epoch 1989 | loss: 0.0310667 | val_loss: 0.0311789 | Time: 2319.78 ms [2021-04-25 22:05:41 main:574] : INFO : Epoch 1990 | loss: 0.031057 | val_loss: 0.0312083 | Time: 2342.52 ms [2021-04-25 22:05:43 main:574] : INFO : Epoch 1991 | loss: 0.0310571 | val_loss: 0.0312095 | Time: 2319.15 ms [2021-04-25 22:05:46 main:574] : INFO : Epoch 1992 | loss: 0.0310476 | val_loss: 0.0311861 | Time: 2297.14 ms [2021-04-25 22:05:48 main:574] : INFO : Epoch 1993 | loss: 0.0310469 | val_loss: 0.0311936 | Time: 2293.12 ms [2021-04-25 22:05:50 main:574] : INFO : Epoch 1994 | loss: 0.031054 | val_loss: 0.0311997 | Time: 2340.77 ms [2021-04-25 22:05:53 main:574] : INFO : Epoch 1995 | loss: 0.0310564 | val_loss: 0.0312012 | Time: 2315.72 ms [2021-04-25 22:05:55 main:574] : INFO : Epoch 1996 | loss: 0.0310478 | val_loss: 0.0311963 | Time: 2356.41 ms [2021-04-25 22:05:57 main:574] : INFO : Epoch 1997 | loss: 0.0310576 | val_loss: 0.0312117 | Time: 2374.88 ms [2021-04-25 22:06:00 main:574] : INFO : Epoch 1998 | loss: 0.0310549 | val_loss: 0.0311986 | Time: 2350.48 ms [2021-04-25 22:06:02 main:574] : INFO : Epoch 1999 | loss: 0.031049 | val_loss: 0.0311979 | Time: 2383.72 ms [2021-04-25 22:06:05 main:574] : INFO : Epoch 2000 | loss: 0.031052 | val_loss: 0.0311978 | Time: 2380.98 ms [2021-04-25 22:06:07 main:574] : INFO : Epoch 2001 | loss: 0.0310505 | val_loss: 0.0312053 | Time: 2359.1 ms [2021-04-25 22:06:09 main:574] : INFO : Epoch 2002 | loss: 0.0310494 | val_loss: 0.0311963 | Time: 2341.24 ms [2021-04-25 22:06:12 main:574] : INFO : Epoch 2003 | loss: 0.0310521 | val_loss: 0.0312195 | Time: 2395.54 ms [2021-04-25 22:06:14 main:574] : INFO : Epoch 2004 | loss: 0.0310468 | val_loss: 0.0311963 | Time: 2359.89 ms [2021-04-25 22:06:16 main:574] : INFO : Epoch 2005 | loss: 0.0310483 | val_loss: 0.0312042 | Time: 2386.99 ms [2021-04-25 22:06:19 main:574] : INFO : Epoch 2006 | loss: 0.0310501 | val_loss: 0.0312016 | Time: 2368.2 ms [2021-04-25 22:06:21 main:574] : INFO : Epoch 2007 | loss: 0.0310393 | val_loss: 0.0312101 | Time: 2293.46 ms [2021-04-25 22:06:23 main:574] : INFO : Epoch 2008 | loss: 0.0310452 | val_loss: 0.0312109 | Time: 2325.16 ms [2021-04-25 22:06:26 main:574] : INFO : Epoch 2009 | loss: 0.0310534 | val_loss: 0.0311899 | Time: 2374.77 ms [2021-04-25 22:06:28 main:574] : INFO : Epoch 2010 | loss: 0.0310527 | val_loss: 0.031201 | Time: 2342.96 ms [2021-04-25 22:06:31 main:574] : INFO : Epoch 2011 | loss: 0.0310469 | val_loss: 0.0311977 | Time: 2334.74 ms [2021-04-25 22:06:33 main:574] : INFO : Epoch 2012 | loss: 0.0310443 | val_loss: 0.031207 | Time: 2423.23 ms [2021-04-25 22:06:35 main:574] : INFO : Epoch 2013 | loss: 0.0310447 | val_loss: 0.031199 | Time: 2365.5 ms [2021-04-25 22:06:38 main:574] : INFO : Epoch 2014 | loss: 0.0310526 | val_loss: 0.0311829 | Time: 2349.31 ms [2021-04-25 22:06:40 main:574] : INFO : Epoch 2015 | loss: 0.0310528 | val_loss: 0.0312111 | Time: 2336.52 ms [2021-04-25 22:06:42 main:574] : INFO : Epoch 2016 | loss: 0.0310478 | val_loss: 0.0311983 | Time: 2357.01 ms [2021-04-25 22:06:45 main:574] : INFO : Epoch 2017 | loss: 0.0310458 | val_loss: 0.0312062 | Time: 2351.55 ms [2021-04-25 22:06:47 main:574] : INFO : Epoch 2018 | loss: 0.0310456 | val_loss: 0.0312079 | Time: 2345.3 ms [2021-04-25 22:06:49 main:574] : INFO : Epoch 2019 | loss: 0.0310436 | val_loss: 0.0312089 | Time: 2349.06 ms [2021-04-25 22:06:52 main:574] : INFO : Epoch 2020 | loss: 0.0310413 | val_loss: 0.0312139 | Time: 2377.23 ms [2021-04-25 22:06:54 main:574] : INFO : Epoch 2021 | loss: 0.0310408 | val_loss: 0.0312104 | Time: 2360.76 ms [2021-04-25 22:06:57 main:574] : INFO : Epoch 2022 | loss: 0.0310449 | val_loss: 0.0312143 | Time: 2365.99 ms [2021-04-25 22:06:59 main:574] : INFO : Epoch 2023 | loss: 0.0310448 | val_loss: 0.0312152 | Time: 2364.64 ms [2021-04-25 22:07:01 main:574] : INFO : Epoch 2024 | loss: 0.0310403 | val_loss: 0.0311944 | Time: 2347.5 ms [2021-04-25 22:07:04 main:574] : INFO : Epoch 2025 | loss: 0.0310453 | val_loss: 0.031213 | Time: 2342.96 ms [2021-04-25 22:07:06 main:574] : INFO : Epoch 2026 | loss: 0.0310438 | val_loss: 0.0312257 | Time: 2350.4 ms [2021-04-25 22:07:08 main:574] : INFO : Epoch 2027 | loss: 0.0310446 | val_loss: 0.0311905 | Time: 2358.46 ms [2021-04-25 22:07:11 main:574] : INFO : Epoch 2028 | loss: 0.031044 | val_loss: 0.0311994 | Time: 2324.2 ms [2021-04-25 22:07:13 main:574] : INFO : Epoch 2029 | loss: 0.0310402 | val_loss: 0.0312129 | Time: 2343.02 ms [2021-04-25 22:07:15 main:574] : INFO : Epoch 2030 | loss: 0.0310404 | val_loss: 0.0312254 | Time: 2346.65 ms [2021-04-25 22:07:18 main:574] : INFO : Epoch 2031 | loss: 0.0310454 | val_loss: 0.0312124 | Time: 2309.52 ms [2021-04-25 22:07:20 main:574] : INFO : Epoch 2032 | loss: 0.0310483 | val_loss: 0.0312009 | Time: 2323.82 ms [2021-04-25 22:07:22 main:574] : INFO : Epoch 2033 | loss: 0.0310443 | val_loss: 0.031206 | Time: 2347.72 ms [2021-04-25 22:07:25 main:574] : INFO : Epoch 2034 | loss: 0.0310437 | val_loss: 0.0312111 | Time: 2318.33 ms [2021-04-25 22:07:27 main:574] : INFO : Epoch 2035 | loss: 0.0310471 | val_loss: 0.0312225 | Time: 2358.95 ms [2021-04-25 22:07:29 main:574] : INFO : Epoch 2036 | loss: 0.031043 | val_loss: 0.0312073 | Time: 2263.3 ms [2021-04-25 22:07:32 main:574] : INFO : Epoch 2037 | loss: 0.0310457 | val_loss: 0.0312162 | Time: 2321.79 ms [2021-04-25 22:07:34 main:574] : INFO : Epoch 2038 | loss: 0.0310501 | val_loss: 0.0312233 | Time: 2362.17 ms [2021-04-25 22:07:36 main:574] : INFO : Epoch 2039 | loss: 0.0310395 | val_loss: 0.031203 | Time: 2336.33 ms [2021-04-25 22:07:39 main:574] : INFO : Epoch 2040 | loss: 0.0310486 | val_loss: 0.0312079 | Time: 2404.14 ms [2021-04-25 22:07:41 main:574] : INFO : Epoch 2041 | loss: 0.0310458 | val_loss: 0.0311973 | Time: 2321.29 ms [2021-04-25 22:07:43 main:574] : INFO : Epoch 2042 | loss: 0.0310518 | val_loss: 0.0311921 | Time: 2372.21 ms [2021-04-25 22:07:46 main:574] : INFO : Epoch 2043 | loss: 0.0310462 | val_loss: 0.0311932 | Time: 2347.79 ms [2021-04-25 22:07:48 main:574] : INFO : Epoch 2044 | loss: 0.0310559 | val_loss: 0.0312009 | Time: 2356.76 ms [2021-04-25 22:07:51 main:574] : INFO : Epoch 2045 | loss: 0.0310465 | val_loss: 0.0311997 | Time: 2590.55 ms [2021-04-25 22:07:53 main:574] : INFO : Epoch 2046 | loss: 0.0310431 | val_loss: 0.0312143 | Time: 2327.25 ms [2021-04-25 22:07:55 main:574] : INFO : Epoch 2047 | loss: 0.0310427 | val_loss: 0.0312053 | Time: 2350.41 ms [2021-04-25 22:07:58 main:574] : INFO : Epoch 2048 | loss: 0.0310447 | val_loss: 0.0311966 | Time: 2353.36 ms [2021-04-25 22:07:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311966 [2021-04-25 22:07:58 main:603] : INFO : Saving end state to config to file [2021-04-25 22:07:58 main:608] : INFO : Success, exiting.. 22:07:58 (5504): 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)