Task 7721299
| Name | ParityModified-1631733446-23195-1_2 |
| Workunit | 5133100 |
| Created | 30 Sep 2021, 12:36:14 UTC |
| Sent | 1 Oct 2021, 4:24:31 UTC |
| Report deadline | 8 Oct 2021, 4:24:31 UTC |
| Received | 2 Oct 2021, 8:24:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 22 min 7 sec |
| CPU time | 1 hours 20 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1572 | loss: 0.0311367 | val_loss: 0.0311696 | Time: 2264.34 ms [2021-10-01 07:26:37 main:574] : INFO : Epoch 1573 | loss: 0.031139 | val_loss: 0.0311753 | Time: 2292.3 ms [2021-10-01 07:26:39 main:574] : INFO : Epoch 1574 | loss: 0.031136 | val_loss: 0.0311672 | Time: 2350.05 ms [2021-10-01 07:26:42 main:574] : INFO : Epoch 1575 | loss: 0.0311361 | val_loss: 0.0311714 | Time: 2363.68 ms [2021-10-01 07:26:44 main:574] : INFO : Epoch 1576 | loss: 0.0311382 | val_loss: 0.0311738 | Time: 2276.58 ms [2021-10-01 07:26:46 main:574] : INFO : Epoch 1577 | loss: 0.0311367 | val_loss: 0.0311688 | Time: 2361.04 ms [2021-10-01 07:26:49 main:574] : INFO : Epoch 1578 | loss: 0.0311345 | val_loss: 0.0311743 | Time: 2384.62 ms [2021-10-01 07:26:51 main:574] : INFO : Epoch 1579 | loss: 0.031133 | val_loss: 0.0311725 | Time: 2349.41 ms [2021-10-01 07:26:53 main:574] : INFO : Epoch 1580 | loss: 0.0311347 | val_loss: 0.0311752 | Time: 2352.93 ms [2021-10-01 07:26:56 main:574] : INFO : Epoch 1581 | loss: 0.0311328 | val_loss: 0.0311715 | Time: 2394.56 ms [2021-10-01 07:26:58 main:574] : INFO : Epoch 1582 | loss: 0.0311314 | val_loss: 0.0311714 | Time: 2358.45 ms [2021-10-01 07:27:00 main:574] : INFO : Epoch 1583 | loss: 0.0311316 | val_loss: 0.031172 | Time: 2257.1 ms [2021-10-01 07:27:03 main:574] : INFO : Epoch 1584 | loss: 0.0311311 | val_loss: 0.031168 | Time: 2316.49 ms [2021-10-01 07:27:05 main:574] : INFO : Epoch 1585 | loss: 0.0311311 | val_loss: 0.0311731 | Time: 2335.18 ms [2021-10-01 07:27:07 main:574] : INFO : Epoch 1586 | loss: 0.0311315 | val_loss: 0.0311697 | Time: 2338.66 ms [2021-10-01 07:27:10 main:574] : INFO : Epoch 1587 | loss: 0.0311311 | val_loss: 0.0311731 | Time: 2292.36 ms [2021-10-01 07:27:12 main:574] : INFO : Epoch 1588 | loss: 0.0311373 | val_loss: 0.0311703 | Time: 2364.26 ms [2021-10-01 07:27:15 main:574] : INFO : Epoch 1589 | loss: 0.0311414 | val_loss: 0.0311701 | Time: 2467.68 ms [2021-10-01 07:27:17 main:574] : INFO : Epoch 1590 | loss: 0.0311403 | val_loss: 0.0311664 | Time: 2383.41 ms [2021-10-01 07:27:19 main:574] : INFO : Epoch 1591 | loss: 0.0311373 | val_loss: 0.0311755 | Time: 2314.75 ms [2021-10-01 07:27:22 main:574] : INFO : Epoch 1592 | loss: 0.031139 | val_loss: 0.0311717 | Time: 2461.35 ms [2021-10-01 07:27:24 main:574] : INFO : Epoch 1593 | loss: 0.0311373 | val_loss: 0.03117 | Time: 2292.6 ms [2021-10-01 07:27:26 main:574] : INFO : Epoch 1594 | loss: 0.031136 | val_loss: 0.031168 | Time: 2230.27 ms [2021-10-01 07:27:29 main:574] : INFO : Epoch 1595 | loss: 0.031138 | val_loss: 0.0311686 | Time: 2347.65 ms [2021-10-01 07:27:31 main:574] : INFO : Epoch 1596 | loss: 0.0311362 | val_loss: 0.0311705 | Time: 2338.05 ms [2021-10-01 07:27:33 main:574] : INFO : Epoch 1597 | loss: 0.0311349 | val_loss: 0.0311704 | Time: 2287.27 ms [2021-10-01 07:27:36 main:574] : INFO : Epoch 1598 | loss: 0.0311336 | val_loss: 0.0311693 | Time: 2296.84 ms [2021-10-01 07:27:38 main:574] : INFO : Epoch 1599 | loss: 0.0311336 | val_loss: 0.0311681 | Time: 2459.82 ms [2021-10-01 07:27:40 main:574] : INFO : Epoch 1600 | loss: 0.0311348 | val_loss: 0.0311716 | Time: 2415.81 ms [2021-10-01 07:27:43 main:574] : INFO : Epoch 1601 | loss: 0.0311335 | val_loss: 0.0311742 | Time: 2327.37 ms [2021-10-01 07:27:45 main:574] : INFO : Epoch 1602 | loss: 0.0311348 | val_loss: 0.0311776 | Time: 2332 ms [2021-10-01 07:27:47 main:574] : INFO : Epoch 1603 | loss: 0.031138 | val_loss: 0.0311751 | Time: 2376.45 ms [2021-10-01 07:27:50 main:574] : INFO : Epoch 1604 | loss: 0.0311369 | val_loss: 0.0311697 | Time: 2271.75 ms [2021-10-01 07:27:52 main:574] : INFO : Epoch 1605 | loss: 0.0311367 | val_loss: 0.0311737 | Time: 2256.85 ms [2021-10-01 07:27:54 main:574] : INFO : Epoch 1606 | loss: 0.0311351 | val_loss: 0.0311711 | Time: 2311.61 ms [2021-10-01 07:27:57 main:574] : INFO : Epoch 1607 | loss: 0.0311365 | val_loss: 0.0311757 | Time: 2325.39 ms [2021-10-01 07:27:59 main:574] : INFO : Epoch 1608 | loss: 0.0311562 | val_loss: 0.0311744 | Time: 2264.3 ms [2021-10-01 07:28:01 main:574] : INFO : Epoch 1609 | loss: 0.0311575 | val_loss: 0.0311811 | Time: 2324.94 ms [2021-10-01 07:28:04 main:574] : INFO : Epoch 1610 | loss: 0.0311576 | val_loss: 0.031174 | Time: 2353.4 ms [2021-10-01 07:28:06 main:574] : INFO : Epoch 1611 | loss: 0.0311523 | val_loss: 0.0311754 | Time: 2364.9 ms [2021-10-01 07:28:08 main:574] : INFO : Epoch 1612 | loss: 0.0311529 | val_loss: 0.0311708 | Time: 2328.78 ms [2021-10-01 07:28:11 main:574] : INFO : Epoch 1613 | loss: 0.0311495 | val_loss: 0.0311691 | Time: 2380.5 ms [2021-10-01 07:28:13 main:574] : INFO : Epoch 1614 | loss: 0.0311518 | val_loss: 0.0311703 | Time: 2332.34 ms [2021-10-01 07:28:15 main:574] : INFO : Epoch 1615 | loss: 0.0311511 | val_loss: 0.031176 | Time: 2263.41 ms [2021-10-01 07:28:18 main:574] : INFO : Epoch 1616 | loss: 0.0311474 | val_loss: 0.03117 | Time: 2271.38 ms [2021-10-01 07:28:20 main:574] : INFO : Epoch 1617 | loss: 0.0311472 | val_loss: 0.0311687 | Time: 2265.79 ms [2021-10-01 07:28:22 main:574] : INFO : Epoch 1618 | loss: 0.0311481 | val_loss: 0.0311797 | Time: 2315.42 ms [2021-10-01 07:28:24 main:574] : INFO : Epoch 1619 | loss: 0.0311496 | val_loss: 0.0311806 | Time: 2275.03 ms [2021-10-01 07:28:27 main:574] : INFO : Epoch 1620 | loss: 0.0311473 | val_loss: 0.0311697 | Time: 2400.75 ms [2021-10-01 07:28:29 main:574] : INFO : Epoch 1621 | loss: 0.0311458 | val_loss: 0.0311713 | Time: 2341.56 ms [2021-10-01 07:28:32 main:574] : INFO : Epoch 1622 | loss: 0.0311449 | val_loss: 0.0311709 | Time: 2369.62 ms [2021-10-01 07:28:34 main:574] : INFO : Epoch 1623 | loss: 0.0311454 | val_loss: 0.0311731 | Time: 2350.22 ms [2021-10-01 07:28:36 main:574] : INFO : Epoch 1624 | loss: 0.0311447 | val_loss: 0.0311703 | Time: 2304.45 ms [2021-10-01 07:28:39 main:574] : INFO : Epoch 1625 | loss: 0.0311447 | val_loss: 0.0311683 | Time: 2350.38 ms [2021-10-01 07:28:41 main:574] : INFO : Epoch 1626 | loss: 0.0311449 | val_loss: 0.0311709 | Time: 2315.8 ms [2021-10-01 07:28:43 main:574] : INFO : Epoch 1627 | loss: 0.0311417 | val_loss: 0.0311674 | Time: 2346.75 ms [2021-10-01 07:28:46 main:574] : INFO : Epoch 1628 | loss: 0.0311411 | val_loss: 0.0311676 | Time: 2303.04 ms [2021-10-01 07:28:48 main:574] : INFO : Epoch 1629 | loss: 0.0311399 | val_loss: 0.0311715 | Time: 2278.59 ms [2021-10-01 07:28:50 main:574] : INFO : Epoch 1630 | loss: 0.0311428 | val_loss: 0.0311764 | Time: 2274.2 ms [2021-10-01 07:28:53 main:574] : INFO : Epoch 1631 | loss: 0.031143 | val_loss: 0.0311684 | Time: 2381.68 ms [2021-10-01 07:28:55 main:574] : INFO : Epoch 1632 | loss: 0.0311387 | val_loss: 0.0311709 | Time: 2309.29 ms [2021-10-01 07:28:57 main:574] : INFO : Epoch 1633 | loss: 0.0311393 | val_loss: 0.0311706 | Time: 2381.77 ms [2021-10-01 07:29:00 main:574] : INFO : Epoch 1634 | loss: 0.031139 | val_loss: 0.0311703 | Time: 2400.08 ms [2021-10-01 07:29:02 main:574] : INFO : Epoch 1635 | loss: 0.0311393 | val_loss: 0.0311712 | Time: 2329.94 ms [2021-10-01 07:29:04 main:574] : INFO : Epoch 1636 | loss: 0.0311407 | val_loss: 0.0311704 | Time: 2268.38 ms [2021-10-01 07:29:07 main:574] : INFO : Epoch 1637 | loss: 0.031137 | val_loss: 0.031169 | Time: 2333.75 ms [2021-10-01 07:29:09 main:574] : INFO : Epoch 1638 | loss: 0.0311368 | val_loss: 0.0311702 | Time: 2343.14 ms [2021-10-01 07:29:11 main:574] : INFO : Epoch 1639 | loss: 0.0311367 | val_loss: 0.0311687 | Time: 2248.45 ms [2021-10-01 07:29:14 main:574] : INFO : Epoch 1640 | loss: 0.0311369 | val_loss: 0.0311686 | Time: 2254.97 ms [2021-10-01 07:29:16 main:574] : INFO : Epoch 1641 | loss: 0.031135 | val_loss: 0.0311767 | Time: 2374.55 ms [2021-10-01 07:29:18 main:574] : INFO : Epoch 1642 | loss: 0.0311374 | val_loss: 0.0311685 | Time: 2359.56 ms [2021-10-01 07:29:21 main:574] : INFO : Epoch 1643 | loss: 0.0311363 | val_loss: 0.0311703 | Time: 2349.58 ms [2021-10-01 07:29:23 main:574] : INFO : Epoch 1644 | loss: 0.0311383 | val_loss: 0.0311707 | Time: 2417.25 ms [2021-10-01 07:29:26 main:574] : INFO : Epoch 1645 | loss: 0.0311356 | val_loss: 0.0311725 | Time: 2368.79 ms [2021-10-01 07:29:28 main:574] : INFO : Epoch 1646 | loss: 0.0311373 | val_loss: 0.0311716 | Time: 2291.19 ms [2021-10-01 07:29:30 main:574] : INFO : Epoch 1647 | loss: 0.0311387 | val_loss: 0.0311738 | Time: 2323.28 ms [2021-10-01 07:29:33 main:574] : INFO : Epoch 1648 | loss: 0.0311391 | val_loss: 0.0311698 | Time: 2368.31 ms [2021-10-01 07:29:35 main:574] : INFO : Epoch 1649 | loss: 0.0311375 | val_loss: 0.0311706 | Time: 2311.96 ms [2021-10-01 07:29:37 main:574] : INFO : Epoch 1650 | loss: 0.0311356 | val_loss: 0.0311738 | Time: 2237.7 ms [2021-10-01 07:29:39 main:574] : INFO : Epoch 1651 | loss: 0.0311363 | val_loss: 0.0311682 | Time: 2309.23 ms [2021-10-01 07:29:42 main:574] : INFO : Epoch 1652 | loss: 0.0311344 | val_loss: 0.0311744 | Time: 2334.8 ms [2021-10-01 07:29:44 main:574] : INFO : Epoch 1653 | loss: 0.031135 | val_loss: 0.0311706 | Time: 2384.26 ms [2021-10-01 07:29:47 main:574] : INFO : Epoch 1654 | loss: 0.0311333 | val_loss: 0.0311716 | Time: 2354.05 ms [2021-10-01 07:29:49 main:574] : INFO : Epoch 1655 | loss: 0.0311372 | val_loss: 0.031171 | Time: 2378.36 ms [2021-10-01 07:29:51 main:574] : INFO : Epoch 1656 | loss: 0.0311364 | val_loss: 0.0311729 | Time: 2340.54 ms [2021-10-01 07:29:54 main:574] : INFO : Epoch 1657 | loss: 0.0311373 | val_loss: 0.0311789 | Time: 2240.57 ms [2021-10-01 07:29:56 main:574] : INFO : Epoch 1658 | loss: 0.0311359 | val_loss: 0.0311728 | Time: 2337.97 ms [2021-10-01 07:29:58 main:574] : INFO : Epoch 1659 | loss: 0.0311351 | val_loss: 0.0311741 | Time: 2434.51 ms [2021-10-01 07:30:01 main:574] : INFO : Epoch 1660 | loss: 0.0311348 | val_loss: 0.0311706 | Time: 2297.66 ms [2021-10-01 07:30:03 main:574] : INFO : Epoch 1661 | loss: 0.0311367 | val_loss: 0.0311694 | Time: 2230.33 ms [2021-10-01 07:30:05 main:574] : INFO : Epoch 1662 | loss: 0.0311379 | val_loss: 0.0311735 | Time: 2381.54 ms [2021-10-01 07:30:08 main:574] : INFO : Epoch 1663 | loss: 0.0311371 | val_loss: 0.0311727 | Time: 2330.2 ms [2021-10-01 07:30:10 main:574] : INFO : Epoch 1664 | loss: 0.0311381 | val_loss: 0.0311703 | Time: 2341.97 ms [2021-10-01 07:30:12 main:574] : INFO : Epoch 1665 | loss: 0.0311355 | val_loss: 0.0311706 | Time: 2345.12 ms [2021-10-01 07:30:15 main:574] : INFO : Epoch 1666 | loss: 0.0311399 | val_loss: 0.0311734 | Time: 2373.41 ms [2021-10-01 07:30:17 main:574] : INFO : Epoch 1667 | loss: 0.0311398 | val_loss: 0.0311736 | Time: 2332.05 ms [2021-10-01 07:30:19 main:574] : INFO : Epoch 1668 | loss: 0.0311374 | val_loss: 0.031179 | Time: 2294.32 ms [2021-10-01 07:30:22 main:574] : INFO : Epoch 1669 | loss: 0.0311366 | val_loss: 0.0311705 | Time: 2392.83 ms [2021-10-01 07:30:24 main:574] : INFO : Epoch 1670 | loss: 0.0311349 | val_loss: 0.0311736 | Time: 2350.6 ms [2021-10-01 07:30:26 main:574] : INFO : Epoch 1671 | loss: 0.031133 | val_loss: 0.0311727 | Time: 2272.56 ms [2021-10-01 07:30:29 main:574] : INFO : Epoch 1672 | loss: 0.0311333 | val_loss: 0.0311705 | Time: 2257.97 ms [2021-10-01 07:30:31 main:574] : INFO : Epoch 1673 | loss: 0.0311336 | val_loss: 0.0311753 | Time: 2394.94 ms [2021-10-01 07:30:33 main:574] : INFO : Epoch 1674 | loss: 0.0311325 | val_loss: 0.0311752 | Time: 2346.35 ms [2021-10-01 07:30:36 main:574] : INFO : Epoch 1675 | loss: 0.0311334 | val_loss: 0.0311697 | Time: 2328.74 ms [2021-10-01 07:30:38 main:574] : INFO : Epoch 1676 | loss: 0.0311355 | val_loss: 0.0311705 | Time: 2333.42 ms [2021-10-01 07:30:40 main:574] : INFO : Epoch 1677 | loss: 0.0311347 | val_loss: 0.0311705 | Time: 2349.6 ms [2021-10-01 07:30:43 main:574] : INFO : Epoch 1678 | loss: 0.0311365 | val_loss: 0.0311695 | Time: 2306.99 ms [2021-10-01 07:30:45 main:574] : INFO : Epoch 1679 | loss: 0.0311359 | val_loss: 0.0311755 | Time: 2334.64 ms [2021-10-01 07:30:47 main:574] : INFO : Epoch 1680 | loss: 0.0311338 | val_loss: 0.031169 | Time: 2402.77 ms [2021-10-01 07:30:50 main:574] : INFO : Epoch 1681 | loss: 0.0311362 | val_loss: 0.0311692 | Time: 2357.11 ms [2021-10-01 07:30:52 main:574] : INFO : Epoch 1682 | loss: 0.0311366 | val_loss: 0.0311753 | Time: 2267.53 ms [2021-10-01 07:30:54 main:574] : INFO : Epoch 1683 | loss: 0.031135 | val_loss: 0.0311707 | Time: 2282.72 ms [2021-10-01 07:30:57 main:574] : INFO : Epoch 1684 | loss: 0.0311368 | val_loss: 0.0311749 | Time: 2365.8 ms [2021-10-01 07:30:59 main:574] : INFO : Epoch 1685 | loss: 0.0311365 | val_loss: 0.0311688 | Time: 2341.17 ms [2021-10-01 07:31:01 main:574] : INFO : Epoch 1686 | loss: 0.0311349 | val_loss: 0.0311702 | Time: 2296.8 ms [2021-10-01 07:31:04 main:574] : INFO : Epoch 1687 | loss: 0.0311343 | val_loss: 0.0311738 | Time: 2246.18 ms [2021-10-01 07:31:06 main:574] : INFO : Epoch 1688 | loss: 0.0311353 | val_loss: 0.0311788 | Time: 2215.77 ms [2021-10-01 07:31:08 main:574] : INFO : Epoch 1689 | loss: 0.031134 | val_loss: 0.0311721 | Time: 2239.11 ms [2021-10-01 07:31:10 main:574] : INFO : Epoch 1690 | loss: 0.0311353 | val_loss: 0.03117 | Time: 2346.3 ms [2021-10-01 07:31:13 main:574] : INFO : Epoch 1691 | loss: 0.0311355 | val_loss: 0.0311726 | Time: 2366.48 ms [2021-10-01 07:31:15 main:574] : INFO : Epoch 1692 | loss: 0.031141 | val_loss: 0.0311665 | Time: 2364.9 ms [2021-10-01 07:31:17 main:574] : INFO : Epoch 1693 | loss: 0.0311404 | val_loss: 0.0311709 | Time: 2266.75 ms [2021-10-01 07:31:20 main:574] : INFO : Epoch 1694 | loss: 0.0311462 | val_loss: 0.031176 | Time: 2319.46 ms [2021-10-01 07:31:22 main:574] : INFO : Epoch 1695 | loss: 0.0311539 | val_loss: 0.0311812 | Time: 2401.27 ms [2021-10-01 07:31:25 main:574] : INFO : Epoch 1696 | loss: 0.0322807 | val_loss: 0.0313926 | Time: 2355.39 ms [2021-10-01 07:31:27 main:574] : INFO : Epoch 1697 | loss: 0.0323341 | val_loss: 0.031428 | Time: 2337.47 ms [2021-10-01 07:31:29 main:574] : INFO : Epoch 1698 | loss: 0.0312732 | val_loss: 0.0311954 | Time: 2357.78 ms [2021-10-01 07:31:32 main:574] : INFO : Epoch 1699 | loss: 0.031168 | val_loss: 0.031173 | Time: 2313.52 ms [2021-10-01 07:31:34 main:574] : INFO : Epoch 1700 | loss: 0.0311469 | val_loss: 0.0311672 | Time: 2366.62 ms [2021-10-01 07:31:36 main:574] : INFO : Epoch 1701 | loss: 0.0311442 | val_loss: 0.0311693 | Time: 2329.25 ms [2021-10-01 07:31:39 main:574] : INFO : Epoch 1702 | loss: 0.0311446 | val_loss: 0.0311678 | Time: 2382.24 ms [2021-10-01 07:31:41 main:574] : INFO : Epoch 1703 | loss: 0.0311413 | val_loss: 0.0311679 | Time: 2286.22 ms [2021-10-01 07:31:43 main:574] : INFO : Epoch 1704 | loss: 0.0311397 | val_loss: 0.0311701 | Time: 2312.08 ms [2021-10-01 07:31:46 main:574] : INFO : Epoch 1705 | loss: 0.0311388 | val_loss: 0.0311716 | Time: 2347.63 ms [2021-10-01 07:31:48 main:574] : INFO : Epoch 1706 | loss: 0.0311406 | val_loss: 0.0311706 | Time: 2321.9 ms [2021-10-01 07:31:50 main:574] : INFO : Epoch 1707 | loss: 0.0311404 | val_loss: 0.031171 | Time: 2335.86 ms [2021-10-01 07:31:53 main:574] : INFO : Epoch 1708 | loss: 0.0311397 | val_loss: 0.0311686 | Time: 2336.69 ms [2021-10-01 07:31:55 main:574] : INFO : Epoch 1709 | loss: 0.0311387 | val_loss: 0.0311689 | Time: 2325.22 ms [2021-10-01 07:31:57 main:574] : INFO : Epoch 1710 | loss: 0.0311389 | val_loss: 0.0311672 | Time: 2276.85 ms [2021-10-01 07:32:00 main:574] : INFO : Epoch 1711 | loss: 0.0311389 | val_loss: 0.0311649 | Time: 2336.79 ms [2021-10-01 07:32:02 main:574] : INFO : Epoch 1712 | loss: 0.0311371 | val_loss: 0.0311681 | Time: 2334.84 ms [2021-10-01 07:32:04 main:574] : INFO : Epoch 1713 | loss: 0.0311511 | val_loss: 0.0311763 | Time: 2294.99 ms [2021-10-01 07:32:06 main:574] : INFO : Epoch 1714 | loss: 0.0311582 | val_loss: 0.0311749 | Time: 2249.32 ms [2021-10-01 07:32:09 main:574] : INFO : Epoch 1715 | loss: 0.0311582 | val_loss: 0.0311727 | Time: 2306.05 ms [2021-10-01 07:32:11 main:574] : INFO : Epoch 1716 | loss: 0.0311546 | val_loss: 0.0311722 | Time: 2297.6 ms [2021-10-01 07:32:13 main:574] : INFO : Epoch 1717 | loss: 0.0311537 | val_loss: 0.0311723 | Time: 2277.5 ms [2021-10-01 07:32:16 main:574] : INFO : Epoch 1718 | loss: 0.0311519 | val_loss: 0.0311696 | Time: 2368.54 ms [2021-10-01 07:32:18 main:574] : INFO : Epoch 1719 | loss: 0.0311495 | val_loss: 0.0311681 | Time: 2265.46 ms [2021-10-01 07:32:20 main:574] : INFO : Epoch 1720 | loss: 0.031148 | val_loss: 0.03117 | Time: 2253.45 ms [2021-10-01 07:32:23 main:574] : INFO : Epoch 1721 | loss: 0.0311472 | val_loss: 0.0311681 | Time: 2293.92 ms [2021-10-01 07:32:25 main:574] : INFO : Epoch 1722 | loss: 0.0311458 | val_loss: 0.0311669 | Time: 2331.23 ms [2021-10-01 07:32:27 main:574] : INFO : Epoch 1723 | loss: 0.0311445 | val_loss: 0.0311677 | Time: 2381.09 ms [2021-10-01 07:32:30 main:574] : INFO : Epoch 1724 | loss: 0.0311467 | val_loss: 0.0311687 | Time: 2284.67 ms [2021-10-01 07:32:32 main:574] : INFO : Epoch 1725 | loss: 0.0311461 | val_loss: 0.0311706 | Time: 2283.31 ms [2021-10-01 07:32:34 main:574] : INFO : Epoch 1726 | loss: 0.0311473 | val_loss: 0.0311679 | Time: 2289.43 ms [2021-10-01 07:32:36 main:574] : INFO : Epoch 1727 | loss: 0.0311477 | val_loss: 0.0311721 | Time: 2297.16 ms [2021-10-01 07:32:39 main:574] : INFO : Epoch 1728 | loss: 0.0311451 | val_loss: 0.0311685 | Time: 2345.77 ms [2021-10-01 07:32:41 main:574] : INFO : Epoch 1729 | loss: 0.0311431 | val_loss: 0.0311714 | Time: 2294.49 ms [2021-10-01 07:32:43 main:574] : INFO : Epoch 1730 | loss: 0.031143 | val_loss: 0.0311675 | Time: 2317.1 ms [2021-10-01 07:32:46 main:574] : INFO : Epoch 1731 | loss: 0.0311419 | val_loss: 0.0311684 | Time: 2233.19 ms [2021-10-01 07:32:48 main:574] : INFO : Epoch 1732 | loss: 0.0311419 | val_loss: 0.0311732 | Time: 2311.86 ms [2021-10-01 07:32:50 main:574] : INFO : Epoch 1733 | loss: 0.0311437 | val_loss: 0.0311678 | Time: 2370.95 ms [2021-10-01 07:32:53 main:574] : INFO : Epoch 1734 | loss: 0.031144 | val_loss: 0.031168 | Time: 2281.44 ms [2021-10-01 07:32:55 main:574] : INFO : Epoch 1735 | loss: 0.0311416 | val_loss: 0.0311677 | Time: 2254.03 ms [2021-10-01 07:32:57 main:574] : INFO : Epoch 1736 | loss: 0.0311412 | val_loss: 0.0311684 | Time: 2273.47 ms [2021-10-01 07:33:00 main:574] : INFO : Epoch 1737 | loss: 0.0311395 | val_loss: 0.0311693 | Time: 2384.97 ms [2021-10-01 07:33:02 main:574] : INFO : Epoch 1738 | loss: 0.0311391 | val_loss: 0.0311705 | Time: 2338.24 ms [2021-10-01 07:33:04 main:574] : INFO : Epoch 1739 | loss: 0.0311377 | val_loss: 0.0311706 | Time: 2386.73 ms [2021-10-01 07:33:07 main:574] : INFO : Epoch 1740 | loss: 0.0311369 | val_loss: 0.0311705 | Time: 2312.33 ms [2021-10-01 07:33:09 main:574] : INFO : Epoch 1741 | loss: 0.0311369 | val_loss: 0.0311694 | Time: 2339.87 ms [2021-10-01 07:33:11 main:574] : INFO : Epoch 1742 | loss: 0.0311381 | val_loss: 0.0311746 | Time: 2360 ms [2021-10-01 07:33:14 main:574] : INFO : Epoch 1743 | loss: 0.0311389 | val_loss: 0.0311723 | Time: 2352.05 ms [2021-10-01 07:33:16 main:574] : INFO : Epoch 1744 | loss: 0.0311385 | val_loss: 0.0311669 | Time: 2403.3 ms [2021-10-01 07:33:18 main:574] : INFO : Epoch 1745 | loss: 0.0311408 | val_loss: 0.0311695 | Time: 2318.64 ms [2021-10-01 07:33:21 main:574] : INFO : Epoch 1746 | loss: 0.0311391 | val_loss: 0.0311682 | Time: 2253.31 ms [2021-10-01 07:33:23 main:574] : INFO : Epoch 1747 | loss: 0.0311386 | val_loss: 0.0311689 | Time: 2297.71 ms [2021-10-01 07:33:25 main:574] : INFO : Epoch 1748 | loss: 0.0311378 | val_loss: 0.0311729 | Time: 2322.88 ms [2021-10-01 07:33:28 main:574] : INFO : Epoch 1749 | loss: 0.0311387 | val_loss: 0.0311693 | Time: 2327.29 ms [2021-10-01 07:33:30 main:574] : INFO : Epoch 1750 | loss: 0.031137 | val_loss: 0.0311708 | Time: 2333.22 ms [2021-10-01 07:33:32 main:574] : INFO : Epoch 1751 | loss: 0.0311366 | val_loss: 0.0311664 | Time: 2358.87 ms [2021-10-01 07:33:35 main:574] : INFO : Epoch 1752 | loss: 0.0311414 | val_loss: 0.0311688 | Time: 2295.3 ms [2021-10-01 07:33:37 main:574] : INFO : Epoch 1753 | loss: 0.0311411 | val_loss: 0.0311714 | Time: 2403.41 ms [2021-10-01 07:33:39 main:574] : INFO : Epoch 1754 | loss: 0.0311378 | val_loss: 0.0311638 | Time: 2334.15 ms [2021-10-01 07:33:42 main:574] : INFO : Epoch 1755 | loss: 0.0311369 | val_loss: 0.0311671 | Time: 2345.39 ms [2021-10-01 07:33:44 main:574] : INFO : Epoch 1756 | loss: 0.03114 | val_loss: 0.0311688 | Time: 2380.87 ms [2021-10-01 07:33:46 main:574] : INFO : Epoch 1757 | loss: 0.0311372 | val_loss: 0.0311656 | Time: 2310.29 ms [2021-10-01 07:33:49 main:574] : INFO : Epoch 1758 | loss: 0.0311393 | val_loss: 0.0311685 | Time: 2511.73 ms [2021-10-01 07:33:52 main:574] : INFO : Epoch 1759 | loss: 0.0311466 | val_loss: 0.0311703 | Time: 2773.47 ms [2021-10-01 07:33:54 main:574] : INFO : Epoch 1760 | loss: 0.0311425 | val_loss: 0.0311684 | Time: 2405.72 ms [2021-10-01 07:33:57 main:574] : INFO : Epoch 1761 | loss: 0.0311401 | val_loss: 0.0311695 | Time: 2347.19 ms [2021-10-01 07:33:59 main:574] : INFO : Epoch 1762 | loss: 0.0311405 | val_loss: 0.031169 | Time: 2327.26 ms [2021-10-01 07:34:01 main:574] : INFO : Epoch 1763 | loss: 0.0311487 | val_loss: 0.0311729 | Time: 2331.07 ms [2021-10-01 07:34:04 main:574] : INFO : Epoch 1764 | loss: 0.0311487 | val_loss: 0.0311678 | Time: 2599.71 ms [2021-10-01 07:34:07 main:574] : INFO : Epoch 1765 | loss: 0.0311439 | val_loss: 0.0311702 | Time: 2765.77 ms [2021-10-01 07:34:09 main:574] : INFO : Epoch 1766 | loss: 0.0311404 | val_loss: 0.0311689 | Time: 2553.02 ms [2021-10-01 07:34:12 main:574] : INFO : Epoch 1767 | loss: 0.0311387 | val_loss: 0.0311681 | Time: 2553.93 ms [2021-10-01 07:34:14 main:574] : INFO : Epoch 1768 | loss: 0.0311421 | val_loss: 0.0311693 | Time: 2734.8 ms [2021-10-01 07:34:17 main:574] : INFO : Epoch 1769 | loss: 0.0311481 | val_loss: 0.0311668 | Time: 2723 ms [2021-10-01 07:34:20 main:574] : INFO : Epoch 1770 | loss: 0.0311458 | val_loss: 0.0311672 | Time: 2729.77 ms [2021-10-01 07:34:23 main:574] : INFO : Epoch 1771 | loss: 0.031144 | val_loss: 0.0311688 | Time: 2716.31 ms [2021-10-01 07:34:25 main:574] : INFO : Epoch 1772 | loss: 0.0311425 | val_loss: 0.031167 | Time: 2538.13 ms [2021-10-01 07:34:28 main:574] : INFO : Epoch 1773 | loss: 0.0311408 | val_loss: 0.0311657 | Time: 2508.8 ms [2021-10-01 07:34:30 main:574] : INFO : Epoch 1774 | loss: 0.0311419 | val_loss: 0.0311689 | Time: 2599.72 ms [2021-10-01 07:34:33 main:574] : INFO : Epoch 1775 | loss: 0.0311396 | val_loss: 0.0311715 | Time: 2673.41 ms [2021-10-01 07:34:36 main:574] : INFO : Epoch 1776 | loss: 0.0311423 | val_loss: 0.031171 | Time: 2571.72 ms [2021-10-01 07:34:38 main:574] : INFO : Epoch 1777 | loss: 0.0311398 | val_loss: 0.0311706 | Time: 2525.15 ms [2021-10-01 07:34:41 main:574] : INFO : Epoch 1778 | loss: 0.031143 | val_loss: 0.0311683 | Time: 2577.18 ms [2021-10-01 07:34:43 main:574] : INFO : Epoch 1779 | loss: 0.0311433 | val_loss: 0.0311689 | Time: 2631.23 ms [2021-10-01 07:34:46 main:574] : INFO : Epoch 1780 | loss: 0.0311416 | val_loss: 0.0311691 | Time: 2592.47 ms [2021-10-01 07:34:49 main:574] : INFO : Epoch 1781 | loss: 0.0311422 | val_loss: 0.0311675 | Time: 2923.29 ms [2021-10-01 07:34:52 main:574] : INFO : Epoch 1782 | loss: 0.0311437 | val_loss: 0.0311675 | Time: 2954.42 ms [2021-10-01 07:34:54 main:574] : INFO : Epoch 1783 | loss: 0.0311423 | val_loss: 0.031168 | Time: 2572.96 ms [2021-10-01 07:34:57 main:574] : INFO : Epoch 1784 | loss: 0.0311416 | val_loss: 0.0311791 | Time: 2498.26 ms [2021-10-01 07:35:00 main:574] : INFO : Epoch 1785 | loss: 0.0311438 | val_loss: 0.0311671 | Time: 2713.8 ms [2021-10-01 07:35:02 main:574] : INFO : Epoch 1786 | loss: 0.0311454 | val_loss: 0.0311643 | Time: 2514.01 ms [2021-10-01 07:35:05 main:574] : INFO : Epoch 1787 | loss: 0.0311435 | val_loss: 0.0311649 | Time: 2493.07 ms [2021-10-01 07:35:08 main:574] : INFO : Epoch 1788 | loss: 0.031141 | val_loss: 0.0311685 | Time: 2504.75 ms [2021-10-01 07:35:11 main:574] : INFO : Epoch 1789 | loss: 0.0311398 | val_loss: 0.0311674 | Time: 2533.23 ms [2021-10-01 07:35:13 main:574] : INFO : Epoch 1790 | loss: 0.0311396 | val_loss: 0.0311689 | Time: 2305.55 ms [2021-10-01 07:35:15 main:574] : INFO : Epoch 1791 | loss: 0.0311359 | val_loss: 0.0311674 | Time: 2313.33 ms [2021-10-01 07:35:18 main:574] : INFO : Epoch 1792 | loss: 0.0311352 | val_loss: 0.0311721 | Time: 2256.97 ms [2021-10-01 07:35:20 main:574] : INFO : Epoch 1793 | loss: 0.0311346 | val_loss: 0.0311708 | Time: 2284.02 ms [2021-10-01 07:35:22 main:574] : INFO : Epoch 1794 | loss: 0.0311372 | val_loss: 0.031169 | Time: 2368.3 ms [2021-10-01 07:35:25 main:574] : INFO : Epoch 1795 | loss: 0.0311374 | val_loss: 0.0311713 | Time: 2344 ms [2021-10-01 07:35:27 main:574] : INFO : Epoch 1796 | loss: 0.0311354 | val_loss: 0.0311713 | Time: 2447.8 ms [2021-10-01 07:35:30 main:574] : INFO : Epoch 1797 | loss: 0.03114 | val_loss: 0.0311673 | Time: 2419.23 ms [2021-10-01 07:35:32 main:574] : INFO : Epoch 1798 | loss: 0.0311425 | val_loss: 0.0311717 | Time: 2575.74 ms [2021-10-01 07:35:35 main:574] : INFO : Epoch 1799 | loss: 0.0311399 | val_loss: 0.0311695 | Time: 2397.74 ms [2021-10-01 07:35:37 main:574] : INFO : Epoch 1800 | loss: 0.0311368 | val_loss: 0.0311691 | Time: 2326.29 ms [2021-10-01 07:35:39 main:574] : INFO : Epoch 1801 | loss: 0.0311373 | val_loss: 0.0311668 | Time: 2318.96 ms [2021-10-01 07:35:42 main:574] : INFO : Epoch 1802 | loss: 0.0311361 | val_loss: 0.031167 | Time: 2457.32 ms [2021-10-01 07:35:44 main:574] : INFO : Epoch 1803 | loss: 0.0311371 | val_loss: 0.0311811 | Time: 2424.37 ms [2021-10-01 07:35:46 main:574] : INFO : Epoch 1804 | loss: 0.0311381 | val_loss: 0.0311683 | Time: 2351.93 ms [2021-10-01 07:35:49 main:574] : INFO : Epoch 1805 | loss: 0.0311383 | val_loss: 0.0311668 | Time: 2270.61 ms [2021-10-01 07:35:51 main:574] : INFO : Epoch 1806 | loss: 0.0311379 | val_loss: 0.0311687 | Time: 2271.02 ms [2021-10-01 07:35:53 main:574] : INFO : Epoch 1807 | loss: 0.031138 | val_loss: 0.0311661 | Time: 2245.37 ms [2021-10-01 07:35:56 main:574] : INFO : Epoch 1808 | loss: 0.0311363 | val_loss: 0.0311654 | Time: 2303.35 ms [2021-10-01 07:35:58 main:574] : INFO : Epoch 1809 | loss: 0.0311371 | val_loss: 0.0311676 | Time: 2269.8 ms [2021-10-01 07:36:00 main:574] : INFO : Epoch 1810 | loss: 0.0311364 | val_loss: 0.0311658 | Time: 2293.74 ms [2021-10-01 07:36:02 main:574] : INFO : Epoch 1811 | loss: 0.0311337 | val_loss: 0.0311677 | Time: 2263.5 ms [2021-10-01 07:36:05 main:574] : INFO : Epoch 1812 | loss: 0.0311327 | val_loss: 0.0311692 | Time: 2200.6 ms [2021-10-01 07:36:07 main:574] : INFO : Epoch 1813 | loss: 0.0311353 | val_loss: 0.0311687 | Time: 2410.75 ms [2021-10-01 07:36:09 main:574] : INFO : Epoch 1814 | loss: 0.0311362 | val_loss: 0.0311706 | Time: 2453.22 ms [2021-10-01 07:36:12 main:574] : INFO : Epoch 1815 | loss: 0.0311359 | val_loss: 0.0311722 | Time: 2531.06 ms [2021-10-01 07:36:14 main:574] : INFO : Epoch 1816 | loss: 0.0311352 | val_loss: 0.0311711 | Time: 2508.57 ms [2021-10-01 07:36:17 main:574] : INFO : Epoch 1817 | loss: 0.0311349 | val_loss: 0.0311704 | Time: 2509.57 ms [2021-10-01 07:36:20 main:574] : INFO : Epoch 1818 | loss: 0.0311357 | val_loss: 0.0311736 | Time: 2523.04 ms [2021-10-01 07:36:22 main:574] : INFO : Epoch 1819 | loss: 0.0311376 | val_loss: 0.0311713 | Time: 2481.58 ms [2021-10-01 07:36:25 main:574] : INFO : Epoch 1820 | loss: 0.0311337 | val_loss: 0.0311711 | Time: 2487.18 ms [2021-10-01 07:36:27 main:574] : INFO : Epoch 1821 | loss: 0.031132 | val_loss: 0.031168 | Time: 2514.4 ms [2021-10-01 07:36:30 main:574] : INFO : Epoch 1822 | loss: 0.031133 | val_loss: 0.0311639 | Time: 2449.71 ms [2021-10-01 07:36:32 main:574] : INFO : Epoch 1823 | loss: 0.0311301 | val_loss: 0.0311695 | Time: 2395.46 ms [2021-10-01 07:36:34 main:574] : INFO : Epoch 1824 | loss: 0.0311316 | val_loss: 0.0311692 | Time: 2445.45 ms [2021-10-01 07:36:37 main:574] : INFO : Epoch 1825 | loss: 0.0311341 | val_loss: 0.0311732 | Time: 2479.57 ms [2021-10-01 07:36:39 main:574] : INFO : Epoch 1826 | loss: 0.0311336 | val_loss: 0.0311705 | Time: 2483.47 ms [2021-10-01 07:36:42 main:574] : INFO : Epoch 1827 | loss: 0.0311345 | val_loss: 0.0311713 | Time: 2481.51 ms [2021-10-01 07:36:44 main:574] : INFO : Epoch 1828 | loss: 0.0311351 | val_loss: 0.0311722 | Time: 2492.94 ms [2021-10-01 07:36:47 main:574] : INFO : Epoch 1829 | loss: 0.031132 | val_loss: 0.0311702 | Time: 2591.75 ms [2021-10-01 07:36:49 main:574] : INFO : Epoch 1830 | loss: 0.0311301 | val_loss: 0.0311691 | Time: 2487.72 ms [2021-10-01 07:36:52 main:574] : INFO : Epoch 1831 | loss: 0.0311292 | val_loss: 0.0311664 | Time: 2509.51 ms [2021-10-01 07:36:54 main:574] : INFO : Epoch 1832 | loss: 0.0311302 | val_loss: 0.0311728 | Time: 2513.82 ms [2021-10-01 07:36:57 main:574] : INFO : Epoch 1833 | loss: 0.0311367 | val_loss: 0.0311664 | Time: 2421.64 ms [2021-10-01 07:36:59 main:574] : INFO : Epoch 1834 | loss: 0.0311314 | val_loss: 0.031164 | Time: 2379.88 ms [2021-10-01 07:37:02 main:574] : INFO : Epoch 1835 | loss: 0.0311294 | val_loss: 0.0311652 | Time: 2503.94 ms [2021-10-01 07:37:04 main:574] : INFO : Epoch 1836 | loss: 0.0311291 | val_loss: 0.0311667 | Time: 2461.01 ms [2021-10-01 07:37:07 main:574] : INFO : Epoch 1837 | loss: 0.0311315 | val_loss: 0.0311655 | Time: 2502.69 ms [2021-10-01 07:37:09 main:574] : INFO : Epoch 1838 | loss: 0.0311316 | val_loss: 0.0311695 | Time: 2483.05 ms [2021-10-01 07:37:12 main:574] : INFO : Epoch 1839 | loss: 0.0311317 | val_loss: 0.0311672 | Time: 2558.97 ms [2021-10-01 07:37:14 main:574] : INFO : Epoch 1840 | loss: 0.0311356 | val_loss: 0.0311641 | Time: 2530.93 ms [2021-10-01 07:37:17 main:574] : INFO : Epoch 1841 | loss: 0.0311417 | val_loss: 0.0311645 | Time: 2975.91 ms [2021-10-01 07:37:21 main:574] : INFO : Epoch 1842 | loss: 0.0311413 | val_loss: 0.031166 | Time: 3240.67 ms [2021-10-01 07:37:24 main:574] : INFO : Epoch 1843 | loss: 0.0311422 | val_loss: 0.0311654 | Time: 3149.85 ms [2021-10-01 07:37:26 main:574] : INFO : Epoch 1844 | loss: 0.0311407 | val_loss: 0.0311658 | Time: 2446.79 ms [2021-10-01 07:37:29 main:574] : INFO : Epoch 1845 | loss: 0.0311402 | val_loss: 0.0311644 | Time: 2511.88 ms [2021-10-01 07:37:31 main:574] : INFO : Epoch 1846 | loss: 0.0311364 | val_loss: 0.0311633 | Time: 2613.29 ms [2021-10-01 07:37:34 main:574] : INFO : Epoch 1847 | loss: 0.0311367 | val_loss: 0.031162 | Time: 2534.48 ms [2021-10-01 07:37:36 main:574] : INFO : Epoch 1848 | loss: 0.0311385 | val_loss: 0.0311628 | Time: 2499.7 ms [2021-10-01 07:37:39 main:574] : INFO : Epoch 1849 | loss: 0.031137 | val_loss: 0.031167 | Time: 2610.94 ms [2021-10-01 07:37:42 main:574] : INFO : Epoch 1850 | loss: 0.0311367 | val_loss: 0.0311643 | Time: 2529.82 ms [2021-10-01 07:37:44 main:574] : INFO : Epoch 1851 | loss: 0.0311347 | val_loss: 0.0311627 | Time: 2441.13 ms [2021-10-01 07:37:47 main:574] : INFO : Epoch 1852 | loss: 0.0311334 | val_loss: 0.0311657 | Time: 2550.98 ms [2021-10-01 07:37:49 main:574] : INFO : Epoch 1853 | loss: 0.0311348 | val_loss: 0.0311624 | Time: 2536.11 ms [2021-10-01 07:37:52 main:574] : INFO : Epoch 1854 | loss: 0.0311363 | val_loss: 0.0311599 | Time: 2455.14 ms [2021-10-01 07:37:54 main:574] : INFO : Epoch 1855 | loss: 0.0311362 | val_loss: 0.0311646 | Time: 2403.11 ms [2021-10-01 07:37:57 main:574] : INFO : Epoch 1856 | loss: 0.0311341 | val_loss: 0.0311624 | Time: 2574.56 ms [2021-10-01 07:37:59 main:574] : INFO : Epoch 1857 | loss: 0.0311318 | val_loss: 0.0311647 | Time: 2611.58 ms [2021-10-01 07:38:02 main:574] : INFO : Epoch 1858 | loss: 0.0311325 | val_loss: 0.0311677 | Time: 2560.12 ms [2021-10-01 07:38:04 main:574] : INFO : Epoch 1859 | loss: 0.0311298 | val_loss: 0.0311635 | Time: 2658.7 ms [2021-10-01 07:38:07 main:574] : INFO : Epoch 1860 | loss: 0.0311289 | val_loss: 0.0311649 | Time: 2524.01 ms [2021-10-01 07:38:09 main:574] : INFO : Epoch 1861 | loss: 0.0311298 | val_loss: 0.0311612 | Time: 2520.64 ms [2021-10-01 07:38:12 main:574] : INFO : Epoch 1862 | loss: 0.0311311 | val_loss: 0.0311617 | Time: 2476.2 ms [2021-10-01 07:38:14 main:574] : INFO : Epoch 1863 | loss: 0.0311318 | val_loss: 0.0311629 | Time: 2545.2 ms [2021-10-01 07:38:17 main:574] : INFO : Epoch 1864 | loss: 0.031133 | val_loss: 0.0311631 | Time: 2558.04 ms [2021-10-01 07:38:20 main:574] : INFO : Epoch 1865 | loss: 0.0311319 | val_loss: 0.0311621 | Time: 2464.76 ms [2021-10-01 07:38:22 main:574] : INFO : Epoch 1866 | loss: 0.031132 | val_loss: 0.031163 | Time: 2458.67 ms [2021-10-01 07:38:25 main:574] : INFO : Epoch 1867 | loss: 0.0311372 | val_loss: 0.031166 | Time: 2566.6 ms [2021-10-01 07:38:27 main:574] : INFO : Epoch 1868 | loss: 0.0311385 | val_loss: 0.0311611 | Time: 2559.52 ms [2021-10-01 07:38:30 main:574] : INFO : Epoch 1869 | loss: 0.0311354 | val_loss: 0.0311623 | Time: 2501.67 ms [2021-10-01 07:38:32 main:574] : INFO : Epoch 1870 | loss: 0.0311346 | val_loss: 0.0311645 | Time: 2620.87 ms [2021-10-01 07:38:35 main:574] : INFO : Epoch 1871 | loss: 0.0311327 | val_loss: 0.0311627 | Time: 2494.09 ms [2021-10-01 07:38:37 main:574] : INFO : Epoch 1872 | loss: 0.0311325 | val_loss: 0.031164 | Time: 2478.59 ms [2021-10-01 07:38:40 main:574] : INFO : Epoch 1873 | loss: 0.0311321 | val_loss: 0.0311659 | Time: 2545.76 ms [2021-10-01 07:38:42 main:574] : INFO : Epoch 1874 | loss: 0.0311316 | val_loss: 0.0311658 | Time: 2660.26 ms [2021-10-01 07:38:45 main:574] : INFO : Epoch 1875 | loss: 0.0311329 | val_loss: 0.0311655 | Time: 2502.61 ms [2021-10-01 07:38:47 main:574] : INFO : Epoch 1876 | loss: 0.0311345 | val_loss: 0.0311674 | Time: 2509.05 ms [2021-10-01 07:38:50 main:574] : INFO : Epoch 1877 | loss: 0.0311331 | val_loss: 0.0311649 | Time: 2495.3 ms [2021-10-01 07:38:53 main:574] : INFO : Epoch 1878 | loss: 0.0311312 | val_loss: 0.0311674 | Time: 2600.27 ms [2021-10-01 07:38:55 main:574] : INFO : Epoch 1879 | loss: 0.0311299 | val_loss: 0.0311658 | Time: 2496.16 ms [2021-10-01 07:38:58 main:574] : INFO : Epoch 1880 | loss: 0.0311311 | val_loss: 0.0311728 | Time: 2601.88 ms [2021-10-01 07:39:00 main:574] : INFO : Epoch 1881 | loss: 0.0311315 | val_loss: 0.0311651 | Time: 2544.38 ms [2021-10-01 07:39:03 main:574] : INFO : Epoch 1882 | loss: 0.0311319 | val_loss: 0.0311699 | Time: 2472.08 ms [2021-10-01 07:39:05 main:574] : INFO : Epoch 1883 | loss: 0.0311326 | val_loss: 0.0311696 | Time: 2546.74 ms [2021-10-01 07:39:08 main:574] : INFO : Epoch 1884 | loss: 0.0311324 | val_loss: 0.0311677 | Time: 2526.02 ms [2021-10-01 07:39:10 main:574] : INFO : Epoch 1885 | loss: 0.0311338 | val_loss: 0.0311692 | Time: 2494.66 ms [2021-10-01 07:39:13 main:574] : INFO : Epoch 1886 | loss: 0.0311326 | val_loss: 0.0311703 | Time: 2506.53 ms [2021-10-01 07:39:15 main:574] : INFO : Epoch 1887 | loss: 0.0311317 | val_loss: 0.0311661 | Time: 2531.67 ms [2021-10-01 07:39:18 main:574] : INFO : Epoch 1888 | loss: 0.0311338 | val_loss: 0.0311651 | Time: 2495.73 ms [2021-10-01 07:39:20 main:574] : INFO : Epoch 1889 | loss: 0.0311327 | val_loss: 0.0311688 | Time: 2522.8 ms [2021-10-01 07:39:23 main:574] : INFO : Epoch 1890 | loss: 0.0311338 | val_loss: 0.0311659 | Time: 2560.23 ms [2021-10-01 07:39:26 main:574] : INFO : Epoch 1891 | loss: 0.031134 | val_loss: 0.0311681 | Time: 2592.15 ms [2021-10-01 07:39:28 main:574] : INFO : Epoch 1892 | loss: 0.0311342 | val_loss: 0.0311682 | Time: 2496.63 ms [2021-10-01 07:39:31 main:574] : INFO : Epoch 1893 | loss: 0.0311399 | val_loss: 0.0311702 | Time: 2463.25 ms [2021-10-01 07:39:33 main:574] : INFO : Epoch 1894 | loss: 0.0311398 | val_loss: 0.0311624 | Time: 2599.24 ms [2021-10-01 07:39:36 main:574] : INFO : Epoch 1895 | loss: 0.0311387 | val_loss: 0.0311654 | Time: 2489.53 ms [2021-10-01 07:39:38 main:574] : INFO : Epoch 1896 | loss: 0.0311377 | val_loss: 0.0311673 | Time: 2443.7 ms [2021-10-01 07:39:41 main:574] : INFO : Epoch 1897 | loss: 0.0311372 | val_loss: 0.0311643 | Time: 2580.92 ms [2021-10-01 07:39:43 main:574] : INFO : Epoch 1898 | loss: 0.0311354 | val_loss: 0.0311646 | Time: 2679.24 ms [2021-10-01 07:39:46 main:574] : INFO : Epoch 1899 | loss: 0.031137 | val_loss: 0.0311665 | Time: 2487.01 ms [2021-10-01 07:39:48 main:574] : INFO : Epoch 1900 | loss: 0.0311335 | val_loss: 0.0311706 | Time: 2490.89 ms [2021-10-01 07:39:51 main:574] : INFO : Epoch 1901 | loss: 0.0311345 | val_loss: 0.0311645 | Time: 2821.03 ms [2021-10-01 07:39:54 main:574] : INFO : Epoch 1902 | loss: 0.0311357 | val_loss: 0.0311708 | Time: 2492.36 ms [2021-10-01 07:39:56 main:574] : INFO : Epoch 1903 | loss: 0.0311335 | val_loss: 0.0311658 | Time: 2472.64 ms [2021-10-01 07:39:59 main:574] : INFO : Epoch 1904 | loss: 0.0311356 | val_loss: 0.0311668 | Time: 2486.55 ms [2021-10-01 07:40:01 main:574] : INFO : Epoch 1905 | loss: 0.0311332 | val_loss: 0.0311669 | Time: 2703.73 ms [2021-10-01 07:40:04 main:574] : INFO : Epoch 1906 | loss: 0.0311327 | val_loss: 0.0311634 | Time: 2506.44 ms [2021-10-01 07:40:06 main:574] : INFO : Epoch 1907 | loss: 0.0311349 | val_loss: 0.0311652 | Time: 2207.03 ms [2021-10-01 07:40:08 main:574] : INFO : Epoch 1908 | loss: 0.0311356 | val_loss: 0.0311649 | Time: 2362.38 ms [2021-10-01 07:40:11 main:574] : INFO : Epoch 1909 | loss: 0.0311356 | val_loss: 0.0311688 | Time: 2244.35 ms [2021-10-01 07:40:13 main:574] : INFO : Epoch 1910 | loss: 0.0311329 | val_loss: 0.0311691 | Time: 2245.32 ms [2021-10-01 07:40:16 main:574] : INFO : Epoch 1911 | loss: 0.0311353 | val_loss: 0.031164 | Time: 2100.43 ms [2021-10-01 07:40:21 main:574] : INFO : Epoch 1912 | loss: 0.0311338 | val_loss: 0.0311656 | Time: 2218.31 ms [2021-10-01 07:40:24 main:574] : INFO : Epoch 1913 | loss: 0.0311337 | val_loss: 0.0311669 | Time: 2199.31 ms [2021-10-01 07:40:27 main:574] : INFO : Epoch 1914 | loss: 0.0311367 | val_loss: 0.0311773 | Time: 2095.53 ms [2021-10-01 07:40:29 main:574] : INFO : Epoch 1915 | loss: 0.0311486 | val_loss: 0.0311652 | Time: 2127.6 ms [2021-10-01 07:40:32 main:574] : INFO : Epoch 1916 | loss: 0.0311409 | val_loss: 0.0311664 | Time: 2001.91 ms [2021-10-01 07:40:35 main:574] : INFO : Epoch 1917 | loss: 0.0311391 | val_loss: 0.0311656 | Time: 2051.81 ms [2021-10-01 07:40:37 main:574] : INFO : Epoch 1918 | loss: 0.03114 | val_loss: 0.0311625 | Time: 2063.65 ms [2021-10-01 07:40:39 main:574] : INFO : Epoch 1919 | loss: 0.0311374 | val_loss: 0.0311621 | Time: 2107.03 ms [2021-10-01 07:40:42 main:574] : INFO : Epoch 1920 | loss: 0.0311346 | val_loss: 0.031167 | Time: 2086.51 ms [2021-10-01 07:40:44 main:574] : INFO : Epoch 1921 | loss: 0.0311352 | val_loss: 0.0311651 | Time: 2042.84 ms [2021-10-01 07:40:46 main:574] : INFO : Epoch 1922 | loss: 0.0311334 | val_loss: 0.0311677 | Time: 2055.39 ms [2021-10-01 07:40:49 main:574] : INFO : Epoch 1923 | loss: 0.0311343 | val_loss: 0.0311672 | Time: 2078.75 ms [2021-10-01 07:40:51 main:574] : INFO : Epoch 1924 | loss: 0.031134 | val_loss: 0.0311716 | Time: 2190.49 ms [2021-10-01 07:40:54 main:574] : INFO : Epoch 1925 | loss: 0.0311342 | val_loss: 0.0311663 | Time: 2186.13 ms [2021-10-01 07:40:56 main:574] : INFO : Epoch 1926 | loss: 0.0311363 | val_loss: 0.0311688 | Time: 2190.34 ms [2021-10-01 07:40:59 main:574] : INFO : Epoch 1927 | loss: 0.0311366 | val_loss: 0.0311677 | Time: 2223.17 ms [2021-10-01 07:41:01 main:574] : INFO : Epoch 1928 | loss: 0.0311312 | val_loss: 0.0311666 | Time: 2192.08 ms [2021-10-01 07:41:05 main:574] : INFO : Epoch 1929 | loss: 0.0311304 | val_loss: 0.0311667 | Time: 2182.55 ms [2021-10-01 07:41:07 main:574] : INFO : Epoch 1930 | loss: 0.0311306 | val_loss: 0.031166 | Time: 2174.18 ms [2021-10-01 07:41:10 main:574] : INFO : Epoch 1931 | loss: 0.0311328 | val_loss: 0.0311658 | Time: 2186.61 ms [2021-10-01 07:41:14 main:574] : INFO : Epoch 1932 | loss: 0.0311339 | val_loss: 0.0311627 | Time: 2181.57 ms [2021-10-01 07:41:17 main:574] : INFO : Epoch 1933 | loss: 0.0311329 | val_loss: 0.0311643 | Time: 2185.69 ms [2021-10-01 07:41:21 main:574] : INFO : Epoch 1934 | loss: 0.0311325 | val_loss: 0.0311635 | Time: 2179.83 ms [2021-10-01 07:41:23 main:574] : INFO : Epoch 1935 | loss: 0.0311313 | val_loss: 0.0311644 | Time: 2170.38 ms [2021-10-01 07:41:26 main:574] : INFO : Epoch 1936 | loss: 0.0311345 | val_loss: 0.0311673 | Time: 2178.28 ms [2021-10-01 07:41:28 main:574] : INFO : Epoch 1937 | loss: 0.0311313 | val_loss: 0.0311658 | Time: 2193.94 ms [2021-10-01 07:41:30 main:574] : INFO : Epoch 1938 | loss: 0.0311316 | val_loss: 0.0311671 | Time: 2169.71 ms [2021-10-01 07:41:33 main:574] : INFO : Epoch 1939 | loss: 0.0311348 | val_loss: 0.031166 | Time: 2209.35 ms [2021-10-01 07:41:36 main:574] : INFO : Epoch 1940 | loss: 0.0311352 | val_loss: 0.0311705 | Time: 2184.78 ms [2021-10-01 07:41:38 main:574] : INFO : Epoch 1941 | loss: 0.0311347 | val_loss: 0.0311688 | Time: 2181.31 ms [2021-10-01 07:41:41 main:574] : INFO : Epoch 1942 | loss: 0.0311355 | val_loss: 0.0311703 | Time: 2172.86 ms [2021-10-01 07:41:44 main:574] : INFO : Epoch 1943 | loss: 0.0311364 | val_loss: 0.0311685 | Time: 2184.07 ms [2021-10-01 07:41:46 main:574] : INFO : Epoch 1944 | loss: 0.0311331 | val_loss: 0.0311675 | Time: 2200.6 ms [2021-10-01 07:41:48 main:574] : INFO : Epoch 1945 | loss: 0.0311345 | val_loss: 0.0311688 | Time: 2175.52 ms [2021-10-01 07:41:51 main:574] : INFO : Epoch 1946 | loss: 0.0311324 | val_loss: 0.0311659 | Time: 2163.61 ms [2021-10-01 07:41:54 main:574] : INFO : Epoch 1947 | loss: 0.0311287 | val_loss: 0.0311687 | Time: 2167.45 ms [2021-10-01 07:41:56 main:574] : INFO : Epoch 1948 | loss: 0.031129 | val_loss: 0.0311654 | Time: 2164.42 ms [2021-10-01 07:41:58 main:574] : INFO : Epoch 1949 | loss: 0.0311289 | val_loss: 0.0311646 | Time: 2166.25 ms [2021-10-01 07:42:00 main:574] : INFO : Epoch 1950 | loss: 0.0311288 | val_loss: 0.0311706 | Time: 2201.11 ms [2021-10-01 07:42:02 main:574] : INFO : Epoch 1951 | loss: 0.0311273 | val_loss: 0.0311698 | Time: 2170.42 ms [2021-10-01 07:42:05 main:574] : INFO : Epoch 1952 | loss: 0.0311273 | val_loss: 0.0311669 | Time: 2166.58 ms [2021-10-01 07:42:07 main:574] : INFO : Epoch 1953 | loss: 0.0311298 | val_loss: 0.031172 | Time: 2172.52 ms [2021-10-01 07:42:09 main:574] : INFO : Epoch 1954 | loss: 0.0311309 | val_loss: 0.0311713 | Time: 2177.06 ms [2021-10-01 07:42:11 main:574] : INFO : Epoch 1955 | loss: 0.0311307 | val_loss: 0.0311646 | Time: 2174.16 ms [2021-10-01 07:42:13 main:574] : INFO : Epoch 1956 | loss: 0.0311292 | val_loss: 0.0311653 | Time: 2169.78 ms [2021-10-01 07:42:15 main:574] : INFO : Epoch 1957 | loss: 0.0311303 | val_loss: 0.0311706 | Time: 2173.17 ms [2021-10-01 07:42:18 main:574] : INFO : Epoch 1958 | loss: 0.0311295 | val_loss: 0.0311708 | Time: 2160.25 ms [2021-10-01 07:42:20 main:574] : INFO : Epoch 1959 | loss: 0.0311277 | val_loss: 0.0311714 | Time: 2152.24 ms [2021-10-01 07:42:22 main:574] : INFO : Epoch 1960 | loss: 0.0311297 | val_loss: 0.0311699 | Time: 2189.03 ms [2021-10-01 07:42:24 main:574] : INFO : Epoch 1961 | loss: 0.0311275 | val_loss: 0.0311685 | Time: 2224.81 ms [2021-10-01 07:42:26 main:574] : INFO : Epoch 1962 | loss: 0.031127 | val_loss: 0.0311707 | Time: 2258.38 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 960) [2021-10-02 09:19:27 main:435] : INFO : Set logging level to 1 [2021-10-02 09:19:27 main:441] : INFO : Running in BOINC Client mode [2021-10-02 09:19:27 main:444] : INFO : Resolving all filenames [2021-10-02 09:19:27 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-10-02 09:19:27 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733446-23195-1_2_r282394983_1 (exists = 1) [2021-10-02 09:19:27 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733446-23195-1_2_r282394983_0 (exists = 0) [2021-10-02 09:19:27 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631733446-23195-1 (exists = 1) [2021-10-02 09:19:27 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-10-02 09:19:27 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-10-02 09:19:27 main:474] : INFO : Configuration: [2021-10-02 09:19:27 main:475] : INFO : Model type: GRU [2021-10-02 09:19:27 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-10-02 09:19:27 main:477] : INFO : Max Epochs: 2048 [2021-10-02 09:19:27 main:478] : INFO : Batch Size: 128 [2021-10-02 09:19:27 main:479] : INFO : Learning Rate: 0.01 [2021-10-02 09:19:27 main:480] : INFO : Patience: 10 [2021-10-02 09:19:27 main:481] : INFO : Hidden Width: 12 [2021-10-02 09:19:27 main:482] : INFO : # Recurrent Layers: 4 [2021-10-02 09:19:27 main:483] : INFO : # Backend Layers: 4 [2021-10-02 09:19:27 main:484] : INFO : # Threads: 1 [2021-10-02 09:19:28 main:486] : INFO : Preparing Dataset [2021-10-02 09:19:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-02 09:19:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-02 09:19:35 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-10-02 09:19:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-02 09:19:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-02 09:19:35 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-10-02 09:19:35 main:494] : INFO : Creating Model [2021-10-02 09:19:35 main:507] : INFO : Preparing config file [2021-10-02 09:19:35 main:511] : INFO : Found checkpoint, attempting to load... [2021-10-02 09:19:35 main:512] : INFO : Loading config [2021-10-02 09:19:35 main:514] : INFO : Loading state [2021-10-02 09:19:39 main:559] : INFO : Loading DataLoader into Memory [2021-10-02 09:19:39 main:562] : INFO : Starting Training [2021-10-02 09:19:44 main:574] : INFO : Epoch 1963 | loss: 0.0311918 | val_loss: 0.0311881 | Time: 3754.23 ms [2021-10-02 09:19:46 main:574] : INFO : Epoch 1964 | loss: 0.0311425 | val_loss: 0.0311686 | Time: 2613.01 ms [2021-10-02 09:19:49 main:574] : INFO : Epoch 1965 | loss: 0.0311339 | val_loss: 0.0311696 | Time: 2739.96 ms [2021-10-02 09:19:53 main:574] : INFO : Epoch 1966 | loss: 0.031132 | val_loss: 0.0311664 | Time: 2685.35 ms [2021-10-02 09:19:56 main:574] : INFO : Epoch 1967 | loss: 0.0311318 | val_loss: 0.0311705 | Time: 2440.77 ms [2021-10-02 09:19:58 main:574] : INFO : Epoch 1968 | loss: 0.0311294 | val_loss: 0.0311672 | Time: 2565.37 ms [2021-10-02 09:20:01 main:574] : INFO : Epoch 1969 | loss: 0.0311296 | val_loss: 0.0311704 | Time: 3215.62 ms [2021-10-02 09:20:06 main:574] : INFO : Epoch 1970 | loss: 0.0311283 | val_loss: 0.0311709 | Time: 4194.95 ms [2021-10-02 09:20:09 main:574] : INFO : Epoch 1971 | loss: 0.0311294 | val_loss: 0.0311748 | Time: 3137.88 ms [2021-10-02 09:20:12 main:574] : INFO : Epoch 1972 | loss: 0.0311331 | val_loss: 0.031168 | Time: 2630.04 ms [2021-10-02 09:20:15 main:574] : INFO : Epoch 1973 | loss: 0.0311347 | val_loss: 0.031172 | Time: 2430.77 ms [2021-10-02 09:20:18 main:574] : INFO : Epoch 1974 | loss: 0.0311329 | val_loss: 0.0311725 | Time: 2524.95 ms [2021-10-02 09:20:20 main:574] : INFO : Epoch 1975 | loss: 0.0311306 | val_loss: 0.0311686 | Time: 2364.37 ms [2021-10-02 09:20:23 main:574] : INFO : Epoch 1976 | loss: 0.0311286 | val_loss: 0.0311713 | Time: 2529.84 ms [2021-10-02 09:20:26 main:574] : INFO : Epoch 1977 | loss: 0.0311327 | val_loss: 0.0311681 | Time: 2939.94 ms [2021-10-02 09:20:29 main:574] : INFO : Epoch 1978 | loss: 0.031132 | val_loss: 0.0311672 | Time: 2988.82 ms [2021-10-02 09:20:32 main:574] : INFO : Epoch 1979 | loss: 0.0311307 | val_loss: 0.0311687 | Time: 2785.25 ms [2021-10-02 09:20:34 main:574] : INFO : Epoch 1980 | loss: 0.03113 | val_loss: 0.031168 | Time: 2523.24 ms [2021-10-02 09:20:37 main:574] : INFO : Epoch 1981 | loss: 0.0311312 | val_loss: 0.0311732 | Time: 2556.17 ms [2021-10-02 09:20:40 main:574] : INFO : Epoch 1982 | loss: 0.0311294 | val_loss: 0.0311699 | Time: 2534.95 ms [2021-10-02 09:20:42 main:574] : INFO : Epoch 1983 | loss: 0.0311282 | val_loss: 0.0311714 | Time: 2786.45 ms [2021-10-02 09:20:45 main:574] : INFO : Epoch 1984 | loss: 0.0311276 | val_loss: 0.031173 | Time: 2930.58 ms [2021-10-02 09:20:48 main:574] : INFO : Epoch 1985 | loss: 0.0311266 | val_loss: 0.0311714 | Time: 2867.22 ms [2021-10-02 09:20:51 main:574] : INFO : Epoch 1986 | loss: 0.0311272 | val_loss: 0.0311728 | Time: 2868.9 ms [2021-10-02 09:20:54 main:574] : INFO : Epoch 1987 | loss: 0.0311257 | val_loss: 0.0311763 | Time: 2890.28 ms [2021-10-02 09:20:57 main:574] : INFO : Epoch 1988 | loss: 0.031133 | val_loss: 0.0311817 | Time: 2960.12 ms [2021-10-02 09:21:00 main:574] : INFO : Epoch 1989 | loss: 0.0311378 | val_loss: 0.031178 | Time: 3470.02 ms [2021-10-02 09:21:04 main:574] : INFO : Epoch 1990 | loss: 0.0311278 | val_loss: 0.0311707 | Time: 2576.34 ms [2021-10-02 09:21:07 main:574] : INFO : Epoch 1991 | loss: 0.0311288 | val_loss: 0.0311749 | Time: 2739.8 ms [2021-10-02 09:21:10 main:574] : INFO : Epoch 1992 | loss: 0.0311296 | val_loss: 0.0311706 | Time: 2740.08 ms [2021-10-02 09:21:13 main:574] : INFO : Epoch 1993 | loss: 0.0311295 | val_loss: 0.0311734 | Time: 2938.78 ms [2021-10-02 09:21:16 main:574] : INFO : Epoch 1994 | loss: 0.0311288 | val_loss: 0.0311718 | Time: 2972.27 ms [2021-10-02 09:21:19 main:574] : INFO : Epoch 1995 | loss: 0.0311289 | val_loss: 0.0311737 | Time: 2862.98 ms [2021-10-02 09:21:21 main:574] : INFO : Epoch 1996 | loss: 0.031128 | val_loss: 0.0311728 | Time: 2799.45 ms [2021-10-02 09:21:24 main:574] : INFO : Epoch 1997 | loss: 0.0311276 | val_loss: 0.031177 | Time: 2760.71 ms [2021-10-02 09:21:27 main:574] : INFO : Epoch 1998 | loss: 0.0311315 | val_loss: 0.0311769 | Time: 2741.93 ms [2021-10-02 09:21:30 main:574] : INFO : Epoch 1999 | loss: 0.0311304 | val_loss: 0.0311701 | Time: 2782.17 ms [2021-10-02 09:21:32 main:574] : INFO : Epoch 2000 | loss: 0.0311331 | val_loss: 0.031172 | Time: 2685.12 ms [2021-10-02 09:21:35 main:574] : INFO : Epoch 2001 | loss: 0.0311346 | val_loss: 0.0311682 | Time: 2519.23 ms [2021-10-02 09:21:37 main:574] : INFO : Epoch 2002 | loss: 0.0311381 | val_loss: 0.0311718 | Time: 2214.06 ms [2021-10-02 09:21:39 main:574] : INFO : Epoch 2003 | loss: 0.0311345 | val_loss: 0.0311719 | Time: 2248.59 ms [2021-10-02 09:21:42 main:574] : INFO : Epoch 2004 | loss: 0.0311344 | val_loss: 0.0311693 | Time: 2380.85 ms [2021-10-02 09:21:44 main:574] : INFO : Epoch 2005 | loss: 0.0311331 | val_loss: 0.0311702 | Time: 2342.23 ms [2021-10-02 09:21:47 main:574] : INFO : Epoch 2006 | loss: 0.0311308 | val_loss: 0.0311708 | Time: 2427.44 ms [2021-10-02 09:21:49 main:574] : INFO : Epoch 2007 | loss: 0.0311333 | val_loss: 0.0311665 | Time: 2495.95 ms [2021-10-02 09:21:52 main:574] : INFO : Epoch 2008 | loss: 0.0311352 | val_loss: 0.0311653 | Time: 2560.89 ms [2021-10-02 09:21:54 main:574] : INFO : Epoch 2009 | loss: 0.0311337 | val_loss: 0.0311657 | Time: 2541.09 ms [2021-10-02 09:21:57 main:574] : INFO : Epoch 2010 | loss: 0.0311375 | val_loss: 0.0311657 | Time: 2554.38 ms [2021-10-02 09:22:00 main:574] : INFO : Epoch 2011 | loss: 0.0311399 | val_loss: 0.0311675 | Time: 2740.83 ms [2021-10-02 09:22:02 main:574] : INFO : Epoch 2012 | loss: 0.0311389 | val_loss: 0.0311689 | Time: 2550.38 ms [2021-10-02 09:22:05 main:574] : INFO : Epoch 2013 | loss: 0.0311349 | val_loss: 0.031172 | Time: 2801.01 ms [2021-10-02 09:22:08 main:574] : INFO : Epoch 2014 | loss: 0.0311346 | val_loss: 0.0311659 | Time: 2911.28 ms [2021-10-02 09:22:11 main:574] : INFO : Epoch 2015 | loss: 0.0311337 | val_loss: 0.0311694 | Time: 2648.13 ms [2021-10-02 09:22:13 main:574] : INFO : Epoch 2016 | loss: 0.0311341 | val_loss: 0.0311674 | Time: 2632.34 ms [2021-10-02 09:22:16 main:574] : INFO : Epoch 2017 | loss: 0.0311317 | val_loss: 0.0311748 | Time: 3248.48 ms [2021-10-02 09:22:21 main:574] : INFO : Epoch 2018 | loss: 0.0311328 | val_loss: 0.0311678 | Time: 4710.04 ms [2021-10-02 09:22:25 main:574] : INFO : Epoch 2019 | loss: 0.0311318 | val_loss: 0.0311726 | Time: 3618.1 ms [2021-10-02 09:22:29 main:574] : INFO : Epoch 2020 | loss: 0.0311295 | val_loss: 0.0311671 | Time: 4114.18 ms [2021-10-02 09:22:34 main:574] : INFO : Epoch 2021 | loss: 0.0311322 | val_loss: 0.0311685 | Time: 4748.58 ms [2021-10-02 09:22:40 main:574] : INFO : Epoch 2022 | loss: 0.0311319 | val_loss: 0.0311697 | Time: 5914.52 ms [2021-10-02 09:22:46 main:574] : INFO : Epoch 2023 | loss: 0.0311313 | val_loss: 0.0311704 | Time: 5503.82 ms [2021-10-02 09:22:50 main:574] : INFO : Epoch 2024 | loss: 0.0311319 | val_loss: 0.0311748 | Time: 3956.56 ms [2021-10-02 09:22:53 main:574] : INFO : Epoch 2025 | loss: 0.0311326 | val_loss: 0.0311666 | Time: 3624.54 ms [2021-10-02 09:22:57 main:574] : INFO : Epoch 2026 | loss: 0.0311321 | val_loss: 0.0311708 | Time: 3203.01 ms [2021-10-02 09:23:00 main:574] : INFO : Epoch 2027 | loss: 0.0311313 | val_loss: 0.0311678 | Time: 3526.29 ms [2021-10-02 09:23:04 main:574] : INFO : Epoch 2028 | loss: 0.0311321 | val_loss: 0.0311669 | Time: 3243.97 ms [2021-10-02 09:23:07 main:574] : INFO : Epoch 2029 | loss: 0.0311288 | val_loss: 0.0311667 | Time: 3257.63 ms [2021-10-02 09:23:10 main:574] : INFO : Epoch 2030 | loss: 0.031127 | val_loss: 0.0311711 | Time: 3309.79 ms [2021-10-02 09:23:13 main:574] : INFO : Epoch 2031 | loss: 0.0311274 | val_loss: 0.0311682 | Time: 3223.08 ms [2021-10-02 09:23:17 main:574] : INFO : Epoch 2032 | loss: 0.0311292 | val_loss: 0.0311675 | Time: 3582.12 ms [2021-10-02 09:23:21 main:574] : INFO : Epoch 2033 | loss: 0.0311284 | val_loss: 0.0311796 | Time: 3762.29 ms [2021-10-02 09:23:24 main:574] : INFO : Epoch 2034 | loss: 0.0311289 | val_loss: 0.0311706 | Time: 3485.12 ms [2021-10-02 09:23:28 main:574] : INFO : Epoch 2035 | loss: 0.0311289 | val_loss: 0.0311652 | Time: 3688.55 ms [2021-10-02 09:23:32 main:574] : INFO : Epoch 2036 | loss: 0.0311275 | val_loss: 0.031169 | Time: 3520.41 ms [2021-10-02 09:23:35 main:574] : INFO : Epoch 2037 | loss: 0.0311286 | val_loss: 0.031164 | Time: 3352.61 ms [2021-10-02 09:23:39 main:574] : INFO : Epoch 2038 | loss: 0.0311291 | val_loss: 0.031169 | Time: 3746.43 ms [2021-10-02 09:23:42 main:574] : INFO : Epoch 2039 | loss: 0.0311291 | val_loss: 0.0311693 | Time: 3383.39 ms [2021-10-02 09:23:46 main:574] : INFO : Epoch 2040 | loss: 0.0311324 | val_loss: 0.0311649 | Time: 3633.05 ms [2021-10-02 09:23:50 main:574] : INFO : Epoch 2041 | loss: 0.0311302 | val_loss: 0.0311714 | Time: 3908.3 ms [2021-10-02 09:23:54 main:574] : INFO : Epoch 2042 | loss: 0.0311303 | val_loss: 0.0311684 | Time: 3953.36 ms [2021-10-02 09:23:57 main:574] : INFO : Epoch 2043 | loss: 0.0311294 | val_loss: 0.0311695 | Time: 3735.27 ms [2021-10-02 09:24:01 main:574] : INFO : Epoch 2044 | loss: 0.0311329 | val_loss: 0.0311679 | Time: 3988.22 ms [2021-10-02 09:24:05 main:574] : INFO : Epoch 2045 | loss: 0.0311502 | val_loss: 0.0311647 | Time: 3114.68 ms [2021-10-02 09:24:08 main:574] : INFO : Epoch 2046 | loss: 0.0311534 | val_loss: 0.0311727 | Time: 2925.83 ms [2021-10-02 09:24:11 main:574] : INFO : Epoch 2047 | loss: 0.0311632 | val_loss: 0.0311772 | Time: 3130.19 ms [2021-10-02 09:24:14 main:574] : INFO : Epoch 2048 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 3016.51 ms [2021-10-02 09:24:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311733 [2021-10-02 09:24:14 main:603] : INFO : Saving end state to config to file [2021-10-02 09:24:14 main:608] : INFO : Success, exiting.. 09:24:14 (21340): 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)