Task 12438310
| Name | ParityModified-1645992731-14480-2-0_0 |
| Workunit | 9606892 |
| Created | 3 Mar 2022, 6:41:41 UTC |
| Sent | 8 Mar 2022, 17:17:56 UTC |
| Report deadline | 16 Mar 2022, 17:17:56 UTC |
| Received | 9 Mar 2022, 13:58:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 23 min 36 sec |
| CPU time | 1 hours 21 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031082 | val_loss: 0.031124 | Time: 2346.69 ms
[2022-03-09 14:37:58 main:574] : INFO : Epoch 1543 | loss: 0.0310899 | val_loss: 0.0311304 | Time: 2491.94 ms
[2022-03-09 14:38:01 main:574] : INFO : Epoch 1544 | loss: 0.0310867 | val_loss: 0.0311285 | Time: 2312.52 ms
[2022-03-09 14:38:03 main:574] : INFO : Epoch 1545 | loss: 0.0310838 | val_loss: 0.0311304 | Time: 2237.03 ms
[2022-03-09 14:38:05 main:574] : INFO : Epoch 1546 | loss: 0.0310815 | val_loss: 0.0311296 | Time: 2279.35 ms
[2022-03-09 14:38:08 main:574] : INFO : Epoch 1547 | loss: 0.0310795 | val_loss: 0.0311314 | Time: 2732.81 ms
[2022-03-09 14:38:11 main:574] : INFO : Epoch 1548 | loss: 0.0310796 | val_loss: 0.0311378 | Time: 2442.29 ms
[2022-03-09 14:38:13 main:574] : INFO : Epoch 1549 | loss: 0.0310857 | val_loss: 0.0311309 | Time: 2636.72 ms
[2022-03-09 14:38:16 main:574] : INFO : Epoch 1550 | loss: 0.0310951 | val_loss: 0.0311281 | Time: 2305.73 ms
[2022-03-09 14:38:18 main:574] : INFO : Epoch 1551 | loss: 0.0310945 | val_loss: 0.0311299 | Time: 2307.24 ms
[2022-03-09 14:38:20 main:574] : INFO : Epoch 1552 | loss: 0.0310902 | val_loss: 0.031138 | Time: 2271.65 ms
[2022-03-09 14:38:23 main:574] : INFO : Epoch 1553 | loss: 0.0310906 | val_loss: 0.0311257 | Time: 2388.74 ms
[2022-03-09 14:38:25 main:574] : INFO : Epoch 1554 | loss: 0.031083 | val_loss: 0.0311253 | Time: 2241.03 ms
[2022-03-09 14:38:28 main:574] : INFO : Epoch 1555 | loss: 0.0310824 | val_loss: 0.0311325 | Time: 2424.39 ms
[2022-03-09 14:38:30 main:574] : INFO : Epoch 1556 | loss: 0.0310798 | val_loss: 0.0311237 | Time: 2611.14 ms
[2022-03-09 14:38:33 main:574] : INFO : Epoch 1557 | loss: 0.0310773 | val_loss: 0.0311299 | Time: 2810.64 ms
[2022-03-09 14:38:35 main:574] : INFO : Epoch 1558 | loss: 0.0310745 | val_loss: 0.0311245 | Time: 2442.47 ms
[2022-03-09 14:38:38 main:574] : INFO : Epoch 1559 | loss: 0.0310733 | val_loss: 0.0311279 | Time: 2340.83 ms
[2022-03-09 14:38:40 main:574] : INFO : Epoch 1560 | loss: 0.0310735 | val_loss: 0.0311323 | Time: 2291.69 ms
[2022-03-09 14:38:42 main:574] : INFO : Epoch 1561 | loss: 0.0310771 | val_loss: 0.0311283 | Time: 2213.99 ms
[2022-03-09 14:38:45 main:574] : INFO : Epoch 1562 | loss: 0.0310732 | val_loss: 0.0311268 | Time: 2251.46 ms
[2022-03-09 14:38:47 main:574] : INFO : Epoch 1563 | loss: 0.0310746 | val_loss: 0.0311332 | Time: 2246.39 ms
[2022-03-09 14:38:50 main:574] : INFO : Epoch 1564 | loss: 0.0310742 | val_loss: 0.031131 | Time: 2537.52 ms
[2022-03-09 14:38:52 main:574] : INFO : Epoch 1565 | loss: 0.0310755 | val_loss: 0.0311332 | Time: 2387.94 ms
[2022-03-09 14:38:54 main:574] : INFO : Epoch 1566 | loss: 0.0310752 | val_loss: 0.031134 | Time: 2452.79 ms
[2022-03-09 14:38:57 main:574] : INFO : Epoch 1567 | loss: 0.031077 | val_loss: 0.0311351 | Time: 2432.13 ms
[2022-03-09 14:38:59 main:574] : INFO : Epoch 1568 | loss: 0.031073 | val_loss: 0.0311314 | Time: 2358.36 ms
[2022-03-09 14:39:02 main:574] : INFO : Epoch 1569 | loss: 0.0310721 | val_loss: 0.0312649 | Time: 2578.64 ms
[2022-03-09 14:39:04 main:574] : INFO : Epoch 1570 | loss: 0.0312471 | val_loss: 0.0312483 | Time: 2385.52 ms
[2022-03-09 14:39:07 main:574] : INFO : Epoch 1571 | loss: 0.0312417 | val_loss: 0.0312325 | Time: 2261.3 ms
[2022-03-09 14:39:09 main:574] : INFO : Epoch 1572 | loss: 0.0312255 | val_loss: 0.0312115 | Time: 2244.83 ms
[2022-03-09 14:39:12 main:574] : INFO : Epoch 1573 | loss: 0.0312083 | val_loss: 0.0311993 | Time: 2714.01 ms
[2022-03-09 14:39:14 main:574] : INFO : Epoch 1574 | loss: 0.031201 | val_loss: 0.0311995 | Time: 2376.31 ms
[2022-03-09 14:39:17 main:574] : INFO : Epoch 1575 | loss: 0.0311987 | val_loss: 0.0311938 | Time: 2553.89 ms
[2022-03-09 14:39:19 main:574] : INFO : Epoch 1576 | loss: 0.0311967 | val_loss: 0.0311992 | Time: 2311.24 ms
[2022-03-09 14:39:22 main:574] : INFO : Epoch 1577 | loss: 0.0311934 | val_loss: 0.0311894 | Time: 2457.39 ms
[2022-03-09 14:39:24 main:574] : INFO : Epoch 1578 | loss: 0.0311891 | val_loss: 0.0311852 | Time: 2334.63 ms
[2022-03-09 14:39:26 main:574] : INFO : Epoch 1579 | loss: 0.0311858 | val_loss: 0.0311847 | Time: 2355.64 ms
[2022-03-09 14:39:29 main:574] : INFO : Epoch 1580 | loss: 0.0311799 | val_loss: 0.0311878 | Time: 2391.03 ms
[2022-03-09 14:39:31 main:574] : INFO : Epoch 1581 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 2304.07 ms
[2022-03-09 14:39:34 main:574] : INFO : Epoch 1582 | loss: 0.031172 | val_loss: 0.0311793 | Time: 2337.31 ms
[2022-03-09 14:39:36 main:574] : INFO : Epoch 1583 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 2340.03 ms
[2022-03-09 14:39:38 main:574] : INFO : Epoch 1584 | loss: 0.0311695 | val_loss: 0.0311792 | Time: 2421.82 ms
[2022-03-09 14:39:41 main:574] : INFO : Epoch 1585 | loss: 0.0311679 | val_loss: 0.031175 | Time: 2333.75 ms
[2022-03-09 14:39:43 main:574] : INFO : Epoch 1586 | loss: 0.031165 | val_loss: 0.0311734 | Time: 2398.04 ms
[2022-03-09 14:39:46 main:574] : INFO : Epoch 1587 | loss: 0.0311628 | val_loss: 0.031171 | Time: 2399.49 ms
[2022-03-09 14:39:48 main:574] : INFO : Epoch 1588 | loss: 0.031162 | val_loss: 0.0311719 | Time: 2365.41 ms
[2022-03-09 14:39:51 main:574] : INFO : Epoch 1589 | loss: 0.0311612 | val_loss: 0.0311689 | Time: 2960.33 ms
[2022-03-09 14:39:54 main:574] : INFO : Epoch 1590 | loss: 0.0311597 | val_loss: 0.0311701 | Time: 2451.66 ms
[2022-03-09 14:39:56 main:574] : INFO : Epoch 1591 | loss: 0.031157 | val_loss: 0.0311701 | Time: 2354.75 ms
[2022-03-09 14:39:58 main:574] : INFO : Epoch 1592 | loss: 0.0311579 | val_loss: 0.0311641 | Time: 2460.81 ms
[2022-03-09 14:40:01 main:574] : INFO : Epoch 1593 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 2328.19 ms
[2022-03-09 14:40:04 main:574] : INFO : Epoch 1594 | loss: 0.0311554 | val_loss: 0.0311616 | Time: 2594.3 ms
[2022-03-09 14:40:06 main:574] : INFO : Epoch 1595 | loss: 0.0311533 | val_loss: 0.0311618 | Time: 2290.6 ms
[2022-03-09 14:40:08 main:574] : INFO : Epoch 1596 | loss: 0.0311525 | val_loss: 0.0311628 | Time: 2294.37 ms
[2022-03-09 14:40:11 main:574] : INFO : Epoch 1597 | loss: 0.0311518 | val_loss: 0.0311597 | Time: 2461.47 ms
[2022-03-09 14:40:13 main:574] : INFO : Epoch 1598 | loss: 0.031161 | val_loss: 0.0311633 | Time: 2550.58 ms
[2022-03-09 14:40:16 main:574] : INFO : Epoch 1599 | loss: 0.0311633 | val_loss: 0.0311622 | Time: 2447.83 ms
[2022-03-09 14:40:18 main:574] : INFO : Epoch 1600 | loss: 0.0311626 | val_loss: 0.0311627 | Time: 2368.15 ms
[2022-03-09 14:40:20 main:574] : INFO : Epoch 1601 | loss: 0.031161 | val_loss: 0.0311607 | Time: 2314.99 ms
[2022-03-09 14:40:23 main:574] : INFO : Epoch 1602 | loss: 0.0311572 | val_loss: 0.0311706 | Time: 2375.24 ms
[2022-03-09 14:40:25 main:574] : INFO : Epoch 1603 | loss: 0.0311583 | val_loss: 0.0311649 | Time: 2467.93 ms
[2022-03-09 14:40:28 main:574] : INFO : Epoch 1604 | loss: 0.0311521 | val_loss: 0.0311596 | Time: 2332.01 ms
[2022-03-09 14:40:30 main:574] : INFO : Epoch 1605 | loss: 0.0311484 | val_loss: 0.0311571 | Time: 2281.59 ms
[2022-03-09 14:40:33 main:574] : INFO : Epoch 1606 | loss: 0.0311473 | val_loss: 0.0311565 | Time: 2369.99 ms
[2022-03-09 14:40:35 main:574] : INFO : Epoch 1607 | loss: 0.0311475 | val_loss: 0.0311578 | Time: 2568.83 ms
[2022-03-09 14:40:38 main:574] : INFO : Epoch 1608 | loss: 0.0311477 | val_loss: 0.0311587 | Time: 2624.34 ms
[2022-03-09 14:40:40 main:574] : INFO : Epoch 1609 | loss: 0.0311442 | val_loss: 0.0311557 | Time: 2298.13 ms
[2022-03-09 14:40:42 main:574] : INFO : Epoch 1610 | loss: 0.0311428 | val_loss: 0.0311554 | Time: 2309.95 ms
[2022-03-09 14:40:45 main:574] : INFO : Epoch 1611 | loss: 0.031142 | val_loss: 0.0311557 | Time: 2245.65 ms
[2022-03-09 14:40:48 main:574] : INFO : Epoch 1612 | loss: 0.0311406 | val_loss: 0.0311531 | Time: 2744.97 ms
[2022-03-09 14:40:50 main:574] : INFO : Epoch 1613 | loss: 0.0311367 | val_loss: 0.0311551 | Time: 2331.51 ms
[2022-03-09 14:40:52 main:574] : INFO : Epoch 1614 | loss: 0.0311361 | val_loss: 0.0311526 | Time: 2315.88 ms
[2022-03-09 14:40:55 main:574] : INFO : Epoch 1615 | loss: 0.0311342 | val_loss: 0.0311563 | Time: 2483.31 ms
[2022-03-09 14:40:58 main:574] : INFO : Epoch 1616 | loss: 0.0311333 | val_loss: 0.0311547 | Time: 2898.1 ms
[2022-03-09 14:41:00 main:574] : INFO : Epoch 1617 | loss: 0.0311316 | val_loss: 0.0311551 | Time: 2359.46 ms
[2022-03-09 14:41:03 main:574] : INFO : Epoch 1618 | loss: 0.0311333 | val_loss: 0.0311525 | Time: 2319.12 ms
[2022-03-09 14:41:05 main:574] : INFO : Epoch 1619 | loss: 0.0311331 | val_loss: 0.0311565 | Time: 2229.15 ms
[2022-03-09 14:41:07 main:574] : INFO : Epoch 1620 | loss: 0.0311314 | val_loss: 0.0311569 | Time: 2298.68 ms
[2022-03-09 14:41:10 main:574] : INFO : Epoch 1621 | loss: 0.0311293 | val_loss: 0.0311551 | Time: 2456.19 ms
[2022-03-09 14:41:12 main:574] : INFO : Epoch 1622 | loss: 0.0311307 | val_loss: 0.0311528 | Time: 2383.78 ms
[2022-03-09 14:41:14 main:574] : INFO : Epoch 1623 | loss: 0.0311319 | val_loss: 0.0311539 | Time: 2408.11 ms
[2022-03-09 14:41:17 main:574] : INFO : Epoch 1624 | loss: 0.0311296 | val_loss: 0.0311523 | Time: 2274.2 ms
[2022-03-09 14:41:19 main:574] : INFO : Epoch 1625 | loss: 0.0311293 | val_loss: 0.0311551 | Time: 2363.1 ms
[2022-03-09 14:41:22 main:574] : INFO : Epoch 1626 | loss: 0.0311273 | val_loss: 0.0311501 | Time: 2411.76 ms
[2022-03-09 14:41:24 main:574] : INFO : Epoch 1627 | loss: 0.0311258 | val_loss: 0.0311535 | Time: 2315.39 ms
[2022-03-09 14:41:27 main:574] : INFO : Epoch 1628 | loss: 0.0311263 | val_loss: 0.0311511 | Time: 2514.79 ms
[2022-03-09 14:41:29 main:574] : INFO : Epoch 1629 | loss: 0.0311249 | val_loss: 0.031155 | Time: 2306.78 ms
[2022-03-09 14:41:31 main:574] : INFO : Epoch 1630 | loss: 0.0311256 | val_loss: 0.0311504 | Time: 2309.4 ms
[2022-03-09 14:41:34 main:574] : INFO : Epoch 1631 | loss: 0.0311263 | val_loss: 0.0311488 | Time: 2332.27 ms
[2022-03-09 14:41:36 main:574] : INFO : Epoch 1632 | loss: 0.0311234 | val_loss: 0.0311534 | Time: 2450.34 ms
[2022-03-09 14:41:39 main:574] : INFO : Epoch 1633 | loss: 0.0311222 | val_loss: 0.0311483 | Time: 3064.92 ms
[2022-03-09 14:41:42 main:574] : INFO : Epoch 1634 | loss: 0.0311235 | val_loss: 0.0311544 | Time: 2367.86 ms
[2022-03-09 14:41:44 main:574] : INFO : Epoch 1635 | loss: 0.0311232 | val_loss: 0.0311514 | Time: 2582.08 ms
[2022-03-09 14:41:46 main:574] : INFO : Epoch 1636 | loss: 0.0311203 | val_loss: 0.0311538 | Time: 2238.5 ms
[2022-03-09 14:41:49 main:574] : INFO : Epoch 1637 | loss: 0.0311195 | val_loss: 0.0311543 | Time: 2410.86 ms
[2022-03-09 14:41:51 main:574] : INFO : Epoch 1638 | loss: 0.0311299 | val_loss: 0.0311495 | Time: 2320.14 ms
[2022-03-09 14:41:54 main:574] : INFO : Epoch 1639 | loss: 0.0311279 | val_loss: 0.0311503 | Time: 2384.33 ms
[2022-03-09 14:41:56 main:574] : INFO : Epoch 1640 | loss: 0.0311262 | val_loss: 0.0311561 | Time: 2397.39 ms
[2022-03-09 14:41:59 main:574] : INFO : Epoch 1641 | loss: 0.0311238 | val_loss: 0.0311509 | Time: 2396.72 ms
[2022-03-09 14:42:01 main:574] : INFO : Epoch 1642 | loss: 0.0311202 | val_loss: 0.0311517 | Time: 2539.09 ms
[2022-03-09 14:42:04 main:574] : INFO : Epoch 1643 | loss: 0.031122 | val_loss: 0.031155 | Time: 2331.38 ms
[2022-03-09 14:42:06 main:574] : INFO : Epoch 1644 | loss: 0.0311209 | val_loss: 0.0311484 | Time: 2383.06 ms
[2022-03-09 14:42:08 main:574] : INFO : Epoch 1645 | loss: 0.0311203 | val_loss: 0.0311531 | Time: 2347.39 ms
[2022-03-09 14:42:11 main:574] : INFO : Epoch 1646 | loss: 0.0311212 | val_loss: 0.0311493 | Time: 2592.35 ms
[2022-03-09 14:42:13 main:574] : INFO : Epoch 1647 | loss: 0.0311171 | val_loss: 0.0311512 | Time: 2281.62 ms
[2022-03-09 14:42:16 main:574] : INFO : Epoch 1648 | loss: 0.031117 | val_loss: 0.0311493 | Time: 2325.51 ms
[2022-03-09 14:42:18 main:574] : INFO : Epoch 1649 | loss: 0.0311164 | val_loss: 0.0311505 | Time: 2225.7 ms
[2022-03-09 14:42:20 main:574] : INFO : Epoch 1650 | loss: 0.0311152 | val_loss: 0.0311518 | Time: 2234.02 ms
[2022-03-09 14:42:23 main:574] : INFO : Epoch 1651 | loss: 0.0311191 | val_loss: 0.0311531 | Time: 2276.3 ms
[2022-03-09 14:42:25 main:574] : INFO : Epoch 1652 | loss: 0.0311169 | val_loss: 0.0311553 | Time: 2586.98 ms
[2022-03-09 14:42:28 main:574] : INFO : Epoch 1653 | loss: 0.0311157 | val_loss: 0.0311534 | Time: 2772.34 ms
[2022-03-09 14:42:30 main:574] : INFO : Epoch 1654 | loss: 0.0311254 | val_loss: 0.0311538 | Time: 2384.4 ms
[2022-03-09 14:42:33 main:574] : INFO : Epoch 1655 | loss: 0.0311216 | val_loss: 0.0311495 | Time: 2455.69 ms
[2022-03-09 14:42:35 main:574] : INFO : Epoch 1656 | loss: 0.0311201 | val_loss: 0.0311483 | Time: 2371.45 ms
[2022-03-09 14:42:38 main:574] : INFO : Epoch 1657 | loss: 0.0311184 | val_loss: 0.0311456 | Time: 2291.01 ms
[2022-03-09 14:42:40 main:574] : INFO : Epoch 1658 | loss: 0.0311177 | val_loss: 0.0311505 | Time: 2383.26 ms
[2022-03-09 14:42:42 main:574] : INFO : Epoch 1659 | loss: 0.0311171 | val_loss: 0.0311458 | Time: 2204.8 ms
[2022-03-09 14:42:45 main:574] : INFO : Epoch 1660 | loss: 0.031115 | val_loss: 0.0311468 | Time: 2429.6 ms
[2022-03-09 14:42:47 main:574] : INFO : Epoch 1661 | loss: 0.0311162 | val_loss: 0.0311412 | Time: 2291.09 ms
[2022-03-09 14:42:50 main:574] : INFO : Epoch 1662 | loss: 0.0311146 | val_loss: 0.0311466 | Time: 2392.42 ms
[2022-03-09 14:42:52 main:574] : INFO : Epoch 1663 | loss: 0.0311179 | val_loss: 0.0311539 | Time: 2709.56 ms
[2022-03-09 14:42:55 main:574] : INFO : Epoch 1664 | loss: 0.031117 | val_loss: 0.0311444 | Time: 2458.54 ms
[2022-03-09 14:42:57 main:574] : INFO : Epoch 1665 | loss: 0.0311169 | val_loss: 0.0311467 | Time: 2276.25 ms
[2022-03-09 14:43:00 main:574] : INFO : Epoch 1666 | loss: 0.0311219 | val_loss: 0.0311569 | Time: 2454.89 ms
[2022-03-09 14:43:02 main:574] : INFO : Epoch 1667 | loss: 0.0311241 | val_loss: 0.0311521 | Time: 2394.77 ms
[2022-03-09 14:43:04 main:574] : INFO : Epoch 1668 | loss: 0.0311218 | val_loss: 0.0311505 | Time: 2238.36 ms
[2022-03-09 14:43:07 main:574] : INFO : Epoch 1669 | loss: 0.0311194 | val_loss: 0.031144 | Time: 2253.64 ms
[2022-03-09 14:43:09 main:574] : INFO : Epoch 1670 | loss: 0.0311184 | val_loss: 0.0311495 | Time: 2334.93 ms
[2022-03-09 14:43:11 main:574] : INFO : Epoch 1671 | loss: 0.0311198 | val_loss: 0.0311492 | Time: 2284.39 ms
[2022-03-09 14:43:14 main:574] : INFO : Epoch 1672 | loss: 0.0311184 | val_loss: 0.0311477 | Time: 2490.92 ms
[2022-03-09 14:43:16 main:574] : INFO : Epoch 1673 | loss: 0.0311153 | val_loss: 0.0311479 | Time: 2522.75 ms
[2022-03-09 14:43:19 main:574] : INFO : Epoch 1674 | loss: 0.0311142 | val_loss: 0.0311503 | Time: 2561.91 ms
[2022-03-09 14:43:22 main:574] : INFO : Epoch 1675 | loss: 0.0311226 | val_loss: 0.0311495 | Time: 2603.64 ms
[2022-03-09 14:43:24 main:574] : INFO : Epoch 1676 | loss: 0.0311222 | val_loss: 0.0311528 | Time: 2423.69 ms
[2022-03-09 14:43:27 main:574] : INFO : Epoch 1677 | loss: 0.0311205 | val_loss: 0.0311538 | Time: 2528.98 ms
[2022-03-09 14:43:29 main:574] : INFO : Epoch 1678 | loss: 0.0311187 | val_loss: 0.0311478 | Time: 2530.95 ms
[2022-03-09 14:43:32 main:574] : INFO : Epoch 1679 | loss: 0.0311126 | val_loss: 0.0311492 | Time: 2556.48 ms
[2022-03-09 14:43:35 main:574] : INFO : Epoch 1680 | loss: 0.0311123 | val_loss: 0.0311497 | Time: 2741.24 ms
[2022-03-09 14:43:37 main:574] : INFO : Epoch 1681 | loss: 0.0311139 | val_loss: 0.0311481 | Time: 2414.37 ms
[2022-03-09 14:43:40 main:574] : INFO : Epoch 1682 | loss: 0.0311171 | val_loss: 0.0311588 | Time: 2409.42 ms
[2022-03-09 14:43:42 main:574] : INFO : Epoch 1683 | loss: 0.0311192 | val_loss: 0.0311459 | Time: 2389.34 ms
[2022-03-09 14:43:44 main:574] : INFO : Epoch 1684 | loss: 0.0311123 | val_loss: 0.0311461 | Time: 2453.84 ms
[2022-03-09 14:43:47 main:574] : INFO : Epoch 1685 | loss: 0.0311126 | val_loss: 0.0311505 | Time: 2885.54 ms
[2022-03-09 14:43:50 main:574] : INFO : Epoch 1686 | loss: 0.0311134 | val_loss: 0.0311462 | Time: 2483.7 ms
[2022-03-09 14:43:53 main:574] : INFO : Epoch 1687 | loss: 0.0311139 | val_loss: 0.031145 | Time: 2596.15 ms
[2022-03-09 14:43:55 main:574] : INFO : Epoch 1688 | loss: 0.031117 | val_loss: 0.0311465 | Time: 2563.03 ms
[2022-03-09 14:43:58 main:574] : INFO : Epoch 1689 | loss: 0.0311129 | val_loss: 0.0311456 | Time: 2545.01 ms
[2022-03-09 14:44:00 main:574] : INFO : Epoch 1690 | loss: 0.0311091 | val_loss: 0.0311446 | Time: 2386.8 ms
[2022-03-09 14:44:03 main:574] : INFO : Epoch 1691 | loss: 0.031111 | val_loss: 0.0311465 | Time: 2373.21 ms
[2022-03-09 14:44:05 main:574] : INFO : Epoch 1692 | loss: 0.0311135 | val_loss: 0.0311448 | Time: 2442.4 ms
[2022-03-09 14:44:08 main:574] : INFO : Epoch 1693 | loss: 0.031114 | val_loss: 0.031144 | Time: 2557.59 ms
[2022-03-09 14:44:10 main:574] : INFO : Epoch 1694 | loss: 0.0311109 | val_loss: 0.0311452 | Time: 2420.67 ms
[2022-03-09 14:44:13 main:574] : INFO : Epoch 1695 | loss: 0.03111 | val_loss: 0.0311489 | Time: 2646.27 ms
[2022-03-09 14:44:15 main:574] : INFO : Epoch 1696 | loss: 0.0311107 | val_loss: 0.0311444 | Time: 2592.77 ms
[2022-03-09 14:44:18 main:574] : INFO : Epoch 1697 | loss: 0.0311102 | val_loss: 0.0311443 | Time: 2450.28 ms
[2022-03-09 14:44:20 main:574] : INFO : Epoch 1698 | loss: 0.0311082 | val_loss: 0.0311467 | Time: 2505 ms
[2022-03-09 14:44:23 main:574] : INFO : Epoch 1699 | loss: 0.0311076 | val_loss: 0.0311442 | Time: 2431.2 ms
[2022-03-09 14:44:25 main:574] : INFO : Epoch 1700 | loss: 0.0311074 | val_loss: 0.031148 | Time: 2355.7 ms
[2022-03-09 14:44:28 main:574] : INFO : Epoch 1701 | loss: 0.0311059 | val_loss: 0.031149 | Time: 2392.86 ms
[2022-03-09 14:44:31 main:574] : INFO : Epoch 1702 | loss: 0.0311036 | val_loss: 0.031145 | Time: 2726.26 ms
[2022-03-09 14:44:33 main:574] : INFO : Epoch 1703 | loss: 0.0311032 | val_loss: 0.0311523 | Time: 2306.92 ms
[2022-03-09 14:44:35 main:574] : INFO : Epoch 1704 | loss: 0.0311024 | val_loss: 0.0311463 | Time: 2323.9 ms
[2022-03-09 14:44:37 main:574] : INFO : Epoch 1705 | loss: 0.0311095 | val_loss: 0.0311466 | Time: 2193.72 ms
[2022-03-09 14:44:40 main:574] : INFO : Epoch 1706 | loss: 0.0311102 | val_loss: 0.0311437 | Time: 2252.75 ms
[2022-03-09 14:44:42 main:574] : INFO : Epoch 1707 | loss: 0.0311109 | val_loss: 0.0311427 | Time: 2246.12 ms
[2022-03-09 14:44:44 main:574] : INFO : Epoch 1708 | loss: 0.031112 | val_loss: 0.0311516 | Time: 2328.69 ms
[2022-03-09 14:44:47 main:574] : INFO : Epoch 1709 | loss: 0.0311095 | val_loss: 0.0311503 | Time: 2245.09 ms
[2022-03-09 14:44:49 main:574] : INFO : Epoch 1710 | loss: 0.0311088 | val_loss: 0.0311548 | Time: 2417.16 ms
[2022-03-09 14:44:52 main:574] : INFO : Epoch 1711 | loss: 0.0311086 | val_loss: 0.0311512 | Time: 2260.36 ms
[2022-03-09 14:44:54 main:574] : INFO : Epoch 1712 | loss: 0.0311091 | val_loss: 0.0311426 | Time: 2160.56 ms
[2022-03-09 14:44:56 main:574] : INFO : Epoch 1713 | loss: 0.0311079 | val_loss: 0.0311536 | Time: 2220.58 ms
[2022-03-09 14:44:58 main:574] : INFO : Epoch 1714 | loss: 0.031107 | val_loss: 0.0311461 | Time: 2203.45 ms
[2022-03-09 14:45:00 main:574] : INFO : Epoch 1715 | loss: 0.0311054 | val_loss: 0.031151 | Time: 2200.68 ms
[2022-03-09 14:45:03 main:574] : INFO : Epoch 1716 | loss: 0.0311046 | val_loss: 0.0311479 | Time: 2242.49 ms
[2022-03-09 14:45:05 main:574] : INFO : Epoch 1717 | loss: 0.0311052 | val_loss: 0.0311427 | Time: 2378.7 ms
[2022-03-09 14:45:08 main:574] : INFO : Epoch 1718 | loss: 0.0311051 | val_loss: 0.0311477 | Time: 2361.68 ms
[2022-03-09 14:45:10 main:574] : INFO : Epoch 1719 | loss: 0.0311067 | val_loss: 0.0311388 | Time: 2334.31 ms
[2022-03-09 14:45:12 main:574] : INFO : Epoch 1720 | loss: 0.0311102 | val_loss: 0.0311445 | Time: 2204.79 ms
[2022-03-09 14:45:14 main:574] : INFO : Epoch 1721 | loss: 0.0311059 | val_loss: 0.0311461 | Time: 2161.03 ms
[2022-03-09 14:45:17 main:574] : INFO : Epoch 1722 | loss: 0.0311056 | val_loss: 0.0311526 | Time: 2290.78 ms
[2022-03-09 14:45:19 main:574] : INFO : Epoch 1723 | loss: 0.0311059 | val_loss: 0.0311513 | Time: 2225.3 ms
[2022-03-09 14:45:21 main:574] : INFO : Epoch 1724 | loss: 0.0311046 | val_loss: 0.0311491 | Time: 2481.61 ms
[2022-03-09 14:45:24 main:574] : INFO : Epoch 1725 | loss: 0.0311025 | val_loss: 0.0311478 | Time: 2315.81 ms
[2022-03-09 14:45:26 main:574] : INFO : Epoch 1726 | loss: 0.0311025 | val_loss: 0.0311454 | Time: 2192.65 ms
[2022-03-09 14:45:28 main:574] : INFO : Epoch 1727 | loss: 0.0311007 | val_loss: 0.0311558 | Time: 2246.91 ms
[2022-03-09 14:45:31 main:574] : INFO : Epoch 1728 | loss: 0.0311044 | val_loss: 0.0311469 | Time: 2254.22 ms
[2022-03-09 14:45:33 main:574] : INFO : Epoch 1729 | loss: 0.031102 | val_loss: 0.0311623 | Time: 2301.86 ms
[2022-03-09 14:45:35 main:574] : INFO : Epoch 1730 | loss: 0.0311034 | val_loss: 0.031151 | Time: 2202.49 ms
[2022-03-09 14:45:37 main:574] : INFO : Epoch 1731 | loss: 0.0311038 | val_loss: 0.0311486 | Time: 2171.13 ms
[2022-03-09 14:45:40 main:574] : INFO : Epoch 1732 | loss: 0.0311095 | val_loss: 0.0311505 | Time: 2200.63 ms
[2022-03-09 14:45:42 main:574] : INFO : Epoch 1733 | loss: 0.0311098 | val_loss: 0.0311545 | Time: 2220.38 ms
[2022-03-09 14:45:44 main:574] : INFO : Epoch 1734 | loss: 0.031106 | val_loss: 0.031149 | Time: 2316.89 ms
[2022-03-09 14:45:47 main:574] : INFO : Epoch 1735 | loss: 0.031106 | val_loss: 0.0311473 | Time: 2334.76 ms
[2022-03-09 14:45:49 main:574] : INFO : Epoch 1736 | loss: 0.0311017 | val_loss: 0.0311467 | Time: 2203.69 ms
[2022-03-09 14:45:51 main:574] : INFO : Epoch 1737 | loss: 0.0311023 | val_loss: 0.0311524 | Time: 2322.43 ms
[2022-03-09 14:45:53 main:574] : INFO : Epoch 1738 | loss: 0.0311058 | val_loss: 0.0311449 | Time: 2211.11 ms
[2022-03-09 14:45:56 main:574] : INFO : Epoch 1739 | loss: 0.0311027 | val_loss: 0.0311466 | Time: 2264.98 ms
[2022-03-09 14:45:58 main:574] : INFO : Epoch 1740 | loss: 0.0311003 | val_loss: 0.0311464 | Time: 2313.61 ms
[2022-03-09 14:46:00 main:574] : INFO : Epoch 1741 | loss: 0.0311009 | val_loss: 0.0311489 | Time: 2278.19 ms
[2022-03-09 14:46:03 main:574] : INFO : Epoch 1742 | loss: 0.031102 | val_loss: 0.0311477 | Time: 2317.83 ms
[2022-03-09 14:46:05 main:574] : INFO : Epoch 1743 | loss: 0.0311106 | val_loss: 0.0311462 | Time: 2224.15 ms
[2022-03-09 14:46:07 main:574] : INFO : Epoch 1744 | loss: 0.0311105 | val_loss: 0.0311456 | Time: 2155.29 ms
[2022-03-09 14:46:10 main:574] : INFO : Epoch 1745 | loss: 0.0311183 | val_loss: 0.0311461 | Time: 2299.78 ms
[2022-03-09 14:46:12 main:574] : INFO : Epoch 1746 | loss: 0.0311225 | val_loss: 0.0311631 | Time: 2479.28 ms
[2022-03-09 14:46:14 main:574] : INFO : Epoch 1747 | loss: 0.031121 | val_loss: 0.0311448 | Time: 2161.48 ms
[2022-03-09 14:46:17 main:574] : INFO : Epoch 1748 | loss: 0.0311205 | val_loss: 0.0311448 | Time: 2239.78 ms
[2022-03-09 14:46:19 main:574] : INFO : Epoch 1749 | loss: 0.0311162 | val_loss: 0.0311444 | Time: 2303.82 ms
[2022-03-09 14:46:21 main:574] : INFO : Epoch 1750 | loss: 0.0311112 | val_loss: 0.03114 | Time: 2189.74 ms
[2022-03-09 14:46:23 main:574] : INFO : Epoch 1751 | loss: 0.0311066 | val_loss: 0.03114 | Time: 2211.81 ms
[2022-03-09 14:46:26 main:574] : INFO : Epoch 1752 | loss: 0.0311077 | val_loss: 0.0311434 | Time: 2177.11 ms
[2022-03-09 14:46:28 main:574] : INFO : Epoch 1753 | loss: 0.0311045 | val_loss: 0.0311421 | Time: 2199.18 ms
[2022-03-09 14:46:30 main:574] : INFO : Epoch 1754 | loss: 0.0311039 | val_loss: 0.0311391 | Time: 2315.62 ms
[2022-03-09 14:46:33 main:574] : INFO : Epoch 1755 | loss: 0.0311044 | val_loss: 0.0311493 | Time: 2571.87 ms
[2022-03-09 14:46:35 main:574] : INFO : Epoch 1756 | loss: 0.0311042 | val_loss: 0.0311462 | Time: 2298.07 ms
[2022-03-09 14:46:37 main:574] : INFO : Epoch 1757 | loss: 0.0311024 | val_loss: 0.0311488 | Time: 2223.96 ms
[2022-03-09 14:46:40 main:574] : INFO : Epoch 1758 | loss: 0.0311097 | val_loss: 0.0311396 | Time: 2199.68 ms
[2022-03-09 14:46:42 main:574] : INFO : Epoch 1759 | loss: 0.0311087 | val_loss: 0.0311397 | Time: 2199.7 ms
[2022-03-09 14:46:44 main:574] : INFO : Epoch 1760 | loss: 0.0311085 | val_loss: 0.0311435 | Time: 2253.26 ms
[2022-03-09 14:46:47 main:574] : INFO : Epoch 1761 | loss: 0.0311067 | val_loss: 0.0311466 | Time: 2596.31 ms
[2022-03-09 14:46:49 main:574] : INFO : Epoch 1762 | loss: 0.0311196 | val_loss: 0.031154 | Time: 2353.93 ms
[2022-03-09 14:46:52 main:574] : INFO : Epoch 1763 | loss: 0.0311196 | val_loss: 0.0311489 | Time: 2256.31 ms
[2022-03-09 14:46:54 main:574] : INFO : Epoch 1764 | loss: 0.0311167 | val_loss: 0.0311455 | Time: 2246.87 ms
[2022-03-09 14:46:56 main:574] : INFO : Epoch 1765 | loss: 0.0311153 | val_loss: 0.0311423 | Time: 2301.07 ms
[2022-03-09 14:46:58 main:574] : INFO : Epoch 1766 | loss: 0.0311129 | val_loss: 0.0311508 | Time: 2237.86 ms
[2022-03-09 14:47:01 main:574] : INFO : Epoch 1767 | loss: 0.0311098 | val_loss: 0.0311484 | Time: 2186.23 ms
[2022-03-09 14:47:03 main:574] : INFO : Epoch 1768 | loss: 0.0311104 | val_loss: 0.0311416 | Time: 2198.29 ms
[2022-03-09 14:47:05 main:574] : INFO : Epoch 1769 | loss: 0.03111 | val_loss: 0.0311453 | Time: 2325.89 ms
[2022-03-09 14:47:08 main:574] : INFO : Epoch 1770 | loss: 0.031106 | val_loss: 0.0311464 | Time: 2256.26 ms
[2022-03-09 14:47:10 main:574] : INFO : Epoch 1771 | loss: 0.0311052 | val_loss: 0.031148 | Time: 2358.24 ms
[2022-03-09 14:47:12 main:574] : INFO : Epoch 1772 | loss: 0.0311053 | val_loss: 0.0311418 | Time: 2414.82 ms
[2022-03-09 14:47:15 main:574] : INFO : Epoch 1773 | loss: 0.0311055 | val_loss: 0.0311421 | Time: 2301.84 ms
[2022-03-09 14:47:17 main:574] : INFO : Epoch 1774 | loss: 0.0311152 | val_loss: 0.0311386 | Time: 2208.58 ms
[2022-03-09 14:47:19 main:574] : INFO : Epoch 1775 | loss: 0.0311152 | val_loss: 0.0311573 | Time: 2188.47 ms
[2022-03-09 14:47:21 main:574] : INFO : Epoch 1776 | loss: 0.0311145 | val_loss: 0.0311449 | Time: 2208.24 ms
[2022-03-09 14:47:24 main:574] : INFO : Epoch 1777 | loss: 0.0311078 | val_loss: 0.0311416 | Time: 2257.33 ms
[2022-03-09 14:47:26 main:574] : INFO : Epoch 1778 | loss: 0.0311068 | val_loss: 0.0311448 | Time: 2326.99 ms
[2022-03-09 14:47:28 main:574] : INFO : Epoch 1779 | loss: 0.0311094 | val_loss: 0.0311421 | Time: 2260 ms
[2022-03-09 14:47:31 main:574] : INFO : Epoch 1780 | loss: 0.0311056 | val_loss: 0.0311479 | Time: 2170.36 ms
[2022-03-09 14:47:33 main:574] : INFO : Epoch 1781 | loss: 0.0311046 | val_loss: 0.0311493 | Time: 2205.97 ms
[2022-03-09 14:47:35 main:574] : INFO : Epoch 1782 | loss: 0.0311064 | val_loss: 0.0311452 | Time: 2510.47 ms
[2022-03-09 14:47:38 main:574] : INFO : Epoch 1783 | loss: 0.0311052 | val_loss: 0.0311451 | Time: 2311.09 ms
[2022-03-09 14:47:40 main:574] : INFO : Epoch 1784 | loss: 0.0311029 | val_loss: 0.0311443 | Time: 2180.2 ms
[2022-03-09 14:47:42 main:574] : INFO : Epoch 1785 | loss: 0.0311003 | val_loss: 0.0311475 | Time: 2223.51 ms
[2022-03-09 14:47:45 main:574] : INFO : Epoch 1786 | loss: 0.0311016 | val_loss: 0.0311444 | Time: 2313.96 ms
[2022-03-09 14:47:47 main:574] : INFO : Epoch 1787 | loss: 0.0311029 | val_loss: 0.0311421 | Time: 2214.17 ms
[2022-03-09 14:47:49 main:574] : INFO : Epoch 1788 | loss: 0.0311036 | val_loss: 0.0311456 | Time: 2168.93 ms
[2022-03-09 14:47:51 main:574] : INFO : Epoch 1789 | loss: 0.0311073 | val_loss: 0.0311488 | Time: 2345.23 ms
[2022-03-09 14:47:54 main:574] : INFO : Epoch 1790 | loss: 0.0311096 | val_loss: 0.0311471 | Time: 2214.77 ms
[2022-03-09 14:47:56 main:574] : INFO : Epoch 1791 | loss: 0.0311084 | val_loss: 0.0311431 | Time: 2370.81 ms
[2022-03-09 14:47:58 main:574] : INFO : Epoch 1792 | loss: 0.0311055 | val_loss: 0.0311458 | Time: 2340.52 ms
[2022-03-09 14:48:01 main:574] : INFO : Epoch 1793 | loss: 0.0311039 | val_loss: 0.0311481 | Time: 2176.63 ms
[2022-03-09 14:48:03 main:574] : INFO : Epoch 1794 | loss: 0.0311031 | val_loss: 0.0311432 | Time: 2240.21 ms
[2022-03-09 14:48:05 main:574] : INFO : Epoch 1795 | loss: 0.0311044 | val_loss: 0.0311508 | Time: 2302.69 ms
[2022-03-09 14:48:08 main:574] : INFO : Epoch 1796 | loss: 0.0311036 | val_loss: 0.031144 | Time: 2243.99 ms
[2022-03-09 14:48:10 main:574] : INFO : Epoch 1797 | loss: 0.0311058 | val_loss: 0.0311421 | Time: 2373.03 ms
[2022-03-09 14:48:12 main:574] : INFO : Epoch 1798 | loss: 0.0311139 | val_loss: 0.0311423 | Time: 2274.07 ms
[2022-03-09 14:48:15 main:574] : INFO : Epoch 1799 | loss: 0.0311081 | val_loss: 0.0311471 | Time: 2301.87 ms
[2022-03-09 14:48:17 main:574] : INFO : Epoch 1800 | loss: 0.0311019 | val_loss: 0.031149 | Time: 2242.7 ms
[2022-03-09 14:48:19 main:574] : INFO : Epoch 1801 | loss: 0.0310999 | val_loss: 0.0311439 | Time: 2184.78 ms
[2022-03-09 14:48:21 main:574] : INFO : Epoch 1802 | loss: 0.0310996 | val_loss: 0.031142 | Time: 2340.26 ms
[2022-03-09 14:48:24 main:574] : INFO : Epoch 1803 | loss: 0.0311007 | val_loss: 0.0311495 | Time: 2393.71 ms
[2022-03-09 14:48:26 main:574] : INFO : Epoch 1804 | loss: 0.0311033 | val_loss: 0.0311549 | Time: 2295.11 ms
[2022-03-09 14:48:28 main:574] : INFO : Epoch 1805 | loss: 0.0311049 | val_loss: 0.0311508 | Time: 2194.28 ms
[2022-03-09 14:48:31 main:574] : INFO : Epoch 1806 | loss: 0.0311013 | val_loss: 0.0311406 | Time: 2180.28 ms
[2022-03-09 14:48:33 main:574] : INFO : Epoch 1807 | loss: 0.0311042 | val_loss: 0.0311523 | Time: 2174.21 ms
[2022-03-09 14:48:35 main:574] : INFO : Epoch 1808 | loss: 0.0311074 | val_loss: 0.031143 | Time: 2194.64 ms
[2022-03-09 14:48:37 main:574] : INFO : Epoch 1809 | loss: 0.0311049 | val_loss: 0.0311464 | Time: 2316.29 ms
[2022-03-09 14:48:40 main:574] : INFO : Epoch 1810 | loss: 0.0311053 | val_loss: 0.0311443 | Time: 2231.55 ms
[2022-03-09 14:48:42 main:574] : INFO : Epoch 1811 | loss: 0.0311042 | val_loss: 0.0311386 | Time: 2401.91 ms
[2022-03-09 14:48:45 main:574] : INFO : Epoch 1812 | loss: 0.0311039 | val_loss: 0.0311485 | Time: 2433.22 ms
[2022-03-09 14:48:47 main:574] : INFO : Epoch 1813 | loss: 0.0311026 | val_loss: 0.0311473 | Time: 2182.64 ms
[2022-03-09 14:48:49 main:574] : INFO : Epoch 1814 | loss: 0.0311049 | val_loss: 0.0311485 | Time: 2190.17 ms
[2022-03-09 14:48:51 main:574] : INFO : Epoch 1815 | loss: 0.031108 | val_loss: 0.0311505 | Time: 2293.88 ms
[2022-03-09 14:48:54 main:574] : INFO : Epoch 1816 | loss: 0.0311071 | val_loss: 0.0311501 | Time: 2176.19 ms
[2022-03-09 14:48:56 main:574] : INFO : Epoch 1817 | loss: 0.0311047 | val_loss: 0.0311574 | Time: 2189.57 ms
[2022-03-09 14:48:58 main:574] : INFO : Epoch 1818 | loss: 0.031105 | val_loss: 0.0311455 | Time: 2315.62 ms
[2022-03-09 14:49:00 main:574] : INFO : Epoch 1819 | loss: 0.031102 | val_loss: 0.0311477 | Time: 2273.92 ms
[2022-03-09 14:49:03 main:574] : INFO : Epoch 1820 | loss: 0.031132 | val_loss: 0.0311589 | Time: 2593.36 ms
[2022-03-09 14:49:05 main:574] : INFO : Epoch 1821 | loss: 0.0311337 | val_loss: 0.0311443 | Time: 2273.65 ms
[2022-03-09 14:49:08 main:574] : INFO : Epoch 1822 | loss: 0.0311238 | val_loss: 0.0311527 | Time: 2205.85 ms
[2022-03-09 14:49:10 main:574] : INFO : Epoch 1823 | loss: 0.0311191 | val_loss: 0.0311471 | Time: 2239.55 ms
[2022-03-09 14:49:12 main:574] : INFO : Epoch 1824 | loss: 0.031116 | val_loss: 0.0311478 | Time: 2258.25 ms
[2022-03-09 14:49:15 main:574] : INFO : Epoch 1825 | loss: 0.0311142 | val_loss: 0.0311463 | Time: 2269.7 ms
[2022-03-09 14:49:17 main:574] : INFO : Epoch 1826 | loss: 0.0311144 | val_loss: 0.0311443 | Time: 2275.59 ms
[2022-03-09 14:49:19 main:574] : INFO : Epoch 1827 | loss: 0.0311154 | val_loss: 0.0311442 | Time: 2285.31 ms
[2022-03-09 14:49:22 main:574] : INFO : Epoch 1828 | loss: 0.0311127 | val_loss: 0.0311474 | Time: 2632 ms
[2022-03-09 14:49:24 main:574] : INFO : Epoch 1829 | loss: 0.0311151 | val_loss: 0.0311497 | Time: 2347.28 ms
[2022-03-09 14:49:26 main:574] : INFO : Epoch 1830 | loss: 0.0311188 | val_loss: 0.0311458 | Time: 2242.47 ms
[2022-03-09 14:49:29 main:574] : INFO : Epoch 1831 | loss: 0.0311157 | val_loss: 0.0311433 | Time: 2216.05 ms
[2022-03-09 14:49:31 main:574] : INFO : Epoch 1832 | loss: 0.0311114 | val_loss: 0.0311461 | Time: 2212.11 ms
[2022-03-09 14:49:33 main:574] : INFO : Epoch 1833 | loss: 0.0311102 | val_loss: 0.0311441 | Time: 2204.2 ms
[2022-03-09 14:49:35 main:574] : INFO : Epoch 1834 | loss: 0.0311074 | val_loss: 0.0311494 | Time: 2207.29 ms
[2022-03-09 14:49:38 main:574] : INFO : Epoch 1835 | loss: 0.0311115 | val_loss: 0.0311596 | Time: 2288.34 ms
[2022-03-09 14:49:40 main:574] : INFO : Epoch 1836 | loss: 0.0311097 | val_loss: 0.0311451 | Time: 2248.57 ms
[2022-03-09 14:49:43 main:574] : INFO : Epoch 1837 | loss: 0.0311088 | val_loss: 0.031154 | Time: 2404.96 ms
[2022-03-09 14:49:45 main:574] : INFO : Epoch 1838 | loss: 0.031108 | val_loss: 0.0311509 | Time: 2320.04 ms
[2022-03-09 14:49:47 main:574] : INFO : Epoch 1839 | loss: 0.0311061 | val_loss: 0.0311539 | Time: 2268.61 ms
[2022-03-09 14:49:49 main:574] : INFO : Epoch 1840 | loss: 0.031107 | val_loss: 0.0311564 | Time: 2141.6 ms
[2022-03-09 14:49:52 main:574] : INFO : Epoch 1841 | loss: 0.0311043 | val_loss: 0.03115 | Time: 2208.29 ms
[2022-03-09 14:49:54 main:574] : INFO : Epoch 1842 | loss: 0.0311009 | val_loss: 0.0311508 | Time: 2151.13 ms
[2022-03-09 14:49:56 main:574] : INFO : Epoch 1843 | loss: 0.0311053 | val_loss: 0.0311459 | Time: 2182.21 ms
[2022-03-09 14:49:58 main:574] : INFO : Epoch 1844 | loss: 0.0311043 | val_loss: 0.0311432 | Time: 2230.28 ms
[2022-03-09 14:50:01 main:574] : INFO : Epoch 1845 | loss: 0.031103 | val_loss: 0.0311457 | Time: 2264.95 ms
[2022-03-09 14:50:03 main:574] : INFO : Epoch 1846 | loss: 0.0311063 | val_loss: 0.0311435 | Time: 2225.54 ms
[2022-03-09 14:50:05 main:574] : INFO : Epoch 1847 | loss: 0.0310978 | val_loss: 0.0311514 | Time: 2302.55 ms
[2022-03-09 14:50:08 main:574] : INFO : Epoch 1848 | loss: 0.0310971 | val_loss: 0.0311401 | Time: 2339.49 ms
[2022-03-09 14:50:10 main:574] : INFO : Epoch 1849 | loss: 0.0310972 | val_loss: 0.0311415 | Time: 2273.86 ms
[2022-03-09 14:50:12 main:574] : INFO : Epoch 1850 | loss: 0.0311012 | val_loss: 0.0311498 | Time: 2175.55 ms
[2022-03-09 14:50:14 main:574] : INFO : Epoch 1851 | loss: 0.0311 | val_loss: 0.0311479 | Time: 2206.85 ms
[2022-03-09 14:50:17 main:574] : INFO : Epoch 1852 | loss: 0.0310958 | val_loss: 0.0311441 | Time: 2167.48 ms
[2022-03-09 14:50:19 main:574] : INFO : Epoch 1853 | loss: 0.0310946 | val_loss: 0.0311434 | Time: 2209.78 ms
[2022-03-09 14:50:21 main:574] : INFO : Epoch 1854 | loss: 0.0310958 | val_loss: 0.0311444 | Time: 2305.11 ms
[2022-03-09 14:50:24 main:574] : INFO : Epoch 1855 | loss: 0.031098 | val_loss: 0.0311468 | Time: 2251.32 ms
[2022-03-09 14:50:26 main:574] : INFO : Epoch 1856 | loss: 0.0310987 | val_loss: 0.0311459 | Time: 2273.9 ms
[2022-03-09 14:50:28 main:574] : INFO : Epoch 1857 | loss: 0.0310972 | val_loss: 0.0311426 | Time: 2306.76 ms
[2022-03-09 14:50:31 main:574] : INFO : Epoch 1858 | loss: 0.0310943 | val_loss: 0.0311519 | Time: 2271.34 ms
[2022-03-09 14:50:33 main:574] : INFO : Epoch 1859 | loss: 0.031101 | val_loss: 0.0311502 | Time: 2211.31 ms
[2022-03-09 14:50:35 main:574] : INFO : Epoch 1860 | loss: 0.0310986 | val_loss: 0.0311474 | Time: 2203.01 ms
[2022-03-09 14:50:37 main:574] : INFO : Epoch 1861 | loss: 0.0310972 | val_loss: 0.0311413 | Time: 2357.11 ms
[2022-03-09 14:50:40 main:574] : INFO : Epoch 1862 | loss: 0.0310981 | val_loss: 0.0311436 | Time: 2362.88 ms
[2022-03-09 14:50:42 main:574] : INFO : Epoch 1863 | loss: 0.0310954 | val_loss: 0.0311447 | Time: 2312.17 ms
[2022-03-09 14:50:45 main:574] : INFO : Epoch 1864 | loss: 0.0310985 | val_loss: 0.031145 | Time: 2391.81 ms
[2022-03-09 14:50:47 main:574] : INFO : Epoch 1865 | loss: 0.0310957 | val_loss: 0.0311435 | Time: 2214.74 ms
[2022-03-09 14:50:49 main:574] : INFO : Epoch 1866 | loss: 0.0310945 | val_loss: 0.0311472 | Time: 2428.79 ms
[2022-03-09 14:50:52 main:574] : INFO : Epoch 1867 | loss: 0.0310974 | val_loss: 0.0311502 | Time: 2293.27 ms
[2022-03-09 14:50:54 main:574] : INFO : Epoch 1868 | loss: 0.0310971 | val_loss: 0.031151 | Time: 2329.39 ms
[2022-03-09 14:50:57 main:574] : INFO : Epoch 1869 | loss: 0.0311168 | val_loss: 0.0311396 | Time: 2347.61 ms
[2022-03-09 14:50:59 main:574] : INFO : Epoch 1870 | loss: 0.0311113 | val_loss: 0.0311422 | Time: 2176.19 ms
[2022-03-09 14:51:01 main:574] : INFO : Epoch 1871 | loss: 0.031109 | val_loss: 0.0311431 | Time: 2273.52 ms
[2022-03-09 14:51:04 main:574] : INFO : Epoch 1872 | loss: 0.0311054 | val_loss: 0.0311416 | Time: 2380.09 ms
[2022-03-09 14:51:06 main:574] : INFO : Epoch 1873 | loss: 0.0311024 | val_loss: 0.0311486 | Time: 2293.62 ms
[2022-03-09 14:51:08 main:574] : INFO : Epoch 1874 | loss: 0.0310971 | val_loss: 0.0311424 | Time: 2391.6 ms
[2022-03-09 14:51:11 main:574] : INFO : Epoch 1875 | loss: 0.0310958 | val_loss: 0.0311457 | Time: 2282.38 ms
[2022-03-09 14:51:13 main:574] : INFO : Epoch 1876 | loss: 0.0310934 | val_loss: 0.0311445 | Time: 2388.45 ms
[2022-03-09 14:51:16 main:574] : INFO : Epoch 1877 | loss: 0.0310955 | val_loss: 0.0311425 | Time: 2267.43 ms
[2022-03-09 14:51:18 main:574] : INFO : Epoch 1878 | loss: 0.0310933 | val_loss: 0.0311373 | Time: 2270.37 ms
[2022-03-09 14:51:20 main:574] : INFO : Epoch 1879 | loss: 0.0310964 | val_loss: 0.0311366 | Time: 2261.38 ms
[2022-03-09 14:51:23 main:574] : INFO : Epoch 1880 | loss: 0.0310944 | val_loss: 0.031143 | Time: 2304.19 ms
[2022-03-09 14:51:25 main:574] : INFO : Epoch 1881 | loss: 0.0311002 | val_loss: 0.0311359 | Time: 2335.43 ms
[2022-03-09 14:51:27 main:574] : INFO : Epoch 1882 | loss: 0.0311 | val_loss: 0.0311363 | Time: 2371.4 ms
[2022-03-09 14:51:30 main:574] : INFO : Epoch 1883 | loss: 0.0310986 | val_loss: 0.0311419 | Time: 2305.04 ms
[2022-03-09 14:51:32 main:574] : INFO : Epoch 1884 | loss: 0.0310964 | val_loss: 0.031133 | Time: 2443.11 ms
[2022-03-09 14:51:35 main:574] : INFO : Epoch 1885 | loss: 0.0310919 | val_loss: 0.0311333 | Time: 2392.46 ms
[2022-03-09 14:51:37 main:574] : INFO : Epoch 1886 | loss: 0.0310912 | val_loss: 0.0311351 | Time: 2164.58 ms
[2022-03-09 14:51:39 main:574] : INFO : Epoch 1887 | loss: 0.0310954 | val_loss: 0.0311406 | Time: 2315.59 ms
[2022-03-09 14:51:42 main:574] : INFO : Epoch 1888 | loss: 0.0310911 | val_loss: 0.0311356 | Time: 2282.29 ms
[2022-03-09 14:51:44 main:574] : INFO : Epoch 1889 | loss: 0.0310905 | val_loss: 0.031136 | Time: 2282.4 ms
[2022-03-09 14:51:46 main:574] : INFO : Epoch 1890 | loss: 0.0310909 | val_loss: 0.0311445 | Time: 2284.23 ms
[2022-03-09 14:51:49 main:574] : INFO : Epoch 1891 | loss: 0.0310923 | val_loss: 0.0311354 | Time: 2407.78 ms
[2022-03-09 14:51:51 main:574] : INFO : Epoch 1892 | loss: 0.0311038 | val_loss: 0.0311454 | Time: 2301.34 ms
[2022-03-09 14:51:54 main:574] : INFO : Epoch 1893 | loss: 0.0310984 | val_loss: 0.0311379 | Time: 2243.14 ms
[2022-03-09 14:51:56 main:574] : INFO : Epoch 1894 | loss: 0.0310943 | val_loss: 0.0311414 | Time: 2309.86 ms
[2022-03-09 14:51:58 main:574] : INFO : Epoch 1895 | loss: 0.0310941 | val_loss: 0.0311424 | Time: 2325.32 ms
[2022-03-09 14:52:01 main:574] : INFO : Epoch 1896 | loss: 0.0310949 | val_loss: 0.0311445 | Time: 2290.55 ms
[2022-03-09 14:52:03 main:574] : INFO : Epoch 1897 | loss: 0.0310999 | val_loss: 0.0311476 | Time: 2278.45 ms
[2022-03-09 14:52:05 main:574] : INFO : Epoch 1898 | loss: 0.031099 | val_loss: 0.0311392 | Time: 2330.6 ms
[2022-03-09 14:52:08 main:574] : INFO : Epoch 1899 | loss: 0.031097 | val_loss: 0.031144 | Time: 2399.15 ms
[2022-03-09 14:52:10 main:574] : INFO : Epoch 1900 | loss: 0.0310918 | val_loss: 0.0311411 | Time: 2582.98 ms
[2022-03-09 14:52:13 main:574] : INFO : Epoch 1901 | loss: 0.0310905 | val_loss: 0.0311391 | Time: 2662.26 ms
[2022-03-09 14:52:16 main:574] : INFO : Epoch 1902 | loss: 0.0310884 | val_loss: 0.0311412 | Time: 2529.94 ms
[2022-03-09 14:52:18 main:574] : INFO : Epoch 1903 | loss: 0.0310903 | val_loss: 0.0311477 | Time: 2361.11 ms
[2022-03-09 14:52:20 main:574] : INFO : Epoch 1904 | loss: 0.0310935 | val_loss: 0.0311479 | Time: 2338.39 ms
[2022-03-09 14:52:23 main:574] : INFO : Epoch 1905 | loss: 0.0310903 | val_loss: 0.0311481 | Time: 2379.22 ms
[2022-03-09 14:52:25 main:574] : INFO : Epoch 1906 | loss: 0.0310894 | val_loss: 0.0311549 | Time: 2266.2 ms
[2022-03-09 14:52:28 main:574] : INFO : Epoch 1907 | loss: 0.0310889 | val_loss: 0.0311479 | Time: 2337.76 ms
[2022-03-09 14:52:30 main:574] : INFO : Epoch 1908 | loss: 0.0310903 | val_loss: 0.0311454 | Time: 2369.14 ms
[2022-03-09 14:52:33 main:574] : INFO : Epoch 1909 | loss: 0.0310872 | val_loss: 0.0311406 | Time: 2423.06 ms
[2022-03-09 14:52:35 main:574] : INFO : Epoch 1910 | loss: 0.031092 | val_loss: 0.0311439 | Time: 2640.19 ms
[2022-03-09 14:52:38 main:574] : INFO : Epoch 1911 | loss: 0.031095 | val_loss: 0.0311398 | Time: 2498.42 ms
[2022-03-09 14:52:40 main:574] : INFO : Epoch 1912 | loss: 0.0310946 | val_loss: 0.0311512 | Time: 2507.03 ms
[2022-03-09 14:52:43 main:574] : INFO : Epoch 1913 | loss: 0.0310971 | val_loss: 0.0311436 | Time: 2294.91 ms
[2022-03-09 14:52:45 main:574] : INFO : Epoch 1914 | loss: 0.0310933 | val_loss: 0.0311415 | Time: 2214.66 ms
[2022-03-09 14:52:47 main:574] : INFO : Epoch 1915 | loss: 0.0310893 | val_loss: 0.0311455 | Time: 2362.56 ms
[2022-03-09 14:52:50 main:574] : INFO : Epoch 1916 | loss: 0.0310935 | val_loss: 0.0311422 | Time: 2494.18 ms
[2022-03-09 14:52:52 main:574] : INFO : Epoch 1917 | loss: 0.0310875 | val_loss: 0.0311467 | Time: 2391.77 ms
[2022-03-09 14:52:55 main:574] : INFO : Epoch 1918 | loss: 0.0310869 | val_loss: 0.0311409 | Time: 2285.72 ms
[2022-03-09 14:52:57 main:574] : INFO : Epoch 1919 | loss: 0.0310869 | val_loss: 0.0311413 | Time: 2266.56 ms
[2022-03-09 14:53:00 main:574] : INFO : Epoch 1920 | loss: 0.0310849 | val_loss: 0.0311464 | Time: 2915.6 ms
[2022-03-09 14:53:03 main:574] : INFO : Epoch 1921 | loss: 0.0310862 | val_loss: 0.0311412 | Time: 2745.75 ms
[2022-03-09 14:53:05 main:574] : INFO : Epoch 1922 | loss: 0.0310883 | val_loss: 0.0311419 | Time: 2366.75 ms
[2022-03-09 14:53:07 main:574] : INFO : Epoch 1923 | loss: 0.0310863 | val_loss: 0.0311446 | Time: 2281.1 ms
[2022-03-09 14:53:10 main:574] : INFO : Epoch 1924 | loss: 0.031088 | val_loss: 0.0311464 | Time: 2287.08 ms
[2022-03-09 14:53:12 main:574] : INFO : Epoch 1925 | loss: 0.0310895 | val_loss: 0.0311413 | Time: 2536.28 ms
[2022-03-09 14:53:14 main:574] : INFO : Epoch 1926 | loss: 0.0310894 | val_loss: 0.0311456 | Time: 2282.98 ms
[2022-03-09 14:53:17 main:574] : INFO : Epoch 1927 | loss: 0.0310861 | val_loss: 0.0311457 | Time: 2262.99 ms
[2022-03-09 14:53:19 main:574] : INFO : Epoch 1928 | loss: 0.0310891 | val_loss: 0.0311375 | Time: 2462.58 ms
[2022-03-09 14:53:22 main:574] : INFO : Epoch 1929 | loss: 0.031088 | val_loss: 0.0311471 | Time: 2448.56 ms
[2022-03-09 14:53:24 main:574] : INFO : Epoch 1930 | loss: 0.0310852 | val_loss: 0.0311454 | Time: 2502.67 ms
[2022-03-09 14:53:27 main:574] : INFO : Epoch 1931 | loss: 0.0310981 | val_loss: 0.0311492 | Time: 2282.06 ms
[2022-03-09 14:53:29 main:574] : INFO : Epoch 1932 | loss: 0.031113 | val_loss: 0.0311398 | Time: 2264.63 ms
[2022-03-09 14:53:32 main:574] : INFO : Epoch 1933 | loss: 0.0311056 | val_loss: 0.0311476 | Time: 2493.25 ms
[2022-03-09 14:53:34 main:574] : INFO : Epoch 1934 | loss: 0.0311043 | val_loss: 0.0311433 | Time: 2402.43 ms
[2022-03-09 14:53:36 main:574] : INFO : Epoch 1935 | loss: 0.031099 | val_loss: 0.0311441 | Time: 2432.08 ms
[2022-03-09 14:53:39 main:574] : INFO : Epoch 1936 | loss: 0.0310994 | val_loss: 0.0311384 | Time: 2292.49 ms
[2022-03-09 14:53:41 main:574] : INFO : Epoch 1937 | loss: 0.0310953 | val_loss: 0.0311382 | Time: 2352.27 ms
[2022-03-09 14:53:44 main:574] : INFO : Epoch 1938 | loss: 0.0310894 | val_loss: 0.0311413 | Time: 2383.55 ms
[2022-03-09 14:53:46 main:574] : INFO : Epoch 1939 | loss: 0.0311172 | val_loss: 0.031176 | Time: 2266.86 ms
[2022-03-09 14:53:49 main:574] : INFO : Epoch 1940 | loss: 0.0311676 | val_loss: 0.0311817 | Time: 2588.02 ms
[2022-03-09 14:53:51 main:574] : INFO : Epoch 1941 | loss: 0.0311624 | val_loss: 0.0311721 | Time: 2370.66 ms
[2022-03-09 14:53:53 main:574] : INFO : Epoch 1942 | loss: 0.0311563 | val_loss: 0.0311585 | Time: 2268.46 ms
[2022-03-09 14:53:56 main:574] : INFO : Epoch 1943 | loss: 0.0311508 | val_loss: 0.0311609 | Time: 2332.72 ms
[2022-03-09 14:53:58 main:574] : INFO : Epoch 1944 | loss: 0.0311441 | val_loss: 0.0311586 | Time: 2495.59 ms
[2022-03-09 14:54:00 main:574] : INFO : Epoch 1945 | loss: 0.0311405 | val_loss: 0.0311545 | Time: 2278.08 ms
[2022-03-09 14:54:03 main:574] : INFO : Epoch 1946 | loss: 0.0311379 | val_loss: 0.0311522 | Time: 2328.17 ms
[2022-03-09 14:54:05 main:574] : INFO : Epoch 1947 | loss: 0.0311364 | val_loss: 0.0311487 | Time: 2465.84 ms
[2022-03-09 14:54:08 main:574] : INFO : Epoch 1948 | loss: 0.0311355 | val_loss: 0.0311493 | Time: 2429.28 ms
[2022-03-09 14:54:10 main:574] : INFO : Epoch 1949 | loss: 0.0311324 | val_loss: 0.0311447 | Time: 2302.59 ms
[2022-03-09 14:54:13 main:574] : INFO : Epoch 1950 | loss: 0.0311318 | val_loss: 0.031148 | Time: 2467.6 ms
[2022-03-09 14:54:15 main:574] : INFO : Epoch 1951 | loss: 0.0311339 | val_loss: 0.0311462 | Time: 2263.29 ms
[2022-03-09 14:54:17 main:574] : INFO : Epoch 1952 | loss: 0.0311367 | val_loss: 0.0311442 | Time: 2313.6 ms
[2022-03-09 14:54:20 main:574] : INFO : Epoch 1953 | loss: 0.0311293 | val_loss: 0.0311434 | Time: 2452.57 ms
[2022-03-09 14:54:22 main:574] : INFO : Epoch 1954 | loss: 0.0311263 | val_loss: 0.0311393 | Time: 2299.23 ms
[2022-03-09 14:54:24 main:574] : INFO : Epoch 1955 | loss: 0.0311258 | val_loss: 0.0311385 | Time: 2265.87 ms
[2022-03-09 14:54:27 main:574] : INFO : Epoch 1956 | loss: 0.031124 | val_loss: 0.0311417 | Time: 2331.17 ms
[2022-03-09 14:54:29 main:574] : INFO : Epoch 1957 | loss: 0.0311254 | val_loss: 0.031141 | Time: 2538.06 ms
[2022-03-09 14:54:32 main:574] : INFO : Epoch 1958 | loss: 0.0311235 | val_loss: 0.0311395 | Time: 2645.77 ms
[2022-03-09 14:54:35 main:574] : INFO : Epoch 1959 | loss: 0.0311225 | val_loss: 0.031138 | Time: 2396.72 ms
[2022-03-09 14:54:37 main:574] : INFO : Epoch 1960 | loss: 0.031118 | val_loss: 0.0311366 | Time: 2290.68 ms
[2022-03-09 14:54:39 main:574] : INFO : Epoch 1961 | loss: 0.0311153 | val_loss: 0.0311393 | Time: 2251.85 ms
[2022-03-09 14:54:42 main:574] : INFO : Epoch 1962 | loss: 0.0311138 | val_loss: 0.0311399 | Time: 2331.63 ms
[2022-03-09 14:54:44 main:574] : INFO : Epoch 1963 | loss: 0.0311129 | val_loss: 0.0311372 | Time: 2510.05 ms
[2022-03-09 14:54:47 main:574] : INFO : Epoch 1964 | loss: 0.0311145 | val_loss: 0.0311406 | Time: 2390.2 ms
[2022-03-09 14:54:49 main:574] : INFO : Epoch 1965 | loss: 0.0311135 | val_loss: 0.0311474 | Time: 2339.68 ms
[2022-03-09 14:54:51 main:574] : INFO : Epoch 1966 | loss: 0.031119 | val_loss: 0.0311402 | Time: 2565.06 ms
[2022-03-09 14:54:54 main:574] : INFO : Epoch 1967 | loss: 0.0311101 | val_loss: 0.0311372 | Time: 2390.49 ms
[2022-03-09 14:54:56 main:574] : INFO : Epoch 1968 | loss: 0.0311081 | val_loss: 0.0311393 | Time: 2540.89 ms
[2022-03-09 14:54:59 main:574] : INFO : Epoch 1969 | loss: 0.0311075 | val_loss: 0.0311397 | Time: 2459.87 ms
[2022-03-09 14:55:01 main:574] : INFO : Epoch 1970 | loss: 0.0311065 | val_loss: 0.0311358 | Time: 2278.74 ms
[2022-03-09 14:55:04 main:574] : INFO : Epoch 1971 | loss: 0.031106 | val_loss: 0.0311396 | Time: 2271.95 ms
[2022-03-09 14:55:06 main:574] : INFO : Epoch 1972 | loss: 0.0311085 | val_loss: 0.0311428 | Time: 2472.29 ms
[2022-03-09 14:55:09 main:574] : INFO : Epoch 1973 | loss: 0.0311122 | val_loss: 0.0311419 | Time: 2405.5 ms
[2022-03-09 14:55:11 main:574] : INFO : Epoch 1974 | loss: 0.0311104 | val_loss: 0.0311386 | Time: 2579.4 ms
[2022-03-09 14:55:14 main:574] : INFO : Epoch 1975 | loss: 0.031108 | val_loss: 0.0311383 | Time: 2411.65 ms
[2022-03-09 14:55:16 main:574] : INFO : Epoch 1976 | loss: 0.0311059 | val_loss: 0.0311394 | Time: 2520.2 ms
[2022-03-09 14:55:19 main:574] : INFO : Epoch 1977 | loss: 0.0311118 | val_loss: 0.0311383 | Time: 2469.85 ms
[2022-03-09 14:55:21 main:574] : INFO : Epoch 1978 | loss: 0.0311199 | val_loss: 0.0311445 | Time: 2515.27 ms
[2022-03-09 14:55:24 main:574] : INFO : Epoch 1979 | loss: 0.0311151 | val_loss: 0.031134 | Time: 2325.86 ms
[2022-03-09 14:55:26 main:574] : INFO : Epoch 1980 | loss: 0.0311099 | val_loss: 0.0311338 | Time: 2223.23 ms
[2022-03-09 14:55:28 main:574] : INFO : Epoch 1981 | loss: 0.0311108 | val_loss: 0.0311386 | Time: 2373.98 ms
[2022-03-09 14:55:31 main:574] : INFO : Epoch 1982 | loss: 0.0311173 | val_loss: 0.0311419 | Time: 2327.31 ms
[2022-03-09 14:55:33 main:574] : INFO : Epoch 1983 | loss: 0.031118 | val_loss: 0.031152 | Time: 2477.53 ms
[2022-03-09 14:55:36 main:574] : INFO : Epoch 1984 | loss: 0.0311168 | val_loss: 0.0311436 | Time: 2523.57 ms
[2022-03-09 14:55:38 main:574] : INFO : Epoch 1985 | loss: 0.0311119 | val_loss: 0.0311396 | Time: 2487.72 ms
[2022-03-09 14:55:41 main:574] : INFO : Epoch 1986 | loss: 0.0311092 | val_loss: 0.0311361 | Time: 2411.86 ms
[2022-03-09 14:55:43 main:574] : INFO : Epoch 1987 | loss: 0.0311064 | val_loss: 0.0311333 | Time: 2338.94 ms
[2022-03-09 14:55:45 main:574] : INFO : Epoch 1988 | loss: 0.0311063 | val_loss: 0.0311341 | Time: 2333.47 ms
[2022-03-09 14:55:48 main:574] : INFO : Epoch 1989 | loss: 0.0311044 | val_loss: 0.0311355 | Time: 2370.02 ms
[2022-03-09 14:55:50 main:574] : INFO : Epoch 1990 | loss: 0.0311026 | val_loss: 0.0311374 | Time: 2273.54 ms
[2022-03-09 14:55:53 main:574] : INFO : Epoch 1991 | loss: 0.0311031 | val_loss: 0.0311309 | Time: 2318.59 ms
[2022-03-09 14:55:55 main:574] : INFO : Epoch 1992 | loss: 0.0311038 | val_loss: 0.0311368 | Time: 2227.29 ms
[2022-03-09 14:55:57 main:574] : INFO : Epoch 1993 | loss: 0.0311056 | val_loss: 0.0311332 | Time: 2438.31 ms
[2022-03-09 14:56:00 main:574] : INFO : Epoch 1994 | loss: 0.0311005 | val_loss: 0.0311337 | Time: 2688.47 ms
[2022-03-09 14:56:02 main:574] : INFO : Epoch 1995 | loss: 0.0311008 | val_loss: 0.0311347 | Time: 2379.94 ms
[2022-03-09 14:56:05 main:574] : INFO : Epoch 1996 | loss: 0.0311013 | val_loss: 0.0311305 | Time: 2475.73 ms
[2022-03-09 14:56:07 main:574] : INFO : Epoch 1997 | loss: 0.0311001 | val_loss: 0.0311366 | Time: 2283.93 ms
[2022-03-09 14:56:10 main:574] : INFO : Epoch 1998 | loss: 0.0311029 | val_loss: 0.0311325 | Time: 2265.75 ms
[2022-03-09 14:56:12 main:574] : INFO : Epoch 1999 | loss: 0.0311023 | val_loss: 0.0311285 | Time: 2250.04 ms
[2022-03-09 14:56:14 main:574] : INFO : Epoch 2000 | loss: 0.0311045 | val_loss: 0.0311336 | Time: 2295.13 ms
[2022-03-09 14:56:17 main:574] : INFO : Epoch 2001 | loss: 0.031105 | val_loss: 0.0311299 | Time: 2360.49 ms
[2022-03-09 14:56:19 main:574] : INFO : Epoch 2002 | loss: 0.0311035 | val_loss: 0.0311309 | Time: 2348.41 ms
[2022-03-09 14:56:21 main:574] : INFO : Epoch 2003 | loss: 0.0311034 | val_loss: 0.0311311 | Time: 2456.36 ms
[2022-03-09 14:56:24 main:574] : INFO : Epoch 2004 | loss: 0.0310997 | val_loss: 0.0311288 | Time: 2358.09 ms
[2022-03-09 14:56:26 main:574] : INFO : Epoch 2005 | loss: 0.0311018 | val_loss: 0.0311367 | Time: 2475.04 ms
[2022-03-09 14:56:29 main:574] : INFO : Epoch 2006 | loss: 0.0311012 | val_loss: 0.0311351 | Time: 2515.54 ms
[2022-03-09 14:56:31 main:574] : INFO : Epoch 2007 | loss: 0.0310975 | val_loss: 0.0311288 | Time: 2326.76 ms
[2022-03-09 14:56:34 main:574] : INFO : Epoch 2008 | loss: 0.0310996 | val_loss: 0.0311285 | Time: 2404.32 ms
[2022-03-09 14:56:36 main:574] : INFO : Epoch 2009 | loss: 0.0310969 | val_loss: 0.0311302 | Time: 2332.11 ms
[2022-03-09 14:56:39 main:574] : INFO : Epoch 2010 | loss: 0.0311005 | val_loss: 0.031134 | Time: 2444.4 ms
[2022-03-09 14:56:41 main:574] : INFO : Epoch 2011 | loss: 0.0310996 | val_loss: 0.0311356 | Time: 2438.66 ms
[2022-03-09 14:56:44 main:574] : INFO : Epoch 2012 | loss: 0.0311003 | val_loss: 0.0311324 | Time: 2643.22 ms
[2022-03-09 14:56:46 main:574] : INFO : Epoch 2013 | loss: 0.0310954 | val_loss: 0.0311328 | Time: 2411.13 ms
[2022-03-09 14:56:49 main:574] : INFO : Epoch 2014 | loss: 0.0310955 | val_loss: 0.031142 | Time: 2396.01 ms
[2022-03-09 14:56:51 main:574] : INFO : Epoch 2015 | loss: 0.0310978 | val_loss: 0.0311325 | Time: 2291.82 ms
[2022-03-09 14:56:53 main:574] : INFO : Epoch 2016 | loss: 0.0310963 | val_loss: 0.0311327 | Time: 2241.22 ms
[2022-03-09 14:56:56 main:574] : INFO : Epoch 2017 | loss: 0.031106 | val_loss: 0.0311343 | Time: 2312.03 ms
[2022-03-09 14:56:58 main:574] : INFO : Epoch 2018 | loss: 0.0311234 | val_loss: 0.0311286 | Time: 2346.08 ms
[2022-03-09 14:57:00 main:574] : INFO : Epoch 2019 | loss: 0.0311167 | val_loss: 0.0311276 | Time: 2277.66 ms
[2022-03-09 14:57:03 main:574] : INFO : Epoch 2020 | loss: 0.0311117 | val_loss: 0.0311301 | Time: 2375.65 ms
[2022-03-09 14:57:05 main:574] : INFO : Epoch 2021 | loss: 0.0311061 | val_loss: 0.0311348 | Time: 2427.74 ms
[2022-03-09 14:57:08 main:574] : INFO : Epoch 2022 | loss: 0.031106 | val_loss: 0.0311286 | Time: 2800.75 ms
[2022-03-09 14:57:11 main:574] : INFO : Epoch 2023 | loss: 0.0311026 | val_loss: 0.0311266 | Time: 2393.61 ms
[2022-03-09 14:57:13 main:574] : INFO : Epoch 2024 | loss: 0.0311069 | val_loss: 0.0311332 | Time: 2413.44 ms
[2022-03-09 14:57:15 main:574] : INFO : Epoch 2025 | loss: 0.0311014 | val_loss: 0.0311268 | Time: 2399.97 ms
[2022-03-09 14:57:18 main:574] : INFO : Epoch 2026 | loss: 0.0311142 | val_loss: 0.0311437 | Time: 2347.15 ms
[2022-03-09 14:57:20 main:574] : INFO : Epoch 2027 | loss: 0.0311236 | val_loss: 0.0311415 | Time: 2287.93 ms
[2022-03-09 14:57:22 main:574] : INFO : Epoch 2028 | loss: 0.0311181 | val_loss: 0.0311358 | Time: 2287.55 ms
[2022-03-09 14:57:25 main:574] : INFO : Epoch 2029 | loss: 0.0311149 | val_loss: 0.0311309 | Time: 2681.79 ms
[2022-03-09 14:57:28 main:574] : INFO : Epoch 2030 | loss: 0.0311077 | val_loss: 0.0311294 | Time: 2617.49 ms
[2022-03-09 14:57:30 main:574] : INFO : Epoch 2031 | loss: 0.031106 | val_loss: 0.0311273 | Time: 2308.43 ms
[2022-03-09 14:57:33 main:574] : INFO : Epoch 2032 | loss: 0.0311064 | val_loss: 0.0311246 | Time: 2774.46 ms
[2022-03-09 14:57:36 main:574] : INFO : Epoch 2033 | loss: 0.031103 | val_loss: 0.0311245 | Time: 2508.07 ms
[2022-03-09 14:57:38 main:574] : INFO : Epoch 2034 | loss: 0.0311063 | val_loss: 0.0311354 | Time: 2307.1 ms
[2022-03-09 14:57:40 main:574] : INFO : Epoch 2035 | loss: 0.0311144 | val_loss: 0.0311293 | Time: 2447.13 ms
[2022-03-09 14:57:43 main:574] : INFO : Epoch 2036 | loss: 0.0311077 | val_loss: 0.0311285 | Time: 2282 ms
[2022-03-09 14:57:45 main:574] : INFO : Epoch 2037 | loss: 0.0311053 | val_loss: 0.031128 | Time: 2544.53 ms
[2022-03-09 14:57:48 main:574] : INFO : Epoch 2038 | loss: 0.0311014 | val_loss: 0.0311317 | Time: 2529.87 ms
[2022-03-09 14:57:50 main:574] : INFO : Epoch 2039 | loss: 0.0311028 | val_loss: 0.0311288 | Time: 2398.13 ms
[2022-03-09 14:57:53 main:574] : INFO : Epoch 2040 | loss: 0.0311023 | val_loss: 0.0311305 | Time: 2248.38 ms
[2022-03-09 14:57:55 main:574] : INFO : Epoch 2041 | loss: 0.0310976 | val_loss: 0.0311278 | Time: 2246.35 ms
[2022-03-09 14:57:57 main:574] : INFO : Epoch 2042 | loss: 0.0310974 | val_loss: 0.0311274 | Time: 2449.81 ms
[2022-03-09 14:58:00 main:574] : INFO : Epoch 2043 | loss: 0.0310986 | val_loss: 0.0311351 | Time: 2380.22 ms
[2022-03-09 14:58:02 main:574] : INFO : Epoch 2044 | loss: 0.0310983 | val_loss: 0.0311319 | Time: 2378.1 ms
[2022-03-09 14:58:05 main:574] : INFO : Epoch 2045 | loss: 0.0310973 | val_loss: 0.0311262 | Time: 2398.41 ms
[2022-03-09 14:58:07 main:574] : INFO : Epoch 2046 | loss: 0.0310965 | val_loss: 0.0311299 | Time: 2602.24 ms
[2022-03-09 14:58:10 main:574] : INFO : Epoch 2047 | loss: 0.0310975 | val_loss: 0.0311303 | Time: 2135.71 ms
[2022-03-09 14:58:13 main:574] : INFO : Epoch 2048 | loss: 0.0310954 | val_loss: 0.03113 | Time: 2307.25 ms
[2022-03-09 14:58:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03113
[2022-03-09 14:58:14 main:603] : INFO : Saving end state to config to file
[2022-03-09 14:58:14 main:608] : INFO : Success, exiting..
14:58:15 (21028): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)