Task 12193607
| Name | ParityModified-1645992933-28125-0_0 |
| Workunit | 9374782 |
| Created | 27 Feb 2022, 20:15:34 UTC |
| Sent | 28 Feb 2022, 12:33:19 UTC |
| Report deadline | 8 Mar 2022, 12:33:19 UTC |
| Received | 28 Feb 2022, 15:02:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17492 |
| Run time | 1 hours 20 min 16 sec |
| CPU time | 1 hours 19 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,914.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311218 | val_loss: 0.0311468 | Time: 2408.36 ms [2022-02-28 14:40:51 main:574] : INFO : Epoch 1543 | loss: 0.0311231 | val_loss: 0.0311441 | Time: 2248.64 ms [2022-02-28 14:40:54 main:574] : INFO : Epoch 1544 | loss: 0.031121 | val_loss: 0.0311435 | Time: 2508.22 ms [2022-02-28 14:40:56 main:574] : INFO : Epoch 1545 | loss: 0.0311226 | val_loss: 0.0311434 | Time: 2197.89 ms [2022-02-28 14:40:59 main:574] : INFO : Epoch 1546 | loss: 0.0311237 | val_loss: 0.0311454 | Time: 2512.77 ms [2022-02-28 14:41:01 main:574] : INFO : Epoch 1547 | loss: 0.0311215 | val_loss: 0.031145 | Time: 2365.88 ms [2022-02-28 14:41:03 main:574] : INFO : Epoch 1548 | loss: 0.0311204 | val_loss: 0.0311465 | Time: 2485.95 ms [2022-02-28 14:41:16 main:574] : INFO : Epoch 1549 | loss: 0.0311223 | val_loss: 0.0311446 | Time: 12089.9 ms [2022-02-28 14:41:18 main:574] : INFO : Epoch 1550 | loss: 0.0311234 | val_loss: 0.0311487 | Time: 2607.13 ms [2022-02-28 14:41:20 main:574] : INFO : Epoch 1551 | loss: 0.0311304 | val_loss: 0.031146 | Time: 2272.67 ms [2022-02-28 14:41:23 main:574] : INFO : Epoch 1552 | loss: 0.0311305 | val_loss: 0.0311456 | Time: 2360.98 ms [2022-02-28 14:41:25 main:574] : INFO : Epoch 1553 | loss: 0.0311307 | val_loss: 0.0311448 | Time: 2044.25 ms [2022-02-28 14:41:28 main:574] : INFO : Epoch 1554 | loss: 0.0311312 | val_loss: 0.0311432 | Time: 2911.19 ms [2022-02-28 14:41:30 main:574] : INFO : Epoch 1555 | loss: 0.0311275 | val_loss: 0.0311423 | Time: 2230.31 ms [2022-02-28 14:41:33 main:574] : INFO : Epoch 1556 | loss: 0.0311265 | val_loss: 0.0311445 | Time: 2494.83 ms [2022-02-28 14:41:35 main:574] : INFO : Epoch 1557 | loss: 0.0311255 | val_loss: 0.0311486 | Time: 2155.45 ms [2022-02-28 14:41:47 main:574] : INFO : Epoch 1558 | loss: 0.0311242 | val_loss: 0.0311415 | Time: 12620.9 ms [2022-02-28 14:41:50 main:574] : INFO : Epoch 1559 | loss: 0.0311237 | val_loss: 0.0311408 | Time: 2391.27 ms [2022-02-28 14:41:52 main:574] : INFO : Epoch 1560 | loss: 0.0311238 | val_loss: 0.0311428 | Time: 2546.1 ms [2022-02-28 14:41:54 main:574] : INFO : Epoch 1561 | loss: 0.0311245 | val_loss: 0.0311423 | Time: 2186.07 ms [2022-02-28 14:41:57 main:574] : INFO : Epoch 1562 | loss: 0.0311235 | val_loss: 0.0311523 | Time: 2311.95 ms [2022-02-28 14:41:59 main:574] : INFO : Epoch 1563 | loss: 0.0311216 | val_loss: 0.0311447 | Time: 2395.32 ms [2022-02-28 14:42:01 main:574] : INFO : Epoch 1564 | loss: 0.0311216 | val_loss: 0.0311449 | Time: 2104.79 ms [2022-02-28 14:42:04 main:574] : INFO : Epoch 1565 | loss: 0.0311223 | val_loss: 0.0311436 | Time: 2368.22 ms [2022-02-28 14:42:06 main:574] : INFO : Epoch 1566 | loss: 0.0311225 | val_loss: 0.0311416 | Time: 2007.57 ms [2022-02-28 14:42:08 main:574] : INFO : Epoch 1567 | loss: 0.0311236 | val_loss: 0.0311429 | Time: 2499.74 ms [2022-02-28 14:42:10 main:574] : INFO : Epoch 1568 | loss: 0.031124 | val_loss: 0.0311464 | Time: 2110.94 ms [2022-02-28 14:42:13 main:574] : INFO : Epoch 1569 | loss: 0.0311248 | val_loss: 0.0311452 | Time: 2684.82 ms [2022-02-28 14:42:15 main:574] : INFO : Epoch 1570 | loss: 0.0311214 | val_loss: 0.0311454 | Time: 2069.94 ms [2022-02-28 14:42:18 main:574] : INFO : Epoch 1571 | loss: 0.0311212 | val_loss: 0.0311432 | Time: 2470.65 ms [2022-02-28 14:42:20 main:574] : INFO : Epoch 1572 | loss: 0.031122 | val_loss: 0.0311477 | Time: 2310.26 ms [2022-02-28 14:42:22 main:574] : INFO : Epoch 1573 | loss: 0.031121 | val_loss: 0.0311409 | Time: 2284.07 ms [2022-02-28 14:42:24 main:574] : INFO : Epoch 1574 | loss: 0.0311215 | val_loss: 0.0311421 | Time: 2350.09 ms [2022-02-28 14:42:27 main:574] : INFO : Epoch 1575 | loss: 0.0311213 | val_loss: 0.0311444 | Time: 2305.39 ms [2022-02-28 14:42:29 main:574] : INFO : Epoch 1576 | loss: 0.0311198 | val_loss: 0.0311435 | Time: 2465.33 ms [2022-02-28 14:42:31 main:574] : INFO : Epoch 1577 | loss: 0.0311221 | val_loss: 0.0311417 | Time: 2126.56 ms [2022-02-28 14:42:34 main:574] : INFO : Epoch 1578 | loss: 0.031123 | val_loss: 0.0311495 | Time: 2387.81 ms [2022-02-28 14:42:36 main:574] : INFO : Epoch 1579 | loss: 0.0311266 | val_loss: 0.0311434 | Time: 2071.95 ms [2022-02-28 14:42:38 main:574] : INFO : Epoch 1580 | loss: 0.0311245 | val_loss: 0.0311411 | Time: 2438.49 ms [2022-02-28 14:42:40 main:574] : INFO : Epoch 1581 | loss: 0.0311227 | val_loss: 0.0311442 | Time: 2012.52 ms [2022-02-28 14:42:43 main:574] : INFO : Epoch 1582 | loss: 0.03112 | val_loss: 0.0311443 | Time: 2575.66 ms [2022-02-28 14:42:45 main:574] : INFO : Epoch 1583 | loss: 0.031124 | val_loss: 0.0311482 | Time: 2185.26 ms [2022-02-28 14:42:48 main:574] : INFO : Epoch 1584 | loss: 0.0311246 | val_loss: 0.0311413 | Time: 2689.52 ms [2022-02-28 14:42:50 main:574] : INFO : Epoch 1585 | loss: 0.0311234 | val_loss: 0.0311443 | Time: 2303.4 ms [2022-02-28 14:42:53 main:574] : INFO : Epoch 1586 | loss: 0.0311225 | val_loss: 0.0311441 | Time: 2667.45 ms [2022-02-28 14:42:55 main:574] : INFO : Epoch 1587 | loss: 0.0311254 | val_loss: 0.0311463 | Time: 2184.23 ms [2022-02-28 14:42:57 main:574] : INFO : Epoch 1588 | loss: 0.0311253 | val_loss: 0.0311486 | Time: 2283.46 ms [2022-02-28 14:43:00 main:574] : INFO : Epoch 1589 | loss: 0.0311237 | val_loss: 0.0311429 | Time: 2378.03 ms [2022-02-28 14:43:02 main:574] : INFO : Epoch 1590 | loss: 0.0311225 | val_loss: 0.0311477 | Time: 2278.95 ms [2022-02-28 14:43:04 main:574] : INFO : Epoch 1591 | loss: 0.0311208 | val_loss: 0.0311408 | Time: 2472.73 ms [2022-02-28 14:43:07 main:574] : INFO : Epoch 1592 | loss: 0.0311215 | val_loss: 0.0311438 | Time: 2265.43 ms [2022-02-28 14:43:09 main:574] : INFO : Epoch 1593 | loss: 0.0311225 | val_loss: 0.0311404 | Time: 2479.29 ms [2022-02-28 14:43:11 main:574] : INFO : Epoch 1594 | loss: 0.0311208 | val_loss: 0.0311435 | Time: 2363.23 ms [2022-02-28 14:43:14 main:574] : INFO : Epoch 1595 | loss: 0.0311248 | val_loss: 0.0311419 | Time: 2661.03 ms [2022-02-28 14:43:16 main:574] : INFO : Epoch 1596 | loss: 0.0311207 | val_loss: 0.0311442 | Time: 2311.28 ms [2022-02-28 14:43:19 main:574] : INFO : Epoch 1597 | loss: 0.0311194 | val_loss: 0.0311428 | Time: 2754.85 ms [2022-02-28 14:43:21 main:574] : INFO : Epoch 1598 | loss: 0.0311187 | val_loss: 0.0311413 | Time: 2253.79 ms [2022-02-28 14:43:24 main:574] : INFO : Epoch 1599 | loss: 0.031118 | val_loss: 0.0311436 | Time: 2416.98 ms [2022-02-28 14:43:26 main:574] : INFO : Epoch 1600 | loss: 0.0311191 | val_loss: 0.0311458 | Time: 2201.7 ms [2022-02-28 14:43:29 main:574] : INFO : Epoch 1601 | loss: 0.0311219 | val_loss: 0.0311455 | Time: 2748.67 ms [2022-02-28 14:43:31 main:574] : INFO : Epoch 1602 | loss: 0.0311208 | val_loss: 0.0311443 | Time: 2463.24 ms [2022-02-28 14:43:34 main:574] : INFO : Epoch 1603 | loss: 0.0311222 | val_loss: 0.0311469 | Time: 2562.68 ms [2022-02-28 14:43:36 main:574] : INFO : Epoch 1604 | loss: 0.0311222 | val_loss: 0.0311468 | Time: 2201.98 ms [2022-02-28 14:43:39 main:574] : INFO : Epoch 1605 | loss: 0.0311259 | val_loss: 0.0311425 | Time: 2520.72 ms [2022-02-28 14:43:41 main:574] : INFO : Epoch 1606 | loss: 0.0311229 | val_loss: 0.0311483 | Time: 2401 ms [2022-02-28 14:43:44 main:574] : INFO : Epoch 1607 | loss: 0.0311197 | val_loss: 0.0311472 | Time: 2629.68 ms [2022-02-28 14:43:46 main:574] : INFO : Epoch 1608 | loss: 0.0311203 | val_loss: 0.0311433 | Time: 2160.81 ms [2022-02-28 14:43:48 main:574] : INFO : Epoch 1609 | loss: 0.0311221 | val_loss: 0.0311461 | Time: 2448.69 ms [2022-02-28 14:43:50 main:574] : INFO : Epoch 1610 | loss: 0.0311296 | val_loss: 0.0311498 | Time: 2082.48 ms [2022-02-28 14:43:53 main:574] : INFO : Epoch 1611 | loss: 0.03113 | val_loss: 0.0311473 | Time: 2884.26 ms [2022-02-28 14:43:55 main:574] : INFO : Epoch 1612 | loss: 0.0311278 | val_loss: 0.031143 | Time: 2214.44 ms [2022-02-28 14:43:58 main:574] : INFO : Epoch 1613 | loss: 0.0311206 | val_loss: 0.0311418 | Time: 2874.7 ms [2022-02-28 14:44:00 main:574] : INFO : Epoch 1614 | loss: 0.0311183 | val_loss: 0.03114 | Time: 2106.14 ms [2022-02-28 14:44:03 main:574] : INFO : Epoch 1615 | loss: 0.0311197 | val_loss: 0.0311485 | Time: 2485.77 ms [2022-02-28 14:44:05 main:574] : INFO : Epoch 1616 | loss: 0.0311237 | val_loss: 0.0311426 | Time: 2273.02 ms [2022-02-28 14:44:08 main:574] : INFO : Epoch 1617 | loss: 0.0311377 | val_loss: 0.0311507 | Time: 2580.24 ms [2022-02-28 14:44:10 main:574] : INFO : Epoch 1618 | loss: 0.0311353 | val_loss: 0.031144 | Time: 2361.58 ms [2022-02-28 14:44:13 main:574] : INFO : Epoch 1619 | loss: 0.031129 | val_loss: 0.0311418 | Time: 2579.91 ms [2022-02-28 14:44:15 main:574] : INFO : Epoch 1620 | loss: 0.0311271 | val_loss: 0.0311391 | Time: 2263 ms [2022-02-28 14:44:17 main:574] : INFO : Epoch 1621 | loss: 0.0311232 | val_loss: 0.0311402 | Time: 2399.57 ms [2022-02-28 14:44:20 main:574] : INFO : Epoch 1622 | loss: 0.0311223 | val_loss: 0.031141 | Time: 2417.21 ms [2022-02-28 14:44:22 main:574] : INFO : Epoch 1623 | loss: 0.0311204 | val_loss: 0.0311419 | Time: 2234.56 ms [2022-02-28 14:44:25 main:574] : INFO : Epoch 1624 | loss: 0.0311192 | val_loss: 0.0311415 | Time: 2519.89 ms [2022-02-28 14:44:27 main:574] : INFO : Epoch 1625 | loss: 0.0311252 | val_loss: 0.0311417 | Time: 2234.15 ms [2022-02-28 14:44:29 main:574] : INFO : Epoch 1626 | loss: 0.0311221 | val_loss: 0.0311411 | Time: 2472.96 ms [2022-02-28 14:44:31 main:574] : INFO : Epoch 1627 | loss: 0.0311233 | val_loss: 0.0311387 | Time: 2017.28 ms [2022-02-28 14:44:34 main:574] : INFO : Epoch 1628 | loss: 0.0311204 | val_loss: 0.0311434 | Time: 2591.5 ms [2022-02-28 14:44:36 main:574] : INFO : Epoch 1629 | loss: 0.0311198 | val_loss: 0.0311394 | Time: 2177.94 ms [2022-02-28 14:44:38 main:574] : INFO : Epoch 1630 | loss: 0.0311165 | val_loss: 0.0311399 | Time: 2296.38 ms [2022-02-28 14:44:41 main:574] : INFO : Epoch 1631 | loss: 0.0311153 | val_loss: 0.0311412 | Time: 2078.48 ms [2022-02-28 14:44:43 main:574] : INFO : Epoch 1632 | loss: 0.0311167 | val_loss: 0.031146 | Time: 2553.62 ms [2022-02-28 14:44:45 main:574] : INFO : Epoch 1633 | loss: 0.0311176 | val_loss: 0.0311418 | Time: 2269.7 ms [2022-02-28 14:44:48 main:574] : INFO : Epoch 1634 | loss: 0.0311164 | val_loss: 0.0311422 | Time: 2416.59 ms [2022-02-28 14:44:50 main:574] : INFO : Epoch 1635 | loss: 0.0311193 | val_loss: 0.0311403 | Time: 2284.23 ms [2022-02-28 14:44:52 main:574] : INFO : Epoch 1636 | loss: 0.0311198 | val_loss: 0.0311379 | Time: 2336.44 ms [2022-02-28 14:44:55 main:574] : INFO : Epoch 1637 | loss: 0.0311201 | val_loss: 0.0311412 | Time: 2365.77 ms [2022-02-28 14:44:57 main:574] : INFO : Epoch 1638 | loss: 0.0311196 | val_loss: 0.0311405 | Time: 2229.65 ms [2022-02-28 14:44:59 main:574] : INFO : Epoch 1639 | loss: 0.0311202 | val_loss: 0.0311395 | Time: 2359.32 ms [2022-02-28 14:45:01 main:574] : INFO : Epoch 1640 | loss: 0.0311165 | val_loss: 0.0311397 | Time: 2135.01 ms [2022-02-28 14:45:04 main:574] : INFO : Epoch 1641 | loss: 0.0311164 | val_loss: 0.0311414 | Time: 2537.95 ms [2022-02-28 14:45:06 main:574] : INFO : Epoch 1642 | loss: 0.0311155 | val_loss: 0.0311412 | Time: 2268.21 ms [2022-02-28 14:45:09 main:574] : INFO : Epoch 1643 | loss: 0.0311145 | val_loss: 0.0311416 | Time: 2617.95 ms [2022-02-28 14:45:11 main:574] : INFO : Epoch 1644 | loss: 0.031114 | val_loss: 0.0311441 | Time: 2016.44 ms [2022-02-28 14:45:13 main:574] : INFO : Epoch 1645 | loss: 0.0311137 | val_loss: 0.0311395 | Time: 2495.16 ms [2022-02-28 14:45:16 main:574] : INFO : Epoch 1646 | loss: 0.0311144 | val_loss: 0.0311416 | Time: 2179.32 ms [2022-02-28 14:45:18 main:574] : INFO : Epoch 1647 | loss: 0.0311152 | val_loss: 0.0311395 | Time: 2665.78 ms [2022-02-28 14:45:21 main:574] : INFO : Epoch 1648 | loss: 0.0311162 | val_loss: 0.0311444 | Time: 2221.02 ms [2022-02-28 14:45:23 main:574] : INFO : Epoch 1649 | loss: 0.0311163 | val_loss: 0.0311467 | Time: 2391.67 ms [2022-02-28 14:45:25 main:574] : INFO : Epoch 1650 | loss: 0.0311144 | val_loss: 0.0311409 | Time: 2327.33 ms [2022-02-28 14:45:28 main:574] : INFO : Epoch 1651 | loss: 0.0311144 | val_loss: 0.0311422 | Time: 2499.28 ms [2022-02-28 14:45:30 main:574] : INFO : Epoch 1652 | loss: 0.0311136 | val_loss: 0.0311419 | Time: 2348.24 ms [2022-02-28 14:45:32 main:574] : INFO : Epoch 1653 | loss: 0.0311171 | val_loss: 0.0311389 | Time: 2330.62 ms [2022-02-28 14:45:35 main:574] : INFO : Epoch 1654 | loss: 0.0311183 | val_loss: 0.0311443 | Time: 2603.01 ms [2022-02-28 14:45:37 main:574] : INFO : Epoch 1655 | loss: 0.0311184 | val_loss: 0.0311525 | Time: 2347.86 ms [2022-02-28 14:45:50 main:574] : INFO : Epoch 1656 | loss: 0.0311192 | val_loss: 0.0311557 | Time: 12797.2 ms [2022-02-28 14:45:52 main:574] : INFO : Epoch 1657 | loss: 0.0311252 | val_loss: 0.0311428 | Time: 2182.78 ms [2022-02-28 14:45:55 main:574] : INFO : Epoch 1658 | loss: 0.0311237 | val_loss: 0.0311433 | Time: 2466.13 ms [2022-02-28 14:45:57 main:574] : INFO : Epoch 1659 | loss: 0.0311186 | val_loss: 0.031144 | Time: 2241.67 ms [2022-02-28 14:46:10 main:574] : INFO : Epoch 1660 | loss: 0.0311152 | val_loss: 0.0311398 | Time: 12677.7 ms [2022-02-28 14:46:12 main:574] : INFO : Epoch 1661 | loss: 0.031114 | val_loss: 0.0311391 | Time: 2358.84 ms [2022-02-28 14:46:15 main:574] : INFO : Epoch 1662 | loss: 0.0311146 | val_loss: 0.031141 | Time: 2676.32 ms [2022-02-28 14:46:17 main:574] : INFO : Epoch 1663 | loss: 0.0311126 | val_loss: 0.0311438 | Time: 2347.5 ms [2022-02-28 14:46:20 main:574] : INFO : Epoch 1664 | loss: 0.0311144 | val_loss: 0.0311481 | Time: 2595.88 ms [2022-02-28 14:46:22 main:574] : INFO : Epoch 1665 | loss: 0.0311175 | val_loss: 0.0311436 | Time: 2074.51 ms [2022-02-28 14:46:24 main:574] : INFO : Epoch 1666 | loss: 0.0311184 | val_loss: 0.0311448 | Time: 2334.79 ms [2022-02-28 14:46:26 main:574] : INFO : Epoch 1667 | loss: 0.0311186 | val_loss: 0.0311466 | Time: 2066.81 ms [2022-02-28 14:46:29 main:574] : INFO : Epoch 1668 | loss: 0.0311157 | val_loss: 0.0311413 | Time: 2528.24 ms [2022-02-28 14:46:31 main:574] : INFO : Epoch 1669 | loss: 0.0311138 | val_loss: 0.0311381 | Time: 2229.26 ms [2022-02-28 14:46:33 main:574] : INFO : Epoch 1670 | loss: 0.0311131 | val_loss: 0.0311404 | Time: 2407.37 ms [2022-02-28 14:46:36 main:574] : INFO : Epoch 1671 | loss: 0.0311136 | val_loss: 0.0311412 | Time: 2327.48 ms [2022-02-28 14:46:38 main:574] : INFO : Epoch 1672 | loss: 0.0311135 | val_loss: 0.0311413 | Time: 2397.69 ms [2022-02-28 14:46:41 main:574] : INFO : Epoch 1673 | loss: 0.0311116 | val_loss: 0.0311449 | Time: 2348.29 ms [2022-02-28 14:46:43 main:574] : INFO : Epoch 1674 | loss: 0.0311135 | val_loss: 0.0311395 | Time: 2330.07 ms [2022-02-28 14:46:45 main:574] : INFO : Epoch 1675 | loss: 0.031111 | val_loss: 0.0311406 | Time: 2564.23 ms [2022-02-28 14:46:48 main:574] : INFO : Epoch 1676 | loss: 0.0311165 | val_loss: 0.0311391 | Time: 2379.88 ms [2022-02-28 14:46:51 main:574] : INFO : Epoch 1677 | loss: 0.031113 | val_loss: 0.0311387 | Time: 2678.15 ms [2022-02-28 14:46:53 main:574] : INFO : Epoch 1678 | loss: 0.031117 | val_loss: 0.0311431 | Time: 2413.33 ms [2022-02-28 14:46:55 main:574] : INFO : Epoch 1679 | loss: 0.0311175 | val_loss: 0.0311387 | Time: 2464.37 ms [2022-02-28 14:46:58 main:574] : INFO : Epoch 1680 | loss: 0.0311184 | val_loss: 0.0311431 | Time: 2257.63 ms [2022-02-28 14:47:00 main:574] : INFO : Epoch 1681 | loss: 0.0311164 | val_loss: 0.0311425 | Time: 2541.98 ms [2022-02-28 14:47:03 main:574] : INFO : Epoch 1682 | loss: 0.0311152 | val_loss: 0.031142 | Time: 2462.98 ms [2022-02-28 14:47:05 main:574] : INFO : Epoch 1683 | loss: 0.0311176 | val_loss: 0.0311399 | Time: 2390.99 ms [2022-02-28 14:47:07 main:574] : INFO : Epoch 1684 | loss: 0.0311156 | val_loss: 0.0311433 | Time: 2110.72 ms [2022-02-28 14:47:10 main:574] : INFO : Epoch 1685 | loss: 0.0311116 | val_loss: 0.0311401 | Time: 2559.72 ms [2022-02-28 14:47:12 main:574] : INFO : Epoch 1686 | loss: 0.0311159 | val_loss: 0.0311751 | Time: 2089.81 ms [2022-02-28 14:47:14 main:574] : INFO : Epoch 1687 | loss: 0.0311413 | val_loss: 0.0311487 | Time: 2533.23 ms [2022-02-28 14:47:17 main:574] : INFO : Epoch 1688 | loss: 0.0311255 | val_loss: 0.0311454 | Time: 2151.06 ms [2022-02-28 14:47:19 main:574] : INFO : Epoch 1689 | loss: 0.0311215 | val_loss: 0.0311436 | Time: 2515.21 ms [2022-02-28 14:47:21 main:574] : INFO : Epoch 1690 | loss: 0.0311184 | val_loss: 0.031142 | Time: 2103.39 ms [2022-02-28 14:47:24 main:574] : INFO : Epoch 1691 | loss: 0.0311166 | val_loss: 0.0311423 | Time: 2878.57 ms [2022-02-28 14:47:26 main:574] : INFO : Epoch 1692 | loss: 0.0311177 | val_loss: 0.0311438 | Time: 2062.89 ms [2022-02-28 14:47:29 main:574] : INFO : Epoch 1693 | loss: 0.0311189 | val_loss: 0.0311456 | Time: 2563.34 ms [2022-02-28 14:47:31 main:574] : INFO : Epoch 1694 | loss: 0.0311224 | val_loss: 0.0311533 | Time: 2192.23 ms [2022-02-28 14:47:33 main:574] : INFO : Epoch 1695 | loss: 0.0311352 | val_loss: 0.0311554 | Time: 2238.04 ms [2022-02-28 14:47:36 main:574] : INFO : Epoch 1696 | loss: 0.03113 | val_loss: 0.031144 | Time: 2414.8 ms [2022-02-28 14:47:38 main:574] : INFO : Epoch 1697 | loss: 0.0311242 | val_loss: 0.0311423 | Time: 2337.79 ms [2022-02-28 14:47:40 main:574] : INFO : Epoch 1698 | loss: 0.0311204 | val_loss: 0.0311417 | Time: 2519.9 ms [2022-02-28 14:47:43 main:574] : INFO : Epoch 1699 | loss: 0.0311214 | val_loss: 0.0311399 | Time: 2356.46 ms [2022-02-28 14:47:45 main:574] : INFO : Epoch 1700 | loss: 0.0311194 | val_loss: 0.0311398 | Time: 2558.78 ms [2022-02-28 14:47:48 main:574] : INFO : Epoch 1701 | loss: 0.0311184 | val_loss: 0.0311405 | Time: 2242.38 ms [2022-02-28 14:47:50 main:574] : INFO : Epoch 1702 | loss: 0.0311204 | val_loss: 0.031144 | Time: 2468.86 ms [2022-02-28 14:47:52 main:574] : INFO : Epoch 1703 | loss: 0.0311238 | val_loss: 0.0311421 | Time: 2121.71 ms [2022-02-28 14:47:55 main:574] : INFO : Epoch 1704 | loss: 0.0311191 | val_loss: 0.0311412 | Time: 2578.03 ms [2022-02-28 14:47:57 main:574] : INFO : Epoch 1705 | loss: 0.0311186 | val_loss: 0.0311468 | Time: 2255 ms [2022-02-28 14:48:00 main:574] : INFO : Epoch 1706 | loss: 0.0311185 | val_loss: 0.0311392 | Time: 2632.6 ms [2022-02-28 14:48:02 main:574] : INFO : Epoch 1707 | loss: 0.0311156 | val_loss: 0.0311428 | Time: 2151.48 ms [2022-02-28 14:48:04 main:574] : INFO : Epoch 1708 | loss: 0.0311136 | val_loss: 0.0311399 | Time: 2632.45 ms [2022-02-28 14:48:07 main:574] : INFO : Epoch 1709 | loss: 0.0311125 | val_loss: 0.0311392 | Time: 2181.47 ms [2022-02-28 14:48:09 main:574] : INFO : Epoch 1710 | loss: 0.0311125 | val_loss: 0.0311413 | Time: 2685.6 ms [2022-02-28 14:48:12 main:574] : INFO : Epoch 1711 | loss: 0.031112 | val_loss: 0.031141 | Time: 2249 ms [2022-02-28 14:48:14 main:574] : INFO : Epoch 1712 | loss: 0.0311167 | val_loss: 0.0311392 | Time: 2392.2 ms [2022-02-28 14:48:16 main:574] : INFO : Epoch 1713 | loss: 0.0311149 | val_loss: 0.0311389 | Time: 2095.4 ms [2022-02-28 14:48:18 main:574] : INFO : Epoch 1714 | loss: 0.0311126 | val_loss: 0.0311375 | Time: 2330.32 ms [2022-02-28 14:48:31 main:574] : INFO : Epoch 1715 | loss: 0.0311131 | val_loss: 0.031136 | Time: 12390.9 ms [2022-02-28 14:48:33 main:574] : INFO : Epoch 1716 | loss: 0.0311147 | val_loss: 0.0311436 | Time: 2157.3 ms [2022-02-28 14:48:35 main:574] : INFO : Epoch 1717 | loss: 0.0311145 | val_loss: 0.0311416 | Time: 2463.48 ms [2022-02-28 14:48:38 main:574] : INFO : Epoch 1718 | loss: 0.031115 | val_loss: 0.0311389 | Time: 2126.32 ms [2022-02-28 14:48:40 main:574] : INFO : Epoch 1719 | loss: 0.0311128 | val_loss: 0.0311371 | Time: 2527.35 ms [2022-02-28 14:48:42 main:574] : INFO : Epoch 1720 | loss: 0.0311126 | val_loss: 0.0311473 | Time: 1994.64 ms [2022-02-28 14:48:45 main:574] : INFO : Epoch 1721 | loss: 0.0311123 | val_loss: 0.0311429 | Time: 2437.67 ms [2022-02-28 14:48:47 main:574] : INFO : Epoch 1722 | loss: 0.031109 | val_loss: 0.0311426 | Time: 2015.58 ms [2022-02-28 14:48:49 main:574] : INFO : Epoch 1723 | loss: 0.0311123 | val_loss: 0.0311437 | Time: 2424.17 ms [2022-02-28 14:48:51 main:574] : INFO : Epoch 1724 | loss: 0.0311101 | val_loss: 0.0311411 | Time: 2222.51 ms [2022-02-28 14:48:54 main:574] : INFO : Epoch 1725 | loss: 0.0311102 | val_loss: 0.0311461 | Time: 2370.34 ms [2022-02-28 14:48:56 main:574] : INFO : Epoch 1726 | loss: 0.0311079 | val_loss: 0.0311454 | Time: 2326.3 ms [2022-02-28 14:48:58 main:574] : INFO : Epoch 1727 | loss: 0.0311077 | val_loss: 0.0311416 | Time: 2508.53 ms [2022-02-28 14:49:01 main:574] : INFO : Epoch 1728 | loss: 0.0311062 | val_loss: 0.0311417 | Time: 2384.72 ms [2022-02-28 14:49:03 main:574] : INFO : Epoch 1729 | loss: 0.0311075 | val_loss: 0.0311427 | Time: 2138.12 ms [2022-02-28 14:49:05 main:574] : INFO : Epoch 1730 | loss: 0.0311064 | val_loss: 0.0311438 | Time: 2409.68 ms [2022-02-28 14:49:07 main:574] : INFO : Epoch 1731 | loss: 0.0311055 | val_loss: 0.0311417 | Time: 2005.5 ms [2022-02-28 14:49:10 main:574] : INFO : Epoch 1732 | loss: 0.0311067 | val_loss: 0.0311441 | Time: 2774.46 ms [2022-02-28 14:49:12 main:574] : INFO : Epoch 1733 | loss: 0.031107 | val_loss: 0.0311443 | Time: 2020.59 ms [2022-02-28 14:49:15 main:574] : INFO : Epoch 1734 | loss: 0.0311069 | val_loss: 0.0311476 | Time: 2440.7 ms [2022-02-28 14:49:17 main:574] : INFO : Epoch 1735 | loss: 0.0311104 | val_loss: 0.0311436 | Time: 2010.36 ms [2022-02-28 14:49:19 main:574] : INFO : Epoch 1736 | loss: 0.0311081 | val_loss: 0.0311483 | Time: 2362.67 ms [2022-02-28 14:49:31 main:574] : INFO : Epoch 1737 | loss: 0.03111 | val_loss: 0.0311427 | Time: 12153.7 ms [2022-02-28 14:49:33 main:574] : INFO : Epoch 1738 | loss: 0.0311095 | val_loss: 0.0311421 | Time: 2189.23 ms [2022-02-28 14:49:36 main:574] : INFO : Epoch 1739 | loss: 0.0311155 | val_loss: 0.0311665 | Time: 2388.79 ms [2022-02-28 14:49:38 main:574] : INFO : Epoch 1740 | loss: 0.0311237 | val_loss: 0.0311519 | Time: 2034.65 ms [2022-02-28 14:49:40 main:574] : INFO : Epoch 1741 | loss: 0.0311138 | val_loss: 0.0311406 | Time: 2434.66 ms [2022-02-28 14:49:42 main:574] : INFO : Epoch 1742 | loss: 0.0311097 | val_loss: 0.031145 | Time: 1986.51 ms [2022-02-28 14:49:45 main:574] : INFO : Epoch 1743 | loss: 0.0311055 | val_loss: 0.0311427 | Time: 2441.88 ms [2022-02-28 14:49:47 main:574] : INFO : Epoch 1744 | loss: 0.0311078 | val_loss: 0.0311496 | Time: 2011.94 ms [2022-02-28 14:49:49 main:574] : INFO : Epoch 1745 | loss: 0.0311123 | val_loss: 0.0311424 | Time: 2547.4 ms [2022-02-28 14:49:51 main:574] : INFO : Epoch 1746 | loss: 0.0311088 | val_loss: 0.0311442 | Time: 2166.14 ms [2022-02-28 14:49:54 main:574] : INFO : Epoch 1747 | loss: 0.0311066 | val_loss: 0.0311438 | Time: 2377.8 ms [2022-02-28 14:49:56 main:574] : INFO : Epoch 1748 | loss: 0.0311049 | val_loss: 0.0311432 | Time: 2442.66 ms [2022-02-28 14:49:58 main:574] : INFO : Epoch 1749 | loss: 0.0311081 | val_loss: 0.0311425 | Time: 2164.61 ms [2022-02-28 14:50:01 main:574] : INFO : Epoch 1750 | loss: 0.0311065 | val_loss: 0.0311447 | Time: 2535.53 ms [2022-02-28 14:50:03 main:574] : INFO : Epoch 1751 | loss: 0.0311066 | val_loss: 0.0311453 | Time: 2283.92 ms [2022-02-28 14:50:06 main:574] : INFO : Epoch 1752 | loss: 0.0311051 | val_loss: 0.0311441 | Time: 2519.04 ms [2022-02-28 14:50:08 main:574] : INFO : Epoch 1753 | loss: 0.0311049 | val_loss: 0.0311413 | Time: 2118.06 ms [2022-02-28 14:50:10 main:574] : INFO : Epoch 1754 | loss: 0.0311032 | val_loss: 0.0311436 | Time: 2368.61 ms [2022-02-28 14:50:12 main:574] : INFO : Epoch 1755 | loss: 0.0311037 | val_loss: 0.0311457 | Time: 2109.39 ms [2022-02-28 14:50:15 main:574] : INFO : Epoch 1756 | loss: 0.0311055 | val_loss: 0.0311447 | Time: 2443.73 ms [2022-02-28 14:50:17 main:574] : INFO : Epoch 1757 | loss: 0.031105 | val_loss: 0.0311441 | Time: 1940.96 ms [2022-02-28 14:50:19 main:574] : INFO : Epoch 1758 | loss: 0.0311041 | val_loss: 0.0311441 | Time: 2409.59 ms [2022-02-28 14:50:21 main:574] : INFO : Epoch 1759 | loss: 0.0311041 | val_loss: 0.0311418 | Time: 2212.73 ms [2022-02-28 14:50:24 main:574] : INFO : Epoch 1760 | loss: 0.0311036 | val_loss: 0.0311454 | Time: 2530.33 ms [2022-02-28 14:50:26 main:574] : INFO : Epoch 1761 | loss: 0.0311035 | val_loss: 0.031149 | Time: 2322.33 ms [2022-02-28 14:50:29 main:574] : INFO : Epoch 1762 | loss: 0.0311074 | val_loss: 0.0311463 | Time: 2286.29 ms [2022-02-28 14:50:31 main:574] : INFO : Epoch 1763 | loss: 0.0311065 | val_loss: 0.0311531 | Time: 2362.16 ms [2022-02-28 14:50:33 main:574] : INFO : Epoch 1764 | loss: 0.0311079 | val_loss: 0.0311453 | Time: 2129.45 ms [2022-02-28 14:50:35 main:574] : INFO : Epoch 1765 | loss: 0.0311046 | val_loss: 0.0311435 | Time: 2383.2 ms [2022-02-28 14:50:38 main:574] : INFO : Epoch 1766 | loss: 0.0311031 | val_loss: 0.0311456 | Time: 2174.05 ms [2022-02-28 14:50:40 main:574] : INFO : Epoch 1767 | loss: 0.0311031 | val_loss: 0.0311442 | Time: 2422.03 ms [2022-02-28 14:50:42 main:574] : INFO : Epoch 1768 | loss: 0.0311035 | val_loss: 0.0311468 | Time: 1959.98 ms [2022-02-28 14:50:44 main:574] : INFO : Epoch 1769 | loss: 0.0311063 | val_loss: 0.0311458 | Time: 2390.97 ms [2022-02-28 14:50:47 main:574] : INFO : Epoch 1770 | loss: 0.0311041 | val_loss: 0.0311461 | Time: 2226.2 ms [2022-02-28 14:50:49 main:574] : INFO : Epoch 1771 | loss: 0.0311048 | val_loss: 0.0311471 | Time: 2306.17 ms [2022-02-28 14:50:51 main:574] : INFO : Epoch 1772 | loss: 0.0311111 | val_loss: 0.0311419 | Time: 2282.44 ms [2022-02-28 14:50:54 main:574] : INFO : Epoch 1773 | loss: 0.0311183 | val_loss: 0.0311449 | Time: 2437.63 ms [2022-02-28 14:50:56 main:574] : INFO : Epoch 1774 | loss: 0.0311172 | val_loss: 0.0311419 | Time: 2371.23 ms [2022-02-28 14:50:58 main:574] : INFO : Epoch 1775 | loss: 0.0311125 | val_loss: 0.0311453 | Time: 2033.66 ms [2022-02-28 14:51:00 main:574] : INFO : Epoch 1776 | loss: 0.0311119 | val_loss: 0.0311413 | Time: 2358.5 ms [2022-02-28 14:51:03 main:574] : INFO : Epoch 1777 | loss: 0.0311106 | val_loss: 0.0311431 | Time: 2145.55 ms [2022-02-28 14:51:05 main:574] : INFO : Epoch 1778 | loss: 0.0311054 | val_loss: 0.0311436 | Time: 2435.1 ms [2022-02-28 14:51:07 main:574] : INFO : Epoch 1779 | loss: 0.0311044 | val_loss: 0.0311426 | Time: 2128.79 ms [2022-02-28 14:51:10 main:574] : INFO : Epoch 1780 | loss: 0.0311056 | val_loss: 0.0311453 | Time: 2397.94 ms [2022-02-28 14:51:22 main:574] : INFO : Epoch 1781 | loss: 0.031109 | val_loss: 0.0311443 | Time: 12342.1 ms [2022-02-28 14:51:25 main:574] : INFO : Epoch 1782 | loss: 0.0311109 | val_loss: 0.0311448 | Time: 2717.19 ms [2022-02-28 14:51:27 main:574] : INFO : Epoch 1783 | loss: 0.0311087 | val_loss: 0.0311441 | Time: 2052.41 ms [2022-02-28 14:51:29 main:574] : INFO : Epoch 1784 | loss: 0.031106 | val_loss: 0.0311459 | Time: 2533.23 ms [2022-02-28 14:51:32 main:574] : INFO : Epoch 1785 | loss: 0.0311062 | val_loss: 0.0311456 | Time: 2447.38 ms [2022-02-28 14:51:34 main:574] : INFO : Epoch 1786 | loss: 0.0311038 | val_loss: 0.0311426 | Time: 2457.71 ms [2022-02-28 14:51:37 main:574] : INFO : Epoch 1787 | loss: 0.031102 | val_loss: 0.0311429 | Time: 2462.08 ms [2022-02-28 14:51:39 main:574] : INFO : Epoch 1788 | loss: 0.0311011 | val_loss: 0.0311432 | Time: 2430.1 ms [2022-02-28 14:51:41 main:574] : INFO : Epoch 1789 | loss: 0.0311031 | val_loss: 0.0311478 | Time: 2303.05 ms [2022-02-28 14:51:43 main:574] : INFO : Epoch 1790 | loss: 0.0311022 | val_loss: 0.0311484 | Time: 2129.33 ms [2022-02-28 14:51:46 main:574] : INFO : Epoch 1791 | loss: 0.0311018 | val_loss: 0.0311454 | Time: 2514.87 ms [2022-02-28 14:51:48 main:574] : INFO : Epoch 1792 | loss: 0.0311081 | val_loss: 0.0311486 | Time: 2091.41 ms [2022-02-28 14:51:50 main:574] : INFO : Epoch 1793 | loss: 0.0311096 | val_loss: 0.0311475 | Time: 2323.3 ms [2022-02-28 14:51:52 main:574] : INFO : Epoch 1794 | loss: 0.0311082 | val_loss: 0.0311495 | Time: 2017.03 ms [2022-02-28 14:51:55 main:574] : INFO : Epoch 1795 | loss: 0.0311045 | val_loss: 0.0311455 | Time: 2392.98 ms [2022-02-28 14:51:57 main:574] : INFO : Epoch 1796 | loss: 0.0311048 | val_loss: 0.0311529 | Time: 2036.59 ms [2022-02-28 14:51:59 main:574] : INFO : Epoch 1797 | loss: 0.0311021 | val_loss: 0.0311485 | Time: 2389.16 ms [2022-02-28 14:52:01 main:574] : INFO : Epoch 1798 | loss: 0.0311027 | val_loss: 0.0311468 | Time: 2171.49 ms [2022-02-28 14:52:03 main:574] : INFO : Epoch 1799 | loss: 0.0311023 | val_loss: 0.0311489 | Time: 2051.48 ms [2022-02-28 14:52:06 main:574] : INFO : Epoch 1800 | loss: 0.0311028 | val_loss: 0.0311465 | Time: 2476.76 ms [2022-02-28 14:52:08 main:574] : INFO : Epoch 1801 | loss: 0.0311039 | val_loss: 0.0311462 | Time: 2014.48 ms [2022-02-28 14:52:10 main:574] : INFO : Epoch 1802 | loss: 0.0311124 | val_loss: 0.031145 | Time: 2282.23 ms [2022-02-28 14:52:12 main:574] : INFO : Epoch 1803 | loss: 0.0311139 | val_loss: 0.0311482 | Time: 1952.15 ms [2022-02-28 14:52:15 main:574] : INFO : Epoch 1804 | loss: 0.0311063 | val_loss: 0.0311471 | Time: 2450.66 ms [2022-02-28 14:52:17 main:574] : INFO : Epoch 1805 | loss: 0.031103 | val_loss: 0.0311443 | Time: 2085.88 ms [2022-02-28 14:52:19 main:574] : INFO : Epoch 1806 | loss: 0.0311037 | val_loss: 0.0311482 | Time: 2081.02 ms [2022-02-28 14:52:21 main:574] : INFO : Epoch 1807 | loss: 0.0311067 | val_loss: 0.0311522 | Time: 2258.86 ms [2022-02-28 14:52:23 main:574] : INFO : Epoch 1808 | loss: 0.0311035 | val_loss: 0.0311447 | Time: 2281.9 ms [2022-02-28 14:52:26 main:574] : INFO : Epoch 1809 | loss: 0.0311039 | val_loss: 0.0311495 | Time: 2214.37 ms [2022-02-28 14:52:28 main:574] : INFO : Epoch 1810 | loss: 0.031104 | val_loss: 0.0311535 | Time: 2059.75 ms [2022-02-28 14:52:30 main:574] : INFO : Epoch 1811 | loss: 0.0311017 | val_loss: 0.0311473 | Time: 2186.44 ms [2022-02-28 14:52:32 main:574] : INFO : Epoch 1812 | loss: 0.0310998 | val_loss: 0.0311466 | Time: 2153.93 ms [2022-02-28 14:52:35 main:574] : INFO : Epoch 1813 | loss: 0.0311029 | val_loss: 0.0311513 | Time: 2530.6 ms [2022-02-28 14:52:37 main:574] : INFO : Epoch 1814 | loss: 0.0311043 | val_loss: 0.0311486 | Time: 2136.85 ms [2022-02-28 14:52:39 main:574] : INFO : Epoch 1815 | loss: 0.0311021 | val_loss: 0.0311431 | Time: 2514.59 ms [2022-02-28 14:52:41 main:574] : INFO : Epoch 1816 | loss: 0.0311063 | val_loss: 0.0311564 | Time: 2221.05 ms [2022-02-28 14:52:44 main:574] : INFO : Epoch 1817 | loss: 0.0311066 | val_loss: 0.0311546 | Time: 2116.8 ms [2022-02-28 14:52:46 main:574] : INFO : Epoch 1818 | loss: 0.0311145 | val_loss: 0.0311458 | Time: 2271.84 ms [2022-02-28 14:52:48 main:574] : INFO : Epoch 1819 | loss: 0.031114 | val_loss: 0.0311457 | Time: 1874.46 ms [2022-02-28 14:52:50 main:574] : INFO : Epoch 1820 | loss: 0.0311101 | val_loss: 0.0311484 | Time: 2225.02 ms [2022-02-28 14:52:52 main:574] : INFO : Epoch 1821 | loss: 0.0311119 | val_loss: 0.0311511 | Time: 2056.38 ms [2022-02-28 14:52:54 main:574] : INFO : Epoch 1822 | loss: 0.0311122 | val_loss: 0.0311439 | Time: 2439.12 ms [2022-02-28 14:52:57 main:574] : INFO : Epoch 1823 | loss: 0.031112 | val_loss: 0.0311441 | Time: 2115.85 ms [2022-02-28 14:52:59 main:574] : INFO : Epoch 1824 | loss: 0.0311118 | val_loss: 0.0311522 | Time: 2191.4 ms [2022-02-28 14:53:01 main:574] : INFO : Epoch 1825 | loss: 0.0311087 | val_loss: 0.0311441 | Time: 2248.85 ms [2022-02-28 14:53:03 main:574] : INFO : Epoch 1826 | loss: 0.0311063 | val_loss: 0.0311422 | Time: 1879.74 ms [2022-02-28 14:53:05 main:574] : INFO : Epoch 1827 | loss: 0.0311062 | val_loss: 0.0311452 | Time: 2323.58 ms [2022-02-28 14:53:07 main:574] : INFO : Epoch 1828 | loss: 0.0311101 | val_loss: 0.0311483 | Time: 2006.01 ms [2022-02-28 14:53:10 main:574] : INFO : Epoch 1829 | loss: 0.0311109 | val_loss: 0.0311477 | Time: 2272.76 ms [2022-02-28 14:53:12 main:574] : INFO : Epoch 1830 | loss: 0.0311126 | val_loss: 0.0311418 | Time: 2243.01 ms [2022-02-28 14:53:14 main:574] : INFO : Epoch 1831 | loss: 0.0311087 | val_loss: 0.0311469 | Time: 2328.5 ms [2022-02-28 14:53:17 main:574] : INFO : Epoch 1832 | loss: 0.0311076 | val_loss: 0.0311487 | Time: 2634.21 ms [2022-02-28 14:53:19 main:574] : INFO : Epoch 1833 | loss: 0.0311074 | val_loss: 0.0311441 | Time: 2418.99 ms [2022-02-28 14:53:22 main:574] : INFO : Epoch 1834 | loss: 0.0311048 | val_loss: 0.0311449 | Time: 2482.33 ms [2022-02-28 14:53:25 main:574] : INFO : Epoch 1835 | loss: 0.0311029 | val_loss: 0.0311466 | Time: 2908.12 ms [2022-02-28 14:53:27 main:574] : INFO : Epoch 1836 | loss: 0.0311039 | val_loss: 0.0311489 | Time: 2158.61 ms [2022-02-28 14:53:29 main:574] : INFO : Epoch 1837 | loss: 0.0311036 | val_loss: 0.0311491 | Time: 2153.46 ms [2022-02-28 14:53:31 main:574] : INFO : Epoch 1838 | loss: 0.0311036 | val_loss: 0.0311465 | Time: 2228.77 ms [2022-02-28 14:53:33 main:574] : INFO : Epoch 1839 | loss: 0.0311024 | val_loss: 0.0311507 | Time: 2059.8 ms [2022-02-28 14:53:36 main:574] : INFO : Epoch 1840 | loss: 0.0310991 | val_loss: 0.0311536 | Time: 2514.77 ms [2022-02-28 14:53:38 main:574] : INFO : Epoch 1841 | loss: 0.0311008 | val_loss: 0.031145 | Time: 2194.26 ms [2022-02-28 14:53:40 main:574] : INFO : Epoch 1842 | loss: 0.0310998 | val_loss: 0.0311434 | Time: 2371.13 ms [2022-02-28 14:53:42 main:574] : INFO : Epoch 1843 | loss: 0.0311 | val_loss: 0.0311474 | Time: 2022.34 ms [2022-02-28 14:53:45 main:574] : INFO : Epoch 1844 | loss: 0.0311016 | val_loss: 0.031146 | Time: 2280.09 ms [2022-02-28 14:53:47 main:574] : INFO : Epoch 1845 | loss: 0.0311021 | val_loss: 0.0311471 | Time: 2254.08 ms [2022-02-28 14:53:49 main:574] : INFO : Epoch 1846 | loss: 0.0311019 | val_loss: 0.031147 | Time: 2240.87 ms [2022-02-28 14:53:51 main:574] : INFO : Epoch 1847 | loss: 0.0311004 | val_loss: 0.0311453 | Time: 2359.87 ms [2022-02-28 14:53:54 main:574] : INFO : Epoch 1848 | loss: 0.0311213 | val_loss: 0.0311521 | Time: 2218.78 ms [2022-02-28 14:53:56 main:574] : INFO : Epoch 1849 | loss: 0.0311152 | val_loss: 0.0311423 | Time: 2427.85 ms [2022-02-28 14:53:58 main:574] : INFO : Epoch 1850 | loss: 0.0311125 | val_loss: 0.0311493 | Time: 1973.69 ms [2022-02-28 14:54:01 main:574] : INFO : Epoch 1851 | loss: 0.0311068 | val_loss: 0.0311426 | Time: 2457.71 ms [2022-02-28 14:54:03 main:574] : INFO : Epoch 1852 | loss: 0.0311045 | val_loss: 0.031144 | Time: 2008.52 ms [2022-02-28 14:54:05 main:574] : INFO : Epoch 1853 | loss: 0.0311046 | val_loss: 0.0311431 | Time: 2384.83 ms [2022-02-28 14:54:07 main:574] : INFO : Epoch 1854 | loss: 0.0311025 | val_loss: 0.0311452 | Time: 2126.62 ms [2022-02-28 14:54:10 main:574] : INFO : Epoch 1855 | loss: 0.0311017 | val_loss: 0.0311479 | Time: 2569.39 ms [2022-02-28 14:54:12 main:574] : INFO : Epoch 1856 | loss: 0.0311045 | val_loss: 0.0311536 | Time: 2242.1 ms [2022-02-28 14:54:14 main:574] : INFO : Epoch 1857 | loss: 0.0311038 | val_loss: 0.0311493 | Time: 2070.1 ms [2022-02-28 14:54:16 main:574] : INFO : Epoch 1858 | loss: 0.0311033 | val_loss: 0.0311476 | Time: 2328.48 ms [2022-02-28 14:54:18 main:574] : INFO : Epoch 1859 | loss: 0.0311044 | val_loss: 0.0311519 | Time: 2055.42 ms [2022-02-28 14:54:21 main:574] : INFO : Epoch 1860 | loss: 0.0311024 | val_loss: 0.0311503 | Time: 2338.07 ms [2022-02-28 14:54:23 main:574] : INFO : Epoch 1861 | loss: 0.0311153 | val_loss: 0.0311445 | Time: 2177.74 ms [2022-02-28 14:54:25 main:574] : INFO : Epoch 1862 | loss: 0.031115 | val_loss: 0.0311447 | Time: 2186.78 ms [2022-02-28 14:54:27 main:574] : INFO : Epoch 1863 | loss: 0.0311615 | val_loss: 0.0314852 | Time: 2079.42 ms [2022-02-28 14:54:29 main:574] : INFO : Epoch 1864 | loss: 0.0314444 | val_loss: 0.0312186 | Time: 2231.21 ms [2022-02-28 14:54:32 main:574] : INFO : Epoch 1865 | loss: 0.0311893 | val_loss: 0.0311582 | Time: 2267.26 ms [2022-02-28 14:54:34 main:574] : INFO : Epoch 1866 | loss: 0.0311186 | val_loss: 0.0311455 | Time: 2077.18 ms [2022-02-28 14:54:36 main:574] : INFO : Epoch 1867 | loss: 0.0311085 | val_loss: 0.0311465 | Time: 2212.03 ms [2022-02-28 14:54:38 main:574] : INFO : Epoch 1868 | loss: 0.0311076 | val_loss: 0.0311429 | Time: 2139.88 ms [2022-02-28 14:54:40 main:574] : INFO : Epoch 1869 | loss: 0.0311057 | val_loss: 0.0311441 | Time: 2280.1 ms [2022-02-28 14:54:42 main:574] : INFO : Epoch 1870 | loss: 0.0311031 | val_loss: 0.0311455 | Time: 1969.07 ms [2022-02-28 14:54:45 main:574] : INFO : Epoch 1871 | loss: 0.0311031 | val_loss: 0.031146 | Time: 2327.53 ms [2022-02-28 14:54:47 main:574] : INFO : Epoch 1872 | loss: 0.0311064 | val_loss: 0.0311473 | Time: 2277.46 ms [2022-02-28 14:54:49 main:574] : INFO : Epoch 1873 | loss: 0.0311032 | val_loss: 0.0311491 | Time: 2322.11 ms [2022-02-28 14:54:52 main:574] : INFO : Epoch 1874 | loss: 0.0311058 | val_loss: 0.0311465 | Time: 2339.43 ms [2022-02-28 14:54:54 main:574] : INFO : Epoch 1875 | loss: 0.0311022 | val_loss: 0.0311451 | Time: 1947.23 ms [2022-02-28 14:54:56 main:574] : INFO : Epoch 1876 | loss: 0.0311021 | val_loss: 0.0311506 | Time: 2238.76 ms [2022-02-28 14:54:58 main:574] : INFO : Epoch 1877 | loss: 0.0311022 | val_loss: 0.0311434 | Time: 2088.4 ms [2022-02-28 14:55:00 main:574] : INFO : Epoch 1878 | loss: 0.0310997 | val_loss: 0.0311455 | Time: 2323.95 ms [2022-02-28 14:55:03 main:574] : INFO : Epoch 1879 | loss: 0.0311003 | val_loss: 0.0311456 | Time: 2244.7 ms [2022-02-28 14:55:05 main:574] : INFO : Epoch 1880 | loss: 0.0310988 | val_loss: 0.0311452 | Time: 2324.22 ms [2022-02-28 14:55:07 main:574] : INFO : Epoch 1881 | loss: 0.0310982 | val_loss: 0.03115 | Time: 2280.28 ms [2022-02-28 14:55:10 main:574] : INFO : Epoch 1882 | loss: 0.0310982 | val_loss: 0.0311495 | Time: 2442.8 ms [2022-02-28 14:55:12 main:574] : INFO : Epoch 1883 | loss: 0.0310995 | val_loss: 0.03115 | Time: 2280.01 ms [2022-02-28 14:55:14 main:574] : INFO : Epoch 1884 | loss: 0.031099 | val_loss: 0.0311484 | Time: 2391.34 ms [2022-02-28 14:55:17 main:574] : INFO : Epoch 1885 | loss: 0.0310976 | val_loss: 0.031145 | Time: 3015.45 ms [2022-02-28 14:55:20 main:574] : INFO : Epoch 1886 | loss: 0.0310964 | val_loss: 0.0311496 | Time: 3042.28 ms [2022-02-28 14:55:23 main:574] : INFO : Epoch 1887 | loss: 0.0311 | val_loss: 0.0311501 | Time: 2513.6 ms [2022-02-28 14:55:25 main:574] : INFO : Epoch 1888 | loss: 0.0310999 | val_loss: 0.0311425 | Time: 2462.41 ms [2022-02-28 14:55:27 main:574] : INFO : Epoch 1889 | loss: 0.0310974 | val_loss: 0.0311467 | Time: 2118.97 ms [2022-02-28 14:55:30 main:574] : INFO : Epoch 1890 | loss: 0.0310982 | val_loss: 0.0311474 | Time: 2382.88 ms [2022-02-28 14:55:32 main:574] : INFO : Epoch 1891 | loss: 0.0311005 | val_loss: 0.0311466 | Time: 2189.1 ms [2022-02-28 14:55:34 main:574] : INFO : Epoch 1892 | loss: 0.0311 | val_loss: 0.031149 | Time: 2172.95 ms [2022-02-28 14:55:37 main:574] : INFO : Epoch 1893 | loss: 0.0311021 | val_loss: 0.0311473 | Time: 2520.23 ms [2022-02-28 14:55:39 main:574] : INFO : Epoch 1894 | loss: 0.0311027 | val_loss: 0.0311505 | Time: 2170.71 ms [2022-02-28 14:55:42 main:574] : INFO : Epoch 1895 | loss: 0.0311047 | val_loss: 0.0311488 | Time: 3126.8 ms [2022-02-28 14:55:54 main:574] : INFO : Epoch 1896 | loss: 0.0311047 | val_loss: 0.0311505 | Time: 12333 ms [2022-02-28 14:55:57 main:574] : INFO : Epoch 1897 | loss: 0.0311005 | val_loss: 0.0311492 | Time: 2322.05 ms [2022-02-28 14:55:59 main:574] : INFO : Epoch 1898 | loss: 0.0310995 | val_loss: 0.0311527 | Time: 2090.02 ms [2022-02-28 14:56:01 main:574] : INFO : Epoch 1899 | loss: 0.0310993 | val_loss: 0.0311469 | Time: 2281.99 ms [2022-02-28 14:56:03 main:574] : INFO : Epoch 1900 | loss: 0.0311018 | val_loss: 0.0311566 | Time: 2050.07 ms [2022-02-28 14:56:06 main:574] : INFO : Epoch 1901 | loss: 0.0311022 | val_loss: 0.0311467 | Time: 2422.45 ms [2022-02-28 14:56:08 main:574] : INFO : Epoch 1902 | loss: 0.031101 | val_loss: 0.0311471 | Time: 2061.76 ms [2022-02-28 14:56:10 main:574] : INFO : Epoch 1903 | loss: 0.0311043 | val_loss: 0.0311524 | Time: 2489.29 ms [2022-02-28 14:56:12 main:574] : INFO : Epoch 1904 | loss: 0.0311058 | val_loss: 0.0311452 | Time: 2299.62 ms [2022-02-28 14:56:15 main:574] : INFO : Epoch 1905 | loss: 0.031101 | val_loss: 0.0311505 | Time: 2192.66 ms [2022-02-28 14:56:17 main:574] : INFO : Epoch 1906 | loss: 0.0311113 | val_loss: 0.0311498 | Time: 2399.87 ms [2022-02-28 14:56:19 main:574] : INFO : Epoch 1907 | loss: 0.0311069 | val_loss: 0.0311429 | Time: 2293.8 ms [2022-02-28 14:56:22 main:574] : INFO : Epoch 1908 | loss: 0.0311041 | val_loss: 0.0311458 | Time: 2343.01 ms [2022-02-28 14:56:24 main:574] : INFO : Epoch 1909 | loss: 0.0311004 | val_loss: 0.0311454 | Time: 2136.39 ms [2022-02-28 14:56:26 main:574] : INFO : Epoch 1910 | loss: 0.0311042 | val_loss: 0.0311475 | Time: 2573.47 ms [2022-02-28 14:56:28 main:574] : INFO : Epoch 1911 | loss: 0.0311102 | val_loss: 0.0311476 | Time: 2050.54 ms [2022-02-28 14:56:31 main:574] : INFO : Epoch 1912 | loss: 0.0311038 | val_loss: 0.0311531 | Time: 2345.13 ms [2022-02-28 14:56:33 main:574] : INFO : Epoch 1913 | loss: 0.0311053 | val_loss: 0.0311511 | Time: 2055.66 ms [2022-02-28 14:56:35 main:574] : INFO : Epoch 1914 | loss: 0.0311042 | val_loss: 0.0311442 | Time: 2316.08 ms [2022-02-28 14:56:37 main:574] : INFO : Epoch 1915 | loss: 0.0311025 | val_loss: 0.0311433 | Time: 2165.07 ms [2022-02-28 14:56:40 main:574] : INFO : Epoch 1916 | loss: 0.0311026 | val_loss: 0.0311447 | Time: 2197.31 ms [2022-02-28 14:56:42 main:574] : INFO : Epoch 1917 | loss: 0.0311001 | val_loss: 0.0311459 | Time: 2570.09 ms [2022-02-28 14:56:45 main:574] : INFO : Epoch 1918 | loss: 0.0311055 | val_loss: 0.0311655 | Time: 2449.97 ms [2022-02-28 14:56:47 main:574] : INFO : Epoch 1919 | loss: 0.0311552 | val_loss: 0.0311668 | Time: 2597.9 ms [2022-02-28 14:56:50 main:574] : INFO : Epoch 1920 | loss: 0.0311549 | val_loss: 0.0311593 | Time: 2926.02 ms [2022-02-28 14:56:53 main:574] : INFO : Epoch 1921 | loss: 0.0311451 | val_loss: 0.031159 | Time: 2749.99 ms [2022-02-28 14:56:55 main:574] : INFO : Epoch 1922 | loss: 0.0311407 | val_loss: 0.0311538 | Time: 2580.44 ms [2022-02-28 14:56:58 main:574] : INFO : Epoch 1923 | loss: 0.0311395 | val_loss: 0.0311518 | Time: 2272.41 ms [2022-02-28 14:57:00 main:574] : INFO : Epoch 1924 | loss: 0.031132 | val_loss: 0.0311451 | Time: 2317.23 ms [2022-02-28 14:57:02 main:574] : INFO : Epoch 1925 | loss: 0.0311271 | val_loss: 0.0311437 | Time: 2338.12 ms [2022-02-28 14:57:05 main:574] : INFO : Epoch 1926 | loss: 0.0311248 | val_loss: 0.0311447 | Time: 2311.02 ms [2022-02-28 14:57:07 main:574] : INFO : Epoch 1927 | loss: 0.0311231 | val_loss: 0.0311446 | Time: 2493.98 ms [2022-02-28 14:57:09 main:574] : INFO : Epoch 1928 | loss: 0.0311195 | val_loss: 0.0311439 | Time: 2084.05 ms [2022-02-28 14:57:12 main:574] : INFO : Epoch 1929 | loss: 0.0311246 | val_loss: 0.031152 | Time: 2479.84 ms [2022-02-28 14:57:14 main:574] : INFO : Epoch 1930 | loss: 0.0311293 | val_loss: 0.0311463 | Time: 2072.96 ms [2022-02-28 14:57:16 main:574] : INFO : Epoch 1931 | loss: 0.0311275 | val_loss: 0.0311491 | Time: 2549.35 ms [2022-02-28 14:57:18 main:574] : INFO : Epoch 1932 | loss: 0.031126 | val_loss: 0.0311516 | Time: 2062.77 ms [2022-02-28 14:57:21 main:574] : INFO : Epoch 1933 | loss: 0.0311277 | val_loss: 0.0311472 | Time: 2490.29 ms [2022-02-28 14:57:23 main:574] : INFO : Epoch 1934 | loss: 0.0311204 | val_loss: 0.0311459 | Time: 2068.17 ms [2022-02-28 14:57:26 main:574] : INFO : Epoch 1935 | loss: 0.0311216 | val_loss: 0.031152 | Time: 2552.17 ms [2022-02-28 14:57:28 main:574] : INFO : Epoch 1936 | loss: 0.0311185 | val_loss: 0.031151 | Time: 2157.98 ms [2022-02-28 14:57:30 main:574] : INFO : Epoch 1937 | loss: 0.0311161 | val_loss: 0.031147 | Time: 2348.33 ms [2022-02-28 14:57:32 main:574] : INFO : Epoch 1938 | loss: 0.0311169 | val_loss: 0.03115 | Time: 2334.57 ms [2022-02-28 14:57:35 main:574] : INFO : Epoch 1939 | loss: 0.031116 | val_loss: 0.0311472 | Time: 2075.74 ms [2022-02-28 14:57:37 main:574] : INFO : Epoch 1940 | loss: 0.0311172 | val_loss: 0.0311486 | Time: 2593.13 ms [2022-02-28 14:57:39 main:574] : INFO : Epoch 1941 | loss: 0.0311161 | val_loss: 0.0311465 | Time: 2002.17 ms [2022-02-28 14:57:42 main:574] : INFO : Epoch 1942 | loss: 0.0311137 | val_loss: 0.0311499 | Time: 2557.95 ms [2022-02-28 14:57:44 main:574] : INFO : Epoch 1943 | loss: 0.0311139 | val_loss: 0.0311485 | Time: 2096.67 ms [2022-02-28 14:57:46 main:574] : INFO : Epoch 1944 | loss: 0.0311117 | val_loss: 0.0311513 | Time: 2426.76 ms [2022-02-28 14:57:48 main:574] : INFO : Epoch 1945 | loss: 0.0311129 | val_loss: 0.0311525 | Time: 1955.01 ms [2022-02-28 14:57:51 main:574] : INFO : Epoch 1946 | loss: 0.0311147 | val_loss: 0.031149 | Time: 2416.36 ms [2022-02-28 14:57:53 main:574] : INFO : Epoch 1947 | loss: 0.0311156 | val_loss: 0.0311506 | Time: 2086.57 ms [2022-02-28 14:57:55 main:574] : INFO : Epoch 1948 | loss: 0.031116 | val_loss: 0.0311506 | Time: 2474.22 ms [2022-02-28 14:57:58 main:574] : INFO : Epoch 1949 | loss: 0.0311142 | val_loss: 0.0311537 | Time: 2335.33 ms [2022-02-28 14:58:00 main:574] : INFO : Epoch 1950 | loss: 0.0311147 | val_loss: 0.0311529 | Time: 2107.99 ms [2022-02-28 14:58:02 main:574] : INFO : Epoch 1951 | loss: 0.0311131 | val_loss: 0.0311502 | Time: 2375.45 ms [2022-02-28 14:58:04 main:574] : INFO : Epoch 1952 | loss: 0.0311157 | val_loss: 0.0311506 | Time: 2249.69 ms [2022-02-28 14:58:07 main:574] : INFO : Epoch 1953 | loss: 0.0311199 | val_loss: 0.0311445 | Time: 2452.91 ms [2022-02-28 14:58:09 main:574] : INFO : Epoch 1954 | loss: 0.0311189 | val_loss: 0.0311454 | Time: 2078.83 ms [2022-02-28 14:58:11 main:574] : INFO : Epoch 1955 | loss: 0.0311143 | val_loss: 0.0311453 | Time: 2519.91 ms [2022-02-28 14:58:13 main:574] : INFO : Epoch 1956 | loss: 0.0311122 | val_loss: 0.0311502 | Time: 2069.03 ms [2022-02-28 14:58:16 main:574] : INFO : Epoch 1957 | loss: 0.0311112 | val_loss: 0.0311477 | Time: 2380.38 ms [2022-02-28 14:58:18 main:574] : INFO : Epoch 1958 | loss: 0.031112 | val_loss: 0.0311525 | Time: 2153.56 ms [2022-02-28 14:58:20 main:574] : INFO : Epoch 1959 | loss: 0.0311101 | val_loss: 0.0311509 | Time: 2312.28 ms [2022-02-28 14:58:23 main:574] : INFO : Epoch 1960 | loss: 0.0311075 | val_loss: 0.0311498 | Time: 2307.12 ms [2022-02-28 14:58:25 main:574] : INFO : Epoch 1961 | loss: 0.0311075 | val_loss: 0.0311533 | Time: 2108.79 ms [2022-02-28 14:58:27 main:574] : INFO : Epoch 1962 | loss: 0.0311088 | val_loss: 0.0311557 | Time: 2443.15 ms [2022-02-28 14:58:29 main:574] : INFO : Epoch 1963 | loss: 0.0311084 | val_loss: 0.0311498 | Time: 2118.22 ms [2022-02-28 14:58:32 main:574] : INFO : Epoch 1964 | loss: 0.0311105 | val_loss: 0.0311465 | Time: 2483.23 ms [2022-02-28 14:58:34 main:574] : INFO : Epoch 1965 | loss: 0.0311097 | val_loss: 0.0311497 | Time: 2077.12 ms [2022-02-28 14:58:36 main:574] : INFO : Epoch 1966 | loss: 0.0311121 | val_loss: 0.0311496 | Time: 2422.33 ms [2022-02-28 14:58:38 main:574] : INFO : Epoch 1967 | loss: 0.0311099 | val_loss: 0.0311507 | Time: 2021.46 ms [2022-02-28 14:58:41 main:574] : INFO : Epoch 1968 | loss: 0.0311238 | val_loss: 0.0311597 | Time: 2580.17 ms [2022-02-28 14:58:43 main:574] : INFO : Epoch 1969 | loss: 0.0311184 | val_loss: 0.0311437 | Time: 2193.08 ms [2022-02-28 14:58:46 main:574] : INFO : Epoch 1970 | loss: 0.0311098 | val_loss: 0.0311406 | Time: 3012.59 ms [2022-02-28 14:58:48 main:574] : INFO : Epoch 1971 | loss: 0.0311087 | val_loss: 0.031146 | Time: 2421.09 ms [2022-02-28 14:58:51 main:574] : INFO : Epoch 1972 | loss: 0.0311176 | val_loss: 0.0311509 | Time: 2882.03 ms [2022-02-28 14:58:54 main:574] : INFO : Epoch 1973 | loss: 0.0311145 | val_loss: 0.0311444 | Time: 2229.48 ms [2022-02-28 14:58:56 main:574] : INFO : Epoch 1974 | loss: 0.0311093 | val_loss: 0.0311447 | Time: 2611.2 ms [2022-02-28 14:58:58 main:574] : INFO : Epoch 1975 | loss: 0.0311054 | val_loss: 0.0311442 | Time: 2096.93 ms [2022-02-28 14:59:01 main:574] : INFO : Epoch 1976 | loss: 0.0311095 | val_loss: 0.0311504 | Time: 2558.39 ms [2022-02-28 14:59:03 main:574] : INFO : Epoch 1977 | loss: 0.0311097 | val_loss: 0.031149 | Time: 2137.17 ms [2022-02-28 14:59:05 main:574] : INFO : Epoch 1978 | loss: 0.0311122 | val_loss: 0.0311472 | Time: 2337.54 ms [2022-02-28 14:59:08 main:574] : INFO : Epoch 1979 | loss: 0.0311089 | val_loss: 0.0311424 | Time: 2366.52 ms [2022-02-28 14:59:10 main:574] : INFO : Epoch 1980 | loss: 0.0311061 | val_loss: 0.0311442 | Time: 2185.99 ms [2022-02-28 14:59:12 main:574] : INFO : Epoch 1981 | loss: 0.0311048 | val_loss: 0.0311492 | Time: 2461.97 ms [2022-02-28 14:59:14 main:574] : INFO : Epoch 1982 | loss: 0.0311047 | val_loss: 0.0311463 | Time: 2035.74 ms [2022-02-28 14:59:17 main:574] : INFO : Epoch 1983 | loss: 0.0311007 | val_loss: 0.0311468 | Time: 2379.89 ms [2022-02-28 14:59:19 main:574] : INFO : Epoch 1984 | loss: 0.0311004 | val_loss: 0.0311483 | Time: 2159.46 ms [2022-02-28 14:59:22 main:574] : INFO : Epoch 1985 | loss: 0.0311014 | val_loss: 0.031148 | Time: 2557.11 ms [2022-02-28 14:59:24 main:574] : INFO : Epoch 1986 | loss: 0.0311067 | val_loss: 0.0311413 | Time: 2104.21 ms [2022-02-28 14:59:26 main:574] : INFO : Epoch 1987 | loss: 0.0311035 | val_loss: 0.0311469 | Time: 2558.5 ms [2022-02-28 14:59:28 main:574] : INFO : Epoch 1988 | loss: 0.0311016 | val_loss: 0.031149 | Time: 2165.38 ms [2022-02-28 14:59:31 main:574] : INFO : Epoch 1989 | loss: 0.0311007 | val_loss: 0.0311436 | Time: 2517.1 ms [2022-02-28 14:59:33 main:574] : INFO : Epoch 1990 | loss: 0.0310984 | val_loss: 0.0311473 | Time: 2161.18 ms [2022-02-28 14:59:35 main:574] : INFO : Epoch 1991 | loss: 0.0311001 | val_loss: 0.0311453 | Time: 2259.61 ms [2022-02-28 14:59:38 main:574] : INFO : Epoch 1992 | loss: 0.0311063 | val_loss: 0.0311487 | Time: 2312.42 ms [2022-02-28 14:59:40 main:574] : INFO : Epoch 1993 | loss: 0.0311063 | val_loss: 0.0311441 | Time: 2139.81 ms [2022-02-28 14:59:42 main:574] : INFO : Epoch 1994 | loss: 0.0311036 | val_loss: 0.0311481 | Time: 2336.42 ms [2022-02-28 14:59:44 main:574] : INFO : Epoch 1995 | loss: 0.0311005 | val_loss: 0.0311494 | Time: 2153.21 ms [2022-02-28 14:59:47 main:574] : INFO : Epoch 1996 | loss: 0.0310986 | val_loss: 0.0311493 | Time: 2501.49 ms [2022-02-28 14:59:49 main:574] : INFO : Epoch 1997 | loss: 0.0311001 | val_loss: 0.0311422 | Time: 2358.22 ms [2022-02-28 14:59:52 main:574] : INFO : Epoch 1998 | loss: 0.031102 | val_loss: 0.0311486 | Time: 2552.97 ms [2022-02-28 14:59:54 main:574] : INFO : Epoch 1999 | loss: 0.031102 | val_loss: 0.0311423 | Time: 1956.53 ms [2022-02-28 14:59:56 main:574] : INFO : Epoch 2000 | loss: 0.0311008 | val_loss: 0.0311508 | Time: 2526.27 ms [2022-02-28 14:59:58 main:574] : INFO : Epoch 2001 | loss: 0.0311025 | val_loss: 0.0311455 | Time: 2035.56 ms [2022-02-28 15:00:01 main:574] : INFO : Epoch 2002 | loss: 0.0311086 | val_loss: 0.0311834 | Time: 2412.89 ms [2022-02-28 15:00:03 main:574] : INFO : Epoch 2003 | loss: 0.0311616 | val_loss: 0.0311824 | Time: 2426.37 ms [2022-02-28 15:00:05 main:574] : INFO : Epoch 2004 | loss: 0.0311737 | val_loss: 0.0311866 | Time: 2370.06 ms [2022-02-28 15:00:08 main:574] : INFO : Epoch 2005 | loss: 0.0311744 | val_loss: 0.0311753 | Time: 2414.63 ms [2022-02-28 15:00:10 main:574] : INFO : Epoch 2006 | loss: 0.0311627 | val_loss: 0.0311718 | Time: 2140.5 ms [2022-02-28 15:00:12 main:574] : INFO : Epoch 2007 | loss: 0.0311547 | val_loss: 0.0311707 | Time: 2302.61 ms [2022-02-28 15:00:14 main:574] : INFO : Epoch 2008 | loss: 0.0311486 | val_loss: 0.031169 | Time: 2111.08 ms [2022-02-28 15:00:17 main:574] : INFO : Epoch 2009 | loss: 0.0311453 | val_loss: 0.0311624 | Time: 2768.4 ms [2022-02-28 15:00:19 main:574] : INFO : Epoch 2010 | loss: 0.0311423 | val_loss: 0.0311575 | Time: 2247.43 ms [2022-02-28 15:00:22 main:574] : INFO : Epoch 2011 | loss: 0.0311365 | val_loss: 0.031157 | Time: 2901.36 ms [2022-02-28 15:00:25 main:574] : INFO : Epoch 2012 | loss: 0.0311334 | val_loss: 0.0311559 | Time: 2154.24 ms [2022-02-28 15:00:27 main:574] : INFO : Epoch 2013 | loss: 0.0311299 | val_loss: 0.0311563 | Time: 2440.89 ms [2022-02-28 15:00:29 main:574] : INFO : Epoch 2014 | loss: 0.0311278 | val_loss: 0.0311528 | Time: 1988.94 ms [2022-02-28 15:00:31 main:574] : INFO : Epoch 2015 | loss: 0.0311279 | val_loss: 0.0311556 | Time: 2321.87 ms [2022-02-28 15:00:33 main:574] : INFO : Epoch 2016 | loss: 0.0311278 | val_loss: 0.0311514 | Time: 2083.72 ms [2022-02-28 15:00:36 main:574] : INFO : Epoch 2017 | loss: 0.0311259 | val_loss: 0.031151 | Time: 2423.06 ms [2022-02-28 15:00:38 main:574] : INFO : Epoch 2018 | loss: 0.0311271 | val_loss: 0.0311544 | Time: 2252.08 ms [2022-02-28 15:00:40 main:574] : INFO : Epoch 2019 | loss: 0.0311244 | val_loss: 0.0311555 | Time: 2094.13 ms [2022-02-28 15:00:43 main:574] : INFO : Epoch 2020 | loss: 0.0311254 | val_loss: 0.0311557 | Time: 2570.49 ms [2022-02-28 15:00:45 main:574] : INFO : Epoch 2021 | loss: 0.0311375 | val_loss: 0.0311551 | Time: 2012.52 ms [2022-02-28 15:00:47 main:574] : INFO : Epoch 2022 | loss: 0.0311339 | val_loss: 0.0311498 | Time: 2369.65 ms [2022-02-28 15:00:49 main:574] : INFO : Epoch 2023 | loss: 0.0311271 | val_loss: 0.0311547 | Time: 2028.23 ms [2022-02-28 15:00:52 main:574] : INFO : Epoch 2024 | loss: 0.0311256 | val_loss: 0.0311512 | Time: 2452.71 ms [2022-02-28 15:00:54 main:574] : INFO : Epoch 2025 | loss: 0.0311217 | val_loss: 0.031145 | Time: 2020.77 ms [2022-02-28 15:00:56 main:574] : INFO : Epoch 2026 | loss: 0.0311193 | val_loss: 0.0311478 | Time: 2555.88 ms [2022-02-28 15:00:58 main:574] : INFO : Epoch 2027 | loss: 0.0311192 | val_loss: 0.0311472 | Time: 2125 ms [2022-02-28 15:01:01 main:574] : INFO : Epoch 2028 | loss: 0.0311163 | val_loss: 0.0311477 | Time: 2362.93 ms [2022-02-28 15:01:03 main:574] : INFO : Epoch 2029 | loss: 0.0311165 | val_loss: 0.0311453 | Time: 2370.44 ms [2022-02-28 15:01:05 main:574] : INFO : Epoch 2030 | loss: 0.0311159 | val_loss: 0.0311449 | Time: 2075.28 ms [2022-02-28 15:01:08 main:574] : INFO : Epoch 2031 | loss: 0.0311159 | val_loss: 0.0311433 | Time: 2380.95 ms [2022-02-28 15:01:10 main:574] : INFO : Epoch 2032 | loss: 0.0311162 | val_loss: 0.0311478 | Time: 2058.26 ms [2022-02-28 15:01:12 main:574] : INFO : Epoch 2033 | loss: 0.031115 | val_loss: 0.0311445 | Time: 2434.9 ms [2022-02-28 15:01:14 main:574] : INFO : Epoch 2034 | loss: 0.0311146 | val_loss: 0.0311436 | Time: 1963.13 ms [2022-02-28 15:01:16 main:574] : INFO : Epoch 2035 | loss: 0.0311136 | val_loss: 0.0311437 | Time: 2392.44 ms [2022-02-28 15:01:19 main:574] : INFO : Epoch 2036 | loss: 0.0311127 | val_loss: 0.0311427 | Time: 2116.72 ms [2022-02-28 15:01:21 main:574] : INFO : Epoch 2037 | loss: 0.0311129 | val_loss: 0.0311425 | Time: 2327.62 ms [2022-02-28 15:01:23 main:574] : INFO : Epoch 2038 | loss: 0.0311122 | val_loss: 0.0311464 | Time: 2234.19 ms [2022-02-28 15:01:25 main:574] : INFO : Epoch 2039 | loss: 0.0311102 | val_loss: 0.0311462 | Time: 2279.37 ms [2022-02-28 15:01:28 main:574] : INFO : Epoch 2040 | loss: 0.0311098 | val_loss: 0.0311465 | Time: 2369.74 ms [2022-02-28 15:01:30 main:574] : INFO : Epoch 2041 | loss: 0.0311081 | val_loss: 0.0311446 | Time: 2124.17 ms [2022-02-28 15:01:32 main:574] : INFO : Epoch 2042 | loss: 0.0311088 | val_loss: 0.0311453 | Time: 2377.36 ms [2022-02-28 15:01:34 main:574] : INFO : Epoch 2043 | loss: 0.0311086 | val_loss: 0.0311467 | Time: 2059.07 ms [2022-02-28 15:01:37 main:574] : INFO : Epoch 2044 | loss: 0.0311112 | val_loss: 0.0311481 | Time: 2349.99 ms [2022-02-28 15:01:39 main:574] : INFO : Epoch 2045 | loss: 0.0311098 | val_loss: 0.0311486 | Time: 2079.66 ms [2022-02-28 15:01:41 main:574] : INFO : Epoch 2046 | loss: 0.0311083 | val_loss: 0.0311491 | Time: 2592.88 ms [2022-02-28 15:01:44 main:574] : INFO : Epoch 2047 | loss: 0.0311065 | val_loss: 0.031143 | Time: 2243.93 ms [2022-02-28 15:01:46 main:574] : INFO : Epoch 2048 | loss: 0.0311065 | val_loss: 0.0311439 | Time: 2279.48 ms [2022-02-28 15:01:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311439 [2022-02-28 15:01:46 main:603] : INFO : Saving end state to config to file [2022-02-28 15:01:46 main:608] : INFO : Success, exiting.. 15:01:46 (3280): 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)