Task 12967388
| Name | ParityModified-1647046672-12710-0_0 |
| Workunit | 10099316 |
| Created | 12 Mar 2022, 0:57:55 UTC |
| Sent | 22 Mar 2022, 3:51:05 UTC |
| Report deadline | 30 Mar 2022, 3:51:05 UTC |
| Received | 22 Mar 2022, 11:51:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 17 min 46 sec |
| CPU time | 1 hours 17 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.33 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: 0.0309457 | val_loss: 0.0312911 | Time: 2250.25 ms
[2022-03-22 05:30:58 main:574] : INFO : Epoch 1543 | loss: 0.0309423 | val_loss: 0.0312264 | Time: 2284.7 ms
[2022-03-22 05:31:00 main:574] : INFO : Epoch 1544 | loss: 0.0309425 | val_loss: 0.0312219 | Time: 2256.79 ms
[2022-03-22 05:31:02 main:574] : INFO : Epoch 1545 | loss: 0.0309468 | val_loss: 0.0312507 | Time: 2274.88 ms
[2022-03-22 05:31:05 main:574] : INFO : Epoch 1546 | loss: 0.0309379 | val_loss: 0.0312666 | Time: 2273.82 ms
[2022-03-22 05:31:07 main:574] : INFO : Epoch 1547 | loss: 0.0309417 | val_loss: 0.0312496 | Time: 2281.92 ms
[2022-03-22 05:31:09 main:574] : INFO : Epoch 1548 | loss: 0.0309421 | val_loss: 0.0312499 | Time: 2295.54 ms
[2022-03-22 05:31:11 main:574] : INFO : Epoch 1549 | loss: 0.0309358 | val_loss: 0.0312423 | Time: 2251.05 ms
[2022-03-22 05:31:14 main:574] : INFO : Epoch 1550 | loss: 0.030945 | val_loss: 0.0312179 | Time: 2301.63 ms
[2022-03-22 05:31:16 main:574] : INFO : Epoch 1551 | loss: 0.0309529 | val_loss: 0.031253 | Time: 2285.35 ms
[2022-03-22 05:31:18 main:574] : INFO : Epoch 1552 | loss: 0.0309501 | val_loss: 0.0312087 | Time: 2315.18 ms
[2022-03-22 05:31:21 main:574] : INFO : Epoch 1553 | loss: 0.0309378 | val_loss: 0.0312451 | Time: 2280.6 ms
[2022-03-22 05:31:23 main:574] : INFO : Epoch 1554 | loss: 0.0309392 | val_loss: 0.0312297 | Time: 2287.34 ms
[2022-03-22 05:31:25 main:574] : INFO : Epoch 1555 | loss: 0.0309463 | val_loss: 0.0312159 | Time: 2311.14 ms
[2022-03-22 05:31:28 main:574] : INFO : Epoch 1556 | loss: 0.0309518 | val_loss: 0.0312418 | Time: 2320.03 ms
[2022-03-22 05:31:30 main:574] : INFO : Epoch 1557 | loss: 0.0309503 | val_loss: 0.031253 | Time: 2280.82 ms
[2022-03-22 05:31:32 main:574] : INFO : Epoch 1558 | loss: 0.030949 | val_loss: 0.031265 | Time: 2289.48 ms
[2022-03-22 05:31:34 main:574] : INFO : Epoch 1559 | loss: 0.0309397 | val_loss: 0.0312437 | Time: 2258.24 ms
[2022-03-22 05:31:37 main:574] : INFO : Epoch 1560 | loss: 0.0309398 | val_loss: 0.0312389 | Time: 2252.3 ms
[2022-03-22 05:31:39 main:574] : INFO : Epoch 1561 | loss: 0.0309672 | val_loss: 0.0312451 | Time: 2302.49 ms
[2022-03-22 05:31:41 main:574] : INFO : Epoch 1562 | loss: 0.0309525 | val_loss: 0.0312348 | Time: 2287.29 ms
[2022-03-22 05:31:44 main:574] : INFO : Epoch 1563 | loss: 0.0309415 | val_loss: 0.0312143 | Time: 2320.44 ms
[2022-03-22 05:31:46 main:574] : INFO : Epoch 1564 | loss: 0.0309481 | val_loss: 0.0312451 | Time: 2269.88 ms
[2022-03-22 05:31:48 main:574] : INFO : Epoch 1565 | loss: 0.0309529 | val_loss: 0.031237 | Time: 2246.02 ms
[2022-03-22 05:31:50 main:574] : INFO : Epoch 1566 | loss: 0.0309407 | val_loss: 0.0312464 | Time: 2266.72 ms
[2022-03-22 05:31:53 main:574] : INFO : Epoch 1567 | loss: 0.0309424 | val_loss: 0.0312395 | Time: 2276.16 ms
[2022-03-22 05:31:55 main:574] : INFO : Epoch 1568 | loss: 0.030938 | val_loss: 0.031233 | Time: 2267.59 ms
[2022-03-22 05:31:57 main:574] : INFO : Epoch 1569 | loss: 0.0309474 | val_loss: 0.0312451 | Time: 2296.68 ms
[2022-03-22 05:31:59 main:574] : INFO : Epoch 1570 | loss: 0.0309378 | val_loss: 0.0312424 | Time: 2256.67 ms
[2022-03-22 05:32:02 main:574] : INFO : Epoch 1571 | loss: 0.0309377 | val_loss: 0.0312393 | Time: 2256.09 ms
[2022-03-22 05:32:04 main:574] : INFO : Epoch 1572 | loss: 0.0309336 | val_loss: 0.0312642 | Time: 2264.84 ms
[2022-03-22 05:32:06 main:574] : INFO : Epoch 1573 | loss: 0.0309376 | val_loss: 0.0312285 | Time: 2298.38 ms
[2022-03-22 05:32:09 main:574] : INFO : Epoch 1574 | loss: 0.0309381 | val_loss: 0.0312735 | Time: 2337.91 ms
[2022-03-22 05:32:11 main:574] : INFO : Epoch 1575 | loss: 0.0309404 | val_loss: 0.0312363 | Time: 2240.48 ms
[2022-03-22 05:32:13 main:574] : INFO : Epoch 1576 | loss: 0.0309517 | val_loss: 0.0312468 | Time: 2257.04 ms
[2022-03-22 05:32:15 main:574] : INFO : Epoch 1577 | loss: 0.0309457 | val_loss: 0.031195 | Time: 2265.43 ms
[2022-03-22 05:32:18 main:574] : INFO : Epoch 1578 | loss: 0.0309551 | val_loss: 0.0312112 | Time: 2270.91 ms
[2022-03-22 05:32:20 main:574] : INFO : Epoch 1579 | loss: 0.0309574 | val_loss: 0.0312331 | Time: 2246 ms
[2022-03-22 05:32:22 main:574] : INFO : Epoch 1580 | loss: 0.0309452 | val_loss: 0.0312251 | Time: 2260.04 ms
[2022-03-22 05:32:25 main:574] : INFO : Epoch 1581 | loss: 0.0309458 | val_loss: 0.0312143 | Time: 2286.5 ms
[2022-03-22 05:32:27 main:574] : INFO : Epoch 1582 | loss: 0.0309666 | val_loss: 0.0312244 | Time: 2280.51 ms
[2022-03-22 05:32:29 main:574] : INFO : Epoch 1583 | loss: 0.0309613 | val_loss: 0.0312539 | Time: 2251.24 ms
[2022-03-22 05:32:31 main:574] : INFO : Epoch 1584 | loss: 0.0309456 | val_loss: 0.0312401 | Time: 2286.9 ms
[2022-03-22 05:32:34 main:574] : INFO : Epoch 1585 | loss: 0.0309392 | val_loss: 0.0312542 | Time: 2219.9 ms
[2022-03-22 05:32:36 main:574] : INFO : Epoch 1586 | loss: 0.0309435 | val_loss: 0.0312498 | Time: 2321.08 ms
[2022-03-22 05:32:38 main:574] : INFO : Epoch 1587 | loss: 0.0309449 | val_loss: 0.0312262 | Time: 2337.19 ms
[2022-03-22 05:32:41 main:574] : INFO : Epoch 1588 | loss: 0.0309446 | val_loss: 0.0312249 | Time: 2301.9 ms
[2022-03-22 05:32:43 main:574] : INFO : Epoch 1589 | loss: 0.0309614 | val_loss: 0.0312017 | Time: 2313.4 ms
[2022-03-22 05:32:45 main:574] : INFO : Epoch 1590 | loss: 0.030957 | val_loss: 0.0312313 | Time: 2273.13 ms
[2022-03-22 05:32:47 main:574] : INFO : Epoch 1591 | loss: 0.0309434 | val_loss: 0.0312429 | Time: 2266.11 ms
[2022-03-22 05:32:50 main:574] : INFO : Epoch 1592 | loss: 0.0309459 | val_loss: 0.0312111 | Time: 2333.98 ms
[2022-03-22 05:32:52 main:574] : INFO : Epoch 1593 | loss: 0.0309443 | val_loss: 0.0312099 | Time: 2292.7 ms
[2022-03-22 05:32:54 main:574] : INFO : Epoch 1594 | loss: 0.0309455 | val_loss: 0.0312247 | Time: 2254.53 ms
[2022-03-22 05:32:57 main:574] : INFO : Epoch 1595 | loss: 0.0309355 | val_loss: 0.0312788 | Time: 2249.49 ms
[2022-03-22 05:32:59 main:574] : INFO : Epoch 1596 | loss: 0.0309416 | val_loss: 0.0312429 | Time: 2287.57 ms
[2022-03-22 05:33:01 main:574] : INFO : Epoch 1597 | loss: 0.0309569 | val_loss: 0.0312108 | Time: 2207.87 ms
[2022-03-22 05:33:03 main:574] : INFO : Epoch 1598 | loss: 0.0309802 | val_loss: 0.031203 | Time: 2245.32 ms
[2022-03-22 05:33:06 main:574] : INFO : Epoch 1599 | loss: 0.0309617 | val_loss: 0.0312382 | Time: 2284.58 ms
[2022-03-22 05:33:08 main:574] : INFO : Epoch 1600 | loss: 0.0309503 | val_loss: 0.0312416 | Time: 2271.29 ms
[2022-03-22 05:33:10 main:574] : INFO : Epoch 1601 | loss: 0.030963 | val_loss: 0.0312518 | Time: 2246.13 ms
[2022-03-22 05:33:12 main:574] : INFO : Epoch 1602 | loss: 0.0309735 | val_loss: 0.0312438 | Time: 2268.62 ms
[2022-03-22 05:33:15 main:574] : INFO : Epoch 1603 | loss: 0.0309648 | val_loss: 0.0312176 | Time: 2281.55 ms
[2022-03-22 05:33:17 main:574] : INFO : Epoch 1604 | loss: 0.0309511 | val_loss: 0.0312489 | Time: 2297.09 ms
[2022-03-22 05:33:19 main:574] : INFO : Epoch 1605 | loss: 0.0309503 | val_loss: 0.0312361 | Time: 2264.2 ms
[2022-03-22 05:33:22 main:574] : INFO : Epoch 1606 | loss: 0.0309429 | val_loss: 0.0312373 | Time: 2277.72 ms
[2022-03-22 05:33:24 main:574] : INFO : Epoch 1607 | loss: 0.030948 | val_loss: 0.0312642 | Time: 2283.07 ms
[2022-03-22 05:33:26 main:574] : INFO : Epoch 1608 | loss: 0.030952 | val_loss: 0.0312162 | Time: 2226.25 ms
[2022-03-22 05:33:28 main:574] : INFO : Epoch 1609 | loss: 0.0309422 | val_loss: 0.0312299 | Time: 2277.83 ms
[2022-03-22 05:33:31 main:574] : INFO : Epoch 1610 | loss: 0.0309382 | val_loss: 0.0312349 | Time: 2252.12 ms
[2022-03-22 05:33:33 main:574] : INFO : Epoch 1611 | loss: 0.0309392 | val_loss: 0.0312541 | Time: 2273.53 ms
[2022-03-22 05:33:35 main:574] : INFO : Epoch 1612 | loss: 0.0309351 | val_loss: 0.0312566 | Time: 2317.09 ms
[2022-03-22 05:33:37 main:574] : INFO : Epoch 1613 | loss: 0.0309426 | val_loss: 0.0312569 | Time: 2264.4 ms
[2022-03-22 05:33:40 main:574] : INFO : Epoch 1614 | loss: 0.0309413 | val_loss: 0.0312754 | Time: 2289.83 ms
[2022-03-22 05:33:42 main:574] : INFO : Epoch 1615 | loss: 0.0309321 | val_loss: 0.0312401 | Time: 2279.47 ms
[2022-03-22 05:33:44 main:574] : INFO : Epoch 1616 | loss: 0.0309383 | val_loss: 0.0312424 | Time: 2284.72 ms
[2022-03-22 05:33:47 main:574] : INFO : Epoch 1617 | loss: 0.0309398 | val_loss: 0.0312414 | Time: 2251.86 ms
[2022-03-22 05:33:49 main:574] : INFO : Epoch 1618 | loss: 0.0309448 | val_loss: 0.031225 | Time: 2279.6 ms
[2022-03-22 05:33:51 main:574] : INFO : Epoch 1619 | loss: 0.0309373 | val_loss: 0.031251 | Time: 2236.89 ms
[2022-03-22 05:33:53 main:574] : INFO : Epoch 1620 | loss: 0.0309377 | val_loss: 0.0312721 | Time: 2256.39 ms
[2022-03-22 05:33:56 main:574] : INFO : Epoch 1621 | loss: 0.0309358 | val_loss: 0.0312397 | Time: 2307.76 ms
[2022-03-22 05:33:58 main:574] : INFO : Epoch 1622 | loss: 0.0309457 | val_loss: 0.0312407 | Time: 2264.42 ms
[2022-03-22 05:34:00 main:574] : INFO : Epoch 1623 | loss: 0.0309367 | val_loss: 0.031258 | Time: 2276.19 ms
[2022-03-22 05:34:03 main:574] : INFO : Epoch 1624 | loss: 0.0309439 | val_loss: 0.0312261 | Time: 2328.81 ms
[2022-03-22 05:34:05 main:574] : INFO : Epoch 1625 | loss: 0.0310391 | val_loss: 0.0311845 | Time: 2276.28 ms
[2022-03-22 05:34:07 main:574] : INFO : Epoch 1626 | loss: 0.0310105 | val_loss: 0.0312044 | Time: 2261.05 ms
[2022-03-22 05:34:09 main:574] : INFO : Epoch 1627 | loss: 0.0309746 | val_loss: 0.0312124 | Time: 2243.13 ms
[2022-03-22 05:34:12 main:574] : INFO : Epoch 1628 | loss: 0.0309524 | val_loss: 0.031233 | Time: 2250.58 ms
[2022-03-22 05:34:14 main:574] : INFO : Epoch 1629 | loss: 0.0309447 | val_loss: 0.0312373 | Time: 2292.17 ms
[2022-03-22 05:34:16 main:574] : INFO : Epoch 1630 | loss: 0.0309462 | val_loss: 0.0312553 | Time: 2290.14 ms
[2022-03-22 05:34:19 main:574] : INFO : Epoch 1631 | loss: 0.030941 | val_loss: 0.0312269 | Time: 2342.39 ms
[2022-03-22 05:34:21 main:574] : INFO : Epoch 1632 | loss: 0.030941 | val_loss: 0.0312432 | Time: 2254.81 ms
[2022-03-22 05:34:23 main:574] : INFO : Epoch 1633 | loss: 0.0309546 | val_loss: 0.0311888 | Time: 2287.42 ms
[2022-03-22 05:34:25 main:574] : INFO : Epoch 1634 | loss: 0.0309622 | val_loss: 0.0312345 | Time: 2233.55 ms
[2022-03-22 05:34:28 main:574] : INFO : Epoch 1635 | loss: 0.0309459 | val_loss: 0.0312389 | Time: 2280.91 ms
[2022-03-22 05:34:30 main:574] : INFO : Epoch 1636 | loss: 0.030943 | val_loss: 0.0312427 | Time: 2289.46 ms
[2022-03-22 05:34:32 main:574] : INFO : Epoch 1637 | loss: 0.0309385 | val_loss: 0.0312069 | Time: 2322.01 ms
[2022-03-22 05:34:35 main:574] : INFO : Epoch 1638 | loss: 0.0309513 | val_loss: 0.0312315 | Time: 2296.03 ms
[2022-03-22 05:34:37 main:574] : INFO : Epoch 1639 | loss: 0.0309452 | val_loss: 0.0312247 | Time: 2234.72 ms
[2022-03-22 05:34:39 main:574] : INFO : Epoch 1640 | loss: 0.0309465 | val_loss: 0.0312452 | Time: 2263.99 ms
[2022-03-22 05:34:41 main:574] : INFO : Epoch 1641 | loss: 0.0309468 | val_loss: 0.0312733 | Time: 2266.72 ms
[2022-03-22 05:34:44 main:574] : INFO : Epoch 1642 | loss: 0.0309415 | val_loss: 0.03125 | Time: 2241.48 ms
[2022-03-22 05:34:46 main:574] : INFO : Epoch 1643 | loss: 0.0309495 | val_loss: 0.0312854 | Time: 2312.45 ms
[2022-03-22 05:34:48 main:574] : INFO : Epoch 1644 | loss: 0.0309579 | val_loss: 0.0312441 | Time: 2232.7 ms
[2022-03-22 05:34:51 main:574] : INFO : Epoch 1645 | loss: 0.030967 | val_loss: 0.0312163 | Time: 2306.56 ms
[2022-03-22 05:34:53 main:574] : INFO : Epoch 1646 | loss: 0.0309792 | val_loss: 0.0312194 | Time: 2254.98 ms
[2022-03-22 05:34:55 main:574] : INFO : Epoch 1647 | loss: 0.0310215 | val_loss: 0.0314825 | Time: 2262.91 ms
[2022-03-22 05:34:57 main:574] : INFO : Epoch 1648 | loss: 0.0310561 | val_loss: 0.0312739 | Time: 2287.45 ms
[2022-03-22 05:35:00 main:574] : INFO : Epoch 1649 | loss: 0.03097 | val_loss: 0.0312195 | Time: 2262.41 ms
[2022-03-22 05:35:02 main:574] : INFO : Epoch 1650 | loss: 0.0309546 | val_loss: 0.0312337 | Time: 2309.4 ms
[2022-03-22 05:35:04 main:574] : INFO : Epoch 1651 | loss: 0.0309405 | val_loss: 0.0312635 | Time: 2250.25 ms
[2022-03-22 05:35:06 main:574] : INFO : Epoch 1652 | loss: 0.0309334 | val_loss: 0.0312528 | Time: 2280.72 ms
[2022-03-22 05:35:09 main:574] : INFO : Epoch 1653 | loss: 0.0309379 | val_loss: 0.0312307 | Time: 2231.28 ms
[2022-03-22 05:35:11 main:574] : INFO : Epoch 1654 | loss: 0.0309502 | val_loss: 0.0312582 | Time: 2312.51 ms
[2022-03-22 05:35:13 main:574] : INFO : Epoch 1655 | loss: 0.0309464 | val_loss: 0.031274 | Time: 2306.47 ms
[2022-03-22 05:35:16 main:574] : INFO : Epoch 1656 | loss: 0.0309422 | val_loss: 0.0312146 | Time: 2275.02 ms
[2022-03-22 05:35:18 main:574] : INFO : Epoch 1657 | loss: 0.030952 | val_loss: 0.0312363 | Time: 2284.74 ms
[2022-03-22 05:35:20 main:574] : INFO : Epoch 1658 | loss: 0.0309455 | val_loss: 0.0312452 | Time: 2293.96 ms
[2022-03-22 05:35:22 main:574] : INFO : Epoch 1659 | loss: 0.0309345 | val_loss: 0.031226 | Time: 2250.35 ms
[2022-03-22 05:35:25 main:574] : INFO : Epoch 1660 | loss: 0.0309441 | val_loss: 0.0312129 | Time: 2235.84 ms
[2022-03-22 05:35:27 main:574] : INFO : Epoch 1661 | loss: 0.0309443 | val_loss: 0.0312472 | Time: 2285.07 ms
[2022-03-22 05:35:29 main:574] : INFO : Epoch 1662 | loss: 0.0309482 | val_loss: 0.0312355 | Time: 2291.68 ms
[2022-03-22 05:35:32 main:574] : INFO : Epoch 1663 | loss: 0.0309319 | val_loss: 0.0312657 | Time: 2228.01 ms
[2022-03-22 05:35:34 main:574] : INFO : Epoch 1664 | loss: 0.0309439 | val_loss: 0.0312572 | Time: 2260.78 ms
[2022-03-22 05:35:36 main:574] : INFO : Epoch 1665 | loss: 0.0309413 | val_loss: 0.0312177 | Time: 2278.06 ms
[2022-03-22 05:35:38 main:574] : INFO : Epoch 1666 | loss: 0.0309335 | val_loss: 0.0312735 | Time: 2254.44 ms
[2022-03-22 05:35:41 main:574] : INFO : Epoch 1667 | loss: 0.0309358 | val_loss: 0.0312595 | Time: 2232.02 ms
[2022-03-22 05:35:43 main:574] : INFO : Epoch 1668 | loss: 0.0309428 | val_loss: 0.0312039 | Time: 2252.7 ms
[2022-03-22 05:35:45 main:574] : INFO : Epoch 1669 | loss: 0.0309479 | val_loss: 0.0312871 | Time: 2274.6 ms
[2022-03-22 05:35:47 main:574] : INFO : Epoch 1670 | loss: 0.0309466 | val_loss: 0.0312251 | Time: 2301.37 ms
[2022-03-22 05:35:50 main:574] : INFO : Epoch 1671 | loss: 0.0309395 | val_loss: 0.0312574 | Time: 2246.12 ms
[2022-03-22 05:35:52 main:574] : INFO : Epoch 1672 | loss: 0.0309418 | val_loss: 0.0312557 | Time: 2260.94 ms
[2022-03-22 05:35:54 main:574] : INFO : Epoch 1673 | loss: 0.0309376 | val_loss: 0.0312476 | Time: 2297.44 ms
[2022-03-22 05:35:56 main:574] : INFO : Epoch 1674 | loss: 0.0309423 | val_loss: 0.0312196 | Time: 2250.22 ms
[2022-03-22 05:35:59 main:574] : INFO : Epoch 1675 | loss: 0.030953 | val_loss: 0.0312143 | Time: 2274.84 ms
[2022-03-22 05:36:01 main:574] : INFO : Epoch 1676 | loss: 0.0309478 | val_loss: 0.0312714 | Time: 2264.56 ms
[2022-03-22 05:36:03 main:574] : INFO : Epoch 1677 | loss: 0.0309428 | val_loss: 0.0312324 | Time: 2263.66 ms
[2022-03-22 05:36:06 main:574] : INFO : Epoch 1678 | loss: 0.0309416 | val_loss: 0.0312178 | Time: 2287.53 ms
[2022-03-22 05:36:08 main:574] : INFO : Epoch 1679 | loss: 0.0309432 | val_loss: 0.0312442 | Time: 2234.72 ms
[2022-03-22 05:36:10 main:574] : INFO : Epoch 1680 | loss: 0.0309352 | val_loss: 0.0312497 | Time: 2291.66 ms
[2022-03-22 05:36:12 main:574] : INFO : Epoch 1681 | loss: 0.0309344 | val_loss: 0.0312827 | Time: 2212.63 ms
[2022-03-22 05:36:15 main:574] : INFO : Epoch 1682 | loss: 0.0309401 | val_loss: 0.0312371 | Time: 2247.47 ms
[2022-03-22 05:36:17 main:574] : INFO : Epoch 1683 | loss: 0.0309383 | val_loss: 0.0312594 | Time: 2243.45 ms
[2022-03-22 05:36:19 main:574] : INFO : Epoch 1684 | loss: 0.030944 | val_loss: 0.0312231 | Time: 2255.3 ms
[2022-03-22 05:36:21 main:574] : INFO : Epoch 1685 | loss: 0.0309407 | val_loss: 0.0312411 | Time: 2275.6 ms
[2022-03-22 05:36:24 main:574] : INFO : Epoch 1686 | loss: 0.0309457 | val_loss: 0.0311829 | Time: 2294.82 ms
[2022-03-22 05:36:26 main:574] : INFO : Epoch 1687 | loss: 0.0309436 | val_loss: 0.0312457 | Time: 2259.22 ms
[2022-03-22 05:36:28 main:574] : INFO : Epoch 1688 | loss: 0.0309357 | val_loss: 0.0312389 | Time: 2270.93 ms
[2022-03-22 05:36:31 main:574] : INFO : Epoch 1689 | loss: 0.0309448 | val_loss: 0.0312249 | Time: 2295.27 ms
[2022-03-22 05:36:33 main:574] : INFO : Epoch 1690 | loss: 0.0309445 | val_loss: 0.0312655 | Time: 2223.61 ms
[2022-03-22 05:36:35 main:574] : INFO : Epoch 1691 | loss: 0.0309468 | val_loss: 0.0312099 | Time: 2273.31 ms
[2022-03-22 05:36:37 main:574] : INFO : Epoch 1692 | loss: 0.0309427 | val_loss: 0.0312275 | Time: 2277.76 ms
[2022-03-22 05:36:40 main:574] : INFO : Epoch 1693 | loss: 0.0309441 | val_loss: 0.0312507 | Time: 2316.3 ms
[2022-03-22 05:36:42 main:574] : INFO : Epoch 1694 | loss: 0.0309329 | val_loss: 0.0312259 | Time: 2268.65 ms
[2022-03-22 05:36:44 main:574] : INFO : Epoch 1695 | loss: 0.0309388 | val_loss: 0.0312087 | Time: 2312.95 ms
[2022-03-22 05:36:46 main:574] : INFO : Epoch 1696 | loss: 0.0309453 | val_loss: 0.0312281 | Time: 2246.24 ms
[2022-03-22 05:36:49 main:574] : INFO : Epoch 1697 | loss: 0.0309353 | val_loss: 0.0312516 | Time: 2293.85 ms
[2022-03-22 05:36:51 main:574] : INFO : Epoch 1698 | loss: 0.0309483 | val_loss: 0.0312046 | Time: 2252.42 ms
[2022-03-22 05:36:53 main:574] : INFO : Epoch 1699 | loss: 0.0309532 | val_loss: 0.031244 | Time: 2267.93 ms
[2022-03-22 05:36:56 main:574] : INFO : Epoch 1700 | loss: 0.030943 | val_loss: 0.031227 | Time: 2217.1 ms
[2022-03-22 05:36:58 main:574] : INFO : Epoch 1701 | loss: 0.0309462 | val_loss: 0.0312271 | Time: 2264.85 ms
[2022-03-22 05:37:00 main:574] : INFO : Epoch 1702 | loss: 0.0309386 | val_loss: 0.0312573 | Time: 2265.51 ms
[2022-03-22 05:37:02 main:574] : INFO : Epoch 1703 | loss: 0.0309402 | val_loss: 0.0312204 | Time: 2277.33 ms
[2022-03-22 05:37:05 main:574] : INFO : Epoch 1704 | loss: 0.030956 | val_loss: 0.0312349 | Time: 2247.61 ms
[2022-03-22 05:37:07 main:574] : INFO : Epoch 1705 | loss: 0.0309489 | val_loss: 0.0312166 | Time: 2213.64 ms
[2022-03-22 05:37:09 main:574] : INFO : Epoch 1706 | loss: 0.0309473 | val_loss: 0.0312362 | Time: 2235.85 ms
[2022-03-22 05:37:11 main:574] : INFO : Epoch 1707 | loss: 0.0309508 | val_loss: 0.0312332 | Time: 2273.87 ms
[2022-03-22 05:37:14 main:574] : INFO : Epoch 1708 | loss: 0.0309384 | val_loss: 0.0312437 | Time: 2245.7 ms
[2022-03-22 05:37:16 main:574] : INFO : Epoch 1709 | loss: 0.0309487 | val_loss: 0.0312082 | Time: 2322.6 ms
[2022-03-22 05:37:18 main:574] : INFO : Epoch 1710 | loss: 0.0309461 | val_loss: 0.0311965 | Time: 2289.97 ms
[2022-03-22 05:37:20 main:574] : INFO : Epoch 1711 | loss: 0.0309448 | val_loss: 0.0312456 | Time: 2235.26 ms
[2022-03-22 05:37:23 main:574] : INFO : Epoch 1712 | loss: 0.0309461 | val_loss: 0.0312553 | Time: 2255.75 ms
[2022-03-22 05:37:25 main:574] : INFO : Epoch 1713 | loss: 0.0310729 | val_loss: 0.0311972 | Time: 2306.18 ms
[2022-03-22 05:37:27 main:574] : INFO : Epoch 1714 | loss: 0.0310632 | val_loss: 0.0311883 | Time: 2297.3 ms
[2022-03-22 05:37:30 main:574] : INFO : Epoch 1715 | loss: 0.031031 | val_loss: 0.031217 | Time: 2266.14 ms
[2022-03-22 05:37:32 main:574] : INFO : Epoch 1716 | loss: 0.0309985 | val_loss: 0.0311776 | Time: 2247.66 ms
[2022-03-22 05:37:34 main:574] : INFO : Epoch 1717 | loss: 0.0309738 | val_loss: 0.0312321 | Time: 2255.49 ms
[2022-03-22 05:37:36 main:574] : INFO : Epoch 1718 | loss: 0.030961 | val_loss: 0.0311925 | Time: 2275.34 ms
[2022-03-22 05:37:39 main:574] : INFO : Epoch 1719 | loss: 0.0309583 | val_loss: 0.0312237 | Time: 2278.15 ms
[2022-03-22 05:37:41 main:574] : INFO : Epoch 1720 | loss: 0.0309408 | val_loss: 0.031227 | Time: 2265.44 ms
[2022-03-22 05:37:43 main:574] : INFO : Epoch 1721 | loss: 0.0309381 | val_loss: 0.0312538 | Time: 2264.81 ms
[2022-03-22 05:37:46 main:574] : INFO : Epoch 1722 | loss: 0.0309498 | val_loss: 0.0312051 | Time: 2301.49 ms
[2022-03-22 05:37:48 main:574] : INFO : Epoch 1723 | loss: 0.0309488 | val_loss: 0.0312327 | Time: 2216.74 ms
[2022-03-22 05:37:50 main:574] : INFO : Epoch 1724 | loss: 0.0309378 | val_loss: 0.0312194 | Time: 2274.53 ms
[2022-03-22 05:37:52 main:574] : INFO : Epoch 1725 | loss: 0.0309452 | val_loss: 0.031233 | Time: 2273.6 ms
[2022-03-22 05:37:55 main:574] : INFO : Epoch 1726 | loss: 0.0309448 | val_loss: 0.0312361 | Time: 2293.69 ms
[2022-03-22 05:37:57 main:574] : INFO : Epoch 1727 | loss: 0.0309471 | val_loss: 0.0312516 | Time: 2290.5 ms
[2022-03-22 05:37:59 main:574] : INFO : Epoch 1728 | loss: 0.0309388 | val_loss: 0.0312232 | Time: 2292.17 ms
[2022-03-22 05:38:01 main:574] : INFO : Epoch 1729 | loss: 0.0309368 | val_loss: 0.0312811 | Time: 2246.61 ms
[2022-03-22 05:38:04 main:574] : INFO : Epoch 1730 | loss: 0.0309399 | val_loss: 0.0312483 | Time: 2294.75 ms
[2022-03-22 05:38:06 main:574] : INFO : Epoch 1731 | loss: 0.0309524 | val_loss: 0.0312279 | Time: 2259.27 ms
[2022-03-22 05:38:08 main:574] : INFO : Epoch 1732 | loss: 0.0309537 | val_loss: 0.0312414 | Time: 2289.01 ms
[2022-03-22 05:38:11 main:574] : INFO : Epoch 1733 | loss: 0.0309429 | val_loss: 0.0312104 | Time: 2306.81 ms
[2022-03-22 05:38:13 main:574] : INFO : Epoch 1734 | loss: 0.0309458 | val_loss: 0.03122 | Time: 2301.98 ms
[2022-03-22 05:38:15 main:574] : INFO : Epoch 1735 | loss: 0.0309383 | val_loss: 0.031244 | Time: 2265.24 ms
[2022-03-22 05:38:18 main:574] : INFO : Epoch 1736 | loss: 0.0309368 | val_loss: 0.0312446 | Time: 2294.79 ms
[2022-03-22 05:38:20 main:574] : INFO : Epoch 1737 | loss: 0.0309368 | val_loss: 0.0312232 | Time: 2269.63 ms
[2022-03-22 05:38:22 main:574] : INFO : Epoch 1738 | loss: 0.0309482 | val_loss: 0.0312198 | Time: 2306.43 ms
[2022-03-22 05:38:24 main:574] : INFO : Epoch 1739 | loss: 0.0309478 | val_loss: 0.0312289 | Time: 2260.7 ms
[2022-03-22 05:38:27 main:574] : INFO : Epoch 1740 | loss: 0.0309397 | val_loss: 0.0312325 | Time: 2256.67 ms
[2022-03-22 05:38:29 main:574] : INFO : Epoch 1741 | loss: 0.0309363 | val_loss: 0.0312476 | Time: 2229.36 ms
[2022-03-22 05:38:31 main:574] : INFO : Epoch 1742 | loss: 0.0309395 | val_loss: 0.0312444 | Time: 2284.33 ms
[2022-03-22 05:38:33 main:574] : INFO : Epoch 1743 | loss: 0.0309416 | val_loss: 0.0312669 | Time: 2243.75 ms
[2022-03-22 05:38:36 main:574] : INFO : Epoch 1744 | loss: 0.030943 | val_loss: 0.031256 | Time: 2290.39 ms
[2022-03-22 05:38:38 main:574] : INFO : Epoch 1745 | loss: 0.0309391 | val_loss: 0.031248 | Time: 2292.18 ms
[2022-03-22 05:38:40 main:574] : INFO : Epoch 1746 | loss: 0.0309392 | val_loss: 0.0312199 | Time: 2262.2 ms
[2022-03-22 05:38:43 main:574] : INFO : Epoch 1747 | loss: 0.030948 | val_loss: 0.031275 | Time: 2294.48 ms
[2022-03-22 05:38:45 main:574] : INFO : Epoch 1748 | loss: 0.0309435 | val_loss: 0.0312154 | Time: 2241.53 ms
[2022-03-22 05:38:47 main:574] : INFO : Epoch 1749 | loss: 0.0309415 | val_loss: 0.0312299 | Time: 2257.04 ms
[2022-03-22 05:38:49 main:574] : INFO : Epoch 1750 | loss: 0.0309499 | val_loss: 0.0312243 | Time: 2249.65 ms
[2022-03-22 05:38:52 main:574] : INFO : Epoch 1751 | loss: 0.0309422 | val_loss: 0.0312665 | Time: 2270.1 ms
[2022-03-22 05:38:54 main:574] : INFO : Epoch 1752 | loss: 0.0309382 | val_loss: 0.0312481 | Time: 2292.26 ms
[2022-03-22 05:38:56 main:574] : INFO : Epoch 1753 | loss: 0.0309415 | val_loss: 0.0312325 | Time: 2276.64 ms
[2022-03-22 05:38:58 main:574] : INFO : Epoch 1754 | loss: 0.0309364 | val_loss: 0.0312289 | Time: 2272.95 ms
[2022-03-22 05:39:01 main:574] : INFO : Epoch 1755 | loss: 0.0309431 | val_loss: 0.031242 | Time: 2277.33 ms
[2022-03-22 05:39:03 main:574] : INFO : Epoch 1756 | loss: 0.030937 | val_loss: 0.0312496 | Time: 2269.38 ms
[2022-03-22 05:39:05 main:574] : INFO : Epoch 1757 | loss: 0.0309397 | val_loss: 0.0312604 | Time: 2288.48 ms
[2022-03-22 05:39:08 main:574] : INFO : Epoch 1758 | loss: 0.0309364 | val_loss: 0.0312607 | Time: 2236.85 ms
[2022-03-22 05:39:10 main:574] : INFO : Epoch 1759 | loss: 0.0309438 | val_loss: 0.0312569 | Time: 2278.21 ms
[2022-03-22 05:39:12 main:574] : INFO : Epoch 1760 | loss: 0.0309347 | val_loss: 0.0312454 | Time: 2251.47 ms
[2022-03-22 05:39:14 main:574] : INFO : Epoch 1761 | loss: 0.0309295 | val_loss: 0.0312674 | Time: 2311.76 ms
[2022-03-22 05:39:17 main:574] : INFO : Epoch 1762 | loss: 0.0309287 | val_loss: 0.0312469 | Time: 2269.21 ms
[2022-03-22 05:39:19 main:574] : INFO : Epoch 1763 | loss: 0.0309307 | val_loss: 0.0312675 | Time: 2266.45 ms
[2022-03-22 05:39:21 main:574] : INFO : Epoch 1764 | loss: 0.0309363 | val_loss: 0.0312458 | Time: 2310.56 ms
[2022-03-22 05:39:24 main:574] : INFO : Epoch 1765 | loss: 0.030933 | val_loss: 0.0312286 | Time: 2289.51 ms
[2022-03-22 05:39:26 main:574] : INFO : Epoch 1766 | loss: 0.0309346 | val_loss: 0.0312284 | Time: 2230.09 ms
[2022-03-22 05:39:28 main:574] : INFO : Epoch 1767 | loss: 0.0309387 | val_loss: 0.0312137 | Time: 2301.03 ms
[2022-03-22 05:39:30 main:574] : INFO : Epoch 1768 | loss: 0.0309437 | val_loss: 0.031269 | Time: 2243.19 ms
[2022-03-22 05:39:33 main:574] : INFO : Epoch 1769 | loss: 0.030947 | val_loss: 0.0312332 | Time: 2257.68 ms
[2022-03-22 05:39:35 main:574] : INFO : Epoch 1770 | loss: 0.0309496 | val_loss: 0.0311999 | Time: 2258.46 ms
[2022-03-22 05:39:37 main:574] : INFO : Epoch 1771 | loss: 0.030944 | val_loss: 0.0312547 | Time: 2286.85 ms
[2022-03-22 05:39:39 main:574] : INFO : Epoch 1772 | loss: 0.0309403 | val_loss: 0.0312443 | Time: 2264.82 ms
[2022-03-22 05:39:42 main:574] : INFO : Epoch 1773 | loss: 0.0309395 | val_loss: 0.0312495 | Time: 2281.28 ms
[2022-03-22 05:39:44 main:574] : INFO : Epoch 1774 | loss: 0.0309311 | val_loss: 0.0312489 | Time: 2274.07 ms
[2022-03-22 05:39:46 main:574] : INFO : Epoch 1775 | loss: 0.030943 | val_loss: 0.0312154 | Time: 2262.91 ms
[2022-03-22 05:39:49 main:574] : INFO : Epoch 1776 | loss: 0.0309768 | val_loss: 0.0312372 | Time: 2245.99 ms
[2022-03-22 05:39:51 main:574] : INFO : Epoch 1777 | loss: 0.0309534 | val_loss: 0.0312122 | Time: 2277.59 ms
[2022-03-22 05:39:53 main:574] : INFO : Epoch 1778 | loss: 0.0309417 | val_loss: 0.0312332 | Time: 2251.85 ms
[2022-03-22 05:39:55 main:574] : INFO : Epoch 1779 | loss: 0.0309423 | val_loss: 0.0312303 | Time: 2252 ms
[2022-03-22 05:39:58 main:574] : INFO : Epoch 1780 | loss: 0.030946 | val_loss: 0.0312024 | Time: 2245.72 ms
[2022-03-22 05:40:00 main:574] : INFO : Epoch 1781 | loss: 0.0309783 | val_loss: 0.0311871 | Time: 2289.96 ms
[2022-03-22 05:40:02 main:574] : INFO : Epoch 1782 | loss: 0.0309647 | val_loss: 0.0312325 | Time: 2289.87 ms
[2022-03-22 05:40:05 main:574] : INFO : Epoch 1783 | loss: 0.0309582 | val_loss: 0.0312536 | Time: 2293.33 ms
[2022-03-22 05:40:07 main:574] : INFO : Epoch 1784 | loss: 0.0309444 | val_loss: 0.0312505 | Time: 2249.24 ms
[2022-03-22 05:40:09 main:574] : INFO : Epoch 1785 | loss: 0.0309373 | val_loss: 0.031254 | Time: 2281.57 ms
[2022-03-22 05:40:11 main:574] : INFO : Epoch 1786 | loss: 0.0309385 | val_loss: 0.0312306 | Time: 2257.04 ms
[2022-03-22 05:40:14 main:574] : INFO : Epoch 1787 | loss: 0.0309341 | val_loss: 0.0312166 | Time: 2230.96 ms
[2022-03-22 05:40:16 main:574] : INFO : Epoch 1788 | loss: 0.0309388 | val_loss: 0.0312482 | Time: 2289.61 ms
[2022-03-22 05:40:18 main:574] : INFO : Epoch 1789 | loss: 0.0309456 | val_loss: 0.0312774 | Time: 2282.75 ms
[2022-03-22 05:40:20 main:574] : INFO : Epoch 1790 | loss: 0.0309358 | val_loss: 0.0312368 | Time: 2241.49 ms
[2022-03-22 05:40:23 main:574] : INFO : Epoch 1791 | loss: 0.0309413 | val_loss: 0.031204 | Time: 2214.36 ms
[2022-03-22 05:40:25 main:574] : INFO : Epoch 1792 | loss: 0.0309394 | val_loss: 0.0312357 | Time: 2205.13 ms
[2022-03-22 05:40:27 main:574] : INFO : Epoch 1793 | loss: 0.0309289 | val_loss: 0.031236 | Time: 2242.88 ms
[2022-03-22 05:40:29 main:574] : INFO : Epoch 1794 | loss: 0.0309414 | val_loss: 0.0312245 | Time: 2250.48 ms
[2022-03-22 05:40:32 main:574] : INFO : Epoch 1795 | loss: 0.0309423 | val_loss: 0.0312522 | Time: 2190.67 ms
[2022-03-22 05:40:34 main:574] : INFO : Epoch 1796 | loss: 0.0309469 | val_loss: 0.0312658 | Time: 2300.42 ms
[2022-03-22 05:40:36 main:574] : INFO : Epoch 1797 | loss: 0.0309495 | val_loss: 0.0312172 | Time: 2244.35 ms
[2022-03-22 05:40:38 main:574] : INFO : Epoch 1798 | loss: 0.0309378 | val_loss: 0.0312532 | Time: 2295.43 ms
[2022-03-22 05:40:41 main:574] : INFO : Epoch 1799 | loss: 0.0309382 | val_loss: 0.031215 | Time: 2285.09 ms
[2022-03-22 05:40:43 main:574] : INFO : Epoch 1800 | loss: 0.0309494 | val_loss: 0.0312421 | Time: 2244.65 ms
[2022-03-22 05:40:45 main:574] : INFO : Epoch 1801 | loss: 0.0309452 | val_loss: 0.0312697 | Time: 2318.8 ms
[2022-03-22 05:40:47 main:574] : INFO : Epoch 1802 | loss: 0.0309397 | val_loss: 0.031253 | Time: 2250.08 ms
[2022-03-22 05:40:50 main:574] : INFO : Epoch 1803 | loss: 0.0309405 | val_loss: 0.0312344 | Time: 2251.5 ms
[2022-03-22 05:40:52 main:574] : INFO : Epoch 1804 | loss: 0.0309282 | val_loss: 0.0312537 | Time: 2247.53 ms
[2022-03-22 05:40:54 main:574] : INFO : Epoch 1805 | loss: 0.0309403 | val_loss: 0.0312729 | Time: 2275.17 ms
[2022-03-22 05:40:57 main:574] : INFO : Epoch 1806 | loss: 0.0309343 | val_loss: 0.0312266 | Time: 2298.38 ms
[2022-03-22 05:40:59 main:574] : INFO : Epoch 1807 | loss: 0.0309327 | val_loss: 0.0312373 | Time: 2222.79 ms
[2022-03-22 05:41:01 main:574] : INFO : Epoch 1808 | loss: 0.0309464 | val_loss: 0.0312223 | Time: 2248.51 ms
[2022-03-22 05:41:03 main:574] : INFO : Epoch 1809 | loss: 0.0309758 | val_loss: 0.0312149 | Time: 2248.83 ms
[2022-03-22 05:41:06 main:574] : INFO : Epoch 1810 | loss: 0.0309567 | val_loss: 0.0312028 | Time: 2333.7 ms
[2022-03-22 05:41:08 main:574] : INFO : Epoch 1811 | loss: 0.030946 | val_loss: 0.0312176 | Time: 2459.4 ms
[2022-03-22 05:41:10 main:574] : INFO : Epoch 1812 | loss: 0.0309495 | val_loss: 0.0312125 | Time: 2320.36 ms
[2022-03-22 05:41:13 main:574] : INFO : Epoch 1813 | loss: 0.0309443 | val_loss: 0.031218 | Time: 2267.11 ms
[2022-03-22 05:41:15 main:574] : INFO : Epoch 1814 | loss: 0.0309522 | val_loss: 0.0312131 | Time: 2327.39 ms
[2022-03-22 05:41:17 main:574] : INFO : Epoch 1815 | loss: 0.0309482 | val_loss: 0.0312707 | Time: 2282.43 ms
[2022-03-22 05:41:20 main:574] : INFO : Epoch 1816 | loss: 0.0309383 | val_loss: 0.0312085 | Time: 2292.43 ms
[2022-03-22 05:41:22 main:574] : INFO : Epoch 1817 | loss: 0.0309468 | val_loss: 0.0312267 | Time: 2284.98 ms
[2022-03-22 05:41:24 main:574] : INFO : Epoch 1818 | loss: 0.0309454 | val_loss: 0.031268 | Time: 2270.9 ms
[2022-03-22 05:41:26 main:574] : INFO : Epoch 1819 | loss: 0.0309449 | val_loss: 0.0312568 | Time: 2269.73 ms
[2022-03-22 05:41:29 main:574] : INFO : Epoch 1820 | loss: 0.0309418 | val_loss: 0.0312266 | Time: 2288.22 ms
[2022-03-22 05:41:31 main:574] : INFO : Epoch 1821 | loss: 0.0309365 | val_loss: 0.0312469 | Time: 2398.41 ms
[2022-03-22 05:41:34 main:574] : INFO : Epoch 1822 | loss: 0.0309484 | val_loss: 0.0312405 | Time: 2396.82 ms
[2022-03-22 05:41:36 main:574] : INFO : Epoch 1823 | loss: 0.0309394 | val_loss: 0.0312469 | Time: 2342.15 ms
[2022-03-22 05:41:38 main:574] : INFO : Epoch 1824 | loss: 0.0309287 | val_loss: 0.0312529 | Time: 2284.12 ms
[2022-03-22 05:41:41 main:574] : INFO : Epoch 1825 | loss: 0.0309352 | val_loss: 0.0312346 | Time: 2305.56 ms
[2022-03-22 05:41:43 main:574] : INFO : Epoch 1826 | loss: 0.0309329 | val_loss: 0.0312346 | Time: 2308.02 ms
[2022-03-22 05:41:45 main:574] : INFO : Epoch 1827 | loss: 0.0309285 | val_loss: 0.0312299 | Time: 2313.47 ms
[2022-03-22 05:41:47 main:574] : INFO : Epoch 1828 | loss: 0.0309367 | val_loss: 0.0312619 | Time: 2214.09 ms
[2022-03-22 05:41:50 main:574] : INFO : Epoch 1829 | loss: 0.0309568 | val_loss: 0.0312111 | Time: 2290.38 ms
[2022-03-22 05:41:52 main:574] : INFO : Epoch 1830 | loss: 0.030955 | val_loss: 0.0312156 | Time: 2244.53 ms
[2022-03-22 05:41:54 main:574] : INFO : Epoch 1831 | loss: 0.030963 | val_loss: 0.0312121 | Time: 2220.37 ms
[2022-03-22 05:41:56 main:574] : INFO : Epoch 1832 | loss: 0.030954 | val_loss: 0.0312258 | Time: 2289.42 ms
[2022-03-22 05:41:59 main:574] : INFO : Epoch 1833 | loss: 0.0309395 | val_loss: 0.0312358 | Time: 2294.23 ms
[2022-03-22 05:42:01 main:574] : INFO : Epoch 1834 | loss: 0.030933 | val_loss: 0.0312333 | Time: 2289.75 ms
[2022-03-22 05:42:03 main:574] : INFO : Epoch 1835 | loss: 0.0309309 | val_loss: 0.0312511 | Time: 2236.86 ms
[2022-03-22 05:42:06 main:574] : INFO : Epoch 1836 | loss: 0.0309358 | val_loss: 0.0312632 | Time: 2286.48 ms
[2022-03-22 05:42:08 main:574] : INFO : Epoch 1837 | loss: 0.0309402 | val_loss: 0.0312166 | Time: 2313.74 ms
[2022-03-22 05:42:10 main:574] : INFO : Epoch 1838 | loss: 0.0309492 | val_loss: 0.0312136 | Time: 2309.02 ms
[2022-03-22 05:42:12 main:574] : INFO : Epoch 1839 | loss: 0.0309439 | val_loss: 0.0312374 | Time: 2270.54 ms
[2022-03-22 05:42:15 main:574] : INFO : Epoch 1840 | loss: 0.0309358 | val_loss: 0.0312227 | Time: 2265.72 ms
[2022-03-22 05:42:17 main:574] : INFO : Epoch 1841 | loss: 0.0309365 | val_loss: 0.0312287 | Time: 2283.66 ms
[2022-03-22 05:42:19 main:574] : INFO : Epoch 1842 | loss: 0.0309445 | val_loss: 0.03124 | Time: 2226.43 ms
[2022-03-22 05:42:22 main:574] : INFO : Epoch 1843 | loss: 0.0309443 | val_loss: 0.0312583 | Time: 2269.22 ms
[2022-03-22 05:42:24 main:574] : INFO : Epoch 1844 | loss: 0.0309374 | val_loss: 0.0312382 | Time: 2245.41 ms
[2022-03-22 05:42:26 main:574] : INFO : Epoch 1845 | loss: 0.0309302 | val_loss: 0.0312256 | Time: 2270.87 ms
[2022-03-22 05:42:28 main:574] : INFO : Epoch 1846 | loss: 0.030939 | val_loss: 0.0312243 | Time: 2257.91 ms
[2022-03-22 05:42:31 main:574] : INFO : Epoch 1847 | loss: 0.0309372 | val_loss: 0.0312147 | Time: 2262.68 ms
[2022-03-22 05:42:33 main:574] : INFO : Epoch 1848 | loss: 0.0309534 | val_loss: 0.0312313 | Time: 2276.14 ms
[2022-03-22 05:42:35 main:574] : INFO : Epoch 1849 | loss: 0.0309425 | val_loss: 0.0312497 | Time: 2255.55 ms
[2022-03-22 05:42:37 main:574] : INFO : Epoch 1850 | loss: 0.0309327 | val_loss: 0.031238 | Time: 2263.53 ms
[2022-03-22 05:42:40 main:574] : INFO : Epoch 1851 | loss: 0.0309315 | val_loss: 0.0312614 | Time: 2243.87 ms
[2022-03-22 05:42:42 main:574] : INFO : Epoch 1852 | loss: 0.0309405 | val_loss: 0.0312176 | Time: 2279.64 ms
[2022-03-22 05:42:44 main:574] : INFO : Epoch 1853 | loss: 0.0309457 | val_loss: 0.0312633 | Time: 2298.72 ms
[2022-03-22 05:42:47 main:574] : INFO : Epoch 1854 | loss: 0.0309496 | val_loss: 0.0312404 | Time: 2246.9 ms
[2022-03-22 05:42:49 main:574] : INFO : Epoch 1855 | loss: 0.0309446 | val_loss: 0.0312651 | Time: 2286.65 ms
[2022-03-22 05:42:51 main:574] : INFO : Epoch 1856 | loss: 0.0309364 | val_loss: 0.0312367 | Time: 2302.51 ms
[2022-03-22 05:42:53 main:574] : INFO : Epoch 1857 | loss: 0.0309398 | val_loss: 0.03124 | Time: 2219.65 ms
[2022-03-22 05:42:56 main:574] : INFO : Epoch 1858 | loss: 0.0309423 | val_loss: 0.0312682 | Time: 2211.95 ms
[2022-03-22 05:42:58 main:574] : INFO : Epoch 1859 | loss: 0.0309337 | val_loss: 0.0312571 | Time: 2291.79 ms
[2022-03-22 05:43:00 main:574] : INFO : Epoch 1860 | loss: 0.0309263 | val_loss: 0.0312516 | Time: 2293.13 ms
[2022-03-22 05:43:02 main:574] : INFO : Epoch 1861 | loss: 0.0309275 | val_loss: 0.0312186 | Time: 2246.42 ms
[2022-03-22 05:43:05 main:574] : INFO : Epoch 1862 | loss: 0.0309284 | val_loss: 0.0312372 | Time: 2269.68 ms
[2022-03-22 05:43:07 main:574] : INFO : Epoch 1863 | loss: 0.0309304 | val_loss: 0.0312613 | Time: 2256.41 ms
[2022-03-22 05:43:09 main:574] : INFO : Epoch 1864 | loss: 0.0309408 | val_loss: 0.0312387 | Time: 2269.65 ms
[2022-03-22 05:43:12 main:574] : INFO : Epoch 1865 | loss: 0.0309395 | val_loss: 0.0312332 | Time: 2323.99 ms
[2022-03-22 05:43:14 main:574] : INFO : Epoch 1866 | loss: 0.0309442 | val_loss: 0.0312271 | Time: 2286.17 ms
[2022-03-22 05:43:16 main:574] : INFO : Epoch 1867 | loss: 0.0309488 | val_loss: 0.031268 | Time: 2269.13 ms
[2022-03-22 05:43:18 main:574] : INFO : Epoch 1868 | loss: 0.0309506 | val_loss: 0.0312754 | Time: 2307.91 ms
[2022-03-22 05:43:21 main:574] : INFO : Epoch 1869 | loss: 0.030937 | val_loss: 0.0312178 | Time: 2255.93 ms
[2022-03-22 05:43:23 main:574] : INFO : Epoch 1870 | loss: 0.0309407 | val_loss: 0.0312548 | Time: 2295.81 ms
[2022-03-22 05:43:25 main:574] : INFO : Epoch 1871 | loss: 0.0309377 | val_loss: 0.0312397 | Time: 2280.08 ms
[2022-03-22 05:43:28 main:574] : INFO : Epoch 1872 | loss: 0.030942 | val_loss: 0.0312133 | Time: 2248.6 ms
[2022-03-22 05:43:30 main:574] : INFO : Epoch 1873 | loss: 0.0309443 | val_loss: 0.0312338 | Time: 2268.47 ms
[2022-03-22 05:43:32 main:574] : INFO : Epoch 1874 | loss: 0.0309394 | val_loss: 0.0312622 | Time: 2270.49 ms
[2022-03-22 05:43:34 main:574] : INFO : Epoch 1875 | loss: 0.0309361 | val_loss: 0.0312353 | Time: 2251.74 ms
[2022-03-22 05:43:37 main:574] : INFO : Epoch 1876 | loss: 0.0309419 | val_loss: 0.0312109 | Time: 2298.87 ms
[2022-03-22 05:43:39 main:574] : INFO : Epoch 1877 | loss: 0.0309342 | val_loss: 0.0312116 | Time: 2255.28 ms
[2022-03-22 05:43:41 main:574] : INFO : Epoch 1878 | loss: 0.0309485 | val_loss: 0.0312168 | Time: 2278.18 ms
[2022-03-22 05:43:43 main:574] : INFO : Epoch 1879 | loss: 0.0309558 | val_loss: 0.0312326 | Time: 2261.4 ms
[2022-03-22 05:43:46 main:574] : INFO : Epoch 1880 | loss: 0.0309573 | val_loss: 0.0312204 | Time: 2270.53 ms
[2022-03-22 05:43:48 main:574] : INFO : Epoch 1881 | loss: 0.0309394 | val_loss: 0.0312322 | Time: 2298.62 ms
[2022-03-22 05:43:50 main:574] : INFO : Epoch 1882 | loss: 0.030934 | val_loss: 0.0312442 | Time: 2334.47 ms
[2022-03-22 05:43:53 main:574] : INFO : Epoch 1883 | loss: 0.0309337 | val_loss: 0.0312263 | Time: 2290.31 ms
[2022-03-22 05:43:55 main:574] : INFO : Epoch 1884 | loss: 0.0309317 | val_loss: 0.0312397 | Time: 2226.68 ms
[2022-03-22 05:43:57 main:574] : INFO : Epoch 1885 | loss: 0.0309287 | val_loss: 0.0312537 | Time: 2266.18 ms
[2022-03-22 05:43:59 main:574] : INFO : Epoch 1886 | loss: 0.0309368 | val_loss: 0.031241 | Time: 2261.6 ms
[2022-03-22 05:44:02 main:574] : INFO : Epoch 1887 | loss: 0.0309344 | val_loss: 0.0312396 | Time: 2260.07 ms
[2022-03-22 05:44:04 main:574] : INFO : Epoch 1888 | loss: 0.0309358 | val_loss: 0.0312533 | Time: 2307.36 ms
[2022-03-22 05:44:06 main:574] : INFO : Epoch 1889 | loss: 0.0309343 | val_loss: 0.0313012 | Time: 2288.64 ms
[2022-03-22 05:44:09 main:574] : INFO : Epoch 1890 | loss: 0.0309471 | val_loss: 0.0312265 | Time: 2311.64 ms
[2022-03-22 05:44:11 main:574] : INFO : Epoch 1891 | loss: 0.030939 | val_loss: 0.0312377 | Time: 2274.94 ms
[2022-03-22 05:44:13 main:574] : INFO : Epoch 1892 | loss: 0.0309344 | val_loss: 0.0312477 | Time: 2307.96 ms
[2022-03-22 05:44:16 main:574] : INFO : Epoch 1893 | loss: 0.0309355 | val_loss: 0.0312315 | Time: 2288.21 ms
[2022-03-22 05:44:18 main:574] : INFO : Epoch 1894 | loss: 0.0309355 | val_loss: 0.03124 | Time: 2324.51 ms
[2022-03-22 05:44:20 main:574] : INFO : Epoch 1895 | loss: 0.0309436 | val_loss: 0.0312115 | Time: 2285.67 ms
[2022-03-22 05:44:22 main:574] : INFO : Epoch 1896 | loss: 0.0309458 | val_loss: 0.0312467 | Time: 2227.16 ms
[2022-03-22 05:44:25 main:574] : INFO : Epoch 1897 | loss: 0.030933 | val_loss: 0.0312368 | Time: 2240.88 ms
[2022-03-22 05:44:27 main:574] : INFO : Epoch 1898 | loss: 0.0309325 | val_loss: 0.0312672 | Time: 2245.82 ms
[2022-03-22 05:44:29 main:574] : INFO : Epoch 1899 | loss: 0.0309377 | val_loss: 0.0312237 | Time: 2298.37 ms
[2022-03-22 05:44:31 main:574] : INFO : Epoch 1900 | loss: 0.0309293 | val_loss: 0.0312478 | Time: 2270.92 ms
[2022-03-22 05:44:34 main:574] : INFO : Epoch 1901 | loss: 0.0309288 | val_loss: 0.0312553 | Time: 2262.42 ms
[2022-03-22 05:44:36 main:574] : INFO : Epoch 1902 | loss: 0.0309362 | val_loss: 0.0312417 | Time: 2259.29 ms
[2022-03-22 05:44:38 main:574] : INFO : Epoch 1903 | loss: 0.0309361 | val_loss: 0.0312261 | Time: 2220.99 ms
[2022-03-22 05:44:40 main:574] : INFO : Epoch 1904 | loss: 0.0309357 | val_loss: 0.0312331 | Time: 2236.65 ms
[2022-03-22 05:44:43 main:574] : INFO : Epoch 1905 | loss: 0.0309422 | val_loss: 0.0312429 | Time: 2289.57 ms
[2022-03-22 05:44:45 main:574] : INFO : Epoch 1906 | loss: 0.03094 | val_loss: 0.0312412 | Time: 2303.36 ms
[2022-03-22 05:44:47 main:574] : INFO : Epoch 1907 | loss: 0.0309489 | val_loss: 0.0312296 | Time: 2272.36 ms
[2022-03-22 05:44:50 main:574] : INFO : Epoch 1908 | loss: 0.0309401 | val_loss: 0.0312354 | Time: 2265.3 ms
[2022-03-22 05:44:52 main:574] : INFO : Epoch 1909 | loss: 0.0309431 | val_loss: 0.0312235 | Time: 2297.23 ms
[2022-03-22 05:44:54 main:574] : INFO : Epoch 1910 | loss: 0.0309568 | val_loss: 0.0312421 | Time: 2273.87 ms
[2022-03-22 05:44:57 main:574] : INFO : Epoch 1911 | loss: 0.0309525 | val_loss: 0.0312242 | Time: 2292.11 ms
[2022-03-22 05:44:59 main:574] : INFO : Epoch 1912 | loss: 0.0309371 | val_loss: 0.0312387 | Time: 2243.61 ms
[2022-03-22 05:45:01 main:574] : INFO : Epoch 1913 | loss: 0.0309359 | val_loss: 0.0312321 | Time: 2272.95 ms
[2022-03-22 05:45:03 main:574] : INFO : Epoch 1914 | loss: 0.0309605 | val_loss: 0.0312055 | Time: 2264.86 ms
[2022-03-22 05:45:06 main:574] : INFO : Epoch 1915 | loss: 0.0309613 | val_loss: 0.031217 | Time: 2280.11 ms
[2022-03-22 05:45:08 main:574] : INFO : Epoch 1916 | loss: 0.0309542 | val_loss: 0.0312046 | Time: 2224.16 ms
[2022-03-22 05:45:10 main:574] : INFO : Epoch 1917 | loss: 0.030941 | val_loss: 0.0312523 | Time: 2248.49 ms
[2022-03-22 05:45:12 main:574] : INFO : Epoch 1918 | loss: 0.030939 | val_loss: 0.0312496 | Time: 2294.67 ms
[2022-03-22 05:45:15 main:574] : INFO : Epoch 1919 | loss: 0.030929 | val_loss: 0.0312423 | Time: 2238.23 ms
[2022-03-22 05:45:17 main:574] : INFO : Epoch 1920 | loss: 0.0309355 | val_loss: 0.0312386 | Time: 2266.42 ms
[2022-03-22 05:45:19 main:574] : INFO : Epoch 1921 | loss: 0.0309364 | val_loss: 0.0312308 | Time: 2333.37 ms
[2022-03-22 05:45:21 main:574] : INFO : Epoch 1922 | loss: 0.030935 | val_loss: 0.0312365 | Time: 2236.34 ms
[2022-03-22 05:45:24 main:574] : INFO : Epoch 1923 | loss: 0.0309353 | val_loss: 0.0312631 | Time: 2279.5 ms
[2022-03-22 05:45:26 main:574] : INFO : Epoch 1924 | loss: 0.030942 | val_loss: 0.0312305 | Time: 2243.72 ms
[2022-03-22 05:45:28 main:574] : INFO : Epoch 1925 | loss: 0.0309472 | val_loss: 0.0312569 | Time: 2249.42 ms
[2022-03-22 05:45:31 main:574] : INFO : Epoch 1926 | loss: 0.030939 | val_loss: 0.0312376 | Time: 2310.47 ms
[2022-03-22 05:45:33 main:574] : INFO : Epoch 1927 | loss: 0.0309439 | val_loss: 0.0312443 | Time: 2240.76 ms
[2022-03-22 05:45:35 main:574] : INFO : Epoch 1928 | loss: 0.0309368 | val_loss: 0.0312332 | Time: 2261.51 ms
[2022-03-22 05:45:37 main:574] : INFO : Epoch 1929 | loss: 0.0309421 | val_loss: 0.0312441 | Time: 2287.16 ms
[2022-03-22 05:45:40 main:574] : INFO : Epoch 1930 | loss: 0.0309345 | val_loss: 0.031263 | Time: 2294.35 ms
[2022-03-22 05:45:42 main:574] : INFO : Epoch 1931 | loss: 0.0309266 | val_loss: 0.0312352 | Time: 2269.12 ms
[2022-03-22 05:45:44 main:574] : INFO : Epoch 1932 | loss: 0.0309267 | val_loss: 0.0312483 | Time: 2260.24 ms
[2022-03-22 05:45:46 main:574] : INFO : Epoch 1933 | loss: 0.0309408 | val_loss: 0.0312302 | Time: 2267.56 ms
[2022-03-22 05:45:49 main:574] : INFO : Epoch 1934 | loss: 0.0309578 | val_loss: 0.0312157 | Time: 2264.38 ms
[2022-03-22 05:45:51 main:574] : INFO : Epoch 1935 | loss: 0.0309604 | val_loss: 0.0312477 | Time: 2301.78 ms
[2022-03-22 05:45:53 main:574] : INFO : Epoch 1936 | loss: 0.0309393 | val_loss: 0.0312389 | Time: 2276.37 ms
[2022-03-22 05:45:56 main:574] : INFO : Epoch 1937 | loss: 0.0309546 | val_loss: 0.0312331 | Time: 2271.3 ms
[2022-03-22 05:45:58 main:574] : INFO : Epoch 1938 | loss: 0.0309371 | val_loss: 0.031243 | Time: 2250.65 ms
[2022-03-22 05:46:00 main:574] : INFO : Epoch 1939 | loss: 0.0309379 | val_loss: 0.0312566 | Time: 2273.24 ms
[2022-03-22 05:46:02 main:574] : INFO : Epoch 1940 | loss: 0.0309374 | val_loss: 0.0312218 | Time: 2269.74 ms
[2022-03-22 05:46:05 main:574] : INFO : Epoch 1941 | loss: 0.0309418 | val_loss: 0.0312382 | Time: 2284.31 ms
[2022-03-22 05:46:07 main:574] : INFO : Epoch 1942 | loss: 0.0309428 | val_loss: 0.0312313 | Time: 2217.71 ms
[2022-03-22 05:46:09 main:574] : INFO : Epoch 1943 | loss: 0.0309298 | val_loss: 0.0312592 | Time: 2282.11 ms
[2022-03-22 05:46:12 main:574] : INFO : Epoch 1944 | loss: 0.0309387 | val_loss: 0.0312483 | Time: 2262.58 ms
[2022-03-22 05:46:14 main:574] : INFO : Epoch 1945 | loss: 0.0309451 | val_loss: 0.0312272 | Time: 2273.05 ms
[2022-03-22 05:46:16 main:574] : INFO : Epoch 1946 | loss: 0.030932 | val_loss: 0.0312429 | Time: 2243.89 ms
[2022-03-22 05:46:18 main:574] : INFO : Epoch 1947 | loss: 0.030939 | val_loss: 0.031253 | Time: 2240.47 ms
[2022-03-22 05:46:21 main:574] : INFO : Epoch 1948 | loss: 0.0309465 | val_loss: 0.0312093 | Time: 2245.66 ms
[2022-03-22 05:46:23 main:574] : INFO : Epoch 1949 | loss: 0.0309462 | val_loss: 0.031211 | Time: 2237.24 ms
[2022-03-22 05:46:25 main:574] : INFO : Epoch 1950 | loss: 0.030939 | val_loss: 0.0312683 | Time: 2264.47 ms
[2022-03-22 05:46:27 main:574] : INFO : Epoch 1951 | loss: 0.0309322 | val_loss: 0.0312388 | Time: 2256.56 ms
[2022-03-22 05:46:30 main:574] : INFO : Epoch 1952 | loss: 0.0309425 | val_loss: 0.0312627 | Time: 2273.41 ms
[2022-03-22 05:46:32 main:574] : INFO : Epoch 1953 | loss: 0.0309436 | val_loss: 0.0312374 | Time: 2251.39 ms
[2022-03-22 05:46:34 main:574] : INFO : Epoch 1954 | loss: 0.0309444 | val_loss: 0.0312519 | Time: 2271.32 ms
[2022-03-22 05:46:36 main:574] : INFO : Epoch 1955 | loss: 0.0309383 | val_loss: 0.0312277 | Time: 2227.28 ms
[2022-03-22 05:46:39 main:574] : INFO : Epoch 1956 | loss: 0.0309343 | val_loss: 0.031241 | Time: 2179.68 ms
[2022-03-22 05:46:41 main:574] : INFO : Epoch 1957 | loss: 0.0309258 | val_loss: 0.031271 | Time: 2256.65 ms
[2022-03-22 05:46:43 main:574] : INFO : Epoch 1958 | loss: 0.0309291 | val_loss: 0.031218 | Time: 2284.5 ms
[2022-03-22 05:46:45 main:574] : INFO : Epoch 1959 | loss: 0.0309375 | val_loss: 0.0312377 | Time: 2291.12 ms
[2022-03-22 05:46:48 main:574] : INFO : Epoch 1960 | loss: 0.0309936 | val_loss: 0.0312191 | Time: 2265.86 ms
[2022-03-22 05:46:50 main:574] : INFO : Epoch 1961 | loss: 0.0309781 | val_loss: 0.0312308 | Time: 2231.09 ms
[2022-03-22 05:46:52 main:574] : INFO : Epoch 1962 | loss: 0.0309573 | val_loss: 0.0312596 | Time: 2286.53 ms
[2022-03-22 05:46:54 main:574] : INFO : Epoch 1963 | loss: 0.0309486 | val_loss: 0.0312295 | Time: 2288.74 ms
[2022-03-22 05:46:57 main:574] : INFO : Epoch 1964 | loss: 0.0309446 | val_loss: 0.0312434 | Time: 2305.24 ms
[2022-03-22 05:46:59 main:574] : INFO : Epoch 1965 | loss: 0.0309489 | val_loss: 0.0312229 | Time: 2289.09 ms
[2022-03-22 05:47:01 main:574] : INFO : Epoch 1966 | loss: 0.0309461 | val_loss: 0.0312488 | Time: 2274.56 ms
[2022-03-22 05:47:04 main:574] : INFO : Epoch 1967 | loss: 0.0309432 | val_loss: 0.0312266 | Time: 2292.27 ms
[2022-03-22 05:47:06 main:574] : INFO : Epoch 1968 | loss: 0.0309293 | val_loss: 0.0312486 | Time: 2290.03 ms
[2022-03-22 05:47:08 main:574] : INFO : Epoch 1969 | loss: 0.0309317 | val_loss: 0.0312281 | Time: 2259.55 ms
[2022-03-22 05:47:11 main:574] : INFO : Epoch 1970 | loss: 0.03094 | val_loss: 0.0312545 | Time: 2304.93 ms
[2022-03-22 05:47:13 main:574] : INFO : Epoch 1971 | loss: 0.030938 | val_loss: 0.031279 | Time: 2263.77 ms
[2022-03-22 05:47:15 main:574] : INFO : Epoch 1972 | loss: 0.0309406 | val_loss: 0.0312429 | Time: 2291.7 ms
[2022-03-22 05:47:17 main:574] : INFO : Epoch 1973 | loss: 0.0309444 | val_loss: 0.0312315 | Time: 2297.02 ms
[2022-03-22 05:47:20 main:574] : INFO : Epoch 1974 | loss: 0.0309564 | val_loss: 0.0312619 | Time: 2268.24 ms
[2022-03-22 05:47:22 main:574] : INFO : Epoch 1975 | loss: 0.0309526 | val_loss: 0.0312344 | Time: 2304.39 ms
[2022-03-22 05:47:24 main:574] : INFO : Epoch 1976 | loss: 0.0309433 | val_loss: 0.0312805 | Time: 2260.57 ms
[2022-03-22 05:47:27 main:574] : INFO : Epoch 1977 | loss: 0.0309434 | val_loss: 0.0312424 | Time: 2256.16 ms
[2022-03-22 05:47:29 main:574] : INFO : Epoch 1978 | loss: 0.0309329 | val_loss: 0.0312218 | Time: 2254.88 ms
[2022-03-22 05:47:31 main:574] : INFO : Epoch 1979 | loss: 0.0309345 | val_loss: 0.0312386 | Time: 2277.46 ms
[2022-03-22 05:47:33 main:574] : INFO : Epoch 1980 | loss: 0.030944 | val_loss: 0.0312435 | Time: 2258.25 ms
[2022-03-22 05:47:36 main:574] : INFO : Epoch 1981 | loss: 0.0309489 | val_loss: 0.0312501 | Time: 2303.23 ms
[2022-03-22 05:47:38 main:574] : INFO : Epoch 1982 | loss: 0.0309386 | val_loss: 0.0312118 | Time: 2271.46 ms
[2022-03-22 05:47:40 main:574] : INFO : Epoch 1983 | loss: 0.0309354 | val_loss: 0.0312653 | Time: 2253.89 ms
[2022-03-22 05:47:42 main:574] : INFO : Epoch 1984 | loss: 0.0309359 | val_loss: 0.0312485 | Time: 2279.55 ms
[2022-03-22 05:47:45 main:574] : INFO : Epoch 1985 | loss: 0.0309302 | val_loss: 0.0312532 | Time: 2312.1 ms
[2022-03-22 05:47:47 main:574] : INFO : Epoch 1986 | loss: 0.0309319 | val_loss: 0.0312068 | Time: 2267.11 ms
[2022-03-22 05:47:49 main:574] : INFO : Epoch 1987 | loss: 0.0309359 | val_loss: 0.0312417 | Time: 2323.22 ms
[2022-03-22 05:47:52 main:574] : INFO : Epoch 1988 | loss: 0.0309366 | val_loss: 0.0312388 | Time: 2284.24 ms
[2022-03-22 05:47:54 main:574] : INFO : Epoch 1989 | loss: 0.0309328 | val_loss: 0.0312317 | Time: 2267.88 ms
[2022-03-22 05:47:56 main:574] : INFO : Epoch 1990 | loss: 0.0309278 | val_loss: 0.0312364 | Time: 2285.09 ms
[2022-03-22 05:47:59 main:574] : INFO : Epoch 1991 | loss: 0.0309299 | val_loss: 0.0312155 | Time: 2288.13 ms
[2022-03-22 05:48:01 main:574] : INFO : Epoch 1992 | loss: 0.0309286 | val_loss: 0.0312321 | Time: 2261.48 ms
[2022-03-22 05:48:03 main:574] : INFO : Epoch 1993 | loss: 0.030932 | val_loss: 0.0312215 | Time: 2266.14 ms
[2022-03-22 05:48:05 main:574] : INFO : Epoch 1994 | loss: 0.0309429 | val_loss: 0.0312092 | Time: 2269.69 ms
[2022-03-22 05:48:08 main:574] : INFO : Epoch 1995 | loss: 0.0309519 | val_loss: 0.0312278 | Time: 2204.68 ms
[2022-03-22 05:48:10 main:574] : INFO : Epoch 1996 | loss: 0.0309408 | val_loss: 0.031231 | Time: 2248.79 ms
[2022-03-22 05:48:12 main:574] : INFO : Epoch 1997 | loss: 0.0309395 | val_loss: 0.0312491 | Time: 2252 ms
[2022-03-22 05:48:14 main:574] : INFO : Epoch 1998 | loss: 0.0309431 | val_loss: 0.0312476 | Time: 2280.27 ms
[2022-03-22 05:48:17 main:574] : INFO : Epoch 1999 | loss: 0.0309368 | val_loss: 0.0312572 | Time: 2314.38 ms
[2022-03-22 05:48:19 main:574] : INFO : Epoch 2000 | loss: 0.030932 | val_loss: 0.0312594 | Time: 2276.91 ms
[2022-03-22 05:48:21 main:574] : INFO : Epoch 2001 | loss: 0.0309391 | val_loss: 0.0312242 | Time: 2262.31 ms
[2022-03-22 05:48:24 main:574] : INFO : Epoch 2002 | loss: 0.0309279 | val_loss: 0.0312427 | Time: 2300.56 ms
[2022-03-22 05:48:26 main:574] : INFO : Epoch 2003 | loss: 0.0309254 | val_loss: 0.031284 | Time: 2325.47 ms
[2022-03-22 05:48:28 main:574] : INFO : Epoch 2004 | loss: 0.030936 | val_loss: 0.0312171 | Time: 2345.92 ms
[2022-03-22 05:48:31 main:574] : INFO : Epoch 2005 | loss: 0.0309589 | val_loss: 0.0312498 | Time: 2312.98 ms
[2022-03-22 05:48:33 main:574] : INFO : Epoch 2006 | loss: 0.0309564 | val_loss: 0.0312401 | Time: 2282.18 ms
[2022-03-22 05:48:35 main:574] : INFO : Epoch 2007 | loss: 0.0309445 | val_loss: 0.0312407 | Time: 2283.2 ms
[2022-03-22 05:48:37 main:574] : INFO : Epoch 2008 | loss: 0.0309423 | val_loss: 0.0312447 | Time: 2277.91 ms
[2022-03-22 05:48:40 main:574] : INFO : Epoch 2009 | loss: 0.0309387 | val_loss: 0.0312329 | Time: 2266.11 ms
[2022-03-22 05:48:42 main:574] : INFO : Epoch 2010 | loss: 0.0309345 | val_loss: 0.0312466 | Time: 2247.8 ms
[2022-03-22 05:48:44 main:574] : INFO : Epoch 2011 | loss: 0.0309692 | val_loss: 0.0312523 | Time: 2264.77 ms
[2022-03-22 05:48:46 main:574] : INFO : Epoch 2012 | loss: 0.0309648 | val_loss: 0.0312308 | Time: 2259.65 ms
[2022-03-22 05:48:49 main:574] : INFO : Epoch 2013 | loss: 0.0309556 | val_loss: 0.0312627 | Time: 2286 ms
[2022-03-22 05:48:51 main:574] : INFO : Epoch 2014 | loss: 0.0309479 | val_loss: 0.0312397 | Time: 2274.19 ms
[2022-03-22 05:48:53 main:574] : INFO : Epoch 2015 | loss: 0.0309483 | val_loss: 0.0311928 | Time: 2279.46 ms
[2022-03-22 05:48:56 main:574] : INFO : Epoch 2016 | loss: 0.0309395 | val_loss: 0.0312404 | Time: 2274.62 ms
[2022-03-22 05:48:58 main:574] : INFO : Epoch 2017 | loss: 0.0309297 | val_loss: 0.0312495 | Time: 2288.26 ms
[2022-03-22 05:49:00 main:574] : INFO : Epoch 2018 | loss: 0.0309673 | val_loss: 0.0312111 | Time: 2274.87 ms
[2022-03-22 05:49:02 main:574] : INFO : Epoch 2019 | loss: 0.0309674 | val_loss: 0.031214 | Time: 2230.93 ms
[2022-03-22 05:49:05 main:574] : INFO : Epoch 2020 | loss: 0.0309597 | val_loss: 0.0312139 | Time: 2226.13 ms
[2022-03-22 05:49:07 main:574] : INFO : Epoch 2021 | loss: 0.0309444 | val_loss: 0.0312192 | Time: 2235.73 ms
[2022-03-22 05:49:09 main:574] : INFO : Epoch 2022 | loss: 0.0309376 | val_loss: 0.0312429 | Time: 2245.18 ms
[2022-03-22 05:49:11 main:574] : INFO : Epoch 2023 | loss: 0.0309351 | val_loss: 0.0312726 | Time: 2267.43 ms
[2022-03-22 05:49:14 main:574] : INFO : Epoch 2024 | loss: 0.030935 | val_loss: 0.0312299 | Time: 2312.8 ms
[2022-03-22 05:49:16 main:574] : INFO : Epoch 2025 | loss: 0.030938 | val_loss: 0.0312317 | Time: 2270.05 ms
[2022-03-22 05:49:18 main:574] : INFO : Epoch 2026 | loss: 0.0309467 | val_loss: 0.031212 | Time: 2263.14 ms
[2022-03-22 05:49:21 main:574] : INFO : Epoch 2027 | loss: 0.0309447 | val_loss: 0.0312292 | Time: 2297.08 ms
[2022-03-22 05:49:23 main:574] : INFO : Epoch 2028 | loss: 0.0309378 | val_loss: 0.0312826 | Time: 2274.62 ms
[2022-03-22 05:49:25 main:574] : INFO : Epoch 2029 | loss: 0.0309375 | val_loss: 0.0312388 | Time: 2271.62 ms
[2022-03-22 05:49:27 main:574] : INFO : Epoch 2030 | loss: 0.0309383 | val_loss: 0.0312095 | Time: 2261.95 ms
[2022-03-22 05:49:30 main:574] : INFO : Epoch 2031 | loss: 0.0309806 | val_loss: 0.0311798 | Time: 2262.02 ms
[2022-03-22 05:49:32 main:574] : INFO : Epoch 2032 | loss: 0.0309907 | val_loss: 0.0312135 | Time: 2261.82 ms
[2022-03-22 05:49:34 main:574] : INFO : Epoch 2033 | loss: 0.0309726 | val_loss: 0.0312032 | Time: 2272.57 ms
[2022-03-22 05:49:36 main:574] : INFO : Epoch 2034 | loss: 0.0309477 | val_loss: 0.0312243 | Time: 2285.49 ms
[2022-03-22 05:49:39 main:574] : INFO : Epoch 2035 | loss: 0.0309348 | val_loss: 0.0312376 | Time: 2274.13 ms
[2022-03-22 05:49:41 main:574] : INFO : Epoch 2036 | loss: 0.0309346 | val_loss: 0.0312581 | Time: 2237.62 ms
[2022-03-22 05:49:43 main:574] : INFO : Epoch 2037 | loss: 0.0309397 | val_loss: 0.031244 | Time: 2222.8 ms
[2022-03-22 05:49:46 main:574] : INFO : Epoch 2038 | loss: 0.0309438 | val_loss: 0.0312386 | Time: 2252.95 ms
[2022-03-22 05:49:48 main:574] : INFO : Epoch 2039 | loss: 0.0309403 | val_loss: 0.0312187 | Time: 2285.62 ms
[2022-03-22 05:49:50 main:574] : INFO : Epoch 2040 | loss: 0.0309354 | val_loss: 0.0312351 | Time: 2263.12 ms
[2022-03-22 05:49:52 main:574] : INFO : Epoch 2041 | loss: 0.0309348 | val_loss: 0.0312643 | Time: 2326.01 ms
[2022-03-22 05:49:55 main:574] : INFO : Epoch 2042 | loss: 0.0309378 | val_loss: 0.031269 | Time: 2288.85 ms
[2022-03-22 05:49:57 main:574] : INFO : Epoch 2043 | loss: 0.0309404 | val_loss: 0.0312274 | Time: 2289.2 ms
[2022-03-22 05:49:59 main:574] : INFO : Epoch 2044 | loss: 0.0309343 | val_loss: 0.0312661 | Time: 2273.44 ms
[2022-03-22 05:50:02 main:574] : INFO : Epoch 2045 | loss: 0.0309285 | val_loss: 0.0312401 | Time: 2270.05 ms
[2022-03-22 05:50:04 main:574] : INFO : Epoch 2046 | loss: 0.0309413 | val_loss: 0.0312103 | Time: 2236.93 ms
[2022-03-22 05:50:06 main:574] : INFO : Epoch 2047 | loss: 0.0309346 | val_loss: 0.0312556 | Time: 2275.04 ms
[2022-03-22 05:50:08 main:574] : INFO : Epoch 2048 | loss: 0.0309394 | val_loss: 0.0312122 | Time: 2243.82 ms
[2022-03-22 05:50:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312122
[2022-03-22 05:50:08 main:603] : INFO : Saving end state to config to file
[2022-03-22 05:50:08 main:608] : INFO : Success, exiting..
05:50:08 (12220): 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)