Task 14624338
| Name | ParityModified-1647046400-30878-2-0_1 |
| Workunit | 11574864 |
| Created | 18 Apr 2022, 22:15:18 UTC |
| Sent | 18 Apr 2022, 22:15:53 UTC |
| Report deadline | 26 Apr 2022, 22:15:53 UTC |
| Received | 24 Apr 2022, 8:24:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 26 min |
| CPU time | 1 hours 25 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,095.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> ms [2022-04-24 02:02:45 main:581] : INFO : Epoch 1538 | loss: 0.0310513 | val_loss: 0.0312517 | Time: 2531.14 ms [2022-04-24 02:02:47 main:581] : INFO : Epoch 1539 | loss: 0.0310584 | val_loss: 0.0312439 | Time: 2527.92 ms [2022-04-24 02:02:50 main:581] : INFO : Epoch 1540 | loss: 0.0310682 | val_loss: 0.0312164 | Time: 2524.05 ms [2022-04-24 02:02:52 main:581] : INFO : Epoch 1541 | loss: 0.0310856 | val_loss: 0.0312186 | Time: 2530.76 ms [2022-04-24 02:02:55 main:581] : INFO : Epoch 1542 | loss: 0.031073 | val_loss: 0.0312242 | Time: 2529.21 ms [2022-04-24 02:02:57 main:581] : INFO : Epoch 1543 | loss: 0.0310662 | val_loss: 0.0312414 | Time: 2526.6 ms [2022-04-24 02:03:00 main:581] : INFO : Epoch 1544 | loss: 0.0310601 | val_loss: 0.0312261 | Time: 2528.99 ms [2022-04-24 02:03:02 main:581] : INFO : Epoch 1545 | loss: 0.0310746 | val_loss: 0.0312256 | Time: 2532.75 ms [2022-04-24 02:03:05 main:581] : INFO : Epoch 1546 | loss: 0.0310695 | val_loss: 0.031249 | Time: 2531.29 ms [2022-04-24 02:03:07 main:581] : INFO : Epoch 1547 | loss: 0.0310611 | val_loss: 0.0312361 | Time: 2530.74 ms [2022-04-24 02:03:10 main:581] : INFO : Epoch 1548 | loss: 0.0310584 | val_loss: 0.0312403 | Time: 2530.52 ms [2022-04-24 02:03:12 main:581] : INFO : Epoch 1549 | loss: 0.0310603 | val_loss: 0.0312317 | Time: 2530.75 ms [2022-04-24 02:03:15 main:581] : INFO : Epoch 1550 | loss: 0.0310561 | val_loss: 0.0312367 | Time: 2529.53 ms [2022-04-24 02:03:17 main:581] : INFO : Epoch 1551 | loss: 0.031058 | val_loss: 0.0312305 | Time: 2531.63 ms [2022-04-24 02:03:20 main:581] : INFO : Epoch 1552 | loss: 0.0310517 | val_loss: 0.0312476 | Time: 2532.47 ms [2022-04-24 02:03:22 main:581] : INFO : Epoch 1553 | loss: 0.0310621 | val_loss: 0.0312437 | Time: 2531.92 ms [2022-04-24 02:03:25 main:581] : INFO : Epoch 1554 | loss: 0.0310574 | val_loss: 0.0312391 | Time: 2528 ms [2022-04-24 02:03:28 main:581] : INFO : Epoch 1555 | loss: 0.0310614 | val_loss: 0.0312414 | Time: 2528.76 ms [2022-04-24 02:03:30 main:581] : INFO : Epoch 1556 | loss: 0.0310544 | val_loss: 0.0312424 | Time: 2532.11 ms [2022-04-24 02:03:33 main:581] : INFO : Epoch 1557 | loss: 0.0310536 | val_loss: 0.0312316 | Time: 2528.59 ms [2022-04-24 02:03:35 main:581] : INFO : Epoch 1558 | loss: 0.0310514 | val_loss: 0.0312359 | Time: 2533.36 ms [2022-04-24 02:03:38 main:581] : INFO : Epoch 1559 | loss: 0.0310484 | val_loss: 0.0312499 | Time: 2530.64 ms [2022-04-24 02:03:40 main:581] : INFO : Epoch 1560 | loss: 0.0310502 | val_loss: 0.0312472 | Time: 2529.41 ms [2022-04-24 02:03:43 main:581] : INFO : Epoch 1561 | loss: 0.0310455 | val_loss: 0.0312457 | Time: 2531.57 ms [2022-04-24 02:03:45 main:581] : INFO : Epoch 1562 | loss: 0.0310453 | val_loss: 0.0312616 | Time: 2529.3 ms [2022-04-24 02:03:48 main:581] : INFO : Epoch 1563 | loss: 0.0310564 | val_loss: 0.0312319 | Time: 2533.15 ms [2022-04-24 02:03:50 main:581] : INFO : Epoch 1564 | loss: 0.0310588 | val_loss: 0.0312394 | Time: 2528.21 ms [2022-04-24 02:03:53 main:581] : INFO : Epoch 1565 | loss: 0.0310564 | val_loss: 0.0312593 | Time: 2525.85 ms [2022-04-24 02:03:55 main:581] : INFO : Epoch 1566 | loss: 0.031053 | val_loss: 0.0312437 | Time: 2528.31 ms [2022-04-24 02:03:58 main:581] : INFO : Epoch 1567 | loss: 0.0310503 | val_loss: 0.0312234 | Time: 2531.44 ms [2022-04-24 02:04:00 main:581] : INFO : Epoch 1568 | loss: 0.0310525 | val_loss: 0.0312267 | Time: 2531.1 ms [2022-04-24 02:04:03 main:581] : INFO : Epoch 1569 | loss: 0.0310523 | val_loss: 0.031238 | Time: 2526.82 ms [2022-04-24 02:04:06 main:581] : INFO : Epoch 1570 | loss: 0.0310505 | val_loss: 0.0312517 | Time: 2531.6 ms [2022-04-24 02:04:08 main:581] : INFO : Epoch 1571 | loss: 0.0310593 | val_loss: 0.0312338 | Time: 2528.96 ms [2022-04-24 02:04:11 main:581] : INFO : Epoch 1572 | loss: 0.0310499 | val_loss: 0.0312595 | Time: 2530.41 ms [2022-04-24 02:04:13 main:581] : INFO : Epoch 1573 | loss: 0.0310463 | val_loss: 0.0312337 | Time: 2527.15 ms [2022-04-24 02:04:16 main:581] : INFO : Epoch 1574 | loss: 0.0310638 | val_loss: 0.031249 | Time: 2526.93 ms [2022-04-24 02:04:18 main:581] : INFO : Epoch 1575 | loss: 0.0310625 | val_loss: 0.0312207 | Time: 2529.99 ms [2022-04-24 02:04:21 main:581] : INFO : Epoch 1576 | loss: 0.031052 | val_loss: 0.0312296 | Time: 2528.04 ms [2022-04-24 02:04:23 main:581] : INFO : Epoch 1577 | loss: 0.0310511 | val_loss: 0.0312367 | Time: 2531.16 ms [2022-04-24 02:04:26 main:581] : INFO : Epoch 1578 | loss: 0.0310502 | val_loss: 0.0312337 | Time: 2529.51 ms [2022-04-24 02:04:28 main:581] : INFO : Epoch 1579 | loss: 0.0310475 | val_loss: 0.031255 | Time: 2533.2 ms [2022-04-24 02:04:31 main:581] : INFO : Epoch 1580 | loss: 0.0310487 | val_loss: 0.0312569 | Time: 2529.56 ms [2022-04-24 02:04:33 main:581] : INFO : Epoch 1581 | loss: 0.0310551 | val_loss: 0.0312357 | Time: 2523.71 ms [2022-04-24 02:04:36 main:581] : INFO : Epoch 1582 | loss: 0.0310489 | val_loss: 0.0312396 | Time: 2531.68 ms [2022-04-24 02:04:38 main:581] : INFO : Epoch 1583 | loss: 0.0310508 | val_loss: 0.0312362 | Time: 2532.38 ms [2022-04-24 02:04:41 main:581] : INFO : Epoch 1584 | loss: 0.03105 | val_loss: 0.0312435 | Time: 2529.82 ms [2022-04-24 02:04:43 main:581] : INFO : Epoch 1585 | loss: 0.0310446 | val_loss: 0.0312674 | Time: 2529.16 ms [2022-04-24 02:04:46 main:581] : INFO : Epoch 1586 | loss: 0.0310461 | val_loss: 0.0312544 | Time: 2529.22 ms [2022-04-24 02:04:49 main:581] : INFO : Epoch 1587 | loss: 0.0310426 | val_loss: 0.0312542 | Time: 2529.4 ms [2022-04-24 02:04:51 main:581] : INFO : Epoch 1588 | loss: 0.0310421 | val_loss: 0.0312459 | Time: 2523.73 ms [2022-04-24 02:04:54 main:581] : INFO : Epoch 1589 | loss: 0.0310439 | val_loss: 0.0312457 | Time: 2529.38 ms [2022-04-24 02:04:56 main:581] : INFO : Epoch 1590 | loss: 0.0310525 | val_loss: 0.0312545 | Time: 2529.23 ms [2022-04-24 02:04:59 main:581] : INFO : Epoch 1591 | loss: 0.031058 | val_loss: 0.031241 | Time: 2535.87 ms [2022-04-24 02:05:01 main:581] : INFO : Epoch 1592 | loss: 0.0310582 | val_loss: 0.0312522 | Time: 2530.64 ms [2022-04-24 02:05:04 main:581] : INFO : Epoch 1593 | loss: 0.0310549 | val_loss: 0.0312641 | Time: 2526.52 ms [2022-04-24 02:05:06 main:581] : INFO : Epoch 1594 | loss: 0.031059 | val_loss: 0.0312224 | Time: 2525.18 ms [2022-04-24 02:05:09 main:581] : INFO : Epoch 1595 | loss: 0.031062 | val_loss: 0.0312401 | Time: 2534.32 ms [2022-04-24 02:05:11 main:581] : INFO : Epoch 1596 | loss: 0.0310549 | val_loss: 0.031261 | Time: 2527.66 ms [2022-04-24 02:05:14 main:581] : INFO : Epoch 1597 | loss: 0.0310561 | val_loss: 0.0312237 | Time: 2527.85 ms [2022-04-24 02:05:16 main:581] : INFO : Epoch 1598 | loss: 0.0310528 | val_loss: 0.0312347 | Time: 2531.47 ms [2022-04-24 02:05:19 main:581] : INFO : Epoch 1599 | loss: 0.0310479 | val_loss: 0.0312588 | Time: 2530.27 ms [2022-04-24 02:05:21 main:581] : INFO : Epoch 1600 | loss: 0.0310449 | val_loss: 0.0312517 | Time: 2527.62 ms [2022-04-24 02:05:24 main:581] : INFO : Epoch 1601 | loss: 0.0310505 | val_loss: 0.0312282 | Time: 2532.06 ms [2022-04-24 02:05:26 main:581] : INFO : Epoch 1602 | loss: 0.0310499 | val_loss: 0.0312564 | Time: 2529.77 ms [2022-04-24 02:05:29 main:581] : INFO : Epoch 1603 | loss: 0.0310448 | val_loss: 0.0312453 | Time: 2527.6 ms [2022-04-24 02:05:32 main:581] : INFO : Epoch 1604 | loss: 0.0310515 | val_loss: 0.0312328 | Time: 2534.41 ms [2022-04-24 02:05:34 main:581] : INFO : Epoch 1605 | loss: 0.0310479 | val_loss: 0.0312585 | Time: 2529.45 ms [2022-04-24 02:05:37 main:581] : INFO : Epoch 1606 | loss: 0.031046 | val_loss: 0.0312405 | Time: 2527.37 ms [2022-04-24 02:05:39 main:581] : INFO : Epoch 1607 | loss: 0.0310443 | val_loss: 0.0312622 | Time: 2529.11 ms [2022-04-24 02:05:42 main:581] : INFO : Epoch 1608 | loss: 0.0310413 | val_loss: 0.0312412 | Time: 2530.64 ms [2022-04-24 02:05:44 main:581] : INFO : Epoch 1609 | loss: 0.0310418 | val_loss: 0.0312371 | Time: 2530.97 ms [2022-04-24 02:05:47 main:581] : INFO : Epoch 1610 | loss: 0.0310411 | val_loss: 0.0312585 | Time: 2529.69 ms [2022-04-24 02:05:49 main:581] : INFO : Epoch 1611 | loss: 0.0310381 | val_loss: 0.0312471 | Time: 2527.36 ms [2022-04-24 02:05:52 main:581] : INFO : Epoch 1612 | loss: 0.0310391 | val_loss: 0.031236 | Time: 2528.94 ms [2022-04-24 02:05:54 main:581] : INFO : Epoch 1613 | loss: 0.0310508 | val_loss: 0.0312634 | Time: 2527.55 ms [2022-04-24 02:05:57 main:581] : INFO : Epoch 1614 | loss: 0.0310546 | val_loss: 0.0312255 | Time: 2529 ms [2022-04-24 02:05:59 main:581] : INFO : Epoch 1615 | loss: 0.0310654 | val_loss: 0.0312341 | Time: 2528.59 ms [2022-04-24 02:06:02 main:581] : INFO : Epoch 1616 | loss: 0.0310649 | val_loss: 0.0312341 | Time: 2532.02 ms [2022-04-24 02:06:04 main:581] : INFO : Epoch 1617 | loss: 0.0310637 | val_loss: 0.0312378 | Time: 2529.1 ms [2022-04-24 02:06:07 main:581] : INFO : Epoch 1618 | loss: 0.0310579 | val_loss: 0.0312384 | Time: 2524.89 ms [2022-04-24 02:06:09 main:581] : INFO : Epoch 1619 | loss: 0.0310528 | val_loss: 0.0312405 | Time: 2533.24 ms [2022-04-24 02:06:12 main:581] : INFO : Epoch 1620 | loss: 0.0310527 | val_loss: 0.0312515 | Time: 2528.23 ms [2022-04-24 02:06:15 main:581] : INFO : Epoch 1621 | loss: 0.0310472 | val_loss: 0.031246 | Time: 2532.94 ms [2022-04-24 02:06:17 main:581] : INFO : Epoch 1622 | loss: 0.0310479 | val_loss: 0.0312567 | Time: 2527.13 ms [2022-04-24 02:06:20 main:581] : INFO : Epoch 1623 | loss: 0.0310544 | val_loss: 0.0312324 | Time: 2530.75 ms [2022-04-24 02:06:22 main:581] : INFO : Epoch 1624 | loss: 0.0310511 | val_loss: 0.0312365 | Time: 2529 ms [2022-04-24 02:06:25 main:581] : INFO : Epoch 1625 | loss: 0.0310441 | val_loss: 0.0312494 | Time: 2525.93 ms [2022-04-24 02:06:27 main:581] : INFO : Epoch 1626 | loss: 0.0310472 | val_loss: 0.0312364 | Time: 2526.48 ms [2022-04-24 02:06:30 main:581] : INFO : Epoch 1627 | loss: 0.0310536 | val_loss: 0.0312331 | Time: 2531.27 ms [2022-04-24 02:06:32 main:581] : INFO : Epoch 1628 | loss: 0.03105 | val_loss: 0.0312429 | Time: 2530.9 ms [2022-04-24 02:06:35 main:581] : INFO : Epoch 1629 | loss: 0.0310482 | val_loss: 0.0312337 | Time: 2529.71 ms [2022-04-24 02:06:37 main:581] : INFO : Epoch 1630 | loss: 0.0310487 | val_loss: 0.0312415 | Time: 2531.88 ms [2022-04-24 02:06:40 main:581] : INFO : Epoch 1631 | loss: 0.0310546 | val_loss: 0.0312356 | Time: 2529.06 ms [2022-04-24 02:06:42 main:581] : INFO : Epoch 1632 | loss: 0.0310436 | val_loss: 0.0312634 | Time: 2533.77 ms [2022-04-24 02:06:45 main:581] : INFO : Epoch 1633 | loss: 0.0310434 | val_loss: 0.0312539 | Time: 2531.3 ms [2022-04-24 02:06:47 main:581] : INFO : Epoch 1634 | loss: 0.0310537 | val_loss: 0.0312287 | Time: 2525.48 ms [2022-04-24 02:06:50 main:581] : INFO : Epoch 1635 | loss: 0.0310625 | val_loss: 0.0312431 | Time: 2532.61 ms [2022-04-24 02:06:52 main:581] : INFO : Epoch 1636 | loss: 0.0310557 | val_loss: 0.0312346 | Time: 2530.44 ms [2022-04-24 02:06:55 main:581] : INFO : Epoch 1637 | loss: 0.0310533 | val_loss: 0.0312331 | Time: 2528.08 ms [2022-04-24 02:06:58 main:581] : INFO : Epoch 1638 | loss: 0.0310578 | val_loss: 0.0312457 | Time: 2535.05 ms [2022-04-24 02:07:00 main:581] : INFO : Epoch 1639 | loss: 0.0310568 | val_loss: 0.0312428 | Time: 2533.69 ms [2022-04-24 02:07:03 main:581] : INFO : Epoch 1640 | loss: 0.0310529 | val_loss: 0.0312412 | Time: 2530.61 ms [2022-04-24 02:07:05 main:581] : INFO : Epoch 1641 | loss: 0.0310536 | val_loss: 0.0312441 | Time: 2529.51 ms [2022-04-24 02:07:08 main:581] : INFO : Epoch 1642 | loss: 0.0310762 | val_loss: 0.0312146 | Time: 2531.9 ms [2022-04-24 02:07:10 main:581] : INFO : Epoch 1643 | loss: 0.031069 | val_loss: 0.0312339 | Time: 2532.05 ms [2022-04-24 02:07:13 main:581] : INFO : Epoch 1644 | loss: 0.0310646 | val_loss: 0.0312341 | Time: 2531.07 ms [2022-04-24 02:07:15 main:581] : INFO : Epoch 1645 | loss: 0.0310595 | val_loss: 0.0312183 | Time: 2526.28 ms [2022-04-24 02:07:18 main:581] : INFO : Epoch 1646 | loss: 0.0310496 | val_loss: 0.031259 | Time: 2534.27 ms [2022-04-24 02:07:20 main:581] : INFO : Epoch 1647 | loss: 0.0310481 | val_loss: 0.031243 | Time: 2533.28 ms [2022-04-24 02:07:23 main:581] : INFO : Epoch 1648 | loss: 0.0310501 | val_loss: 0.0312483 | Time: 2529.8 ms [2022-04-24 02:07:25 main:581] : INFO : Epoch 1649 | loss: 0.0310453 | val_loss: 0.0312441 | Time: 2528.3 ms [2022-04-24 02:07:28 main:581] : INFO : Epoch 1650 | loss: 0.031053 | val_loss: 0.0312465 | Time: 2531.59 ms [2022-04-24 02:07:30 main:581] : INFO : Epoch 1651 | loss: 0.0310486 | val_loss: 0.0312397 | Time: 2532 ms [2022-04-24 02:07:33 main:581] : INFO : Epoch 1652 | loss: 0.0310588 | val_loss: 0.031237 | Time: 2530.7 ms [2022-04-24 02:07:36 main:581] : INFO : Epoch 1653 | loss: 0.0310565 | val_loss: 0.0312459 | Time: 2534.58 ms [2022-04-24 02:07:38 main:581] : INFO : Epoch 1654 | loss: 0.0310527 | val_loss: 0.0312405 | Time: 2532.6 ms [2022-04-24 02:07:41 main:581] : INFO : Epoch 1655 | loss: 0.031047 | val_loss: 0.0312349 | Time: 2532.55 ms [2022-04-24 02:07:43 main:581] : INFO : Epoch 1656 | loss: 0.0310429 | val_loss: 0.0312493 | Time: 2528.51 ms [2022-04-24 02:07:46 main:581] : INFO : Epoch 1657 | loss: 0.0310442 | val_loss: 0.0312492 | Time: 2526.37 ms [2022-04-24 02:07:48 main:581] : INFO : Epoch 1658 | loss: 0.0310469 | val_loss: 0.0312427 | Time: 2536.5 ms [2022-04-24 02:07:51 main:581] : INFO : Epoch 1659 | loss: 0.0310589 | val_loss: 0.031239 | Time: 2530.7 ms [2022-04-24 02:07:53 main:581] : INFO : Epoch 1660 | loss: 0.0310656 | val_loss: 0.0312282 | Time: 2535.09 ms [2022-04-24 02:07:56 main:581] : INFO : Epoch 1661 | loss: 0.0310515 | val_loss: 0.031244 | Time: 2532.17 ms [2022-04-24 02:07:58 main:581] : INFO : Epoch 1662 | loss: 0.0310518 | val_loss: 0.0312439 | Time: 2530.95 ms [2022-04-24 02:08:01 main:581] : INFO : Epoch 1663 | loss: 0.0310514 | val_loss: 0.0312478 | Time: 2535.01 ms [2022-04-24 02:08:03 main:581] : INFO : Epoch 1664 | loss: 0.0310516 | val_loss: 0.0312726 | Time: 2531.3 ms [2022-04-24 02:08:06 main:581] : INFO : Epoch 1665 | loss: 0.0310562 | val_loss: 0.0312393 | Time: 2532.26 ms [2022-04-24 02:08:08 main:581] : INFO : Epoch 1666 | loss: 0.0310628 | val_loss: 0.0312297 | Time: 2533.03 ms [2022-04-24 02:08:11 main:581] : INFO : Epoch 1667 | loss: 0.0310562 | val_loss: 0.0312448 | Time: 2533.57 ms [2022-04-24 02:08:14 main:581] : INFO : Epoch 1668 | loss: 0.0310553 | val_loss: 0.0312267 | Time: 2535.68 ms [2022-04-24 02:08:16 main:581] : INFO : Epoch 1669 | loss: 0.0310476 | val_loss: 0.0312341 | Time: 2532.15 ms [2022-04-24 02:08:19 main:581] : INFO : Epoch 1670 | loss: 0.0310544 | val_loss: 0.0312516 | Time: 2527.35 ms [2022-04-24 02:08:21 main:581] : INFO : Epoch 1671 | loss: 0.0310493 | val_loss: 0.0312522 | Time: 2531.31 ms [2022-04-24 02:08:24 main:581] : INFO : Epoch 1672 | loss: 0.0310439 | val_loss: 0.0312776 | Time: 2530.33 ms [2022-04-24 02:08:26 main:581] : INFO : Epoch 1673 | loss: 0.0310398 | val_loss: 0.0312704 | Time: 2531.12 ms [2022-04-24 02:08:29 main:581] : INFO : Epoch 1674 | loss: 0.0310414 | val_loss: 0.0312681 | Time: 2531.04 ms [2022-04-24 02:08:31 main:581] : INFO : Epoch 1675 | loss: 0.0310381 | val_loss: 0.0312778 | Time: 2534 ms [2022-04-24 02:08:34 main:581] : INFO : Epoch 1676 | loss: 0.0310368 | val_loss: 0.0312464 | Time: 2531.03 ms [2022-04-24 02:08:36 main:581] : INFO : Epoch 1677 | loss: 0.0310488 | val_loss: 0.0312294 | Time: 2530.06 ms [2022-04-24 02:08:39 main:581] : INFO : Epoch 1678 | loss: 0.0310476 | val_loss: 0.0312485 | Time: 2529.26 ms [2022-04-24 02:08:41 main:581] : INFO : Epoch 1679 | loss: 0.0310624 | val_loss: 0.0312671 | Time: 2537.03 ms [2022-04-24 02:08:44 main:581] : INFO : Epoch 1680 | loss: 0.0310572 | val_loss: 0.0312593 | Time: 2531.62 ms [2022-04-24 02:08:46 main:581] : INFO : Epoch 1681 | loss: 0.0310491 | val_loss: 0.0312467 | Time: 2534.54 ms [2022-04-24 02:08:49 main:581] : INFO : Epoch 1682 | loss: 0.0310509 | val_loss: 0.0312502 | Time: 2535.32 ms [2022-04-24 02:08:51 main:581] : INFO : Epoch 1683 | loss: 0.0310458 | val_loss: 0.0312324 | Time: 2534.24 ms [2022-04-24 02:08:54 main:581] : INFO : Epoch 1684 | loss: 0.0310409 | val_loss: 0.0312698 | Time: 2533.04 ms [2022-04-24 02:08:57 main:581] : INFO : Epoch 1685 | loss: 0.0310502 | val_loss: 0.0312446 | Time: 2534.56 ms [2022-04-24 02:08:59 main:581] : INFO : Epoch 1686 | loss: 0.0310453 | val_loss: 0.0312548 | Time: 2528.32 ms [2022-04-24 02:09:02 main:581] : INFO : Epoch 1687 | loss: 0.0310375 | val_loss: 0.0312666 | Time: 2538.13 ms [2022-04-24 02:09:04 main:581] : INFO : Epoch 1688 | loss: 0.0310376 | val_loss: 0.0312495 | Time: 2531.69 ms [2022-04-24 02:09:07 main:581] : INFO : Epoch 1689 | loss: 0.0310394 | val_loss: 0.0312687 | Time: 2532.66 ms [2022-04-24 02:09:09 main:581] : INFO : Epoch 1690 | loss: 0.0310422 | val_loss: 0.0312492 | Time: 2531.91 ms [2022-04-24 02:09:12 main:581] : INFO : Epoch 1691 | loss: 0.0310426 | val_loss: 0.0312471 | Time: 2532.48 ms [2022-04-24 02:09:14 main:581] : INFO : Epoch 1692 | loss: 0.0310433 | val_loss: 0.031266 | Time: 2482.01 ms [2022-04-24 02:09:17 main:581] : INFO : Epoch 1693 | loss: 0.0310405 | val_loss: 0.0312576 | Time: 2467.17 ms [2022-04-24 02:09:19 main:581] : INFO : Epoch 1694 | loss: 0.0310507 | val_loss: 0.0312285 | Time: 2463.76 ms [2022-04-24 02:09:22 main:581] : INFO : Epoch 1695 | loss: 0.0310479 | val_loss: 0.0312503 | Time: 2471.63 ms [2022-04-24 02:09:24 main:581] : INFO : Epoch 1696 | loss: 0.0310448 | val_loss: 0.0312583 | Time: 2468.01 ms [2022-04-24 02:09:27 main:581] : INFO : Epoch 1697 | loss: 0.0310539 | val_loss: 0.0312177 | Time: 2470.49 ms [2022-04-24 02:09:29 main:581] : INFO : Epoch 1698 | loss: 0.0310612 | val_loss: 0.0312836 | Time: 2472.91 ms [2022-04-24 02:09:32 main:581] : INFO : Epoch 1699 | loss: 0.0310553 | val_loss: 0.0312279 | Time: 2463.43 ms [2022-04-24 02:09:34 main:581] : INFO : Epoch 1700 | loss: 0.0310519 | val_loss: 0.0312525 | Time: 2462.79 ms [2022-04-24 02:09:36 main:581] : INFO : Epoch 1701 | loss: 0.031046 | val_loss: 0.0312439 | Time: 2461.69 ms [2022-04-24 02:09:39 main:581] : INFO : Epoch 1702 | loss: 0.0310446 | val_loss: 0.0312462 | Time: 2467.5 ms [2022-04-24 02:09:41 main:581] : INFO : Epoch 1703 | loss: 0.0310703 | val_loss: 0.0312251 | Time: 2469.5 ms [2022-04-24 02:09:44 main:581] : INFO : Epoch 1704 | loss: 0.0310733 | val_loss: 0.0312138 | Time: 2464.87 ms [2022-04-24 02:09:46 main:581] : INFO : Epoch 1705 | loss: 0.0310705 | val_loss: 0.0312291 | Time: 2475.09 ms [2022-04-24 02:09:49 main:581] : INFO : Epoch 1706 | loss: 0.0310605 | val_loss: 0.0312383 | Time: 2474.28 ms [2022-04-24 02:09:51 main:581] : INFO : Epoch 1707 | loss: 0.0310564 | val_loss: 0.0312373 | Time: 2474.29 ms [2022-04-24 02:09:54 main:581] : INFO : Epoch 1708 | loss: 0.0310493 | val_loss: 0.031238 | Time: 2469.04 ms [2022-04-24 02:09:56 main:581] : INFO : Epoch 1709 | loss: 0.0310454 | val_loss: 0.0312611 | Time: 2468.12 ms [2022-04-24 02:09:59 main:581] : INFO : Epoch 1710 | loss: 0.0310442 | val_loss: 0.0312392 | Time: 2471.87 ms [2022-04-24 02:10:01 main:581] : INFO : Epoch 1711 | loss: 0.0310513 | val_loss: 0.0312262 | Time: 2473.48 ms [2022-04-24 02:10:04 main:581] : INFO : Epoch 1712 | loss: 0.0310588 | val_loss: 0.0312758 | Time: 2473.86 ms [2022-04-24 02:10:06 main:581] : INFO : Epoch 1713 | loss: 0.0310576 | val_loss: 0.0312199 | Time: 2468.75 ms [2022-04-24 02:10:09 main:581] : INFO : Epoch 1714 | loss: 0.0310408 | val_loss: 0.0312644 | Time: 2464.32 ms [2022-04-24 02:10:11 main:581] : INFO : Epoch 1715 | loss: 0.0310533 | val_loss: 0.0312112 | Time: 2463.09 ms [2022-04-24 02:10:14 main:581] : INFO : Epoch 1716 | loss: 0.0310692 | val_loss: 0.0312261 | Time: 2472.42 ms [2022-04-24 02:10:16 main:581] : INFO : Epoch 1717 | loss: 0.0310671 | val_loss: 0.0312416 | Time: 2470.1 ms [2022-04-24 02:10:18 main:581] : INFO : Epoch 1718 | loss: 0.0310598 | val_loss: 0.0312237 | Time: 2464.77 ms [2022-04-24 02:10:21 main:581] : INFO : Epoch 1719 | loss: 0.0310632 | val_loss: 0.0312315 | Time: 2477.29 ms [2022-04-24 02:10:23 main:581] : INFO : Epoch 1720 | loss: 0.0310579 | val_loss: 0.0312353 | Time: 2468.79 ms [2022-04-24 02:10:26 main:581] : INFO : Epoch 1721 | loss: 0.0310553 | val_loss: 0.0312425 | Time: 2463.37 ms [2022-04-24 02:10:28 main:581] : INFO : Epoch 1722 | loss: 0.0310536 | val_loss: 0.0312737 | Time: 2466.23 ms [2022-04-24 02:10:31 main:581] : INFO : Epoch 1723 | loss: 0.0310454 | val_loss: 0.0312287 | Time: 2471.24 ms [2022-04-24 02:10:33 main:581] : INFO : Epoch 1724 | loss: 0.0310489 | val_loss: 0.0312457 | Time: 2471.84 ms [2022-04-24 02:10:36 main:581] : INFO : Epoch 1725 | loss: 0.0310596 | val_loss: 0.0312485 | Time: 2466.15 ms [2022-04-24 02:10:38 main:581] : INFO : Epoch 1726 | loss: 0.0310564 | val_loss: 0.0312658 | Time: 2465.28 ms [2022-04-24 02:10:41 main:581] : INFO : Epoch 1727 | loss: 0.0310486 | val_loss: 0.031254 | Time: 2460.27 ms [2022-04-24 02:10:43 main:581] : INFO : Epoch 1728 | loss: 0.0310439 | val_loss: 0.0312584 | Time: 2467.86 ms [2022-04-24 02:10:46 main:581] : INFO : Epoch 1729 | loss: 0.0310415 | val_loss: 0.031257 | Time: 2468.34 ms [2022-04-24 02:10:48 main:581] : INFO : Epoch 1730 | loss: 0.0310432 | val_loss: 0.0312618 | Time: 2481.84 ms [2022-04-24 02:10:51 main:581] : INFO : Epoch 1731 | loss: 0.0310391 | val_loss: 0.0312399 | Time: 2466.9 ms [2022-04-24 02:10:53 main:581] : INFO : Epoch 1732 | loss: 0.0310378 | val_loss: 0.0312664 | Time: 2461.92 ms [2022-04-24 02:10:55 main:581] : INFO : Epoch 1733 | loss: 0.0310346 | val_loss: 0.0312414 | Time: 2467.6 ms [2022-04-24 02:10:58 main:581] : INFO : Epoch 1734 | loss: 0.031037 | val_loss: 0.0312477 | Time: 2473.85 ms [2022-04-24 02:11:00 main:581] : INFO : Epoch 1735 | loss: 0.0310369 | val_loss: 0.0312813 | Time: 2474.15 ms [2022-04-24 02:11:03 main:581] : INFO : Epoch 1736 | loss: 0.0310505 | val_loss: 0.0312561 | Time: 2473.31 ms [2022-04-24 02:11:05 main:581] : INFO : Epoch 1737 | loss: 0.0310699 | val_loss: 0.0312125 | Time: 2469.65 ms [2022-04-24 02:11:08 main:581] : INFO : Epoch 1738 | loss: 0.0311057 | val_loss: 0.0312171 | Time: 2466.63 ms [2022-04-24 02:11:10 main:581] : INFO : Epoch 1739 | loss: 0.0310929 | val_loss: 0.0312285 | Time: 2465.66 ms [2022-04-24 02:11:13 main:581] : INFO : Epoch 1740 | loss: 0.0310804 | val_loss: 0.0312182 | Time: 2473.35 ms [2022-04-24 02:11:15 main:581] : INFO : Epoch 1741 | loss: 0.031072 | val_loss: 0.0312386 | Time: 2469.69 ms [2022-04-24 02:11:18 main:581] : INFO : Epoch 1742 | loss: 0.0310568 | val_loss: 0.0312399 | Time: 2464.12 ms [2022-04-24 02:11:20 main:581] : INFO : Epoch 1743 | loss: 0.0310569 | val_loss: 0.03125 | Time: 2468.58 ms [2022-04-24 02:11:23 main:581] : INFO : Epoch 1744 | loss: 0.0310492 | val_loss: 0.0312383 | Time: 2467.64 ms [2022-04-24 02:11:25 main:581] : INFO : Epoch 1745 | loss: 0.0310549 | val_loss: 0.0312578 | Time: 2465.23 ms [2022-04-24 02:11:28 main:581] : INFO : Epoch 1746 | loss: 0.0310512 | val_loss: 0.0312509 | Time: 2461.89 ms [2022-04-24 02:11:30 main:581] : INFO : Epoch 1747 | loss: 0.031057 | val_loss: 0.0312464 | Time: 2472.93 ms [2022-04-24 02:11:33 main:581] : INFO : Epoch 1748 | loss: 0.0310612 | val_loss: 0.0312491 | Time: 2464.03 ms [2022-04-24 02:11:35 main:581] : INFO : Epoch 1749 | loss: 0.0310534 | val_loss: 0.0312568 | Time: 2469.5 ms [2022-04-24 02:11:37 main:581] : INFO : Epoch 1750 | loss: 0.0310438 | val_loss: 0.0312579 | Time: 2467.16 ms [2022-04-24 02:11:40 main:581] : INFO : Epoch 1751 | loss: 0.0310472 | val_loss: 0.031263 | Time: 2466.97 ms [2022-04-24 02:11:42 main:581] : INFO : Epoch 1752 | loss: 0.0310454 | val_loss: 0.0312561 | Time: 2463.05 ms [2022-04-24 02:11:45 main:581] : INFO : Epoch 1753 | loss: 0.0310426 | val_loss: 0.0312696 | Time: 2499.45 ms [2022-04-24 02:11:47 main:581] : INFO : Epoch 1754 | loss: 0.0310399 | val_loss: 0.0312478 | Time: 2524.38 ms [2022-04-24 02:11:50 main:581] : INFO : Epoch 1755 | loss: 0.0310377 | val_loss: 0.031253 | Time: 2517.68 ms [2022-04-24 02:11:52 main:581] : INFO : Epoch 1756 | loss: 0.0310365 | val_loss: 0.0312413 | Time: 2524.68 ms [2022-04-24 02:11:55 main:581] : INFO : Epoch 1757 | loss: 0.0310391 | val_loss: 0.0312872 | Time: 2523.52 ms [2022-04-24 02:11:57 main:581] : INFO : Epoch 1758 | loss: 0.0310364 | val_loss: 0.0312565 | Time: 2528.07 ms [2022-04-24 02:12:00 main:581] : INFO : Epoch 1759 | loss: 0.03104 | val_loss: 0.031257 | Time: 2528.69 ms [2022-04-24 02:12:03 main:581] : INFO : Epoch 1760 | loss: 0.0310426 | val_loss: 0.0312404 | Time: 2521.24 ms [2022-04-24 02:12:05 main:581] : INFO : Epoch 1761 | loss: 0.031042 | val_loss: 0.0312509 | Time: 2520.92 ms [2022-04-24 02:12:08 main:581] : INFO : Epoch 1762 | loss: 0.0310468 | val_loss: 0.0312402 | Time: 2528.1 ms [2022-04-24 02:12:10 main:581] : INFO : Epoch 1763 | loss: 0.0310414 | val_loss: 0.03126 | Time: 2522.09 ms [2022-04-24 02:12:13 main:581] : INFO : Epoch 1764 | loss: 0.0310357 | val_loss: 0.0312633 | Time: 2529.67 ms [2022-04-24 02:12:15 main:581] : INFO : Epoch 1765 | loss: 0.0310392 | val_loss: 0.0312318 | Time: 2524.05 ms [2022-04-24 02:12:18 main:581] : INFO : Epoch 1766 | loss: 0.0310407 | val_loss: 0.0312526 | Time: 2522.17 ms [2022-04-24 02:12:20 main:581] : INFO : Epoch 1767 | loss: 0.0310379 | val_loss: 0.0312436 | Time: 2527 ms [2022-04-24 02:12:23 main:581] : INFO : Epoch 1768 | loss: 0.0310343 | val_loss: 0.031252 | Time: 2524.66 ms [2022-04-24 02:12:25 main:581] : INFO : Epoch 1769 | loss: 0.031039 | val_loss: 0.0312517 | Time: 2525.49 ms [2022-04-24 02:12:28 main:581] : INFO : Epoch 1770 | loss: 0.0310385 | val_loss: 0.0312609 | Time: 2525.93 ms [2022-04-24 02:12:30 main:581] : INFO : Epoch 1771 | loss: 0.0310595 | val_loss: 0.0312315 | Time: 2528.58 ms [2022-04-24 02:12:33 main:581] : INFO : Epoch 1772 | loss: 0.0310717 | val_loss: 0.0312273 | Time: 2525.81 ms [2022-04-24 02:12:35 main:581] : INFO : Epoch 1773 | loss: 0.0310666 | val_loss: 0.031242 | Time: 2528.99 ms [2022-04-24 02:12:38 main:581] : INFO : Epoch 1774 | loss: 0.0310512 | val_loss: 0.0312544 | Time: 2530.79 ms [2022-04-24 02:12:40 main:581] : INFO : Epoch 1775 | loss: 0.0310455 | val_loss: 0.0312386 | Time: 2527.14 ms [2022-04-24 02:12:43 main:581] : INFO : Epoch 1776 | loss: 0.031044 | val_loss: 0.031246 | Time: 2531.94 ms [2022-04-24 02:12:46 main:581] : INFO : Epoch 1777 | loss: 0.0310412 | val_loss: 0.0312726 | Time: 2528.1 ms [2022-04-24 02:12:48 main:581] : INFO : Epoch 1778 | loss: 0.0310475 | val_loss: 0.0312424 | Time: 2525.47 ms [2022-04-24 02:12:51 main:581] : INFO : Epoch 1779 | loss: 0.0310471 | val_loss: 0.0312686 | Time: 2528.93 ms [2022-04-24 02:12:53 main:581] : INFO : Epoch 1780 | loss: 0.0310417 | val_loss: 0.0312451 | Time: 2528.59 ms [2022-04-24 02:12:56 main:581] : INFO : Epoch 1781 | loss: 0.0310407 | val_loss: 0.0312487 | Time: 2527.07 ms [2022-04-24 02:12:58 main:581] : INFO : Epoch 1782 | loss: 0.0310454 | val_loss: 0.0312499 | Time: 2532.85 ms [2022-04-24 02:13:01 main:581] : INFO : Epoch 1783 | loss: 0.0310468 | val_loss: 0.0312725 | Time: 2534.4 ms [2022-04-24 02:13:03 main:581] : INFO : Epoch 1784 | loss: 0.0310454 | val_loss: 0.0312609 | Time: 2526.33 ms [2022-04-24 02:13:06 main:581] : INFO : Epoch 1785 | loss: 0.031058 | val_loss: 0.0312476 | Time: 2533.62 ms [2022-04-24 02:13:08 main:581] : INFO : Epoch 1786 | loss: 0.031054 | val_loss: 0.0312324 | Time: 2527.03 ms [2022-04-24 02:13:11 main:581] : INFO : Epoch 1787 | loss: 0.0310517 | val_loss: 0.031257 | Time: 2526.44 ms [2022-04-24 02:13:13 main:581] : INFO : Epoch 1788 | loss: 0.0310447 | val_loss: 0.0312333 | Time: 2530.73 ms [2022-04-24 02:13:16 main:581] : INFO : Epoch 1789 | loss: 0.0310439 | val_loss: 0.0312371 | Time: 2527.21 ms [2022-04-24 02:13:18 main:581] : INFO : Epoch 1790 | loss: 0.0310423 | val_loss: 0.0312677 | Time: 2524.76 ms [2022-04-24 02:13:21 main:581] : INFO : Epoch 1791 | loss: 0.03104 | val_loss: 0.0312324 | Time: 2531.36 ms [2022-04-24 02:13:23 main:581] : INFO : Epoch 1792 | loss: 0.0310416 | val_loss: 0.031279 | Time: 2524.2 ms [2022-04-24 02:13:26 main:581] : INFO : Epoch 1793 | loss: 0.031043 | val_loss: 0.031251 | Time: 2522.24 ms [2022-04-24 02:13:28 main:581] : INFO : Epoch 1794 | loss: 0.0310404 | val_loss: 0.0312425 | Time: 2523.05 ms [2022-04-24 02:13:31 main:581] : INFO : Epoch 1795 | loss: 0.0310367 | val_loss: 0.0312562 | Time: 2527.99 ms [2022-04-24 02:13:34 main:581] : INFO : Epoch 1796 | loss: 0.0310314 | val_loss: 0.0312631 | Time: 2523.95 ms [2022-04-24 02:13:36 main:581] : INFO : Epoch 1797 | loss: 0.0310335 | val_loss: 0.0312373 | Time: 2524.62 ms [2022-04-24 02:13:39 main:581] : INFO : Epoch 1798 | loss: 0.0310331 | val_loss: 0.0312587 | Time: 2523.11 ms [2022-04-24 02:13:41 main:581] : INFO : Epoch 1799 | loss: 0.0310354 | val_loss: 0.0312571 | Time: 2532.1 ms [2022-04-24 02:13:44 main:581] : INFO : Epoch 1800 | loss: 0.0310305 | val_loss: 0.031279 | Time: 2525.92 ms [2022-04-24 02:13:46 main:581] : INFO : Epoch 1801 | loss: 0.031031 | val_loss: 0.0312371 | Time: 2527.38 ms [2022-04-24 02:13:49 main:581] : INFO : Epoch 1802 | loss: 0.0310295 | val_loss: 0.0312397 | Time: 2523.66 ms [2022-04-24 02:13:51 main:581] : INFO : Epoch 1803 | loss: 0.0310304 | val_loss: 0.0312723 | Time: 2521.88 ms [2022-04-24 02:13:54 main:581] : INFO : Epoch 1804 | loss: 0.0310367 | val_loss: 0.0312258 | Time: 2528.08 ms [2022-04-24 02:13:56 main:581] : INFO : Epoch 1805 | loss: 0.0310604 | val_loss: 0.0312319 | Time: 2527.3 ms [2022-04-24 02:13:59 main:581] : INFO : Epoch 1806 | loss: 0.0310564 | val_loss: 0.0312613 | Time: 2531.35 ms [2022-04-24 02:14:01 main:581] : INFO : Epoch 1807 | loss: 0.0310548 | val_loss: 0.0312321 | Time: 2527.6 ms [2022-04-24 02:14:04 main:581] : INFO : Epoch 1808 | loss: 0.0310566 | val_loss: 0.0312374 | Time: 2527.18 ms [2022-04-24 02:14:06 main:581] : INFO : Epoch 1809 | loss: 0.0310577 | val_loss: 0.0312454 | Time: 2524.35 ms [2022-04-24 02:14:09 main:581] : INFO : Epoch 1810 | loss: 0.0310488 | val_loss: 0.0312508 | Time: 2520.82 ms [2022-04-24 02:14:11 main:581] : INFO : Epoch 1811 | loss: 0.031048 | val_loss: 0.0312223 | Time: 2526.07 ms [2022-04-24 02:14:14 main:581] : INFO : Epoch 1812 | loss: 0.0310686 | val_loss: 0.031231 | Time: 2524.38 ms [2022-04-24 02:14:16 main:581] : INFO : Epoch 1813 | loss: 0.0310579 | val_loss: 0.0312398 | Time: 2526.93 ms [2022-04-24 02:14:19 main:581] : INFO : Epoch 1814 | loss: 0.0310527 | val_loss: 0.0312415 | Time: 2522.24 ms [2022-04-24 02:14:22 main:581] : INFO : Epoch 1815 | loss: 0.0310506 | val_loss: 0.0312373 | Time: 2529.36 ms [2022-04-24 02:14:24 main:581] : INFO : Epoch 1816 | loss: 0.0310665 | val_loss: 0.0312297 | Time: 2522.92 ms [2022-04-24 02:14:27 main:581] : INFO : Epoch 1817 | loss: 0.0310593 | val_loss: 0.0312346 | Time: 2519.88 ms [2022-04-24 02:14:29 main:581] : INFO : Epoch 1818 | loss: 0.0310491 | val_loss: 0.0312419 | Time: 2527.15 ms [2022-04-24 02:14:32 main:581] : INFO : Epoch 1819 | loss: 0.0310407 | val_loss: 0.0312186 | Time: 2525.74 ms [2022-04-24 02:14:34 main:581] : INFO : Epoch 1820 | loss: 0.0310403 | val_loss: 0.0312816 | Time: 2524.8 ms [2022-04-24 02:14:37 main:581] : INFO : Epoch 1821 | loss: 0.0310492 | val_loss: 0.0312546 | Time: 2521.15 ms [2022-04-24 02:14:39 main:581] : INFO : Epoch 1822 | loss: 0.0310542 | val_loss: 0.0312212 | Time: 2527.28 ms [2022-04-24 02:14:42 main:581] : INFO : Epoch 1823 | loss: 0.0310644 | val_loss: 0.0312295 | Time: 2520.26 ms [2022-04-24 02:14:44 main:581] : INFO : Epoch 1824 | loss: 0.0310569 | val_loss: 0.0312387 | Time: 2520.9 ms [2022-04-24 02:14:47 main:581] : INFO : Epoch 1825 | loss: 0.0310461 | val_loss: 0.0312661 | Time: 2526.22 ms [2022-04-24 02:14:49 main:581] : INFO : Epoch 1826 | loss: 0.0310419 | val_loss: 0.0312299 | Time: 2522.61 ms [2022-04-24 02:14:52 main:581] : INFO : Epoch 1827 | loss: 0.031044 | val_loss: 0.0312594 | Time: 2528.32 ms [2022-04-24 02:14:54 main:581] : INFO : Epoch 1828 | loss: 0.0310502 | val_loss: 0.031232 | Time: 2524.53 ms [2022-04-24 02:14:57 main:581] : INFO : Epoch 1829 | loss: 0.0310516 | val_loss: 0.0312655 | Time: 2526.34 ms [2022-04-24 02:14:59 main:581] : INFO : Epoch 1830 | loss: 0.0310448 | val_loss: 0.0312547 | Time: 2522.58 ms [2022-04-24 02:15:02 main:581] : INFO : Epoch 1831 | loss: 0.0310426 | val_loss: 0.0312384 | Time: 2527.9 ms [2022-04-24 02:15:04 main:581] : INFO : Epoch 1832 | loss: 0.0310461 | val_loss: 0.0312465 | Time: 2525.32 ms [2022-04-24 02:15:07 main:581] : INFO : Epoch 1833 | loss: 0.0310385 | val_loss: 0.0312478 | Time: 2520.27 ms [2022-04-24 02:15:10 main:581] : INFO : Epoch 1834 | loss: 0.0310385 | val_loss: 0.0312785 | Time: 2527.24 ms [2022-04-24 02:15:12 main:581] : INFO : Epoch 1835 | loss: 0.031035 | val_loss: 0.0312406 | Time: 2524.35 ms [2022-04-24 02:15:15 main:581] : INFO : Epoch 1836 | loss: 0.03103 | val_loss: 0.0312764 | Time: 2524.35 ms [2022-04-24 02:15:17 main:581] : INFO : Epoch 1837 | loss: 0.0310365 | val_loss: 0.0312548 | Time: 2526.23 ms [2022-04-24 02:15:20 main:581] : INFO : Epoch 1838 | loss: 0.0310382 | val_loss: 0.0312499 | Time: 2523.34 ms [2022-04-24 02:15:22 main:581] : INFO : Epoch 1839 | loss: 0.0310365 | val_loss: 0.0312712 | Time: 2521.6 ms [2022-04-24 02:15:25 main:581] : INFO : Epoch 1840 | loss: 0.0310298 | val_loss: 0.0312325 | Time: 2523.23 ms [2022-04-24 02:15:27 main:581] : INFO : Epoch 1841 | loss: 0.03103 | val_loss: 0.0312761 | Time: 2529.34 ms [2022-04-24 02:15:30 main:581] : INFO : Epoch 1842 | loss: 0.0310375 | val_loss: 0.0312224 | Time: 2525.51 ms [2022-04-24 02:15:32 main:581] : INFO : Epoch 1843 | loss: 0.0310514 | val_loss: 0.0312376 | Time: 2529.3 ms [2022-04-24 02:15:35 main:581] : INFO : Epoch 1844 | loss: 0.031042 | val_loss: 0.0312618 | Time: 2523.18 ms [2022-04-24 02:15:37 main:581] : INFO : Epoch 1845 | loss: 0.0310363 | val_loss: 0.031247 | Time: 2520.99 ms [2022-04-24 02:15:40 main:581] : INFO : Epoch 1846 | loss: 0.0310387 | val_loss: 0.0312692 | Time: 2524.47 ms [2022-04-24 02:15:42 main:581] : INFO : Epoch 1847 | loss: 0.0310451 | val_loss: 0.0312471 | Time: 2522.4 ms [2022-04-24 02:15:45 main:581] : INFO : Epoch 1848 | loss: 0.0310393 | val_loss: 0.0312581 | Time: 2524.43 ms [2022-04-24 02:15:47 main:581] : INFO : Epoch 1849 | loss: 0.0310432 | val_loss: 0.0312527 | Time: 2522.67 ms [2022-04-24 02:15:50 main:581] : INFO : Epoch 1850 | loss: 0.031047 | val_loss: 0.0312459 | Time: 2528.37 ms [2022-04-24 02:15:52 main:581] : INFO : Epoch 1851 | loss: 0.0310525 | val_loss: 0.0312741 | Time: 2526.94 ms [2022-04-24 02:15:55 main:581] : INFO : Epoch 1852 | loss: 0.031052 | val_loss: 0.0312283 | Time: 2521.71 ms [2022-04-24 02:15:57 main:581] : INFO : Epoch 1853 | loss: 0.0310454 | val_loss: 0.0312463 | Time: 2528.82 ms [2022-04-24 02:16:00 main:581] : INFO : Epoch 1854 | loss: 0.0310449 | val_loss: 0.0312436 | Time: 2525.59 ms [2022-04-24 02:16:03 main:581] : INFO : Epoch 1855 | loss: 0.0310419 | val_loss: 0.0312581 | Time: 2522.53 ms [2022-04-24 02:16:05 main:581] : INFO : Epoch 1856 | loss: 0.0310388 | val_loss: 0.0312484 | Time: 2529.13 ms [2022-04-24 02:16:08 main:581] : INFO : Epoch 1857 | loss: 0.0310384 | val_loss: 0.0312712 | Time: 2525.37 ms [2022-04-24 02:16:10 main:581] : INFO : Epoch 1858 | loss: 0.0310378 | val_loss: 0.031255 | Time: 2521.98 ms [2022-04-24 02:16:13 main:581] : INFO : Epoch 1859 | loss: 0.0310415 | val_loss: 0.0312594 | Time: 2521.07 ms [2022-04-24 02:16:15 main:581] : INFO : Epoch 1860 | loss: 0.0310509 | val_loss: 0.0312368 | Time: 2527.44 ms [2022-04-24 02:16:18 main:581] : INFO : Epoch 1861 | loss: 0.0310541 | val_loss: 0.0312373 | Time: 2523.14 ms [2022-04-24 02:16:20 main:581] : INFO : Epoch 1862 | loss: 0.0310429 | val_loss: 0.0312529 | Time: 2521.64 ms [2022-04-24 02:16:23 main:581] : INFO : Epoch 1863 | loss: 0.0310416 | val_loss: 0.0312667 | Time: 2525.88 ms [2022-04-24 02:16:25 main:581] : INFO : Epoch 1864 | loss: 0.031037 | val_loss: 0.0312421 | Time: 2524.51 ms [2022-04-24 02:16:28 main:581] : INFO : Epoch 1865 | loss: 0.0310387 | val_loss: 0.0312856 | Time: 2521.49 ms [2022-04-24 02:16:30 main:581] : INFO : Epoch 1866 | loss: 0.0310327 | val_loss: 0.0312459 | Time: 2527.68 ms [2022-04-24 02:16:33 main:581] : INFO : Epoch 1867 | loss: 0.031038 | val_loss: 0.0312546 | Time: 2525.67 ms [2022-04-24 02:16:35 main:581] : INFO : Epoch 1868 | loss: 0.0310323 | val_loss: 0.0312568 | Time: 2524.6 ms [2022-04-24 02:16:38 main:581] : INFO : Epoch 1869 | loss: 0.0310345 | val_loss: 0.0312576 | Time: 2525.52 ms [2022-04-24 02:16:40 main:581] : INFO : Epoch 1870 | loss: 0.0310366 | val_loss: 0.0312493 | Time: 2522.7 ms [2022-04-24 02:16:43 main:581] : INFO : Epoch 1871 | loss: 0.0310356 | val_loss: 0.0312692 | Time: 2526.39 ms [2022-04-24 02:16:45 main:581] : INFO : Epoch 1872 | loss: 0.0310317 | val_loss: 0.0312636 | Time: 2525.77 ms [2022-04-24 02:16:48 main:581] : INFO : Epoch 1873 | loss: 0.0310277 | val_loss: 0.0312538 | Time: 2530.03 ms [2022-04-24 02:16:51 main:581] : INFO : Epoch 1874 | loss: 0.0310335 | val_loss: 0.031258 | Time: 2523.88 ms [2022-04-24 02:16:53 main:581] : INFO : Epoch 1875 | loss: 0.0310324 | val_loss: 0.0312449 | Time: 2521.42 ms [2022-04-24 02:16:56 main:581] : INFO : Epoch 1876 | loss: 0.0310554 | val_loss: 0.0312523 | Time: 2526.49 ms [2022-04-24 02:16:58 main:581] : INFO : Epoch 1877 | loss: 0.0310585 | val_loss: 0.0312441 | Time: 2525.09 ms [2022-04-24 02:17:01 main:581] : INFO : Epoch 1878 | loss: 0.0310507 | val_loss: 0.0312485 | Time: 2526.36 ms [2022-04-24 02:17:03 main:581] : INFO : Epoch 1879 | loss: 0.0310444 | val_loss: 0.0312337 | Time: 2523.16 ms [2022-04-24 02:17:06 main:581] : INFO : Epoch 1880 | loss: 0.0310422 | val_loss: 0.0312805 | Time: 2527.79 ms [2022-04-24 02:17:08 main:581] : INFO : Epoch 1881 | loss: 0.031041 | val_loss: 0.0312427 | Time: 2527.93 ms [2022-04-24 02:17:11 main:581] : INFO : Epoch 1882 | loss: 0.0310413 | val_loss: 0.0312678 | Time: 2523.66 ms [2022-04-24 02:17:13 main:581] : INFO : Epoch 1883 | loss: 0.0310392 | val_loss: 0.0312409 | Time: 2525.73 ms [2022-04-24 02:17:16 main:581] : INFO : Epoch 1884 | loss: 0.0310423 | val_loss: 0.0312468 | Time: 2521.84 ms [2022-04-24 02:17:18 main:581] : INFO : Epoch 1885 | loss: 0.0310365 | val_loss: 0.0312897 | Time: 2528.03 ms [2022-04-24 02:17:21 main:581] : INFO : Epoch 1886 | loss: 0.0310276 | val_loss: 0.0312274 | Time: 2525.21 ms [2022-04-24 02:17:23 main:581] : INFO : Epoch 1887 | loss: 0.031027 | val_loss: 0.0312572 | Time: 2525.11 ms [2022-04-24 02:17:26 main:581] : INFO : Epoch 1888 | loss: 0.0310327 | val_loss: 0.0312498 | Time: 2527.08 ms [2022-04-24 02:17:28 main:581] : INFO : Epoch 1889 | loss: 0.031032 | val_loss: 0.0312544 | Time: 2526.73 ms [2022-04-24 02:17:31 main:581] : INFO : Epoch 1890 | loss: 0.0310348 | val_loss: 0.0312704 | Time: 2525.96 ms [2022-04-24 02:17:33 main:581] : INFO : Epoch 1891 | loss: 0.0310342 | val_loss: 0.0312534 | Time: 2527.53 ms [2022-04-24 02:17:36 main:581] : INFO : Epoch 1892 | loss: 0.0310327 | val_loss: 0.0312255 | Time: 2523.4 ms [2022-04-24 02:17:38 main:581] : INFO : Epoch 1893 | loss: 0.0310422 | val_loss: 0.0312476 | Time: 2521.12 ms [2022-04-24 02:17:41 main:581] : INFO : Epoch 1894 | loss: 0.0310411 | val_loss: 0.0312535 | Time: 2528.65 ms [2022-04-24 02:17:44 main:581] : INFO : Epoch 1895 | loss: 0.0310329 | val_loss: 0.0312571 | Time: 2526.43 ms [2022-04-24 02:17:46 main:581] : INFO : Epoch 1896 | loss: 0.031029 | val_loss: 0.0312725 | Time: 2523.62 ms [2022-04-24 02:17:49 main:581] : INFO : Epoch 1897 | loss: 0.0310254 | val_loss: 0.0312781 | Time: 2525.97 ms [2022-04-24 02:17:51 main:581] : INFO : Epoch 1898 | loss: 0.0310278 | val_loss: 0.03125 | Time: 2531.07 ms [2022-04-24 02:17:54 main:581] : INFO : Epoch 1899 | loss: 0.0310294 | val_loss: 0.0312512 | Time: 2526.06 ms [2022-04-24 02:17:56 main:581] : INFO : Epoch 1900 | loss: 0.0310311 | val_loss: 0.0312515 | Time: 2524.9 ms [2022-04-24 02:17:59 main:581] : INFO : Epoch 1901 | loss: 0.0310439 | val_loss: 0.0312535 | Time: 2531.8 ms [2022-04-24 02:18:01 main:581] : INFO : Epoch 1902 | loss: 0.0310446 | val_loss: 0.0312463 | Time: 2527.95 ms [2022-04-24 02:18:04 main:581] : INFO : Epoch 1903 | loss: 0.0310545 | val_loss: 0.0312618 | Time: 2525.8 ms [2022-04-24 02:18:06 main:581] : INFO : Epoch 1904 | loss: 0.0310463 | val_loss: 0.0312641 | Time: 2531.14 ms [2022-04-24 02:18:09 main:581] : INFO : Epoch 1905 | loss: 0.0310393 | val_loss: 0.0312654 | Time: 2527.57 ms [2022-04-24 02:18:11 main:581] : INFO : Epoch 1906 | loss: 0.0310372 | val_loss: 0.0312475 | Time: 2523.07 ms [2022-04-24 02:18:14 main:581] : INFO : Epoch 1907 | loss: 0.0310323 | val_loss: 0.0312486 | Time: 2524.42 ms [2022-04-24 02:18:16 main:581] : INFO : Epoch 1908 | loss: 0.0310305 | val_loss: 0.0312614 | Time: 2525.26 ms [2022-04-24 02:18:19 main:581] : INFO : Epoch 1909 | loss: 0.0310327 | val_loss: 0.0312538 | Time: 2527.49 ms [2022-04-24 02:18:21 main:581] : INFO : Epoch 1910 | loss: 0.0310309 | val_loss: 0.0312676 | Time: 2531.76 ms [2022-04-24 02:18:24 main:581] : INFO : Epoch 1911 | loss: 0.0310344 | val_loss: 0.0312359 | Time: 2528.52 ms [2022-04-24 02:18:27 main:581] : INFO : Epoch 1912 | loss: 0.0310407 | val_loss: 0.0312545 | Time: 2530.51 ms [2022-04-24 02:18:29 main:581] : INFO : Epoch 1913 | loss: 0.0310413 | val_loss: 0.031231 | Time: 2528.81 ms [2022-04-24 02:18:32 main:581] : INFO : Epoch 1914 | loss: 0.0310414 | val_loss: 0.0312714 | Time: 2526.02 ms [2022-04-24 02:18:34 main:581] : INFO : Epoch 1915 | loss: 0.0310654 | val_loss: 0.0312096 | Time: 2530.08 ms [2022-04-24 02:18:37 main:581] : INFO : Epoch 1916 | loss: 0.031079 | val_loss: 0.0312254 | Time: 2526.44 ms [2022-04-24 02:18:39 main:581] : INFO : Epoch 1917 | loss: 0.031072 | val_loss: 0.0312192 | Time: 2523.95 ms [2022-04-24 02:18:42 main:581] : INFO : Epoch 1918 | loss: 0.0310634 | val_loss: 0.0312517 | Time: 2529.35 ms [2022-04-24 02:18:44 main:581] : INFO : Epoch 1919 | loss: 0.0310507 | val_loss: 0.0312591 | Time: 2527.79 ms [2022-04-24 02:18:47 main:581] : INFO : Epoch 1920 | loss: 0.0310496 | val_loss: 0.0312428 | Time: 2527.31 ms [2022-04-24 02:18:49 main:581] : INFO : Epoch 1921 | loss: 0.031048 | val_loss: 0.0312421 | Time: 2532.1 ms [2022-04-24 02:18:52 main:581] : INFO : Epoch 1922 | loss: 0.0310574 | val_loss: 0.0312322 | Time: 2523.89 ms [2022-04-24 02:18:54 main:581] : INFO : Epoch 1923 | loss: 0.0310635 | val_loss: 0.0312295 | Time: 2531.9 ms [2022-04-24 02:18:57 main:581] : INFO : Epoch 1924 | loss: 0.0310541 | val_loss: 0.0312481 | Time: 2527.99 ms [2022-04-24 02:18:59 main:581] : INFO : Epoch 1925 | loss: 0.0310492 | val_loss: 0.0312473 | Time: 2533.91 ms [2022-04-24 02:19:02 main:581] : INFO : Epoch 1926 | loss: 0.0310365 | val_loss: 0.0312507 | Time: 2529.84 ms [2022-04-24 02:19:04 main:581] : INFO : Epoch 1927 | loss: 0.0310381 | val_loss: 0.0312524 | Time: 2524.87 ms [2022-04-24 02:19:07 main:581] : INFO : Epoch 1928 | loss: 0.0310391 | val_loss: 0.0312628 | Time: 2528.87 ms [2022-04-24 02:19:10 main:581] : INFO : Epoch 1929 | loss: 0.0310375 | val_loss: 0.0312721 | Time: 2526.79 ms [2022-04-24 02:19:12 main:581] : INFO : Epoch 1930 | loss: 0.0310363 | val_loss: 0.0312369 | Time: 2527.04 ms [2022-04-24 02:19:15 main:581] : INFO : Epoch 1931 | loss: 0.0310354 | val_loss: 0.0312516 | Time: 2526.04 ms [2022-04-24 02:19:17 main:581] : INFO : Epoch 1932 | loss: 0.0310333 | val_loss: 0.0312676 | Time: 2529.8 ms [2022-04-24 02:19:20 main:581] : INFO : Epoch 1933 | loss: 0.0310303 | val_loss: 0.0312481 | Time: 2529.05 ms [2022-04-24 02:19:22 main:581] : INFO : Epoch 1934 | loss: 0.0310351 | val_loss: 0.0312616 | Time: 2528.78 ms [2022-04-24 02:19:25 main:581] : INFO : Epoch 1935 | loss: 0.0310305 | val_loss: 0.0312494 | Time: 2533.61 ms [2022-04-24 02:19:27 main:581] : INFO : Epoch 1936 | loss: 0.0310347 | val_loss: 0.0312397 | Time: 2527.74 ms [2022-04-24 02:19:30 main:581] : INFO : Epoch 1937 | loss: 0.0310326 | val_loss: 0.0312718 | Time: 2523.18 ms [2022-04-24 02:19:32 main:581] : INFO : Epoch 1938 | loss: 0.031029 | val_loss: 0.0312709 | Time: 2530.11 ms [2022-04-24 02:19:35 main:581] : INFO : Epoch 1939 | loss: 0.0310341 | val_loss: 0.0312852 | Time: 2525.25 ms [2022-04-24 02:19:37 main:581] : INFO : Epoch 1940 | loss: 0.0310352 | val_loss: 0.0312644 | Time: 2524.1 ms [2022-04-24 02:19:40 main:581] : INFO : Epoch 1941 | loss: 0.0310306 | val_loss: 0.0312769 | Time: 2528.78 ms [2022-04-24 02:19:42 main:581] : INFO : Epoch 1942 | loss: 0.0310382 | val_loss: 0.0312486 | Time: 2531.96 ms [2022-04-24 02:19:45 main:581] : INFO : Epoch 1943 | loss: 0.0310258 | val_loss: 0.0312627 | Time: 2528.88 ms [2022-04-24 02:19:47 main:581] : INFO : Epoch 1944 | loss: 0.0310241 | val_loss: 0.0312734 | Time: 2527.42 ms [2022-04-24 02:19:50 main:581] : INFO : Epoch 1945 | loss: 0.0310275 | val_loss: 0.0312589 | Time: 2530.68 ms [2022-04-24 02:19:53 main:581] : INFO : Epoch 1946 | loss: 0.0310315 | val_loss: 0.0312672 | Time: 2529.08 ms [2022-04-24 02:19:55 main:581] : INFO : Epoch 1947 | loss: 0.0310329 | val_loss: 0.0312416 | Time: 2531.57 ms [2022-04-24 02:19:58 main:581] : INFO : Epoch 1948 | loss: 0.031037 | val_loss: 0.0312743 | Time: 2534.56 ms [2022-04-24 02:20:00 main:581] : INFO : Epoch 1949 | loss: 0.0310362 | val_loss: 0.0312716 | Time: 2533.66 ms [2022-04-24 02:20:03 main:581] : INFO : Epoch 1950 | loss: 0.0310356 | val_loss: 0.0312499 | Time: 2533.97 ms [2022-04-24 02:20:05 main:581] : INFO : Epoch 1951 | loss: 0.0310324 | val_loss: 0.0312706 | Time: 2532.05 ms [2022-04-24 02:20:08 main:581] : INFO : Epoch 1952 | loss: 0.031031 | val_loss: 0.0312714 | Time: 2528.1 ms [2022-04-24 02:20:10 main:581] : INFO : Epoch 1953 | loss: 0.0310271 | val_loss: 0.0312683 | Time: 2534 ms [2022-04-24 02:20:13 main:581] : INFO : Epoch 1954 | loss: 0.031036 | val_loss: 0.0312636 | Time: 2530.04 ms [2022-04-24 02:20:15 main:581] : INFO : Epoch 1955 | loss: 0.0310323 | val_loss: 0.0312823 | Time: 2532.97 ms [2022-04-24 02:20:18 main:581] : INFO : Epoch 1956 | loss: 0.0310341 | val_loss: 0.0312651 | Time: 2532.76 ms [2022-04-24 02:20:20 main:581] : INFO : Epoch 1957 | loss: 0.0310275 | val_loss: 0.0312572 | Time: 2533.12 ms [2022-04-24 02:20:23 main:581] : INFO : Epoch 1958 | loss: 0.0310204 | val_loss: 0.0312497 | Time: 2531.31 ms [2022-04-24 02:20:25 main:581] : INFO : Epoch 1959 | loss: 0.0310332 | val_loss: 0.0312692 | Time: 2531.4 ms [2022-04-24 02:20:28 main:581] : INFO : Epoch 1960 | loss: 0.0310323 | val_loss: 0.0312431 | Time: 2532.43 ms [2022-04-24 02:20:30 main:581] : INFO : Epoch 1961 | loss: 0.0310304 | val_loss: 0.0312622 | Time: 2528.82 ms [2022-04-24 02:20:33 main:581] : INFO : Epoch 1962 | loss: 0.0310404 | val_loss: 0.0312594 | Time: 2532.02 ms [2022-04-24 02:20:36 main:581] : INFO : Epoch 1963 | loss: 0.0310402 | val_loss: 0.0312634 | Time: 2535.82 ms [2022-04-24 02:20:38 main:581] : INFO : Epoch 1964 | loss: 0.0310306 | val_loss: 0.0312633 | Time: 2532.04 ms [2022-04-24 02:20:41 main:581] : INFO : Epoch 1965 | loss: 0.0310275 | val_loss: 0.0312749 | Time: 2532.08 ms [2022-04-24 02:20:43 main:581] : INFO : Epoch 1966 | loss: 0.0310279 | val_loss: 0.031259 | Time: 2531.16 ms [2022-04-24 02:20:46 main:581] : INFO : Epoch 1967 | loss: 0.0310318 | val_loss: 0.0312813 | Time: 2533.8 ms [2022-04-24 02:20:48 main:581] : INFO : Epoch 1968 | loss: 0.0310324 | val_loss: 0.0312462 | Time: 2535.04 ms [2022-04-24 02:20:51 main:581] : INFO : Epoch 1969 | loss: 0.0310366 | val_loss: 0.0312593 | Time: 2528.8 ms [2022-04-24 02:20:53 main:581] : INFO : Epoch 1970 | loss: 0.0310363 | val_loss: 0.0312558 | Time: 2533.17 ms [2022-04-24 02:20:56 main:581] : INFO : Epoch 1971 | loss: 0.031063 | val_loss: 0.0312444 | Time: 2530.54 ms [2022-04-24 02:20:58 main:581] : INFO : Epoch 1972 | loss: 0.0310491 | val_loss: 0.0312581 | Time: 2535.78 ms [2022-04-24 02:21:01 main:581] : INFO : Epoch 1973 | loss: 0.0310425 | val_loss: 0.0312501 | Time: 2531.09 ms [2022-04-24 02:21:03 main:581] : INFO : Epoch 1974 | loss: 0.0310363 | val_loss: 0.0312506 | Time: 2532.25 ms [2022-04-24 02:21:06 main:581] : INFO : Epoch 1975 | loss: 0.0310333 | val_loss: 0.0312572 | Time: 2533.4 ms [2022-04-24 02:21:08 main:581] : INFO : Epoch 1976 | loss: 0.0310427 | val_loss: 0.0312478 | Time: 2531.65 ms [2022-04-24 02:21:11 main:581] : INFO : Epoch 1977 | loss: 0.0310399 | val_loss: 0.031257 | Time: 2532.1 ms [2022-04-24 02:21:14 main:581] : INFO : Epoch 1978 | loss: 0.0310436 | val_loss: 0.0312773 | Time: 2526.97 ms [2022-04-24 02:21:16 main:581] : INFO : Epoch 1979 | loss: 0.0310411 | val_loss: 0.0312601 | Time: 2534.76 ms [2022-04-24 02:21:19 main:581] : INFO : Epoch 1980 | loss: 0.0310287 | val_loss: 0.031244 | Time: 2527.88 ms [2022-04-24 02:21:21 main:581] : INFO : Epoch 1981 | loss: 0.031081 | val_loss: 0.0312097 | Time: 2528.62 ms [2022-04-24 02:21:24 main:581] : INFO : Epoch 1982 | loss: 0.0310958 | val_loss: 0.0312219 | Time: 2525.99 ms [2022-04-24 02:21:26 main:581] : INFO : Epoch 1983 | loss: 0.0310821 | val_loss: 0.0312293 | Time: 2529.52 ms [2022-04-24 02:21:29 main:581] : INFO : Epoch 1984 | loss: 0.031076 | val_loss: 0.0312281 | Time: 2530.82 ms [2022-04-24 02:21:31 main:581] : INFO : Epoch 1985 | loss: 0.0310669 | val_loss: 0.0312342 | Time: 2527.44 ms [2022-04-24 02:21:34 main:581] : INFO : Epoch 1986 | loss: 0.0310615 | val_loss: 0.0312338 | Time: 2525.73 ms [2022-04-24 02:21:36 main:581] : INFO : Epoch 1987 | loss: 0.0310492 | val_loss: 0.03125 | Time: 2532.52 ms [2022-04-24 02:21:39 main:581] : INFO : Epoch 1988 | loss: 0.0310475 | val_loss: 0.0312411 | Time: 2529.47 ms [2022-04-24 02:21:41 main:581] : INFO : Epoch 1989 | loss: 0.0310406 | val_loss: 0.0312552 | Time: 2525.72 ms [2022-04-24 02:21:44 main:581] : INFO : Epoch 1990 | loss: 0.03104 | val_loss: 0.0312354 | Time: 2526.71 ms [2022-04-24 02:21:46 main:581] : INFO : Epoch 1991 | loss: 0.0310377 | val_loss: 0.0312696 | Time: 2524.14 ms [2022-04-24 02:21:49 main:581] : INFO : Epoch 1992 | loss: 0.0310484 | val_loss: 0.0312574 | Time: 2523.15 ms [2022-04-24 02:21:51 main:581] : INFO : Epoch 1993 | loss: 0.031039 | val_loss: 0.0312404 | Time: 2532.01 ms [2022-04-24 02:21:54 main:581] : INFO : Epoch 1994 | loss: 0.0310349 | val_loss: 0.0312688 | Time: 2528.07 ms [2022-04-24 02:21:57 main:581] : INFO : Epoch 1995 | loss: 0.031029 | val_loss: 0.031252 | Time: 2526.13 ms [2022-04-24 02:21:59 main:581] : INFO : Epoch 1996 | loss: 0.0310276 | val_loss: 0.0312588 | Time: 2533.23 ms [2022-04-24 02:22:02 main:581] : INFO : Epoch 1997 | loss: 0.0310394 | val_loss: 0.0312536 | Time: 2529.26 ms [2022-04-24 02:22:04 main:581] : INFO : Epoch 1998 | loss: 0.0310395 | val_loss: 0.0312632 | Time: 2532.66 ms [2022-04-24 02:22:07 main:581] : INFO : Epoch 1999 | loss: 0.0310398 | val_loss: 0.0312514 | Time: 2528.9 ms [2022-04-24 02:22:09 main:581] : INFO : Epoch 2000 | loss: 0.0310288 | val_loss: 0.0312564 | Time: 2529.08 ms [2022-04-24 02:22:12 main:581] : INFO : Epoch 2001 | loss: 0.0310332 | val_loss: 0.031249 | Time: 2526.59 ms [2022-04-24 02:22:14 main:581] : INFO : Epoch 2002 | loss: 0.0310311 | val_loss: 0.0312458 | Time: 2530.72 ms [2022-04-24 02:22:17 main:581] : INFO : Epoch 2003 | loss: 0.0310292 | val_loss: 0.0312664 | Time: 2530.34 ms [2022-04-24 02:22:19 main:581] : INFO : Epoch 2004 | loss: 0.0310326 | val_loss: 0.0312426 | Time: 2524.94 ms [2022-04-24 02:22:22 main:581] : INFO : Epoch 2005 | loss: 0.0310798 | val_loss: 0.0312059 | Time: 2528.38 ms [2022-04-24 02:22:24 main:581] : INFO : Epoch 2006 | loss: 0.0311162 | val_loss: 0.0311957 | Time: 2528 ms [2022-04-24 02:22:27 main:581] : INFO : Epoch 2007 | loss: 0.0311034 | val_loss: 0.0312102 | Time: 2525.19 ms [2022-04-24 02:22:29 main:581] : INFO : Epoch 2008 | loss: 0.0310919 | val_loss: 0.0312049 | Time: 2529.95 ms [2022-04-24 02:22:32 main:581] : INFO : Epoch 2009 | loss: 0.0310841 | val_loss: 0.0312111 | Time: 2533.17 ms [2022-04-24 02:22:34 main:581] : INFO : Epoch 2010 | loss: 0.0310825 | val_loss: 0.0312287 | Time: 2528.94 ms [2022-04-24 02:22:37 main:581] : INFO : Epoch 2011 | loss: 0.031074 | val_loss: 0.0312314 | Time: 2528.35 ms [2022-04-24 02:22:40 main:581] : INFO : Epoch 2012 | loss: 0.0310622 | val_loss: 0.0312378 | Time: 2524.51 ms [2022-04-24 02:22:42 main:581] : INFO : Epoch 2013 | loss: 0.0310559 | val_loss: 0.0312322 | Time: 2532.04 ms [2022-04-24 02:22:45 main:581] : INFO : Epoch 2014 | loss: 0.0310488 | val_loss: 0.0312417 | Time: 2524.65 ms [2022-04-24 02:22:47 main:581] : INFO : Epoch 2015 | loss: 0.0310408 | val_loss: 0.0312685 | Time: 2529.69 ms [2022-04-24 02:22:50 main:581] : INFO : Epoch 2016 | loss: 0.0310339 | val_loss: 0.0312587 | Time: 2531.16 ms [2022-04-24 02:22:52 main:581] : INFO : Epoch 2017 | loss: 0.0310309 | val_loss: 0.0312349 | Time: 2526.77 ms [2022-04-24 02:22:55 main:581] : INFO : Epoch 2018 | loss: 0.031031 | val_loss: 0.0312696 | Time: 2527.67 ms [2022-04-24 02:22:57 main:581] : INFO : Epoch 2019 | loss: 0.0310288 | val_loss: 0.0312488 | Time: 2532.05 ms [2022-04-24 02:23:00 main:581] : INFO : Epoch 2020 | loss: 0.0310268 | val_loss: 0.0312709 | Time: 2526.74 ms [2022-04-24 02:23:02 main:581] : INFO : Epoch 2021 | loss: 0.0310308 | val_loss: 0.031249 | Time: 2526.9 ms [2022-04-24 02:23:05 main:581] : INFO : Epoch 2022 | loss: 0.0310351 | val_loss: 0.0312509 | Time: 2528.2 ms [2022-04-24 02:23:07 main:581] : INFO : Epoch 2023 | loss: 0.0310363 | val_loss: 0.0312601 | Time: 2528.22 ms [2022-04-24 02:23:10 main:581] : INFO : Epoch 2024 | loss: 0.0310321 | val_loss: 0.0312737 | Time: 2530.2 ms [2022-04-24 02:23:12 main:581] : INFO : Epoch 2025 | loss: 0.0310352 | val_loss: 0.0312487 | Time: 2534.05 ms [2022-04-24 02:23:15 main:581] : INFO : Epoch 2026 | loss: 0.0310338 | val_loss: 0.0312398 | Time: 2526.45 ms [2022-04-24 02:23:17 main:581] : INFO : Epoch 2027 | loss: 0.0310254 | val_loss: 0.0312675 | Time: 2533 ms [2022-04-24 02:23:20 main:581] : INFO : Epoch 2028 | loss: 0.031033 | val_loss: 0.0312491 | Time: 2527.26 ms [2022-04-24 02:23:23 main:581] : INFO : Epoch 2029 | loss: 0.0310332 | val_loss: 0.0312533 | Time: 2525.94 ms [2022-04-24 02:23:25 main:581] : INFO : Epoch 2030 | loss: 0.0310327 | val_loss: 0.0312454 | Time: 2526.27 ms [2022-04-24 02:23:28 main:581] : INFO : Epoch 2031 | loss: 0.0310305 | val_loss: 0.031263 | Time: 2529.26 ms [2022-04-24 02:23:30 main:581] : INFO : Epoch 2032 | loss: 0.0310333 | val_loss: 0.0312663 | Time: 2528.62 ms [2022-04-24 02:23:33 main:581] : INFO : Epoch 2033 | loss: 0.0310349 | val_loss: 0.0312654 | Time: 2525.33 ms [2022-04-24 02:23:35 main:581] : INFO : Epoch 2034 | loss: 0.0310291 | val_loss: 0.0312634 | Time: 2530.54 ms [2022-04-24 02:23:38 main:581] : INFO : Epoch 2035 | loss: 0.0310465 | val_loss: 0.0312435 | Time: 2528.22 ms [2022-04-24 02:23:40 main:581] : INFO : Epoch 2036 | loss: 0.0310633 | val_loss: 0.0312325 | Time: 2527.41 ms [2022-04-24 02:23:43 main:581] : INFO : Epoch 2037 | loss: 0.0310546 | val_loss: 0.0312497 | Time: 2528.5 ms [2022-04-24 02:23:45 main:581] : INFO : Epoch 2038 | loss: 0.0310505 | val_loss: 0.0312446 | Time: 2529.07 ms [2022-04-24 02:23:48 main:581] : INFO : Epoch 2039 | loss: 0.0310448 | val_loss: 0.0312506 | Time: 2530.1 ms [2022-04-24 02:23:50 main:581] : INFO : Epoch 2040 | loss: 0.0310349 | val_loss: 0.0312555 | Time: 2528.47 ms [2022-04-24 02:23:53 main:581] : INFO : Epoch 2041 | loss: 0.0310266 | val_loss: 0.031284 | Time: 2527.47 ms [2022-04-24 02:23:55 main:581] : INFO : Epoch 2042 | loss: 0.0310295 | val_loss: 0.0312781 | Time: 2532.39 ms [2022-04-24 02:23:58 main:581] : INFO : Epoch 2043 | loss: 0.0310342 | val_loss: 0.0312544 | Time: 2527.45 ms [2022-04-24 02:24:00 main:581] : INFO : Epoch 2044 | loss: 0.0310406 | val_loss: 0.031245 | Time: 2527.34 ms [2022-04-24 02:24:03 main:581] : INFO : Epoch 2045 | loss: 0.0310315 | val_loss: 0.0312812 | Time: 2528.06 ms [2022-04-24 02:24:06 main:581] : INFO : Epoch 2046 | loss: 0.0310288 | val_loss: 0.0312615 | Time: 2528.13 ms [2022-04-24 02:24:08 main:581] : INFO : Epoch 2047 | loss: 0.0310331 | val_loss: 0.0312426 | Time: 2533.2 ms [2022-04-24 02:24:11 main:581] : INFO : Epoch 2048 | loss: 0.0310368 | val_loss: 0.0312683 | Time: 2528.5 ms [2022-04-24 02:24:11 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312683 [2022-04-24 02:24:11 main:610] : INFO : Saving end state to config to file [2022-04-24 02:24:11 main:615] : INFO : Success, exiting.. 02:24:11 (258377): 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)