Task 14596992
| Name | ParityModified-1647042228-20268-2-0_1 |
| Workunit | 11576551 |
| Created | 11 Apr 2022, 9:12:12 UTC |
| Sent | 11 Apr 2022, 9:12:33 UTC |
| Report deadline | 19 Apr 2022, 9:12:33 UTC |
| Received | 11 Apr 2022, 21:57:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 27 min 45 sec |
| CPU time | 1 hours 25 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 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: 0.0312364 | val_loss: 0.0312364 | Time: 2498.96 ms
[2022-04-11 16:56:58 main:574] : INFO : Epoch 1543 | loss: 0.0312376 | val_loss: 0.0312431 | Time: 2497.83 ms
[2022-04-11 16:57:01 main:574] : INFO : Epoch 1544 | loss: 0.0312385 | val_loss: 0.0312381 | Time: 2493.93 ms
[2022-04-11 16:57:04 main:574] : INFO : Epoch 1545 | loss: 0.0312368 | val_loss: 0.0312383 | Time: 2502.24 ms
[2022-04-11 16:57:06 main:574] : INFO : Epoch 1546 | loss: 0.0312368 | val_loss: 0.0312405 | Time: 2495.19 ms
[2022-04-11 16:57:09 main:574] : INFO : Epoch 1547 | loss: 0.0312376 | val_loss: 0.0312373 | Time: 2494.85 ms
[2022-04-11 16:57:11 main:574] : INFO : Epoch 1548 | loss: 0.0312376 | val_loss: 0.0312392 | Time: 2491.51 ms
[2022-04-11 16:57:14 main:574] : INFO : Epoch 1549 | loss: 0.0312393 | val_loss: 0.031243 | Time: 2495.19 ms
[2022-04-11 16:57:16 main:574] : INFO : Epoch 1550 | loss: 0.0312414 | val_loss: 0.0312419 | Time: 2502.2 ms
[2022-04-11 16:57:19 main:574] : INFO : Epoch 1551 | loss: 0.0312393 | val_loss: 0.031239 | Time: 2497.46 ms
[2022-04-11 16:57:21 main:574] : INFO : Epoch 1552 | loss: 0.0312398 | val_loss: 0.0312419 | Time: 2492.04 ms
[2022-04-11 16:57:24 main:574] : INFO : Epoch 1553 | loss: 0.0312403 | val_loss: 0.0312391 | Time: 2496.27 ms
[2022-04-11 16:57:26 main:574] : INFO : Epoch 1554 | loss: 0.0312405 | val_loss: 0.0312402 | Time: 2497.21 ms
[2022-04-11 16:57:29 main:574] : INFO : Epoch 1555 | loss: 0.0312387 | val_loss: 0.0312392 | Time: 2487.34 ms
[2022-04-11 16:57:31 main:574] : INFO : Epoch 1556 | loss: 0.0312385 | val_loss: 0.0312384 | Time: 2496.5 ms
[2022-04-11 16:57:34 main:574] : INFO : Epoch 1557 | loss: 0.0312391 | val_loss: 0.0312375 | Time: 2500.94 ms
[2022-04-11 16:57:36 main:574] : INFO : Epoch 1558 | loss: 0.0312379 | val_loss: 0.0312369 | Time: 2503.38 ms
[2022-04-11 16:57:39 main:574] : INFO : Epoch 1559 | loss: 0.0312379 | val_loss: 0.0312391 | Time: 2497.92 ms
[2022-04-11 16:57:41 main:574] : INFO : Epoch 1560 | loss: 0.0312375 | val_loss: 0.031239 | Time: 2493.43 ms
[2022-04-11 16:57:44 main:574] : INFO : Epoch 1561 | loss: 0.0312371 | val_loss: 0.0312365 | Time: 2498.94 ms
[2022-04-11 16:57:47 main:574] : INFO : Epoch 1562 | loss: 0.0312367 | val_loss: 0.0312372 | Time: 2497.37 ms
[2022-04-11 16:57:49 main:574] : INFO : Epoch 1563 | loss: 0.0312368 | val_loss: 0.0312364 | Time: 2494.22 ms
[2022-04-11 16:57:52 main:574] : INFO : Epoch 1564 | loss: 0.0312368 | val_loss: 0.0312366 | Time: 2491.97 ms
[2022-04-11 16:57:54 main:574] : INFO : Epoch 1565 | loss: 0.0312365 | val_loss: 0.0312368 | Time: 2491.1 ms
[2022-04-11 16:57:57 main:574] : INFO : Epoch 1566 | loss: 0.0312367 | val_loss: 0.0312372 | Time: 2498.05 ms
[2022-04-11 16:57:59 main:574] : INFO : Epoch 1567 | loss: 0.0312365 | val_loss: 0.0312365 | Time: 2497.37 ms
[2022-04-11 16:58:02 main:574] : INFO : Epoch 1568 | loss: 0.0312368 | val_loss: 0.0312381 | Time: 2499.7 ms
[2022-04-11 16:58:04 main:574] : INFO : Epoch 1569 | loss: 0.0312367 | val_loss: 0.0312364 | Time: 2500.68 ms
[2022-04-11 16:58:07 main:574] : INFO : Epoch 1570 | loss: 0.0312364 | val_loss: 0.0312388 | Time: 2501.19 ms
[2022-04-11 16:58:10 main:574] : INFO : Epoch 1571 | loss: 0.0312387 | val_loss: 0.0312413 | Time: 2500.02 ms
[2022-04-11 16:58:12 main:574] : INFO : Epoch 1572 | loss: 0.0312373 | val_loss: 0.031238 | Time: 2494.24 ms
[2022-04-11 16:58:15 main:574] : INFO : Epoch 1573 | loss: 0.0312382 | val_loss: 0.0312422 | Time: 2502.46 ms
[2022-04-11 16:58:18 main:574] : INFO : Epoch 1574 | loss: 0.0312389 | val_loss: 0.0312375 | Time: 2502.1 ms
[2022-04-11 16:58:20 main:574] : INFO : Epoch 1575 | loss: 0.0312375 | val_loss: 0.0312377 | Time: 2489.28 ms
[2022-04-11 16:58:23 main:574] : INFO : Epoch 1576 | loss: 0.0312362 | val_loss: 0.0312379 | Time: 2489.28 ms
[2022-04-11 16:58:26 main:574] : INFO : Epoch 1577 | loss: 0.031237 | val_loss: 0.0312379 | Time: 2495.63 ms
[2022-04-11 16:58:28 main:574] : INFO : Epoch 1578 | loss: 0.0312379 | val_loss: 0.0312367 | Time: 2496.13 ms
[2022-04-11 16:58:31 main:574] : INFO : Epoch 1579 | loss: 0.0312366 | val_loss: 0.0312363 | Time: 2492.5 ms
[2022-04-11 16:58:34 main:574] : INFO : Epoch 1580 | loss: 0.0312366 | val_loss: 0.0312367 | Time: 2498.67 ms
[2022-04-11 16:58:37 main:574] : INFO : Epoch 1581 | loss: 0.031239 | val_loss: 0.0312386 | Time: 2503.18 ms
[2022-04-11 16:58:39 main:574] : INFO : Epoch 1582 | loss: 0.0312383 | val_loss: 0.0312376 | Time: 2490.45 ms
[2022-04-11 16:58:42 main:574] : INFO : Epoch 1583 | loss: 0.0312381 | val_loss: 0.0312377 | Time: 2494.71 ms
[2022-04-11 16:58:45 main:574] : INFO : Epoch 1584 | loss: 0.0312369 | val_loss: 0.0312366 | Time: 2499.24 ms
[2022-04-11 16:58:49 main:574] : INFO : Epoch 1585 | loss: 0.0312363 | val_loss: 0.0312365 | Time: 2505.32 ms
[2022-04-11 16:58:52 main:574] : INFO : Epoch 1586 | loss: 0.0312367 | val_loss: 0.0312378 | Time: 2504.01 ms
[2022-04-11 16:58:55 main:574] : INFO : Epoch 1587 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 2502.8 ms
[2022-04-11 16:58:58 main:574] : INFO : Epoch 1588 | loss: 0.0312366 | val_loss: 0.0312363 | Time: 2494.26 ms
[2022-04-11 16:59:00 main:574] : INFO : Epoch 1589 | loss: 0.0312377 | val_loss: 0.0312367 | Time: 2506.2 ms
[2022-04-11 16:59:03 main:574] : INFO : Epoch 1590 | loss: 0.0312367 | val_loss: 0.0312373 | Time: 2494.12 ms
[2022-04-11 16:59:06 main:574] : INFO : Epoch 1591 | loss: 0.0312364 | val_loss: 0.0312363 | Time: 2499.5 ms
[2022-04-11 16:59:10 main:574] : INFO : Epoch 1592 | loss: 0.0312384 | val_loss: 0.031238 | Time: 2501.89 ms
[2022-04-11 16:59:12 main:574] : INFO : Epoch 1593 | loss: 0.0312392 | val_loss: 0.0312382 | Time: 2496.49 ms
[2022-04-11 16:59:15 main:574] : INFO : Epoch 1594 | loss: 0.0315512 | val_loss: 0.031354 | Time: 2494.3 ms
[2022-04-11 16:59:18 main:574] : INFO : Epoch 1595 | loss: 0.0498259 | val_loss: 0.0323609 | Time: 2494.82 ms
[2022-04-11 16:59:20 main:574] : INFO : Epoch 1596 | loss: 0.0327214 | val_loss: 0.0321814 | Time: 2488.82 ms
[2022-04-11 16:59:23 main:574] : INFO : Epoch 1597 | loss: 0.031511 | val_loss: 0.0313459 | Time: 2489.72 ms
[2022-04-11 16:59:25 main:574] : INFO : Epoch 1598 | loss: 0.0312916 | val_loss: 0.0312657 | Time: 2490.45 ms
[2022-04-11 16:59:28 main:574] : INFO : Epoch 1599 | loss: 0.0312574 | val_loss: 0.0312525 | Time: 2494.87 ms
[2022-04-11 16:59:31 main:574] : INFO : Epoch 1600 | loss: 0.0312506 | val_loss: 0.0312492 | Time: 2493.14 ms
[2022-04-11 16:59:34 main:574] : INFO : Epoch 1601 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2499.25 ms
[2022-04-11 16:59:36 main:574] : INFO : Epoch 1602 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 2496.67 ms
[2022-04-11 16:59:39 main:574] : INFO : Epoch 1603 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2497.23 ms
[2022-04-11 16:59:43 main:574] : INFO : Epoch 1604 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2492.28 ms
[2022-04-11 16:59:45 main:574] : INFO : Epoch 1605 | loss: 0.0312448 | val_loss: 0.031245 | Time: 2498.64 ms
[2022-04-11 16:59:48 main:574] : INFO : Epoch 1606 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 2497.95 ms
[2022-04-11 16:59:51 main:574] : INFO : Epoch 1607 | loss: 0.0312436 | val_loss: 0.0312439 | Time: 2489.98 ms
[2022-04-11 16:59:54 main:574] : INFO : Epoch 1608 | loss: 0.0312434 | val_loss: 0.0312436 | Time: 2500.03 ms
[2022-04-11 16:59:57 main:574] : INFO : Epoch 1609 | loss: 0.0312427 | val_loss: 0.031243 | Time: 2507.03 ms
[2022-04-11 17:00:00 main:574] : INFO : Epoch 1610 | loss: 0.0312425 | val_loss: 0.0312432 | Time: 2502.14 ms
[2022-04-11 17:00:03 main:574] : INFO : Epoch 1611 | loss: 0.0312421 | val_loss: 0.0312426 | Time: 2497.5 ms
[2022-04-11 17:00:06 main:574] : INFO : Epoch 1612 | loss: 0.0312415 | val_loss: 0.0312416 | Time: 2495.35 ms
[2022-04-11 17:00:09 main:574] : INFO : Epoch 1613 | loss: 0.031241 | val_loss: 0.0312415 | Time: 2500.41 ms
[2022-04-11 17:00:12 main:574] : INFO : Epoch 1614 | loss: 0.0312407 | val_loss: 0.0312411 | Time: 2493.27 ms
[2022-04-11 17:00:15 main:574] : INFO : Epoch 1615 | loss: 0.0312403 | val_loss: 0.0312405 | Time: 2494.6 ms
[2022-04-11 17:00:18 main:574] : INFO : Epoch 1616 | loss: 0.03124 | val_loss: 0.0312404 | Time: 2492.86 ms
[2022-04-11 17:00:21 main:574] : INFO : Epoch 1617 | loss: 0.0312396 | val_loss: 0.0312402 | Time: 2507.24 ms
[2022-04-11 17:00:24 main:574] : INFO : Epoch 1618 | loss: 0.0312398 | val_loss: 0.0312415 | Time: 2497.02 ms
[2022-04-11 17:00:27 main:574] : INFO : Epoch 1619 | loss: 0.0312396 | val_loss: 0.0312403 | Time: 2491 ms
[2022-04-11 17:00:30 main:574] : INFO : Epoch 1620 | loss: 0.0312392 | val_loss: 0.0312397 | Time: 2492.57 ms
[2022-04-11 17:00:33 main:574] : INFO : Epoch 1621 | loss: 0.031239 | val_loss: 0.0312404 | Time: 2512.75 ms
[2022-04-11 17:00:36 main:574] : INFO : Epoch 1622 | loss: 0.0312393 | val_loss: 0.03124 | Time: 2497.84 ms
[2022-04-11 17:00:39 main:574] : INFO : Epoch 1623 | loss: 0.0312391 | val_loss: 0.0312395 | Time: 2493.91 ms
[2022-04-11 17:00:42 main:574] : INFO : Epoch 1624 | loss: 0.0312389 | val_loss: 0.03124 | Time: 2486.22 ms
[2022-04-11 17:00:44 main:574] : INFO : Epoch 1625 | loss: 0.0312389 | val_loss: 0.0312395 | Time: 2496.21 ms
[2022-04-11 17:00:47 main:574] : INFO : Epoch 1626 | loss: 0.0312389 | val_loss: 0.0312393 | Time: 2498.08 ms
[2022-04-11 17:00:49 main:574] : INFO : Epoch 1627 | loss: 0.0312387 | val_loss: 0.0312395 | Time: 2497.5 ms
[2022-04-11 17:00:52 main:574] : INFO : Epoch 1628 | loss: 0.0312387 | val_loss: 0.0312393 | Time: 2493.46 ms
[2022-04-11 17:00:55 main:574] : INFO : Epoch 1629 | loss: 0.0312387 | val_loss: 0.0312396 | Time: 2502.66 ms
[2022-04-11 17:00:57 main:574] : INFO : Epoch 1630 | loss: 0.0312386 | val_loss: 0.0312395 | Time: 2493.84 ms
[2022-04-11 17:01:00 main:574] : INFO : Epoch 1631 | loss: 0.0312386 | val_loss: 0.0312393 | Time: 2491.09 ms
[2022-04-11 17:01:03 main:574] : INFO : Epoch 1632 | loss: 0.0312386 | val_loss: 0.0312396 | Time: 2497.3 ms
[2022-04-11 17:01:06 main:574] : INFO : Epoch 1633 | loss: 0.0312386 | val_loss: 0.0312394 | Time: 2496.05 ms
[2022-04-11 17:01:09 main:574] : INFO : Epoch 1634 | loss: 0.0312386 | val_loss: 0.0312395 | Time: 2502.57 ms
[2022-04-11 17:01:12 main:574] : INFO : Epoch 1635 | loss: 0.0312387 | val_loss: 0.0312394 | Time: 2501.88 ms
[2022-04-11 17:01:14 main:574] : INFO : Epoch 1636 | loss: 0.0312386 | val_loss: 0.031239 | Time: 2493.06 ms
[2022-04-11 17:01:17 main:574] : INFO : Epoch 1637 | loss: 0.0312386 | val_loss: 0.0312393 | Time: 2503.05 ms
[2022-04-11 17:01:20 main:574] : INFO : Epoch 1638 | loss: 0.0312387 | val_loss: 0.0312393 | Time: 2493.04 ms
[2022-04-11 17:01:23 main:574] : INFO : Epoch 1639 | loss: 0.0312386 | val_loss: 0.0312392 | Time: 2495.19 ms
[2022-04-11 17:01:26 main:574] : INFO : Epoch 1640 | loss: 0.0312384 | val_loss: 0.0312389 | Time: 2488.1 ms
[2022-04-11 17:01:29 main:574] : INFO : Epoch 1641 | loss: 0.0312383 | val_loss: 0.031239 | Time: 2500.61 ms
[2022-04-11 17:01:32 main:574] : INFO : Epoch 1642 | loss: 0.0312383 | val_loss: 0.031239 | Time: 2501.42 ms
[2022-04-11 17:01:35 main:574] : INFO : Epoch 1643 | loss: 0.0312383 | val_loss: 0.0312388 | Time: 2498.82 ms
[2022-04-11 17:01:37 main:574] : INFO : Epoch 1644 | loss: 0.0312386 | val_loss: 0.0312391 | Time: 2492.25 ms
[2022-04-11 17:01:40 main:574] : INFO : Epoch 1645 | loss: 0.0312384 | val_loss: 0.0312389 | Time: 2502.07 ms
[2022-04-11 17:01:43 main:574] : INFO : Epoch 1646 | loss: 0.0312384 | val_loss: 0.0312387 | Time: 2495.4 ms
[2022-04-11 17:01:45 main:574] : INFO : Epoch 1647 | loss: 0.0312385 | val_loss: 0.0312388 | Time: 2489.41 ms
[2022-04-11 17:01:48 main:574] : INFO : Epoch 1648 | loss: 0.0312384 | val_loss: 0.0312393 | Time: 2495.56 ms
[2022-04-11 17:01:50 main:574] : INFO : Epoch 1649 | loss: 0.0312389 | val_loss: 0.0312391 | Time: 2495.24 ms
[2022-04-11 17:01:53 main:574] : INFO : Epoch 1650 | loss: 0.0312386 | val_loss: 0.0312387 | Time: 2500.63 ms
[2022-04-11 17:01:55 main:574] : INFO : Epoch 1651 | loss: 0.0312384 | val_loss: 0.0312391 | Time: 2495.61 ms
[2022-04-11 17:01:58 main:574] : INFO : Epoch 1652 | loss: 0.0312384 | val_loss: 0.0312389 | Time: 2494.44 ms
[2022-04-11 17:02:01 main:574] : INFO : Epoch 1653 | loss: 0.0312385 | val_loss: 0.0312388 | Time: 2497.8 ms
[2022-04-11 17:02:03 main:574] : INFO : Epoch 1654 | loss: 0.0312385 | val_loss: 0.0312388 | Time: 2498 ms
[2022-04-11 17:02:06 main:574] : INFO : Epoch 1655 | loss: 0.0312383 | val_loss: 0.0312388 | Time: 2492.6 ms
[2022-04-11 17:02:09 main:574] : INFO : Epoch 1656 | loss: 0.0312383 | val_loss: 0.0312387 | Time: 2493.66 ms
[2022-04-11 17:02:12 main:574] : INFO : Epoch 1657 | loss: 0.0312383 | val_loss: 0.0312387 | Time: 2504.47 ms
[2022-04-11 17:02:15 main:574] : INFO : Epoch 1658 | loss: 0.0312385 | val_loss: 0.031239 | Time: 2498.45 ms
[2022-04-11 17:02:18 main:574] : INFO : Epoch 1659 | loss: 0.031239 | val_loss: 0.0312386 | Time: 2497.51 ms
[2022-04-11 17:02:21 main:574] : INFO : Epoch 1660 | loss: 0.0312389 | val_loss: 0.0312392 | Time: 2491.61 ms
[2022-04-11 17:02:24 main:574] : INFO : Epoch 1661 | loss: 0.031239 | val_loss: 0.0312404 | Time: 2499.42 ms
[2022-04-11 17:02:27 main:574] : INFO : Epoch 1662 | loss: 0.0312388 | val_loss: 0.0312393 | Time: 2498.68 ms
[2022-04-11 17:02:30 main:574] : INFO : Epoch 1663 | loss: 0.0312385 | val_loss: 0.0312386 | Time: 2495.91 ms
[2022-04-11 17:02:33 main:574] : INFO : Epoch 1664 | loss: 0.0312385 | val_loss: 0.0312386 | Time: 2490.31 ms
[2022-04-11 17:02:36 main:574] : INFO : Epoch 1665 | loss: 0.0312383 | val_loss: 0.0312385 | Time: 2508.62 ms
[2022-04-11 17:02:39 main:574] : INFO : Epoch 1666 | loss: 0.0312382 | val_loss: 0.0312387 | Time: 2496.08 ms
[2022-04-11 17:02:42 main:574] : INFO : Epoch 1667 | loss: 0.0312381 | val_loss: 0.0312386 | Time: 2500 ms
[2022-04-11 17:02:44 main:574] : INFO : Epoch 1668 | loss: 0.0312382 | val_loss: 0.0312385 | Time: 2495.67 ms
[2022-04-11 17:02:47 main:574] : INFO : Epoch 1669 | loss: 0.0312382 | val_loss: 0.0312386 | Time: 2500.12 ms
[2022-04-11 17:02:50 main:574] : INFO : Epoch 1670 | loss: 0.0312381 | val_loss: 0.0312386 | Time: 2493.91 ms
[2022-04-11 17:02:52 main:574] : INFO : Epoch 1671 | loss: 0.0312382 | val_loss: 0.031239 | Time: 2490.73 ms
[2022-04-11 17:02:55 main:574] : INFO : Epoch 1672 | loss: 0.0312389 | val_loss: 0.0312386 | Time: 2489.62 ms
[2022-04-11 17:02:57 main:574] : INFO : Epoch 1673 | loss: 0.0312384 | val_loss: 0.0312393 | Time: 2500 ms
[2022-04-11 17:03:00 main:574] : INFO : Epoch 1674 | loss: 0.0312382 | val_loss: 0.0312386 | Time: 2496.35 ms
[2022-04-11 17:03:02 main:574] : INFO : Epoch 1675 | loss: 0.0312383 | val_loss: 0.0312392 | Time: 2494.31 ms
[2022-04-11 17:03:05 main:574] : INFO : Epoch 1676 | loss: 0.0312383 | val_loss: 0.0312387 | Time: 2500.5 ms
[2022-04-11 17:03:07 main:574] : INFO : Epoch 1677 | loss: 0.0312383 | val_loss: 0.0312388 | Time: 2501.52 ms
[2022-04-11 17:03:10 main:574] : INFO : Epoch 1678 | loss: 0.0312387 | val_loss: 0.0312388 | Time: 2500.71 ms
[2022-04-11 17:03:13 main:574] : INFO : Epoch 1679 | loss: 0.0312383 | val_loss: 0.0312388 | Time: 2496.38 ms
[2022-04-11 17:03:17 main:574] : INFO : Epoch 1680 | loss: 0.0312386 | val_loss: 0.0312394 | Time: 2504.07 ms
[2022-04-11 17:03:20 main:574] : INFO : Epoch 1681 | loss: 0.0312386 | val_loss: 0.0312392 | Time: 2502.22 ms
[2022-04-11 17:03:23 main:574] : INFO : Epoch 1682 | loss: 0.0312383 | val_loss: 0.0312393 | Time: 2503.21 ms
[2022-04-11 17:03:26 main:574] : INFO : Epoch 1683 | loss: 0.0312383 | val_loss: 0.0312385 | Time: 2502.74 ms
[2022-04-11 17:03:29 main:574] : INFO : Epoch 1684 | loss: 0.0312382 | val_loss: 0.0312392 | Time: 2499.06 ms
[2022-04-11 17:03:32 main:574] : INFO : Epoch 1685 | loss: 0.0312385 | val_loss: 0.0312393 | Time: 2511.61 ms
[2022-04-11 17:03:35 main:574] : INFO : Epoch 1686 | loss: 0.0312384 | val_loss: 0.031239 | Time: 2498.5 ms
[2022-04-11 17:03:38 main:574] : INFO : Epoch 1687 | loss: 0.0312384 | val_loss: 0.0312389 | Time: 2498.53 ms
[2022-04-11 17:03:41 main:574] : INFO : Epoch 1688 | loss: 0.0312386 | val_loss: 0.031239 | Time: 2497.85 ms
[2022-04-11 17:03:44 main:574] : INFO : Epoch 1689 | loss: 0.0312388 | val_loss: 0.0312388 | Time: 2501.68 ms
[2022-04-11 17:03:47 main:574] : INFO : Epoch 1690 | loss: 0.0312389 | val_loss: 0.0312389 | Time: 2506.71 ms
[2022-04-11 17:03:50 main:574] : INFO : Epoch 1691 | loss: 0.0312384 | val_loss: 0.0312387 | Time: 2491.07 ms
[2022-04-11 17:03:53 main:574] : INFO : Epoch 1692 | loss: 0.0312387 | val_loss: 0.0312391 | Time: 2495.5 ms
[2022-04-11 17:03:56 main:574] : INFO : Epoch 1693 | loss: 0.0312384 | val_loss: 0.0312384 | Time: 2498.97 ms
[2022-04-11 17:03:58 main:574] : INFO : Epoch 1694 | loss: 0.0312384 | val_loss: 0.0312391 | Time: 2502.66 ms
[2022-04-11 17:04:01 main:574] : INFO : Epoch 1695 | loss: 0.0312383 | val_loss: 0.0312388 | Time: 2497.08 ms
[2022-04-11 17:04:04 main:574] : INFO : Epoch 1696 | loss: 0.0312381 | val_loss: 0.0312388 | Time: 2497.03 ms
[2022-04-11 17:04:07 main:574] : INFO : Epoch 1697 | loss: 0.0312381 | val_loss: 0.0312384 | Time: 2496.9 ms
[2022-04-11 17:04:10 main:574] : INFO : Epoch 1698 | loss: 0.031238 | val_loss: 0.0312385 | Time: 2487.33 ms
[2022-04-11 17:04:12 main:574] : INFO : Epoch 1699 | loss: 0.0312381 | val_loss: 0.0312391 | Time: 2492.18 ms
[2022-04-11 17:04:15 main:574] : INFO : Epoch 1700 | loss: 0.031238 | val_loss: 0.0312383 | Time: 2496.22 ms
[2022-04-11 17:04:17 main:574] : INFO : Epoch 1701 | loss: 0.0312379 | val_loss: 0.0312382 | Time: 2497.63 ms
[2022-04-11 17:04:20 main:574] : INFO : Epoch 1702 | loss: 0.0312378 | val_loss: 0.0312382 | Time: 2501.02 ms
[2022-04-11 17:04:22 main:574] : INFO : Epoch 1703 | loss: 0.0312379 | val_loss: 0.0312382 | Time: 2496.01 ms
[2022-04-11 17:04:25 main:574] : INFO : Epoch 1704 | loss: 0.0312378 | val_loss: 0.0312379 | Time: 2490.16 ms
[2022-04-11 17:04:28 main:574] : INFO : Epoch 1705 | loss: 0.0312382 | val_loss: 0.0312378 | Time: 2505.61 ms
[2022-04-11 17:04:31 main:574] : INFO : Epoch 1706 | loss: 0.031238 | val_loss: 0.0312378 | Time: 2495.94 ms
[2022-04-11 17:04:34 main:574] : INFO : Epoch 1707 | loss: 0.0312373 | val_loss: 0.0312383 | Time: 2497.54 ms
[2022-04-11 17:04:37 main:574] : INFO : Epoch 1708 | loss: 0.0312372 | val_loss: 0.031237 | Time: 2496.28 ms
[2022-04-11 17:04:40 main:574] : INFO : Epoch 1709 | loss: 0.0312367 | val_loss: 0.031237 | Time: 2502.08 ms
[2022-04-11 17:04:43 main:574] : INFO : Epoch 1710 | loss: 0.0312364 | val_loss: 0.0312369 | Time: 2498.48 ms
[2022-04-11 17:04:46 main:574] : INFO : Epoch 1711 | loss: 0.0312364 | val_loss: 0.0312366 | Time: 2495.8 ms
[2022-04-11 17:04:49 main:574] : INFO : Epoch 1712 | loss: 0.0312366 | val_loss: 0.0312371 | Time: 2497.95 ms
[2022-04-11 17:04:52 main:574] : INFO : Epoch 1713 | loss: 0.0312365 | val_loss: 0.0312375 | Time: 2496.79 ms
[2022-04-11 17:04:55 main:574] : INFO : Epoch 1714 | loss: 0.0312373 | val_loss: 0.0312372 | Time: 2500.87 ms
[2022-04-11 17:04:58 main:574] : INFO : Epoch 1715 | loss: 0.0312367 | val_loss: 0.0312372 | Time: 2491.13 ms
[2022-04-11 17:05:01 main:574] : INFO : Epoch 1716 | loss: 0.031237 | val_loss: 0.0312378 | Time: 2493.38 ms
[2022-04-11 17:05:04 main:574] : INFO : Epoch 1717 | loss: 0.0312367 | val_loss: 0.0312377 | Time: 2502.46 ms
[2022-04-11 17:05:06 main:574] : INFO : Epoch 1718 | loss: 0.0312363 | val_loss: 0.0312371 | Time: 2489.69 ms
[2022-04-11 17:05:09 main:574] : INFO : Epoch 1719 | loss: 0.0312367 | val_loss: 0.0312369 | Time: 2496.46 ms
[2022-04-11 17:05:12 main:574] : INFO : Epoch 1720 | loss: 0.0312365 | val_loss: 0.0312371 | Time: 2499.04 ms
[2022-04-11 17:05:15 main:574] : INFO : Epoch 1721 | loss: 0.0312365 | val_loss: 0.0312381 | Time: 2498.97 ms
[2022-04-11 17:05:18 main:574] : INFO : Epoch 1722 | loss: 0.0312366 | val_loss: 0.0312374 | Time: 2493.37 ms
[2022-04-11 17:05:20 main:574] : INFO : Epoch 1723 | loss: 0.0312361 | val_loss: 0.0312367 | Time: 2488.78 ms
[2022-04-11 17:05:23 main:574] : INFO : Epoch 1724 | loss: 0.031236 | val_loss: 0.0312372 | Time: 2492.78 ms
[2022-04-11 17:05:26 main:574] : INFO : Epoch 1725 | loss: 0.0312361 | val_loss: 0.0312372 | Time: 2505.04 ms
[2022-04-11 17:05:28 main:574] : INFO : Epoch 1726 | loss: 0.0312364 | val_loss: 0.0312369 | Time: 2492.51 ms
[2022-04-11 17:05:31 main:574] : INFO : Epoch 1727 | loss: 0.031236 | val_loss: 0.0312368 | Time: 2504.87 ms
[2022-04-11 17:05:33 main:574] : INFO : Epoch 1728 | loss: 0.0312364 | val_loss: 0.0312378 | Time: 2493.82 ms
[2022-04-11 17:05:36 main:574] : INFO : Epoch 1729 | loss: 0.0312366 | val_loss: 0.031238 | Time: 2500.21 ms
[2022-04-11 17:05:39 main:574] : INFO : Epoch 1730 | loss: 0.0312367 | val_loss: 0.0312371 | Time: 2494.83 ms
[2022-04-11 17:05:42 main:574] : INFO : Epoch 1731 | loss: 0.031236 | val_loss: 0.0312374 | Time: 2494.46 ms
[2022-04-11 17:05:46 main:574] : INFO : Epoch 1732 | loss: 0.0312367 | val_loss: 0.0312366 | Time: 2497.42 ms
[2022-04-11 17:05:49 main:574] : INFO : Epoch 1733 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 2501.35 ms
[2022-04-11 17:05:51 main:574] : INFO : Epoch 1734 | loss: 0.0312362 | val_loss: 0.0312377 | Time: 2492.05 ms
[2022-04-11 17:05:54 main:574] : INFO : Epoch 1735 | loss: 0.0312362 | val_loss: 0.031237 | Time: 2497.48 ms
[2022-04-11 17:05:57 main:574] : INFO : Epoch 1736 | loss: 0.0312364 | val_loss: 0.0312369 | Time: 2496.03 ms
[2022-04-11 17:06:00 main:574] : INFO : Epoch 1737 | loss: 0.0312367 | val_loss: 0.0312368 | Time: 2507.03 ms
[2022-04-11 17:06:03 main:574] : INFO : Epoch 1738 | loss: 0.0312369 | val_loss: 0.031237 | Time: 2495.42 ms
[2022-04-11 17:06:06 main:574] : INFO : Epoch 1739 | loss: 0.0312366 | val_loss: 0.0312378 | Time: 2499.65 ms
[2022-04-11 17:06:09 main:574] : INFO : Epoch 1740 | loss: 0.0312381 | val_loss: 0.0312385 | Time: 2494.45 ms
[2022-04-11 17:06:12 main:574] : INFO : Epoch 1741 | loss: 0.0312388 | val_loss: 0.0312385 | Time: 2501 ms
[2022-04-11 17:06:15 main:574] : INFO : Epoch 1742 | loss: 0.0312387 | val_loss: 0.0312386 | Time: 2511.4 ms
[2022-04-11 17:06:17 main:574] : INFO : Epoch 1743 | loss: 0.0312388 | val_loss: 0.0312389 | Time: 2502.11 ms
[2022-04-11 17:06:20 main:574] : INFO : Epoch 1744 | loss: 0.0312385 | val_loss: 0.0312386 | Time: 2504.77 ms
[2022-04-11 17:06:23 main:574] : INFO : Epoch 1745 | loss: 0.0312383 | val_loss: 0.0312387 | Time: 2494.08 ms
[2022-04-11 17:06:26 main:574] : INFO : Epoch 1746 | loss: 0.0312384 | val_loss: 0.0312386 | Time: 2497.53 ms
[2022-04-11 17:06:28 main:574] : INFO : Epoch 1747 | loss: 0.031239 | val_loss: 0.0312398 | Time: 2497.36 ms
[2022-04-11 17:06:31 main:574] : INFO : Epoch 1748 | loss: 0.0312385 | val_loss: 0.031239 | Time: 2506.19 ms
[2022-04-11 17:06:34 main:574] : INFO : Epoch 1749 | loss: 0.0312382 | val_loss: 0.031239 | Time: 2500.18 ms
[2022-04-11 17:06:37 main:574] : INFO : Epoch 1750 | loss: 0.0312379 | val_loss: 0.0312382 | Time: 2494.36 ms
[2022-04-11 17:06:39 main:574] : INFO : Epoch 1751 | loss: 0.0312381 | val_loss: 0.031238 | Time: 2500.25 ms
[2022-04-11 17:06:42 main:574] : INFO : Epoch 1752 | loss: 0.0312382 | val_loss: 0.0312384 | Time: 2500.02 ms
[2022-04-11 17:06:44 main:574] : INFO : Epoch 1753 | loss: 0.0312375 | val_loss: 0.0312376 | Time: 2503.48 ms
[2022-04-11 17:06:47 main:574] : INFO : Epoch 1754 | loss: 0.0312371 | val_loss: 0.0312366 | Time: 2495.5 ms
[2022-04-11 17:06:49 main:574] : INFO : Epoch 1755 | loss: 0.0312362 | val_loss: 0.0312371 | Time: 2489.79 ms
[2022-04-11 17:06:52 main:574] : INFO : Epoch 1756 | loss: 0.0312365 | val_loss: 0.031237 | Time: 2492.65 ms
[2022-04-11 17:06:54 main:574] : INFO : Epoch 1757 | loss: 0.0312361 | val_loss: 0.031237 | Time: 2505.23 ms
[2022-04-11 17:06:57 main:574] : INFO : Epoch 1758 | loss: 0.0312361 | val_loss: 0.0312371 | Time: 2494.3 ms
[2022-04-11 17:06:59 main:574] : INFO : Epoch 1759 | loss: 0.0312365 | val_loss: 0.031237 | Time: 2496.04 ms
[2022-04-11 17:07:02 main:574] : INFO : Epoch 1760 | loss: 0.0312373 | val_loss: 0.0312375 | Time: 2498.7 ms
[2022-04-11 17:07:05 main:574] : INFO : Epoch 1761 | loss: 0.0312362 | val_loss: 0.031237 | Time: 2505.16 ms
[2022-04-11 17:07:07 main:574] : INFO : Epoch 1762 | loss: 0.031236 | val_loss: 0.0312368 | Time: 2501.72 ms
[2022-04-11 17:07:10 main:574] : INFO : Epoch 1763 | loss: 0.0312365 | val_loss: 0.0312382 | Time: 2495.03 ms
[2022-04-11 17:07:12 main:574] : INFO : Epoch 1764 | loss: 0.0312371 | val_loss: 0.0312371 | Time: 2498.36 ms
[2022-04-11 17:07:15 main:574] : INFO : Epoch 1765 | loss: 0.0312367 | val_loss: 0.0312378 | Time: 2496.22 ms
[2022-04-11 17:07:17 main:574] : INFO : Epoch 1766 | loss: 0.0312373 | val_loss: 0.0312382 | Time: 2495.87 ms
[2022-04-11 17:07:20 main:574] : INFO : Epoch 1767 | loss: 0.031239 | val_loss: 0.0312394 | Time: 2495.26 ms
[2022-04-11 17:07:22 main:574] : INFO : Epoch 1768 | loss: 0.0312373 | val_loss: 0.0312393 | Time: 2491.9 ms
[2022-04-11 17:07:25 main:574] : INFO : Epoch 1769 | loss: 0.0312371 | val_loss: 0.0312371 | Time: 2496.21 ms
[2022-04-11 17:07:27 main:574] : INFO : Epoch 1770 | loss: 0.0312369 | val_loss: 0.0312377 | Time: 2493.49 ms
[2022-04-11 17:07:30 main:574] : INFO : Epoch 1771 | loss: 0.0312359 | val_loss: 0.0312368 | Time: 2495.58 ms
[2022-04-11 17:07:32 main:574] : INFO : Epoch 1772 | loss: 0.0312366 | val_loss: 0.031237 | Time: 2491.94 ms
[2022-04-11 17:07:35 main:574] : INFO : Epoch 1773 | loss: 0.0312361 | val_loss: 0.0312364 | Time: 2500.29 ms
[2022-04-11 17:07:38 main:574] : INFO : Epoch 1774 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 2503.86 ms
[2022-04-11 17:07:40 main:574] : INFO : Epoch 1775 | loss: 0.0312373 | val_loss: 0.0312409 | Time: 2497.65 ms
[2022-04-11 17:07:43 main:574] : INFO : Epoch 1776 | loss: 0.031237 | val_loss: 0.0312366 | Time: 2502.89 ms
[2022-04-11 17:07:45 main:574] : INFO : Epoch 1777 | loss: 0.0312366 | val_loss: 0.0312383 | Time: 2502.31 ms
[2022-04-11 17:07:48 main:574] : INFO : Epoch 1778 | loss: 0.0312368 | val_loss: 0.0312375 | Time: 2499.29 ms
[2022-04-11 17:07:50 main:574] : INFO : Epoch 1779 | loss: 0.0312365 | val_loss: 0.0312372 | Time: 2498.52 ms
[2022-04-11 17:07:53 main:574] : INFO : Epoch 1780 | loss: 0.0312367 | val_loss: 0.0312371 | Time: 2492.73 ms
[2022-04-11 17:07:55 main:574] : INFO : Epoch 1781 | loss: 0.0312366 | val_loss: 0.0312367 | Time: 2511.67 ms
[2022-04-11 17:07:58 main:574] : INFO : Epoch 1782 | loss: 0.0312362 | val_loss: 0.0312372 | Time: 2492.72 ms
[2022-04-11 17:08:00 main:574] : INFO : Epoch 1783 | loss: 0.0312372 | val_loss: 0.0312373 | Time: 2497.23 ms
[2022-04-11 17:08:03 main:574] : INFO : Epoch 1784 | loss: 0.0312372 | val_loss: 0.0312376 | Time: 2499.34 ms
[2022-04-11 17:08:05 main:574] : INFO : Epoch 1785 | loss: 0.0312368 | val_loss: 0.0312372 | Time: 2500.8 ms
[2022-04-11 17:08:08 main:574] : INFO : Epoch 1786 | loss: 0.0312369 | val_loss: 0.0312367 | Time: 2499.03 ms
[2022-04-11 17:08:11 main:574] : INFO : Epoch 1787 | loss: 0.0312363 | val_loss: 0.0312383 | Time: 2496.42 ms
[2022-04-11 17:08:13 main:574] : INFO : Epoch 1788 | loss: 0.0312366 | val_loss: 0.031237 | Time: 2497.5 ms
[2022-04-11 17:08:16 main:574] : INFO : Epoch 1789 | loss: 0.0312366 | val_loss: 0.0312366 | Time: 2506.05 ms
[2022-04-11 17:08:18 main:574] : INFO : Epoch 1790 | loss: 0.0312361 | val_loss: 0.0312366 | Time: 2499.86 ms
[2022-04-11 17:08:21 main:574] : INFO : Epoch 1791 | loss: 0.0312358 | val_loss: 0.0312365 | Time: 2498.72 ms
[2022-04-11 17:08:23 main:574] : INFO : Epoch 1792 | loss: 0.0312362 | val_loss: 0.0312377 | Time: 2493 ms
[2022-04-11 17:08:26 main:574] : INFO : Epoch 1793 | loss: 0.0312369 | val_loss: 0.0312372 | Time: 2502.4 ms
[2022-04-11 17:08:28 main:574] : INFO : Epoch 1794 | loss: 0.0312364 | val_loss: 0.0312368 | Time: 2493.42 ms
[2022-04-11 17:08:31 main:574] : INFO : Epoch 1795 | loss: 0.0312365 | val_loss: 0.0312384 | Time: 2504.03 ms
[2022-04-11 17:08:33 main:574] : INFO : Epoch 1796 | loss: 0.0312366 | val_loss: 0.0312392 | Time: 2494.1 ms
[2022-04-11 17:08:36 main:574] : INFO : Epoch 1797 | loss: 0.031237 | val_loss: 0.0312377 | Time: 2505.49 ms
[2022-04-11 17:08:38 main:574] : INFO : Epoch 1798 | loss: 0.0312367 | val_loss: 0.0312367 | Time: 2498.3 ms
[2022-04-11 17:08:41 main:574] : INFO : Epoch 1799 | loss: 0.0312363 | val_loss: 0.031237 | Time: 2498.44 ms
[2022-04-11 17:08:44 main:574] : INFO : Epoch 1800 | loss: 0.0312365 | val_loss: 0.0312379 | Time: 2500.22 ms
[2022-04-11 17:08:46 main:574] : INFO : Epoch 1801 | loss: 0.0312366 | val_loss: 0.0312377 | Time: 2506.57 ms
[2022-04-11 17:08:49 main:574] : INFO : Epoch 1802 | loss: 0.031238 | val_loss: 0.0312368 | Time: 2498.46 ms
[2022-04-11 17:08:51 main:574] : INFO : Epoch 1803 | loss: 0.0312366 | val_loss: 0.0312382 | Time: 2493.25 ms
[2022-04-11 17:08:54 main:574] : INFO : Epoch 1804 | loss: 0.0312368 | val_loss: 0.0312395 | Time: 2496.51 ms
[2022-04-11 17:08:56 main:574] : INFO : Epoch 1805 | loss: 0.0312369 | val_loss: 0.0312376 | Time: 2500.46 ms
[2022-04-11 17:08:59 main:574] : INFO : Epoch 1806 | loss: 0.031237 | val_loss: 0.0312365 | Time: 2505.84 ms
[2022-04-11 17:09:01 main:574] : INFO : Epoch 1807 | loss: 0.0312368 | val_loss: 0.0312404 | Time: 2497.1 ms
[2022-04-11 17:09:04 main:574] : INFO : Epoch 1808 | loss: 0.0312382 | val_loss: 0.03124 | Time: 2496.89 ms
[2022-04-11 17:09:06 main:574] : INFO : Epoch 1809 | loss: 0.031237 | val_loss: 0.0312369 | Time: 2500.9 ms
[2022-04-11 17:09:09 main:574] : INFO : Epoch 1810 | loss: 0.0312365 | val_loss: 0.0312371 | Time: 2500.27 ms
[2022-04-11 17:09:11 main:574] : INFO : Epoch 1811 | loss: 0.0312361 | val_loss: 0.0312369 | Time: 2506.41 ms
[2022-04-11 17:09:14 main:574] : INFO : Epoch 1812 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 2493.21 ms
[2022-04-11 17:09:17 main:574] : INFO : Epoch 1813 | loss: 0.0312368 | val_loss: 0.031237 | Time: 2510.24 ms
[2022-04-11 17:09:19 main:574] : INFO : Epoch 1814 | loss: 0.0312365 | val_loss: 0.0312365 | Time: 2489.96 ms
[2022-04-11 17:09:22 main:574] : INFO : Epoch 1815 | loss: 0.0312372 | val_loss: 0.0312376 | Time: 2497.68 ms
[2022-04-11 17:09:24 main:574] : INFO : Epoch 1816 | loss: 0.0312371 | val_loss: 0.0312371 | Time: 2492.7 ms
[2022-04-11 17:09:27 main:574] : INFO : Epoch 1817 | loss: 0.0312361 | val_loss: 0.0312365 | Time: 2507.52 ms
[2022-04-11 17:09:29 main:574] : INFO : Epoch 1818 | loss: 0.0312363 | val_loss: 0.0312372 | Time: 2502.39 ms
[2022-04-11 17:09:32 main:574] : INFO : Epoch 1819 | loss: 0.0312367 | val_loss: 0.0312369 | Time: 2500.92 ms
[2022-04-11 17:09:34 main:574] : INFO : Epoch 1820 | loss: 0.0312364 | val_loss: 0.0312371 | Time: 2499.84 ms
[2022-04-11 17:09:37 main:574] : INFO : Epoch 1821 | loss: 0.0312367 | val_loss: 0.0312365 | Time: 2499.71 ms
[2022-04-11 17:09:39 main:574] : INFO : Epoch 1822 | loss: 0.0312366 | val_loss: 0.0312369 | Time: 2498.12 ms
[2022-04-11 17:09:42 main:574] : INFO : Epoch 1823 | loss: 0.0312381 | val_loss: 0.0312409 | Time: 2496.88 ms
[2022-04-11 17:09:44 main:574] : INFO : Epoch 1824 | loss: 0.0312374 | val_loss: 0.0312371 | Time: 2495.2 ms
[2022-04-11 17:09:47 main:574] : INFO : Epoch 1825 | loss: 0.0312367 | val_loss: 0.0312382 | Time: 2505.75 ms
[2022-04-11 17:09:49 main:574] : INFO : Epoch 1826 | loss: 0.0312366 | val_loss: 0.0312375 | Time: 2501.93 ms
[2022-04-11 17:09:52 main:574] : INFO : Epoch 1827 | loss: 0.0312367 | val_loss: 0.0312383 | Time: 2491.87 ms
[2022-04-11 17:09:55 main:574] : INFO : Epoch 1828 | loss: 0.0312376 | val_loss: 0.0312407 | Time: 2494.78 ms
[2022-04-11 17:09:57 main:574] : INFO : Epoch 1829 | loss: 0.0312375 | val_loss: 0.0312366 | Time: 2503.15 ms
[2022-04-11 17:10:00 main:574] : INFO : Epoch 1830 | loss: 0.0312369 | val_loss: 0.0312371 | Time: 2492.66 ms
[2022-04-11 17:10:02 main:574] : INFO : Epoch 1831 | loss: 0.0312365 | val_loss: 0.0312369 | Time: 2504.81 ms
[2022-04-11 17:10:05 main:574] : INFO : Epoch 1832 | loss: 0.031238 | val_loss: 0.0312379 | Time: 2492.14 ms
[2022-04-11 17:10:07 main:574] : INFO : Epoch 1833 | loss: 0.0312367 | val_loss: 0.0312362 | Time: 2494.52 ms
[2022-04-11 17:10:10 main:574] : INFO : Epoch 1834 | loss: 0.0312365 | val_loss: 0.0312376 | Time: 2496.19 ms
[2022-04-11 17:10:12 main:574] : INFO : Epoch 1835 | loss: 0.031237 | val_loss: 0.0312407 | Time: 2501.2 ms
[2022-04-11 17:10:15 main:574] : INFO : Epoch 1836 | loss: 0.0312378 | val_loss: 0.0312397 | Time: 2490.47 ms
[2022-04-11 17:10:17 main:574] : INFO : Epoch 1837 | loss: 0.0312381 | val_loss: 0.0312364 | Time: 2503.3 ms
[2022-04-11 17:10:20 main:574] : INFO : Epoch 1838 | loss: 0.0312369 | val_loss: 0.0312365 | Time: 2496.19 ms
[2022-04-11 17:10:22 main:574] : INFO : Epoch 1839 | loss: 0.0312372 | val_loss: 0.0312377 | Time: 2497.36 ms
[2022-04-11 17:10:25 main:574] : INFO : Epoch 1840 | loss: 0.0312375 | val_loss: 0.031237 | Time: 2490.35 ms
[2022-04-11 17:10:28 main:574] : INFO : Epoch 1841 | loss: 0.0312369 | val_loss: 0.0312371 | Time: 2502.29 ms
[2022-04-11 17:10:30 main:574] : INFO : Epoch 1842 | loss: 0.0312367 | val_loss: 0.031238 | Time: 2494.28 ms
[2022-04-11 17:10:33 main:574] : INFO : Epoch 1843 | loss: 0.0312365 | val_loss: 0.0312372 | Time: 2495.66 ms
[2022-04-11 17:10:35 main:574] : INFO : Epoch 1844 | loss: 0.0312366 | val_loss: 0.0312368 | Time: 2504.15 ms
[2022-04-11 17:10:38 main:574] : INFO : Epoch 1845 | loss: 0.031237 | val_loss: 0.0312375 | Time: 2496.43 ms
[2022-04-11 17:10:40 main:574] : INFO : Epoch 1846 | loss: 0.0312373 | val_loss: 0.0312375 | Time: 2494.75 ms
[2022-04-11 17:10:43 main:574] : INFO : Epoch 1847 | loss: 0.0312366 | val_loss: 0.0312373 | Time: 2510.89 ms
[2022-04-11 17:10:45 main:574] : INFO : Epoch 1848 | loss: 0.0312375 | val_loss: 0.0312406 | Time: 2494.51 ms
[2022-04-11 17:10:48 main:574] : INFO : Epoch 1849 | loss: 0.0312375 | val_loss: 0.0312373 | Time: 2497.93 ms
[2022-04-11 17:10:50 main:574] : INFO : Epoch 1850 | loss: 0.0312363 | val_loss: 0.0312383 | Time: 2502.91 ms
[2022-04-11 17:10:53 main:574] : INFO : Epoch 1851 | loss: 0.0312384 | val_loss: 0.0312408 | Time: 2499.56 ms
[2022-04-11 17:10:56 main:574] : INFO : Epoch 1852 | loss: 0.0312377 | val_loss: 0.0312372 | Time: 2498.7 ms
[2022-04-11 17:10:58 main:574] : INFO : Epoch 1853 | loss: 0.0312365 | val_loss: 0.0312373 | Time: 2503.86 ms
[2022-04-11 17:11:01 main:574] : INFO : Epoch 1854 | loss: 0.031238 | val_loss: 0.0312394 | Time: 2501.07 ms
[2022-04-11 17:11:03 main:574] : INFO : Epoch 1855 | loss: 0.0312382 | val_loss: 0.0312375 | Time: 2503.89 ms
[2022-04-11 17:11:06 main:574] : INFO : Epoch 1856 | loss: 0.0312367 | val_loss: 0.0312377 | Time: 2496.32 ms
[2022-04-11 17:11:08 main:574] : INFO : Epoch 1857 | loss: 0.0312369 | val_loss: 0.0312388 | Time: 2498.64 ms
[2022-04-11 17:11:11 main:574] : INFO : Epoch 1858 | loss: 0.031238 | val_loss: 0.0312377 | Time: 2494.93 ms
[2022-04-11 17:11:13 main:574] : INFO : Epoch 1859 | loss: 0.0312373 | val_loss: 0.0312362 | Time: 2492.71 ms
[2022-04-11 17:11:16 main:574] : INFO : Epoch 1860 | loss: 0.0312377 | val_loss: 0.0312368 | Time: 2481.56 ms
[2022-04-11 17:11:19 main:574] : INFO : Epoch 1861 | loss: 0.0312371 | val_loss: 0.0312378 | Time: 2495.27 ms
[2022-04-11 17:11:21 main:574] : INFO : Epoch 1862 | loss: 0.0312369 | val_loss: 0.0312365 | Time: 2495.37 ms
[2022-04-11 17:11:24 main:574] : INFO : Epoch 1863 | loss: 0.0312378 | val_loss: 0.0312391 | Time: 2490.83 ms
[2022-04-11 17:11:27 main:574] : INFO : Epoch 1864 | loss: 0.0312368 | val_loss: 0.0312384 | Time: 2492.86 ms
[2022-04-11 17:11:29 main:574] : INFO : Epoch 1865 | loss: 0.031238 | val_loss: 0.0312387 | Time: 2499.83 ms
[2022-04-11 17:11:32 main:574] : INFO : Epoch 1866 | loss: 0.0312394 | val_loss: 0.0312422 | Time: 2509.4 ms
[2022-04-11 17:11:34 main:574] : INFO : Epoch 1867 | loss: 0.0312391 | val_loss: 0.0312382 | Time: 2496.6 ms
[2022-04-11 17:11:37 main:574] : INFO : Epoch 1868 | loss: 0.0312373 | val_loss: 0.0312372 | Time: 2500.98 ms
[2022-04-11 17:11:40 main:574] : INFO : Epoch 1869 | loss: 0.0312369 | val_loss: 0.0312372 | Time: 2497.81 ms
[2022-04-11 17:11:42 main:574] : INFO : Epoch 1870 | loss: 0.0312373 | val_loss: 0.0312371 | Time: 2491.96 ms
[2022-04-11 17:11:45 main:574] : INFO : Epoch 1871 | loss: 0.0312368 | val_loss: 0.0312397 | Time: 2487.92 ms
[2022-04-11 17:11:47 main:574] : INFO : Epoch 1872 | loss: 0.0312385 | val_loss: 0.0312409 | Time: 2509.94 ms
[2022-04-11 17:11:50 main:574] : INFO : Epoch 1873 | loss: 0.0312375 | val_loss: 0.0312369 | Time: 2511.89 ms
[2022-04-11 17:11:52 main:574] : INFO : Epoch 1874 | loss: 0.0312376 | val_loss: 0.0312371 | Time: 2502.33 ms
[2022-04-11 17:11:55 main:574] : INFO : Epoch 1875 | loss: 0.0312367 | val_loss: 0.0312378 | Time: 2493.49 ms
[2022-04-11 17:11:57 main:574] : INFO : Epoch 1876 | loss: 0.0312367 | val_loss: 0.0312376 | Time: 2492.4 ms
[2022-04-11 17:12:00 main:574] : INFO : Epoch 1877 | loss: 0.0312383 | val_loss: 0.0312384 | Time: 2496.87 ms
[2022-04-11 17:12:02 main:574] : INFO : Epoch 1878 | loss: 0.0312373 | val_loss: 0.031237 | Time: 2496.35 ms
[2022-04-11 17:12:05 main:574] : INFO : Epoch 1879 | loss: 0.0312363 | val_loss: 0.0312367 | Time: 2496.91 ms
[2022-04-11 17:12:08 main:574] : INFO : Epoch 1880 | loss: 0.0312371 | val_loss: 0.0312384 | Time: 2496.93 ms
[2022-04-11 17:12:10 main:574] : INFO : Epoch 1881 | loss: 0.0312393 | val_loss: 0.0312429 | Time: 2504.93 ms
[2022-04-11 17:12:13 main:574] : INFO : Epoch 1882 | loss: 0.0312382 | val_loss: 0.0312384 | Time: 2494.37 ms
[2022-04-11 17:12:15 main:574] : INFO : Epoch 1883 | loss: 0.0312368 | val_loss: 0.0312377 | Time: 2491.9 ms
[2022-04-11 17:12:18 main:574] : INFO : Epoch 1884 | loss: 0.0312367 | val_loss: 0.0312365 | Time: 2499.31 ms
[2022-04-11 17:12:20 main:574] : INFO : Epoch 1885 | loss: 0.0312376 | val_loss: 0.0312375 | Time: 2501.88 ms
[2022-04-11 17:12:23 main:574] : INFO : Epoch 1886 | loss: 0.0312373 | val_loss: 0.0312373 | Time: 2495.36 ms
[2022-04-11 17:12:25 main:574] : INFO : Epoch 1887 | loss: 0.0312369 | val_loss: 0.0312386 | Time: 2497.17 ms
[2022-04-11 17:12:28 main:574] : INFO : Epoch 1888 | loss: 0.0312383 | val_loss: 0.031238 | Time: 2494.31 ms
[2022-04-11 17:12:31 main:574] : INFO : Epoch 1889 | loss: 0.0312369 | val_loss: 0.0312366 | Time: 2497.05 ms
[2022-04-11 17:12:33 main:574] : INFO : Epoch 1890 | loss: 0.031238 | val_loss: 0.0312398 | Time: 2499.97 ms
[2022-04-11 17:12:36 main:574] : INFO : Epoch 1891 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 2490.85 ms
[2022-04-11 17:12:38 main:574] : INFO : Epoch 1892 | loss: 0.0312379 | val_loss: 0.0312374 | Time: 2494.13 ms
[2022-04-11 17:12:41 main:574] : INFO : Epoch 1893 | loss: 0.0312364 | val_loss: 0.0312396 | Time: 2492.81 ms
[2022-04-11 17:12:43 main:574] : INFO : Epoch 1894 | loss: 0.0312382 | val_loss: 0.0312366 | Time: 2504.75 ms
[2022-04-11 17:12:46 main:574] : INFO : Epoch 1895 | loss: 0.0312363 | val_loss: 0.0312391 | Time: 2498.71 ms
[2022-04-11 17:12:48 main:574] : INFO : Epoch 1896 | loss: 0.031238 | val_loss: 0.0312411 | Time: 2493.81 ms
[2022-04-11 17:12:51 main:574] : INFO : Epoch 1897 | loss: 0.0312378 | val_loss: 0.0312367 | Time: 2498.48 ms
[2022-04-11 17:12:53 main:574] : INFO : Epoch 1898 | loss: 0.0312396 | val_loss: 0.0312413 | Time: 2491.43 ms
[2022-04-11 17:12:56 main:574] : INFO : Epoch 1899 | loss: 0.0312398 | val_loss: 0.0312396 | Time: 2492.07 ms
[2022-04-11 17:12:59 main:574] : INFO : Epoch 1900 | loss: 0.0312367 | val_loss: 0.0312389 | Time: 2491.08 ms
[2022-04-11 17:13:01 main:574] : INFO : Epoch 1901 | loss: 0.0312373 | val_loss: 0.031237 | Time: 2499.16 ms
[2022-04-11 17:13:04 main:574] : INFO : Epoch 1902 | loss: 0.0312375 | val_loss: 0.0312382 | Time: 2497.09 ms
[2022-04-11 17:13:06 main:574] : INFO : Epoch 1903 | loss: 0.0312377 | val_loss: 0.0312388 | Time: 2496.84 ms
[2022-04-11 17:13:09 main:574] : INFO : Epoch 1904 | loss: 0.0312364 | val_loss: 0.0312371 | Time: 2491.19 ms
[2022-04-11 17:13:11 main:574] : INFO : Epoch 1905 | loss: 0.0312384 | val_loss: 0.0312392 | Time: 2490.68 ms
[2022-04-11 17:13:14 main:574] : INFO : Epoch 1906 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 2496.45 ms
[2022-04-11 17:13:16 main:574] : INFO : Epoch 1907 | loss: 0.0312373 | val_loss: 0.0312399 | Time: 2491.91 ms
[2022-04-11 17:13:19 main:574] : INFO : Epoch 1908 | loss: 0.0312374 | val_loss: 0.0312379 | Time: 2503.9 ms
[2022-04-11 17:13:21 main:574] : INFO : Epoch 1909 | loss: 0.0312373 | val_loss: 0.0312383 | Time: 2497.53 ms
[2022-04-11 17:13:24 main:574] : INFO : Epoch 1910 | loss: 0.0312375 | val_loss: 0.031239 | Time: 2498.83 ms
[2022-04-11 17:13:26 main:574] : INFO : Epoch 1911 | loss: 0.0312367 | val_loss: 0.0312369 | Time: 2497.84 ms
[2022-04-11 17:13:29 main:574] : INFO : Epoch 1912 | loss: 0.0312367 | val_loss: 0.0312367 | Time: 2490.48 ms
[2022-04-11 17:13:32 main:574] : INFO : Epoch 1913 | loss: 0.0312383 | val_loss: 0.0312389 | Time: 2497.6 ms
[2022-04-11 17:13:34 main:574] : INFO : Epoch 1914 | loss: 0.0312378 | val_loss: 0.0312365 | Time: 2494.74 ms
[2022-04-11 17:13:37 main:574] : INFO : Epoch 1915 | loss: 0.0312375 | val_loss: 0.0312378 | Time: 2499.85 ms
[2022-04-11 17:13:39 main:574] : INFO : Epoch 1916 | loss: 0.0312381 | val_loss: 0.0312408 | Time: 2501.08 ms
[2022-04-11 17:13:42 main:574] : INFO : Epoch 1917 | loss: 0.0312374 | val_loss: 0.0312374 | Time: 2502.58 ms
[2022-04-11 17:13:44 main:574] : INFO : Epoch 1918 | loss: 0.0312375 | val_loss: 0.031238 | Time: 2495.16 ms
[2022-04-11 17:13:47 main:574] : INFO : Epoch 1919 | loss: 0.0312376 | val_loss: 0.0312375 | Time: 2488.33 ms
[2022-04-11 17:13:49 main:574] : INFO : Epoch 1920 | loss: 0.0312371 | val_loss: 0.0312385 | Time: 2491.02 ms
[2022-04-11 17:13:52 main:574] : INFO : Epoch 1921 | loss: 0.0312375 | val_loss: 0.0312388 | Time: 2498.45 ms
[2022-04-11 17:13:54 main:574] : INFO : Epoch 1922 | loss: 0.0312381 | val_loss: 0.0312457 | Time: 2493.32 ms
[2022-04-11 17:13:57 main:574] : INFO : Epoch 1923 | loss: 0.0312394 | val_loss: 0.031238 | Time: 2508.23 ms
[2022-04-11 17:14:00 main:574] : INFO : Epoch 1924 | loss: 0.0312381 | val_loss: 0.0312387 | Time: 2491.07 ms
[2022-04-11 17:14:02 main:574] : INFO : Epoch 1925 | loss: 0.0312383 | val_loss: 0.0312366 | Time: 2497.6 ms
[2022-04-11 17:14:05 main:574] : INFO : Epoch 1926 | loss: 0.0312368 | val_loss: 0.0312373 | Time: 2498.63 ms
[2022-04-11 17:14:07 main:574] : INFO : Epoch 1927 | loss: 0.0312373 | val_loss: 0.0312411 | Time: 2499.74 ms
[2022-04-11 17:14:10 main:574] : INFO : Epoch 1928 | loss: 0.0312383 | val_loss: 0.0312367 | Time: 2491.71 ms
[2022-04-11 17:14:12 main:574] : INFO : Epoch 1929 | loss: 0.0312371 | val_loss: 0.0312365 | Time: 2495.1 ms
[2022-04-11 17:14:15 main:574] : INFO : Epoch 1930 | loss: 0.0312393 | val_loss: 0.0312412 | Time: 2496.44 ms
[2022-04-11 17:14:17 main:574] : INFO : Epoch 1931 | loss: 0.0312405 | val_loss: 0.0312451 | Time: 2499.18 ms
[2022-04-11 17:14:20 main:574] : INFO : Epoch 1932 | loss: 0.0312374 | val_loss: 0.0312363 | Time: 2496.01 ms
[2022-04-11 17:14:22 main:574] : INFO : Epoch 1933 | loss: 0.0312374 | val_loss: 0.0312372 | Time: 2496.23 ms
[2022-04-11 17:14:25 main:574] : INFO : Epoch 1934 | loss: 0.0312373 | val_loss: 0.0312371 | Time: 2495.73 ms
[2022-04-11 17:14:28 main:574] : INFO : Epoch 1935 | loss: 0.0312377 | val_loss: 0.0312384 | Time: 2494.18 ms
[2022-04-11 17:14:30 main:574] : INFO : Epoch 1936 | loss: 0.0312396 | val_loss: 0.0312385 | Time: 2487.84 ms
[2022-04-11 17:14:33 main:574] : INFO : Epoch 1937 | loss: 0.0312394 | val_loss: 0.031243 | Time: 2502.2 ms
[2022-04-11 17:14:35 main:574] : INFO : Epoch 1938 | loss: 0.0312409 | val_loss: 0.0312371 | Time: 2500.97 ms
[2022-04-11 17:14:38 main:574] : INFO : Epoch 1939 | loss: 0.031238 | val_loss: 0.0312364 | Time: 2500.93 ms
[2022-04-11 17:14:40 main:574] : INFO : Epoch 1940 | loss: 0.0312383 | val_loss: 0.0312378 | Time: 2491.33 ms
[2022-04-11 17:14:43 main:574] : INFO : Epoch 1941 | loss: 0.0312378 | val_loss: 0.0312398 | Time: 2498.39 ms
[2022-04-11 17:14:46 main:574] : INFO : Epoch 1942 | loss: 0.031237 | val_loss: 0.0312369 | Time: 2496.82 ms
[2022-04-11 17:14:48 main:574] : INFO : Epoch 1943 | loss: 0.0312369 | val_loss: 0.0312364 | Time: 2494.28 ms
[2022-04-11 17:14:51 main:574] : INFO : Epoch 1944 | loss: 0.0312368 | val_loss: 0.0312361 | Time: 2494.6 ms
[2022-04-11 17:14:53 main:574] : INFO : Epoch 1945 | loss: 0.0312371 | val_loss: 0.0312412 | Time: 2496.11 ms
[2022-04-11 17:14:56 main:574] : INFO : Epoch 1946 | loss: 0.0312399 | val_loss: 0.0312365 | Time: 2499.38 ms
[2022-04-11 17:14:58 main:574] : INFO : Epoch 1947 | loss: 0.0312389 | val_loss: 0.0312382 | Time: 2483.6 ms
[2022-04-11 17:15:01 main:574] : INFO : Epoch 1948 | loss: 0.0312388 | val_loss: 0.0312374 | Time: 2497.02 ms
[2022-04-11 17:15:04 main:574] : INFO : Epoch 1949 | loss: 0.0312376 | val_loss: 0.0312382 | Time: 2497.73 ms
[2022-04-11 17:15:06 main:574] : INFO : Epoch 1950 | loss: 0.0312379 | val_loss: 0.0312397 | Time: 2494.12 ms
[2022-04-11 17:15:09 main:574] : INFO : Epoch 1951 | loss: 0.0312409 | val_loss: 0.0312406 | Time: 2496.03 ms
[2022-04-11 17:15:11 main:574] : INFO : Epoch 1952 | loss: 0.0312418 | val_loss: 0.0312413 | Time: 2496.84 ms
[2022-04-11 17:15:14 main:574] : INFO : Epoch 1953 | loss: 0.0312396 | val_loss: 0.0312387 | Time: 2499.49 ms
[2022-04-11 17:15:16 main:574] : INFO : Epoch 1954 | loss: 0.0312415 | val_loss: 0.0312418 | Time: 2495.89 ms
[2022-04-11 17:15:19 main:574] : INFO : Epoch 1955 | loss: 0.03124 | val_loss: 0.0312402 | Time: 2492.33 ms
[2022-04-11 17:15:21 main:574] : INFO : Epoch 1956 | loss: 0.0312399 | val_loss: 0.0312381 | Time: 2498.05 ms
[2022-04-11 17:15:24 main:574] : INFO : Epoch 1957 | loss: 0.0312379 | val_loss: 0.0312387 | Time: 2500.13 ms
[2022-04-11 17:15:27 main:574] : INFO : Epoch 1958 | loss: 0.0312389 | val_loss: 0.0312397 | Time: 2495.05 ms
[2022-04-11 17:15:29 main:574] : INFO : Epoch 1959 | loss: 0.0312373 | val_loss: 0.0312371 | Time: 2496.57 ms
[2022-04-11 17:15:32 main:574] : INFO : Epoch 1960 | loss: 0.0312384 | val_loss: 0.031237 | Time: 2490.01 ms
[2022-04-11 17:15:34 main:574] : INFO : Epoch 1961 | loss: 0.0312376 | val_loss: 0.0312396 | Time: 2492.69 ms
[2022-04-11 17:15:37 main:574] : INFO : Epoch 1962 | loss: 0.0312376 | val_loss: 0.0312383 | Time: 2497.12 ms
[2022-04-11 17:15:39 main:574] : INFO : Epoch 1963 | loss: 0.0312367 | val_loss: 0.0312396 | Time: 2492.68 ms
[2022-04-11 17:15:42 main:574] : INFO : Epoch 1964 | loss: 0.0312382 | val_loss: 0.0312366 | Time: 2495.23 ms
[2022-04-11 17:15:44 main:574] : INFO : Epoch 1965 | loss: 0.0312375 | val_loss: 0.0312365 | Time: 2496.72 ms
[2022-04-11 17:15:47 main:574] : INFO : Epoch 1966 | loss: 0.0312377 | val_loss: 0.0312368 | Time: 2499.49 ms
[2022-04-11 17:15:49 main:574] : INFO : Epoch 1967 | loss: 0.0312386 | val_loss: 0.0312421 | Time: 2497.69 ms
[2022-04-11 17:15:52 main:574] : INFO : Epoch 1968 | loss: 0.0312378 | val_loss: 0.0312378 | Time: 2503.51 ms
[2022-04-11 17:15:54 main:574] : INFO : Epoch 1969 | loss: 0.0312362 | val_loss: 0.0312382 | Time: 2494.78 ms
[2022-04-11 17:15:57 main:574] : INFO : Epoch 1970 | loss: 0.0312371 | val_loss: 0.0312376 | Time: 2493.65 ms
[2022-04-11 17:16:00 main:574] : INFO : Epoch 1971 | loss: 0.0312369 | val_loss: 0.0312379 | Time: 2494.6 ms
[2022-04-11 17:16:02 main:574] : INFO : Epoch 1972 | loss: 0.031237 | val_loss: 0.0312377 | Time: 2494.42 ms
[2022-04-11 17:16:05 main:574] : INFO : Epoch 1973 | loss: 0.0312384 | val_loss: 0.0312368 | Time: 2501.41 ms
[2022-04-11 17:16:07 main:574] : INFO : Epoch 1974 | loss: 0.0312365 | val_loss: 0.031238 | Time: 2497.68 ms
[2022-04-11 17:16:10 main:574] : INFO : Epoch 1975 | loss: 0.0312366 | val_loss: 0.0312384 | Time: 2500.81 ms
[2022-04-11 17:16:12 main:574] : INFO : Epoch 1976 | loss: 0.0312382 | val_loss: 0.0312367 | Time: 2493.32 ms
[2022-04-11 17:16:15 main:574] : INFO : Epoch 1977 | loss: 0.0312381 | val_loss: 0.0312417 | Time: 2498.66 ms
[2022-04-11 17:16:17 main:574] : INFO : Epoch 1978 | loss: 0.0312384 | val_loss: 0.0312379 | Time: 2490.87 ms
[2022-04-11 17:16:20 main:574] : INFO : Epoch 1979 | loss: 0.0312385 | val_loss: 0.031238 | Time: 2493.68 ms
[2022-04-11 17:16:22 main:574] : INFO : Epoch 1980 | loss: 0.0312372 | val_loss: 0.031239 | Time: 2488.02 ms
[2022-04-11 17:16:25 main:574] : INFO : Epoch 1981 | loss: 0.0312371 | val_loss: 0.0312381 | Time: 2503.65 ms
[2022-04-11 17:16:28 main:574] : INFO : Epoch 1982 | loss: 0.0312365 | val_loss: 0.0312394 | Time: 2510.55 ms
[2022-04-11 17:16:30 main:574] : INFO : Epoch 1983 | loss: 0.0312377 | val_loss: 0.0312364 | Time: 2497.32 ms
[2022-04-11 17:16:33 main:574] : INFO : Epoch 1984 | loss: 0.0312369 | val_loss: 0.0312384 | Time: 2492.13 ms
[2022-04-11 17:16:35 main:574] : INFO : Epoch 1985 | loss: 0.0312375 | val_loss: 0.0312383 | Time: 2502.47 ms
[2022-04-11 17:16:38 main:574] : INFO : Epoch 1986 | loss: 0.0312377 | val_loss: 0.0312364 | Time: 2491.2 ms
[2022-04-11 17:16:40 main:574] : INFO : Epoch 1987 | loss: 0.0312366 | val_loss: 0.0312364 | Time: 2513.58 ms
[2022-04-11 17:16:43 main:574] : INFO : Epoch 1988 | loss: 0.0312368 | val_loss: 0.0312364 | Time: 2495.04 ms
[2022-04-11 17:16:45 main:574] : INFO : Epoch 1989 | loss: 0.0312375 | val_loss: 0.0312371 | Time: 2499.35 ms
[2022-04-11 17:16:48 main:574] : INFO : Epoch 1990 | loss: 0.0312373 | val_loss: 0.0312382 | Time: 2495.25 ms
[2022-04-11 17:16:50 main:574] : INFO : Epoch 1991 | loss: 0.0312385 | val_loss: 0.0312395 | Time: 2489.74 ms
[2022-04-11 17:16:53 main:574] : INFO : Epoch 1992 | loss: 0.0312369 | val_loss: 0.0312376 | Time: 2497.67 ms
[2022-04-11 17:16:55 main:574] : INFO : Epoch 1993 | loss: 0.0312365 | val_loss: 0.0312364 | Time: 2502.6 ms
[2022-04-11 17:16:58 main:574] : INFO : Epoch 1994 | loss: 0.0312369 | val_loss: 0.0312383 | Time: 2499.71 ms
[2022-04-11 17:17:01 main:574] : INFO : Epoch 1995 | loss: 0.0312392 | val_loss: 0.0312425 | Time: 2510.58 ms
[2022-04-11 17:17:03 main:574] : INFO : Epoch 1996 | loss: 0.0312386 | val_loss: 0.0312377 | Time: 2502.06 ms
[2022-04-11 17:17:06 main:574] : INFO : Epoch 1997 | loss: 0.0312396 | val_loss: 0.0312389 | Time: 2504.14 ms
[2022-04-11 17:17:08 main:574] : INFO : Epoch 1998 | loss: 0.0312368 | val_loss: 0.0312361 | Time: 2494.41 ms
[2022-04-11 17:17:11 main:574] : INFO : Epoch 1999 | loss: 0.031238 | val_loss: 0.0312406 | Time: 2494.26 ms
[2022-04-11 17:17:13 main:574] : INFO : Epoch 2000 | loss: 0.0312382 | val_loss: 0.0312385 | Time: 2495.45 ms
[2022-04-11 17:17:16 main:574] : INFO : Epoch 2001 | loss: 0.0312367 | val_loss: 0.0312387 | Time: 2499.42 ms
[2022-04-11 17:17:19 main:574] : INFO : Epoch 2002 | loss: 0.0312369 | val_loss: 0.0312373 | Time: 2499.8 ms
[2022-04-11 17:17:21 main:574] : INFO : Epoch 2003 | loss: 0.0312372 | val_loss: 0.0312368 | Time: 2498.48 ms
[2022-04-11 17:17:24 main:574] : INFO : Epoch 2004 | loss: 0.0312363 | val_loss: 0.0312366 | Time: 2495.63 ms
[2022-04-11 17:17:26 main:574] : INFO : Epoch 2005 | loss: 0.0312382 | val_loss: 0.0312421 | Time: 2504.74 ms
[2022-04-11 17:17:29 main:574] : INFO : Epoch 2006 | loss: 0.0312393 | val_loss: 0.0312398 | Time: 2493.59 ms
[2022-04-11 17:17:31 main:574] : INFO : Epoch 2007 | loss: 0.0312401 | val_loss: 0.0312402 | Time: 2497.89 ms
[2022-04-11 17:17:34 main:574] : INFO : Epoch 2008 | loss: 0.0312383 | val_loss: 0.0312372 | Time: 2493.64 ms
[2022-04-11 17:17:36 main:574] : INFO : Epoch 2009 | loss: 0.0312393 | val_loss: 0.0312363 | Time: 2505.75 ms
[2022-04-11 17:17:39 main:574] : INFO : Epoch 2010 | loss: 0.0312377 | val_loss: 0.0312383 | Time: 2502.42 ms
[2022-04-11 17:17:41 main:574] : INFO : Epoch 2011 | loss: 0.0312402 | val_loss: 0.0312373 | Time: 2501.87 ms
[2022-04-11 17:17:44 main:574] : INFO : Epoch 2012 | loss: 0.0312395 | val_loss: 0.0312368 | Time: 2498.74 ms
[2022-04-11 17:17:46 main:574] : INFO : Epoch 2013 | loss: 0.0312377 | val_loss: 0.0312378 | Time: 2499.13 ms
[2022-04-11 17:17:49 main:574] : INFO : Epoch 2014 | loss: 0.0312372 | val_loss: 0.0312377 | Time: 2493.9 ms
[2022-04-11 17:17:52 main:574] : INFO : Epoch 2015 | loss: 0.0312369 | val_loss: 0.0312393 | Time: 2494.59 ms
[2022-04-11 17:17:54 main:574] : INFO : Epoch 2016 | loss: 0.0312383 | val_loss: 0.0312366 | Time: 2490.85 ms
[2022-04-11 17:17:57 main:574] : INFO : Epoch 2017 | loss: 0.0312367 | val_loss: 0.0312374 | Time: 2503.72 ms
[2022-04-11 17:17:59 main:574] : INFO : Epoch 2018 | loss: 0.0312375 | val_loss: 0.03124 | Time: 2503.2 ms
[2022-04-11 17:18:02 main:574] : INFO : Epoch 2019 | loss: 0.0312391 | val_loss: 0.0312395 | Time: 2498.97 ms
[2022-04-11 17:18:04 main:574] : INFO : Epoch 2020 | loss: 0.0312377 | val_loss: 0.0312367 | Time: 2496.13 ms
[2022-04-11 17:18:07 main:574] : INFO : Epoch 2021 | loss: 0.0312371 | val_loss: 0.0312374 | Time: 2500.65 ms
[2022-04-11 17:18:09 main:574] : INFO : Epoch 2022 | loss: 0.0312385 | val_loss: 0.031237 | Time: 2493.44 ms
[2022-04-11 17:18:12 main:574] : INFO : Epoch 2023 | loss: 0.0312398 | val_loss: 0.0312434 | Time: 2488.28 ms
[2022-04-11 17:18:15 main:574] : INFO : Epoch 2024 | loss: 0.031242 | val_loss: 0.0312393 | Time: 2493.96 ms
[2022-04-11 17:18:17 main:574] : INFO : Epoch 2025 | loss: 0.0312377 | val_loss: 0.0312405 | Time: 2511.58 ms
[2022-04-11 17:18:20 main:574] : INFO : Epoch 2026 | loss: 0.0312434 | val_loss: 0.0312451 | Time: 2502.19 ms
[2022-04-11 17:18:22 main:574] : INFO : Epoch 2027 | loss: 0.0312406 | val_loss: 0.0312367 | Time: 2494.68 ms
[2022-04-11 17:18:25 main:574] : INFO : Epoch 2028 | loss: 0.031237 | val_loss: 0.0312364 | Time: 2488.74 ms
[2022-04-11 17:18:27 main:574] : INFO : Epoch 2029 | loss: 0.0312366 | val_loss: 0.031237 | Time: 2504.69 ms
[2022-04-11 17:18:30 main:574] : INFO : Epoch 2030 | loss: 0.0312363 | val_loss: 0.0312368 | Time: 2487.8 ms
[2022-04-11 17:18:32 main:574] : INFO : Epoch 2031 | loss: 0.0312367 | val_loss: 0.0312386 | Time: 2507.04 ms
[2022-04-11 17:18:35 main:574] : INFO : Epoch 2032 | loss: 0.0312373 | val_loss: 0.0312364 | Time: 2493.16 ms
[2022-04-11 17:18:37 main:574] : INFO : Epoch 2033 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 2500.3 ms
[2022-04-11 17:18:40 main:574] : INFO : Epoch 2034 | loss: 0.031239 | val_loss: 0.031244 | Time: 2495.5 ms
[2022-04-11 17:18:43 main:574] : INFO : Epoch 2035 | loss: 0.03124 | val_loss: 0.0312382 | Time: 2492.58 ms
[2022-04-11 17:18:45 main:574] : INFO : Epoch 2036 | loss: 0.0312371 | val_loss: 0.0312397 | Time: 2494.46 ms
[2022-04-11 17:18:48 main:574] : INFO : Epoch 2037 | loss: 0.0312387 | val_loss: 0.0312442 | Time: 2495.28 ms
[2022-04-11 17:18:50 main:574] : INFO : Epoch 2038 | loss: 0.0312391 | val_loss: 0.0312381 | Time: 2500.51 ms
[2022-04-11 17:18:53 main:574] : INFO : Epoch 2039 | loss: 0.0312409 | val_loss: 0.031243 | Time: 2496.57 ms
[2022-04-11 17:18:55 main:574] : INFO : Epoch 2040 | loss: 0.0312386 | val_loss: 0.0312375 | Time: 2497.41 ms
[2022-04-11 17:18:58 main:574] : INFO : Epoch 2041 | loss: 0.0312396 | val_loss: 0.0312492 | Time: 2500.91 ms
[2022-04-11 17:19:00 main:574] : INFO : Epoch 2042 | loss: 0.0312426 | val_loss: 0.0312423 | Time: 2492.55 ms
[2022-04-11 17:19:03 main:574] : INFO : Epoch 2043 | loss: 0.0312385 | val_loss: 0.0312408 | Time: 2502.66 ms
[2022-04-11 17:19:05 main:574] : INFO : Epoch 2044 | loss: 0.0312378 | val_loss: 0.0312367 | Time: 2499.06 ms
[2022-04-11 17:19:08 main:574] : INFO : Epoch 2045 | loss: 0.0312362 | val_loss: 0.0312375 | Time: 2502.55 ms
[2022-04-11 17:19:11 main:574] : INFO : Epoch 2046 | loss: 0.0312363 | val_loss: 0.0312364 | Time: 2495.61 ms
[2022-04-11 17:19:13 main:574] : INFO : Epoch 2047 | loss: 0.0312365 | val_loss: 0.0312363 | Time: 2496.54 ms
[2022-04-11 17:19:16 main:574] : INFO : Epoch 2048 | loss: 0.0312375 | val_loss: 0.0312385 | Time: 2494.95 ms
[2022-04-11 17:19:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312385
[2022-04-11 17:19:16 main:603] : INFO : Saving end state to config to file
[2022-04-11 17:19:16 main:608] : INFO : Success, exiting..
17:19:16 (12884): 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)