Task 14596729
| Name | ParityModified-1647042139-16086-3-0_1 |
| Workunit | 11611910 |
| Created | 11 Apr 2022, 6:19:42 UTC |
| Sent | 11 Apr 2022, 6:19:56 UTC |
| Report deadline | 19 Apr 2022, 6:19:56 UTC |
| Received | 11 Apr 2022, 18:32:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 27 min 36 sec |
| CPU time | 1 hours 25 min 7 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: 0.0312362 | val_loss: 0.031236 | Time: 2493.4 ms [2022-04-11 14:01:38 main:574] : INFO : Epoch 1543 | loss: 0.0312362 | val_loss: 0.0312357 | Time: 2501.9 ms [2022-04-11 14:01:40 main:574] : INFO : Epoch 1544 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 2496.49 ms [2022-04-11 14:01:43 main:574] : INFO : Epoch 1545 | loss: 0.0312373 | val_loss: 0.0312364 | Time: 2504 ms [2022-04-11 14:01:45 main:574] : INFO : Epoch 1546 | loss: 0.0312375 | val_loss: 0.0312362 | Time: 2496.83 ms [2022-04-11 14:01:48 main:574] : INFO : Epoch 1547 | loss: 0.0312378 | val_loss: 0.0312359 | Time: 2493.55 ms [2022-04-11 14:01:50 main:574] : INFO : Epoch 1548 | loss: 0.0312361 | val_loss: 0.0312356 | Time: 2497.17 ms [2022-04-11 14:01:53 main:574] : INFO : Epoch 1549 | loss: 0.0312366 | val_loss: 0.0312371 | Time: 2500.33 ms [2022-04-11 14:01:55 main:574] : INFO : Epoch 1550 | loss: 0.031238 | val_loss: 0.0312377 | Time: 2494.14 ms [2022-04-11 14:01:58 main:574] : INFO : Epoch 1551 | loss: 0.0312381 | val_loss: 0.0312365 | Time: 2496.67 ms [2022-04-11 14:02:00 main:574] : INFO : Epoch 1552 | loss: 0.0312367 | val_loss: 0.0312371 | Time: 2500.06 ms [2022-04-11 14:02:03 main:574] : INFO : Epoch 1553 | loss: 0.0312367 | val_loss: 0.031239 | Time: 2498.11 ms [2022-04-11 14:02:05 main:574] : INFO : Epoch 1554 | loss: 0.0312377 | val_loss: 0.0312357 | Time: 2489.75 ms [2022-04-11 14:02:08 main:574] : INFO : Epoch 1555 | loss: 0.0312364 | val_loss: 0.0312368 | Time: 2495.16 ms [2022-04-11 14:02:11 main:574] : INFO : Epoch 1556 | loss: 0.0312373 | val_loss: 0.0312379 | Time: 2492.93 ms [2022-04-11 14:02:13 main:574] : INFO : Epoch 1557 | loss: 0.0312365 | val_loss: 0.0312355 | Time: 2505.48 ms [2022-04-11 14:02:16 main:574] : INFO : Epoch 1558 | loss: 0.031236 | val_loss: 0.0312364 | Time: 2495.2 ms [2022-04-11 14:02:18 main:574] : INFO : Epoch 1559 | loss: 0.0312377 | val_loss: 0.0312362 | Time: 2492.15 ms [2022-04-11 14:02:21 main:574] : INFO : Epoch 1560 | loss: 0.0312362 | val_loss: 0.0312353 | Time: 2498.64 ms [2022-04-11 14:02:23 main:574] : INFO : Epoch 1561 | loss: 0.031236 | val_loss: 0.031236 | Time: 2503.08 ms [2022-04-11 14:02:26 main:574] : INFO : Epoch 1562 | loss: 0.0312361 | val_loss: 0.0312368 | Time: 2495.85 ms [2022-04-11 14:02:28 main:574] : INFO : Epoch 1563 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 2494.24 ms [2022-04-11 14:02:31 main:574] : INFO : Epoch 1564 | loss: 0.0312359 | val_loss: 0.031236 | Time: 2501.04 ms [2022-04-11 14:02:33 main:574] : INFO : Epoch 1565 | loss: 0.0312374 | val_loss: 0.031236 | Time: 2504.78 ms [2022-04-11 14:02:36 main:574] : INFO : Epoch 1566 | loss: 0.0312385 | val_loss: 0.0312362 | Time: 2500.22 ms [2022-04-11 14:02:39 main:574] : INFO : Epoch 1567 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 2499.52 ms [2022-04-11 14:02:41 main:574] : INFO : Epoch 1568 | loss: 0.0312366 | val_loss: 0.0312354 | Time: 2499.53 ms [2022-04-11 14:02:44 main:574] : INFO : Epoch 1569 | loss: 0.0312361 | val_loss: 0.0312362 | Time: 2506.05 ms [2022-04-11 14:02:46 main:574] : INFO : Epoch 1570 | loss: 0.0312366 | val_loss: 0.031236 | Time: 2497.13 ms [2022-04-11 14:02:49 main:574] : INFO : Epoch 1571 | loss: 0.0312367 | val_loss: 0.0312362 | Time: 2503.16 ms [2022-04-11 14:02:51 main:574] : INFO : Epoch 1572 | loss: 0.0312363 | val_loss: 0.0312358 | Time: 2497.65 ms [2022-04-11 14:02:54 main:574] : INFO : Epoch 1573 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 2498.78 ms [2022-04-11 14:02:56 main:574] : INFO : Epoch 1574 | loss: 0.0312361 | val_loss: 0.0312353 | Time: 2495.32 ms [2022-04-11 14:02:59 main:574] : INFO : Epoch 1575 | loss: 0.0312363 | val_loss: 0.0312364 | Time: 2502.51 ms [2022-04-11 14:03:01 main:574] : INFO : Epoch 1576 | loss: 0.0312368 | val_loss: 0.0312368 | Time: 2490.16 ms [2022-04-11 14:03:04 main:574] : INFO : Epoch 1577 | loss: 0.0312366 | val_loss: 0.0312367 | Time: 2495.56 ms [2022-04-11 14:03:07 main:574] : INFO : Epoch 1578 | loss: 0.0312369 | val_loss: 0.0312356 | Time: 2499.64 ms [2022-04-11 14:03:09 main:574] : INFO : Epoch 1579 | loss: 0.031236 | val_loss: 0.0312354 | Time: 2495.7 ms [2022-04-11 14:03:12 main:574] : INFO : Epoch 1580 | loss: 0.0312362 | val_loss: 0.0312354 | Time: 2493.42 ms [2022-04-11 14:03:14 main:574] : INFO : Epoch 1581 | loss: 0.0312367 | val_loss: 0.0312363 | Time: 2503.41 ms [2022-04-11 14:03:17 main:574] : INFO : Epoch 1582 | loss: 0.0312365 | val_loss: 0.0312355 | Time: 2491.84 ms [2022-04-11 14:03:19 main:574] : INFO : Epoch 1583 | loss: 0.0312362 | val_loss: 0.0312354 | Time: 2498.43 ms [2022-04-11 14:03:22 main:574] : INFO : Epoch 1584 | loss: 0.0312358 | val_loss: 0.0312352 | Time: 2486.28 ms [2022-04-11 14:03:24 main:574] : INFO : Epoch 1585 | loss: 0.0312361 | val_loss: 0.0312353 | Time: 2507.42 ms [2022-04-11 14:03:27 main:574] : INFO : Epoch 1586 | loss: 0.0312358 | val_loss: 0.0312353 | Time: 2503.88 ms [2022-04-11 14:03:29 main:574] : INFO : Epoch 1587 | loss: 0.0312363 | val_loss: 0.0312365 | Time: 2498.22 ms [2022-04-11 14:03:32 main:574] : INFO : Epoch 1588 | loss: 0.0312365 | val_loss: 0.0312363 | Time: 2487.63 ms [2022-04-11 14:03:34 main:574] : INFO : Epoch 1589 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 2500.13 ms [2022-04-11 14:03:37 main:574] : INFO : Epoch 1590 | loss: 0.0312363 | val_loss: 0.031238 | Time: 2495.84 ms [2022-04-11 14:03:40 main:574] : INFO : Epoch 1591 | loss: 0.031236 | val_loss: 0.0312352 | Time: 2494.64 ms [2022-04-11 14:03:42 main:574] : INFO : Epoch 1592 | loss: 0.0312369 | val_loss: 0.0312364 | Time: 2497.82 ms [2022-04-11 14:03:45 main:574] : INFO : Epoch 1593 | loss: 0.0312371 | val_loss: 0.0312355 | Time: 2499.77 ms [2022-04-11 14:03:47 main:574] : INFO : Epoch 1594 | loss: 0.031236 | val_loss: 0.0312353 | Time: 2496.64 ms [2022-04-11 14:03:50 main:574] : INFO : Epoch 1595 | loss: 0.0312359 | val_loss: 0.0312355 | Time: 2499.76 ms [2022-04-11 14:03:52 main:574] : INFO : Epoch 1596 | loss: 0.031236 | val_loss: 0.0312356 | Time: 2489.21 ms [2022-04-11 14:03:55 main:574] : INFO : Epoch 1597 | loss: 0.0312368 | val_loss: 0.0312354 | Time: 2506.65 ms [2022-04-11 14:03:57 main:574] : INFO : Epoch 1598 | loss: 0.0312366 | val_loss: 0.0312364 | Time: 2502.48 ms [2022-04-11 14:04:00 main:574] : INFO : Epoch 1599 | loss: 0.0312372 | val_loss: 0.0312361 | Time: 2492.77 ms [2022-04-11 14:04:02 main:574] : INFO : Epoch 1600 | loss: 0.0312382 | val_loss: 0.0312372 | Time: 2499.43 ms [2022-04-11 14:04:05 main:574] : INFO : Epoch 1601 | loss: 0.0312382 | val_loss: 0.0312371 | Time: 2510.11 ms [2022-04-11 14:04:08 main:574] : INFO : Epoch 1602 | loss: 0.0312368 | val_loss: 0.0312358 | Time: 2496.62 ms [2022-04-11 14:04:10 main:574] : INFO : Epoch 1603 | loss: 0.0312366 | val_loss: 0.0312361 | Time: 2497.47 ms [2022-04-11 14:04:13 main:574] : INFO : Epoch 1604 | loss: 0.0312363 | val_loss: 0.0312357 | Time: 2493.55 ms [2022-04-11 14:04:15 main:574] : INFO : Epoch 1605 | loss: 0.0312361 | val_loss: 0.0312356 | Time: 2500.72 ms [2022-04-11 14:04:18 main:574] : INFO : Epoch 1606 | loss: 0.0312375 | val_loss: 0.0312353 | Time: 2497.73 ms [2022-04-11 14:04:20 main:574] : INFO : Epoch 1607 | loss: 0.0312366 | val_loss: 0.0312356 | Time: 2500.56 ms [2022-04-11 14:04:23 main:574] : INFO : Epoch 1608 | loss: 0.0312366 | val_loss: 0.0312356 | Time: 2496.08 ms [2022-04-11 14:04:25 main:574] : INFO : Epoch 1609 | loss: 0.0312369 | val_loss: 0.0312362 | Time: 2512.7 ms [2022-04-11 14:04:28 main:574] : INFO : Epoch 1610 | loss: 0.0312368 | val_loss: 0.0312352 | Time: 2502 ms [2022-04-11 14:04:30 main:574] : INFO : Epoch 1611 | loss: 0.0312368 | val_loss: 0.0312353 | Time: 2503.18 ms [2022-04-11 14:04:33 main:574] : INFO : Epoch 1612 | loss: 0.0312363 | val_loss: 0.0312354 | Time: 2491.12 ms [2022-04-11 14:04:36 main:574] : INFO : Epoch 1613 | loss: 0.0312361 | val_loss: 0.0312387 | Time: 2500.84 ms [2022-04-11 14:04:38 main:574] : INFO : Epoch 1614 | loss: 0.0312366 | val_loss: 0.0312367 | Time: 2501.24 ms [2022-04-11 14:04:41 main:574] : INFO : Epoch 1615 | loss: 0.0312371 | val_loss: 0.0312352 | Time: 2498.28 ms [2022-04-11 14:04:43 main:574] : INFO : Epoch 1616 | loss: 0.0312359 | val_loss: 0.0312356 | Time: 2503.61 ms [2022-04-11 14:04:46 main:574] : INFO : Epoch 1617 | loss: 0.0312367 | val_loss: 0.0312374 | Time: 2501.61 ms [2022-04-11 14:04:48 main:574] : INFO : Epoch 1618 | loss: 0.0312372 | val_loss: 0.0312358 | Time: 2497.91 ms [2022-04-11 14:04:51 main:574] : INFO : Epoch 1619 | loss: 0.0312363 | val_loss: 0.0312359 | Time: 2497.94 ms [2022-04-11 14:04:53 main:574] : INFO : Epoch 1620 | loss: 0.0312365 | val_loss: 0.0312362 | Time: 2496.98 ms [2022-04-11 14:04:56 main:574] : INFO : Epoch 1621 | loss: 0.0312361 | val_loss: 0.0312359 | Time: 2499.83 ms [2022-04-11 14:04:58 main:574] : INFO : Epoch 1622 | loss: 0.0312362 | val_loss: 0.0312366 | Time: 2497.6 ms [2022-04-11 14:05:01 main:574] : INFO : Epoch 1623 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 2498.64 ms [2022-04-11 14:05:04 main:574] : INFO : Epoch 1624 | loss: 0.0312381 | val_loss: 0.0312367 | Time: 2503.19 ms [2022-04-11 14:05:06 main:574] : INFO : Epoch 1625 | loss: 0.0312365 | val_loss: 0.0312364 | Time: 2507.79 ms [2022-04-11 14:05:09 main:574] : INFO : Epoch 1626 | loss: 0.0312361 | val_loss: 0.0312354 | Time: 2494.51 ms [2022-04-11 14:05:11 main:574] : INFO : Epoch 1627 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 2488.69 ms [2022-04-11 14:05:14 main:574] : INFO : Epoch 1628 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 2489.87 ms [2022-04-11 14:05:16 main:574] : INFO : Epoch 1629 | loss: 0.0312365 | val_loss: 0.0312359 | Time: 2500.93 ms [2022-04-11 14:05:19 main:574] : INFO : Epoch 1630 | loss: 0.0312375 | val_loss: 0.0312356 | Time: 2493.55 ms [2022-04-11 14:05:21 main:574] : INFO : Epoch 1631 | loss: 0.0312362 | val_loss: 0.0312358 | Time: 2498.72 ms [2022-04-11 14:05:24 main:574] : INFO : Epoch 1632 | loss: 0.0312363 | val_loss: 0.0312354 | Time: 2500.07 ms [2022-04-11 14:05:26 main:574] : INFO : Epoch 1633 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 2502.75 ms [2022-04-11 14:05:29 main:574] : INFO : Epoch 1634 | loss: 0.0312359 | val_loss: 0.0312358 | Time: 2495.37 ms [2022-04-11 14:05:32 main:574] : INFO : Epoch 1635 | loss: 0.0312367 | val_loss: 0.0312358 | Time: 2497.41 ms [2022-04-11 14:05:34 main:574] : INFO : Epoch 1636 | loss: 0.0312372 | val_loss: 0.031238 | Time: 2489.49 ms [2022-04-11 14:05:37 main:574] : INFO : Epoch 1637 | loss: 0.031242 | val_loss: 0.031238 | Time: 2497.04 ms [2022-04-11 14:05:39 main:574] : INFO : Epoch 1638 | loss: 0.0312779 | val_loss: 0.0312818 | Time: 2506.41 ms [2022-04-11 14:05:42 main:574] : INFO : Epoch 1639 | loss: 0.03148 | val_loss: 0.0313 | Time: 2500.48 ms [2022-04-11 14:05:44 main:574] : INFO : Epoch 1640 | loss: 0.031679 | val_loss: 0.0314061 | Time: 2506.56 ms [2022-04-11 14:05:47 main:574] : INFO : Epoch 1641 | loss: 0.0313439 | val_loss: 0.0312812 | Time: 2509.84 ms [2022-04-11 14:05:49 main:574] : INFO : Epoch 1642 | loss: 0.0312543 | val_loss: 0.0312414 | Time: 2493.48 ms [2022-04-11 14:05:52 main:574] : INFO : Epoch 1643 | loss: 0.0312389 | val_loss: 0.0312367 | Time: 2494.32 ms [2022-04-11 14:05:54 main:574] : INFO : Epoch 1644 | loss: 0.0312376 | val_loss: 0.0312363 | Time: 2496.81 ms [2022-04-11 14:05:57 main:574] : INFO : Epoch 1645 | loss: 0.0312369 | val_loss: 0.0312385 | Time: 2497.48 ms [2022-04-11 14:06:00 main:574] : INFO : Epoch 1646 | loss: 0.0312366 | val_loss: 0.0312357 | Time: 2497.34 ms [2022-04-11 14:06:02 main:574] : INFO : Epoch 1647 | loss: 0.0312368 | val_loss: 0.0312374 | Time: 2490.6 ms [2022-04-11 14:06:05 main:574] : INFO : Epoch 1648 | loss: 0.0312367 | val_loss: 0.0312371 | Time: 2496.16 ms [2022-04-11 14:06:07 main:574] : INFO : Epoch 1649 | loss: 0.031237 | val_loss: 0.0312364 | Time: 2503.64 ms [2022-04-11 14:06:10 main:574] : INFO : Epoch 1650 | loss: 0.0312368 | val_loss: 0.0312357 | Time: 2497.97 ms [2022-04-11 14:06:12 main:574] : INFO : Epoch 1651 | loss: 0.0312364 | val_loss: 0.0312375 | Time: 2497.36 ms [2022-04-11 14:06:15 main:574] : INFO : Epoch 1652 | loss: 0.0312363 | val_loss: 0.0312364 | Time: 2498.17 ms [2022-04-11 14:06:17 main:574] : INFO : Epoch 1653 | loss: 0.0312363 | val_loss: 0.0312363 | Time: 2507.05 ms [2022-04-11 14:06:20 main:574] : INFO : Epoch 1654 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 2494.94 ms [2022-04-11 14:06:22 main:574] : INFO : Epoch 1655 | loss: 0.0312362 | val_loss: 0.0312384 | Time: 2497.99 ms [2022-04-11 14:06:25 main:574] : INFO : Epoch 1656 | loss: 0.0312375 | val_loss: 0.0312357 | Time: 2495.71 ms [2022-04-11 14:06:28 main:574] : INFO : Epoch 1657 | loss: 0.031236 | val_loss: 0.0312353 | Time: 2497.49 ms [2022-04-11 14:06:30 main:574] : INFO : Epoch 1658 | loss: 0.0312365 | val_loss: 0.0312355 | Time: 2493.11 ms [2022-04-11 14:06:33 main:574] : INFO : Epoch 1659 | loss: 0.0312371 | val_loss: 0.0312372 | Time: 2499.71 ms [2022-04-11 14:06:35 main:574] : INFO : Epoch 1660 | loss: 0.0312369 | val_loss: 0.0312354 | Time: 2498.97 ms [2022-04-11 14:06:38 main:574] : INFO : Epoch 1661 | loss: 0.0312365 | val_loss: 0.0312359 | Time: 2492.47 ms [2022-04-11 14:06:40 main:574] : INFO : Epoch 1662 | loss: 0.0312365 | val_loss: 0.0312368 | Time: 2492.66 ms [2022-04-11 14:06:43 main:574] : INFO : Epoch 1663 | loss: 0.0312364 | val_loss: 0.031238 | Time: 2492.61 ms [2022-04-11 14:06:45 main:574] : INFO : Epoch 1664 | loss: 0.0312361 | val_loss: 0.0312353 | Time: 2483.86 ms [2022-04-11 14:06:48 main:574] : INFO : Epoch 1665 | loss: 0.0312358 | val_loss: 0.0312361 | Time: 2499.26 ms [2022-04-11 14:06:50 main:574] : INFO : Epoch 1666 | loss: 0.0312366 | val_loss: 0.0312356 | Time: 2496.36 ms [2022-04-11 14:06:53 main:574] : INFO : Epoch 1667 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 2496.74 ms [2022-04-11 14:06:55 main:574] : INFO : Epoch 1668 | loss: 0.0312369 | val_loss: 0.0312357 | Time: 2495.61 ms [2022-04-11 14:06:58 main:574] : INFO : Epoch 1669 | loss: 0.0312363 | val_loss: 0.0312359 | Time: 2498.12 ms [2022-04-11 14:07:01 main:574] : INFO : Epoch 1670 | loss: 0.0312364 | val_loss: 0.0312361 | Time: 2494.36 ms [2022-04-11 14:07:03 main:574] : INFO : Epoch 1671 | loss: 0.0312365 | val_loss: 0.0312355 | Time: 2502.65 ms [2022-04-11 14:07:06 main:574] : INFO : Epoch 1672 | loss: 0.031236 | val_loss: 0.031237 | Time: 2491.01 ms [2022-04-11 14:07:08 main:574] : INFO : Epoch 1673 | loss: 0.0312364 | val_loss: 0.0312361 | Time: 2500.9 ms [2022-04-11 14:07:11 main:574] : INFO : Epoch 1674 | loss: 0.031236 | val_loss: 0.0312356 | Time: 2488.57 ms [2022-04-11 14:07:13 main:574] : INFO : Epoch 1675 | loss: 0.0312368 | val_loss: 0.0312358 | Time: 2497.67 ms [2022-04-11 14:07:16 main:574] : INFO : Epoch 1676 | loss: 0.0312369 | val_loss: 0.0312359 | Time: 2498.24 ms [2022-04-11 14:07:18 main:574] : INFO : Epoch 1677 | loss: 0.0312371 | val_loss: 0.0312372 | Time: 2495.57 ms [2022-04-11 14:07:21 main:574] : INFO : Epoch 1678 | loss: 0.0312363 | val_loss: 0.0312364 | Time: 2495.14 ms [2022-04-11 14:07:23 main:574] : INFO : Epoch 1679 | loss: 0.0312366 | val_loss: 0.0312357 | Time: 2500.49 ms [2022-04-11 14:07:26 main:574] : INFO : Epoch 1680 | loss: 0.0312366 | val_loss: 0.0312354 | Time: 2492.73 ms [2022-04-11 14:07:28 main:574] : INFO : Epoch 1681 | loss: 0.0312365 | val_loss: 0.0312367 | Time: 2501.51 ms [2022-04-11 14:07:31 main:574] : INFO : Epoch 1682 | loss: 0.0312363 | val_loss: 0.0312354 | Time: 2493.57 ms [2022-04-11 14:07:34 main:574] : INFO : Epoch 1683 | loss: 0.0312368 | val_loss: 0.0312369 | Time: 2497.1 ms [2022-04-11 14:07:36 main:574] : INFO : Epoch 1684 | loss: 0.0312368 | val_loss: 0.0312361 | Time: 2484.45 ms [2022-04-11 14:07:39 main:574] : INFO : Epoch 1685 | loss: 0.0312367 | val_loss: 0.031237 | Time: 2503.7 ms [2022-04-11 14:07:41 main:574] : INFO : Epoch 1686 | loss: 0.0312365 | val_loss: 0.0312358 | Time: 2495.73 ms [2022-04-11 14:07:44 main:574] : INFO : Epoch 1687 | loss: 0.0312362 | val_loss: 0.031236 | Time: 2494.67 ms [2022-04-11 14:07:46 main:574] : INFO : Epoch 1688 | loss: 0.0312371 | val_loss: 0.0312362 | Time: 2495.99 ms [2022-04-11 14:07:49 main:574] : INFO : Epoch 1689 | loss: 0.0312369 | val_loss: 0.0312365 | Time: 2499.01 ms [2022-04-11 14:07:51 main:574] : INFO : Epoch 1690 | loss: 0.0312363 | val_loss: 0.0312356 | Time: 2499.12 ms [2022-04-11 14:07:54 main:574] : INFO : Epoch 1691 | loss: 0.031237 | val_loss: 0.0312355 | Time: 2497.88 ms [2022-04-11 14:07:56 main:574] : INFO : Epoch 1692 | loss: 0.0312364 | val_loss: 0.0312363 | Time: 2495.49 ms [2022-04-11 14:07:59 main:574] : INFO : Epoch 1693 | loss: 0.0312363 | val_loss: 0.0312353 | Time: 2503.25 ms [2022-04-11 14:08:01 main:574] : INFO : Epoch 1694 | loss: 0.0312366 | val_loss: 0.0312402 | Time: 2494.98 ms [2022-04-11 14:08:04 main:574] : INFO : Epoch 1695 | loss: 0.0312379 | val_loss: 0.0312362 | Time: 2495.58 ms [2022-04-11 14:08:07 main:574] : INFO : Epoch 1696 | loss: 0.0312363 | val_loss: 0.0312357 | Time: 2494.6 ms [2022-04-11 14:08:09 main:574] : INFO : Epoch 1697 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 2500.72 ms [2022-04-11 14:08:12 main:574] : INFO : Epoch 1698 | loss: 0.0312365 | val_loss: 0.0312362 | Time: 2493.47 ms [2022-04-11 14:08:14 main:574] : INFO : Epoch 1699 | loss: 0.0312364 | val_loss: 0.0312357 | Time: 2505.9 ms [2022-04-11 14:08:17 main:574] : INFO : Epoch 1700 | loss: 0.0312373 | val_loss: 0.0312361 | Time: 2494.72 ms [2022-04-11 14:08:19 main:574] : INFO : Epoch 1701 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 2499.8 ms [2022-04-11 14:08:22 main:574] : INFO : Epoch 1702 | loss: 0.0312368 | val_loss: 0.0312364 | Time: 2496.39 ms [2022-04-11 14:08:24 main:574] : INFO : Epoch 1703 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 2503.06 ms [2022-04-11 14:08:27 main:574] : INFO : Epoch 1704 | loss: 0.0312369 | val_loss: 0.0312354 | Time: 2506.18 ms [2022-04-11 14:08:29 main:574] : INFO : Epoch 1705 | loss: 0.0312386 | val_loss: 0.0312404 | Time: 2497.96 ms [2022-04-11 14:08:32 main:574] : INFO : Epoch 1706 | loss: 0.0312374 | val_loss: 0.0312378 | Time: 2485.7 ms [2022-04-11 14:08:34 main:574] : INFO : Epoch 1707 | loss: 0.031238 | val_loss: 0.0312378 | Time: 2499.92 ms [2022-04-11 14:08:37 main:574] : INFO : Epoch 1708 | loss: 0.0312374 | val_loss: 0.0312358 | Time: 2496.65 ms [2022-04-11 14:08:40 main:574] : INFO : Epoch 1709 | loss: 0.031236 | val_loss: 0.0312354 | Time: 2501.78 ms [2022-04-11 14:08:42 main:574] : INFO : Epoch 1710 | loss: 0.0312363 | val_loss: 0.0312361 | Time: 2497.58 ms [2022-04-11 14:08:45 main:574] : INFO : Epoch 1711 | loss: 0.0312363 | val_loss: 0.0312359 | Time: 2492.69 ms [2022-04-11 14:08:47 main:574] : INFO : Epoch 1712 | loss: 0.031236 | val_loss: 0.0312354 | Time: 2494.79 ms [2022-04-11 14:08:50 main:574] : INFO : Epoch 1713 | loss: 0.0312359 | val_loss: 0.0312359 | Time: 2494.22 ms [2022-04-11 14:08:52 main:574] : INFO : Epoch 1714 | loss: 0.0312367 | val_loss: 0.0312364 | Time: 2498.43 ms [2022-04-11 14:08:55 main:574] : INFO : Epoch 1715 | loss: 0.0312366 | val_loss: 0.0312361 | Time: 2499.36 ms [2022-04-11 14:08:57 main:574] : INFO : Epoch 1716 | loss: 0.0312365 | val_loss: 0.031236 | Time: 2499.21 ms [2022-04-11 14:09:00 main:574] : INFO : Epoch 1717 | loss: 0.0312369 | val_loss: 0.0312367 | Time: 2494.3 ms [2022-04-11 14:09:02 main:574] : INFO : Epoch 1718 | loss: 0.031236 | val_loss: 0.0312354 | Time: 2498.08 ms [2022-04-11 14:09:05 main:574] : INFO : Epoch 1719 | loss: 0.0312359 | val_loss: 0.0312353 | Time: 2500.54 ms [2022-04-11 14:09:08 main:574] : INFO : Epoch 1720 | loss: 0.0312358 | val_loss: 0.0312359 | Time: 2500.25 ms [2022-04-11 14:09:10 main:574] : INFO : Epoch 1721 | loss: 0.0312358 | val_loss: 0.0312356 | Time: 2504.39 ms [2022-04-11 14:09:13 main:574] : INFO : Epoch 1722 | loss: 0.031236 | val_loss: 0.0312354 | Time: 2495.5 ms [2022-04-11 14:09:15 main:574] : INFO : Epoch 1723 | loss: 0.0312363 | val_loss: 0.0312364 | Time: 2508.87 ms [2022-04-11 14:09:18 main:574] : INFO : Epoch 1724 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 2493.27 ms [2022-04-11 14:09:20 main:574] : INFO : Epoch 1725 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 2499.59 ms [2022-04-11 14:09:23 main:574] : INFO : Epoch 1726 | loss: 0.031236 | val_loss: 0.0312354 | Time: 2490.81 ms [2022-04-11 14:09:25 main:574] : INFO : Epoch 1727 | loss: 0.0312364 | val_loss: 0.0312354 | Time: 2499.15 ms [2022-04-11 14:09:28 main:574] : INFO : Epoch 1728 | loss: 0.0312362 | val_loss: 0.0312355 | Time: 2494.19 ms [2022-04-11 14:09:30 main:574] : INFO : Epoch 1729 | loss: 0.0312362 | val_loss: 0.0312357 | Time: 2503.98 ms [2022-04-11 14:09:33 main:574] : INFO : Epoch 1730 | loss: 0.0312369 | val_loss: 0.0312355 | Time: 2499.83 ms [2022-04-11 14:09:36 main:574] : INFO : Epoch 1731 | loss: 0.0312363 | val_loss: 0.0312357 | Time: 2505.68 ms [2022-04-11 14:09:38 main:574] : INFO : Epoch 1732 | loss: 0.0312367 | val_loss: 0.0312353 | Time: 2489.47 ms [2022-04-11 14:09:41 main:574] : INFO : Epoch 1733 | loss: 0.0312369 | val_loss: 0.0312371 | Time: 2502.2 ms [2022-04-11 14:09:43 main:574] : INFO : Epoch 1734 | loss: 0.0312381 | val_loss: 0.0312358 | Time: 2494.54 ms [2022-04-11 14:09:46 main:574] : INFO : Epoch 1735 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 2498.97 ms [2022-04-11 14:09:48 main:574] : INFO : Epoch 1736 | loss: 0.0312361 | val_loss: 0.0312366 | Time: 2503.82 ms [2022-04-11 14:09:51 main:574] : INFO : Epoch 1737 | loss: 0.0312361 | val_loss: 0.031236 | Time: 2503.34 ms [2022-04-11 14:09:53 main:574] : INFO : Epoch 1738 | loss: 0.0312361 | val_loss: 0.0312353 | Time: 2496.78 ms [2022-04-11 14:09:56 main:574] : INFO : Epoch 1739 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 2499.93 ms [2022-04-11 14:09:58 main:574] : INFO : Epoch 1740 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 2492.46 ms [2022-04-11 14:10:01 main:574] : INFO : Epoch 1741 | loss: 0.0312359 | val_loss: 0.0312355 | Time: 2504.18 ms [2022-04-11 14:10:04 main:574] : INFO : Epoch 1742 | loss: 0.031236 | val_loss: 0.0312353 | Time: 2512.49 ms [2022-04-11 14:10:06 main:574] : INFO : Epoch 1743 | loss: 0.0312359 | val_loss: 0.0312356 | Time: 2500.45 ms [2022-04-11 14:10:09 main:574] : INFO : Epoch 1744 | loss: 0.0312361 | val_loss: 0.0312357 | Time: 2496 ms [2022-04-11 14:10:11 main:574] : INFO : Epoch 1745 | loss: 0.031236 | val_loss: 0.0312353 | Time: 2508.71 ms [2022-04-11 14:10:14 main:574] : INFO : Epoch 1746 | loss: 0.0312363 | val_loss: 0.0312353 | Time: 2496.18 ms [2022-04-11 14:10:16 main:574] : INFO : Epoch 1747 | loss: 0.0312364 | val_loss: 0.0312353 | Time: 2501.72 ms [2022-04-11 14:10:19 main:574] : INFO : Epoch 1748 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 2489.39 ms [2022-04-11 14:10:21 main:574] : INFO : Epoch 1749 | loss: 0.0312362 | val_loss: 0.0312362 | Time: 2505.86 ms [2022-04-11 14:10:24 main:574] : INFO : Epoch 1750 | loss: 0.0312356 | val_loss: 0.0312356 | Time: 2497.85 ms [2022-04-11 14:10:26 main:574] : INFO : Epoch 1751 | loss: 0.0312358 | val_loss: 0.0312365 | Time: 2495.39 ms [2022-04-11 14:10:29 main:574] : INFO : Epoch 1752 | loss: 0.0312367 | val_loss: 0.0312362 | Time: 2494.16 ms [2022-04-11 14:10:31 main:574] : INFO : Epoch 1753 | loss: 0.0312368 | val_loss: 0.0312358 | Time: 2500.16 ms [2022-04-11 14:10:34 main:574] : INFO : Epoch 1754 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 2497.98 ms [2022-04-11 14:10:37 main:574] : INFO : Epoch 1755 | loss: 0.0312361 | val_loss: 0.0312358 | Time: 2500.87 ms [2022-04-11 14:10:39 main:574] : INFO : Epoch 1756 | loss: 0.031237 | val_loss: 0.0312367 | Time: 2497.44 ms [2022-04-11 14:10:42 main:574] : INFO : Epoch 1757 | loss: 0.0312362 | val_loss: 0.0312354 | Time: 2501.33 ms [2022-04-11 14:10:44 main:574] : INFO : Epoch 1758 | loss: 0.0312369 | val_loss: 0.0312357 | Time: 2503.61 ms [2022-04-11 14:10:47 main:574] : INFO : Epoch 1759 | loss: 0.0312377 | val_loss: 0.0312354 | Time: 2497.36 ms [2022-04-11 14:10:49 main:574] : INFO : Epoch 1760 | loss: 0.031237 | val_loss: 0.0312355 | Time: 2490.06 ms [2022-04-11 14:10:52 main:574] : INFO : Epoch 1761 | loss: 0.0312359 | val_loss: 0.0312365 | Time: 2500.87 ms [2022-04-11 14:10:54 main:574] : INFO : Epoch 1762 | loss: 0.0312359 | val_loss: 0.0312368 | Time: 2496.7 ms [2022-04-11 14:10:57 main:574] : INFO : Epoch 1763 | loss: 0.0312363 | val_loss: 0.0312356 | Time: 2499.26 ms [2022-04-11 14:10:59 main:574] : INFO : Epoch 1764 | loss: 0.031237 | val_loss: 0.0312359 | Time: 2493.25 ms [2022-04-11 14:11:02 main:574] : INFO : Epoch 1765 | loss: 0.0312371 | val_loss: 0.031236 | Time: 2504.98 ms [2022-04-11 14:11:05 main:574] : INFO : Epoch 1766 | loss: 0.0312365 | val_loss: 0.0312377 | Time: 2495.28 ms [2022-04-11 14:11:07 main:574] : INFO : Epoch 1767 | loss: 0.031236 | val_loss: 0.0312361 | Time: 2500.33 ms [2022-04-11 14:11:10 main:574] : INFO : Epoch 1768 | loss: 0.0312367 | val_loss: 0.0312358 | Time: 2496.56 ms [2022-04-11 14:11:12 main:574] : INFO : Epoch 1769 | loss: 0.0312365 | val_loss: 0.0312384 | Time: 2509.39 ms [2022-04-11 14:11:15 main:574] : INFO : Epoch 1770 | loss: 0.0312368 | val_loss: 0.0312359 | Time: 2495.81 ms [2022-04-11 14:11:17 main:574] : INFO : Epoch 1771 | loss: 0.0312362 | val_loss: 0.0312355 | Time: 2499.99 ms [2022-04-11 14:11:20 main:574] : INFO : Epoch 1772 | loss: 0.0312361 | val_loss: 0.0312354 | Time: 2498.41 ms [2022-04-11 14:11:22 main:574] : INFO : Epoch 1773 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 2500.33 ms [2022-04-11 14:11:25 main:574] : INFO : Epoch 1774 | loss: 0.0312372 | val_loss: 0.0312357 | Time: 2501.72 ms [2022-04-11 14:11:27 main:574] : INFO : Epoch 1775 | loss: 0.0312361 | val_loss: 0.0312352 | Time: 2497.96 ms [2022-04-11 14:11:30 main:574] : INFO : Epoch 1776 | loss: 0.0312359 | val_loss: 0.0312353 | Time: 2501.38 ms [2022-04-11 14:11:32 main:574] : INFO : Epoch 1777 | loss: 0.0312359 | val_loss: 0.0312361 | Time: 2505.7 ms [2022-04-11 14:11:35 main:574] : INFO : Epoch 1778 | loss: 0.0312359 | val_loss: 0.0312359 | Time: 2496.67 ms [2022-04-11 14:11:38 main:574] : INFO : Epoch 1779 | loss: 0.0312363 | val_loss: 0.0312371 | Time: 2501.99 ms [2022-04-11 14:11:40 main:574] : INFO : Epoch 1780 | loss: 0.0312369 | val_loss: 0.0312356 | Time: 2497.6 ms [2022-04-11 14:11:43 main:574] : INFO : Epoch 1781 | loss: 0.0312368 | val_loss: 0.0312355 | Time: 2501.7 ms [2022-04-11 14:11:45 main:574] : INFO : Epoch 1782 | loss: 0.0312366 | val_loss: 0.0312353 | Time: 2495.99 ms [2022-04-11 14:11:48 main:574] : INFO : Epoch 1783 | loss: 0.0312363 | val_loss: 0.0312359 | Time: 2501.92 ms [2022-04-11 14:11:50 main:574] : INFO : Epoch 1784 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 2495.44 ms [2022-04-11 14:11:53 main:574] : INFO : Epoch 1785 | loss: 0.0312361 | val_loss: 0.0312363 | Time: 2511.79 ms [2022-04-11 14:11:55 main:574] : INFO : Epoch 1786 | loss: 0.031236 | val_loss: 0.0312355 | Time: 2502.74 ms [2022-04-11 14:11:58 main:574] : INFO : Epoch 1787 | loss: 0.0312364 | val_loss: 0.0312358 | Time: 2491.7 ms [2022-04-11 14:12:00 main:574] : INFO : Epoch 1788 | loss: 0.0312362 | val_loss: 0.0312363 | Time: 2496.68 ms [2022-04-11 14:12:03 main:574] : INFO : Epoch 1789 | loss: 0.0312363 | val_loss: 0.0312359 | Time: 2509.03 ms [2022-04-11 14:12:06 main:574] : INFO : Epoch 1790 | loss: 0.0312366 | val_loss: 0.0312379 | Time: 2497.21 ms [2022-04-11 14:12:08 main:574] : INFO : Epoch 1791 | loss: 0.0312366 | val_loss: 0.0312364 | Time: 2502.17 ms [2022-04-11 14:12:11 main:574] : INFO : Epoch 1792 | loss: 0.0312368 | val_loss: 0.0312377 | Time: 2494.97 ms [2022-04-11 14:12:13 main:574] : INFO : Epoch 1793 | loss: 0.0312369 | val_loss: 0.0312365 | Time: 2496.85 ms [2022-04-11 14:12:16 main:574] : INFO : Epoch 1794 | loss: 0.0312362 | val_loss: 0.0312373 | Time: 2492.15 ms [2022-04-11 14:12:18 main:574] : INFO : Epoch 1795 | loss: 0.0312371 | val_loss: 0.0312359 | Time: 2494.04 ms [2022-04-11 14:12:21 main:574] : INFO : Epoch 1796 | loss: 0.0312362 | val_loss: 0.031236 | Time: 2489.68 ms [2022-04-11 14:12:23 main:574] : INFO : Epoch 1797 | loss: 0.0312361 | val_loss: 0.0312352 | Time: 2499.35 ms [2022-04-11 14:12:26 main:574] : INFO : Epoch 1798 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 2494.79 ms [2022-04-11 14:12:28 main:574] : INFO : Epoch 1799 | loss: 0.031237 | val_loss: 0.0312361 | Time: 2505.21 ms [2022-04-11 14:12:31 main:574] : INFO : Epoch 1800 | loss: 0.0312358 | val_loss: 0.0312362 | Time: 2489.59 ms [2022-04-11 14:12:33 main:574] : INFO : Epoch 1801 | loss: 0.0312359 | val_loss: 0.031236 | Time: 2502.91 ms [2022-04-11 14:12:36 main:574] : INFO : Epoch 1802 | loss: 0.0312359 | val_loss: 0.0312353 | Time: 2493.62 ms [2022-04-11 14:12:39 main:574] : INFO : Epoch 1803 | loss: 0.0312361 | val_loss: 0.0312359 | Time: 2496.83 ms [2022-04-11 14:12:41 main:574] : INFO : Epoch 1804 | loss: 0.0312362 | val_loss: 0.031236 | Time: 2495.9 ms [2022-04-11 14:12:44 main:574] : INFO : Epoch 1805 | loss: 0.0312372 | val_loss: 0.0312362 | Time: 2502.84 ms [2022-04-11 14:12:46 main:574] : INFO : Epoch 1806 | loss: 0.0312365 | val_loss: 0.0312353 | Time: 2489.87 ms [2022-04-11 14:12:49 main:574] : INFO : Epoch 1807 | loss: 0.0312366 | val_loss: 0.0312363 | Time: 2499.57 ms [2022-04-11 14:12:51 main:574] : INFO : Epoch 1808 | loss: 0.0312363 | val_loss: 0.0312354 | Time: 2493.63 ms [2022-04-11 14:12:54 main:574] : INFO : Epoch 1809 | loss: 0.0312366 | val_loss: 0.0312359 | Time: 2506.62 ms [2022-04-11 14:12:56 main:574] : INFO : Epoch 1810 | loss: 0.0312365 | val_loss: 0.0312355 | Time: 2496.27 ms [2022-04-11 14:12:59 main:574] : INFO : Epoch 1811 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 2498.84 ms [2022-04-11 14:13:01 main:574] : INFO : Epoch 1812 | loss: 0.0312364 | val_loss: 0.0312394 | Time: 2494.22 ms [2022-04-11 14:13:04 main:574] : INFO : Epoch 1813 | loss: 0.0312368 | val_loss: 0.0312357 | Time: 2500.87 ms [2022-04-11 14:13:07 main:574] : INFO : Epoch 1814 | loss: 0.0312362 | val_loss: 0.031236 | Time: 2499.61 ms [2022-04-11 14:13:09 main:574] : INFO : Epoch 1815 | loss: 0.0312368 | val_loss: 0.0312364 | Time: 2499.11 ms [2022-04-11 14:13:12 main:574] : INFO : Epoch 1816 | loss: 0.0312362 | val_loss: 0.0312359 | Time: 2488.85 ms [2022-04-11 14:13:14 main:574] : INFO : Epoch 1817 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 2506.2 ms [2022-04-11 14:13:17 main:574] : INFO : Epoch 1818 | loss: 0.0312364 | val_loss: 0.0312381 | Time: 2503.09 ms [2022-04-11 14:13:19 main:574] : INFO : Epoch 1819 | loss: 0.0312364 | val_loss: 0.0312366 | Time: 2504.15 ms [2022-04-11 14:13:22 main:574] : INFO : Epoch 1820 | loss: 0.0312363 | val_loss: 0.0312353 | Time: 2497.3 ms [2022-04-11 14:13:24 main:574] : INFO : Epoch 1821 | loss: 0.0312358 | val_loss: 0.0312359 | Time: 2502.17 ms [2022-04-11 14:13:27 main:574] : INFO : Epoch 1822 | loss: 0.0312361 | val_loss: 0.0312354 | Time: 2507.16 ms [2022-04-11 14:13:29 main:574] : INFO : Epoch 1823 | loss: 0.0312361 | val_loss: 0.0312353 | Time: 2499.03 ms [2022-04-11 14:13:32 main:574] : INFO : Epoch 1824 | loss: 0.0312363 | val_loss: 0.0312362 | Time: 2495.22 ms [2022-04-11 14:13:35 main:574] : INFO : Epoch 1825 | loss: 0.0312366 | val_loss: 0.0312361 | Time: 2503.26 ms [2022-04-11 14:13:37 main:574] : INFO : Epoch 1826 | loss: 0.0312363 | val_loss: 0.0312356 | Time: 2496.69 ms [2022-04-11 14:13:40 main:574] : INFO : Epoch 1827 | loss: 0.0312361 | val_loss: 0.0312354 | Time: 2501.78 ms [2022-04-11 14:13:42 main:574] : INFO : Epoch 1828 | loss: 0.031237 | val_loss: 0.0312355 | Time: 2493.07 ms [2022-04-11 14:13:45 main:574] : INFO : Epoch 1829 | loss: 0.031236 | val_loss: 0.0312353 | Time: 2507.73 ms [2022-04-11 14:13:47 main:574] : INFO : Epoch 1830 | loss: 0.031236 | val_loss: 0.0312357 | Time: 2503.91 ms [2022-04-11 14:13:50 main:574] : INFO : Epoch 1831 | loss: 0.031236 | val_loss: 0.0312353 | Time: 2497.42 ms [2022-04-11 14:13:52 main:574] : INFO : Epoch 1832 | loss: 0.031236 | val_loss: 0.0312353 | Time: 2491.76 ms [2022-04-11 14:13:55 main:574] : INFO : Epoch 1833 | loss: 0.0312362 | val_loss: 0.0312354 | Time: 2503.65 ms [2022-04-11 14:13:57 main:574] : INFO : Epoch 1834 | loss: 0.0312362 | val_loss: 0.0312362 | Time: 2494.33 ms [2022-04-11 14:14:00 main:574] : INFO : Epoch 1835 | loss: 0.0312362 | val_loss: 0.0312358 | Time: 2499.18 ms [2022-04-11 14:14:03 main:574] : INFO : Epoch 1836 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 2496.42 ms [2022-04-11 14:14:05 main:574] : INFO : Epoch 1837 | loss: 0.0312367 | val_loss: 0.0312365 | Time: 2500.55 ms [2022-04-11 14:14:08 main:574] : INFO : Epoch 1838 | loss: 0.031236 | val_loss: 0.0312353 | Time: 2497.03 ms [2022-04-11 14:14:10 main:574] : INFO : Epoch 1839 | loss: 0.0312364 | val_loss: 0.0312365 | Time: 2499.01 ms [2022-04-11 14:14:13 main:574] : INFO : Epoch 1840 | loss: 0.0312363 | val_loss: 0.0312358 | Time: 2496.15 ms [2022-04-11 14:14:15 main:574] : INFO : Epoch 1841 | loss: 0.0312358 | val_loss: 0.0312359 | Time: 2508.48 ms [2022-04-11 14:14:18 main:574] : INFO : Epoch 1842 | loss: 0.0312361 | val_loss: 0.031236 | Time: 2494.21 ms [2022-04-11 14:14:20 main:574] : INFO : Epoch 1843 | loss: 0.0312368 | val_loss: 0.0312357 | Time: 2501.93 ms [2022-04-11 14:14:23 main:574] : INFO : Epoch 1844 | loss: 0.0312361 | val_loss: 0.0312358 | Time: 2495.29 ms [2022-04-11 14:14:25 main:574] : INFO : Epoch 1845 | loss: 0.0312364 | val_loss: 0.0312354 | Time: 2505.48 ms [2022-04-11 14:14:28 main:574] : INFO : Epoch 1846 | loss: 0.0312362 | val_loss: 0.0312355 | Time: 2497.99 ms [2022-04-11 14:14:30 main:574] : INFO : Epoch 1847 | loss: 0.0312361 | val_loss: 0.0312364 | Time: 2496.41 ms [2022-04-11 14:14:33 main:574] : INFO : Epoch 1848 | loss: 0.0312358 | val_loss: 0.0312353 | Time: 2494.74 ms [2022-04-11 14:14:36 main:574] : INFO : Epoch 1849 | loss: 0.0312356 | val_loss: 0.0312355 | Time: 2499.72 ms [2022-04-11 14:14:38 main:574] : INFO : Epoch 1850 | loss: 0.0312371 | val_loss: 0.0312361 | Time: 2493.85 ms [2022-04-11 14:14:41 main:574] : INFO : Epoch 1851 | loss: 0.0312376 | val_loss: 0.0312359 | Time: 2504.04 ms [2022-04-11 14:14:43 main:574] : INFO : Epoch 1852 | loss: 0.0312366 | val_loss: 0.0312354 | Time: 2498.93 ms [2022-04-11 14:14:46 main:574] : INFO : Epoch 1853 | loss: 0.0312367 | val_loss: 0.0312369 | Time: 2505.81 ms [2022-04-11 14:14:48 main:574] : INFO : Epoch 1854 | loss: 0.0312371 | val_loss: 0.0312359 | Time: 2496.88 ms [2022-04-11 14:14:51 main:574] : INFO : Epoch 1855 | loss: 0.0312372 | val_loss: 0.0312372 | Time: 2501.3 ms [2022-04-11 14:14:53 main:574] : INFO : Epoch 1856 | loss: 0.0312368 | val_loss: 0.0312356 | Time: 2497.62 ms [2022-04-11 14:14:56 main:574] : INFO : Epoch 1857 | loss: 0.031236 | val_loss: 0.0312356 | Time: 2505.2 ms [2022-04-11 14:14:58 main:574] : INFO : Epoch 1858 | loss: 0.0312364 | val_loss: 0.0312353 | Time: 2502.78 ms [2022-04-11 14:15:01 main:574] : INFO : Epoch 1859 | loss: 0.0312359 | val_loss: 0.0312353 | Time: 2498.29 ms [2022-04-11 14:15:04 main:574] : INFO : Epoch 1860 | loss: 0.031236 | val_loss: 0.0312358 | Time: 2504.31 ms [2022-04-11 14:15:06 main:574] : INFO : Epoch 1861 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 2493.55 ms [2022-04-11 14:15:09 main:574] : INFO : Epoch 1862 | loss: 0.031238 | val_loss: 0.0312365 | Time: 2497.82 ms [2022-04-11 14:15:11 main:574] : INFO : Epoch 1863 | loss: 0.0312368 | val_loss: 0.0312354 | Time: 2503.14 ms [2022-04-11 14:15:14 main:574] : INFO : Epoch 1864 | loss: 0.0312357 | val_loss: 0.0312354 | Time: 2497.53 ms [2022-04-11 14:15:16 main:574] : INFO : Epoch 1865 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 2500.66 ms [2022-04-11 14:15:19 main:574] : INFO : Epoch 1866 | loss: 0.031236 | val_loss: 0.0312356 | Time: 2495.88 ms [2022-04-11 14:15:21 main:574] : INFO : Epoch 1867 | loss: 0.0312363 | val_loss: 0.0312356 | Time: 2502.98 ms [2022-04-11 14:15:24 main:574] : INFO : Epoch 1868 | loss: 0.0312368 | val_loss: 0.0312381 | Time: 2501.65 ms [2022-04-11 14:15:26 main:574] : INFO : Epoch 1869 | loss: 0.0312398 | val_loss: 0.0312409 | Time: 2493.87 ms [2022-04-11 14:15:29 main:574] : INFO : Epoch 1870 | loss: 0.0312366 | val_loss: 0.0312355 | Time: 2495.74 ms [2022-04-11 14:15:32 main:574] : INFO : Epoch 1871 | loss: 0.0312361 | val_loss: 0.0312374 | Time: 2503.93 ms [2022-04-11 14:15:34 main:574] : INFO : Epoch 1872 | loss: 0.0312367 | val_loss: 0.0312358 | Time: 2502.05 ms [2022-04-11 14:15:37 main:574] : INFO : Epoch 1873 | loss: 0.0312362 | val_loss: 0.0312368 | Time: 2500.48 ms [2022-04-11 14:15:39 main:574] : INFO : Epoch 1874 | loss: 0.0312369 | val_loss: 0.0312371 | Time: 2490.99 ms [2022-04-11 14:15:42 main:574] : INFO : Epoch 1875 | loss: 0.0312367 | val_loss: 0.0312363 | Time: 2498.35 ms [2022-04-11 14:15:44 main:574] : INFO : Epoch 1876 | loss: 0.031236 | val_loss: 0.0312355 | Time: 2497.55 ms [2022-04-11 14:15:47 main:574] : INFO : Epoch 1877 | loss: 0.0312356 | val_loss: 0.0312359 | Time: 2503.9 ms [2022-04-11 14:15:49 main:574] : INFO : Epoch 1878 | loss: 0.0312359 | val_loss: 0.0312357 | Time: 2496.2 ms [2022-04-11 14:15:52 main:574] : INFO : Epoch 1879 | loss: 0.0312363 | val_loss: 0.0312353 | Time: 2496.38 ms [2022-04-11 14:15:54 main:574] : INFO : Epoch 1880 | loss: 0.031236 | val_loss: 0.0312354 | Time: 2496.36 ms [2022-04-11 14:15:57 main:574] : INFO : Epoch 1881 | loss: 0.0312364 | val_loss: 0.0312367 | Time: 2496.42 ms [2022-04-11 14:16:00 main:574] : INFO : Epoch 1882 | loss: 0.0312364 | val_loss: 0.031236 | Time: 2497.64 ms [2022-04-11 14:16:02 main:574] : INFO : Epoch 1883 | loss: 0.0312359 | val_loss: 0.0312356 | Time: 2502.39 ms [2022-04-11 14:16:05 main:574] : INFO : Epoch 1884 | loss: 0.0312364 | val_loss: 0.0312368 | Time: 2497.99 ms [2022-04-11 14:16:07 main:574] : INFO : Epoch 1885 | loss: 0.0312362 | val_loss: 0.0312371 | Time: 2504.52 ms [2022-04-11 14:16:10 main:574] : INFO : Epoch 1886 | loss: 0.0312369 | val_loss: 0.0312362 | Time: 2502.08 ms [2022-04-11 14:16:12 main:574] : INFO : Epoch 1887 | loss: 0.0312373 | val_loss: 0.031239 | Time: 2494.26 ms [2022-04-11 14:16:15 main:574] : INFO : Epoch 1888 | loss: 0.0312415 | val_loss: 0.0312418 | Time: 2487.06 ms [2022-04-11 14:16:17 main:574] : INFO : Epoch 1889 | loss: 0.0312388 | val_loss: 0.0312363 | Time: 2503.15 ms [2022-04-11 14:16:20 main:574] : INFO : Epoch 1890 | loss: 0.0312384 | val_loss: 0.0312364 | Time: 2506.71 ms [2022-04-11 14:16:22 main:574] : INFO : Epoch 1891 | loss: 0.0312359 | val_loss: 0.0312369 | Time: 2508.11 ms [2022-04-11 14:16:25 main:574] : INFO : Epoch 1892 | loss: 0.0312368 | val_loss: 0.0312358 | Time: 2491.73 ms [2022-04-11 14:16:27 main:574] : INFO : Epoch 1893 | loss: 0.0312368 | val_loss: 0.0312355 | Time: 2500.45 ms [2022-04-11 14:16:30 main:574] : INFO : Epoch 1894 | loss: 0.0312373 | val_loss: 0.0312368 | Time: 2497.12 ms [2022-04-11 14:16:33 main:574] : INFO : Epoch 1895 | loss: 0.0312369 | val_loss: 0.0312365 | Time: 2503.37 ms [2022-04-11 14:16:35 main:574] : INFO : Epoch 1896 | loss: 0.0312363 | val_loss: 0.0312372 | Time: 2491.75 ms [2022-04-11 14:16:38 main:574] : INFO : Epoch 1897 | loss: 0.0312378 | val_loss: 0.0312364 | Time: 2501.86 ms [2022-04-11 14:16:40 main:574] : INFO : Epoch 1898 | loss: 0.0312368 | val_loss: 0.0312421 | Time: 2502.02 ms [2022-04-11 14:16:43 main:574] : INFO : Epoch 1899 | loss: 0.0312394 | val_loss: 0.0312372 | Time: 2494.48 ms [2022-04-11 14:16:45 main:574] : INFO : Epoch 1900 | loss: 0.0312396 | val_loss: 0.0312428 | Time: 2497.12 ms [2022-04-11 14:16:48 main:574] : INFO : Epoch 1901 | loss: 0.0312377 | val_loss: 0.0312357 | Time: 2501.16 ms [2022-04-11 14:16:50 main:574] : INFO : Epoch 1902 | loss: 0.0312371 | val_loss: 0.0312419 | Time: 2496.34 ms [2022-04-11 14:16:53 main:574] : INFO : Epoch 1903 | loss: 0.0312378 | val_loss: 0.0312354 | Time: 2497.47 ms [2022-04-11 14:16:55 main:574] : INFO : Epoch 1904 | loss: 0.031236 | val_loss: 0.0312363 | Time: 2499.5 ms [2022-04-11 14:16:58 main:574] : INFO : Epoch 1905 | loss: 0.0312363 | val_loss: 0.0312353 | Time: 2505.3 ms [2022-04-11 14:17:01 main:574] : INFO : Epoch 1906 | loss: 0.0312363 | val_loss: 0.0312358 | Time: 2499.97 ms [2022-04-11 14:17:03 main:574] : INFO : Epoch 1907 | loss: 0.0312361 | val_loss: 0.0312367 | Time: 2492.88 ms [2022-04-11 14:17:06 main:574] : INFO : Epoch 1908 | loss: 0.031236 | val_loss: 0.0312362 | Time: 2493.48 ms [2022-04-11 14:17:08 main:574] : INFO : Epoch 1909 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 2506.21 ms [2022-04-11 14:17:11 main:574] : INFO : Epoch 1910 | loss: 0.0312362 | val_loss: 0.0312361 | Time: 2498.47 ms [2022-04-11 14:17:13 main:574] : INFO : Epoch 1911 | loss: 0.0312361 | val_loss: 0.0312353 | Time: 2499.84 ms [2022-04-11 14:17:16 main:574] : INFO : Epoch 1912 | loss: 0.0312362 | val_loss: 0.0312361 | Time: 2496.9 ms [2022-04-11 14:17:18 main:574] : INFO : Epoch 1913 | loss: 0.0312362 | val_loss: 0.0312358 | Time: 2509.81 ms [2022-04-11 14:17:21 main:574] : INFO : Epoch 1914 | loss: 0.0312368 | val_loss: 0.03124 | Time: 2501.1 ms [2022-04-11 14:17:23 main:574] : INFO : Epoch 1915 | loss: 0.0312374 | val_loss: 0.0312368 | Time: 2501.81 ms [2022-04-11 14:17:26 main:574] : INFO : Epoch 1916 | loss: 0.031236 | val_loss: 0.0312357 | Time: 2498.56 ms [2022-04-11 14:17:29 main:574] : INFO : Epoch 1917 | loss: 0.0312361 | val_loss: 0.0312353 | Time: 2506.1 ms [2022-04-11 14:17:31 main:574] : INFO : Epoch 1918 | loss: 0.0312358 | val_loss: 0.0312394 | Time: 2498.24 ms [2022-04-11 14:17:34 main:574] : INFO : Epoch 1919 | loss: 0.0312373 | val_loss: 0.0312357 | Time: 2507.3 ms [2022-04-11 14:17:36 main:574] : INFO : Epoch 1920 | loss: 0.0312363 | val_loss: 0.0312363 | Time: 2499.9 ms [2022-04-11 14:17:39 main:574] : INFO : Epoch 1921 | loss: 0.0312363 | val_loss: 0.0312353 | Time: 2502.51 ms [2022-04-11 14:17:41 main:574] : INFO : Epoch 1922 | loss: 0.0312357 | val_loss: 0.0312352 | Time: 2502.86 ms [2022-04-11 14:17:44 main:574] : INFO : Epoch 1923 | loss: 0.0312361 | val_loss: 0.0312365 | Time: 2503.67 ms [2022-04-11 14:17:46 main:574] : INFO : Epoch 1924 | loss: 0.0312364 | val_loss: 0.0312373 | Time: 2491.78 ms [2022-04-11 14:17:49 main:574] : INFO : Epoch 1925 | loss: 0.0312383 | val_loss: 0.0312372 | Time: 2500 ms [2022-04-11 14:17:51 main:574] : INFO : Epoch 1926 | loss: 0.0312386 | val_loss: 0.0312392 | Time: 2499.39 ms [2022-04-11 14:17:54 main:574] : INFO : Epoch 1927 | loss: 0.0312385 | val_loss: 0.0312373 | Time: 2501.3 ms [2022-04-11 14:17:57 main:574] : INFO : Epoch 1928 | loss: 0.0312364 | val_loss: 0.0312362 | Time: 2500.81 ms [2022-04-11 14:17:59 main:574] : INFO : Epoch 1929 | loss: 0.0312368 | val_loss: 0.0312358 | Time: 2505.47 ms [2022-04-11 14:18:02 main:574] : INFO : Epoch 1930 | loss: 0.0312366 | val_loss: 0.0312361 | Time: 2495.47 ms [2022-04-11 14:18:04 main:574] : INFO : Epoch 1931 | loss: 0.0312365 | val_loss: 0.031236 | Time: 2500.14 ms [2022-04-11 14:18:07 main:574] : INFO : Epoch 1932 | loss: 0.031236 | val_loss: 0.0312357 | Time: 2497.41 ms [2022-04-11 14:18:09 main:574] : INFO : Epoch 1933 | loss: 0.0312365 | val_loss: 0.0312383 | Time: 2505.01 ms [2022-04-11 14:18:12 main:574] : INFO : Epoch 1934 | loss: 0.0312374 | val_loss: 0.0312363 | Time: 2503.47 ms [2022-04-11 14:18:14 main:574] : INFO : Epoch 1935 | loss: 0.0312363 | val_loss: 0.0312363 | Time: 2504.92 ms [2022-04-11 14:18:17 main:574] : INFO : Epoch 1936 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 2487.76 ms [2022-04-11 14:18:19 main:574] : INFO : Epoch 1937 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 2503.83 ms [2022-04-11 14:18:22 main:574] : INFO : Epoch 1938 | loss: 0.0312358 | val_loss: 0.0312366 | Time: 2500.68 ms [2022-04-11 14:18:24 main:574] : INFO : Epoch 1939 | loss: 0.0312382 | val_loss: 0.0312368 | Time: 2501.59 ms [2022-04-11 14:18:27 main:574] : INFO : Epoch 1940 | loss: 0.031238 | val_loss: 0.0312403 | Time: 2496.35 ms [2022-04-11 14:18:30 main:574] : INFO : Epoch 1941 | loss: 0.0312372 | val_loss: 0.0312358 | Time: 2501.03 ms [2022-04-11 14:18:32 main:574] : INFO : Epoch 1942 | loss: 0.0312363 | val_loss: 0.0312354 | Time: 2502.97 ms [2022-04-11 14:18:35 main:574] : INFO : Epoch 1943 | loss: 0.0312362 | val_loss: 0.0312376 | Time: 2494.9 ms [2022-04-11 14:18:37 main:574] : INFO : Epoch 1944 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 2504.07 ms [2022-04-11 14:18:40 main:574] : INFO : Epoch 1945 | loss: 0.0312374 | val_loss: 0.0312354 | Time: 2504.65 ms [2022-04-11 14:18:42 main:574] : INFO : Epoch 1946 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 2495.46 ms [2022-04-11 14:18:45 main:574] : INFO : Epoch 1947 | loss: 0.031236 | val_loss: 0.0312359 | Time: 2505.34 ms [2022-04-11 14:18:47 main:574] : INFO : Epoch 1948 | loss: 0.031236 | val_loss: 0.031236 | Time: 2499.8 ms [2022-04-11 14:18:50 main:574] : INFO : Epoch 1949 | loss: 0.0312363 | val_loss: 0.031237 | Time: 2504.29 ms [2022-04-11 14:18:52 main:574] : INFO : Epoch 1950 | loss: 0.0312371 | val_loss: 0.0312381 | Time: 2501.68 ms [2022-04-11 14:18:55 main:574] : INFO : Epoch 1951 | loss: 0.0312369 | val_loss: 0.0312354 | Time: 2497.37 ms [2022-04-11 14:18:58 main:574] : INFO : Epoch 1952 | loss: 0.0312362 | val_loss: 0.0312358 | Time: 2494.96 ms [2022-04-11 14:19:00 main:574] : INFO : Epoch 1953 | loss: 0.0312359 | val_loss: 0.0312353 | Time: 2504.43 ms [2022-04-11 14:19:03 main:574] : INFO : Epoch 1954 | loss: 0.0312361 | val_loss: 0.031238 | Time: 2499.17 ms [2022-04-11 14:19:05 main:574] : INFO : Epoch 1955 | loss: 0.031237 | val_loss: 0.0312392 | Time: 2498.42 ms [2022-04-11 14:19:08 main:574] : INFO : Epoch 1956 | loss: 0.0312379 | val_loss: 0.0312393 | Time: 2493.66 ms [2022-04-11 14:19:10 main:574] : INFO : Epoch 1957 | loss: 0.0312367 | val_loss: 0.0312359 | Time: 2502.13 ms [2022-04-11 14:19:13 main:574] : INFO : Epoch 1958 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 2491.41 ms [2022-04-11 14:19:15 main:574] : INFO : Epoch 1959 | loss: 0.0312366 | val_loss: 0.0312355 | Time: 2506.38 ms [2022-04-11 14:19:18 main:574] : INFO : Epoch 1960 | loss: 0.0312362 | val_loss: 0.0312355 | Time: 2498.62 ms [2022-04-11 14:19:20 main:574] : INFO : Epoch 1961 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 2503.79 ms [2022-04-11 14:19:23 main:574] : INFO : Epoch 1962 | loss: 0.031236 | val_loss: 0.0312357 | Time: 2496.04 ms [2022-04-11 14:19:26 main:574] : INFO : Epoch 1963 | loss: 0.0312358 | val_loss: 0.0312352 | Time: 2503.62 ms [2022-04-11 14:19:28 main:574] : INFO : Epoch 1964 | loss: 0.0312358 | val_loss: 0.0312361 | Time: 2495.92 ms [2022-04-11 14:19:31 main:574] : INFO : Epoch 1965 | loss: 0.0312365 | val_loss: 0.031236 | Time: 2506.29 ms [2022-04-11 14:19:33 main:574] : INFO : Epoch 1966 | loss: 0.0312358 | val_loss: 0.0312356 | Time: 2502.79 ms [2022-04-11 14:19:36 main:574] : INFO : Epoch 1967 | loss: 0.031237 | val_loss: 0.0312386 | Time: 2498.71 ms [2022-04-11 14:19:38 main:574] : INFO : Epoch 1968 | loss: 0.0312403 | val_loss: 0.0312403 | Time: 2494.76 ms [2022-04-11 14:19:41 main:574] : INFO : Epoch 1969 | loss: 0.0312414 | val_loss: 0.0312369 | Time: 2504.85 ms [2022-04-11 14:19:43 main:574] : INFO : Epoch 1970 | loss: 0.0312384 | val_loss: 0.0312354 | Time: 2502.83 ms [2022-04-11 14:19:46 main:574] : INFO : Epoch 1971 | loss: 0.0312361 | val_loss: 0.0312361 | Time: 2505.04 ms [2022-04-11 14:19:48 main:574] : INFO : Epoch 1972 | loss: 0.031236 | val_loss: 0.0312354 | Time: 2492.18 ms [2022-04-11 14:19:51 main:574] : INFO : Epoch 1973 | loss: 0.0312357 | val_loss: 0.0312356 | Time: 2504.95 ms [2022-04-11 14:19:53 main:574] : INFO : Epoch 1974 | loss: 0.0312361 | val_loss: 0.0312353 | Time: 2499.47 ms [2022-04-11 14:19:56 main:574] : INFO : Epoch 1975 | loss: 0.0312361 | val_loss: 0.0312361 | Time: 2498.15 ms [2022-04-11 14:19:59 main:574] : INFO : Epoch 1976 | loss: 0.0312362 | val_loss: 0.031236 | Time: 2497.16 ms [2022-04-11 14:20:01 main:574] : INFO : Epoch 1977 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 2505.44 ms [2022-04-11 14:20:04 main:574] : INFO : Epoch 1978 | loss: 0.0312369 | val_loss: 0.0312392 | Time: 2492.87 ms [2022-04-11 14:20:06 main:574] : INFO : Epoch 1979 | loss: 0.0312365 | val_loss: 0.0312357 | Time: 2501.71 ms [2022-04-11 14:20:09 main:574] : INFO : Epoch 1980 | loss: 0.0312368 | val_loss: 0.0312355 | Time: 2500.91 ms [2022-04-11 14:20:11 main:574] : INFO : Epoch 1981 | loss: 0.0312362 | val_loss: 0.0312355 | Time: 2497.75 ms [2022-04-11 14:20:14 main:574] : INFO : Epoch 1982 | loss: 0.031238 | val_loss: 0.0312379 | Time: 2500.55 ms [2022-04-11 14:20:16 main:574] : INFO : Epoch 1983 | loss: 0.0312369 | val_loss: 0.03124 | Time: 2500.33 ms [2022-04-11 14:20:19 main:574] : INFO : Epoch 1984 | loss: 0.0312371 | val_loss: 0.0312354 | Time: 2490.5 ms [2022-04-11 14:20:21 main:574] : INFO : Epoch 1985 | loss: 0.0312362 | val_loss: 0.0312361 | Time: 2501.22 ms [2022-04-11 14:20:24 main:574] : INFO : Epoch 1986 | loss: 0.031236 | val_loss: 0.0312354 | Time: 2496.45 ms [2022-04-11 14:20:27 main:574] : INFO : Epoch 1987 | loss: 0.0312366 | val_loss: 0.0312365 | Time: 2501.13 ms [2022-04-11 14:20:29 main:574] : INFO : Epoch 1988 | loss: 0.0312369 | val_loss: 0.0312356 | Time: 2495.5 ms [2022-04-11 14:20:32 main:574] : INFO : Epoch 1989 | loss: 0.031236 | val_loss: 0.0312356 | Time: 2504.55 ms [2022-04-11 14:20:34 main:574] : INFO : Epoch 1990 | loss: 0.0312371 | val_loss: 0.0312363 | Time: 2491.02 ms [2022-04-11 14:20:37 main:574] : INFO : Epoch 1991 | loss: 0.0312365 | val_loss: 0.0312357 | Time: 2502.3 ms [2022-04-11 14:20:39 main:574] : INFO : Epoch 1992 | loss: 0.0312361 | val_loss: 0.0312352 | Time: 2493.68 ms [2022-04-11 14:20:42 main:574] : INFO : Epoch 1993 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 2509.08 ms [2022-04-11 14:20:44 main:574] : INFO : Epoch 1994 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 2488.66 ms [2022-04-11 14:20:47 main:574] : INFO : Epoch 1995 | loss: 0.031236 | val_loss: 0.0312356 | Time: 2503.4 ms [2022-04-11 14:20:49 main:574] : INFO : Epoch 1996 | loss: 0.0312364 | val_loss: 0.0312358 | Time: 2497.22 ms [2022-04-11 14:20:52 main:574] : INFO : Epoch 1997 | loss: 0.0312361 | val_loss: 0.0312361 | Time: 2504.84 ms [2022-04-11 14:20:55 main:574] : INFO : Epoch 1998 | loss: 0.0312374 | val_loss: 0.0312357 | Time: 2500.21 ms [2022-04-11 14:20:57 main:574] : INFO : Epoch 1999 | loss: 0.0312363 | val_loss: 0.0312354 | Time: 2503.13 ms [2022-04-11 14:21:00 main:574] : INFO : Epoch 2000 | loss: 0.031236 | val_loss: 0.0312356 | Time: 2500.15 ms [2022-04-11 14:21:02 main:574] : INFO : Epoch 2001 | loss: 0.0312366 | val_loss: 0.0312358 | Time: 2498.22 ms [2022-04-11 14:21:05 main:574] : INFO : Epoch 2002 | loss: 0.0312369 | val_loss: 0.0312355 | Time: 2502.53 ms [2022-04-11 14:21:07 main:574] : INFO : Epoch 2003 | loss: 0.0312363 | val_loss: 0.0312365 | Time: 2501.7 ms [2022-04-11 14:21:10 main:574] : INFO : Epoch 2004 | loss: 0.0312369 | val_loss: 0.0312356 | Time: 2498.81 ms [2022-04-11 14:21:12 main:574] : INFO : Epoch 2005 | loss: 0.0312367 | val_loss: 0.0312363 | Time: 2511.23 ms [2022-04-11 14:21:15 main:574] : INFO : Epoch 2006 | loss: 0.0312363 | val_loss: 0.031236 | Time: 2504.5 ms [2022-04-11 14:21:17 main:574] : INFO : Epoch 2007 | loss: 0.0312362 | val_loss: 0.031236 | Time: 2501.94 ms [2022-04-11 14:21:20 main:574] : INFO : Epoch 2008 | loss: 0.0312362 | val_loss: 0.0312354 | Time: 2488.57 ms [2022-04-11 14:21:23 main:574] : INFO : Epoch 2009 | loss: 0.0312365 | val_loss: 0.0312364 | Time: 2504.17 ms [2022-04-11 14:21:25 main:574] : INFO : Epoch 2010 | loss: 0.0312362 | val_loss: 0.0312355 | Time: 2497.71 ms [2022-04-11 14:21:28 main:574] : INFO : Epoch 2011 | loss: 0.031236 | val_loss: 0.0312362 | Time: 2500.67 ms [2022-04-11 14:21:30 main:574] : INFO : Epoch 2012 | loss: 0.0312365 | val_loss: 0.0312363 | Time: 2498.62 ms [2022-04-11 14:21:33 main:574] : INFO : Epoch 2013 | loss: 0.031237 | val_loss: 0.0312357 | Time: 2502.74 ms [2022-04-11 14:21:35 main:574] : INFO : Epoch 2014 | loss: 0.0312368 | val_loss: 0.0312396 | Time: 2502.43 ms [2022-04-11 14:21:38 main:574] : INFO : Epoch 2015 | loss: 0.0312376 | val_loss: 0.0312356 | Time: 2497.69 ms [2022-04-11 14:21:40 main:574] : INFO : Epoch 2016 | loss: 0.0312362 | val_loss: 0.0312355 | Time: 2495.9 ms [2022-04-11 14:21:43 main:574] : INFO : Epoch 2017 | loss: 0.0312364 | val_loss: 0.0312364 | Time: 2509.92 ms [2022-04-11 14:21:45 main:574] : INFO : Epoch 2018 | loss: 0.031236 | val_loss: 0.0312366 | Time: 2501.24 ms [2022-04-11 14:21:48 main:574] : INFO : Epoch 2019 | loss: 0.0312367 | val_loss: 0.0312354 | Time: 2501.54 ms [2022-04-11 14:21:51 main:574] : INFO : Epoch 2020 | loss: 0.0312376 | val_loss: 0.031238 | Time: 2492.54 ms [2022-04-11 14:21:53 main:574] : INFO : Epoch 2021 | loss: 0.0312409 | val_loss: 0.031241 | Time: 2508.38 ms [2022-04-11 14:21:56 main:574] : INFO : Epoch 2022 | loss: 0.0312376 | val_loss: 0.0312359 | Time: 2500.63 ms [2022-04-11 14:21:58 main:574] : INFO : Epoch 2023 | loss: 0.0312362 | val_loss: 0.0312358 | Time: 2502.14 ms [2022-04-11 14:22:01 main:574] : INFO : Epoch 2024 | loss: 0.0312362 | val_loss: 0.0312363 | Time: 2496.69 ms [2022-04-11 14:22:03 main:574] : INFO : Epoch 2025 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 2505.37 ms [2022-04-11 14:22:06 main:574] : INFO : Epoch 2026 | loss: 0.0312358 | val_loss: 0.031238 | Time: 2501.77 ms [2022-04-11 14:22:08 main:574] : INFO : Epoch 2027 | loss: 0.0312376 | val_loss: 0.0312368 | Time: 2499.83 ms [2022-04-11 14:22:11 main:574] : INFO : Epoch 2028 | loss: 0.031236 | val_loss: 0.0312357 | Time: 2506.71 ms [2022-04-11 14:22:13 main:574] : INFO : Epoch 2029 | loss: 0.0312358 | val_loss: 0.0312374 | Time: 2500.58 ms [2022-04-11 14:22:16 main:574] : INFO : Epoch 2030 | loss: 0.0312361 | val_loss: 0.0312353 | Time: 2500.8 ms [2022-04-11 14:22:19 main:574] : INFO : Epoch 2031 | loss: 0.0312364 | val_loss: 0.0312371 | Time: 2498.36 ms [2022-04-11 14:22:21 main:574] : INFO : Epoch 2032 | loss: 0.031236 | val_loss: 0.0312367 | Time: 2495.35 ms [2022-04-11 14:22:24 main:574] : INFO : Epoch 2033 | loss: 0.0312368 | val_loss: 0.0312354 | Time: 2505.9 ms [2022-04-11 14:22:26 main:574] : INFO : Epoch 2034 | loss: 0.0312362 | val_loss: 0.0312366 | Time: 2498.23 ms [2022-04-11 14:22:29 main:574] : INFO : Epoch 2035 | loss: 0.0312367 | val_loss: 0.0312362 | Time: 2499.87 ms [2022-04-11 14:22:31 main:574] : INFO : Epoch 2036 | loss: 0.031236 | val_loss: 0.0312358 | Time: 2495.12 ms [2022-04-11 14:22:34 main:574] : INFO : Epoch 2037 | loss: 0.0312362 | val_loss: 0.0312373 | Time: 2509.53 ms [2022-04-11 14:22:36 main:574] : INFO : Epoch 2038 | loss: 0.0312361 | val_loss: 0.0312354 | Time: 2501.97 ms [2022-04-11 14:22:39 main:574] : INFO : Epoch 2039 | loss: 0.0312359 | val_loss: 0.0312357 | Time: 2503.69 ms [2022-04-11 14:22:41 main:574] : INFO : Epoch 2040 | loss: 0.0312365 | val_loss: 0.0312368 | Time: 2503.55 ms [2022-04-11 14:22:44 main:574] : INFO : Epoch 2041 | loss: 0.0312364 | val_loss: 0.0312354 | Time: 2504.88 ms [2022-04-11 14:22:47 main:574] : INFO : Epoch 2042 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 2498.23 ms [2022-04-11 14:22:49 main:574] : INFO : Epoch 2043 | loss: 0.0312363 | val_loss: 0.0312357 | Time: 2506.47 ms [2022-04-11 14:22:52 main:574] : INFO : Epoch 2044 | loss: 0.0312375 | val_loss: 0.0312383 | Time: 2493.43 ms [2022-04-11 14:22:54 main:574] : INFO : Epoch 2045 | loss: 0.0312372 | val_loss: 0.031236 | Time: 2505.54 ms [2022-04-11 14:22:57 main:574] : INFO : Epoch 2046 | loss: 0.0312378 | val_loss: 0.0312363 | Time: 2501.15 ms [2022-04-11 14:22:59 main:574] : INFO : Epoch 2047 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 2502.27 ms [2022-04-11 14:23:02 main:574] : INFO : Epoch 2048 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 2498.34 ms [2022-04-11 14:23:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312355 [2022-04-11 14:23:02 main:603] : INFO : Saving end state to config to file [2022-04-11 14:23:02 main:608] : INFO : Success, exiting.. 14:23:02 (4908): 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)