Task 12593063
| Name | ParityModified-1639948050-11454-3-0_1 |
| Workunit | 8803646 |
| Created | 6 Mar 2022, 3:52:41 UTC |
| Sent | 6 Mar 2022, 5:39:42 UTC |
| Report deadline | 14 Mar 2022, 5:39:42 UTC |
| Received | 8 Mar 2022, 13:31:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 1 days 1 hours 22 min 26 sec |
| CPU time | 14 hours 2 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 12.2 ms [2022-03-08 01:14:32 main:574] : INFO : Epoch 1542 | loss: 0.0312329 | val_loss: 0.0312333 | Time: 44090.5 ms [2022-03-08 01:15:17 main:574] : INFO : Epoch 1543 | loss: 0.031234 | val_loss: 0.0312333 | Time: 44098.6 ms [2022-03-08 01:16:01 main:574] : INFO : Epoch 1544 | loss: 0.0312325 | val_loss: 0.0312332 | Time: 44058.1 ms [2022-03-08 01:16:45 main:574] : INFO : Epoch 1545 | loss: 0.0312324 | val_loss: 0.0312331 | Time: 44262.1 ms [2022-03-08 01:17:30 main:574] : INFO : Epoch 1546 | loss: 0.0312325 | val_loss: 0.031233 | Time: 44340.3 ms [2022-03-08 01:18:14 main:574] : INFO : Epoch 1547 | loss: 0.0312346 | val_loss: 0.031234 | Time: 44159.1 ms [2022-03-08 01:18:59 main:574] : INFO : Epoch 1548 | loss: 0.0312333 | val_loss: 0.0312336 | Time: 44206.6 ms [2022-03-08 01:19:43 main:574] : INFO : Epoch 1549 | loss: 0.0312328 | val_loss: 0.031233 | Time: 44223.8 ms [2022-03-08 01:20:27 main:574] : INFO : Epoch 1550 | loss: 0.0312327 | val_loss: 0.0312331 | Time: 44212 ms [2022-03-08 01:21:12 main:574] : INFO : Epoch 1551 | loss: 0.0312326 | val_loss: 0.0312329 | Time: 44253.5 ms [2022-03-08 01:21:56 main:574] : INFO : Epoch 1552 | loss: 0.0312322 | val_loss: 0.0312334 | Time: 44338.2 ms [2022-03-08 01:22:41 main:574] : INFO : Epoch 1553 | loss: 0.0312324 | val_loss: 0.0312334 | Time: 44202.3 ms [2022-03-08 01:23:25 main:574] : INFO : Epoch 1554 | loss: 0.0312332 | val_loss: 0.0312334 | Time: 44151.8 ms [2022-03-08 01:24:09 main:574] : INFO : Epoch 1555 | loss: 0.0312326 | val_loss: 0.0312344 | Time: 44214.1 ms [2022-03-08 01:24:53 main:574] : INFO : Epoch 1556 | loss: 0.0312328 | val_loss: 0.0312334 | Time: 44181.8 ms [2022-03-08 01:25:38 main:574] : INFO : Epoch 1557 | loss: 0.0312326 | val_loss: 0.0312349 | Time: 44147.9 ms [2022-03-08 01:26:22 main:574] : INFO : Epoch 1558 | loss: 0.031234 | val_loss: 0.0312339 | Time: 44155 ms [2022-03-08 01:27:06 main:574] : INFO : Epoch 1559 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 44321.2 ms [2022-03-08 01:27:51 main:574] : INFO : Epoch 1560 | loss: 0.031234 | val_loss: 0.0312338 | Time: 44199.1 ms [2022-03-08 01:28:35 main:574] : INFO : Epoch 1561 | loss: 0.031235 | val_loss: 0.0312407 | Time: 44239.7 ms [2022-03-08 01:29:19 main:574] : INFO : Epoch 1562 | loss: 0.031236 | val_loss: 0.0312344 | Time: 44149.4 ms [2022-03-08 01:30:03 main:574] : INFO : Epoch 1563 | loss: 0.031233 | val_loss: 0.0312338 | Time: 44278.6 ms [2022-03-08 01:30:48 main:574] : INFO : Epoch 1564 | loss: 0.0312324 | val_loss: 0.0312335 | Time: 44239 ms [2022-03-08 01:31:32 main:574] : INFO : Epoch 1565 | loss: 0.0312327 | val_loss: 0.0312334 | Time: 44164.5 ms [2022-03-08 01:32:16 main:574] : INFO : Epoch 1566 | loss: 0.0312326 | val_loss: 0.0312343 | Time: 44198.2 ms [2022-03-08 01:33:01 main:574] : INFO : Epoch 1567 | loss: 0.0312336 | val_loss: 0.0312348 | Time: 44205.2 ms [2022-03-08 01:33:45 main:574] : INFO : Epoch 1568 | loss: 0.0312343 | val_loss: 0.0312355 | Time: 44134.6 ms [2022-03-08 01:34:29 main:574] : INFO : Epoch 1569 | loss: 0.0312339 | val_loss: 0.0312334 | Time: 44284.9 ms [2022-03-08 01:35:13 main:574] : INFO : Epoch 1570 | loss: 0.0312352 | val_loss: 0.0312335 | Time: 44080.5 ms [2022-03-08 01:35:58 main:574] : INFO : Epoch 1571 | loss: 0.0312343 | val_loss: 0.0312336 | Time: 44303.8 ms [2022-03-08 01:36:42 main:574] : INFO : Epoch 1572 | loss: 0.0312333 | val_loss: 0.0312372 | Time: 44144.8 ms [2022-03-08 01:37:26 main:574] : INFO : Epoch 1573 | loss: 0.0312333 | val_loss: 0.0312336 | Time: 44294.7 ms [2022-03-08 01:38:10 main:574] : INFO : Epoch 1574 | loss: 0.0312331 | val_loss: 0.0312335 | Time: 44132 ms [2022-03-08 01:38:55 main:574] : INFO : Epoch 1575 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 44269.7 ms [2022-03-08 01:39:39 main:574] : INFO : Epoch 1576 | loss: 0.0312329 | val_loss: 0.0312336 | Time: 44195.2 ms [2022-03-08 01:40:23 main:574] : INFO : Epoch 1577 | loss: 0.0312331 | val_loss: 0.0312342 | Time: 44129.1 ms [2022-03-08 01:41:08 main:574] : INFO : Epoch 1578 | loss: 0.0312336 | val_loss: 0.0312353 | Time: 44259.3 ms [2022-03-08 01:41:52 main:574] : INFO : Epoch 1579 | loss: 0.0312334 | val_loss: 0.0312337 | Time: 44239.2 ms [2022-03-08 01:42:36 main:574] : INFO : Epoch 1580 | loss: 0.0312327 | val_loss: 0.031233 | Time: 44126.7 ms [2022-03-08 01:43:20 main:574] : INFO : Epoch 1581 | loss: 0.0312329 | val_loss: 0.0312381 | Time: 44274.9 ms [2022-03-08 01:44:05 main:574] : INFO : Epoch 1582 | loss: 0.0312356 | val_loss: 0.0312403 | Time: 44293.4 ms [2022-03-08 01:44:49 main:574] : INFO : Epoch 1583 | loss: 0.0312348 | val_loss: 0.0312335 | Time: 44309.4 ms [2022-03-08 01:45:33 main:574] : INFO : Epoch 1584 | loss: 0.0312337 | val_loss: 0.0312328 | Time: 44190.9 ms [2022-03-08 01:46:18 main:574] : INFO : Epoch 1585 | loss: 0.0312323 | val_loss: 0.031234 | Time: 44187.6 ms [2022-03-08 01:47:02 main:574] : INFO : Epoch 1586 | loss: 0.0312325 | val_loss: 0.0312327 | Time: 44075.8 ms [2022-03-08 01:47:46 main:574] : INFO : Epoch 1587 | loss: 0.0312328 | val_loss: 0.0312339 | Time: 44402.9 ms [2022-03-08 01:48:30 main:574] : INFO : Epoch 1588 | loss: 0.0312366 | val_loss: 0.0312355 | Time: 44191.4 ms [2022-03-08 01:49:15 main:574] : INFO : Epoch 1589 | loss: 0.0312325 | val_loss: 0.0312332 | Time: 44144.6 ms [2022-03-08 01:49:59 main:574] : INFO : Epoch 1590 | loss: 0.0312326 | val_loss: 0.0312329 | Time: 44021.9 ms [2022-03-08 01:50:43 main:574] : INFO : Epoch 1591 | loss: 0.0312329 | val_loss: 0.0312336 | Time: 44149.5 ms [2022-03-08 01:51:27 main:574] : INFO : Epoch 1592 | loss: 0.0312325 | val_loss: 0.0312331 | Time: 44240.5 ms [2022-03-08 01:52:12 main:574] : INFO : Epoch 1593 | loss: 0.0312324 | val_loss: 0.0312326 | Time: 44222.7 ms [2022-03-08 01:52:56 main:574] : INFO : Epoch 1594 | loss: 0.0312327 | val_loss: 0.031233 | Time: 44144.4 ms [2022-03-08 01:53:40 main:574] : INFO : Epoch 1595 | loss: 0.0312332 | val_loss: 0.0312361 | Time: 44232.1 ms [2022-03-08 01:54:24 main:574] : INFO : Epoch 1596 | loss: 0.031233 | val_loss: 0.0312361 | Time: 44093.6 ms [2022-03-08 01:55:09 main:574] : INFO : Epoch 1597 | loss: 0.0312327 | val_loss: 0.0312335 | Time: 44194 ms [2022-03-08 01:55:53 main:574] : INFO : Epoch 1598 | loss: 0.0312343 | val_loss: 0.0312388 | Time: 44154.8 ms [2022-03-08 01:56:37 main:574] : INFO : Epoch 1599 | loss: 0.0312348 | val_loss: 0.031235 | Time: 44290.7 ms [2022-03-08 01:57:21 main:574] : INFO : Epoch 1600 | loss: 0.0312326 | val_loss: 0.0312333 | Time: 44117.4 ms [2022-03-08 01:58:06 main:574] : INFO : Epoch 1601 | loss: 0.031233 | val_loss: 0.0312335 | Time: 44238.7 ms [2022-03-08 01:58:50 main:574] : INFO : Epoch 1602 | loss: 0.0312335 | val_loss: 0.031233 | Time: 44237.7 ms [2022-03-08 01:59:34 main:574] : INFO : Epoch 1603 | loss: 0.0312352 | val_loss: 0.0312439 | Time: 44222.9 ms [2022-03-08 02:00:19 main:574] : INFO : Epoch 1604 | loss: 0.0312369 | val_loss: 0.0312356 | Time: 44234.3 ms [2022-03-08 02:01:03 main:574] : INFO : Epoch 1605 | loss: 0.0312331 | val_loss: 0.0312332 | Time: 44237.5 ms [2022-03-08 02:01:47 main:574] : INFO : Epoch 1606 | loss: 0.0312328 | val_loss: 0.0312336 | Time: 44242.1 ms [2022-03-08 02:02:32 main:574] : INFO : Epoch 1607 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 44419.4 ms [2022-03-08 02:03:16 main:574] : INFO : Epoch 1608 | loss: 0.0312329 | val_loss: 0.0312327 | Time: 44158.2 ms [2022-03-08 02:04:00 main:574] : INFO : Epoch 1609 | loss: 0.0312323 | val_loss: 0.0312334 | Time: 44421.5 ms [2022-03-08 02:04:45 main:574] : INFO : Epoch 1610 | loss: 0.0312325 | val_loss: 0.031234 | Time: 44148.1 ms [2022-03-08 02:05:30 main:574] : INFO : Epoch 1611 | loss: 0.0312337 | val_loss: 0.0312346 | Time: 44053.6 ms [2022-03-08 02:06:14 main:574] : INFO : Epoch 1612 | loss: 0.0312328 | val_loss: 0.0312328 | Time: 44074.7 ms [2022-03-08 02:06:59 main:574] : INFO : Epoch 1613 | loss: 0.0312324 | val_loss: 0.0312335 | Time: 44102.4 ms [2022-03-08 02:07:44 main:574] : INFO : Epoch 1614 | loss: 0.0312334 | val_loss: 0.0312334 | Time: 44209.5 ms [2022-03-08 02:08:28 main:574] : INFO : Epoch 1615 | loss: 0.0312334 | val_loss: 0.0312341 | Time: 44314.6 ms [2022-03-08 02:09:18 main:574] : INFO : Epoch 1616 | loss: 0.0312325 | val_loss: 0.0312331 | Time: 49689.5 ms [2022-03-08 02:10:03 main:574] : INFO : Epoch 1617 | loss: 0.0312331 | val_loss: 0.0312399 | Time: 44265.3 ms [2022-03-08 02:10:50 main:574] : INFO : Epoch 1618 | loss: 0.0312336 | val_loss: 0.0312336 | Time: 47018.3 ms [2022-03-08 02:11:34 main:574] : INFO : Epoch 1619 | loss: 0.0312326 | val_loss: 0.0312333 | Time: 44348.4 ms [2022-03-08 02:12:19 main:574] : INFO : Epoch 1620 | loss: 0.0312327 | val_loss: 0.031234 | Time: 44117.3 ms [2022-03-08 02:13:03 main:574] : INFO : Epoch 1621 | loss: 0.0312324 | val_loss: 0.0312328 | Time: 44466 ms [2022-03-08 02:13:47 main:574] : INFO : Epoch 1622 | loss: 0.0312326 | val_loss: 0.0312331 | Time: 44165 ms [2022-03-08 02:14:32 main:574] : INFO : Epoch 1623 | loss: 0.0312325 | val_loss: 0.0312328 | Time: 44336.2 ms [2022-03-08 02:15:16 main:574] : INFO : Epoch 1624 | loss: 0.0312343 | val_loss: 0.0312351 | Time: 44324.8 ms [2022-03-08 02:16:00 main:574] : INFO : Epoch 1625 | loss: 0.0312331 | val_loss: 0.0312334 | Time: 44276.4 ms [2022-03-08 02:16:45 main:574] : INFO : Epoch 1626 | loss: 0.0312331 | val_loss: 0.0312335 | Time: 44337.6 ms [2022-03-08 02:17:29 main:574] : INFO : Epoch 1627 | loss: 0.0312326 | val_loss: 0.0312338 | Time: 44368.1 ms [2022-03-08 02:18:14 main:574] : INFO : Epoch 1628 | loss: 0.0312336 | val_loss: 0.0312349 | Time: 44270.2 ms [2022-03-08 02:18:58 main:574] : INFO : Epoch 1629 | loss: 0.0312331 | val_loss: 0.031242 | Time: 44279.4 ms [2022-03-08 02:19:43 main:574] : INFO : Epoch 1630 | loss: 0.0312348 | val_loss: 0.0312352 | Time: 44370.9 ms [2022-03-08 02:20:27 main:574] : INFO : Epoch 1631 | loss: 0.0312333 | val_loss: 0.031236 | Time: 44304.2 ms [2022-03-08 02:21:11 main:574] : INFO : Epoch 1632 | loss: 0.0312331 | val_loss: 0.0312384 | Time: 44025.9 ms [2022-03-08 02:21:56 main:574] : INFO : Epoch 1633 | loss: 0.0312347 | val_loss: 0.0312345 | Time: 44293.8 ms [2022-03-08 02:22:40 main:574] : INFO : Epoch 1634 | loss: 0.0312333 | val_loss: 0.031236 | Time: 44194 ms [2022-03-08 02:23:25 main:574] : INFO : Epoch 1635 | loss: 0.0312326 | val_loss: 0.0312329 | Time: 44436 ms [2022-03-08 02:24:09 main:574] : INFO : Epoch 1636 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 44224.3 ms [2022-03-08 02:24:53 main:574] : INFO : Epoch 1637 | loss: 0.0312328 | val_loss: 0.0312338 | Time: 44165.6 ms [2022-03-08 02:25:37 main:574] : INFO : Epoch 1638 | loss: 0.0312337 | val_loss: 0.0312356 | Time: 44166.1 ms [2022-03-08 02:26:22 main:574] : INFO : Epoch 1639 | loss: 0.0312341 | val_loss: 0.0312336 | Time: 44125.6 ms [2022-03-08 02:27:06 main:574] : INFO : Epoch 1640 | loss: 0.0312327 | val_loss: 0.0312328 | Time: 44122.6 ms [2022-03-08 02:27:50 main:574] : INFO : Epoch 1641 | loss: 0.0312329 | val_loss: 0.0312341 | Time: 44333 ms [2022-03-08 02:28:35 main:574] : INFO : Epoch 1642 | loss: 0.0312342 | val_loss: 0.031233 | Time: 44364.4 ms [2022-03-08 02:29:19 main:574] : INFO : Epoch 1643 | loss: 0.0312326 | val_loss: 0.0312343 | Time: 44387.1 ms [2022-03-08 02:30:09 main:574] : INFO : Epoch 1644 | loss: 0.0312329 | val_loss: 0.0312328 | Time: 49827.7 ms [2022-03-08 02:30:55 main:574] : INFO : Epoch 1645 | loss: 0.0312323 | val_loss: 0.0312339 | Time: 45776 ms [2022-03-08 02:31:40 main:574] : INFO : Epoch 1646 | loss: 0.0312337 | val_loss: 0.0312346 | Time: 44445.8 ms [2022-03-08 02:32:24 main:574] : INFO : Epoch 1647 | loss: 0.0312333 | val_loss: 0.0312341 | Time: 44400.5 ms [2022-03-08 02:33:09 main:574] : INFO : Epoch 1648 | loss: 0.0312334 | val_loss: 0.0312344 | Time: 44107.3 ms [2022-03-08 02:33:53 main:574] : INFO : Epoch 1649 | loss: 0.031233 | val_loss: 0.0312332 | Time: 44131.6 ms [2022-03-08 02:34:37 main:574] : INFO : Epoch 1650 | loss: 0.0312331 | val_loss: 0.0312336 | Time: 44244.3 ms [2022-03-08 02:35:22 main:574] : INFO : Epoch 1651 | loss: 0.031233 | val_loss: 0.0312343 | Time: 44250.8 ms [2022-03-08 02:36:06 main:574] : INFO : Epoch 1652 | loss: 0.0312336 | val_loss: 0.031235 | Time: 44129.6 ms [2022-03-08 02:36:50 main:574] : INFO : Epoch 1653 | loss: 0.0312335 | val_loss: 0.0312338 | Time: 44255.7 ms [2022-03-08 02:37:35 main:574] : INFO : Epoch 1654 | loss: 0.0312339 | val_loss: 0.0312333 | Time: 44161.5 ms [2022-03-08 02:38:19 main:574] : INFO : Epoch 1655 | loss: 0.0312346 | val_loss: 0.0312394 | Time: 44181.3 ms [2022-03-08 02:39:03 main:574] : INFO : Epoch 1656 | loss: 0.0312359 | val_loss: 0.0312407 | Time: 44155.6 ms [2022-03-08 02:39:48 main:574] : INFO : Epoch 1657 | loss: 0.0312354 | val_loss: 0.0312339 | Time: 44286.9 ms [2022-03-08 02:40:32 main:574] : INFO : Epoch 1658 | loss: 0.031233 | val_loss: 0.0312332 | Time: 44154.3 ms [2022-03-08 02:41:17 main:574] : INFO : Epoch 1659 | loss: 0.0312324 | val_loss: 0.0312343 | Time: 44336.7 ms [2022-03-08 02:42:01 main:574] : INFO : Epoch 1660 | loss: 0.0312329 | val_loss: 0.0312337 | Time: 44228.9 ms [2022-03-08 02:42:46 main:574] : INFO : Epoch 1661 | loss: 0.0312352 | val_loss: 0.031236 | Time: 44786.9 ms [2022-03-08 02:43:30 main:574] : INFO : Epoch 1662 | loss: 0.0312334 | val_loss: 0.0312342 | Time: 44133 ms [2022-03-08 02:44:15 main:574] : INFO : Epoch 1663 | loss: 0.0312327 | val_loss: 0.0312329 | Time: 44257.5 ms [2022-03-08 02:44:59 main:574] : INFO : Epoch 1664 | loss: 0.031233 | val_loss: 0.0312335 | Time: 44249.9 ms [2022-03-08 02:45:43 main:574] : INFO : Epoch 1665 | loss: 0.0312325 | val_loss: 0.031233 | Time: 44345 ms [2022-03-08 02:46:28 main:574] : INFO : Epoch 1666 | loss: 0.031233 | val_loss: 0.0312343 | Time: 44210.1 ms [2022-03-08 02:47:12 main:574] : INFO : Epoch 1667 | loss: 0.0312326 | val_loss: 0.0312335 | Time: 44284.8 ms [2022-03-08 02:47:56 main:574] : INFO : Epoch 1668 | loss: 0.0312337 | val_loss: 0.0312334 | Time: 44203.1 ms [2022-03-08 02:48:41 main:574] : INFO : Epoch 1669 | loss: 0.0312323 | val_loss: 0.0312337 | Time: 44251.6 ms [2022-03-08 02:49:25 main:574] : INFO : Epoch 1670 | loss: 0.0312329 | val_loss: 0.0312336 | Time: 44149.2 ms [2022-03-08 02:50:09 main:574] : INFO : Epoch 1671 | loss: 0.0312329 | val_loss: 0.0312346 | Time: 44292.8 ms [2022-03-08 02:50:54 main:574] : INFO : Epoch 1672 | loss: 0.0312329 | val_loss: 0.0312339 | Time: 44499.1 ms [2022-03-08 02:51:38 main:574] : INFO : Epoch 1673 | loss: 0.031233 | val_loss: 0.0312343 | Time: 44332.1 ms [2022-03-08 02:52:23 main:574] : INFO : Epoch 1674 | loss: 0.0312329 | val_loss: 0.0312369 | Time: 44258.6 ms [2022-03-08 02:53:07 main:574] : INFO : Epoch 1675 | loss: 0.0312331 | val_loss: 0.0312328 | Time: 44325.1 ms [2022-03-08 02:53:52 main:574] : INFO : Epoch 1676 | loss: 0.0312328 | val_loss: 0.0312332 | Time: 44087 ms [2022-03-08 02:54:36 main:574] : INFO : Epoch 1677 | loss: 0.0312324 | val_loss: 0.0312326 | Time: 44418 ms [2022-03-08 02:55:20 main:574] : INFO : Epoch 1678 | loss: 0.0312323 | val_loss: 0.031234 | Time: 44032.5 ms [2022-03-08 02:56:05 main:574] : INFO : Epoch 1679 | loss: 0.031233 | val_loss: 0.0312327 | Time: 44341 ms [2022-03-08 02:56:49 main:574] : INFO : Epoch 1680 | loss: 0.0312329 | val_loss: 0.0312328 | Time: 44143.4 ms [2022-03-08 02:57:34 main:574] : INFO : Epoch 1681 | loss: 0.0312331 | val_loss: 0.0312332 | Time: 44393.6 ms [2022-03-08 02:58:18 main:574] : INFO : Epoch 1682 | loss: 0.0312328 | val_loss: 0.0312329 | Time: 44194.9 ms [2022-03-08 02:59:03 main:574] : INFO : Epoch 1683 | loss: 0.0312329 | val_loss: 0.0312347 | Time: 44304.7 ms [2022-03-08 02:59:47 main:574] : INFO : Epoch 1684 | loss: 0.031233 | val_loss: 0.0312344 | Time: 44211.2 ms [2022-03-08 03:00:31 main:574] : INFO : Epoch 1685 | loss: 0.0312339 | val_loss: 0.0312329 | Time: 44348.4 ms [2022-03-08 03:01:16 main:574] : INFO : Epoch 1686 | loss: 0.0312346 | val_loss: 0.031233 | Time: 44221.8 ms [2022-03-08 03:02:00 main:574] : INFO : Epoch 1687 | loss: 0.031233 | val_loss: 0.0312335 | Time: 44136.6 ms [2022-03-08 03:02:46 main:574] : INFO : Epoch 1688 | loss: 0.0312353 | val_loss: 0.031233 | Time: 46206.2 ms [2022-03-08 03:03:31 main:574] : INFO : Epoch 1689 | loss: 0.0312335 | val_loss: 0.031233 | Time: 44339.2 ms [2022-03-08 03:04:19 main:574] : INFO : Epoch 1690 | loss: 0.0312328 | val_loss: 0.0312365 | Time: 48280 ms [2022-03-08 03:05:04 main:574] : INFO : Epoch 1691 | loss: 0.0312326 | val_loss: 0.0312331 | Time: 44284.4 ms [2022-03-08 03:05:48 main:574] : INFO : Epoch 1692 | loss: 0.0312324 | val_loss: 0.0312327 | Time: 44203.2 ms [2022-03-08 03:06:32 main:574] : INFO : Epoch 1693 | loss: 0.0312329 | val_loss: 0.0312341 | Time: 44256.3 ms [2022-03-08 03:07:17 main:574] : INFO : Epoch 1694 | loss: 0.031233 | val_loss: 0.0312334 | Time: 44082.1 ms [2022-03-08 03:08:01 main:574] : INFO : Epoch 1695 | loss: 0.0312332 | val_loss: 0.0312329 | Time: 44282.1 ms [2022-03-08 03:08:45 main:574] : INFO : Epoch 1696 | loss: 0.0312329 | val_loss: 0.0312343 | Time: 44242 ms [2022-03-08 03:09:34 main:574] : INFO : Epoch 1697 | loss: 0.0312337 | val_loss: 0.0312336 | Time: 48067.2 ms [2022-03-08 03:10:18 main:574] : INFO : Epoch 1698 | loss: 0.0312364 | val_loss: 0.0312407 | Time: 44249.1 ms [2022-03-08 03:11:03 main:574] : INFO : Epoch 1699 | loss: 0.0312351 | val_loss: 0.0312334 | Time: 45104.6 ms [2022-03-08 03:11:48 main:574] : INFO : Epoch 1700 | loss: 0.0312329 | val_loss: 0.0312348 | Time: 44395.9 ms [2022-03-08 03:12:32 main:574] : INFO : Epoch 1701 | loss: 0.0312333 | val_loss: 0.0312329 | Time: 44326 ms [2022-03-08 03:13:16 main:574] : INFO : Epoch 1702 | loss: 0.0312332 | val_loss: 0.0312329 | Time: 44106.9 ms [2022-03-08 03:14:00 main:574] : INFO : Epoch 1703 | loss: 0.031234 | val_loss: 0.0312329 | Time: 44170.2 ms [2022-03-08 03:14:45 main:574] : INFO : Epoch 1704 | loss: 0.0312323 | val_loss: 0.0312329 | Time: 44127 ms [2022-03-08 03:15:29 main:574] : INFO : Epoch 1705 | loss: 0.0312322 | val_loss: 0.0312333 | Time: 44236.8 ms [2022-03-08 03:16:13 main:574] : INFO : Epoch 1706 | loss: 0.0312337 | val_loss: 0.0312363 | Time: 44214.7 ms [2022-03-08 03:16:58 main:574] : INFO : Epoch 1707 | loss: 0.0312344 | val_loss: 0.0312336 | Time: 44183.8 ms [2022-03-08 03:17:42 main:574] : INFO : Epoch 1708 | loss: 0.0312332 | val_loss: 0.0312391 | Time: 44333.2 ms [2022-03-08 03:18:26 main:574] : INFO : Epoch 1709 | loss: 0.031237 | val_loss: 0.0312398 | Time: 44154.1 ms [2022-03-08 03:19:11 main:574] : INFO : Epoch 1710 | loss: 0.0312356 | val_loss: 0.0312328 | Time: 44282 ms [2022-03-08 03:19:55 main:574] : INFO : Epoch 1711 | loss: 0.0312328 | val_loss: 0.0312326 | Time: 44280.4 ms [2022-03-08 03:20:39 main:574] : INFO : Epoch 1712 | loss: 0.0312328 | val_loss: 0.0312334 | Time: 44130.4 ms [2022-03-08 03:21:24 main:574] : INFO : Epoch 1713 | loss: 0.0312325 | val_loss: 0.0312344 | Time: 44324.2 ms [2022-03-08 03:22:08 main:574] : INFO : Epoch 1714 | loss: 0.031233 | val_loss: 0.0312334 | Time: 44272.2 ms [2022-03-08 03:22:52 main:574] : INFO : Epoch 1715 | loss: 0.031234 | val_loss: 0.0312348 | Time: 44255.6 ms [2022-03-08 03:23:41 main:574] : INFO : Epoch 1716 | loss: 0.031233 | val_loss: 0.0312328 | Time: 48595.3 ms [2022-03-08 03:24:27 main:574] : INFO : Epoch 1717 | loss: 0.0312324 | val_loss: 0.0312331 | Time: 45481.5 ms [2022-03-08 03:25:12 main:574] : INFO : Epoch 1718 | loss: 0.031233 | val_loss: 0.0312336 | Time: 44356.7 ms [2022-03-08 03:25:57 main:574] : INFO : Epoch 1719 | loss: 0.0312352 | val_loss: 0.031233 | Time: 44966.5 ms [2022-03-08 03:26:41 main:574] : INFO : Epoch 1720 | loss: 0.0312325 | val_loss: 0.0312335 | Time: 44187.2 ms [2022-03-08 03:27:26 main:574] : INFO : Epoch 1721 | loss: 0.0312325 | val_loss: 0.0312331 | Time: 44402.8 ms [2022-03-08 03:28:10 main:574] : INFO : Epoch 1722 | loss: 0.0312331 | val_loss: 0.0312334 | Time: 44223.7 ms [2022-03-08 03:28:55 main:574] : INFO : Epoch 1723 | loss: 0.031234 | val_loss: 0.0312335 | Time: 44209.3 ms [2022-03-08 03:29:39 main:574] : INFO : Epoch 1724 | loss: 0.0312334 | val_loss: 0.0312332 | Time: 44099.3 ms [2022-03-08 03:30:24 main:574] : INFO : Epoch 1725 | loss: 0.0312329 | val_loss: 0.0312328 | Time: 44756.4 ms [2022-03-08 03:31:09 main:574] : INFO : Epoch 1726 | loss: 0.0312323 | val_loss: 0.0312327 | Time: 44717.3 ms [2022-03-08 03:31:53 main:574] : INFO : Epoch 1727 | loss: 0.0312322 | val_loss: 0.0312334 | Time: 44311 ms [2022-03-08 03:32:37 main:574] : INFO : Epoch 1728 | loss: 0.0312325 | val_loss: 0.0312331 | Time: 44242.2 ms [2022-03-08 03:33:22 main:574] : INFO : Epoch 1729 | loss: 0.0312325 | val_loss: 0.0312335 | Time: 44257.4 ms [2022-03-08 03:34:06 main:574] : INFO : Epoch 1730 | loss: 0.0312329 | val_loss: 0.0312361 | Time: 44311.7 ms [2022-03-08 03:34:51 main:574] : INFO : Epoch 1731 | loss: 0.0312332 | val_loss: 0.0312332 | Time: 44347.5 ms [2022-03-08 03:35:35 main:574] : INFO : Epoch 1732 | loss: 0.0312327 | val_loss: 0.0312328 | Time: 44120.2 ms [2022-03-08 03:36:19 main:574] : INFO : Epoch 1733 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 44250.5 ms [2022-03-08 03:37:04 main:574] : INFO : Epoch 1734 | loss: 0.0312347 | val_loss: 0.0312388 | Time: 44147.8 ms [2022-03-08 03:37:48 main:574] : INFO : Epoch 1735 | loss: 0.0312343 | val_loss: 0.0312351 | Time: 44383.7 ms [2022-03-08 03:38:33 main:574] : INFO : Epoch 1736 | loss: 0.0312326 | val_loss: 0.0312332 | Time: 44128.5 ms [2022-03-08 03:39:17 main:574] : INFO : Epoch 1737 | loss: 0.0312333 | val_loss: 0.0312331 | Time: 44353.8 ms [2022-03-08 03:40:01 main:574] : INFO : Epoch 1738 | loss: 0.0312352 | val_loss: 0.031235 | Time: 44300.8 ms [2022-03-08 03:40:46 main:574] : INFO : Epoch 1739 | loss: 0.0312345 | val_loss: 0.0312328 | Time: 44533.7 ms [2022-03-08 03:41:30 main:574] : INFO : Epoch 1740 | loss: 0.0312331 | val_loss: 0.0312331 | Time: 44254.2 ms [2022-03-08 03:42:15 main:574] : INFO : Epoch 1741 | loss: 0.0312326 | val_loss: 0.0312334 | Time: 44284.4 ms [2022-03-08 03:43:00 main:574] : INFO : Epoch 1742 | loss: 0.0312324 | val_loss: 0.0312328 | Time: 44801.3 ms [2022-03-08 03:43:44 main:574] : INFO : Epoch 1743 | loss: 0.0312331 | val_loss: 0.0312327 | Time: 44187 ms [2022-03-08 03:44:29 main:574] : INFO : Epoch 1744 | loss: 0.0312324 | val_loss: 0.0312331 | Time: 44298.3 ms [2022-03-08 03:45:13 main:574] : INFO : Epoch 1745 | loss: 0.0312333 | val_loss: 0.0312333 | Time: 44192.5 ms [2022-03-08 03:45:57 main:574] : INFO : Epoch 1746 | loss: 0.0312348 | val_loss: 0.0312398 | Time: 44354.9 ms [2022-03-08 03:46:42 main:574] : INFO : Epoch 1747 | loss: 0.0312331 | val_loss: 0.031234 | Time: 44360.9 ms [2022-03-08 03:47:26 main:574] : INFO : Epoch 1748 | loss: 0.0312334 | val_loss: 0.0312341 | Time: 44294.1 ms [2022-03-08 03:48:10 main:574] : INFO : Epoch 1749 | loss: 0.031234 | val_loss: 0.0312332 | Time: 44082.2 ms [2022-03-08 03:48:55 main:574] : INFO : Epoch 1750 | loss: 0.031234 | val_loss: 0.0312335 | Time: 44286.8 ms [2022-03-08 03:49:39 main:574] : INFO : Epoch 1751 | loss: 0.0312346 | val_loss: 0.0312383 | Time: 44207.1 ms [2022-03-08 03:50:24 main:574] : INFO : Epoch 1752 | loss: 0.0312353 | val_loss: 0.0312339 | Time: 44261 ms [2022-03-08 03:51:08 main:574] : INFO : Epoch 1753 | loss: 0.0312335 | val_loss: 0.0312358 | Time: 44203.3 ms [2022-03-08 03:51:52 main:574] : INFO : Epoch 1754 | loss: 0.0312347 | val_loss: 0.0312343 | Time: 44288.2 ms [2022-03-08 03:52:37 main:574] : INFO : Epoch 1755 | loss: 0.0312329 | val_loss: 0.0312338 | Time: 44284.9 ms [2022-03-08 03:53:21 main:574] : INFO : Epoch 1756 | loss: 0.0312327 | val_loss: 0.0312329 | Time: 44177.2 ms [2022-03-08 03:54:05 main:574] : INFO : Epoch 1757 | loss: 0.0312332 | val_loss: 0.0312332 | Time: 44164.7 ms [2022-03-08 03:54:50 main:574] : INFO : Epoch 1758 | loss: 0.0312337 | val_loss: 0.0312343 | Time: 44150.4 ms [2022-03-08 03:55:34 main:574] : INFO : Epoch 1759 | loss: 0.0312326 | val_loss: 0.0312328 | Time: 44253.7 ms [2022-03-08 03:56:18 main:574] : INFO : Epoch 1760 | loss: 0.0312323 | val_loss: 0.0312334 | Time: 44180.2 ms [2022-03-08 03:57:03 main:574] : INFO : Epoch 1761 | loss: 0.0312325 | val_loss: 0.0312328 | Time: 44315.8 ms [2022-03-08 03:57:47 main:574] : INFO : Epoch 1762 | loss: 0.0312325 | val_loss: 0.0312343 | Time: 44321.6 ms [2022-03-08 03:58:32 main:574] : INFO : Epoch 1763 | loss: 0.0312337 | val_loss: 0.0312383 | Time: 44296.2 ms [2022-03-08 03:59:16 main:574] : INFO : Epoch 1764 | loss: 0.0312342 | val_loss: 0.0312327 | Time: 44249.4 ms [2022-03-08 04:00:00 main:574] : INFO : Epoch 1765 | loss: 0.0312333 | val_loss: 0.0312331 | Time: 44170.5 ms [2022-03-08 04:00:45 main:574] : INFO : Epoch 1766 | loss: 0.031233 | val_loss: 0.0312341 | Time: 44266.8 ms [2022-03-08 04:01:29 main:574] : INFO : Epoch 1767 | loss: 0.0312344 | val_loss: 0.0312331 | Time: 44237.7 ms [2022-03-08 04:02:14 main:574] : INFO : Epoch 1768 | loss: 0.0312346 | val_loss: 0.0312381 | Time: 44273.8 ms [2022-03-08 04:02:58 main:574] : INFO : Epoch 1769 | loss: 0.0312336 | val_loss: 0.0312327 | Time: 44461.6 ms [2022-03-08 04:03:43 main:574] : INFO : Epoch 1770 | loss: 0.0312329 | val_loss: 0.0312345 | Time: 44192.8 ms [2022-03-08 04:04:32 main:574] : INFO : Epoch 1771 | loss: 0.0312337 | val_loss: 0.0312327 | Time: 48780.7 ms [2022-03-08 04:05:16 main:574] : INFO : Epoch 1772 | loss: 0.0312327 | val_loss: 0.0312329 | Time: 44217.1 ms [2022-03-08 04:06:00 main:574] : INFO : Epoch 1773 | loss: 0.0312323 | val_loss: 0.0312346 | Time: 44288.7 ms [2022-03-08 04:06:45 main:574] : INFO : Epoch 1774 | loss: 0.0312334 | val_loss: 0.0312338 | Time: 44167.5 ms [2022-03-08 04:07:29 main:574] : INFO : Epoch 1775 | loss: 0.0312328 | val_loss: 0.0312404 | Time: 44327.6 ms [2022-03-08 04:08:13 main:574] : INFO : Epoch 1776 | loss: 0.0312346 | val_loss: 0.0312356 | Time: 44200.1 ms [2022-03-08 04:08:58 main:574] : INFO : Epoch 1777 | loss: 0.0312349 | val_loss: 0.0312334 | Time: 44433.3 ms [2022-03-08 04:09:46 main:574] : INFO : Epoch 1778 | loss: 0.0312339 | val_loss: 0.0312327 | Time: 47894.6 ms [2022-03-08 04:10:30 main:574] : INFO : Epoch 1779 | loss: 0.0312328 | val_loss: 0.0312343 | Time: 44308.7 ms [2022-03-08 04:11:15 main:574] : INFO : Epoch 1780 | loss: 0.0312338 | val_loss: 0.031234 | Time: 44269.1 ms [2022-03-08 04:11:59 main:574] : INFO : Epoch 1781 | loss: 0.0312324 | val_loss: 0.0312327 | Time: 44231.3 ms [2022-03-08 04:12:43 main:574] : INFO : Epoch 1782 | loss: 0.0312332 | val_loss: 0.0312339 | Time: 44223.9 ms [2022-03-08 04:13:28 main:574] : INFO : Epoch 1783 | loss: 0.0312333 | val_loss: 0.0312341 | Time: 44233.9 ms [2022-03-08 04:14:12 main:574] : INFO : Epoch 1784 | loss: 0.0312325 | val_loss: 0.0312331 | Time: 44189.8 ms [2022-03-08 04:14:57 main:574] : INFO : Epoch 1785 | loss: 0.0312334 | val_loss: 0.0312327 | Time: 44690.9 ms [2022-03-08 04:15:41 main:574] : INFO : Epoch 1786 | loss: 0.0312332 | val_loss: 0.0312341 | Time: 44169.9 ms [2022-03-08 04:16:26 main:574] : INFO : Epoch 1787 | loss: 0.0312339 | val_loss: 0.0312338 | Time: 44305.8 ms [2022-03-08 04:17:10 main:574] : INFO : Epoch 1788 | loss: 0.0312328 | val_loss: 0.0312348 | Time: 44534.7 ms [2022-03-08 04:17:55 main:574] : INFO : Epoch 1789 | loss: 0.0312333 | val_loss: 0.0312367 | Time: 44318.1 ms [2022-03-08 04:18:39 main:574] : INFO : Epoch 1790 | loss: 0.0312343 | val_loss: 0.0312349 | Time: 44187.1 ms [2022-03-08 04:19:23 main:574] : INFO : Epoch 1791 | loss: 0.0312334 | val_loss: 0.0312343 | Time: 44272.2 ms [2022-03-08 04:20:08 main:574] : INFO : Epoch 1792 | loss: 0.0312329 | val_loss: 0.0312329 | Time: 44165.8 ms [2022-03-08 04:20:52 main:574] : INFO : Epoch 1793 | loss: 0.0312325 | val_loss: 0.0312327 | Time: 44301.4 ms [2022-03-08 04:21:36 main:574] : INFO : Epoch 1794 | loss: 0.031233 | val_loss: 0.031233 | Time: 44277 ms [2022-03-08 04:22:21 main:574] : INFO : Epoch 1795 | loss: 0.0312348 | val_loss: 0.0312364 | Time: 44232.6 ms [2022-03-08 04:23:05 main:574] : INFO : Epoch 1796 | loss: 0.0312337 | val_loss: 0.0312332 | Time: 44108.8 ms [2022-03-08 04:23:49 main:574] : INFO : Epoch 1797 | loss: 0.0312328 | val_loss: 0.0312336 | Time: 44230.3 ms [2022-03-08 04:24:34 main:574] : INFO : Epoch 1798 | loss: 0.0312329 | val_loss: 0.0312337 | Time: 44204.4 ms [2022-03-08 04:25:18 main:574] : INFO : Epoch 1799 | loss: 0.0312339 | val_loss: 0.031234 | Time: 44325.4 ms [2022-03-08 04:26:03 main:574] : INFO : Epoch 1800 | loss: 0.031234 | val_loss: 0.0312348 | Time: 44294.8 ms [2022-03-08 04:26:47 main:574] : INFO : Epoch 1801 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 44231.6 ms [2022-03-08 04:27:31 main:574] : INFO : Epoch 1802 | loss: 0.0312326 | val_loss: 0.031233 | Time: 44241 ms [2022-03-08 04:28:16 main:574] : INFO : Epoch 1803 | loss: 0.031234 | val_loss: 0.0312419 | Time: 44385.7 ms [2022-03-08 04:29:00 main:574] : INFO : Epoch 1804 | loss: 0.031237 | val_loss: 0.0312336 | Time: 44294.9 ms [2022-03-08 04:29:44 main:574] : INFO : Epoch 1805 | loss: 0.0312348 | val_loss: 0.0312334 | Time: 44221.9 ms [2022-03-08 04:30:32 main:574] : INFO : Epoch 1806 | loss: 0.0312335 | val_loss: 0.0312385 | Time: 47586 ms [2022-03-08 04:31:17 main:574] : INFO : Epoch 1807 | loss: 0.0312341 | val_loss: 0.0312337 | Time: 44519.7 ms [2022-03-08 04:32:01 main:574] : INFO : Epoch 1808 | loss: 0.0312331 | val_loss: 0.0312353 | Time: 44153.5 ms [2022-03-08 04:32:45 main:574] : INFO : Epoch 1809 | loss: 0.0312329 | val_loss: 0.0312364 | Time: 44189.2 ms [2022-03-08 04:33:29 main:574] : INFO : Epoch 1810 | loss: 0.0312355 | val_loss: 0.0312329 | Time: 44126.8 ms [2022-03-08 04:34:14 main:574] : INFO : Epoch 1811 | loss: 0.031235 | val_loss: 0.0312351 | Time: 44218.4 ms [2022-03-08 04:34:58 main:574] : INFO : Epoch 1812 | loss: 0.0312341 | val_loss: 0.0312345 | Time: 44045.7 ms [2022-03-08 04:35:42 main:574] : INFO : Epoch 1813 | loss: 0.0312332 | val_loss: 0.0312327 | Time: 44207.2 ms [2022-03-08 04:36:27 main:574] : INFO : Epoch 1814 | loss: 0.0312336 | val_loss: 0.0312334 | Time: 44250 ms [2022-03-08 04:37:11 main:574] : INFO : Epoch 1815 | loss: 0.0312333 | val_loss: 0.0312327 | Time: 44453.8 ms [2022-03-08 04:37:55 main:574] : INFO : Epoch 1816 | loss: 0.0312331 | val_loss: 0.0312329 | Time: 44109.9 ms [2022-03-08 04:38:40 main:574] : INFO : Epoch 1817 | loss: 0.0312326 | val_loss: 0.031233 | Time: 44309.7 ms [2022-03-08 04:39:24 main:574] : INFO : Epoch 1818 | loss: 0.0312333 | val_loss: 0.031233 | Time: 44136.1 ms [2022-03-08 04:40:09 main:574] : INFO : Epoch 1819 | loss: 0.0312335 | val_loss: 0.0312329 | Time: 44373.4 ms [2022-03-08 04:40:53 main:574] : INFO : Epoch 1820 | loss: 0.0312333 | val_loss: 0.031235 | Time: 44186 ms [2022-03-08 04:41:37 main:574] : INFO : Epoch 1821 | loss: 0.0312338 | val_loss: 0.0312338 | Time: 44306.1 ms [2022-03-08 04:42:22 main:574] : INFO : Epoch 1822 | loss: 0.0312336 | val_loss: 0.0312349 | Time: 44257.8 ms [2022-03-08 04:43:06 main:574] : INFO : Epoch 1823 | loss: 0.0312337 | val_loss: 0.0312337 | Time: 44840 ms [2022-03-08 04:43:51 main:574] : INFO : Epoch 1824 | loss: 0.0312344 | val_loss: 0.0312346 | Time: 44475 ms [2022-03-08 04:44:37 main:574] : INFO : Epoch 1825 | loss: 0.0312335 | val_loss: 0.0312347 | Time: 44633.3 ms [2022-03-08 04:45:21 main:574] : INFO : Epoch 1826 | loss: 0.0312342 | val_loss: 0.0312327 | Time: 44149.3 ms [2022-03-08 04:46:05 main:574] : INFO : Epoch 1827 | loss: 0.0312343 | val_loss: 0.0312371 | Time: 44285.4 ms [2022-03-08 04:46:49 main:574] : INFO : Epoch 1828 | loss: 0.0312338 | val_loss: 0.0312335 | Time: 44051.4 ms [2022-03-08 04:47:34 main:574] : INFO : Epoch 1829 | loss: 0.0312324 | val_loss: 0.0312331 | Time: 44269.5 ms [2022-03-08 04:48:18 main:574] : INFO : Epoch 1830 | loss: 0.0312332 | val_loss: 0.0312327 | Time: 44118.4 ms [2022-03-08 04:49:02 main:574] : INFO : Epoch 1831 | loss: 0.0312335 | val_loss: 0.0312335 | Time: 44141.8 ms [2022-03-08 04:49:47 main:574] : INFO : Epoch 1832 | loss: 0.0312352 | val_loss: 0.0312391 | Time: 44202 ms [2022-03-08 04:50:31 main:574] : INFO : Epoch 1833 | loss: 0.031235 | val_loss: 0.0312341 | Time: 44192.8 ms [2022-03-08 04:51:15 main:574] : INFO : Epoch 1834 | loss: 0.0312348 | val_loss: 0.0312344 | Time: 44197.3 ms [2022-03-08 04:52:00 main:574] : INFO : Epoch 1835 | loss: 0.0312331 | val_loss: 0.0312339 | Time: 44347.2 ms [2022-03-08 04:52:44 main:574] : INFO : Epoch 1836 | loss: 0.0312329 | val_loss: 0.0312345 | Time: 44246.4 ms [2022-03-08 04:53:29 main:574] : INFO : Epoch 1837 | loss: 0.0312347 | val_loss: 0.0312376 | Time: 44237.5 ms [2022-03-08 04:54:13 main:574] : INFO : Epoch 1838 | loss: 0.031234 | val_loss: 0.0312332 | Time: 44167.9 ms [2022-03-08 04:54:57 main:574] : INFO : Epoch 1839 | loss: 0.0312328 | val_loss: 0.031234 | Time: 44208.2 ms [2022-03-08 04:55:41 main:574] : INFO : Epoch 1840 | loss: 0.0312328 | val_loss: 0.031233 | Time: 44165 ms [2022-03-08 04:56:26 main:574] : INFO : Epoch 1841 | loss: 0.0312328 | val_loss: 0.0312367 | Time: 44231.7 ms [2022-03-08 04:57:10 main:574] : INFO : Epoch 1842 | loss: 0.031233 | val_loss: 0.0312327 | Time: 44133.4 ms [2022-03-08 04:57:55 main:574] : INFO : Epoch 1843 | loss: 0.0312327 | val_loss: 0.0312339 | Time: 44270.3 ms [2022-03-08 04:58:39 main:574] : INFO : Epoch 1844 | loss: 0.0312339 | val_loss: 0.0312332 | Time: 44297.3 ms [2022-03-08 04:59:23 main:574] : INFO : Epoch 1845 | loss: 0.0312348 | val_loss: 0.0312383 | Time: 44262.9 ms [2022-03-08 05:00:08 main:574] : INFO : Epoch 1846 | loss: 0.0312334 | val_loss: 0.0312337 | Time: 44098.8 ms [2022-03-08 05:00:52 main:574] : INFO : Epoch 1847 | loss: 0.0312336 | val_loss: 0.0312328 | Time: 44312.2 ms [2022-03-08 05:01:36 main:574] : INFO : Epoch 1848 | loss: 0.0312366 | val_loss: 0.0312433 | Time: 44173 ms [2022-03-08 05:02:21 main:574] : INFO : Epoch 1849 | loss: 0.0312346 | val_loss: 0.0312337 | Time: 44281.2 ms [2022-03-08 05:03:10 main:574] : INFO : Epoch 1850 | loss: 0.0312325 | val_loss: 0.0312336 | Time: 48723 ms [2022-03-08 05:03:54 main:574] : INFO : Epoch 1851 | loss: 0.0312335 | val_loss: 0.0312335 | Time: 44324.2 ms [2022-03-08 05:04:41 main:574] : INFO : Epoch 1852 | loss: 0.0312338 | val_loss: 0.0312334 | Time: 47168.3 ms [2022-03-08 05:05:26 main:574] : INFO : Epoch 1853 | loss: 0.031233 | val_loss: 0.0312329 | Time: 44325.4 ms [2022-03-08 05:06:10 main:574] : INFO : Epoch 1854 | loss: 0.0312326 | val_loss: 0.0312358 | Time: 44164.3 ms [2022-03-08 05:06:54 main:574] : INFO : Epoch 1855 | loss: 0.0312337 | val_loss: 0.0312357 | Time: 44251.2 ms [2022-03-08 05:07:39 main:574] : INFO : Epoch 1856 | loss: 0.0312336 | val_loss: 0.0312332 | Time: 44305.9 ms [2022-03-08 05:08:23 main:574] : INFO : Epoch 1857 | loss: 0.0312327 | val_loss: 0.0312365 | Time: 44306.8 ms [2022-03-08 05:09:08 main:574] : INFO : Epoch 1858 | loss: 0.0312343 | val_loss: 0.0312327 | Time: 44258.7 ms [2022-03-08 05:09:56 main:574] : INFO : Epoch 1859 | loss: 0.0312326 | val_loss: 0.031233 | Time: 47834 ms [2022-03-08 05:10:40 main:574] : INFO : Epoch 1860 | loss: 0.031233 | val_loss: 0.0312341 | Time: 44213.2 ms [2022-03-08 05:11:25 main:574] : INFO : Epoch 1861 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 45257.9 ms [2022-03-08 05:12:10 main:574] : INFO : Epoch 1862 | loss: 0.0312325 | val_loss: 0.0312356 | Time: 44280.4 ms [2022-03-08 05:12:54 main:574] : INFO : Epoch 1863 | loss: 0.0312323 | val_loss: 0.0312335 | Time: 44273.9 ms [2022-03-08 05:13:39 main:574] : INFO : Epoch 1864 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 44178.5 ms [2022-03-08 05:14:23 main:574] : INFO : Epoch 1865 | loss: 0.0312325 | val_loss: 0.0312334 | Time: 44211 ms [2022-03-08 05:15:07 main:574] : INFO : Epoch 1866 | loss: 0.0312339 | val_loss: 0.031235 | Time: 44267.2 ms [2022-03-08 05:15:52 main:574] : INFO : Epoch 1867 | loss: 0.0312359 | val_loss: 0.0312344 | Time: 44177.9 ms [2022-03-08 05:16:36 main:574] : INFO : Epoch 1868 | loss: 0.031236 | val_loss: 0.0312338 | Time: 44222.2 ms [2022-03-08 05:17:20 main:574] : INFO : Epoch 1869 | loss: 0.0312344 | val_loss: 0.0312384 | Time: 44387.5 ms [2022-03-08 05:18:05 main:574] : INFO : Epoch 1870 | loss: 0.0312349 | val_loss: 0.0312328 | Time: 44295.2 ms [2022-03-08 05:18:49 main:574] : INFO : Epoch 1871 | loss: 0.0312337 | val_loss: 0.031234 | Time: 44235.4 ms [2022-03-08 05:19:33 main:574] : INFO : Epoch 1872 | loss: 0.0312335 | val_loss: 0.0312349 | Time: 44157.4 ms [2022-03-08 05:20:18 main:574] : INFO : Epoch 1873 | loss: 0.0312333 | val_loss: 0.0312342 | Time: 44290.3 ms [2022-03-08 05:21:02 main:574] : INFO : Epoch 1874 | loss: 0.0312327 | val_loss: 0.0312332 | Time: 44290.8 ms [2022-03-08 05:21:47 main:574] : INFO : Epoch 1875 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 44189.7 ms [2022-03-08 05:22:31 main:574] : INFO : Epoch 1876 | loss: 0.0312337 | val_loss: 0.0312343 | Time: 44145 ms [2022-03-08 05:23:15 main:574] : INFO : Epoch 1877 | loss: 0.0312335 | val_loss: 0.031233 | Time: 44455.1 ms [2022-03-08 05:24:00 main:574] : INFO : Epoch 1878 | loss: 0.0312336 | val_loss: 0.0312345 | Time: 44155.2 ms [2022-03-08 05:24:44 main:574] : INFO : Epoch 1879 | loss: 0.0312325 | val_loss: 0.031234 | Time: 44216.3 ms [2022-03-08 05:25:28 main:574] : INFO : Epoch 1880 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 44252 ms [2022-03-08 05:26:13 main:574] : INFO : Epoch 1881 | loss: 0.0312328 | val_loss: 0.0312351 | Time: 44163.1 ms [2022-03-08 05:26:57 main:574] : INFO : Epoch 1882 | loss: 0.0312348 | val_loss: 0.0312338 | Time: 44258.4 ms [2022-03-08 05:27:41 main:574] : INFO : Epoch 1883 | loss: 0.0312339 | val_loss: 0.0312338 | Time: 44188.4 ms [2022-03-08 05:28:26 main:574] : INFO : Epoch 1884 | loss: 0.0312326 | val_loss: 0.0312333 | Time: 44340.3 ms [2022-03-08 05:29:10 main:574] : INFO : Epoch 1885 | loss: 0.0312329 | val_loss: 0.0312328 | Time: 44108.2 ms [2022-03-08 05:29:54 main:574] : INFO : Epoch 1886 | loss: 0.0312324 | val_loss: 0.0312327 | Time: 44257.3 ms [2022-03-08 05:30:43 main:574] : INFO : Epoch 1887 | loss: 0.0312328 | val_loss: 0.0312332 | Time: 48116.5 ms [2022-03-08 05:31:27 main:574] : INFO : Epoch 1888 | loss: 0.0312326 | val_loss: 0.0312336 | Time: 44202.7 ms [2022-03-08 05:32:11 main:574] : INFO : Epoch 1889 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 44161.9 ms [2022-03-08 05:32:56 main:574] : INFO : Epoch 1890 | loss: 0.0312344 | val_loss: 0.0312341 | Time: 44207.9 ms [2022-03-08 05:33:40 main:574] : INFO : Epoch 1891 | loss: 0.0312341 | val_loss: 0.0312334 | Time: 44301.7 ms [2022-03-08 05:34:24 main:574] : INFO : Epoch 1892 | loss: 0.0312341 | val_loss: 0.031233 | Time: 44268.7 ms [2022-03-08 05:35:09 main:574] : INFO : Epoch 1893 | loss: 0.0312346 | val_loss: 0.0312363 | Time: 44168.8 ms [2022-03-08 05:35:53 main:574] : INFO : Epoch 1894 | loss: 0.0312328 | val_loss: 0.0312327 | Time: 44295.9 ms [2022-03-08 05:36:37 main:574] : INFO : Epoch 1895 | loss: 0.0312327 | val_loss: 0.0312355 | Time: 44222 ms [2022-03-08 05:37:22 main:574] : INFO : Epoch 1896 | loss: 0.0312331 | val_loss: 0.0312417 | Time: 44139.3 ms [2022-03-08 05:38:06 main:574] : INFO : Epoch 1897 | loss: 0.0312364 | val_loss: 0.0312343 | Time: 44170 ms [2022-03-08 05:38:50 main:574] : INFO : Epoch 1898 | loss: 0.0312353 | val_loss: 0.0312349 | Time: 44316.3 ms [2022-03-08 05:39:35 main:574] : INFO : Epoch 1899 | loss: 0.0312339 | val_loss: 0.031233 | Time: 44084.5 ms [2022-03-08 05:40:19 main:574] : INFO : Epoch 1900 | loss: 0.0312336 | val_loss: 0.0312354 | Time: 44195.4 ms [2022-03-08 05:41:03 main:574] : INFO : Epoch 1901 | loss: 0.031233 | val_loss: 0.0312332 | Time: 44292.2 ms [2022-03-08 05:41:48 main:574] : INFO : Epoch 1902 | loss: 0.0312324 | val_loss: 0.0312331 | Time: 44222.2 ms [2022-03-08 05:42:33 main:574] : INFO : Epoch 1903 | loss: 0.0312325 | val_loss: 0.0312352 | Time: 44824.3 ms [2022-03-08 05:43:17 main:574] : INFO : Epoch 1904 | loss: 0.0312352 | val_loss: 0.0312333 | Time: 44269.5 ms [2022-03-08 05:44:02 main:574] : INFO : Epoch 1905 | loss: 0.0312331 | val_loss: 0.0312346 | Time: 44194.2 ms [2022-03-08 05:44:46 main:574] : INFO : Epoch 1906 | loss: 0.031233 | val_loss: 0.0312335 | Time: 44068.4 ms [2022-03-08 05:45:30 main:574] : INFO : Epoch 1907 | loss: 0.0312331 | val_loss: 0.031234 | Time: 44265.8 ms [2022-03-08 05:46:15 main:574] : INFO : Epoch 1908 | loss: 0.0312339 | val_loss: 0.0312332 | Time: 44309.8 ms [2022-03-08 05:46:59 main:574] : INFO : Epoch 1909 | loss: 0.0312336 | val_loss: 0.0312334 | Time: 44364.5 ms [2022-03-08 05:47:43 main:574] : INFO : Epoch 1910 | loss: 0.0312334 | val_loss: 0.0312332 | Time: 44163.3 ms [2022-03-08 05:48:28 main:574] : INFO : Epoch 1911 | loss: 0.0312326 | val_loss: 0.0312333 | Time: 44937.7 ms [2022-03-08 05:49:13 main:574] : INFO : Epoch 1912 | loss: 0.0312331 | val_loss: 0.0312333 | Time: 44207.2 ms [2022-03-08 05:49:57 main:574] : INFO : Epoch 1913 | loss: 0.0312331 | val_loss: 0.0312331 | Time: 44276.1 ms [2022-03-08 05:50:42 main:574] : INFO : Epoch 1914 | loss: 0.0312336 | val_loss: 0.0312361 | Time: 44222.9 ms [2022-03-08 05:51:26 main:574] : INFO : Epoch 1915 | loss: 0.0312344 | val_loss: 0.0312374 | Time: 44577.8 ms [2022-03-08 05:52:11 main:574] : INFO : Epoch 1916 | loss: 0.0312349 | val_loss: 0.031234 | Time: 44175.8 ms [2022-03-08 05:52:55 main:574] : INFO : Epoch 1917 | loss: 0.0312325 | val_loss: 0.0312333 | Time: 44288.3 ms [2022-03-08 05:53:39 main:574] : INFO : Epoch 1918 | loss: 0.0312335 | val_loss: 0.0312337 | Time: 44142.3 ms [2022-03-08 05:54:24 main:574] : INFO : Epoch 1919 | loss: 0.031235 | val_loss: 0.0312371 | Time: 44331.6 ms [2022-03-08 05:55:08 main:574] : INFO : Epoch 1920 | loss: 0.0312348 | val_loss: 0.0312341 | Time: 44327.9 ms [2022-03-08 05:55:53 main:574] : INFO : Epoch 1921 | loss: 0.0312331 | val_loss: 0.0312335 | Time: 44296.1 ms [2022-03-08 05:56:37 main:574] : INFO : Epoch 1922 | loss: 0.0312334 | val_loss: 0.0312341 | Time: 44214.7 ms [2022-03-08 05:57:22 main:574] : INFO : Epoch 1923 | loss: 0.0312349 | val_loss: 0.0312378 | Time: 44286 ms [2022-03-08 05:58:06 main:574] : INFO : Epoch 1924 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 44177.7 ms [2022-03-08 05:58:50 main:574] : INFO : Epoch 1925 | loss: 0.0312329 | val_loss: 0.0312329 | Time: 44193.6 ms [2022-03-08 05:59:34 main:574] : INFO : Epoch 1926 | loss: 0.031233 | val_loss: 0.0312348 | Time: 44142 ms [2022-03-08 06:00:19 main:574] : INFO : Epoch 1927 | loss: 0.0312352 | val_loss: 0.0312326 | Time: 44231.5 ms [2022-03-08 06:01:03 main:574] : INFO : Epoch 1928 | loss: 0.0312332 | val_loss: 0.0312332 | Time: 44040.8 ms [2022-03-08 06:01:47 main:574] : INFO : Epoch 1929 | loss: 0.0312326 | val_loss: 0.0312328 | Time: 44299 ms [2022-03-08 06:02:32 main:574] : INFO : Epoch 1930 | loss: 0.0312324 | val_loss: 0.0312337 | Time: 44184.5 ms [2022-03-08 06:03:20 main:574] : INFO : Epoch 1931 | loss: 0.0312327 | val_loss: 0.0312343 | Time: 48541.3 ms [2022-03-08 06:04:05 main:574] : INFO : Epoch 1932 | loss: 0.0312354 | val_loss: 0.0312387 | Time: 44201.7 ms [2022-03-08 06:04:52 main:574] : INFO : Epoch 1933 | loss: 0.0312357 | val_loss: 0.0312393 | Time: 47054.7 ms [2022-03-08 06:05:36 main:574] : INFO : Epoch 1934 | loss: 0.0312364 | val_loss: 0.0312339 | Time: 44203.5 ms [2022-03-08 06:06:20 main:574] : INFO : Epoch 1935 | loss: 0.0312336 | val_loss: 0.0312331 | Time: 44236.9 ms [2022-03-08 06:07:05 main:574] : INFO : Epoch 1936 | loss: 0.0312334 | val_loss: 0.0312336 | Time: 44313.1 ms [2022-03-08 06:07:49 main:574] : INFO : Epoch 1937 | loss: 0.0312329 | val_loss: 0.0312345 | Time: 44525.7 ms [2022-03-08 06:08:34 main:574] : INFO : Epoch 1938 | loss: 0.031234 | val_loss: 0.0312361 | Time: 44242.1 ms [2022-03-08 06:09:18 main:574] : INFO : Epoch 1939 | loss: 0.0312336 | val_loss: 0.0312328 | Time: 44278.3 ms [2022-03-08 06:10:06 main:574] : INFO : Epoch 1940 | loss: 0.0312329 | val_loss: 0.0312337 | Time: 47711.9 ms [2022-03-08 06:10:50 main:574] : INFO : Epoch 1941 | loss: 0.031233 | val_loss: 0.0312334 | Time: 44197 ms [2022-03-08 06:11:38 main:574] : INFO : Epoch 1942 | loss: 0.0312336 | val_loss: 0.0312332 | Time: 47692.4 ms [2022-03-08 06:12:25 main:574] : INFO : Epoch 1943 | loss: 0.0312328 | val_loss: 0.031233 | Time: 45077.2 ms [2022-03-08 06:13:11 main:574] : INFO : Epoch 1944 | loss: 0.0312325 | val_loss: 0.0312331 | Time: 46164.6 ms [2022-03-08 06:13:58 main:574] : INFO : Epoch 1945 | loss: 0.0312331 | val_loss: 0.0312344 | Time: 46578.2 ms [2022-03-08 06:14:54 main:574] : INFO : Epoch 1946 | loss: 0.0312328 | val_loss: 0.031234 | Time: 56261.1 ms [2022-03-08 06:15:39 main:574] : INFO : Epoch 1947 | loss: 0.0312329 | val_loss: 0.0312328 | Time: 44346.3 ms [2022-03-08 06:16:23 main:574] : INFO : Epoch 1948 | loss: 0.0312329 | val_loss: 0.0312331 | Time: 44244.4 ms [2022-03-08 06:17:08 main:574] : INFO : Epoch 1949 | loss: 0.0312324 | val_loss: 0.0312331 | Time: 44782.2 ms [2022-03-08 06:17:53 main:574] : INFO : Epoch 1950 | loss: 0.0312327 | val_loss: 0.0312338 | Time: 44461.8 ms [2022-03-08 06:18:38 main:574] : INFO : Epoch 1951 | loss: 0.0312327 | val_loss: 0.0312333 | Time: 44440.4 ms [2022-03-08 06:19:22 main:574] : INFO : Epoch 1952 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 44339.8 ms [2022-03-08 06:20:06 main:574] : INFO : Epoch 1953 | loss: 0.0312334 | val_loss: 0.0312334 | Time: 44232 ms [2022-03-08 06:20:51 main:574] : INFO : Epoch 1954 | loss: 0.0312334 | val_loss: 0.0312356 | Time: 44271.2 ms [2022-03-08 06:21:36 main:574] : INFO : Epoch 1955 | loss: 0.0312332 | val_loss: 0.0312331 | Time: 45229.5 ms [2022-03-08 06:22:20 main:574] : INFO : Epoch 1956 | loss: 0.0312324 | val_loss: 0.0312331 | Time: 44198.1 ms [2022-03-08 06:23:05 main:574] : INFO : Epoch 1957 | loss: 0.0312321 | val_loss: 0.0312345 | Time: 44371.8 ms [2022-03-08 06:23:49 main:574] : INFO : Epoch 1958 | loss: 0.0312344 | val_loss: 0.0312373 | Time: 44453.9 ms [2022-03-08 06:24:34 main:574] : INFO : Epoch 1959 | loss: 0.0312335 | val_loss: 0.0312326 | Time: 44346.3 ms [2022-03-08 06:25:18 main:574] : INFO : Epoch 1960 | loss: 0.0312324 | val_loss: 0.0312326 | Time: 44365.2 ms [2022-03-08 06:26:03 main:574] : INFO : Epoch 1961 | loss: 0.0312339 | val_loss: 0.0312329 | Time: 44393.5 ms [2022-03-08 06:26:47 main:574] : INFO : Epoch 1962 | loss: 0.0312331 | val_loss: 0.031234 | Time: 44246.8 ms [2022-03-08 06:27:32 main:574] : INFO : Epoch 1963 | loss: 0.0312335 | val_loss: 0.031234 | Time: 44438.7 ms [2022-03-08 06:28:17 main:574] : INFO : Epoch 1964 | loss: 0.0312328 | val_loss: 0.031233 | Time: 44599.8 ms [2022-03-08 06:29:01 main:574] : INFO : Epoch 1965 | loss: 0.0312332 | val_loss: 0.0312328 | Time: 44204.5 ms [2022-03-08 06:29:45 main:574] : INFO : Epoch 1966 | loss: 0.0312323 | val_loss: 0.0312335 | Time: 44225.7 ms [2022-03-08 06:30:29 main:574] : INFO : Epoch 1967 | loss: 0.0312328 | val_loss: 0.031234 | Time: 44209.2 ms [2022-03-08 06:31:14 main:574] : INFO : Epoch 1968 | loss: 0.0312325 | val_loss: 0.0312334 | Time: 44215.4 ms [2022-03-08 06:31:58 main:574] : INFO : Epoch 1969 | loss: 0.0312326 | val_loss: 0.0312349 | Time: 44136.4 ms [2022-03-08 06:32:42 main:574] : INFO : Epoch 1970 | loss: 0.0312345 | val_loss: 0.0312345 | Time: 44219.7 ms [2022-03-08 06:33:27 main:574] : INFO : Epoch 1971 | loss: 0.031233 | val_loss: 0.0312343 | Time: 44174.4 ms [2022-03-08 06:34:11 main:574] : INFO : Epoch 1972 | loss: 0.0312337 | val_loss: 0.0312339 | Time: 44251.5 ms [2022-03-08 06:34:55 main:574] : INFO : Epoch 1973 | loss: 0.0312332 | val_loss: 0.0312334 | Time: 44260.4 ms [2022-03-08 06:35:40 main:574] : INFO : Epoch 1974 | loss: 0.0312332 | val_loss: 0.031233 | Time: 44135.1 ms [2022-03-08 06:36:24 main:574] : INFO : Epoch 1975 | loss: 0.0312327 | val_loss: 0.0312339 | Time: 44358.6 ms [2022-03-08 06:37:09 main:574] : INFO : Epoch 1976 | loss: 0.0312333 | val_loss: 0.0312336 | Time: 44106.8 ms [2022-03-08 06:37:53 main:574] : INFO : Epoch 1977 | loss: 0.0312355 | val_loss: 0.0312376 | Time: 44258.8 ms [2022-03-08 06:38:37 main:574] : INFO : Epoch 1978 | loss: 0.031238 | val_loss: 0.0312453 | Time: 44118.8 ms [2022-03-08 06:39:22 main:574] : INFO : Epoch 1979 | loss: 0.0312393 | val_loss: 0.031241 | Time: 44346.4 ms [2022-03-08 06:40:06 main:574] : INFO : Epoch 1980 | loss: 0.0313168 | val_loss: 0.0312754 | Time: 44306.5 ms [2022-03-08 06:40:51 main:574] : INFO : Epoch 1981 | loss: 0.0314311 | val_loss: 0.0314384 | Time: 44223.2 ms [2022-03-08 06:41:35 main:574] : INFO : Epoch 1982 | loss: 0.032099 | val_loss: 0.0316021 | Time: 44176.2 ms [2022-03-08 06:42:19 main:574] : INFO : Epoch 1983 | loss: 0.0314921 | val_loss: 0.0313278 | Time: 44373.2 ms [2022-03-08 06:43:04 main:574] : INFO : Epoch 1984 | loss: 0.0312785 | val_loss: 0.0312506 | Time: 44160.3 ms [2022-03-08 06:43:48 main:574] : INFO : Epoch 1985 | loss: 0.0312433 | val_loss: 0.0312395 | Time: 44249.6 ms [2022-03-08 06:44:33 main:574] : INFO : Epoch 1986 | loss: 0.0312346 | val_loss: 0.0312353 | Time: 44232 ms [2022-03-08 06:45:17 main:574] : INFO : Epoch 1987 | loss: 0.0312326 | val_loss: 0.0312339 | Time: 44257.9 ms [2022-03-08 06:46:01 main:574] : INFO : Epoch 1988 | loss: 0.0312325 | val_loss: 0.0312333 | Time: 44268.7 ms [2022-03-08 06:46:46 main:574] : INFO : Epoch 1989 | loss: 0.0312337 | val_loss: 0.0312336 | Time: 44201.8 ms [2022-03-08 06:47:30 main:574] : INFO : Epoch 1990 | loss: 0.0312327 | val_loss: 0.0312328 | Time: 44176.9 ms [2022-03-08 06:48:14 main:574] : INFO : Epoch 1991 | loss: 0.0312336 | val_loss: 0.031233 | Time: 44333.2 ms [2022-03-08 06:48:59 main:574] : INFO : Epoch 1992 | loss: 0.0312326 | val_loss: 0.0312342 | Time: 44149.1 ms [2022-03-08 06:49:43 main:574] : INFO : Epoch 1993 | loss: 0.0312331 | val_loss: 0.0312327 | Time: 44404.5 ms [2022-03-08 06:50:28 main:574] : INFO : Epoch 1994 | loss: 0.0312326 | val_loss: 0.0312332 | Time: 44363.4 ms [2022-03-08 06:51:12 main:574] : INFO : Epoch 1995 | loss: 0.0312328 | val_loss: 0.0312351 | Time: 44706.9 ms [2022-03-08 06:51:57 main:574] : INFO : Epoch 1996 | loss: 0.0312335 | val_loss: 0.0312334 | Time: 44261.4 ms [2022-03-08 06:52:41 main:574] : INFO : Epoch 1997 | loss: 0.0312329 | val_loss: 0.0312349 | Time: 44290.9 ms [2022-03-08 06:53:26 main:574] : INFO : Epoch 1998 | loss: 0.0312326 | val_loss: 0.0312328 | Time: 44255.3 ms [2022-03-08 06:54:10 main:574] : INFO : Epoch 1999 | loss: 0.0312335 | val_loss: 0.0312327 | Time: 44230.5 ms [2022-03-08 06:54:54 main:574] : INFO : Epoch 2000 | loss: 0.0312348 | val_loss: 0.0312345 | Time: 44162.1 ms [2022-03-08 06:55:39 main:574] : INFO : Epoch 2001 | loss: 0.0312324 | val_loss: 0.0312328 | Time: 44269.6 ms [2022-03-08 06:56:23 main:574] : INFO : Epoch 2002 | loss: 0.0312327 | val_loss: 0.0312333 | Time: 44161.2 ms [2022-03-08 06:57:07 main:574] : INFO : Epoch 2003 | loss: 0.0312323 | val_loss: 0.0312332 | Time: 44323.9 ms [2022-03-08 06:57:52 main:574] : INFO : Epoch 2004 | loss: 0.0312321 | val_loss: 0.031233 | Time: 44471.3 ms [2022-03-08 06:58:36 main:574] : INFO : Epoch 2005 | loss: 0.0312326 | val_loss: 0.0312349 | Time: 44293.6 ms [2022-03-08 06:59:21 main:574] : INFO : Epoch 2006 | loss: 0.0312328 | val_loss: 0.0312327 | Time: 44306.8 ms [2022-03-08 07:00:05 main:574] : INFO : Epoch 2007 | loss: 0.0312328 | val_loss: 0.0312337 | Time: 44236.5 ms [2022-03-08 07:00:49 main:574] : INFO : Epoch 2008 | loss: 0.0312331 | val_loss: 0.0312335 | Time: 44169.2 ms [2022-03-08 07:01:34 main:574] : INFO : Epoch 2009 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 44348.8 ms [2022-03-08 07:02:18 main:574] : INFO : Epoch 2010 | loss: 0.031233 | val_loss: 0.031234 | Time: 44165.7 ms [2022-03-08 07:03:02 main:574] : INFO : Epoch 2011 | loss: 0.0312331 | val_loss: 0.0312335 | Time: 44262.1 ms [2022-03-08 07:03:50 main:574] : INFO : Epoch 2012 | loss: 0.0312324 | val_loss: 0.0312331 | Time: 47533.2 ms [2022-03-08 07:04:37 main:574] : INFO : Epoch 2013 | loss: 0.0312344 | val_loss: 0.0312327 | Time: 47053.8 ms [2022-03-08 07:05:21 main:574] : INFO : Epoch 2014 | loss: 0.031233 | val_loss: 0.0312344 | Time: 44122.3 ms [2022-03-08 07:06:06 main:574] : INFO : Epoch 2015 | loss: 0.0312327 | val_loss: 0.0312325 | Time: 44205.2 ms [2022-03-08 07:06:52 main:574] : INFO : Epoch 2016 | loss: 0.0312327 | val_loss: 0.0312341 | Time: 45936.1 ms [2022-03-08 07:07:36 main:574] : INFO : Epoch 2017 | loss: 0.0312325 | val_loss: 0.0312328 | Time: 44365.1 ms [2022-03-08 07:08:21 main:574] : INFO : Epoch 2018 | loss: 0.0312322 | val_loss: 0.0312333 | Time: 44312.8 ms [2022-03-08 07:09:05 main:574] : INFO : Epoch 2019 | loss: 0.0312328 | val_loss: 0.0312329 | Time: 44382.1 ms [2022-03-08 07:09:53 main:574] : INFO : Epoch 2020 | loss: 0.0312333 | val_loss: 0.0312338 | Time: 47577.1 ms [2022-03-08 07:10:37 main:574] : INFO : Epoch 2021 | loss: 0.0312343 | val_loss: 0.031233 | Time: 44349.5 ms [2022-03-08 07:11:23 main:574] : INFO : Epoch 2022 | loss: 0.0312339 | val_loss: 0.0312343 | Time: 45280.9 ms [2022-03-08 07:12:07 main:574] : INFO : Epoch 2023 | loss: 0.0312331 | val_loss: 0.0312348 | Time: 44228.8 ms [2022-03-08 07:12:52 main:574] : INFO : Epoch 2024 | loss: 0.0312326 | val_loss: 0.0312336 | Time: 44305.8 ms [2022-03-08 07:13:36 main:574] : INFO : Epoch 2025 | loss: 0.0312328 | val_loss: 0.0312333 | Time: 44245 ms [2022-03-08 07:14:20 main:574] : INFO : Epoch 2026 | loss: 0.0312324 | val_loss: 0.0312327 | Time: 44124.9 ms [2022-03-08 07:15:12 main:574] : INFO : Epoch 2027 | loss: 0.0312328 | val_loss: 0.031233 | Time: 51276.9 ms [2022-03-08 07:15:56 main:574] : INFO : Epoch 2028 | loss: 0.0312327 | val_loss: 0.0312351 | Time: 44103 ms [2022-03-08 07:16:40 main:574] : INFO : Epoch 2029 | loss: 0.0312339 | val_loss: 0.0312376 | Time: 44142.4 ms [2022-03-08 07:17:28 main:574] : INFO : Epoch 2030 | loss: 0.031235 | val_loss: 0.0312327 | Time: 47876.6 ms [2022-03-08 07:18:14 main:574] : INFO : Epoch 2031 | loss: 0.0312328 | val_loss: 0.031233 | Time: 45286.6 ms [2022-03-08 07:19:01 main:574] : INFO : Epoch 2032 | loss: 0.0312322 | val_loss: 0.0312329 | Time: 44948.2 ms [2022-03-08 07:19:47 main:574] : INFO : Epoch 2033 | loss: 0.0312322 | val_loss: 0.0312327 | Time: 45181.1 ms [2022-03-08 07:20:32 main:574] : INFO : Epoch 2034 | loss: 0.0312322 | val_loss: 0.0312336 | Time: 44114.3 ms [2022-03-08 07:21:17 main:574] : INFO : Epoch 2035 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 45423.7 ms [2022-03-08 07:22:02 main:574] : INFO : Epoch 2036 | loss: 0.0312323 | val_loss: 0.0312327 | Time: 44389 ms [2022-03-08 07:22:46 main:574] : INFO : Epoch 2037 | loss: 0.0312322 | val_loss: 0.0312334 | Time: 44277.5 ms [2022-03-08 07:23:31 main:574] : INFO : Epoch 2038 | loss: 0.0312323 | val_loss: 0.0312334 | Time: 44249.9 ms [2022-03-08 07:24:15 main:574] : INFO : Epoch 2039 | loss: 0.031233 | val_loss: 0.0312337 | Time: 44242.9 ms [2022-03-08 07:25:00 main:574] : INFO : Epoch 2040 | loss: 0.0312334 | val_loss: 0.0312341 | Time: 44251.5 ms [2022-03-08 07:25:44 main:574] : INFO : Epoch 2041 | loss: 0.0312335 | val_loss: 0.0312329 | Time: 44226.8 ms [2022-03-08 07:26:28 main:574] : INFO : Epoch 2042 | loss: 0.0312323 | val_loss: 0.0312349 | Time: 44135.8 ms [2022-03-08 07:27:13 main:574] : INFO : Epoch 2043 | loss: 0.031233 | val_loss: 0.0312332 | Time: 44249.7 ms [2022-03-08 07:27:57 main:574] : INFO : Epoch 2044 | loss: 0.031233 | val_loss: 0.0312326 | Time: 44312.4 ms [2022-03-08 07:28:42 main:574] : INFO : Epoch 2045 | loss: 0.0312326 | val_loss: 0.0312338 | Time: 44482.9 ms [2022-03-08 07:29:26 main:574] : INFO : Epoch 2046 | loss: 0.0312332 | val_loss: 0.0312331 | Time: 44207.9 ms [2022-03-08 07:30:11 main:574] : INFO : Epoch 2047 | loss: 0.0312343 | val_loss: 0.0312329 | Time: 44283.1 ms [2022-03-08 07:30:55 main:574] : INFO : Epoch 2048 | loss: 0.031233 | val_loss: 0.0312338 | Time: 44144.3 ms [2022-03-08 07:30:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312338 [2022-03-08 07:30:55 main:603] : INFO : Saving end state to config to file [2022-03-08 07:30:55 main:608] : INFO : Success, exiting.. 07:30:55 (2140): 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)