Task 14354388
| Name | ParityModified-1647041794-29071-3-0_0 |
| Workunit | 11402719 |
| Created | 4 Apr 2022, 14:04:33 UTC |
| Sent | 10 Apr 2022, 8:08:32 UTC |
| Report deadline | 18 Apr 2022, 8:08:32 UTC |
| Received | 10 Apr 2022, 10:09:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min 1 sec |
| CPU time | 55 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 14 ms [2022-04-10 11:51:29 main:574] : INFO : Epoch 1542 | loss: 0.0312396 | val_loss: 0.0312393 | Time: 1628.19 ms [2022-04-10 11:51:31 main:574] : INFO : Epoch 1543 | loss: 0.0312405 | val_loss: 0.0312396 | Time: 1624.76 ms [2022-04-10 11:51:33 main:574] : INFO : Epoch 1544 | loss: 0.0312397 | val_loss: 0.0312371 | Time: 1623.84 ms [2022-04-10 11:51:34 main:574] : INFO : Epoch 1545 | loss: 0.0312391 | val_loss: 0.0312365 | Time: 1626.61 ms [2022-04-10 11:51:36 main:574] : INFO : Epoch 1546 | loss: 0.0312386 | val_loss: 0.0312361 | Time: 1628 ms [2022-04-10 11:51:38 main:574] : INFO : Epoch 1547 | loss: 0.031238 | val_loss: 0.0312359 | Time: 1626.56 ms [2022-04-10 11:51:39 main:574] : INFO : Epoch 1548 | loss: 0.0312402 | val_loss: 0.03124 | Time: 1627.79 ms [2022-04-10 11:51:41 main:574] : INFO : Epoch 1549 | loss: 0.0312398 | val_loss: 0.0312374 | Time: 1623.33 ms [2022-04-10 11:51:42 main:574] : INFO : Epoch 1550 | loss: 0.0312389 | val_loss: 0.0312366 | Time: 1629.54 ms [2022-04-10 11:51:44 main:574] : INFO : Epoch 1551 | loss: 0.0312382 | val_loss: 0.031237 | Time: 1632.86 ms [2022-04-10 11:51:46 main:574] : INFO : Epoch 1552 | loss: 0.0312382 | val_loss: 0.031236 | Time: 1627.67 ms [2022-04-10 11:51:47 main:574] : INFO : Epoch 1553 | loss: 0.0312381 | val_loss: 0.0312363 | Time: 1622.1 ms [2022-04-10 11:51:49 main:574] : INFO : Epoch 1554 | loss: 0.0312387 | val_loss: 0.0312379 | Time: 1629.33 ms [2022-04-10 11:51:51 main:574] : INFO : Epoch 1555 | loss: 0.0312399 | val_loss: 0.0312403 | Time: 1623.36 ms [2022-04-10 11:51:52 main:574] : INFO : Epoch 1556 | loss: 0.0312417 | val_loss: 0.0312416 | Time: 1629.09 ms [2022-04-10 11:51:54 main:574] : INFO : Epoch 1557 | loss: 0.03124 | val_loss: 0.0312374 | Time: 1627.39 ms [2022-04-10 11:51:56 main:574] : INFO : Epoch 1558 | loss: 0.03124 | val_loss: 0.0312389 | Time: 1642.38 ms [2022-04-10 11:51:57 main:574] : INFO : Epoch 1559 | loss: 0.0312398 | val_loss: 0.0312359 | Time: 1634.25 ms [2022-04-10 11:51:59 main:574] : INFO : Epoch 1560 | loss: 0.0312389 | val_loss: 0.0312379 | Time: 1641.04 ms [2022-04-10 11:52:01 main:574] : INFO : Epoch 1561 | loss: 0.0312387 | val_loss: 0.0312359 | Time: 1650.78 ms [2022-04-10 11:52:02 main:574] : INFO : Epoch 1562 | loss: 0.0312385 | val_loss: 0.031239 | Time: 1632.59 ms [2022-04-10 11:52:04 main:574] : INFO : Epoch 1563 | loss: 0.0312402 | val_loss: 0.03124 | Time: 1635.34 ms [2022-04-10 11:52:05 main:574] : INFO : Epoch 1564 | loss: 0.0312387 | val_loss: 0.0312362 | Time: 1640.47 ms [2022-04-10 11:52:07 main:574] : INFO : Epoch 1565 | loss: 0.0312397 | val_loss: 0.0312411 | Time: 1636.32 ms [2022-04-10 11:52:09 main:574] : INFO : Epoch 1566 | loss: 0.0312407 | val_loss: 0.031237 | Time: 1638.2 ms [2022-04-10 11:52:10 main:574] : INFO : Epoch 1567 | loss: 0.03124 | val_loss: 0.0312384 | Time: 1632.44 ms [2022-04-10 11:52:12 main:574] : INFO : Epoch 1568 | loss: 0.0312409 | val_loss: 0.0312375 | Time: 1638.98 ms [2022-04-10 11:52:14 main:574] : INFO : Epoch 1569 | loss: 0.0312424 | val_loss: 0.0312452 | Time: 1637.78 ms [2022-04-10 11:52:15 main:574] : INFO : Epoch 1570 | loss: 0.0312416 | val_loss: 0.0312434 | Time: 1631.64 ms [2022-04-10 11:52:17 main:574] : INFO : Epoch 1571 | loss: 0.0312393 | val_loss: 0.0312364 | Time: 1638.17 ms [2022-04-10 11:52:19 main:574] : INFO : Epoch 1572 | loss: 0.0312394 | val_loss: 0.0312366 | Time: 1639.98 ms [2022-04-10 11:52:20 main:574] : INFO : Epoch 1573 | loss: 0.0312389 | val_loss: 0.0312387 | Time: 1639.49 ms [2022-04-10 11:52:22 main:574] : INFO : Epoch 1574 | loss: 0.0312406 | val_loss: 0.0312412 | Time: 1641.69 ms [2022-04-10 11:52:24 main:574] : INFO : Epoch 1575 | loss: 0.03124 | val_loss: 0.0312369 | Time: 1631.53 ms [2022-04-10 11:52:25 main:574] : INFO : Epoch 1576 | loss: 0.0312384 | val_loss: 0.0312365 | Time: 1633.26 ms [2022-04-10 11:52:27 main:574] : INFO : Epoch 1577 | loss: 0.0312388 | val_loss: 0.0312359 | Time: 1635.53 ms [2022-04-10 11:52:28 main:574] : INFO : Epoch 1578 | loss: 0.0312386 | val_loss: 0.0312371 | Time: 1634.7 ms [2022-04-10 11:52:30 main:574] : INFO : Epoch 1579 | loss: 0.0312387 | val_loss: 0.0312372 | Time: 1638.24 ms [2022-04-10 11:52:32 main:574] : INFO : Epoch 1580 | loss: 0.0312399 | val_loss: 0.0312389 | Time: 1649.04 ms [2022-04-10 11:52:33 main:574] : INFO : Epoch 1581 | loss: 0.0312415 | val_loss: 0.0312366 | Time: 1636.51 ms [2022-04-10 11:52:35 main:574] : INFO : Epoch 1582 | loss: 0.0312391 | val_loss: 0.0312371 | Time: 1627.11 ms [2022-04-10 11:52:37 main:574] : INFO : Epoch 1583 | loss: 0.0312386 | val_loss: 0.0312369 | Time: 1637.77 ms [2022-04-10 11:52:38 main:574] : INFO : Epoch 1584 | loss: 0.0312389 | val_loss: 0.0312419 | Time: 1634.33 ms [2022-04-10 11:52:40 main:574] : INFO : Epoch 1585 | loss: 0.0312395 | val_loss: 0.0312366 | Time: 1636.13 ms [2022-04-10 11:52:42 main:574] : INFO : Epoch 1586 | loss: 0.0312415 | val_loss: 0.031239 | Time: 1641.13 ms [2022-04-10 11:52:43 main:574] : INFO : Epoch 1587 | loss: 0.03124 | val_loss: 0.0312374 | Time: 1643.41 ms [2022-04-10 11:52:45 main:574] : INFO : Epoch 1588 | loss: 0.0312404 | val_loss: 0.0312366 | Time: 1634.18 ms [2022-04-10 11:52:46 main:574] : INFO : Epoch 1589 | loss: 0.0312387 | val_loss: 0.0312361 | Time: 1639.41 ms [2022-04-10 11:52:48 main:574] : INFO : Epoch 1590 | loss: 0.0312381 | val_loss: 0.0312367 | Time: 1636.79 ms [2022-04-10 11:52:50 main:574] : INFO : Epoch 1591 | loss: 0.0312382 | val_loss: 0.0312365 | Time: 1636.85 ms [2022-04-10 11:52:51 main:574] : INFO : Epoch 1592 | loss: 0.0312392 | val_loss: 0.0312379 | Time: 1632.6 ms [2022-04-10 11:52:53 main:574] : INFO : Epoch 1593 | loss: 0.0312409 | val_loss: 0.0312394 | Time: 1642.28 ms [2022-04-10 11:52:55 main:574] : INFO : Epoch 1594 | loss: 0.0312404 | val_loss: 0.0312385 | Time: 1639.64 ms [2022-04-10 11:52:56 main:574] : INFO : Epoch 1595 | loss: 0.0312391 | val_loss: 0.0312366 | Time: 1645.6 ms [2022-04-10 11:52:58 main:574] : INFO : Epoch 1596 | loss: 0.0312394 | val_loss: 0.0312366 | Time: 1631.11 ms [2022-04-10 11:53:00 main:574] : INFO : Epoch 1597 | loss: 0.0312399 | val_loss: 0.0312361 | Time: 1637.49 ms [2022-04-10 11:53:01 main:574] : INFO : Epoch 1598 | loss: 0.0312393 | val_loss: 0.0312366 | Time: 1640.18 ms [2022-04-10 11:53:03 main:574] : INFO : Epoch 1599 | loss: 0.0312407 | val_loss: 0.0312366 | Time: 1632.33 ms [2022-04-10 11:53:05 main:574] : INFO : Epoch 1600 | loss: 0.031239 | val_loss: 0.0312393 | Time: 1634.93 ms [2022-04-10 11:53:06 main:574] : INFO : Epoch 1601 | loss: 0.0312429 | val_loss: 0.0312439 | Time: 1632.84 ms [2022-04-10 11:53:08 main:574] : INFO : Epoch 1602 | loss: 0.0312414 | val_loss: 0.0312407 | Time: 1641.22 ms [2022-04-10 11:53:09 main:574] : INFO : Epoch 1603 | loss: 0.0312399 | val_loss: 0.0312373 | Time: 1642.23 ms [2022-04-10 11:53:11 main:574] : INFO : Epoch 1604 | loss: 0.0312392 | val_loss: 0.0312362 | Time: 1636 ms [2022-04-10 11:53:13 main:574] : INFO : Epoch 1605 | loss: 0.0312386 | val_loss: 0.0312361 | Time: 1632.18 ms [2022-04-10 11:53:14 main:574] : INFO : Epoch 1606 | loss: 0.0312389 | val_loss: 0.0312402 | Time: 1637.92 ms [2022-04-10 11:53:16 main:574] : INFO : Epoch 1607 | loss: 0.0312389 | val_loss: 0.0312361 | Time: 1627.05 ms [2022-04-10 11:53:18 main:574] : INFO : Epoch 1608 | loss: 0.0312393 | val_loss: 0.031238 | Time: 1629.41 ms [2022-04-10 11:53:19 main:574] : INFO : Epoch 1609 | loss: 0.0312386 | val_loss: 0.0312393 | Time: 1630.88 ms [2022-04-10 11:53:21 main:574] : INFO : Epoch 1610 | loss: 0.0312415 | val_loss: 0.0312385 | Time: 1630.6 ms [2022-04-10 11:53:23 main:574] : INFO : Epoch 1611 | loss: 0.0312413 | val_loss: 0.0312361 | Time: 1644.17 ms [2022-04-10 11:53:24 main:574] : INFO : Epoch 1612 | loss: 0.0312398 | val_loss: 0.0312405 | Time: 1638.51 ms [2022-04-10 11:53:26 main:574] : INFO : Epoch 1613 | loss: 0.0312391 | val_loss: 0.0312361 | Time: 1627.26 ms [2022-04-10 11:53:28 main:574] : INFO : Epoch 1614 | loss: 0.0312398 | val_loss: 0.031236 | Time: 1629.2 ms [2022-04-10 11:53:29 main:574] : INFO : Epoch 1615 | loss: 0.0312386 | val_loss: 0.0312372 | Time: 1636.22 ms [2022-04-10 11:53:31 main:574] : INFO : Epoch 1616 | loss: 0.0312387 | val_loss: 0.0312403 | Time: 1635.38 ms [2022-04-10 11:53:32 main:574] : INFO : Epoch 1617 | loss: 0.031242 | val_loss: 0.031237 | Time: 1635.46 ms [2022-04-10 11:53:34 main:574] : INFO : Epoch 1618 | loss: 0.0312427 | val_loss: 0.0312392 | Time: 1638.92 ms [2022-04-10 11:53:36 main:574] : INFO : Epoch 1619 | loss: 0.0312399 | val_loss: 0.0312366 | Time: 1625.81 ms [2022-04-10 11:53:37 main:574] : INFO : Epoch 1620 | loss: 0.0312392 | val_loss: 0.0312363 | Time: 1619.98 ms [2022-04-10 11:53:39 main:574] : INFO : Epoch 1621 | loss: 0.0312397 | val_loss: 0.031243 | Time: 1622.34 ms [2022-04-10 11:53:41 main:574] : INFO : Epoch 1622 | loss: 0.0312396 | val_loss: 0.031237 | Time: 1617.28 ms [2022-04-10 11:53:42 main:574] : INFO : Epoch 1623 | loss: 0.0312385 | val_loss: 0.0312367 | Time: 1628.99 ms [2022-04-10 11:53:44 main:574] : INFO : Epoch 1624 | loss: 0.0312384 | val_loss: 0.0312364 | Time: 1631.55 ms [2022-04-10 11:53:45 main:574] : INFO : Epoch 1625 | loss: 0.0312386 | val_loss: 0.031236 | Time: 1624.61 ms [2022-04-10 11:53:47 main:574] : INFO : Epoch 1626 | loss: 0.0312384 | val_loss: 0.0312365 | Time: 1631.19 ms [2022-04-10 11:53:49 main:574] : INFO : Epoch 1627 | loss: 0.0312383 | val_loss: 0.0312363 | Time: 1624.98 ms [2022-04-10 11:53:50 main:574] : INFO : Epoch 1628 | loss: 0.031239 | val_loss: 0.0312391 | Time: 1626.29 ms [2022-04-10 11:53:52 main:574] : INFO : Epoch 1629 | loss: 0.0312403 | val_loss: 0.0312412 | Time: 1623.26 ms [2022-04-10 11:53:54 main:574] : INFO : Epoch 1630 | loss: 0.0312398 | val_loss: 0.0312362 | Time: 1622.45 ms [2022-04-10 11:53:55 main:574] : INFO : Epoch 1631 | loss: 0.0312381 | val_loss: 0.0312365 | Time: 1631.38 ms [2022-04-10 11:53:57 main:574] : INFO : Epoch 1632 | loss: 0.0312385 | val_loss: 0.0312378 | Time: 1625.46 ms [2022-04-10 11:53:59 main:574] : INFO : Epoch 1633 | loss: 0.0312391 | val_loss: 0.0312365 | Time: 1628.87 ms [2022-04-10 11:54:00 main:574] : INFO : Epoch 1634 | loss: 0.0312385 | val_loss: 0.0312397 | Time: 1636.58 ms [2022-04-10 11:54:02 main:574] : INFO : Epoch 1635 | loss: 0.0312409 | val_loss: 0.031236 | Time: 1632.91 ms [2022-04-10 11:54:03 main:574] : INFO : Epoch 1636 | loss: 0.0312394 | val_loss: 0.0312393 | Time: 1631.43 ms [2022-04-10 11:54:05 main:574] : INFO : Epoch 1637 | loss: 0.0312385 | val_loss: 0.0312376 | Time: 1621.68 ms [2022-04-10 11:54:07 main:574] : INFO : Epoch 1638 | loss: 0.0312402 | val_loss: 0.0312372 | Time: 1635.4 ms [2022-04-10 11:54:08 main:574] : INFO : Epoch 1639 | loss: 0.0312426 | val_loss: 0.0312374 | Time: 1628.16 ms [2022-04-10 11:54:10 main:574] : INFO : Epoch 1640 | loss: 0.0312405 | val_loss: 0.0312376 | Time: 1629.01 ms [2022-04-10 11:54:12 main:574] : INFO : Epoch 1641 | loss: 0.0312386 | val_loss: 0.0312366 | Time: 1623.64 ms [2022-04-10 11:54:13 main:574] : INFO : Epoch 1642 | loss: 0.0312386 | val_loss: 0.0312367 | Time: 1628.16 ms [2022-04-10 11:54:15 main:574] : INFO : Epoch 1643 | loss: 0.0312386 | val_loss: 0.0312361 | Time: 1644.43 ms [2022-04-10 11:54:17 main:574] : INFO : Epoch 1644 | loss: 0.0312382 | val_loss: 0.0312369 | Time: 1636.58 ms [2022-04-10 11:54:18 main:574] : INFO : Epoch 1645 | loss: 0.031239 | val_loss: 0.0312362 | Time: 1648.67 ms [2022-04-10 11:54:20 main:574] : INFO : Epoch 1646 | loss: 0.0312393 | val_loss: 0.0312365 | Time: 1637.17 ms [2022-04-10 11:54:21 main:574] : INFO : Epoch 1647 | loss: 0.0312395 | val_loss: 0.0312382 | Time: 1642.86 ms [2022-04-10 11:54:23 main:574] : INFO : Epoch 1648 | loss: 0.0312387 | val_loss: 0.0312365 | Time: 1634.44 ms [2022-04-10 11:54:25 main:574] : INFO : Epoch 1649 | loss: 0.0312388 | val_loss: 0.0312361 | Time: 1629.24 ms [2022-04-10 11:54:26 main:574] : INFO : Epoch 1650 | loss: 0.0312385 | val_loss: 0.0312381 | Time: 1634.22 ms [2022-04-10 11:54:28 main:574] : INFO : Epoch 1651 | loss: 0.0312396 | val_loss: 0.031237 | Time: 1638.87 ms [2022-04-10 11:54:30 main:574] : INFO : Epoch 1652 | loss: 0.0312394 | val_loss: 0.0312366 | Time: 1631.16 ms [2022-04-10 11:54:31 main:574] : INFO : Epoch 1653 | loss: 0.0312416 | val_loss: 0.0312378 | Time: 1629.01 ms [2022-04-10 11:54:33 main:574] : INFO : Epoch 1654 | loss: 0.0312401 | val_loss: 0.0312394 | Time: 1650.13 ms [2022-04-10 11:54:35 main:574] : INFO : Epoch 1655 | loss: 0.0312389 | val_loss: 0.0312381 | Time: 1637.77 ms [2022-04-10 11:54:36 main:574] : INFO : Epoch 1656 | loss: 0.0312398 | val_loss: 0.0312367 | Time: 1637.73 ms [2022-04-10 11:54:38 main:574] : INFO : Epoch 1657 | loss: 0.0312388 | val_loss: 0.0312367 | Time: 1637.34 ms [2022-04-10 11:54:40 main:574] : INFO : Epoch 1658 | loss: 0.0312402 | val_loss: 0.031236 | Time: 1638.94 ms [2022-04-10 11:54:41 main:574] : INFO : Epoch 1659 | loss: 0.0312401 | val_loss: 0.0312372 | Time: 1627.73 ms [2022-04-10 11:54:43 main:574] : INFO : Epoch 1660 | loss: 0.031239 | val_loss: 0.0312396 | Time: 1639.09 ms [2022-04-10 11:54:44 main:574] : INFO : Epoch 1661 | loss: 0.0312387 | val_loss: 0.0312367 | Time: 1638.83 ms [2022-04-10 11:54:46 main:574] : INFO : Epoch 1662 | loss: 0.0312381 | val_loss: 0.0312386 | Time: 1632.54 ms [2022-04-10 11:54:48 main:574] : INFO : Epoch 1663 | loss: 0.0312392 | val_loss: 0.0312379 | Time: 1632.58 ms [2022-04-10 11:54:49 main:574] : INFO : Epoch 1664 | loss: 0.0312412 | val_loss: 0.0312384 | Time: 1627.36 ms [2022-04-10 11:54:51 main:574] : INFO : Epoch 1665 | loss: 0.031239 | val_loss: 0.0312366 | Time: 1629.53 ms [2022-04-10 11:54:53 main:574] : INFO : Epoch 1666 | loss: 0.0312394 | val_loss: 0.0312395 | Time: 1632.95 ms [2022-04-10 11:54:54 main:574] : INFO : Epoch 1667 | loss: 0.0312388 | val_loss: 0.0312365 | Time: 1636.36 ms [2022-04-10 11:54:56 main:574] : INFO : Epoch 1668 | loss: 0.0312384 | val_loss: 0.0312363 | Time: 1626.32 ms [2022-04-10 11:54:58 main:574] : INFO : Epoch 1669 | loss: 0.0312402 | val_loss: 0.0312369 | Time: 1638.1 ms [2022-04-10 11:54:59 main:574] : INFO : Epoch 1670 | loss: 0.0312398 | val_loss: 0.0312383 | Time: 1630.49 ms [2022-04-10 11:55:01 main:574] : INFO : Epoch 1671 | loss: 0.031239 | val_loss: 0.0312361 | Time: 1640.62 ms [2022-04-10 11:55:03 main:574] : INFO : Epoch 1672 | loss: 0.0312382 | val_loss: 0.0312361 | Time: 1633.15 ms [2022-04-10 11:55:04 main:574] : INFO : Epoch 1673 | loss: 0.0312391 | val_loss: 0.0312407 | Time: 1637.41 ms [2022-04-10 11:55:06 main:574] : INFO : Epoch 1674 | loss: 0.0312394 | val_loss: 0.0312423 | Time: 1635.02 ms [2022-04-10 11:55:07 main:574] : INFO : Epoch 1675 | loss: 0.0312394 | val_loss: 0.0312364 | Time: 1626.78 ms [2022-04-10 11:55:09 main:574] : INFO : Epoch 1676 | loss: 0.0312384 | val_loss: 0.0312366 | Time: 1633.77 ms [2022-04-10 11:55:11 main:574] : INFO : Epoch 1677 | loss: 0.0312399 | val_loss: 0.031239 | Time: 1633.53 ms [2022-04-10 11:55:12 main:574] : INFO : Epoch 1678 | loss: 0.0312388 | val_loss: 0.0312366 | Time: 1639.54 ms [2022-04-10 11:55:14 main:574] : INFO : Epoch 1679 | loss: 0.0312387 | val_loss: 0.0312365 | Time: 1633.31 ms [2022-04-10 11:55:16 main:574] : INFO : Epoch 1680 | loss: 0.0312384 | val_loss: 0.0312364 | Time: 1643.02 ms [2022-04-10 11:55:17 main:574] : INFO : Epoch 1681 | loss: 0.0312386 | val_loss: 0.0312367 | Time: 1630.61 ms [2022-04-10 11:55:19 main:574] : INFO : Epoch 1682 | loss: 0.0312386 | val_loss: 0.0312363 | Time: 1627.42 ms [2022-04-10 11:55:21 main:574] : INFO : Epoch 1683 | loss: 0.0312385 | val_loss: 0.0312362 | Time: 1633.22 ms [2022-04-10 11:55:22 main:574] : INFO : Epoch 1684 | loss: 0.0312385 | val_loss: 0.0312376 | Time: 1641.07 ms [2022-04-10 11:55:24 main:574] : INFO : Epoch 1685 | loss: 0.0312392 | val_loss: 0.0312364 | Time: 1637.8 ms [2022-04-10 11:55:25 main:574] : INFO : Epoch 1686 | loss: 0.0312385 | val_loss: 0.031237 | Time: 1634.76 ms [2022-04-10 11:55:27 main:574] : INFO : Epoch 1687 | loss: 0.031241 | val_loss: 0.0312377 | Time: 1642.01 ms [2022-04-10 11:55:29 main:574] : INFO : Epoch 1688 | loss: 0.0312386 | val_loss: 0.0312367 | Time: 1633.34 ms [2022-04-10 11:55:30 main:574] : INFO : Epoch 1689 | loss: 0.031238 | val_loss: 0.0312364 | Time: 1635.23 ms [2022-04-10 11:55:32 main:574] : INFO : Epoch 1690 | loss: 0.0312384 | val_loss: 0.0312366 | Time: 1640.99 ms [2022-04-10 11:55:34 main:574] : INFO : Epoch 1691 | loss: 0.0312387 | val_loss: 0.0312361 | Time: 1639.79 ms [2022-04-10 11:55:35 main:574] : INFO : Epoch 1692 | loss: 0.0312389 | val_loss: 0.031237 | Time: 1639.07 ms [2022-04-10 11:55:37 main:574] : INFO : Epoch 1693 | loss: 0.0312383 | val_loss: 0.0312367 | Time: 1626.91 ms [2022-04-10 11:55:39 main:574] : INFO : Epoch 1694 | loss: 0.0312396 | val_loss: 0.0312364 | Time: 1625.58 ms [2022-04-10 11:55:40 main:574] : INFO : Epoch 1695 | loss: 0.0312396 | val_loss: 0.0312362 | Time: 1634.13 ms [2022-04-10 11:55:42 main:574] : INFO : Epoch 1696 | loss: 0.0312382 | val_loss: 0.0312368 | Time: 1632.37 ms [2022-04-10 11:55:44 main:574] : INFO : Epoch 1697 | loss: 0.0312391 | val_loss: 0.0312398 | Time: 1620.59 ms [2022-04-10 11:55:45 main:574] : INFO : Epoch 1698 | loss: 0.031239 | val_loss: 0.0312361 | Time: 1622.06 ms [2022-04-10 11:55:47 main:574] : INFO : Epoch 1699 | loss: 0.0312385 | val_loss: 0.031236 | Time: 1625.95 ms [2022-04-10 11:55:48 main:574] : INFO : Epoch 1700 | loss: 0.0312385 | val_loss: 0.0312365 | Time: 1620.77 ms [2022-04-10 11:55:50 main:574] : INFO : Epoch 1701 | loss: 0.0312397 | val_loss: 0.0312366 | Time: 1627.47 ms [2022-04-10 11:55:52 main:574] : INFO : Epoch 1702 | loss: 0.0312392 | val_loss: 0.0312372 | Time: 1619.05 ms [2022-04-10 11:55:53 main:574] : INFO : Epoch 1703 | loss: 0.0312393 | val_loss: 0.0312372 | Time: 1628.5 ms [2022-04-10 11:55:55 main:574] : INFO : Epoch 1704 | loss: 0.031239 | val_loss: 0.031237 | Time: 1621.7 ms [2022-04-10 11:55:57 main:574] : INFO : Epoch 1705 | loss: 0.0312387 | val_loss: 0.0312373 | Time: 1627.93 ms [2022-04-10 11:55:58 main:574] : INFO : Epoch 1706 | loss: 0.0312388 | val_loss: 0.0312359 | Time: 1627.84 ms [2022-04-10 11:56:00 main:574] : INFO : Epoch 1707 | loss: 0.0312382 | val_loss: 0.0312365 | Time: 1625.99 ms [2022-04-10 11:56:01 main:574] : INFO : Epoch 1708 | loss: 0.0312381 | val_loss: 0.0312363 | Time: 1636.61 ms [2022-04-10 11:56:03 main:574] : INFO : Epoch 1709 | loss: 0.0312391 | val_loss: 0.0312369 | Time: 1625.18 ms [2022-04-10 11:56:05 main:574] : INFO : Epoch 1710 | loss: 0.0312385 | val_loss: 0.0312362 | Time: 1626.16 ms [2022-04-10 11:56:06 main:574] : INFO : Epoch 1711 | loss: 0.0312382 | val_loss: 0.0312365 | Time: 1627.55 ms [2022-04-10 11:56:08 main:574] : INFO : Epoch 1712 | loss: 0.0312387 | val_loss: 0.0312361 | Time: 1618.74 ms [2022-04-10 11:56:10 main:574] : INFO : Epoch 1713 | loss: 0.0312431 | val_loss: 0.0312444 | Time: 1628.98 ms [2022-04-10 11:56:11 main:574] : INFO : Epoch 1714 | loss: 0.0312427 | val_loss: 0.0312405 | Time: 1626.24 ms [2022-04-10 11:56:13 main:574] : INFO : Epoch 1715 | loss: 0.0312407 | val_loss: 0.0312405 | Time: 1625.48 ms [2022-04-10 11:56:14 main:574] : INFO : Epoch 1716 | loss: 0.0312387 | val_loss: 0.0312376 | Time: 1625.26 ms [2022-04-10 11:56:16 main:574] : INFO : Epoch 1717 | loss: 0.0312382 | val_loss: 0.0312381 | Time: 1624.71 ms [2022-04-10 11:56:18 main:574] : INFO : Epoch 1718 | loss: 0.0312396 | val_loss: 0.0312362 | Time: 1625.1 ms [2022-04-10 11:56:19 main:574] : INFO : Epoch 1719 | loss: 0.0312382 | val_loss: 0.0312379 | Time: 1620.11 ms [2022-04-10 11:56:21 main:574] : INFO : Epoch 1720 | loss: 0.0312397 | val_loss: 0.0312367 | Time: 1629.51 ms [2022-04-10 11:56:23 main:574] : INFO : Epoch 1721 | loss: 0.0312387 | val_loss: 0.0312374 | Time: 1636.15 ms [2022-04-10 11:56:24 main:574] : INFO : Epoch 1722 | loss: 0.0312393 | val_loss: 0.031236 | Time: 1626.36 ms [2022-04-10 11:56:26 main:574] : INFO : Epoch 1723 | loss: 0.031238 | val_loss: 0.0312385 | Time: 1632.12 ms [2022-04-10 11:56:28 main:574] : INFO : Epoch 1724 | loss: 0.0312392 | val_loss: 0.0312401 | Time: 1630.66 ms [2022-04-10 11:56:29 main:574] : INFO : Epoch 1725 | loss: 0.0312391 | val_loss: 0.0312361 | Time: 1634.59 ms [2022-04-10 11:56:31 main:574] : INFO : Epoch 1726 | loss: 0.0312406 | val_loss: 0.0312431 | Time: 1636.35 ms [2022-04-10 11:56:32 main:574] : INFO : Epoch 1727 | loss: 0.0312402 | val_loss: 0.0312415 | Time: 1638.29 ms [2022-04-10 11:56:34 main:574] : INFO : Epoch 1728 | loss: 0.0312392 | val_loss: 0.0312368 | Time: 1643.49 ms [2022-04-10 11:56:36 main:574] : INFO : Epoch 1729 | loss: 0.0312383 | val_loss: 0.031236 | Time: 1632.95 ms [2022-04-10 11:56:37 main:574] : INFO : Epoch 1730 | loss: 0.0312385 | val_loss: 0.0312372 | Time: 1641.14 ms [2022-04-10 11:56:39 main:574] : INFO : Epoch 1731 | loss: 0.0312394 | val_loss: 0.0312416 | Time: 1639.52 ms [2022-04-10 11:56:41 main:574] : INFO : Epoch 1732 | loss: 0.0312419 | val_loss: 0.0312363 | Time: 1633.63 ms [2022-04-10 11:56:42 main:574] : INFO : Epoch 1733 | loss: 0.0312399 | val_loss: 0.0312374 | Time: 1640.38 ms [2022-04-10 11:56:44 main:574] : INFO : Epoch 1734 | loss: 0.0312404 | val_loss: 0.0312375 | Time: 1628.5 ms [2022-04-10 11:56:46 main:574] : INFO : Epoch 1735 | loss: 0.0312382 | val_loss: 0.0312358 | Time: 1636.77 ms [2022-04-10 11:56:47 main:574] : INFO : Epoch 1736 | loss: 0.0312386 | val_loss: 0.031237 | Time: 1637.14 ms [2022-04-10 11:56:49 main:574] : INFO : Epoch 1737 | loss: 0.0312383 | val_loss: 0.031236 | Time: 1634.64 ms [2022-04-10 11:56:51 main:574] : INFO : Epoch 1738 | loss: 0.0312382 | val_loss: 0.0312364 | Time: 1625.52 ms [2022-04-10 11:56:52 main:574] : INFO : Epoch 1739 | loss: 0.0312389 | val_loss: 0.0312375 | Time: 1635.63 ms [2022-04-10 11:56:54 main:574] : INFO : Epoch 1740 | loss: 0.0312401 | val_loss: 0.0312366 | Time: 1637.4 ms [2022-04-10 11:56:55 main:574] : INFO : Epoch 1741 | loss: 0.0312388 | val_loss: 0.0312385 | Time: 1635.62 ms [2022-04-10 11:56:57 main:574] : INFO : Epoch 1742 | loss: 0.0312414 | val_loss: 0.0312366 | Time: 1638.12 ms [2022-04-10 11:56:59 main:574] : INFO : Epoch 1743 | loss: 0.03124 | val_loss: 0.0312376 | Time: 1642.66 ms [2022-04-10 11:57:00 main:574] : INFO : Epoch 1744 | loss: 0.0312391 | val_loss: 0.0312359 | Time: 1645.25 ms [2022-04-10 11:57:02 main:574] : INFO : Epoch 1745 | loss: 0.031239 | val_loss: 0.0312379 | Time: 1637.36 ms [2022-04-10 11:57:04 main:574] : INFO : Epoch 1746 | loss: 0.0312387 | val_loss: 0.0312363 | Time: 1632.39 ms [2022-04-10 11:57:05 main:574] : INFO : Epoch 1747 | loss: 0.0312382 | val_loss: 0.0312361 | Time: 1643.45 ms [2022-04-10 11:57:07 main:574] : INFO : Epoch 1748 | loss: 0.031239 | val_loss: 0.0312375 | Time: 1634.04 ms [2022-04-10 11:57:09 main:574] : INFO : Epoch 1749 | loss: 0.0312399 | val_loss: 0.0312361 | Time: 1638.85 ms [2022-04-10 11:57:10 main:574] : INFO : Epoch 1750 | loss: 0.0312385 | val_loss: 0.031237 | Time: 1640.58 ms [2022-04-10 11:57:12 main:574] : INFO : Epoch 1751 | loss: 0.0312386 | val_loss: 0.0312367 | Time: 1638.76 ms [2022-04-10 11:57:14 main:574] : INFO : Epoch 1752 | loss: 0.0312386 | val_loss: 0.0312361 | Time: 1635.43 ms [2022-04-10 11:57:15 main:574] : INFO : Epoch 1753 | loss: 0.031238 | val_loss: 0.0312368 | Time: 1646.28 ms [2022-04-10 11:57:17 main:574] : INFO : Epoch 1754 | loss: 0.0312394 | val_loss: 0.0312447 | Time: 1633.8 ms [2022-04-10 11:57:18 main:574] : INFO : Epoch 1755 | loss: 0.0312399 | val_loss: 0.0312386 | Time: 1633.62 ms [2022-04-10 11:57:20 main:574] : INFO : Epoch 1756 | loss: 0.0312394 | val_loss: 0.0312361 | Time: 1633.52 ms [2022-04-10 11:57:22 main:574] : INFO : Epoch 1757 | loss: 0.0312382 | val_loss: 0.0312363 | Time: 1636.16 ms [2022-04-10 11:57:23 main:574] : INFO : Epoch 1758 | loss: 0.0312383 | val_loss: 0.0312364 | Time: 1628.7 ms [2022-04-10 11:57:25 main:574] : INFO : Epoch 1759 | loss: 0.0312398 | val_loss: 0.0312379 | Time: 1634.73 ms [2022-04-10 11:57:27 main:574] : INFO : Epoch 1760 | loss: 0.031241 | val_loss: 0.031237 | Time: 1629.86 ms [2022-04-10 11:57:28 main:574] : INFO : Epoch 1761 | loss: 0.0312386 | val_loss: 0.0312368 | Time: 1628.55 ms [2022-04-10 11:57:30 main:574] : INFO : Epoch 1762 | loss: 0.0312389 | val_loss: 0.0312366 | Time: 1635.01 ms [2022-04-10 11:57:32 main:574] : INFO : Epoch 1763 | loss: 0.0312395 | val_loss: 0.0312363 | Time: 1630.76 ms [2022-04-10 11:57:33 main:574] : INFO : Epoch 1764 | loss: 0.031241 | val_loss: 0.0312382 | Time: 1634.06 ms [2022-04-10 11:57:35 main:574] : INFO : Epoch 1765 | loss: 0.0312392 | val_loss: 0.0312386 | Time: 1637.8 ms [2022-04-10 11:57:36 main:574] : INFO : Epoch 1766 | loss: 0.0312399 | val_loss: 0.0312361 | Time: 1635.92 ms [2022-04-10 11:57:38 main:574] : INFO : Epoch 1767 | loss: 0.0312389 | val_loss: 0.0312361 | Time: 1629.19 ms [2022-04-10 11:57:40 main:574] : INFO : Epoch 1768 | loss: 0.0312387 | val_loss: 0.031236 | Time: 1634.52 ms [2022-04-10 11:57:41 main:574] : INFO : Epoch 1769 | loss: 0.0312382 | val_loss: 0.0312367 | Time: 1632.85 ms [2022-04-10 11:57:43 main:574] : INFO : Epoch 1770 | loss: 0.0312393 | val_loss: 0.0312363 | Time: 1631.3 ms [2022-04-10 11:57:45 main:574] : INFO : Epoch 1771 | loss: 0.031238 | val_loss: 0.0312368 | Time: 1627.76 ms [2022-04-10 11:57:46 main:574] : INFO : Epoch 1772 | loss: 0.0312385 | val_loss: 0.0312362 | Time: 1640.77 ms [2022-04-10 11:57:48 main:574] : INFO : Epoch 1773 | loss: 0.0312381 | val_loss: 0.0312359 | Time: 1634.76 ms [2022-04-10 11:57:50 main:574] : INFO : Epoch 1774 | loss: 0.0312387 | val_loss: 0.0312365 | Time: 1640.81 ms [2022-04-10 11:57:51 main:574] : INFO : Epoch 1775 | loss: 0.0312411 | val_loss: 0.0312366 | Time: 1633.04 ms [2022-04-10 11:57:53 main:574] : INFO : Epoch 1776 | loss: 0.0312389 | val_loss: 0.0312383 | Time: 1636.77 ms [2022-04-10 11:57:55 main:574] : INFO : Epoch 1777 | loss: 0.0312386 | val_loss: 0.0312415 | Time: 1629.4 ms [2022-04-10 11:58:07 main:574] : INFO : Epoch 1778 | loss: 0.0312395 | val_loss: 0.031236 | Time: 12012.8 ms [2022-04-10 11:58:08 main:574] : INFO : Epoch 1779 | loss: 0.031238 | val_loss: 0.031236 | Time: 1677.61 ms [2022-04-10 11:58:10 main:574] : INFO : Epoch 1780 | loss: 0.0312384 | val_loss: 0.0312364 | Time: 1635.89 ms [2022-04-10 11:58:11 main:574] : INFO : Epoch 1781 | loss: 0.0312392 | val_loss: 0.031237 | Time: 1623.25 ms [2022-04-10 11:58:13 main:574] : INFO : Epoch 1782 | loss: 0.0312395 | val_loss: 0.031238 | Time: 1624.11 ms [2022-04-10 11:58:15 main:574] : INFO : Epoch 1783 | loss: 0.03124 | val_loss: 0.0312366 | Time: 1622.06 ms [2022-04-10 11:58:16 main:574] : INFO : Epoch 1784 | loss: 0.0312385 | val_loss: 0.031236 | Time: 1630.85 ms [2022-04-10 11:58:18 main:574] : INFO : Epoch 1785 | loss: 0.0312392 | val_loss: 0.0312369 | Time: 1618.21 ms [2022-04-10 11:58:20 main:574] : INFO : Epoch 1786 | loss: 0.0312408 | val_loss: 0.03124 | Time: 1630.7 ms [2022-04-10 11:58:21 main:574] : INFO : Epoch 1787 | loss: 0.031241 | val_loss: 0.0312373 | Time: 1626.76 ms [2022-04-10 11:58:23 main:574] : INFO : Epoch 1788 | loss: 0.0312396 | val_loss: 0.0312366 | Time: 1626.5 ms [2022-04-10 11:58:25 main:574] : INFO : Epoch 1789 | loss: 0.0312388 | val_loss: 0.031236 | Time: 1623.92 ms [2022-04-10 11:58:26 main:574] : INFO : Epoch 1790 | loss: 0.0312388 | val_loss: 0.0312362 | Time: 1619.4 ms [2022-04-10 11:58:28 main:574] : INFO : Epoch 1791 | loss: 0.031239 | val_loss: 0.031237 | Time: 1628.76 ms [2022-04-10 11:58:29 main:574] : INFO : Epoch 1792 | loss: 0.0312407 | val_loss: 0.031238 | Time: 1628.29 ms [2022-04-10 11:58:31 main:574] : INFO : Epoch 1793 | loss: 0.031239 | val_loss: 0.0312366 | Time: 1621.99 ms [2022-04-10 11:58:33 main:574] : INFO : Epoch 1794 | loss: 0.031239 | val_loss: 0.0312374 | Time: 1631.61 ms [2022-04-10 11:58:34 main:574] : INFO : Epoch 1795 | loss: 0.0312396 | val_loss: 0.0312362 | Time: 1635.65 ms [2022-04-10 11:58:36 main:574] : INFO : Epoch 1796 | loss: 0.0312386 | val_loss: 0.0312363 | Time: 1628.15 ms [2022-04-10 11:58:38 main:574] : INFO : Epoch 1797 | loss: 0.0312379 | val_loss: 0.0312362 | Time: 1626.57 ms [2022-04-10 11:58:39 main:574] : INFO : Epoch 1798 | loss: 0.0312385 | val_loss: 0.0312363 | Time: 1630.2 ms [2022-04-10 11:58:41 main:574] : INFO : Epoch 1799 | loss: 0.0312385 | val_loss: 0.031236 | Time: 1628.42 ms [2022-04-10 11:58:42 main:574] : INFO : Epoch 1800 | loss: 0.0312397 | val_loss: 0.031236 | Time: 1624.38 ms [2022-04-10 11:58:44 main:574] : INFO : Epoch 1801 | loss: 0.0312387 | val_loss: 0.0312378 | Time: 1624.26 ms [2022-04-10 11:58:46 main:574] : INFO : Epoch 1802 | loss: 0.0312381 | val_loss: 0.0312362 | Time: 1620.91 ms [2022-04-10 11:58:47 main:574] : INFO : Epoch 1803 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 1627.89 ms [2022-04-10 11:58:49 main:574] : INFO : Epoch 1804 | loss: 0.031239 | val_loss: 0.0312367 | Time: 1621.82 ms [2022-04-10 11:58:51 main:574] : INFO : Epoch 1805 | loss: 0.0312379 | val_loss: 0.0312362 | Time: 1629.4 ms [2022-04-10 11:58:52 main:574] : INFO : Epoch 1806 | loss: 0.0312389 | val_loss: 0.0312373 | Time: 1635.64 ms [2022-04-10 11:58:54 main:574] : INFO : Epoch 1807 | loss: 0.0312388 | val_loss: 0.0312367 | Time: 1634.9 ms [2022-04-10 11:58:56 main:574] : INFO : Epoch 1808 | loss: 0.0312389 | val_loss: 0.0312394 | Time: 1637.83 ms [2022-04-10 11:58:57 main:574] : INFO : Epoch 1809 | loss: 0.0312424 | val_loss: 0.0312375 | Time: 1638.27 ms [2022-04-10 11:58:59 main:574] : INFO : Epoch 1810 | loss: 0.0312408 | val_loss: 0.0312375 | Time: 1634.29 ms [2022-04-10 11:59:00 main:574] : INFO : Epoch 1811 | loss: 0.0312424 | val_loss: 0.0312392 | Time: 1639 ms [2022-04-10 11:59:02 main:574] : INFO : Epoch 1812 | loss: 0.031243 | val_loss: 0.0312392 | Time: 1632.62 ms [2022-04-10 11:59:04 main:574] : INFO : Epoch 1813 | loss: 0.0312409 | val_loss: 0.0312367 | Time: 1625.37 ms [2022-04-10 11:59:05 main:574] : INFO : Epoch 1814 | loss: 0.0312421 | val_loss: 0.0312382 | Time: 1627.91 ms [2022-04-10 11:59:07 main:574] : INFO : Epoch 1815 | loss: 0.0312394 | val_loss: 0.031236 | Time: 1635.95 ms [2022-04-10 11:59:09 main:574] : INFO : Epoch 1816 | loss: 0.0312386 | val_loss: 0.0312365 | Time: 1625.52 ms [2022-04-10 11:59:10 main:574] : INFO : Epoch 1817 | loss: 0.0312397 | val_loss: 0.0312365 | Time: 1632.28 ms [2022-04-10 11:59:12 main:574] : INFO : Epoch 1818 | loss: 0.0312382 | val_loss: 0.0312363 | Time: 1637.73 ms [2022-04-10 11:59:14 main:574] : INFO : Epoch 1819 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 1630.75 ms [2022-04-10 11:59:15 main:574] : INFO : Epoch 1820 | loss: 0.0312385 | val_loss: 0.0312372 | Time: 1636.28 ms [2022-04-10 11:59:17 main:574] : INFO : Epoch 1821 | loss: 0.0312388 | val_loss: 0.0312367 | Time: 1636.38 ms [2022-04-10 11:59:18 main:574] : INFO : Epoch 1822 | loss: 0.031239 | val_loss: 0.0312372 | Time: 1632.66 ms [2022-04-10 11:59:20 main:574] : INFO : Epoch 1823 | loss: 0.0312382 | val_loss: 0.031237 | Time: 1633.75 ms [2022-04-10 11:59:22 main:574] : INFO : Epoch 1824 | loss: 0.0312405 | val_loss: 0.031239 | Time: 1637.98 ms [2022-04-10 11:59:23 main:574] : INFO : Epoch 1825 | loss: 0.0312393 | val_loss: 0.0312383 | Time: 1637.83 ms [2022-04-10 11:59:25 main:574] : INFO : Epoch 1826 | loss: 0.0312384 | val_loss: 0.031236 | Time: 1636.65 ms [2022-04-10 11:59:27 main:574] : INFO : Epoch 1827 | loss: 0.0312384 | val_loss: 0.0312379 | Time: 1637.48 ms [2022-04-10 11:59:28 main:574] : INFO : Epoch 1828 | loss: 0.0312388 | val_loss: 0.0312359 | Time: 1635.58 ms [2022-04-10 11:59:30 main:574] : INFO : Epoch 1829 | loss: 0.0312382 | val_loss: 0.0312359 | Time: 1629.56 ms [2022-04-10 11:59:32 main:574] : INFO : Epoch 1830 | loss: 0.0312389 | val_loss: 0.0312375 | Time: 1624.41 ms [2022-04-10 11:59:33 main:574] : INFO : Epoch 1831 | loss: 0.0312392 | val_loss: 0.0312394 | Time: 1634.89 ms [2022-04-10 11:59:35 main:574] : INFO : Epoch 1832 | loss: 0.031239 | val_loss: 0.0312362 | Time: 1638.52 ms [2022-04-10 11:59:37 main:574] : INFO : Epoch 1833 | loss: 0.0312388 | val_loss: 0.0312374 | Time: 1632.09 ms [2022-04-10 11:59:38 main:574] : INFO : Epoch 1834 | loss: 0.03124 | val_loss: 0.03124 | Time: 1632.59 ms [2022-04-10 11:59:40 main:574] : INFO : Epoch 1835 | loss: 0.031239 | val_loss: 0.0312359 | Time: 1637.51 ms [2022-04-10 11:59:41 main:574] : INFO : Epoch 1836 | loss: 0.0312385 | val_loss: 0.0312376 | Time: 1639.59 ms [2022-04-10 11:59:43 main:574] : INFO : Epoch 1837 | loss: 0.0312394 | val_loss: 0.0312384 | Time: 1629.82 ms [2022-04-10 11:59:45 main:574] : INFO : Epoch 1838 | loss: 0.0312385 | val_loss: 0.0312368 | Time: 1635.91 ms [2022-04-10 11:59:46 main:574] : INFO : Epoch 1839 | loss: 0.0312383 | val_loss: 0.0312373 | Time: 1637.76 ms [2022-04-10 11:59:48 main:574] : INFO : Epoch 1840 | loss: 0.0312398 | val_loss: 0.0312377 | Time: 1632.24 ms [2022-04-10 11:59:50 main:574] : INFO : Epoch 1841 | loss: 0.0312388 | val_loss: 0.0312373 | Time: 1632.62 ms [2022-04-10 11:59:51 main:574] : INFO : Epoch 1842 | loss: 0.0312383 | val_loss: 0.0312368 | Time: 1639.36 ms [2022-04-10 11:59:53 main:574] : INFO : Epoch 1843 | loss: 0.0312379 | val_loss: 0.0312367 | Time: 1635.81 ms [2022-04-10 11:59:55 main:574] : INFO : Epoch 1844 | loss: 0.0312383 | val_loss: 0.0312385 | Time: 1635.61 ms [2022-04-10 11:59:56 main:574] : INFO : Epoch 1845 | loss: 0.0312382 | val_loss: 0.031238 | Time: 1628.86 ms [2022-04-10 11:59:58 main:574] : INFO : Epoch 1846 | loss: 0.0312391 | val_loss: 0.0312359 | Time: 1628.02 ms [2022-04-10 11:59:59 main:574] : INFO : Epoch 1847 | loss: 0.0312386 | val_loss: 0.0312363 | Time: 1640.88 ms [2022-04-10 12:00:01 main:574] : INFO : Epoch 1848 | loss: 0.0312386 | val_loss: 0.031236 | Time: 1641.9 ms [2022-04-10 12:00:03 main:574] : INFO : Epoch 1849 | loss: 0.0312383 | val_loss: 0.0312381 | Time: 1625.54 ms [2022-04-10 12:00:04 main:574] : INFO : Epoch 1850 | loss: 0.0312394 | val_loss: 0.0312359 | Time: 1637.65 ms [2022-04-10 12:00:06 main:574] : INFO : Epoch 1851 | loss: 0.031238 | val_loss: 0.0312369 | Time: 1633.53 ms [2022-04-10 12:00:08 main:574] : INFO : Epoch 1852 | loss: 0.0312383 | val_loss: 0.0312368 | Time: 1632.8 ms [2022-04-10 12:00:09 main:574] : INFO : Epoch 1853 | loss: 0.0312386 | val_loss: 0.0312367 | Time: 1634.88 ms [2022-04-10 12:00:11 main:574] : INFO : Epoch 1854 | loss: 0.031239 | val_loss: 0.0312378 | Time: 1624.44 ms [2022-04-10 12:00:13 main:574] : INFO : Epoch 1855 | loss: 0.0312388 | val_loss: 0.0312363 | Time: 1642.33 ms [2022-04-10 12:00:14 main:574] : INFO : Epoch 1856 | loss: 0.0312383 | val_loss: 0.0312361 | Time: 1625.02 ms [2022-04-10 12:00:16 main:574] : INFO : Epoch 1857 | loss: 0.0312385 | val_loss: 0.0312384 | Time: 1637.56 ms [2022-04-10 12:00:18 main:574] : INFO : Epoch 1858 | loss: 0.0312389 | val_loss: 0.0312366 | Time: 1632.85 ms [2022-04-10 12:00:19 main:574] : INFO : Epoch 1859 | loss: 0.0312383 | val_loss: 0.0312362 | Time: 1625.6 ms [2022-04-10 12:00:21 main:574] : INFO : Epoch 1860 | loss: 0.0312382 | val_loss: 0.031238 | Time: 1619.57 ms [2022-04-10 12:00:22 main:574] : INFO : Epoch 1861 | loss: 0.0312383 | val_loss: 0.0312368 | Time: 1623.81 ms [2022-04-10 12:00:24 main:574] : INFO : Epoch 1862 | loss: 0.031239 | val_loss: 0.0312363 | Time: 1627.66 ms [2022-04-10 12:00:26 main:574] : INFO : Epoch 1863 | loss: 0.0312386 | val_loss: 0.0312359 | Time: 1629.2 ms [2022-04-10 12:00:27 main:574] : INFO : Epoch 1864 | loss: 0.0312382 | val_loss: 0.0312361 | Time: 1626.09 ms [2022-04-10 12:00:29 main:574] : INFO : Epoch 1865 | loss: 0.0312385 | val_loss: 0.0312363 | Time: 1619.85 ms [2022-04-10 12:00:31 main:574] : INFO : Epoch 1866 | loss: 0.0312385 | val_loss: 0.0312377 | Time: 1627.17 ms [2022-04-10 12:00:32 main:574] : INFO : Epoch 1867 | loss: 0.0312393 | val_loss: 0.0312361 | Time: 1625.2 ms [2022-04-10 12:00:34 main:574] : INFO : Epoch 1868 | loss: 0.0312392 | val_loss: 0.0312366 | Time: 1626.21 ms [2022-04-10 12:00:35 main:574] : INFO : Epoch 1869 | loss: 0.0312386 | val_loss: 0.031238 | Time: 1637.5 ms [2022-04-10 12:00:37 main:574] : INFO : Epoch 1870 | loss: 0.0312387 | val_loss: 0.0312359 | Time: 1629.49 ms [2022-04-10 12:00:39 main:574] : INFO : Epoch 1871 | loss: 0.0312382 | val_loss: 0.0312361 | Time: 1624.01 ms [2022-04-10 12:00:40 main:574] : INFO : Epoch 1872 | loss: 0.0312391 | val_loss: 0.0312361 | Time: 1634.16 ms [2022-04-10 12:00:42 main:574] : INFO : Epoch 1873 | loss: 0.0312383 | val_loss: 0.031236 | Time: 1629.92 ms [2022-04-10 12:00:44 main:574] : INFO : Epoch 1874 | loss: 0.0312413 | val_loss: 0.0312392 | Time: 1626.85 ms [2022-04-10 12:00:45 main:574] : INFO : Epoch 1875 | loss: 0.0312417 | val_loss: 0.0312396 | Time: 1626.86 ms [2022-04-10 12:00:47 main:574] : INFO : Epoch 1876 | loss: 0.0312388 | val_loss: 0.0312369 | Time: 1623.14 ms [2022-04-10 12:00:59 main:574] : INFO : Epoch 1877 | loss: 0.0312398 | val_loss: 0.0312379 | Time: 12069.2 ms [2022-04-10 12:01:01 main:574] : INFO : Epoch 1878 | loss: 0.0312384 | val_loss: 0.0312363 | Time: 1637.54 ms [2022-04-10 12:01:02 main:574] : INFO : Epoch 1879 | loss: 0.0312385 | val_loss: 0.0312361 | Time: 1622.13 ms [2022-04-10 12:01:04 main:574] : INFO : Epoch 1880 | loss: 0.0312389 | val_loss: 0.0312371 | Time: 1629.6 ms [2022-04-10 12:01:06 main:574] : INFO : Epoch 1881 | loss: 0.0312383 | val_loss: 0.0312362 | Time: 1626.44 ms [2022-04-10 12:01:07 main:574] : INFO : Epoch 1882 | loss: 0.0312384 | val_loss: 0.0312375 | Time: 1636.13 ms [2022-04-10 12:01:09 main:574] : INFO : Epoch 1883 | loss: 0.0312404 | val_loss: 0.0312361 | Time: 1645.48 ms [2022-04-10 12:01:10 main:574] : INFO : Epoch 1884 | loss: 0.0312387 | val_loss: 0.0312359 | Time: 1628.68 ms [2022-04-10 12:01:12 main:574] : INFO : Epoch 1885 | loss: 0.031239 | val_loss: 0.0312363 | Time: 1634.83 ms [2022-04-10 12:01:14 main:574] : INFO : Epoch 1886 | loss: 0.0312384 | val_loss: 0.0312369 | Time: 1628.65 ms [2022-04-10 12:01:15 main:574] : INFO : Epoch 1887 | loss: 0.0312382 | val_loss: 0.031236 | Time: 1638.39 ms [2022-04-10 12:01:17 main:574] : INFO : Epoch 1888 | loss: 0.0312385 | val_loss: 0.031236 | Time: 1636.93 ms [2022-04-10 12:01:19 main:574] : INFO : Epoch 1889 | loss: 0.031238 | val_loss: 0.0312363 | Time: 1631.49 ms [2022-04-10 12:01:20 main:574] : INFO : Epoch 1890 | loss: 0.0312392 | val_loss: 0.031238 | Time: 1627.43 ms [2022-04-10 12:01:22 main:574] : INFO : Epoch 1891 | loss: 0.0312384 | val_loss: 0.0312361 | Time: 1635.97 ms [2022-04-10 12:01:24 main:574] : INFO : Epoch 1892 | loss: 0.031238 | val_loss: 0.0312367 | Time: 1631.96 ms [2022-04-10 12:01:25 main:574] : INFO : Epoch 1893 | loss: 0.0312384 | val_loss: 0.031236 | Time: 1636.6 ms [2022-04-10 12:01:27 main:574] : INFO : Epoch 1894 | loss: 0.0312385 | val_loss: 0.0312361 | Time: 1633.72 ms [2022-04-10 12:01:28 main:574] : INFO : Epoch 1895 | loss: 0.0312387 | val_loss: 0.031236 | Time: 1637.27 ms [2022-04-10 12:01:30 main:574] : INFO : Epoch 1896 | loss: 0.0312387 | val_loss: 0.0312359 | Time: 1638.98 ms [2022-04-10 12:01:32 main:574] : INFO : Epoch 1897 | loss: 0.0312385 | val_loss: 0.0312363 | Time: 1631.79 ms [2022-04-10 12:01:33 main:574] : INFO : Epoch 1898 | loss: 0.0312387 | val_loss: 0.0312378 | Time: 1639.47 ms [2022-04-10 12:01:35 main:574] : INFO : Epoch 1899 | loss: 0.0312386 | val_loss: 0.0312368 | Time: 1642.31 ms [2022-04-10 12:01:37 main:574] : INFO : Epoch 1900 | loss: 0.031238 | val_loss: 0.0312372 | Time: 1634.11 ms [2022-04-10 12:01:38 main:574] : INFO : Epoch 1901 | loss: 0.0312398 | val_loss: 0.0312379 | Time: 1629.93 ms [2022-04-10 12:01:40 main:574] : INFO : Epoch 1902 | loss: 0.0312395 | val_loss: 0.0312367 | Time: 1629.18 ms [2022-04-10 12:01:42 main:574] : INFO : Epoch 1903 | loss: 0.0312391 | val_loss: 0.0312379 | Time: 1633.65 ms [2022-04-10 12:01:43 main:574] : INFO : Epoch 1904 | loss: 0.0312396 | val_loss: 0.0312367 | Time: 1635.79 ms [2022-04-10 12:01:45 main:574] : INFO : Epoch 1905 | loss: 0.0312383 | val_loss: 0.0312367 | Time: 1632.68 ms [2022-04-10 12:01:47 main:574] : INFO : Epoch 1906 | loss: 0.0312391 | val_loss: 0.0312401 | Time: 1637.15 ms [2022-04-10 12:01:48 main:574] : INFO : Epoch 1907 | loss: 0.0312394 | val_loss: 0.0312401 | Time: 1635.09 ms [2022-04-10 12:01:50 main:574] : INFO : Epoch 1908 | loss: 0.0312399 | val_loss: 0.0312359 | Time: 1635.79 ms [2022-04-10 12:01:51 main:574] : INFO : Epoch 1909 | loss: 0.0312382 | val_loss: 0.031237 | Time: 1637.59 ms [2022-04-10 12:01:53 main:574] : INFO : Epoch 1910 | loss: 0.0312399 | val_loss: 0.0312367 | Time: 1632.1 ms [2022-04-10 12:01:55 main:574] : INFO : Epoch 1911 | loss: 0.0312409 | val_loss: 0.031237 | Time: 1634.88 ms [2022-04-10 12:01:56 main:574] : INFO : Epoch 1912 | loss: 0.0312386 | val_loss: 0.0312363 | Time: 1643.2 ms [2022-04-10 12:01:58 main:574] : INFO : Epoch 1913 | loss: 0.0312393 | val_loss: 0.031236 | Time: 1628.37 ms [2022-04-10 12:02:00 main:574] : INFO : Epoch 1914 | loss: 0.0312388 | val_loss: 0.031236 | Time: 1642.01 ms [2022-04-10 12:02:01 main:574] : INFO : Epoch 1915 | loss: 0.0312398 | val_loss: 0.0312433 | Time: 1639.71 ms [2022-04-10 12:02:03 main:574] : INFO : Epoch 1916 | loss: 0.0312414 | val_loss: 0.0312371 | Time: 1639.03 ms [2022-04-10 12:02:05 main:574] : INFO : Epoch 1917 | loss: 0.0312403 | val_loss: 0.031237 | Time: 1641.28 ms [2022-04-10 12:02:06 main:574] : INFO : Epoch 1918 | loss: 0.0312393 | val_loss: 0.0312376 | Time: 1637.19 ms [2022-04-10 12:02:08 main:574] : INFO : Epoch 1919 | loss: 0.0312391 | val_loss: 0.0312363 | Time: 1622.1 ms [2022-04-10 12:02:10 main:574] : INFO : Epoch 1920 | loss: 0.0312389 | val_loss: 0.031236 | Time: 1632.38 ms [2022-04-10 12:02:11 main:574] : INFO : Epoch 1921 | loss: 0.031238 | val_loss: 0.0312364 | Time: 1631.25 ms [2022-04-10 12:02:13 main:574] : INFO : Epoch 1922 | loss: 0.0312391 | val_loss: 0.0312364 | Time: 1641.01 ms [2022-04-10 12:02:14 main:574] : INFO : Epoch 1923 | loss: 0.0312386 | val_loss: 0.0312367 | Time: 1626.15 ms [2022-04-10 12:02:16 main:574] : INFO : Epoch 1924 | loss: 0.0312385 | val_loss: 0.0312359 | Time: 1631.49 ms [2022-04-10 12:02:18 main:574] : INFO : Epoch 1925 | loss: 0.0312394 | val_loss: 0.0312422 | Time: 1623.67 ms [2022-04-10 12:02:19 main:574] : INFO : Epoch 1926 | loss: 0.0312404 | val_loss: 0.0312378 | Time: 1629.14 ms [2022-04-10 12:02:21 main:574] : INFO : Epoch 1927 | loss: 0.0312399 | val_loss: 0.0312368 | Time: 1625.86 ms [2022-04-10 12:02:23 main:574] : INFO : Epoch 1928 | loss: 0.0312414 | val_loss: 0.0312421 | Time: 1643.66 ms [2022-04-10 12:02:24 main:574] : INFO : Epoch 1929 | loss: 0.0312423 | val_loss: 0.0312378 | Time: 1630.16 ms [2022-04-10 12:02:26 main:574] : INFO : Epoch 1930 | loss: 0.0312396 | val_loss: 0.0312402 | Time: 1628.85 ms [2022-04-10 12:02:27 main:574] : INFO : Epoch 1931 | loss: 0.031241 | val_loss: 0.0312363 | Time: 1629.81 ms [2022-04-10 12:02:29 main:574] : INFO : Epoch 1932 | loss: 0.0312397 | val_loss: 0.031237 | Time: 1636.89 ms [2022-04-10 12:02:31 main:574] : INFO : Epoch 1933 | loss: 0.0312404 | val_loss: 0.0312437 | Time: 1633.41 ms [2022-04-10 12:02:32 main:574] : INFO : Epoch 1934 | loss: 0.0312425 | val_loss: 0.0312368 | Time: 1639.17 ms [2022-04-10 12:02:34 main:574] : INFO : Epoch 1935 | loss: 0.03124 | val_loss: 0.031236 | Time: 1631.44 ms [2022-04-10 12:02:36 main:574] : INFO : Epoch 1936 | loss: 0.0312382 | val_loss: 0.0312362 | Time: 1633.88 ms [2022-04-10 12:02:37 main:574] : INFO : Epoch 1937 | loss: 0.0312399 | val_loss: 0.0312386 | Time: 1636.93 ms [2022-04-10 12:02:49 main:574] : INFO : Epoch 1938 | loss: 0.0312388 | val_loss: 0.0312376 | Time: 12009 ms [2022-04-10 12:02:51 main:574] : INFO : Epoch 1939 | loss: 0.0312404 | val_loss: 0.0312366 | Time: 1634.29 ms [2022-04-10 12:02:53 main:574] : INFO : Epoch 1940 | loss: 0.0312385 | val_loss: 0.0312361 | Time: 1636.64 ms [2022-04-10 12:02:54 main:574] : INFO : Epoch 1941 | loss: 0.0312385 | val_loss: 0.0312359 | Time: 1634.84 ms [2022-04-10 12:02:56 main:574] : INFO : Epoch 1942 | loss: 0.0312389 | val_loss: 0.031237 | Time: 1638.81 ms [2022-04-10 12:02:58 main:574] : INFO : Epoch 1943 | loss: 0.0312387 | val_loss: 0.031236 | Time: 1639.42 ms [2022-04-10 12:02:59 main:574] : INFO : Epoch 1944 | loss: 0.0312384 | val_loss: 0.0312368 | Time: 1623.74 ms [2022-04-10 12:03:01 main:574] : INFO : Epoch 1945 | loss: 0.0312416 | val_loss: 0.0312409 | Time: 1627.75 ms [2022-04-10 12:03:02 main:574] : INFO : Epoch 1946 | loss: 0.0312402 | val_loss: 0.0312393 | Time: 1627.46 ms [2022-04-10 12:03:04 main:574] : INFO : Epoch 1947 | loss: 0.0312412 | val_loss: 0.0312384 | Time: 1618.04 ms [2022-04-10 12:03:06 main:574] : INFO : Epoch 1948 | loss: 0.0312388 | val_loss: 0.0312362 | Time: 1625.74 ms [2022-04-10 12:03:07 main:574] : INFO : Epoch 1949 | loss: 0.0312383 | val_loss: 0.0312366 | Time: 1623.04 ms [2022-04-10 12:03:09 main:574] : INFO : Epoch 1950 | loss: 0.0312384 | val_loss: 0.0312371 | Time: 1630.57 ms [2022-04-10 12:03:11 main:574] : INFO : Epoch 1951 | loss: 0.0312393 | val_loss: 0.0312401 | Time: 1636.03 ms [2022-04-10 12:03:12 main:574] : INFO : Epoch 1952 | loss: 0.0312396 | val_loss: 0.0312361 | Time: 1612.18 ms [2022-04-10 12:03:14 main:574] : INFO : Epoch 1953 | loss: 0.0312387 | val_loss: 0.0312375 | Time: 1623.12 ms [2022-04-10 12:03:16 main:574] : INFO : Epoch 1954 | loss: 0.0312391 | val_loss: 0.0312358 | Time: 1628.9 ms [2022-04-10 12:03:17 main:574] : INFO : Epoch 1955 | loss: 0.0312386 | val_loss: 0.0312361 | Time: 1625.4 ms [2022-04-10 12:03:19 main:574] : INFO : Epoch 1956 | loss: 0.0312385 | val_loss: 0.0312359 | Time: 1628.66 ms [2022-04-10 12:03:20 main:574] : INFO : Epoch 1957 | loss: 0.031239 | val_loss: 0.031241 | Time: 1617.11 ms [2022-04-10 12:03:22 main:574] : INFO : Epoch 1958 | loss: 0.0312398 | val_loss: 0.0312429 | Time: 1622.73 ms [2022-04-10 12:03:24 main:574] : INFO : Epoch 1959 | loss: 0.0312401 | val_loss: 0.0312367 | Time: 1629.72 ms [2022-04-10 12:03:25 main:574] : INFO : Epoch 1960 | loss: 0.0312382 | val_loss: 0.0312365 | Time: 1623.46 ms [2022-04-10 12:03:27 main:574] : INFO : Epoch 1961 | loss: 0.0312389 | val_loss: 0.0312363 | Time: 1622.1 ms [2022-04-10 12:03:29 main:574] : INFO : Epoch 1962 | loss: 0.0312391 | val_loss: 0.031237 | Time: 1627.35 ms [2022-04-10 12:03:30 main:574] : INFO : Epoch 1963 | loss: 0.0312384 | val_loss: 0.031236 | Time: 1630.35 ms [2022-04-10 12:03:32 main:574] : INFO : Epoch 1964 | loss: 0.0312384 | val_loss: 0.0312365 | Time: 1624.88 ms [2022-04-10 12:03:33 main:574] : INFO : Epoch 1965 | loss: 0.0312381 | val_loss: 0.0312367 | Time: 1623.11 ms [2022-04-10 12:03:35 main:574] : INFO : Epoch 1966 | loss: 0.0312386 | val_loss: 0.0312363 | Time: 1630.15 ms [2022-04-10 12:03:37 main:574] : INFO : Epoch 1967 | loss: 0.0312381 | val_loss: 0.0312378 | Time: 1631.38 ms [2022-04-10 12:03:38 main:574] : INFO : Epoch 1968 | loss: 0.0312383 | val_loss: 0.031236 | Time: 1631.12 ms [2022-04-10 12:03:40 main:574] : INFO : Epoch 1969 | loss: 0.0312379 | val_loss: 0.0312385 | Time: 1634.36 ms [2022-04-10 12:03:42 main:574] : INFO : Epoch 1970 | loss: 0.0312394 | val_loss: 0.0312366 | Time: 1631.14 ms [2022-04-10 12:03:43 main:574] : INFO : Epoch 1971 | loss: 0.0312385 | val_loss: 0.0312364 | Time: 1632.06 ms [2022-04-10 12:03:45 main:574] : INFO : Epoch 1972 | loss: 0.0312396 | val_loss: 0.0312371 | Time: 1636.96 ms [2022-04-10 12:03:47 main:574] : INFO : Epoch 1973 | loss: 0.0312397 | val_loss: 0.0312371 | Time: 1630.87 ms [2022-04-10 12:03:48 main:574] : INFO : Epoch 1974 | loss: 0.0312388 | val_loss: 0.031236 | Time: 1622.47 ms [2022-04-10 12:03:50 main:574] : INFO : Epoch 1975 | loss: 0.0312396 | val_loss: 0.0312372 | Time: 1624.4 ms [2022-04-10 12:03:51 main:574] : INFO : Epoch 1976 | loss: 0.031243 | val_loss: 0.0312453 | Time: 1629.14 ms [2022-04-10 12:03:53 main:574] : INFO : Epoch 1977 | loss: 0.0312455 | val_loss: 0.0312412 | Time: 1638.68 ms [2022-04-10 12:03:55 main:574] : INFO : Epoch 1978 | loss: 0.0312472 | val_loss: 0.0313038 | Time: 1632.28 ms [2022-04-10 12:03:56 main:574] : INFO : Epoch 1979 | loss: 0.0346414 | val_loss: 0.0324742 | Time: 1636.03 ms [2022-04-10 12:03:58 main:574] : INFO : Epoch 1980 | loss: 0.0342462 | val_loss: 0.0323194 | Time: 1634.96 ms [2022-04-10 12:04:00 main:574] : INFO : Epoch 1981 | loss: 0.0316195 | val_loss: 0.0314233 | Time: 1642.91 ms [2022-04-10 12:04:01 main:574] : INFO : Epoch 1982 | loss: 0.0313067 | val_loss: 0.0312632 | Time: 1646.64 ms [2022-04-10 12:04:03 main:574] : INFO : Epoch 1983 | loss: 0.0312524 | val_loss: 0.0312456 | Time: 1628.49 ms [2022-04-10 12:04:05 main:574] : INFO : Epoch 1984 | loss: 0.031242 | val_loss: 0.0312386 | Time: 1633 ms [2022-04-10 12:04:06 main:574] : INFO : Epoch 1985 | loss: 0.0312397 | val_loss: 0.0312372 | Time: 1635.32 ms [2022-04-10 12:04:08 main:574] : INFO : Epoch 1986 | loss: 0.0312392 | val_loss: 0.031237 | Time: 1639.25 ms [2022-04-10 12:04:10 main:574] : INFO : Epoch 1987 | loss: 0.0312402 | val_loss: 0.0312439 | Time: 1647.81 ms [2022-04-10 12:04:11 main:574] : INFO : Epoch 1988 | loss: 0.0312412 | val_loss: 0.0312382 | Time: 1627.26 ms [2022-04-10 12:04:13 main:574] : INFO : Epoch 1989 | loss: 0.031239 | val_loss: 0.0312381 | Time: 1631.86 ms [2022-04-10 12:04:14 main:574] : INFO : Epoch 1990 | loss: 0.0312388 | val_loss: 0.0312366 | Time: 1631.48 ms [2022-04-10 12:04:16 main:574] : INFO : Epoch 1991 | loss: 0.0312385 | val_loss: 0.0312365 | Time: 1636.53 ms [2022-04-10 12:04:18 main:574] : INFO : Epoch 1992 | loss: 0.0312381 | val_loss: 0.0312371 | Time: 1635.13 ms [2022-04-10 12:04:19 main:574] : INFO : Epoch 1993 | loss: 0.0312391 | val_loss: 0.0312373 | Time: 1638.2 ms [2022-04-10 12:04:21 main:574] : INFO : Epoch 1994 | loss: 0.031239 | val_loss: 0.0312374 | Time: 1642.48 ms [2022-04-10 12:04:23 main:574] : INFO : Epoch 1995 | loss: 0.0312382 | val_loss: 0.0312365 | Time: 1637.03 ms [2022-04-10 12:04:24 main:574] : INFO : Epoch 1996 | loss: 0.0312382 | val_loss: 0.0312368 | Time: 1641.94 ms [2022-04-10 12:04:26 main:574] : INFO : Epoch 1997 | loss: 0.0312383 | val_loss: 0.0312363 | Time: 1634.5 ms [2022-04-10 12:04:28 main:574] : INFO : Epoch 1998 | loss: 0.0312389 | val_loss: 0.0312363 | Time: 1636.75 ms [2022-04-10 12:04:39 main:574] : INFO : Epoch 1999 | loss: 0.0312402 | val_loss: 0.0312363 | Time: 11782.1 ms [2022-04-10 12:04:41 main:574] : INFO : Epoch 2000 | loss: 0.0312388 | val_loss: 0.0312363 | Time: 1880.26 ms [2022-04-10 12:04:43 main:574] : INFO : Epoch 2001 | loss: 0.0312381 | val_loss: 0.0312365 | Time: 1633.25 ms [2022-04-10 12:04:45 main:574] : INFO : Epoch 2002 | loss: 0.031238 | val_loss: 0.031237 | Time: 1633.04 ms [2022-04-10 12:04:46 main:574] : INFO : Epoch 2003 | loss: 0.0312382 | val_loss: 0.0312362 | Time: 1633.91 ms [2022-04-10 12:04:48 main:574] : INFO : Epoch 2004 | loss: 0.031239 | val_loss: 0.0312396 | Time: 1636.1 ms [2022-04-10 12:04:49 main:574] : INFO : Epoch 2005 | loss: 0.0312394 | val_loss: 0.0312369 | Time: 1638.65 ms [2022-04-10 12:04:51 main:574] : INFO : Epoch 2006 | loss: 0.0312381 | val_loss: 0.0312367 | Time: 1635.91 ms [2022-04-10 12:04:53 main:574] : INFO : Epoch 2007 | loss: 0.0312378 | val_loss: 0.0312368 | Time: 1636.52 ms [2022-04-10 12:04:54 main:574] : INFO : Epoch 2008 | loss: 0.031239 | val_loss: 0.0312365 | Time: 1637.75 ms [2022-04-10 12:04:56 main:574] : INFO : Epoch 2009 | loss: 0.0312378 | val_loss: 0.0312364 | Time: 1644.89 ms [2022-04-10 12:04:58 main:574] : INFO : Epoch 2010 | loss: 0.0312379 | val_loss: 0.0312362 | Time: 1635.45 ms [2022-04-10 12:04:59 main:574] : INFO : Epoch 2011 | loss: 0.0312379 | val_loss: 0.0312361 | Time: 1644.15 ms [2022-04-10 12:05:01 main:574] : INFO : Epoch 2012 | loss: 0.0312382 | val_loss: 0.0312368 | Time: 1641.63 ms [2022-04-10 12:05:03 main:574] : INFO : Epoch 2013 | loss: 0.03124 | val_loss: 0.0312376 | Time: 1634.67 ms [2022-04-10 12:05:04 main:574] : INFO : Epoch 2014 | loss: 0.0312386 | val_loss: 0.0312388 | Time: 1644.48 ms [2022-04-10 12:05:06 main:574] : INFO : Epoch 2015 | loss: 0.0312392 | val_loss: 0.0312372 | Time: 1641.3 ms [2022-04-10 12:05:08 main:574] : INFO : Epoch 2016 | loss: 0.0312391 | val_loss: 0.0312369 | Time: 1639.22 ms [2022-04-10 12:05:09 main:574] : INFO : Epoch 2017 | loss: 0.03124 | val_loss: 0.0312427 | Time: 1629.29 ms [2022-04-10 12:05:11 main:574] : INFO : Epoch 2018 | loss: 0.0312393 | val_loss: 0.0312368 | Time: 1627.19 ms [2022-04-10 12:05:12 main:574] : INFO : Epoch 2019 | loss: 0.0312379 | val_loss: 0.0312362 | Time: 1640.37 ms [2022-04-10 12:05:14 main:574] : INFO : Epoch 2020 | loss: 0.0312386 | val_loss: 0.0312362 | Time: 1631.37 ms [2022-04-10 12:05:16 main:574] : INFO : Epoch 2021 | loss: 0.0312386 | val_loss: 0.0312361 | Time: 1637.51 ms [2022-04-10 12:05:17 main:574] : INFO : Epoch 2022 | loss: 0.0312395 | val_loss: 0.0312367 | Time: 1617.13 ms [2022-04-10 12:05:19 main:574] : INFO : Epoch 2023 | loss: 0.0312387 | val_loss: 0.0312391 | Time: 1620.85 ms [2022-04-10 12:05:21 main:574] : INFO : Epoch 2024 | loss: 0.0312391 | val_loss: 0.0312374 | Time: 1622.26 ms [2022-04-10 12:05:22 main:574] : INFO : Epoch 2025 | loss: 0.0312383 | val_loss: 0.0312379 | Time: 1623.78 ms [2022-04-10 12:05:24 main:574] : INFO : Epoch 2026 | loss: 0.0312381 | val_loss: 0.0312369 | Time: 1622.96 ms [2022-04-10 12:05:25 main:574] : INFO : Epoch 2027 | loss: 0.0312378 | val_loss: 0.031236 | Time: 1621.34 ms [2022-04-10 12:05:27 main:574] : INFO : Epoch 2028 | loss: 0.0312387 | val_loss: 0.0312364 | Time: 1628.87 ms [2022-04-10 12:05:29 main:574] : INFO : Epoch 2029 | loss: 0.0312381 | val_loss: 0.0312381 | Time: 1619.12 ms [2022-04-10 12:05:30 main:574] : INFO : Epoch 2030 | loss: 0.0312385 | val_loss: 0.0312367 | Time: 1627.67 ms [2022-04-10 12:05:32 main:574] : INFO : Epoch 2031 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 1624.55 ms [2022-04-10 12:05:34 main:574] : INFO : Epoch 2032 | loss: 0.0312376 | val_loss: 0.0312388 | Time: 1633.58 ms [2022-04-10 12:05:35 main:574] : INFO : Epoch 2033 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 1629.71 ms [2022-04-10 12:05:37 main:574] : INFO : Epoch 2034 | loss: 0.0312388 | val_loss: 0.0312366 | Time: 1628.25 ms [2022-04-10 12:05:39 main:574] : INFO : Epoch 2035 | loss: 0.0312383 | val_loss: 0.031236 | Time: 1628.2 ms [2022-04-10 12:05:40 main:574] : INFO : Epoch 2036 | loss: 0.0312384 | val_loss: 0.0312418 | Time: 1622.44 ms [2022-04-10 12:05:42 main:574] : INFO : Epoch 2037 | loss: 0.0312399 | val_loss: 0.0312371 | Time: 1628.1 ms [2022-04-10 12:05:43 main:574] : INFO : Epoch 2038 | loss: 0.0312403 | val_loss: 0.0312361 | Time: 1620.86 ms [2022-04-10 12:05:45 main:574] : INFO : Epoch 2039 | loss: 0.031239 | val_loss: 0.0312367 | Time: 1626.18 ms [2022-04-10 12:05:47 main:574] : INFO : Epoch 2040 | loss: 0.0312379 | val_loss: 0.0312361 | Time: 1626.22 ms [2022-04-10 12:05:48 main:574] : INFO : Epoch 2041 | loss: 0.0312383 | val_loss: 0.031236 | Time: 1622.69 ms [2022-04-10 12:05:50 main:574] : INFO : Epoch 2042 | loss: 0.0312382 | val_loss: 0.0312387 | Time: 1620.31 ms [2022-04-10 12:05:52 main:574] : INFO : Epoch 2043 | loss: 0.0312385 | val_loss: 0.0312364 | Time: 1623.14 ms [2022-04-10 12:05:53 main:574] : INFO : Epoch 2044 | loss: 0.0312378 | val_loss: 0.031236 | Time: 1623.34 ms [2022-04-10 12:05:55 main:574] : INFO : Epoch 2045 | loss: 0.0312378 | val_loss: 0.0312364 | Time: 1631.26 ms [2022-04-10 12:05:56 main:574] : INFO : Epoch 2046 | loss: 0.0312379 | val_loss: 0.0312364 | Time: 1632.38 ms [2022-04-10 12:05:58 main:574] : INFO : Epoch 2047 | loss: 0.0312377 | val_loss: 0.031236 | Time: 1623.02 ms [2022-04-10 12:06:00 main:574] : INFO : Epoch 2048 | loss: 0.0312379 | val_loss: 0.0312363 | Time: 1630.51 ms [2022-04-10 12:06:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312363 [2022-04-10 12:06:00 main:603] : INFO : Saving end state to config to file [2022-04-10 12:06:00 main:608] : INFO : Success, exiting.. 12:06:00 (41280): 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)