Task 7455813
| Name | ParityModified-1631727615-6840-1_0 |
| Workunit | 5125582 |
| Created | 19 Sep 2021, 10:37:35 UTC |
| Sent | 27 Sep 2021, 5:11:29 UTC |
| Report deadline | 4 Oct 2021, 5:11:29 UTC |
| Received | 27 Sep 2021, 20:02:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 53 min 59 sec |
| CPU time | 53 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.031236 | val_loss: 0.0312387 | Time: 1491.11 ms [2021-09-27 14:48:12 main:574] : INFO : Epoch 1543 | loss: 0.0312345 | val_loss: 0.031239 | Time: 1510.4 ms [2021-09-27 14:48:14 main:574] : INFO : Epoch 1544 | loss: 0.0312347 | val_loss: 0.031239 | Time: 1531 ms [2021-09-27 14:48:15 main:574] : INFO : Epoch 1545 | loss: 0.0312343 | val_loss: 0.0312398 | Time: 1472.53 ms [2021-09-27 14:48:17 main:574] : INFO : Epoch 1546 | loss: 0.0312346 | val_loss: 0.0312384 | Time: 1465.04 ms [2021-09-27 14:48:18 main:574] : INFO : Epoch 1547 | loss: 0.0312348 | val_loss: 0.0312385 | Time: 1516.7 ms [2021-09-27 14:48:20 main:574] : INFO : Epoch 1548 | loss: 0.0312354 | val_loss: 0.0312391 | Time: 1523.19 ms [2021-09-27 14:48:21 main:574] : INFO : Epoch 1549 | loss: 0.0312354 | val_loss: 0.0312387 | Time: 1465.85 ms [2021-09-27 14:48:23 main:574] : INFO : Epoch 1550 | loss: 0.0312347 | val_loss: 0.0312414 | Time: 1467.7 ms [2021-09-27 14:48:24 main:574] : INFO : Epoch 1551 | loss: 0.0312347 | val_loss: 0.0312386 | Time: 1504.58 ms [2021-09-27 14:48:26 main:574] : INFO : Epoch 1552 | loss: 0.0312345 | val_loss: 0.031239 | Time: 1471.3 ms [2021-09-27 14:48:27 main:574] : INFO : Epoch 1553 | loss: 0.0312346 | val_loss: 0.0312397 | Time: 1510.25 ms [2021-09-27 14:48:29 main:574] : INFO : Epoch 1554 | loss: 0.0312346 | val_loss: 0.0312398 | Time: 1493.06 ms [2021-09-27 14:48:30 main:574] : INFO : Epoch 1555 | loss: 0.031235 | val_loss: 0.0312392 | Time: 1479.15 ms [2021-09-27 14:48:32 main:574] : INFO : Epoch 1556 | loss: 0.0312347 | val_loss: 0.031239 | Time: 1517.02 ms [2021-09-27 14:48:33 main:574] : INFO : Epoch 1557 | loss: 0.0312344 | val_loss: 0.0312411 | Time: 1495.82 ms [2021-09-27 14:48:35 main:574] : INFO : Epoch 1558 | loss: 0.0312347 | val_loss: 0.0312386 | Time: 1490.78 ms [2021-09-27 14:48:36 main:574] : INFO : Epoch 1559 | loss: 0.0312346 | val_loss: 0.0312382 | Time: 1447.68 ms [2021-09-27 14:48:38 main:574] : INFO : Epoch 1560 | loss: 0.0312345 | val_loss: 0.0312387 | Time: 1511.79 ms [2021-09-27 14:48:39 main:574] : INFO : Epoch 1561 | loss: 0.0312347 | val_loss: 0.0312411 | Time: 1467.77 ms [2021-09-27 14:48:41 main:574] : INFO : Epoch 1562 | loss: 0.0312354 | val_loss: 0.0312386 | Time: 1540.49 ms [2021-09-27 14:48:42 main:574] : INFO : Epoch 1563 | loss: 0.0312345 | val_loss: 0.0312419 | Time: 1475.68 ms [2021-09-27 14:48:44 main:574] : INFO : Epoch 1564 | loss: 0.0312356 | val_loss: 0.0312388 | Time: 1467.33 ms [2021-09-27 14:48:45 main:574] : INFO : Epoch 1565 | loss: 0.0312354 | val_loss: 0.0312411 | Time: 1484.41 ms [2021-09-27 14:48:47 main:574] : INFO : Epoch 1566 | loss: 0.0312347 | val_loss: 0.0312382 | Time: 1541.93 ms [2021-09-27 14:48:48 main:574] : INFO : Epoch 1567 | loss: 0.0312353 | val_loss: 0.0312385 | Time: 1522.58 ms [2021-09-27 14:48:50 main:574] : INFO : Epoch 1568 | loss: 0.031235 | val_loss: 0.0312382 | Time: 1484.83 ms [2021-09-27 14:48:51 main:574] : INFO : Epoch 1569 | loss: 0.0312349 | val_loss: 0.0312393 | Time: 1511.01 ms [2021-09-27 14:48:53 main:574] : INFO : Epoch 1570 | loss: 0.0312341 | val_loss: 0.0312391 | Time: 1496.47 ms [2021-09-27 14:48:54 main:574] : INFO : Epoch 1571 | loss: 0.0312345 | val_loss: 0.0312391 | Time: 1463.08 ms [2021-09-27 14:48:56 main:574] : INFO : Epoch 1572 | loss: 0.0312346 | val_loss: 0.0312386 | Time: 1519.62 ms [2021-09-27 14:48:57 main:574] : INFO : Epoch 1573 | loss: 0.0312342 | val_loss: 0.0312399 | Time: 1474.76 ms [2021-09-27 14:48:59 main:574] : INFO : Epoch 1574 | loss: 0.0312344 | val_loss: 0.0312416 | Time: 1517.29 ms [2021-09-27 14:49:00 main:574] : INFO : Epoch 1575 | loss: 0.0312353 | val_loss: 0.0312396 | Time: 1530.93 ms [2021-09-27 14:49:02 main:574] : INFO : Epoch 1576 | loss: 0.0312343 | val_loss: 0.0312384 | Time: 1506.9 ms [2021-09-27 14:49:03 main:574] : INFO : Epoch 1577 | loss: 0.0312352 | val_loss: 0.0312393 | Time: 1499.26 ms [2021-09-27 14:49:05 main:574] : INFO : Epoch 1578 | loss: 0.0312354 | val_loss: 0.0312384 | Time: 1495.96 ms [2021-09-27 14:49:06 main:574] : INFO : Epoch 1579 | loss: 0.0312348 | val_loss: 0.0312389 | Time: 1484.15 ms [2021-09-27 14:49:08 main:574] : INFO : Epoch 1580 | loss: 0.031235 | val_loss: 0.0312389 | Time: 1514.43 ms [2021-09-27 14:49:09 main:574] : INFO : Epoch 1581 | loss: 0.0312349 | val_loss: 0.0312382 | Time: 1487.48 ms [2021-09-27 14:49:11 main:574] : INFO : Epoch 1582 | loss: 0.0312368 | val_loss: 0.0312452 | Time: 1510.6 ms [2021-09-27 14:49:12 main:574] : INFO : Epoch 1583 | loss: 0.0312366 | val_loss: 0.0312416 | Time: 1495.91 ms [2021-09-27 14:49:14 main:574] : INFO : Epoch 1584 | loss: 0.031235 | val_loss: 0.0312396 | Time: 1442.26 ms [2021-09-27 14:49:15 main:574] : INFO : Epoch 1585 | loss: 0.0312351 | val_loss: 0.0312385 | Time: 1502.98 ms [2021-09-27 14:49:17 main:574] : INFO : Epoch 1586 | loss: 0.0312344 | val_loss: 0.0312385 | Time: 1486.7 ms [2021-09-27 14:49:18 main:574] : INFO : Epoch 1587 | loss: 0.0312351 | val_loss: 0.0312393 | Time: 1481.3 ms [2021-09-27 14:49:20 main:574] : INFO : Epoch 1588 | loss: 0.0312343 | val_loss: 0.0312384 | Time: 1470.77 ms [2021-09-27 14:49:21 main:574] : INFO : Epoch 1589 | loss: 0.031235 | val_loss: 0.0312387 | Time: 1499.3 ms [2021-09-27 14:49:23 main:574] : INFO : Epoch 1590 | loss: 0.0312342 | val_loss: 0.0312399 | Time: 1499.29 ms [2021-09-27 14:49:24 main:574] : INFO : Epoch 1591 | loss: 0.0312354 | val_loss: 0.0312383 | Time: 1463.93 ms [2021-09-27 14:49:26 main:574] : INFO : Epoch 1592 | loss: 0.0312352 | val_loss: 0.0312389 | Time: 1489.5 ms [2021-09-27 14:49:27 main:574] : INFO : Epoch 1593 | loss: 0.0312354 | val_loss: 0.0312406 | Time: 1500.75 ms [2021-09-27 14:49:29 main:574] : INFO : Epoch 1594 | loss: 0.0312349 | val_loss: 0.0312389 | Time: 1522.04 ms [2021-09-27 14:49:30 main:574] : INFO : Epoch 1595 | loss: 0.0312344 | val_loss: 0.0312417 | Time: 1511.02 ms [2021-09-27 14:49:32 main:574] : INFO : Epoch 1596 | loss: 0.0312342 | val_loss: 0.0312399 | Time: 1522.82 ms [2021-09-27 14:49:33 main:574] : INFO : Epoch 1597 | loss: 0.0312345 | val_loss: 0.0312393 | Time: 1525.9 ms [2021-09-27 14:49:35 main:574] : INFO : Epoch 1598 | loss: 0.0312347 | val_loss: 0.0312422 | Time: 1451.85 ms [2021-09-27 14:49:36 main:574] : INFO : Epoch 1599 | loss: 0.0312353 | val_loss: 0.0312391 | Time: 1507.23 ms [2021-09-27 14:49:38 main:574] : INFO : Epoch 1600 | loss: 0.0312345 | val_loss: 0.0312392 | Time: 1737.68 ms [2021-09-27 14:49:40 main:574] : INFO : Epoch 1601 | loss: 0.0312341 | val_loss: 0.0312397 | Time: 1632.73 ms [2021-09-27 14:49:41 main:574] : INFO : Epoch 1602 | loss: 0.031234 | val_loss: 0.031239 | Time: 1577.84 ms [2021-09-27 14:49:43 main:574] : INFO : Epoch 1603 | loss: 0.0312354 | val_loss: 0.0312402 | Time: 1594.3 ms [2021-09-27 14:49:44 main:574] : INFO : Epoch 1604 | loss: 0.0312353 | val_loss: 0.0312389 | Time: 1601.16 ms [2021-09-27 14:49:46 main:574] : INFO : Epoch 1605 | loss: 0.0312352 | val_loss: 0.0312383 | Time: 1637.62 ms [2021-09-27 14:49:48 main:574] : INFO : Epoch 1606 | loss: 0.0312347 | val_loss: 0.0312391 | Time: 1590.05 ms [2021-09-27 14:49:49 main:574] : INFO : Epoch 1607 | loss: 0.0312347 | val_loss: 0.0312393 | Time: 1639.77 ms [2021-09-27 14:49:51 main:574] : INFO : Epoch 1608 | loss: 0.0312354 | val_loss: 0.0312391 | Time: 1572.04 ms [2021-09-27 14:49:53 main:574] : INFO : Epoch 1609 | loss: 0.0312347 | val_loss: 0.0312408 | Time: 1594.15 ms [2021-09-27 14:49:54 main:574] : INFO : Epoch 1610 | loss: 0.0312344 | val_loss: 0.0312384 | Time: 1608.74 ms [2021-09-27 14:49:56 main:574] : INFO : Epoch 1611 | loss: 0.0312345 | val_loss: 0.0312382 | Time: 1639.48 ms [2021-09-27 14:49:57 main:574] : INFO : Epoch 1612 | loss: 0.0312346 | val_loss: 0.0312385 | Time: 1622.57 ms [2021-09-27 14:49:59 main:574] : INFO : Epoch 1613 | loss: 0.0312348 | val_loss: 0.0312384 | Time: 1647.69 ms [2021-09-27 14:50:01 main:574] : INFO : Epoch 1614 | loss: 0.0312341 | val_loss: 0.0312386 | Time: 1621.45 ms [2021-09-27 14:50:02 main:574] : INFO : Epoch 1615 | loss: 0.0312343 | val_loss: 0.0312386 | Time: 1639.2 ms [2021-09-27 14:50:04 main:574] : INFO : Epoch 1616 | loss: 0.0312344 | val_loss: 0.0312385 | Time: 1611.2 ms [2021-09-27 14:50:06 main:574] : INFO : Epoch 1617 | loss: 0.0312345 | val_loss: 0.0312403 | Time: 1611.33 ms [2021-09-27 14:50:07 main:574] : INFO : Epoch 1618 | loss: 0.0312344 | val_loss: 0.0312393 | Time: 1585.93 ms [2021-09-27 14:50:09 main:574] : INFO : Epoch 1619 | loss: 0.0312348 | val_loss: 0.0312391 | Time: 1557.22 ms [2021-09-27 14:50:10 main:574] : INFO : Epoch 1620 | loss: 0.031235 | val_loss: 0.0312383 | Time: 1595.32 ms [2021-09-27 14:50:12 main:574] : INFO : Epoch 1621 | loss: 0.0312345 | val_loss: 0.0312381 | Time: 1638.58 ms [2021-09-27 14:50:14 main:574] : INFO : Epoch 1622 | loss: 0.0312343 | val_loss: 0.0312385 | Time: 1583.28 ms [2021-09-27 14:50:15 main:574] : INFO : Epoch 1623 | loss: 0.0312344 | val_loss: 0.0312386 | Time: 1587.9 ms [2021-09-27 14:50:17 main:574] : INFO : Epoch 1624 | loss: 0.0312342 | val_loss: 0.0312406 | Time: 1576.69 ms [2021-09-27 14:50:18 main:574] : INFO : Epoch 1625 | loss: 0.031236 | val_loss: 0.0312413 | Time: 1601.08 ms [2021-09-27 14:50:20 main:574] : INFO : Epoch 1626 | loss: 0.0312342 | val_loss: 0.0312388 | Time: 1618.48 ms [2021-09-27 14:50:22 main:574] : INFO : Epoch 1627 | loss: 0.0312345 | val_loss: 0.0312393 | Time: 1614.06 ms [2021-09-27 14:50:23 main:574] : INFO : Epoch 1628 | loss: 0.0312354 | val_loss: 0.0312391 | Time: 1613.26 ms [2021-09-27 14:50:25 main:574] : INFO : Epoch 1629 | loss: 0.0312354 | val_loss: 0.0312404 | Time: 1615.6 ms [2021-09-27 14:50:26 main:574] : INFO : Epoch 1630 | loss: 0.0312367 | val_loss: 0.0312388 | Time: 1581.29 ms [2021-09-27 14:50:28 main:574] : INFO : Epoch 1631 | loss: 0.0312346 | val_loss: 0.0312393 | Time: 1618.86 ms [2021-09-27 14:50:30 main:574] : INFO : Epoch 1632 | loss: 0.0312344 | val_loss: 0.0312382 | Time: 1591.96 ms [2021-09-27 14:50:31 main:574] : INFO : Epoch 1633 | loss: 0.0312341 | val_loss: 0.0312387 | Time: 1598.73 ms [2021-09-27 14:50:33 main:574] : INFO : Epoch 1634 | loss: 0.0312345 | val_loss: 0.0312399 | Time: 1617.28 ms [2021-09-27 14:50:35 main:574] : INFO : Epoch 1635 | loss: 0.0312348 | val_loss: 0.0312389 | Time: 1613.19 ms [2021-09-27 14:50:36 main:574] : INFO : Epoch 1636 | loss: 0.0312348 | val_loss: 0.0312412 | Time: 1607.89 ms [2021-09-27 14:50:38 main:574] : INFO : Epoch 1637 | loss: 0.031235 | val_loss: 0.0312384 | Time: 1612.61 ms [2021-09-27 14:50:39 main:574] : INFO : Epoch 1638 | loss: 0.0312348 | val_loss: 0.031239 | Time: 1624.89 ms [2021-09-27 14:50:41 main:574] : INFO : Epoch 1639 | loss: 0.031235 | val_loss: 0.0312422 | Time: 1633.66 ms [2021-09-27 14:50:43 main:574] : INFO : Epoch 1640 | loss: 0.0312356 | val_loss: 0.031243 | Time: 1626.35 ms [2021-09-27 14:50:44 main:574] : INFO : Epoch 1641 | loss: 0.031235 | val_loss: 0.0312407 | Time: 1672.27 ms [2021-09-27 14:50:46 main:574] : INFO : Epoch 1642 | loss: 0.0312353 | val_loss: 0.0312384 | Time: 1656.23 ms [2021-09-27 14:50:48 main:574] : INFO : Epoch 1643 | loss: 0.0312347 | val_loss: 0.0312393 | Time: 1652.56 ms [2021-09-27 14:50:49 main:574] : INFO : Epoch 1644 | loss: 0.0312342 | val_loss: 0.0312407 | Time: 1668.34 ms [2021-09-27 14:50:51 main:574] : INFO : Epoch 1645 | loss: 0.0312344 | val_loss: 0.0312384 | Time: 1661.65 ms [2021-09-27 14:50:53 main:574] : INFO : Epoch 1646 | loss: 0.0312345 | val_loss: 0.0312382 | Time: 1672.28 ms [2021-09-27 14:50:54 main:574] : INFO : Epoch 1647 | loss: 0.031235 | val_loss: 0.0312388 | Time: 1631.03 ms [2021-09-27 14:50:56 main:574] : INFO : Epoch 1648 | loss: 0.0312354 | val_loss: 0.0312387 | Time: 1656.63 ms [2021-09-27 14:50:58 main:574] : INFO : Epoch 1649 | loss: 0.0312371 | val_loss: 0.031239 | Time: 1655.53 ms [2021-09-27 14:50:59 main:574] : INFO : Epoch 1650 | loss: 0.0312349 | val_loss: 0.0312391 | Time: 1634.81 ms [2021-09-27 14:51:01 main:574] : INFO : Epoch 1651 | loss: 0.0312353 | val_loss: 0.0312401 | Time: 1646.94 ms [2021-09-27 14:51:03 main:574] : INFO : Epoch 1652 | loss: 0.0312369 | val_loss: 0.0312393 | Time: 1662.64 ms [2021-09-27 14:51:04 main:574] : INFO : Epoch 1653 | loss: 0.0312343 | val_loss: 0.0312397 | Time: 1675.57 ms [2021-09-27 14:51:06 main:574] : INFO : Epoch 1654 | loss: 0.031235 | val_loss: 0.0312387 | Time: 1642.46 ms [2021-09-27 14:51:08 main:574] : INFO : Epoch 1655 | loss: 0.0312361 | val_loss: 0.0312395 | Time: 1640.01 ms [2021-09-27 14:51:09 main:574] : INFO : Epoch 1656 | loss: 0.0312353 | val_loss: 0.0312385 | Time: 1632.68 ms [2021-09-27 14:51:11 main:574] : INFO : Epoch 1657 | loss: 0.0312351 | val_loss: 0.0312389 | Time: 1650.91 ms [2021-09-27 14:51:13 main:574] : INFO : Epoch 1658 | loss: 0.0312358 | val_loss: 0.0312409 | Time: 1673.45 ms [2021-09-27 14:51:14 main:574] : INFO : Epoch 1659 | loss: 0.0312345 | val_loss: 0.031239 | Time: 1634.4 ms [2021-09-27 14:51:16 main:574] : INFO : Epoch 1660 | loss: 0.0312354 | val_loss: 0.0312392 | Time: 1646.27 ms [2021-09-27 14:51:18 main:574] : INFO : Epoch 1661 | loss: 0.0312355 | val_loss: 0.031241 | Time: 1657.86 ms [2021-09-27 14:51:19 main:574] : INFO : Epoch 1662 | loss: 0.0312358 | val_loss: 0.0312414 | Time: 1651.28 ms [2021-09-27 14:51:21 main:574] : INFO : Epoch 1663 | loss: 0.0312348 | val_loss: 0.0312387 | Time: 1627.67 ms [2021-09-27 14:51:22 main:574] : INFO : Epoch 1664 | loss: 0.0312351 | val_loss: 0.031239 | Time: 1652.07 ms [2021-09-27 14:51:24 main:574] : INFO : Epoch 1665 | loss: 0.0312343 | val_loss: 0.0312388 | Time: 1656.56 ms [2021-09-27 14:51:26 main:574] : INFO : Epoch 1666 | loss: 0.0312351 | val_loss: 0.0312389 | Time: 1652.48 ms [2021-09-27 14:51:27 main:574] : INFO : Epoch 1667 | loss: 0.0312347 | val_loss: 0.03124 | Time: 1666.09 ms [2021-09-27 14:51:29 main:574] : INFO : Epoch 1668 | loss: 0.0312346 | val_loss: 0.0312398 | Time: 1649.42 ms [2021-09-27 14:51:31 main:574] : INFO : Epoch 1669 | loss: 0.0312345 | val_loss: 0.0312389 | Time: 1670.67 ms [2021-09-27 14:51:32 main:574] : INFO : Epoch 1670 | loss: 0.0312345 | val_loss: 0.0312385 | Time: 1638.78 ms [2021-09-27 14:51:34 main:574] : INFO : Epoch 1671 | loss: 0.0312345 | val_loss: 0.0312386 | Time: 1649.78 ms [2021-09-27 14:51:36 main:574] : INFO : Epoch 1672 | loss: 0.0312344 | val_loss: 0.0312397 | Time: 1664.03 ms [2021-09-27 14:51:37 main:574] : INFO : Epoch 1673 | loss: 0.0312343 | val_loss: 0.0312389 | Time: 1643.04 ms [2021-09-27 14:51:39 main:574] : INFO : Epoch 1674 | loss: 0.0312347 | val_loss: 0.0312392 | Time: 1654.77 ms [2021-09-27 14:51:41 main:574] : INFO : Epoch 1675 | loss: 0.0312349 | val_loss: 0.0312388 | Time: 1632.76 ms [2021-09-27 14:51:42 main:574] : INFO : Epoch 1676 | loss: 0.0312349 | val_loss: 0.0312409 | Time: 1636.08 ms [2021-09-27 14:51:44 main:574] : INFO : Epoch 1677 | loss: 0.0312343 | val_loss: 0.03124 | Time: 1658.37 ms [2021-09-27 14:51:46 main:574] : INFO : Epoch 1678 | loss: 0.0312352 | val_loss: 0.0312394 | Time: 1651.51 ms [2021-09-27 14:51:47 main:574] : INFO : Epoch 1679 | loss: 0.0312345 | val_loss: 0.03124 | Time: 1656.29 ms [2021-09-27 14:51:49 main:574] : INFO : Epoch 1680 | loss: 0.0312358 | val_loss: 0.0312394 | Time: 1645.66 ms [2021-09-27 14:51:51 main:574] : INFO : Epoch 1681 | loss: 0.0312346 | val_loss: 0.0312387 | Time: 1677.2 ms [2021-09-27 14:51:52 main:574] : INFO : Epoch 1682 | loss: 0.0312348 | val_loss: 0.0312385 | Time: 1675.58 ms [2021-09-27 14:51:54 main:574] : INFO : Epoch 1683 | loss: 0.0312345 | val_loss: 0.0312382 | Time: 1636.66 ms [2021-09-27 14:51:56 main:574] : INFO : Epoch 1684 | loss: 0.0312344 | val_loss: 0.0312384 | Time: 2013.24 ms [2021-09-27 14:51:58 main:574] : INFO : Epoch 1685 | loss: 0.0312352 | val_loss: 0.0312383 | Time: 1833.85 ms [2021-09-27 14:52:00 main:574] : INFO : Epoch 1686 | loss: 0.0312349 | val_loss: 0.0312405 | Time: 1677.46 ms [2021-09-27 14:52:01 main:574] : INFO : Epoch 1687 | loss: 0.0312344 | val_loss: 0.0312385 | Time: 1659.71 ms [2021-09-27 14:52:03 main:574] : INFO : Epoch 1688 | loss: 0.0312347 | val_loss: 0.0312385 | Time: 1637.03 ms [2021-09-27 14:52:05 main:574] : INFO : Epoch 1689 | loss: 0.0312347 | val_loss: 0.0312387 | Time: 1615.7 ms [2021-09-27 14:52:06 main:574] : INFO : Epoch 1690 | loss: 0.0312347 | val_loss: 0.0312396 | Time: 1612 ms [2021-09-27 14:52:08 main:574] : INFO : Epoch 1691 | loss: 0.0312356 | val_loss: 0.0312402 | Time: 1637.14 ms [2021-09-27 14:52:09 main:574] : INFO : Epoch 1692 | loss: 0.0312346 | val_loss: 0.0312395 | Time: 1635.38 ms [2021-09-27 14:52:11 main:574] : INFO : Epoch 1693 | loss: 0.0312348 | val_loss: 0.0312397 | Time: 1606.11 ms [2021-09-27 14:52:13 main:574] : INFO : Epoch 1694 | loss: 0.0312361 | val_loss: 0.0312385 | Time: 1615.5 ms [2021-09-27 14:52:14 main:574] : INFO : Epoch 1695 | loss: 0.0312352 | val_loss: 0.0312412 | Time: 1589.07 ms [2021-09-27 14:52:16 main:574] : INFO : Epoch 1696 | loss: 0.0312347 | val_loss: 0.0312391 | Time: 1651.59 ms [2021-09-27 14:52:18 main:574] : INFO : Epoch 1697 | loss: 0.031235 | val_loss: 0.0312406 | Time: 1629.97 ms [2021-09-27 14:52:19 main:574] : INFO : Epoch 1698 | loss: 0.0312352 | val_loss: 0.0312386 | Time: 1615.47 ms [2021-09-27 14:52:21 main:574] : INFO : Epoch 1699 | loss: 0.0312348 | val_loss: 0.0312397 | Time: 1624.76 ms [2021-09-27 14:52:22 main:574] : INFO : Epoch 1700 | loss: 0.0312349 | val_loss: 0.0312412 | Time: 1627.61 ms [2021-09-27 14:52:24 main:574] : INFO : Epoch 1701 | loss: 0.0312346 | val_loss: 0.0312391 | Time: 1663.48 ms [2021-09-27 14:52:26 main:574] : INFO : Epoch 1702 | loss: 0.031235 | val_loss: 0.0312398 | Time: 1672.23 ms [2021-09-27 14:52:27 main:574] : INFO : Epoch 1703 | loss: 0.0312345 | val_loss: 0.0312411 | Time: 1633.15 ms [2021-09-27 14:52:29 main:574] : INFO : Epoch 1704 | loss: 0.031235 | val_loss: 0.0312388 | Time: 1628.36 ms [2021-09-27 14:52:31 main:574] : INFO : Epoch 1705 | loss: 0.0312343 | val_loss: 0.0312393 | Time: 1611.05 ms [2021-09-27 14:52:32 main:574] : INFO : Epoch 1706 | loss: 0.0312342 | val_loss: 0.03124 | Time: 1653.06 ms [2021-09-27 14:52:34 main:574] : INFO : Epoch 1707 | loss: 0.0312344 | val_loss: 0.0312387 | Time: 1680.69 ms [2021-09-27 14:52:36 main:574] : INFO : Epoch 1708 | loss: 0.0312344 | val_loss: 0.0312382 | Time: 1601.01 ms [2021-09-27 14:52:37 main:574] : INFO : Epoch 1709 | loss: 0.0312343 | val_loss: 0.031239 | Time: 1638.96 ms [2021-09-27 14:52:39 main:574] : INFO : Epoch 1710 | loss: 0.031235 | val_loss: 0.0312387 | Time: 1627.07 ms [2021-09-27 14:52:41 main:574] : INFO : Epoch 1711 | loss: 0.0312351 | val_loss: 0.0312394 | Time: 1616.76 ms [2021-09-27 14:52:42 main:574] : INFO : Epoch 1712 | loss: 0.0312349 | val_loss: 0.0312385 | Time: 1631.62 ms [2021-09-27 14:52:44 main:574] : INFO : Epoch 1713 | loss: 0.0312343 | val_loss: 0.0312414 | Time: 1638.36 ms [2021-09-27 14:52:45 main:574] : INFO : Epoch 1714 | loss: 0.0312355 | val_loss: 0.0312385 | Time: 1612.99 ms [2021-09-27 14:52:47 main:574] : INFO : Epoch 1715 | loss: 0.0312351 | val_loss: 0.0312399 | Time: 1604.58 ms [2021-09-27 14:52:49 main:574] : INFO : Epoch 1716 | loss: 0.0312357 | val_loss: 0.0312422 | Time: 1585.06 ms [2021-09-27 14:52:50 main:574] : INFO : Epoch 1717 | loss: 0.0312359 | val_loss: 0.0312395 | Time: 1626.57 ms [2021-09-27 14:52:52 main:574] : INFO : Epoch 1718 | loss: 0.0312356 | val_loss: 0.0312414 | Time: 1601.23 ms [2021-09-27 14:52:54 main:574] : INFO : Epoch 1719 | loss: 0.0312357 | val_loss: 0.0312412 | Time: 1643.34 ms [2021-09-27 14:52:55 main:574] : INFO : Epoch 1720 | loss: 0.0312354 | val_loss: 0.0312393 | Time: 1742.98 ms [2021-09-27 14:52:57 main:574] : INFO : Epoch 1721 | loss: 0.0312347 | val_loss: 0.0312389 | Time: 1804.15 ms [2021-09-27 14:52:59 main:574] : INFO : Epoch 1722 | loss: 0.0312345 | val_loss: 0.0312392 | Time: 1657.14 ms [2021-09-27 14:53:00 main:574] : INFO : Epoch 1723 | loss: 0.0312342 | val_loss: 0.0312415 | Time: 1647.44 ms [2021-09-27 14:53:02 main:574] : INFO : Epoch 1724 | loss: 0.0312346 | val_loss: 0.0312393 | Time: 1604.21 ms [2021-09-27 14:53:04 main:574] : INFO : Epoch 1725 | loss: 0.0312347 | val_loss: 0.0312384 | Time: 1603.73 ms [2021-09-27 14:53:05 main:574] : INFO : Epoch 1726 | loss: 0.0312342 | val_loss: 0.0312388 | Time: 1624.67 ms [2021-09-27 14:53:07 main:574] : INFO : Epoch 1727 | loss: 0.0312344 | val_loss: 0.0312386 | Time: 1629.66 ms [2021-09-27 14:53:09 main:574] : INFO : Epoch 1728 | loss: 0.0312345 | val_loss: 0.0312384 | Time: 1623.04 ms [2021-09-27 14:53:10 main:574] : INFO : Epoch 1729 | loss: 0.0312348 | val_loss: 0.0312386 | Time: 1612.77 ms [2021-09-27 14:53:12 main:574] : INFO : Epoch 1730 | loss: 0.0312345 | val_loss: 0.0312387 | Time: 1622.03 ms [2021-09-27 14:53:13 main:574] : INFO : Epoch 1731 | loss: 0.0312347 | val_loss: 0.0312385 | Time: 1617.15 ms [2021-09-27 14:53:15 main:574] : INFO : Epoch 1732 | loss: 0.0312344 | val_loss: 0.0312386 | Time: 1604.03 ms [2021-09-27 14:53:17 main:574] : INFO : Epoch 1733 | loss: 0.0312341 | val_loss: 0.0312389 | Time: 1685.91 ms [2021-09-27 14:53:19 main:574] : INFO : Epoch 1734 | loss: 0.0312341 | val_loss: 0.0312391 | Time: 2006.83 ms [2021-09-27 14:53:20 main:574] : INFO : Epoch 1735 | loss: 0.0312342 | val_loss: 0.0312382 | Time: 1605.14 ms [2021-09-27 14:53:22 main:574] : INFO : Epoch 1736 | loss: 0.0312343 | val_loss: 0.0312383 | Time: 1651.65 ms [2021-09-27 14:53:24 main:574] : INFO : Epoch 1737 | loss: 0.0312352 | val_loss: 0.0312424 | Time: 1571.61 ms [2021-09-27 14:53:25 main:574] : INFO : Epoch 1738 | loss: 0.0312357 | val_loss: 0.0312394 | Time: 1634.74 ms [2021-09-27 14:53:27 main:574] : INFO : Epoch 1739 | loss: 0.0312359 | val_loss: 0.0312406 | Time: 1644.42 ms [2021-09-27 14:53:29 main:574] : INFO : Epoch 1740 | loss: 0.0312346 | val_loss: 0.0312396 | Time: 1621.64 ms [2021-09-27 14:53:30 main:574] : INFO : Epoch 1741 | loss: 0.0312345 | val_loss: 0.0312384 | Time: 1609.57 ms [2021-09-27 14:53:32 main:574] : INFO : Epoch 1742 | loss: 0.0312348 | val_loss: 0.0312385 | Time: 1616.76 ms [2021-09-27 14:53:33 main:574] : INFO : Epoch 1743 | loss: 0.0312347 | val_loss: 0.0312383 | Time: 1634.53 ms [2021-09-27 14:53:35 main:574] : INFO : Epoch 1744 | loss: 0.0312354 | val_loss: 0.0312396 | Time: 1610.81 ms [2021-09-27 14:53:37 main:574] : INFO : Epoch 1745 | loss: 0.0312367 | val_loss: 0.0312466 | Time: 1893.48 ms [2021-09-27 14:53:39 main:574] : INFO : Epoch 1746 | loss: 0.0312437 | val_loss: 0.0312417 | Time: 1662.15 ms [2021-09-27 14:53:40 main:574] : INFO : Epoch 1747 | loss: 0.0312373 | val_loss: 0.0312406 | Time: 1565.63 ms [2021-09-27 14:53:42 main:574] : INFO : Epoch 1748 | loss: 0.0312351 | val_loss: 0.0312384 | Time: 1600.45 ms [2021-09-27 14:53:43 main:574] : INFO : Epoch 1749 | loss: 0.0312344 | val_loss: 0.0312404 | Time: 1634.18 ms [2021-09-27 14:53:45 main:574] : INFO : Epoch 1750 | loss: 0.0312346 | val_loss: 0.0312388 | Time: 1603.92 ms [2021-09-27 14:53:47 main:574] : INFO : Epoch 1751 | loss: 0.0312342 | val_loss: 0.0312397 | Time: 1591.91 ms [2021-09-27 14:53:48 main:574] : INFO : Epoch 1752 | loss: 0.0312348 | val_loss: 0.0312387 | Time: 1591.07 ms [2021-09-27 14:53:50 main:574] : INFO : Epoch 1753 | loss: 0.0312342 | val_loss: 0.0312392 | Time: 1602.48 ms [2021-09-27 14:53:51 main:574] : INFO : Epoch 1754 | loss: 0.0312347 | val_loss: 0.0312387 | Time: 1637.08 ms [2021-09-27 14:53:53 main:574] : INFO : Epoch 1755 | loss: 0.0312346 | val_loss: 0.031239 | Time: 1641.91 ms [2021-09-27 14:53:55 main:574] : INFO : Epoch 1756 | loss: 0.0312345 | val_loss: 0.0312411 | Time: 1629.63 ms [2021-09-27 14:53:56 main:574] : INFO : Epoch 1757 | loss: 0.0312342 | val_loss: 0.0312394 | Time: 1572.97 ms [2021-09-27 14:53:58 main:574] : INFO : Epoch 1758 | loss: 0.0312345 | val_loss: 0.031239 | Time: 1825.52 ms [2021-09-27 14:54:00 main:574] : INFO : Epoch 1759 | loss: 0.0312344 | val_loss: 0.0312392 | Time: 1643.13 ms [2021-09-27 14:54:01 main:574] : INFO : Epoch 1760 | loss: 0.0312342 | val_loss: 0.0312382 | Time: 1658.84 ms [2021-09-27 14:54:03 main:574] : INFO : Epoch 1761 | loss: 0.0312346 | val_loss: 0.0312394 | Time: 1637.74 ms [2021-09-27 14:54:05 main:574] : INFO : Epoch 1762 | loss: 0.0312345 | val_loss: 0.0312402 | Time: 1581.78 ms [2021-09-27 14:54:06 main:574] : INFO : Epoch 1763 | loss: 0.0312344 | val_loss: 0.0312394 | Time: 1604.23 ms [2021-09-27 14:54:08 main:574] : INFO : Epoch 1764 | loss: 0.0312344 | val_loss: 0.0312386 | Time: 1611.39 ms [2021-09-27 14:54:10 main:574] : INFO : Epoch 1765 | loss: 0.0312345 | val_loss: 0.0312394 | Time: 1587.75 ms [2021-09-27 14:54:11 main:574] : INFO : Epoch 1766 | loss: 0.0312349 | val_loss: 0.0312383 | Time: 1605.67 ms [2021-09-27 14:54:13 main:574] : INFO : Epoch 1767 | loss: 0.0312355 | val_loss: 0.031239 | Time: 1632.88 ms [2021-09-27 14:54:14 main:574] : INFO : Epoch 1768 | loss: 0.0312346 | val_loss: 0.0312384 | Time: 1571.21 ms [2021-09-27 14:54:16 main:574] : INFO : Epoch 1769 | loss: 0.0312345 | val_loss: 0.0312392 | Time: 1612.63 ms [2021-09-27 14:54:18 main:574] : INFO : Epoch 1770 | loss: 0.0312344 | val_loss: 0.0312382 | Time: 1609.02 ms [2021-09-27 14:54:19 main:574] : INFO : Epoch 1771 | loss: 0.031234 | val_loss: 0.0312381 | Time: 1606.8 ms [2021-09-27 14:54:21 main:574] : INFO : Epoch 1772 | loss: 0.0312341 | val_loss: 0.0312386 | Time: 1605.28 ms [2021-09-27 14:54:22 main:574] : INFO : Epoch 1773 | loss: 0.0312341 | val_loss: 0.0312389 | Time: 1602 ms [2021-09-27 14:54:24 main:574] : INFO : Epoch 1774 | loss: 0.0312341 | val_loss: 0.0312386 | Time: 1646.15 ms [2021-09-27 14:54:26 main:574] : INFO : Epoch 1775 | loss: 0.0312343 | val_loss: 0.0312395 | Time: 1626.36 ms [2021-09-27 14:54:27 main:574] : INFO : Epoch 1776 | loss: 0.0312368 | val_loss: 0.0312425 | Time: 1651.35 ms [2021-09-27 14:54:29 main:574] : INFO : Epoch 1777 | loss: 0.0312367 | val_loss: 0.0312397 | Time: 1597.21 ms [2021-09-27 14:54:31 main:574] : INFO : Epoch 1778 | loss: 0.0312351 | val_loss: 0.0312385 | Time: 1626.33 ms [2021-09-27 14:54:32 main:574] : INFO : Epoch 1779 | loss: 0.0312344 | val_loss: 0.031239 | Time: 1621.7 ms [2021-09-27 14:54:34 main:574] : INFO : Epoch 1780 | loss: 0.0312343 | val_loss: 0.0312391 | Time: 1601.52 ms [2021-09-27 14:54:35 main:574] : INFO : Epoch 1781 | loss: 0.0312349 | val_loss: 0.0312413 | Time: 1638.76 ms [2021-09-27 14:54:37 main:574] : INFO : Epoch 1782 | loss: 0.0312346 | val_loss: 0.0312397 | Time: 1628.43 ms [2021-09-27 14:54:39 main:574] : INFO : Epoch 1783 | loss: 0.031235 | val_loss: 0.0312383 | Time: 1620.98 ms [2021-09-27 14:54:40 main:574] : INFO : Epoch 1784 | loss: 0.0312344 | val_loss: 0.0312395 | Time: 1609.94 ms [2021-09-27 14:54:42 main:574] : INFO : Epoch 1785 | loss: 0.0312353 | val_loss: 0.0312386 | Time: 1622.58 ms [2021-09-27 14:54:44 main:574] : INFO : Epoch 1786 | loss: 0.0312344 | val_loss: 0.0312382 | Time: 1602.09 ms [2021-09-27 14:54:45 main:574] : INFO : Epoch 1787 | loss: 0.0312346 | val_loss: 0.0312387 | Time: 1604.32 ms [2021-09-27 14:54:47 main:574] : INFO : Epoch 1788 | loss: 0.0312357 | val_loss: 0.031239 | Time: 1592.56 ms [2021-09-27 14:54:48 main:574] : INFO : Epoch 1789 | loss: 0.0312344 | val_loss: 0.031239 | Time: 1601.59 ms [2021-09-27 14:54:50 main:574] : INFO : Epoch 1790 | loss: 0.0312346 | val_loss: 0.0312392 | Time: 1621.39 ms [2021-09-27 14:54:52 main:574] : INFO : Epoch 1791 | loss: 0.0312348 | val_loss: 0.0312386 | Time: 1668.2 ms [2021-09-27 14:54:53 main:574] : INFO : Epoch 1792 | loss: 0.0312353 | val_loss: 0.0312402 | Time: 1639.8 ms [2021-09-27 14:54:55 main:574] : INFO : Epoch 1793 | loss: 0.0312346 | val_loss: 0.0312397 | Time: 1673.54 ms [2021-09-27 14:54:57 main:574] : INFO : Epoch 1794 | loss: 0.0312348 | val_loss: 0.0312406 | Time: 1666.7 ms [2021-09-27 14:54:58 main:574] : INFO : Epoch 1795 | loss: 0.0312348 | val_loss: 0.0312397 | Time: 1670.52 ms [2021-09-27 14:55:00 main:574] : INFO : Epoch 1796 | loss: 0.0312342 | val_loss: 0.031239 | Time: 1661.43 ms [2021-09-27 14:55:02 main:574] : INFO : Epoch 1797 | loss: 0.0312343 | val_loss: 0.0312391 | Time: 1687.95 ms [2021-09-27 14:55:03 main:574] : INFO : Epoch 1798 | loss: 0.0312348 | val_loss: 0.0312382 | Time: 1657.54 ms [2021-09-27 14:55:05 main:574] : INFO : Epoch 1799 | loss: 0.0312342 | val_loss: 0.0312381 | Time: 1646.5 ms [2021-09-27 14:55:07 main:574] : INFO : Epoch 1800 | loss: 0.0312346 | val_loss: 0.0312386 | Time: 1672.46 ms [2021-09-27 14:55:08 main:574] : INFO : Epoch 1801 | loss: 0.0312342 | val_loss: 0.0312386 | Time: 1676.11 ms [2021-09-27 14:55:10 main:574] : INFO : Epoch 1802 | loss: 0.0312341 | val_loss: 0.0312385 | Time: 1742.33 ms [2021-09-27 14:55:12 main:574] : INFO : Epoch 1803 | loss: 0.0312345 | val_loss: 0.0312392 | Time: 1635.67 ms [2021-09-27 14:55:13 main:574] : INFO : Epoch 1804 | loss: 0.031235 | val_loss: 0.0312382 | Time: 1610.42 ms [2021-09-27 14:55:15 main:574] : INFO : Epoch 1805 | loss: 0.0312363 | val_loss: 0.0312392 | Time: 1645.33 ms [2021-09-27 14:55:17 main:574] : INFO : Epoch 1806 | loss: 0.0312349 | val_loss: 0.0312391 | Time: 1612.16 ms [2021-09-27 14:55:18 main:574] : INFO : Epoch 1807 | loss: 0.0312345 | val_loss: 0.0312386 | Time: 1677.08 ms [2021-09-27 14:55:20 main:574] : INFO : Epoch 1808 | loss: 0.0312344 | val_loss: 0.0312385 | Time: 1642.49 ms [2021-09-27 14:55:22 main:574] : INFO : Epoch 1809 | loss: 0.0312348 | val_loss: 0.0312396 | Time: 1617.77 ms [2021-09-27 14:55:23 main:574] : INFO : Epoch 1810 | loss: 0.0312357 | val_loss: 0.0312386 | Time: 1593.9 ms [2021-09-27 14:55:25 main:574] : INFO : Epoch 1811 | loss: 0.0312349 | val_loss: 0.0312388 | Time: 1635.47 ms [2021-09-27 14:55:27 main:574] : INFO : Epoch 1812 | loss: 0.0312346 | val_loss: 0.0312387 | Time: 1616.22 ms [2021-09-27 14:55:28 main:574] : INFO : Epoch 1813 | loss: 0.0312344 | val_loss: 0.0312385 | Time: 1638.05 ms [2021-09-27 14:55:30 main:574] : INFO : Epoch 1814 | loss: 0.0312342 | val_loss: 0.0312383 | Time: 1631.11 ms [2021-09-27 14:55:31 main:574] : INFO : Epoch 1815 | loss: 0.031234 | val_loss: 0.0312402 | Time: 1641.85 ms [2021-09-27 14:55:33 main:574] : INFO : Epoch 1816 | loss: 0.0312351 | val_loss: 0.0312386 | Time: 1614.28 ms [2021-09-27 14:55:35 main:574] : INFO : Epoch 1817 | loss: 0.0312344 | val_loss: 0.0312398 | Time: 1664.97 ms [2021-09-27 14:55:36 main:574] : INFO : Epoch 1818 | loss: 0.0312352 | val_loss: 0.0312417 | Time: 1598.48 ms [2021-09-27 14:55:38 main:574] : INFO : Epoch 1819 | loss: 0.0312355 | val_loss: 0.0312398 | Time: 1674.83 ms [2021-09-27 14:55:40 main:574] : INFO : Epoch 1820 | loss: 0.031236 | val_loss: 0.0312394 | Time: 1589.64 ms [2021-09-27 14:55:41 main:574] : INFO : Epoch 1821 | loss: 0.0312377 | val_loss: 0.0312402 | Time: 1638.53 ms [2021-09-27 14:55:43 main:574] : INFO : Epoch 1822 | loss: 0.0312365 | val_loss: 0.0312397 | Time: 1619.96 ms [2021-09-27 14:55:45 main:574] : INFO : Epoch 1823 | loss: 0.0312348 | val_loss: 0.0312383 | Time: 1591.99 ms [2021-09-27 14:55:46 main:574] : INFO : Epoch 1824 | loss: 0.0312344 | val_loss: 0.0312393 | Time: 1618.58 ms [2021-09-27 14:55:48 main:574] : INFO : Epoch 1825 | loss: 0.0312344 | val_loss: 0.0312387 | Time: 1579.81 ms [2021-09-27 14:55:49 main:574] : INFO : Epoch 1826 | loss: 0.0312346 | val_loss: 0.0312393 | Time: 1635.98 ms [2021-09-27 14:55:51 main:574] : INFO : Epoch 1827 | loss: 0.0312343 | val_loss: 0.0312384 | Time: 1624.58 ms [2021-09-27 14:55:53 main:574] : INFO : Epoch 1828 | loss: 0.0312343 | val_loss: 0.0312382 | Time: 1617.74 ms [2021-09-27 14:55:54 main:574] : INFO : Epoch 1829 | loss: 0.0312346 | val_loss: 0.0312383 | Time: 1632.01 ms [2021-09-27 14:55:56 main:574] : INFO : Epoch 1830 | loss: 0.0312345 | val_loss: 0.0312415 | Time: 1624.37 ms [2021-09-27 14:55:58 main:574] : INFO : Epoch 1831 | loss: 0.0312356 | val_loss: 0.0312395 | Time: 1607.52 ms [2021-09-27 14:55:59 main:574] : INFO : Epoch 1832 | loss: 0.0312354 | val_loss: 0.0312386 | Time: 1636.56 ms [2021-09-27 14:56:01 main:574] : INFO : Epoch 1833 | loss: 0.0312354 | val_loss: 0.0312398 | Time: 1654.85 ms [2021-09-27 14:56:02 main:574] : INFO : Epoch 1834 | loss: 0.0312348 | val_loss: 0.031239 | Time: 1642.64 ms [2021-09-27 14:56:04 main:574] : INFO : Epoch 1835 | loss: 0.0312352 | val_loss: 0.0312419 | Time: 1635.87 ms [2021-09-27 14:56:06 main:574] : INFO : Epoch 1836 | loss: 0.0312346 | val_loss: 0.0312391 | Time: 1635.54 ms [2021-09-27 14:56:07 main:574] : INFO : Epoch 1837 | loss: 0.0312342 | val_loss: 0.0312385 | Time: 1623.96 ms [2021-09-27 14:56:09 main:574] : INFO : Epoch 1838 | loss: 0.0312343 | val_loss: 0.031239 | Time: 1627.85 ms [2021-09-27 14:56:11 main:574] : INFO : Epoch 1839 | loss: 0.0312348 | val_loss: 0.0312382 | Time: 1598.94 ms [2021-09-27 14:56:12 main:574] : INFO : Epoch 1840 | loss: 0.0312342 | val_loss: 0.0312386 | Time: 1605.34 ms [2021-09-27 14:56:14 main:574] : INFO : Epoch 1841 | loss: 0.0312342 | val_loss: 0.0312395 | Time: 1630.8 ms [2021-09-27 14:56:15 main:574] : INFO : Epoch 1842 | loss: 0.031235 | val_loss: 0.031239 | Time: 1616.52 ms [2021-09-27 14:56:17 main:574] : INFO : Epoch 1843 | loss: 0.0312342 | val_loss: 0.0312385 | Time: 1609.76 ms [2021-09-27 14:56:19 main:574] : INFO : Epoch 1844 | loss: 0.0312344 | val_loss: 0.0312392 | Time: 1593.19 ms [2021-09-27 14:56:20 main:574] : INFO : Epoch 1845 | loss: 0.0312342 | val_loss: 0.0312389 | Time: 1628.06 ms [2021-09-27 14:56:22 main:574] : INFO : Epoch 1846 | loss: 0.0312347 | val_loss: 0.0312403 | Time: 1622.6 ms [2021-09-27 14:56:24 main:574] : INFO : Epoch 1847 | loss: 0.0312352 | val_loss: 0.031239 | Time: 1655.06 ms [2021-09-27 14:56:25 main:574] : INFO : Epoch 1848 | loss: 0.0312344 | val_loss: 0.0312414 | Time: 1623.27 ms [2021-09-27 14:56:27 main:574] : INFO : Epoch 1849 | loss: 0.0312351 | val_loss: 0.0312391 | Time: 1616.45 ms [2021-09-27 14:56:29 main:574] : INFO : Epoch 1850 | loss: 0.0312344 | val_loss: 0.0312396 | Time: 1634.13 ms [2021-09-27 14:56:30 main:574] : INFO : Epoch 1851 | loss: 0.0312351 | val_loss: 0.0312383 | Time: 1627.9 ms [2021-09-27 14:56:32 main:574] : INFO : Epoch 1852 | loss: 0.0312344 | val_loss: 0.0312383 | Time: 1645.13 ms [2021-09-27 14:56:33 main:574] : INFO : Epoch 1853 | loss: 0.0312343 | val_loss: 0.0312388 | Time: 1620.74 ms [2021-09-27 14:56:35 main:574] : INFO : Epoch 1854 | loss: 0.0312343 | val_loss: 0.0312389 | Time: 1608.83 ms [2021-09-27 14:56:37 main:574] : INFO : Epoch 1855 | loss: 0.0312344 | val_loss: 0.0312386 | Time: 1617.71 ms [2021-09-27 14:56:38 main:574] : INFO : Epoch 1856 | loss: 0.0312341 | val_loss: 0.0312396 | Time: 1566.69 ms [2021-09-27 14:56:40 main:574] : INFO : Epoch 1857 | loss: 0.0312342 | val_loss: 0.0312407 | Time: 1623.7 ms [2021-09-27 14:56:42 main:574] : INFO : Epoch 1858 | loss: 0.0312347 | val_loss: 0.0312386 | Time: 1677.98 ms [2021-09-27 14:56:43 main:574] : INFO : Epoch 1859 | loss: 0.0312347 | val_loss: 0.0312394 | Time: 1634.89 ms [2021-09-27 14:56:45 main:574] : INFO : Epoch 1860 | loss: 0.031235 | val_loss: 0.03124 | Time: 1619.4 ms [2021-09-27 14:56:46 main:574] : INFO : Epoch 1861 | loss: 0.0312348 | val_loss: 0.0312393 | Time: 1584.44 ms [2021-09-27 14:56:48 main:574] : INFO : Epoch 1862 | loss: 0.031235 | val_loss: 0.031239 | Time: 1633.85 ms [2021-09-27 14:56:50 main:574] : INFO : Epoch 1863 | loss: 0.0312347 | val_loss: 0.0312398 | Time: 1752.63 ms [2021-09-27 14:56:51 main:574] : INFO : Epoch 1864 | loss: 0.0312348 | val_loss: 0.0312389 | Time: 1635.12 ms [2021-09-27 14:56:53 main:574] : INFO : Epoch 1865 | loss: 0.0312345 | val_loss: 0.0312397 | Time: 1636.07 ms [2021-09-27 14:56:55 main:574] : INFO : Epoch 1866 | loss: 0.0312352 | val_loss: 0.0312397 | Time: 1598.31 ms [2021-09-27 14:56:56 main:574] : INFO : Epoch 1867 | loss: 0.0312343 | val_loss: 0.0312389 | Time: 1611.49 ms [2021-09-27 14:56:58 main:574] : INFO : Epoch 1868 | loss: 0.0312348 | val_loss: 0.0312397 | Time: 1600 ms [2021-09-27 14:57:00 main:574] : INFO : Epoch 1869 | loss: 0.0312345 | val_loss: 0.0312394 | Time: 1725.66 ms [2021-09-27 14:57:01 main:574] : INFO : Epoch 1870 | loss: 0.0312346 | val_loss: 0.0312403 | Time: 1632.15 ms [2021-09-27 14:57:03 main:574] : INFO : Epoch 1871 | loss: 0.031234 | val_loss: 0.0312393 | Time: 1653.09 ms [2021-09-27 14:57:05 main:574] : INFO : Epoch 1872 | loss: 0.0312342 | val_loss: 0.0312399 | Time: 1612.66 ms [2021-09-27 14:57:06 main:574] : INFO : Epoch 1873 | loss: 0.0312345 | val_loss: 0.0312393 | Time: 1612.88 ms [2021-09-27 14:57:08 main:574] : INFO : Epoch 1874 | loss: 0.0312356 | val_loss: 0.0312396 | Time: 1601.56 ms [2021-09-27 14:57:09 main:574] : INFO : Epoch 1875 | loss: 0.0312356 | val_loss: 0.0312389 | Time: 1614.38 ms [2021-09-27 14:57:11 main:574] : INFO : Epoch 1876 | loss: 0.0312347 | val_loss: 0.0312383 | Time: 1622.45 ms [2021-09-27 14:57:13 main:574] : INFO : Epoch 1877 | loss: 0.0312349 | val_loss: 0.0312414 | Time: 1616.77 ms [2021-09-27 14:57:14 main:574] : INFO : Epoch 1878 | loss: 0.0312346 | val_loss: 0.0312394 | Time: 1617.22 ms [2021-09-27 14:57:16 main:574] : INFO : Epoch 1879 | loss: 0.0312348 | val_loss: 0.0312422 | Time: 1631.3 ms [2021-09-27 14:57:18 main:574] : INFO : Epoch 1880 | loss: 0.0312354 | val_loss: 0.0312392 | Time: 1604.95 ms [2021-09-27 14:57:19 main:574] : INFO : Epoch 1881 | loss: 0.0312345 | val_loss: 0.0312394 | Time: 1634.11 ms [2021-09-27 14:57:21 main:574] : INFO : Epoch 1882 | loss: 0.0312349 | val_loss: 0.0312406 | Time: 1624.41 ms [2021-09-27 14:57:22 main:574] : INFO : Epoch 1883 | loss: 0.0312341 | val_loss: 0.0312381 | Time: 1604.91 ms [2021-09-27 14:57:24 main:574] : INFO : Epoch 1884 | loss: 0.0312341 | val_loss: 0.031239 | Time: 1628.68 ms [2021-09-27 14:57:26 main:574] : INFO : Epoch 1885 | loss: 0.0312343 | val_loss: 0.0312394 | Time: 1641.8 ms [2021-09-27 14:57:27 main:574] : INFO : Epoch 1886 | loss: 0.0312348 | val_loss: 0.031241 | Time: 1625.94 ms [2021-09-27 14:57:29 main:574] : INFO : Epoch 1887 | loss: 0.0312358 | val_loss: 0.0312413 | Time: 1580.1 ms [2021-09-27 14:57:31 main:574] : INFO : Epoch 1888 | loss: 0.0312363 | val_loss: 0.0312446 | Time: 1594.68 ms [2021-09-27 14:57:32 main:574] : INFO : Epoch 1889 | loss: 0.0312372 | val_loss: 0.0312431 | Time: 1645.04 ms [2021-09-27 14:57:34 main:574] : INFO : Epoch 1890 | loss: 0.0312366 | val_loss: 0.0312394 | Time: 1585.45 ms [2021-09-27 14:57:35 main:574] : INFO : Epoch 1891 | loss: 0.0312353 | val_loss: 0.0312411 | Time: 1613.34 ms [2021-09-27 14:57:37 main:574] : INFO : Epoch 1892 | loss: 0.0312355 | val_loss: 0.0312395 | Time: 1619.93 ms [2021-09-27 14:57:39 main:574] : INFO : Epoch 1893 | loss: 0.0312356 | val_loss: 0.0312409 | Time: 1589.4 ms [2021-09-27 14:57:40 main:574] : INFO : Epoch 1894 | loss: 0.0312351 | val_loss: 0.0312407 | Time: 1647.22 ms [2021-09-27 14:57:42 main:574] : INFO : Epoch 1895 | loss: 0.0312367 | val_loss: 0.0312388 | Time: 1635.32 ms [2021-09-27 14:57:44 main:574] : INFO : Epoch 1896 | loss: 0.0312367 | val_loss: 0.0312409 | Time: 1612.6 ms [2021-09-27 14:57:45 main:574] : INFO : Epoch 1897 | loss: 0.0312368 | val_loss: 0.0312402 | Time: 1592.53 ms [2021-09-27 14:57:47 main:574] : INFO : Epoch 1898 | loss: 0.0312408 | val_loss: 0.0312419 | Time: 1637.07 ms [2021-09-27 14:57:48 main:574] : INFO : Epoch 1899 | loss: 0.0312366 | val_loss: 0.0312391 | Time: 1603.65 ms [2021-09-27 14:57:50 main:574] : INFO : Epoch 1900 | loss: 0.0312352 | val_loss: 0.0312395 | Time: 1616.86 ms [2021-09-27 14:57:52 main:574] : INFO : Epoch 1901 | loss: 0.0312348 | val_loss: 0.0312387 | Time: 1639.39 ms [2021-09-27 14:57:53 main:574] : INFO : Epoch 1902 | loss: 0.0312345 | val_loss: 0.0312388 | Time: 1617.87 ms [2021-09-27 14:57:55 main:574] : INFO : Epoch 1903 | loss: 0.0312349 | val_loss: 0.0312381 | Time: 1615.47 ms [2021-09-27 14:57:57 main:574] : INFO : Epoch 1904 | loss: 0.0312345 | val_loss: 0.0312388 | Time: 1599.86 ms [2021-09-27 14:57:58 main:574] : INFO : Epoch 1905 | loss: 0.0312352 | val_loss: 0.0312396 | Time: 1592.48 ms [2021-09-27 14:58:00 main:574] : INFO : Epoch 1906 | loss: 0.0312352 | val_loss: 0.0312401 | Time: 1669.36 ms [2021-09-27 14:58:01 main:574] : INFO : Epoch 1907 | loss: 0.0312348 | val_loss: 0.0312393 | Time: 1624.68 ms [2021-09-27 14:58:03 main:574] : INFO : Epoch 1908 | loss: 0.0312351 | val_loss: 0.0312385 | Time: 1570.53 ms [2021-09-27 14:58:05 main:574] : INFO : Epoch 1909 | loss: 0.0312348 | val_loss: 0.0312383 | Time: 1604.84 ms [2021-09-27 14:58:06 main:574] : INFO : Epoch 1910 | loss: 0.0312347 | val_loss: 0.0312393 | Time: 1606.82 ms [2021-09-27 14:58:08 main:574] : INFO : Epoch 1911 | loss: 0.0312348 | val_loss: 0.0312388 | Time: 1626.91 ms [2021-09-27 14:58:09 main:574] : INFO : Epoch 1912 | loss: 0.0312343 | val_loss: 0.0312396 | Time: 1619.15 ms [2021-09-27 14:58:11 main:574] : INFO : Epoch 1913 | loss: 0.0312346 | val_loss: 0.0312399 | Time: 1612.96 ms [2021-09-27 14:58:13 main:574] : INFO : Epoch 1914 | loss: 0.031235 | val_loss: 0.0312397 | Time: 1590.62 ms [2021-09-27 14:58:14 main:574] : INFO : Epoch 1915 | loss: 0.0312343 | val_loss: 0.0312389 | Time: 1622.32 ms [2021-09-27 14:58:16 main:574] : INFO : Epoch 1916 | loss: 0.0312345 | val_loss: 0.0312381 | Time: 1591.74 ms [2021-09-27 14:58:18 main:574] : INFO : Epoch 1917 | loss: 0.0312342 | val_loss: 0.031239 | Time: 1614.6 ms [2021-09-27 14:58:19 main:574] : INFO : Epoch 1918 | loss: 0.0312344 | val_loss: 0.0312415 | Time: 1606.13 ms [2021-09-27 14:58:21 main:574] : INFO : Epoch 1919 | loss: 0.0312346 | val_loss: 0.0312386 | Time: 1598.58 ms [2021-09-27 14:58:22 main:574] : INFO : Epoch 1920 | loss: 0.0312349 | val_loss: 0.0312446 | Time: 1588.77 ms [2021-09-27 14:58:24 main:574] : INFO : Epoch 1921 | loss: 0.0312379 | val_loss: 0.0312386 | Time: 1602.69 ms [2021-09-27 14:58:26 main:574] : INFO : Epoch 1922 | loss: 0.031236 | val_loss: 0.0312432 | Time: 1616.7 ms [2021-09-27 14:58:27 main:574] : INFO : Epoch 1923 | loss: 0.0312355 | val_loss: 0.0312398 | Time: 1588.89 ms [2021-09-27 14:58:29 main:574] : INFO : Epoch 1924 | loss: 0.0312347 | val_loss: 0.0312383 | Time: 1614.03 ms [2021-09-27 14:58:30 main:574] : INFO : Epoch 1925 | loss: 0.0312343 | val_loss: 0.0312404 | Time: 1609.95 ms [2021-09-27 14:58:32 main:574] : INFO : Epoch 1926 | loss: 0.031235 | val_loss: 0.0312408 | Time: 1598.36 ms [2021-09-27 14:58:34 main:574] : INFO : Epoch 1927 | loss: 0.0312345 | val_loss: 0.0312386 | Time: 1596.34 ms [2021-09-27 14:58:35 main:574] : INFO : Epoch 1928 | loss: 0.0312345 | val_loss: 0.0312405 | Time: 1617.09 ms [2021-09-27 14:58:37 main:574] : INFO : Epoch 1929 | loss: 0.0312349 | val_loss: 0.03124 | Time: 1596.42 ms [2021-09-27 14:58:38 main:574] : INFO : Epoch 1930 | loss: 0.0312348 | val_loss: 0.0312385 | Time: 1625.46 ms [2021-09-27 14:58:40 main:574] : INFO : Epoch 1931 | loss: 0.031234 | val_loss: 0.0312399 | Time: 1622.44 ms [2021-09-27 14:58:42 main:574] : INFO : Epoch 1932 | loss: 0.0312346 | val_loss: 0.0312393 | Time: 1620.16 ms [2021-09-27 14:58:43 main:574] : INFO : Epoch 1933 | loss: 0.0312347 | val_loss: 0.0312397 | Time: 1592.51 ms [2021-09-27 14:58:45 main:574] : INFO : Epoch 1934 | loss: 0.031235 | val_loss: 0.0312383 | Time: 1638.89 ms [2021-09-27 14:58:47 main:574] : INFO : Epoch 1935 | loss: 0.0312345 | val_loss: 0.0312383 | Time: 1600.44 ms [2021-09-27 14:58:48 main:574] : INFO : Epoch 1936 | loss: 0.0312342 | val_loss: 0.0312386 | Time: 1567.68 ms [2021-09-27 14:58:50 main:574] : INFO : Epoch 1937 | loss: 0.0312345 | val_loss: 0.031241 | Time: 1593.69 ms [2021-09-27 14:58:51 main:574] : INFO : Epoch 1938 | loss: 0.0312347 | val_loss: 0.0312382 | Time: 1589.57 ms [2021-09-27 14:58:53 main:574] : INFO : Epoch 1939 | loss: 0.0312346 | val_loss: 0.0312382 | Time: 1628.69 ms [2021-09-27 14:58:55 main:574] : INFO : Epoch 1940 | loss: 0.0312347 | val_loss: 0.0312384 | Time: 1620.59 ms [2021-09-27 14:58:56 main:574] : INFO : Epoch 1941 | loss: 0.031235 | val_loss: 0.0312391 | Time: 1628.88 ms [2021-09-27 14:58:58 main:574] : INFO : Epoch 1942 | loss: 0.0312343 | val_loss: 0.0312394 | Time: 1616.95 ms [2021-09-27 14:59:00 main:574] : INFO : Epoch 1943 | loss: 0.0312341 | val_loss: 0.0312388 | Time: 1688.48 ms [2021-09-27 14:59:01 main:574] : INFO : Epoch 1944 | loss: 0.0312343 | val_loss: 0.0312389 | Time: 1663.6 ms [2021-09-27 14:59:03 main:574] : INFO : Epoch 1945 | loss: 0.0312344 | val_loss: 0.0312392 | Time: 1620.48 ms [2021-09-27 14:59:05 main:574] : INFO : Epoch 1946 | loss: 0.0312343 | val_loss: 0.0312389 | Time: 1631.52 ms [2021-09-27 14:59:06 main:574] : INFO : Epoch 1947 | loss: 0.0312375 | val_loss: 0.0312383 | Time: 1630.3 ms [2021-09-27 14:59:08 main:574] : INFO : Epoch 1948 | loss: 0.0312354 | val_loss: 0.0312387 | Time: 1625.8 ms [2021-09-27 14:59:09 main:574] : INFO : Epoch 1949 | loss: 0.0312356 | val_loss: 0.0312393 | Time: 1612.46 ms [2021-09-27 14:59:11 main:574] : INFO : Epoch 1950 | loss: 0.031235 | val_loss: 0.0312398 | Time: 1605.6 ms [2021-09-27 14:59:13 main:574] : INFO : Epoch 1951 | loss: 0.0312343 | val_loss: 0.0312384 | Time: 1613.9 ms [2021-09-27 14:59:14 main:574] : INFO : Epoch 1952 | loss: 0.0312344 | val_loss: 0.0312396 | Time: 1620.27 ms [2021-09-27 14:59:16 main:574] : INFO : Epoch 1953 | loss: 0.0312354 | val_loss: 0.0312413 | Time: 1615.63 ms [2021-09-27 14:59:17 main:574] : INFO : Epoch 1954 | loss: 0.0312354 | val_loss: 0.0312406 | Time: 1586.14 ms [2021-09-27 14:59:19 main:574] : INFO : Epoch 1955 | loss: 0.031234 | val_loss: 0.0312394 | Time: 1619.53 ms [2021-09-27 14:59:21 main:574] : INFO : Epoch 1956 | loss: 0.0312349 | val_loss: 0.0312386 | Time: 1615.93 ms [2021-09-27 14:59:22 main:574] : INFO : Epoch 1957 | loss: 0.0312341 | val_loss: 0.0312391 | Time: 1613.39 ms [2021-09-27 14:59:24 main:574] : INFO : Epoch 1958 | loss: 0.0312347 | val_loss: 0.031239 | Time: 1654.22 ms [2021-09-27 14:59:26 main:574] : INFO : Epoch 1959 | loss: 0.0312345 | val_loss: 0.0312391 | Time: 1624.83 ms [2021-09-27 14:59:27 main:574] : INFO : Epoch 1960 | loss: 0.0312344 | val_loss: 0.0312389 | Time: 1612.95 ms [2021-09-27 14:59:29 main:574] : INFO : Epoch 1961 | loss: 0.0312344 | val_loss: 0.0312401 | Time: 1634.03 ms [2021-09-27 14:59:31 main:574] : INFO : Epoch 1962 | loss: 0.0312347 | val_loss: 0.0312388 | Time: 1617.49 ms [2021-09-27 14:59:32 main:574] : INFO : Epoch 1963 | loss: 0.0312345 | val_loss: 0.03124 | Time: 1637.84 ms [2021-09-27 14:59:34 main:574] : INFO : Epoch 1964 | loss: 0.0312342 | val_loss: 0.0312399 | Time: 1615.4 ms [2021-09-27 14:59:35 main:574] : INFO : Epoch 1965 | loss: 0.0312345 | val_loss: 0.0312386 | Time: 1612.92 ms [2021-09-27 14:59:37 main:574] : INFO : Epoch 1966 | loss: 0.0312345 | val_loss: 0.0312385 | Time: 1598.97 ms [2021-09-27 14:59:39 main:574] : INFO : Epoch 1967 | loss: 0.0312341 | val_loss: 0.0312388 | Time: 1614.19 ms [2021-09-27 14:59:40 main:574] : INFO : Epoch 1968 | loss: 0.0312341 | val_loss: 0.0312389 | Time: 1640.49 ms [2021-09-27 14:59:42 main:574] : INFO : Epoch 1969 | loss: 0.031235 | val_loss: 0.0312427 | Time: 1592.21 ms [2021-09-27 14:59:43 main:574] : INFO : Epoch 1970 | loss: 0.0312346 | val_loss: 0.0312399 | Time: 1598.91 ms [2021-09-27 14:59:45 main:574] : INFO : Epoch 1971 | loss: 0.0312362 | val_loss: 0.0312418 | Time: 1618.07 ms [2021-09-27 14:59:47 main:574] : INFO : Epoch 1972 | loss: 0.0312346 | val_loss: 0.0312399 | Time: 1628.41 ms [2021-09-27 14:59:48 main:574] : INFO : Epoch 1973 | loss: 0.0312345 | val_loss: 0.0312388 | Time: 1620.03 ms [2021-09-27 14:59:50 main:574] : INFO : Epoch 1974 | loss: 0.0312346 | val_loss: 0.0312429 | Time: 1617.42 ms [2021-09-27 14:59:52 main:574] : INFO : Epoch 1975 | loss: 0.0312353 | val_loss: 0.0312383 | Time: 1618.72 ms [2021-09-27 14:59:53 main:574] : INFO : Epoch 1976 | loss: 0.0312343 | val_loss: 0.0312393 | Time: 1625.29 ms [2021-09-27 14:59:55 main:574] : INFO : Epoch 1977 | loss: 0.0312351 | val_loss: 0.0312397 | Time: 1654.4 ms [2021-09-27 14:59:57 main:574] : INFO : Epoch 1978 | loss: 0.0312349 | val_loss: 0.0312391 | Time: 1674.24 ms [2021-09-27 14:59:58 main:574] : INFO : Epoch 1979 | loss: 0.0312353 | val_loss: 0.0312393 | Time: 1645.95 ms [2021-09-27 15:00:00 main:574] : INFO : Epoch 1980 | loss: 0.0312347 | val_loss: 0.0312395 | Time: 1753.62 ms [2021-09-27 15:00:02 main:574] : INFO : Epoch 1981 | loss: 0.0312346 | val_loss: 0.0312394 | Time: 1759.8 ms [2021-09-27 15:00:04 main:574] : INFO : Epoch 1982 | loss: 0.031236 | val_loss: 0.0312402 | Time: 1723.65 ms [2021-09-27 15:00:05 main:574] : INFO : Epoch 1983 | loss: 0.0312366 | val_loss: 0.0312412 | Time: 1665.45 ms [2021-09-27 15:00:07 main:574] : INFO : Epoch 1984 | loss: 0.0312355 | val_loss: 0.0312387 | Time: 1651.65 ms [2021-09-27 15:00:09 main:574] : INFO : Epoch 1985 | loss: 0.0312344 | val_loss: 0.0312396 | Time: 1676.78 ms [2021-09-27 15:00:10 main:574] : INFO : Epoch 1986 | loss: 0.0312345 | val_loss: 0.0312391 | Time: 1644.23 ms [2021-09-27 15:00:12 main:574] : INFO : Epoch 1987 | loss: 0.0312345 | val_loss: 0.0312387 | Time: 1668 ms [2021-09-27 15:00:14 main:574] : INFO : Epoch 1988 | loss: 0.0312346 | val_loss: 0.0312385 | Time: 1651.9 ms [2021-09-27 15:00:15 main:574] : INFO : Epoch 1989 | loss: 0.0312349 | val_loss: 0.0312384 | Time: 1675.45 ms [2021-09-27 15:00:17 main:574] : INFO : Epoch 1990 | loss: 0.0312348 | val_loss: 0.03124 | Time: 1678.89 ms [2021-09-27 15:00:19 main:574] : INFO : Epoch 1991 | loss: 0.0312351 | val_loss: 0.0312384 | Time: 1644.71 ms [2021-09-27 15:00:20 main:574] : INFO : Epoch 1992 | loss: 0.0312351 | val_loss: 0.031239 | Time: 1655.39 ms [2021-09-27 15:00:22 main:574] : INFO : Epoch 1993 | loss: 0.0312347 | val_loss: 0.0312398 | Time: 1663.57 ms [2021-09-27 15:00:24 main:574] : INFO : Epoch 1994 | loss: 0.0312346 | val_loss: 0.0312399 | Time: 1646.63 ms [2021-09-27 15:00:25 main:574] : INFO : Epoch 1995 | loss: 0.0312345 | val_loss: 0.0312395 | Time: 1680.58 ms [2021-09-27 15:00:27 main:574] : INFO : Epoch 1996 | loss: 0.0312348 | val_loss: 0.0312393 | Time: 1632.54 ms [2021-09-27 15:00:29 main:574] : INFO : Epoch 1997 | loss: 0.0312349 | val_loss: 0.0312391 | Time: 1663.91 ms [2021-09-27 15:00:30 main:574] : INFO : Epoch 1998 | loss: 0.0312341 | val_loss: 0.0312385 | Time: 1657.35 ms [2021-09-27 15:00:32 main:574] : INFO : Epoch 1999 | loss: 0.0312345 | val_loss: 0.0312385 | Time: 1666.61 ms [2021-09-27 15:00:34 main:574] : INFO : Epoch 2000 | loss: 0.0312351 | val_loss: 0.0312393 | Time: 1681.65 ms [2021-09-27 15:00:35 main:574] : INFO : Epoch 2001 | loss: 0.0312343 | val_loss: 0.0312399 | Time: 1657.55 ms [2021-09-27 15:00:37 main:574] : INFO : Epoch 2002 | loss: 0.0312344 | val_loss: 0.031239 | Time: 1662.51 ms [2021-09-27 15:00:39 main:574] : INFO : Epoch 2003 | loss: 0.0312343 | val_loss: 0.0312381 | Time: 1646.05 ms [2021-09-27 15:00:40 main:574] : INFO : Epoch 2004 | loss: 0.0312347 | val_loss: 0.0312407 | Time: 1651.24 ms [2021-09-27 15:00:42 main:574] : INFO : Epoch 2005 | loss: 0.0312348 | val_loss: 0.0312392 | Time: 1665.47 ms [2021-09-27 15:00:44 main:574] : INFO : Epoch 2006 | loss: 0.0312352 | val_loss: 0.03124 | Time: 1688.7 ms [2021-09-27 15:00:45 main:574] : INFO : Epoch 2007 | loss: 0.031236 | val_loss: 0.03124 | Time: 1652.71 ms [2021-09-27 15:00:47 main:574] : INFO : Epoch 2008 | loss: 0.0312366 | val_loss: 0.0312407 | Time: 1659.59 ms [2021-09-27 15:00:49 main:574] : INFO : Epoch 2009 | loss: 0.0312349 | val_loss: 0.0312388 | Time: 1673.3 ms [2021-09-27 15:00:50 main:574] : INFO : Epoch 2010 | loss: 0.0312345 | val_loss: 0.0312393 | Time: 1656.39 ms [2021-09-27 15:00:52 main:574] : INFO : Epoch 2011 | loss: 0.031235 | val_loss: 0.0312387 | Time: 1677.24 ms [2021-09-27 15:00:54 main:574] : INFO : Epoch 2012 | loss: 0.0312348 | val_loss: 0.0312408 | Time: 1680.4 ms [2021-09-27 15:00:55 main:574] : INFO : Epoch 2013 | loss: 0.0312358 | val_loss: 0.0312402 | Time: 1684.52 ms [2021-09-27 15:00:57 main:574] : INFO : Epoch 2014 | loss: 0.0312353 | val_loss: 0.0312383 | Time: 1641.39 ms [2021-09-27 15:00:59 main:574] : INFO : Epoch 2015 | loss: 0.031235 | val_loss: 0.0312404 | Time: 1657.49 ms [2021-09-27 15:01:00 main:574] : INFO : Epoch 2016 | loss: 0.0312358 | val_loss: 0.0312401 | Time: 1684.42 ms [2021-09-27 15:01:02 main:574] : INFO : Epoch 2017 | loss: 0.031237 | val_loss: 0.0312391 | Time: 1646.19 ms [2021-09-27 15:01:04 main:574] : INFO : Epoch 2018 | loss: 0.0312353 | val_loss: 0.0312392 | Time: 1666.18 ms [2021-09-27 15:01:05 main:574] : INFO : Epoch 2019 | loss: 0.0312342 | val_loss: 0.0312388 | Time: 1664.65 ms [2021-09-27 15:01:07 main:574] : INFO : Epoch 2020 | loss: 0.0312346 | val_loss: 0.0312408 | Time: 1659.22 ms [2021-09-27 15:01:09 main:574] : INFO : Epoch 2021 | loss: 0.0312349 | val_loss: 0.0312398 | Time: 1686.82 ms [2021-09-27 15:01:10 main:574] : INFO : Epoch 2022 | loss: 0.0312348 | val_loss: 0.0312385 | Time: 1684.92 ms [2021-09-27 15:01:12 main:574] : INFO : Epoch 2023 | loss: 0.0312345 | val_loss: 0.0312389 | Time: 1679.43 ms [2021-09-27 15:01:14 main:574] : INFO : Epoch 2024 | loss: 0.0312343 | val_loss: 0.0312384 | Time: 1658.68 ms [2021-09-27 15:01:15 main:574] : INFO : Epoch 2025 | loss: 0.0312343 | val_loss: 0.0312389 | Time: 1685.98 ms [2021-09-27 15:01:17 main:574] : INFO : Epoch 2026 | loss: 0.0312345 | val_loss: 0.0312382 | Time: 1633.09 ms [2021-09-27 15:01:19 main:574] : INFO : Epoch 2027 | loss: 0.0312343 | val_loss: 0.0312385 | Time: 1657.27 ms [2021-09-27 15:01:20 main:574] : INFO : Epoch 2028 | loss: 0.0312342 | val_loss: 0.0312388 | Time: 1643.04 ms [2021-09-27 15:01:22 main:574] : INFO : Epoch 2029 | loss: 0.0312347 | val_loss: 0.0312396 | Time: 1647.83 ms [2021-09-27 15:01:24 main:574] : INFO : Epoch 2030 | loss: 0.0312348 | val_loss: 0.0312397 | Time: 1662.24 ms [2021-09-27 15:01:25 main:574] : INFO : Epoch 2031 | loss: 0.0312343 | val_loss: 0.0312385 | Time: 1654.95 ms [2021-09-27 15:01:27 main:574] : INFO : Epoch 2032 | loss: 0.0312342 | val_loss: 0.0312388 | Time: 1676.96 ms [2021-09-27 15:01:29 main:574] : INFO : Epoch 2033 | loss: 0.0312344 | val_loss: 0.0312384 | Time: 1650.97 ms [2021-09-27 15:01:30 main:574] : INFO : Epoch 2034 | loss: 0.0312344 | val_loss: 0.0312399 | Time: 1638.08 ms [2021-09-27 15:01:32 main:574] : INFO : Epoch 2035 | loss: 0.0312354 | val_loss: 0.03124 | Time: 1650.63 ms [2021-09-27 15:01:34 main:574] : INFO : Epoch 2036 | loss: 0.031235 | val_loss: 0.0312396 | Time: 1678.48 ms [2021-09-27 15:01:35 main:574] : INFO : Epoch 2037 | loss: 0.0312347 | val_loss: 0.0312387 | Time: 1663.73 ms [2021-09-27 15:01:37 main:574] : INFO : Epoch 2038 | loss: 0.0312343 | val_loss: 0.0312389 | Time: 1675.11 ms [2021-09-27 15:01:39 main:574] : INFO : Epoch 2039 | loss: 0.0312342 | val_loss: 0.0312384 | Time: 1659.77 ms [2021-09-27 15:01:40 main:574] : INFO : Epoch 2040 | loss: 0.0312341 | val_loss: 0.0312391 | Time: 1659.6 ms [2021-09-27 15:01:42 main:574] : INFO : Epoch 2041 | loss: 0.0312347 | val_loss: 0.0312404 | Time: 1679.05 ms [2021-09-27 15:01:44 main:574] : INFO : Epoch 2042 | loss: 0.0312353 | val_loss: 0.0312385 | Time: 1659.1 ms [2021-09-27 15:01:45 main:574] : INFO : Epoch 2043 | loss: 0.0312343 | val_loss: 0.0312395 | Time: 1639.23 ms [2021-09-27 15:01:47 main:574] : INFO : Epoch 2044 | loss: 0.0312343 | val_loss: 0.0312386 | Time: 1640.84 ms [2021-09-27 15:01:49 main:574] : INFO : Epoch 2045 | loss: 0.0312339 | val_loss: 0.0312388 | Time: 1633.31 ms [2021-09-27 15:01:50 main:574] : INFO : Epoch 2046 | loss: 0.0312344 | val_loss: 0.0312394 | Time: 1638.64 ms [2021-09-27 15:01:52 main:574] : INFO : Epoch 2047 | loss: 0.0312346 | val_loss: 0.0312406 | Time: 1641.28 ms [2021-09-27 15:01:54 main:574] : INFO : Epoch 2048 | loss: 0.0312344 | val_loss: 0.0312397 | Time: 1633.71 ms [2021-09-27 15:01:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312397 [2021-09-27 15:01:54 main:603] : INFO : Saving end state to config to file [2021-09-27 15:01:54 main:608] : INFO : Success, exiting.. 15:01:54 (13012): 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)