Task 5241138
| Name | ParityMachine-1619583376-5298-3_0 |
| Workunit | 3154949 |
| Created | 27 May 2021, 0:36:38 UTC |
| Sent | 29 May 2021, 15:56:37 UTC |
| Report deadline | 5 Jun 2021, 15:56:37 UTC |
| Received | 30 May 2021, 5:51:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 34 sec |
| CPU time | 55 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,233.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311203 | val_loss: 0.0311534 | Time: 1625.17 ms [2021-05-30 01:37:10 main:581] : INFO : Epoch 1539 | loss: 0.0311221 | val_loss: 0.0311597 | Time: 1624.49 ms [2021-05-30 01:37:12 main:581] : INFO : Epoch 1540 | loss: 0.0311243 | val_loss: 0.0311609 | Time: 1631.5 ms [2021-05-30 01:37:13 main:581] : INFO : Epoch 1541 | loss: 0.0311234 | val_loss: 0.0311567 | Time: 1629.59 ms [2021-05-30 01:37:15 main:581] : INFO : Epoch 1542 | loss: 0.0311215 | val_loss: 0.0311552 | Time: 1613.64 ms [2021-05-30 01:37:17 main:581] : INFO : Epoch 1543 | loss: 0.0311231 | val_loss: 0.0311604 | Time: 1622.79 ms [2021-05-30 01:37:18 main:581] : INFO : Epoch 1544 | loss: 0.0311201 | val_loss: 0.0311506 | Time: 1620.72 ms [2021-05-30 01:37:20 main:581] : INFO : Epoch 1545 | loss: 0.0311216 | val_loss: 0.03116 | Time: 1617.28 ms [2021-05-30 01:37:21 main:581] : INFO : Epoch 1546 | loss: 0.0311191 | val_loss: 0.0311526 | Time: 1615.56 ms [2021-05-30 01:37:23 main:581] : INFO : Epoch 1547 | loss: 0.0311189 | val_loss: 0.0311545 | Time: 1626.6 ms [2021-05-30 01:37:25 main:581] : INFO : Epoch 1548 | loss: 0.0311194 | val_loss: 0.0311555 | Time: 1619.68 ms [2021-05-30 01:37:26 main:581] : INFO : Epoch 1549 | loss: 0.0311193 | val_loss: 0.0311555 | Time: 1620.74 ms [2021-05-30 01:37:28 main:581] : INFO : Epoch 1550 | loss: 0.0311181 | val_loss: 0.0311543 | Time: 1621.36 ms [2021-05-30 01:37:30 main:581] : INFO : Epoch 1551 | loss: 0.0311185 | val_loss: 0.0311615 | Time: 1628.57 ms [2021-05-30 01:37:31 main:581] : INFO : Epoch 1552 | loss: 0.0311206 | val_loss: 0.0311541 | Time: 1623.59 ms [2021-05-30 01:37:33 main:581] : INFO : Epoch 1553 | loss: 0.0311192 | val_loss: 0.0311552 | Time: 1632.58 ms [2021-05-30 01:37:34 main:581] : INFO : Epoch 1554 | loss: 0.0311217 | val_loss: 0.0311575 | Time: 1644.68 ms [2021-05-30 01:37:36 main:581] : INFO : Epoch 1555 | loss: 0.0311227 | val_loss: 0.0311529 | Time: 1620.11 ms [2021-05-30 01:37:38 main:581] : INFO : Epoch 1556 | loss: 0.0311229 | val_loss: 0.031156 | Time: 1613.2 ms [2021-05-30 01:37:39 main:581] : INFO : Epoch 1557 | loss: 0.0311223 | val_loss: 0.0311624 | Time: 1628.65 ms [2021-05-30 01:37:41 main:581] : INFO : Epoch 1558 | loss: 0.031121 | val_loss: 0.0311581 | Time: 1611.03 ms [2021-05-30 01:37:43 main:581] : INFO : Epoch 1559 | loss: 0.0311184 | val_loss: 0.0311594 | Time: 1621.72 ms [2021-05-30 01:37:44 main:581] : INFO : Epoch 1560 | loss: 0.03112 | val_loss: 0.0311526 | Time: 1628.12 ms [2021-05-30 01:37:46 main:581] : INFO : Epoch 1561 | loss: 0.0311171 | val_loss: 0.0311562 | Time: 1627.14 ms [2021-05-30 01:37:47 main:581] : INFO : Epoch 1562 | loss: 0.0311193 | val_loss: 0.0311584 | Time: 1624.19 ms [2021-05-30 01:37:49 main:581] : INFO : Epoch 1563 | loss: 0.0311249 | val_loss: 0.0311568 | Time: 1629.78 ms [2021-05-30 01:37:51 main:581] : INFO : Epoch 1564 | loss: 0.0311237 | val_loss: 0.03116 | Time: 1619.91 ms [2021-05-30 01:37:52 main:581] : INFO : Epoch 1565 | loss: 0.0311223 | val_loss: 0.0311537 | Time: 1618.93 ms [2021-05-30 01:37:54 main:581] : INFO : Epoch 1566 | loss: 0.0311198 | val_loss: 0.0311552 | Time: 1633.68 ms [2021-05-30 01:37:56 main:581] : INFO : Epoch 1567 | loss: 0.0311218 | val_loss: 0.031158 | Time: 1633.46 ms [2021-05-30 01:37:57 main:581] : INFO : Epoch 1568 | loss: 0.0311241 | val_loss: 0.031156 | Time: 1623.63 ms [2021-05-30 01:37:59 main:581] : INFO : Epoch 1569 | loss: 0.0311234 | val_loss: 0.0311537 | Time: 1627.94 ms [2021-05-30 01:38:00 main:581] : INFO : Epoch 1570 | loss: 0.0311207 | val_loss: 0.0311559 | Time: 1625.88 ms [2021-05-30 01:38:02 main:581] : INFO : Epoch 1571 | loss: 0.0311215 | val_loss: 0.0311598 | Time: 1617.77 ms [2021-05-30 01:38:04 main:581] : INFO : Epoch 1572 | loss: 0.0311217 | val_loss: 0.0311519 | Time: 1621.3 ms [2021-05-30 01:38:05 main:581] : INFO : Epoch 1573 | loss: 0.0311215 | val_loss: 0.031153 | Time: 1621.54 ms [2021-05-30 01:38:07 main:581] : INFO : Epoch 1574 | loss: 0.0311225 | val_loss: 0.0311584 | Time: 1636.39 ms [2021-05-30 01:38:09 main:581] : INFO : Epoch 1575 | loss: 0.0311212 | val_loss: 0.031159 | Time: 1629.87 ms [2021-05-30 01:38:10 main:581] : INFO : Epoch 1576 | loss: 0.0311198 | val_loss: 0.0311544 | Time: 1624.32 ms [2021-05-30 01:38:12 main:581] : INFO : Epoch 1577 | loss: 0.03112 | val_loss: 0.0311506 | Time: 1627.86 ms [2021-05-30 01:38:13 main:581] : INFO : Epoch 1578 | loss: 0.0311226 | val_loss: 0.0311542 | Time: 1618.04 ms [2021-05-30 01:38:15 main:581] : INFO : Epoch 1579 | loss: 0.0311237 | val_loss: 0.0311539 | Time: 1621.37 ms [2021-05-30 01:38:17 main:581] : INFO : Epoch 1580 | loss: 0.0311319 | val_loss: 0.0311513 | Time: 1627.16 ms [2021-05-30 01:38:18 main:581] : INFO : Epoch 1581 | loss: 0.0311303 | val_loss: 0.0311582 | Time: 1621.29 ms [2021-05-30 01:38:20 main:581] : INFO : Epoch 1582 | loss: 0.0311264 | val_loss: 0.0311562 | Time: 1628 ms [2021-05-30 01:38:22 main:581] : INFO : Epoch 1583 | loss: 0.0311261 | val_loss: 0.0311573 | Time: 1633.31 ms [2021-05-30 01:38:23 main:581] : INFO : Epoch 1584 | loss: 0.0311303 | val_loss: 0.0311563 | Time: 1608.71 ms [2021-05-30 01:38:25 main:581] : INFO : Epoch 1585 | loss: 0.0311277 | val_loss: 0.0311542 | Time: 1612.68 ms [2021-05-30 01:38:26 main:581] : INFO : Epoch 1586 | loss: 0.0311284 | val_loss: 0.0311568 | Time: 1627.05 ms [2021-05-30 01:38:28 main:581] : INFO : Epoch 1587 | loss: 0.0311332 | val_loss: 0.0311636 | Time: 1620.96 ms [2021-05-30 01:38:30 main:581] : INFO : Epoch 1588 | loss: 0.0311396 | val_loss: 0.0311563 | Time: 1616.9 ms [2021-05-30 01:38:31 main:581] : INFO : Epoch 1589 | loss: 0.0311315 | val_loss: 0.0311587 | Time: 1615.95 ms [2021-05-30 01:38:33 main:581] : INFO : Epoch 1590 | loss: 0.0311297 | val_loss: 0.0311607 | Time: 1620.37 ms [2021-05-30 01:38:35 main:581] : INFO : Epoch 1591 | loss: 0.0311306 | val_loss: 0.0311641 | Time: 1637.76 ms [2021-05-30 01:38:36 main:581] : INFO : Epoch 1592 | loss: 0.0311353 | val_loss: 0.0311712 | Time: 1638.16 ms [2021-05-30 01:38:38 main:581] : INFO : Epoch 1593 | loss: 0.031159 | val_loss: 0.0311749 | Time: 1621.39 ms [2021-05-30 01:38:39 main:581] : INFO : Epoch 1594 | loss: 0.031176 | val_loss: 0.0311898 | Time: 1618.32 ms [2021-05-30 01:38:41 main:581] : INFO : Epoch 1595 | loss: 0.0311729 | val_loss: 0.0311772 | Time: 1620.3 ms [2021-05-30 01:38:43 main:581] : INFO : Epoch 1596 | loss: 0.0311632 | val_loss: 0.0311739 | Time: 1635.08 ms [2021-05-30 01:38:44 main:581] : INFO : Epoch 1597 | loss: 0.0311613 | val_loss: 0.0311702 | Time: 1623.45 ms [2021-05-30 01:38:46 main:581] : INFO : Epoch 1598 | loss: 0.0311591 | val_loss: 0.0311652 | Time: 1623.62 ms [2021-05-30 01:38:48 main:581] : INFO : Epoch 1599 | loss: 0.0311547 | val_loss: 0.0311621 | Time: 1628.77 ms [2021-05-30 01:38:49 main:581] : INFO : Epoch 1600 | loss: 0.0311533 | val_loss: 0.0311657 | Time: 1637.27 ms [2021-05-30 01:38:51 main:581] : INFO : Epoch 1601 | loss: 0.0311517 | val_loss: 0.0311631 | Time: 1637.37 ms [2021-05-30 01:38:52 main:581] : INFO : Epoch 1602 | loss: 0.0311488 | val_loss: 0.0311631 | Time: 1635.78 ms [2021-05-30 01:38:54 main:581] : INFO : Epoch 1603 | loss: 0.0311464 | val_loss: 0.0311657 | Time: 1639.22 ms [2021-05-30 01:38:56 main:581] : INFO : Epoch 1604 | loss: 0.0311475 | val_loss: 0.0311672 | Time: 1626.4 ms [2021-05-30 01:38:57 main:581] : INFO : Epoch 1605 | loss: 0.0311476 | val_loss: 0.0311695 | Time: 1642.55 ms [2021-05-30 01:38:59 main:581] : INFO : Epoch 1606 | loss: 0.031147 | val_loss: 0.0311691 | Time: 1643.25 ms [2021-05-30 01:39:01 main:581] : INFO : Epoch 1607 | loss: 0.0311461 | val_loss: 0.0311698 | Time: 1648.72 ms [2021-05-30 01:39:02 main:581] : INFO : Epoch 1608 | loss: 0.0311454 | val_loss: 0.0311679 | Time: 1630.17 ms [2021-05-30 01:39:04 main:581] : INFO : Epoch 1609 | loss: 0.0311434 | val_loss: 0.0311697 | Time: 1627.13 ms [2021-05-30 01:39:06 main:581] : INFO : Epoch 1610 | loss: 0.0311446 | val_loss: 0.0311709 | Time: 1624.78 ms [2021-05-30 01:39:07 main:581] : INFO : Epoch 1611 | loss: 0.0311483 | val_loss: 0.0311633 | Time: 1630.44 ms [2021-05-30 01:39:09 main:581] : INFO : Epoch 1612 | loss: 0.031144 | val_loss: 0.0311597 | Time: 1633.99 ms [2021-05-30 01:39:10 main:581] : INFO : Epoch 1613 | loss: 0.0311441 | val_loss: 0.031162 | Time: 1636.39 ms [2021-05-30 01:39:12 main:581] : INFO : Epoch 1614 | loss: 0.0311461 | val_loss: 0.0311665 | Time: 1642.48 ms [2021-05-30 01:39:14 main:581] : INFO : Epoch 1615 | loss: 0.0311445 | val_loss: 0.031169 | Time: 1640.89 ms [2021-05-30 01:39:15 main:581] : INFO : Epoch 1616 | loss: 0.0311467 | val_loss: 0.0311686 | Time: 1641.8 ms [2021-05-30 01:39:17 main:581] : INFO : Epoch 1617 | loss: 0.0311451 | val_loss: 0.0311597 | Time: 1627.51 ms [2021-05-30 01:39:19 main:581] : INFO : Epoch 1618 | loss: 0.0311446 | val_loss: 0.0311622 | Time: 1632.08 ms [2021-05-30 01:39:20 main:581] : INFO : Epoch 1619 | loss: 0.0311423 | val_loss: 0.0311584 | Time: 1631.59 ms [2021-05-30 01:39:22 main:581] : INFO : Epoch 1620 | loss: 0.0311406 | val_loss: 0.0311603 | Time: 1624.36 ms [2021-05-30 01:39:24 main:581] : INFO : Epoch 1621 | loss: 0.0311413 | val_loss: 0.0311657 | Time: 1630.82 ms [2021-05-30 01:39:25 main:581] : INFO : Epoch 1622 | loss: 0.0311397 | val_loss: 0.0311574 | Time: 1628.56 ms [2021-05-30 01:39:27 main:581] : INFO : Epoch 1623 | loss: 0.0311386 | val_loss: 0.0311597 | Time: 1632.09 ms [2021-05-30 01:39:28 main:581] : INFO : Epoch 1624 | loss: 0.0311379 | val_loss: 0.0311569 | Time: 1637.73 ms [2021-05-30 01:39:30 main:581] : INFO : Epoch 1625 | loss: 0.0311396 | val_loss: 0.0311626 | Time: 1634.66 ms [2021-05-30 01:39:32 main:581] : INFO : Epoch 1626 | loss: 0.0311387 | val_loss: 0.0311562 | Time: 1626.79 ms [2021-05-30 01:39:33 main:581] : INFO : Epoch 1627 | loss: 0.031138 | val_loss: 0.0311609 | Time: 1629.68 ms [2021-05-30 01:39:35 main:581] : INFO : Epoch 1628 | loss: 0.0311374 | val_loss: 0.0311564 | Time: 1622.66 ms [2021-05-30 01:39:37 main:581] : INFO : Epoch 1629 | loss: 0.031138 | val_loss: 0.0311587 | Time: 1609.9 ms [2021-05-30 01:39:38 main:581] : INFO : Epoch 1630 | loss: 0.031138 | val_loss: 0.0311574 | Time: 1639.27 ms [2021-05-30 01:39:40 main:581] : INFO : Epoch 1631 | loss: 0.0311396 | val_loss: 0.0311641 | Time: 1642.38 ms [2021-05-30 01:39:41 main:581] : INFO : Epoch 1632 | loss: 0.0311397 | val_loss: 0.0311653 | Time: 1644.94 ms [2021-05-30 01:39:43 main:581] : INFO : Epoch 1633 | loss: 0.0311498 | val_loss: 0.0311624 | Time: 1623.87 ms [2021-05-30 01:39:45 main:581] : INFO : Epoch 1634 | loss: 0.0311479 | val_loss: 0.0311655 | Time: 1627.62 ms [2021-05-30 01:39:46 main:581] : INFO : Epoch 1635 | loss: 0.0311484 | val_loss: 0.0311571 | Time: 1631.03 ms [2021-05-30 01:39:48 main:581] : INFO : Epoch 1636 | loss: 0.0311458 | val_loss: 0.0311731 | Time: 1628.49 ms [2021-05-30 01:39:50 main:581] : INFO : Epoch 1637 | loss: 0.0311448 | val_loss: 0.0311574 | Time: 1621.2 ms [2021-05-30 01:39:51 main:581] : INFO : Epoch 1638 | loss: 0.0311362 | val_loss: 0.0311546 | Time: 1625.09 ms [2021-05-30 01:39:53 main:581] : INFO : Epoch 1639 | loss: 0.0311358 | val_loss: 0.031156 | Time: 1647.02 ms [2021-05-30 01:39:54 main:581] : INFO : Epoch 1640 | loss: 0.0311343 | val_loss: 0.0311529 | Time: 1630.57 ms [2021-05-30 01:39:56 main:581] : INFO : Epoch 1641 | loss: 0.0311347 | val_loss: 0.0311599 | Time: 1631.95 ms [2021-05-30 01:39:58 main:581] : INFO : Epoch 1642 | loss: 0.0311386 | val_loss: 0.0311619 | Time: 1632.79 ms [2021-05-30 01:39:59 main:581] : INFO : Epoch 1643 | loss: 0.0311364 | val_loss: 0.0311614 | Time: 1609.59 ms [2021-05-30 01:40:01 main:581] : INFO : Epoch 1644 | loss: 0.0311383 | val_loss: 0.0311622 | Time: 1630.34 ms [2021-05-30 01:40:03 main:581] : INFO : Epoch 1645 | loss: 0.0311417 | val_loss: 0.0311647 | Time: 1630.04 ms [2021-05-30 01:40:04 main:581] : INFO : Epoch 1646 | loss: 0.0311371 | val_loss: 0.0311665 | Time: 1630.35 ms [2021-05-30 01:40:06 main:581] : INFO : Epoch 1647 | loss: 0.0311336 | val_loss: 0.0311588 | Time: 1635.88 ms [2021-05-30 01:40:08 main:581] : INFO : Epoch 1648 | loss: 0.0311342 | val_loss: 0.0311592 | Time: 1630.12 ms [2021-05-30 01:40:09 main:581] : INFO : Epoch 1649 | loss: 0.0311343 | val_loss: 0.0311565 | Time: 1620.16 ms [2021-05-30 01:40:11 main:581] : INFO : Epoch 1650 | loss: 0.0311327 | val_loss: 0.0311543 | Time: 1628.92 ms [2021-05-30 01:40:12 main:581] : INFO : Epoch 1651 | loss: 0.0311322 | val_loss: 0.0311571 | Time: 1630.58 ms [2021-05-30 01:40:14 main:581] : INFO : Epoch 1652 | loss: 0.0311312 | val_loss: 0.03116 | Time: 1642.57 ms [2021-05-30 01:40:16 main:581] : INFO : Epoch 1653 | loss: 0.0311334 | val_loss: 0.0311564 | Time: 1644.66 ms [2021-05-30 01:40:17 main:581] : INFO : Epoch 1654 | loss: 0.0311309 | val_loss: 0.0311543 | Time: 1642.68 ms [2021-05-30 01:40:19 main:581] : INFO : Epoch 1655 | loss: 0.0311303 | val_loss: 0.0311576 | Time: 1605.43 ms [2021-05-30 01:40:21 main:581] : INFO : Epoch 1656 | loss: 0.03113 | val_loss: 0.0311565 | Time: 1620.84 ms [2021-05-30 01:40:22 main:581] : INFO : Epoch 1657 | loss: 0.0311362 | val_loss: 0.0311565 | Time: 1626.55 ms [2021-05-30 01:40:24 main:581] : INFO : Epoch 1658 | loss: 0.0311322 | val_loss: 0.0311575 | Time: 1622.08 ms [2021-05-30 01:40:25 main:581] : INFO : Epoch 1659 | loss: 0.0311308 | val_loss: 0.0311569 | Time: 1625.35 ms [2021-05-30 01:40:27 main:581] : INFO : Epoch 1660 | loss: 0.0311292 | val_loss: 0.0311562 | Time: 1624.06 ms [2021-05-30 01:40:29 main:581] : INFO : Epoch 1661 | loss: 0.0311319 | val_loss: 0.0311552 | Time: 1623.67 ms [2021-05-30 01:40:30 main:581] : INFO : Epoch 1662 | loss: 0.0311284 | val_loss: 0.0311528 | Time: 1626.78 ms [2021-05-30 01:40:32 main:581] : INFO : Epoch 1663 | loss: 0.0311285 | val_loss: 0.0311549 | Time: 1633.17 ms [2021-05-30 01:40:34 main:581] : INFO : Epoch 1664 | loss: 0.0311333 | val_loss: 0.031155 | Time: 1618.06 ms [2021-05-30 01:40:35 main:581] : INFO : Epoch 1665 | loss: 0.0311298 | val_loss: 0.0311522 | Time: 1633.05 ms [2021-05-30 01:40:37 main:581] : INFO : Epoch 1666 | loss: 0.0311278 | val_loss: 0.0311565 | Time: 1634.64 ms [2021-05-30 01:40:38 main:581] : INFO : Epoch 1667 | loss: 0.0311274 | val_loss: 0.0311521 | Time: 1624.58 ms [2021-05-30 01:40:40 main:581] : INFO : Epoch 1668 | loss: 0.0311269 | val_loss: 0.0311498 | Time: 1634.84 ms [2021-05-30 01:40:42 main:581] : INFO : Epoch 1669 | loss: 0.0311263 | val_loss: 0.0311584 | Time: 1637.07 ms [2021-05-30 01:40:43 main:581] : INFO : Epoch 1670 | loss: 0.0311291 | val_loss: 0.0311582 | Time: 1633.85 ms [2021-05-30 01:40:45 main:581] : INFO : Epoch 1671 | loss: 0.0311343 | val_loss: 0.0311577 | Time: 1617.82 ms [2021-05-30 01:40:47 main:581] : INFO : Epoch 1672 | loss: 0.0311338 | val_loss: 0.0311541 | Time: 1631.61 ms [2021-05-30 01:40:48 main:581] : INFO : Epoch 1673 | loss: 0.0311299 | val_loss: 0.0311512 | Time: 1620.58 ms [2021-05-30 01:40:50 main:581] : INFO : Epoch 1674 | loss: 0.031129 | val_loss: 0.0311597 | Time: 1635.15 ms [2021-05-30 01:40:51 main:581] : INFO : Epoch 1675 | loss: 0.0311324 | val_loss: 0.0311559 | Time: 1611.61 ms [2021-05-30 01:40:53 main:581] : INFO : Epoch 1676 | loss: 0.0311309 | val_loss: 0.0311531 | Time: 1626.8 ms [2021-05-30 01:40:55 main:581] : INFO : Epoch 1677 | loss: 0.0311289 | val_loss: 0.0311524 | Time: 1615.76 ms [2021-05-30 01:40:56 main:581] : INFO : Epoch 1678 | loss: 0.0311291 | val_loss: 0.0311537 | Time: 1618.72 ms [2021-05-30 01:40:58 main:581] : INFO : Epoch 1679 | loss: 0.0311309 | val_loss: 0.0311549 | Time: 1614.8 ms [2021-05-30 01:41:00 main:581] : INFO : Epoch 1680 | loss: 0.0311301 | val_loss: 0.0311551 | Time: 1624.79 ms [2021-05-30 01:41:01 main:581] : INFO : Epoch 1681 | loss: 0.0311285 | val_loss: 0.0311545 | Time: 1624.92 ms [2021-05-30 01:41:03 main:581] : INFO : Epoch 1682 | loss: 0.0311284 | val_loss: 0.0311543 | Time: 1631.21 ms [2021-05-30 01:41:04 main:581] : INFO : Epoch 1683 | loss: 0.0311276 | val_loss: 0.0311587 | Time: 1632.65 ms [2021-05-30 01:41:06 main:581] : INFO : Epoch 1684 | loss: 0.0311337 | val_loss: 0.0311653 | Time: 1621.24 ms [2021-05-30 01:41:08 main:581] : INFO : Epoch 1685 | loss: 0.0311324 | val_loss: 0.0311538 | Time: 1628.01 ms [2021-05-30 01:41:09 main:581] : INFO : Epoch 1686 | loss: 0.0311293 | val_loss: 0.0311524 | Time: 1616.14 ms [2021-05-30 01:41:11 main:581] : INFO : Epoch 1687 | loss: 0.0311286 | val_loss: 0.031153 | Time: 1608.77 ms [2021-05-30 01:41:13 main:581] : INFO : Epoch 1688 | loss: 0.0311292 | val_loss: 0.0311519 | Time: 1613.34 ms [2021-05-30 01:41:14 main:581] : INFO : Epoch 1689 | loss: 0.0311291 | val_loss: 0.0311508 | Time: 1605.05 ms [2021-05-30 01:41:16 main:581] : INFO : Epoch 1690 | loss: 0.0311283 | val_loss: 0.0311527 | Time: 1616.2 ms [2021-05-30 01:41:17 main:581] : INFO : Epoch 1691 | loss: 0.0311285 | val_loss: 0.0311565 | Time: 1614.25 ms [2021-05-30 01:41:19 main:581] : INFO : Epoch 1692 | loss: 0.031127 | val_loss: 0.0311572 | Time: 1627.94 ms [2021-05-30 01:41:21 main:581] : INFO : Epoch 1693 | loss: 0.0311269 | val_loss: 0.0311565 | Time: 1625.32 ms [2021-05-30 01:41:22 main:581] : INFO : Epoch 1694 | loss: 0.0311288 | val_loss: 0.0311624 | Time: 1624.56 ms [2021-05-30 01:41:24 main:581] : INFO : Epoch 1695 | loss: 0.031127 | val_loss: 0.031153 | Time: 1625.92 ms [2021-05-30 01:41:26 main:581] : INFO : Epoch 1696 | loss: 0.031125 | val_loss: 0.031154 | Time: 1622.46 ms [2021-05-30 01:41:27 main:581] : INFO : Epoch 1697 | loss: 0.0311255 | val_loss: 0.0311577 | Time: 1625.2 ms [2021-05-30 01:41:29 main:581] : INFO : Epoch 1698 | loss: 0.031128 | val_loss: 0.0311553 | Time: 1626.12 ms [2021-05-30 01:41:30 main:581] : INFO : Epoch 1699 | loss: 0.0311259 | val_loss: 0.0311521 | Time: 1629.29 ms [2021-05-30 01:41:32 main:581] : INFO : Epoch 1700 | loss: 0.0311249 | val_loss: 0.0311531 | Time: 1627.53 ms [2021-05-30 01:41:34 main:581] : INFO : Epoch 1701 | loss: 0.0311244 | val_loss: 0.0311562 | Time: 1628.93 ms [2021-05-30 01:41:35 main:581] : INFO : Epoch 1702 | loss: 0.0311243 | val_loss: 0.0311627 | Time: 1635.72 ms [2021-05-30 01:41:37 main:581] : INFO : Epoch 1703 | loss: 0.0311254 | val_loss: 0.0311546 | Time: 1643.48 ms [2021-05-30 01:41:39 main:581] : INFO : Epoch 1704 | loss: 0.0311243 | val_loss: 0.0311538 | Time: 1627.6 ms [2021-05-30 01:41:40 main:581] : INFO : Epoch 1705 | loss: 0.0311267 | val_loss: 0.031152 | Time: 1622.19 ms [2021-05-30 01:41:42 main:581] : INFO : Epoch 1706 | loss: 0.0311251 | val_loss: 0.0311559 | Time: 1615.89 ms [2021-05-30 01:41:43 main:581] : INFO : Epoch 1707 | loss: 0.031126 | val_loss: 0.0311527 | Time: 1619.54 ms [2021-05-30 01:41:45 main:581] : INFO : Epoch 1708 | loss: 0.0311244 | val_loss: 0.0311562 | Time: 1618.37 ms [2021-05-30 01:41:47 main:581] : INFO : Epoch 1709 | loss: 0.0311259 | val_loss: 0.0311527 | Time: 1618.54 ms [2021-05-30 01:41:48 main:581] : INFO : Epoch 1710 | loss: 0.0311239 | val_loss: 0.0311552 | Time: 1625.05 ms [2021-05-30 01:41:50 main:581] : INFO : Epoch 1711 | loss: 0.0311233 | val_loss: 0.0311534 | Time: 1628.91 ms [2021-05-30 01:41:52 main:581] : INFO : Epoch 1712 | loss: 0.0311226 | val_loss: 0.0311557 | Time: 1631.83 ms [2021-05-30 01:41:53 main:581] : INFO : Epoch 1713 | loss: 0.0311219 | val_loss: 0.0311544 | Time: 1630.07 ms [2021-05-30 01:41:55 main:581] : INFO : Epoch 1714 | loss: 0.0311227 | val_loss: 0.0311548 | Time: 1634.21 ms [2021-05-30 01:41:56 main:581] : INFO : Epoch 1715 | loss: 0.0311215 | val_loss: 0.0311585 | Time: 1633.36 ms [2021-05-30 01:41:58 main:581] : INFO : Epoch 1716 | loss: 0.0311222 | val_loss: 0.0311539 | Time: 1618.99 ms [2021-05-30 01:42:00 main:581] : INFO : Epoch 1717 | loss: 0.0311212 | val_loss: 0.0311583 | Time: 1618.89 ms [2021-05-30 01:42:01 main:581] : INFO : Epoch 1718 | loss: 0.0311209 | val_loss: 0.0311579 | Time: 1611.36 ms [2021-05-30 01:42:03 main:581] : INFO : Epoch 1719 | loss: 0.0311219 | val_loss: 0.0311561 | Time: 1603.54 ms [2021-05-30 01:42:05 main:581] : INFO : Epoch 1720 | loss: 0.0311219 | val_loss: 0.0311584 | Time: 1611.69 ms [2021-05-30 01:42:06 main:581] : INFO : Epoch 1721 | loss: 0.0311225 | val_loss: 0.0311608 | Time: 1622.78 ms [2021-05-30 01:42:08 main:581] : INFO : Epoch 1722 | loss: 0.0311213 | val_loss: 0.0311605 | Time: 1634.48 ms [2021-05-30 01:42:09 main:581] : INFO : Epoch 1723 | loss: 0.0311205 | val_loss: 0.0311625 | Time: 1622.82 ms [2021-05-30 01:42:11 main:581] : INFO : Epoch 1724 | loss: 0.0311222 | val_loss: 0.0311653 | Time: 1631.42 ms [2021-05-30 01:42:13 main:581] : INFO : Epoch 1725 | loss: 0.0311266 | val_loss: 0.0311549 | Time: 1631.37 ms [2021-05-30 01:42:14 main:581] : INFO : Epoch 1726 | loss: 0.031122 | val_loss: 0.0311554 | Time: 1629.23 ms [2021-05-30 01:42:16 main:581] : INFO : Epoch 1727 | loss: 0.0311224 | val_loss: 0.0311583 | Time: 1613.4 ms [2021-05-30 01:42:18 main:581] : INFO : Epoch 1728 | loss: 0.0311222 | val_loss: 0.0311527 | Time: 1616.29 ms [2021-05-30 01:42:19 main:581] : INFO : Epoch 1729 | loss: 0.0311223 | val_loss: 0.0311578 | Time: 1621.55 ms [2021-05-30 01:42:21 main:581] : INFO : Epoch 1730 | loss: 0.0311216 | val_loss: 0.0311607 | Time: 1619.3 ms [2021-05-30 01:42:22 main:581] : INFO : Epoch 1731 | loss: 0.0311239 | val_loss: 0.0311622 | Time: 1614.9 ms [2021-05-30 01:42:24 main:581] : INFO : Epoch 1732 | loss: 0.0311242 | val_loss: 0.031157 | Time: 1631.36 ms [2021-05-30 01:42:26 main:581] : INFO : Epoch 1733 | loss: 0.0311235 | val_loss: 0.0311577 | Time: 1623.24 ms [2021-05-30 01:42:27 main:581] : INFO : Epoch 1734 | loss: 0.0311253 | val_loss: 0.0311559 | Time: 1606.9 ms [2021-05-30 01:42:29 main:581] : INFO : Epoch 1735 | loss: 0.0311226 | val_loss: 0.0311549 | Time: 1619.99 ms [2021-05-30 01:42:30 main:581] : INFO : Epoch 1736 | loss: 0.0311241 | val_loss: 0.0311554 | Time: 1616.63 ms [2021-05-30 01:42:32 main:581] : INFO : Epoch 1737 | loss: 0.0311217 | val_loss: 0.0311577 | Time: 1621.84 ms [2021-05-30 01:42:34 main:581] : INFO : Epoch 1738 | loss: 0.0311216 | val_loss: 0.0311539 | Time: 1624.49 ms [2021-05-30 01:42:35 main:581] : INFO : Epoch 1739 | loss: 0.031122 | val_loss: 0.0311561 | Time: 1609.18 ms [2021-05-30 01:42:37 main:581] : INFO : Epoch 1740 | loss: 0.0311224 | val_loss: 0.0311569 | Time: 1606.13 ms [2021-05-30 01:42:39 main:581] : INFO : Epoch 1741 | loss: 0.0311222 | val_loss: 0.031159 | Time: 1610.61 ms [2021-05-30 01:42:40 main:581] : INFO : Epoch 1742 | loss: 0.0311258 | val_loss: 0.0311593 | Time: 1626.5 ms [2021-05-30 01:42:42 main:581] : INFO : Epoch 1743 | loss: 0.031131 | val_loss: 0.03117 | Time: 1615.88 ms [2021-05-30 01:42:43 main:581] : INFO : Epoch 1744 | loss: 0.031135 | val_loss: 0.0311582 | Time: 1629.7 ms [2021-05-30 01:42:45 main:581] : INFO : Epoch 1745 | loss: 0.03113 | val_loss: 0.0311608 | Time: 1645.97 ms [2021-05-30 01:42:47 main:581] : INFO : Epoch 1746 | loss: 0.0311285 | val_loss: 0.0311567 | Time: 1644.38 ms [2021-05-30 01:42:48 main:581] : INFO : Epoch 1747 | loss: 0.031128 | val_loss: 0.0311565 | Time: 1647.41 ms [2021-05-30 01:42:50 main:581] : INFO : Epoch 1748 | loss: 0.0311261 | val_loss: 0.0311546 | Time: 1616.37 ms [2021-05-30 01:42:52 main:581] : INFO : Epoch 1749 | loss: 0.0311263 | val_loss: 0.0311608 | Time: 1638.83 ms [2021-05-30 01:42:53 main:581] : INFO : Epoch 1750 | loss: 0.0311264 | val_loss: 0.031157 | Time: 1635.37 ms [2021-05-30 01:42:55 main:581] : INFO : Epoch 1751 | loss: 0.0311269 | val_loss: 0.0311538 | Time: 1623.74 ms [2021-05-30 01:42:56 main:581] : INFO : Epoch 1752 | loss: 0.0311287 | val_loss: 0.0311586 | Time: 1612.8 ms [2021-05-30 01:42:58 main:581] : INFO : Epoch 1753 | loss: 0.0311253 | val_loss: 0.0311554 | Time: 1635.58 ms [2021-05-30 01:43:00 main:581] : INFO : Epoch 1754 | loss: 0.0311249 | val_loss: 0.0311557 | Time: 1629.93 ms [2021-05-30 01:43:01 main:581] : INFO : Epoch 1755 | loss: 0.0311248 | val_loss: 0.031156 | Time: 1616.84 ms [2021-05-30 01:43:03 main:581] : INFO : Epoch 1756 | loss: 0.0311268 | val_loss: 0.031154 | Time: 1633.46 ms [2021-05-30 01:43:05 main:581] : INFO : Epoch 1757 | loss: 0.0311283 | val_loss: 0.0311621 | Time: 1620.83 ms [2021-05-30 01:43:06 main:581] : INFO : Epoch 1758 | loss: 0.0311329 | val_loss: 0.031161 | Time: 1609.94 ms [2021-05-30 01:43:08 main:581] : INFO : Epoch 1759 | loss: 0.0311308 | val_loss: 0.0311609 | Time: 1604.76 ms [2021-05-30 01:43:09 main:581] : INFO : Epoch 1760 | loss: 0.0311272 | val_loss: 0.0311565 | Time: 1601.94 ms [2021-05-30 01:43:11 main:581] : INFO : Epoch 1761 | loss: 0.0311256 | val_loss: 0.0311585 | Time: 1601.02 ms [2021-05-30 01:43:13 main:581] : INFO : Epoch 1762 | loss: 0.0311281 | val_loss: 0.0311561 | Time: 1614.65 ms [2021-05-30 01:43:14 main:581] : INFO : Epoch 1763 | loss: 0.0311314 | val_loss: 0.0311546 | Time: 1614.31 ms [2021-05-30 01:43:16 main:581] : INFO : Epoch 1764 | loss: 0.0311267 | val_loss: 0.0311612 | Time: 1621.38 ms [2021-05-30 01:43:18 main:581] : INFO : Epoch 1765 | loss: 0.0311249 | val_loss: 0.031158 | Time: 1613.03 ms [2021-05-30 01:43:19 main:581] : INFO : Epoch 1766 | loss: 0.0311248 | val_loss: 0.0311542 | Time: 1614.73 ms [2021-05-30 01:43:21 main:581] : INFO : Epoch 1767 | loss: 0.031124 | val_loss: 0.0311586 | Time: 1622.3 ms [2021-05-30 01:43:22 main:581] : INFO : Epoch 1768 | loss: 0.0311252 | val_loss: 0.0311558 | Time: 1628.98 ms [2021-05-30 01:43:24 main:581] : INFO : Epoch 1769 | loss: 0.0311233 | val_loss: 0.0311569 | Time: 1624.4 ms [2021-05-30 01:43:26 main:581] : INFO : Epoch 1770 | loss: 0.0311231 | val_loss: 0.0311584 | Time: 1612.5 ms [2021-05-30 01:43:27 main:581] : INFO : Epoch 1771 | loss: 0.0311242 | val_loss: 0.03116 | Time: 1607.43 ms [2021-05-30 01:43:29 main:581] : INFO : Epoch 1772 | loss: 0.0311251 | val_loss: 0.0311557 | Time: 1608.49 ms [2021-05-30 01:43:30 main:581] : INFO : Epoch 1773 | loss: 0.0311266 | val_loss: 0.0311575 | Time: 1614.27 ms [2021-05-30 01:43:32 main:581] : INFO : Epoch 1774 | loss: 0.0311268 | val_loss: 0.0311597 | Time: 1624 ms [2021-05-30 01:43:34 main:581] : INFO : Epoch 1775 | loss: 0.0311261 | val_loss: 0.0311558 | Time: 1610.88 ms [2021-05-30 01:43:35 main:581] : INFO : Epoch 1776 | loss: 0.0311271 | val_loss: 0.031161 | Time: 1615.31 ms [2021-05-30 01:43:37 main:581] : INFO : Epoch 1777 | loss: 0.0311268 | val_loss: 0.0311583 | Time: 1634.2 ms [2021-05-30 01:43:39 main:581] : INFO : Epoch 1778 | loss: 0.0311241 | val_loss: 0.0311546 | Time: 1637.17 ms [2021-05-30 01:43:40 main:581] : INFO : Epoch 1779 | loss: 0.0311254 | val_loss: 0.0311562 | Time: 1639.95 ms [2021-05-30 01:43:42 main:581] : INFO : Epoch 1780 | loss: 0.0311243 | val_loss: 0.0311589 | Time: 1626.94 ms [2021-05-30 01:43:43 main:581] : INFO : Epoch 1781 | loss: 0.0311259 | val_loss: 0.0311552 | Time: 1603.58 ms [2021-05-30 01:43:45 main:581] : INFO : Epoch 1782 | loss: 0.0311271 | val_loss: 0.0311607 | Time: 1618.76 ms [2021-05-30 01:43:47 main:581] : INFO : Epoch 1783 | loss: 0.0311265 | val_loss: 0.0311628 | Time: 1609.64 ms [2021-05-30 01:43:48 main:581] : INFO : Epoch 1784 | loss: 0.0311267 | val_loss: 0.0311622 | Time: 1605.97 ms [2021-05-30 01:43:50 main:581] : INFO : Epoch 1785 | loss: 0.0311256 | val_loss: 0.0311616 | Time: 1613.66 ms [2021-05-30 01:43:51 main:581] : INFO : Epoch 1786 | loss: 0.0311249 | val_loss: 0.0311603 | Time: 1612.75 ms [2021-05-30 01:43:53 main:581] : INFO : Epoch 1787 | loss: 0.0311239 | val_loss: 0.0311616 | Time: 1622.63 ms [2021-05-30 01:43:55 main:581] : INFO : Epoch 1788 | loss: 0.0311263 | val_loss: 0.0311615 | Time: 1628.2 ms [2021-05-30 01:43:56 main:581] : INFO : Epoch 1789 | loss: 0.0311267 | val_loss: 0.0311636 | Time: 1613.49 ms [2021-05-30 01:43:58 main:581] : INFO : Epoch 1790 | loss: 0.0311246 | val_loss: 0.0311606 | Time: 1622.2 ms [2021-05-30 01:44:00 main:581] : INFO : Epoch 1791 | loss: 0.0311247 | val_loss: 0.0311585 | Time: 1625.5 ms [2021-05-30 01:44:01 main:581] : INFO : Epoch 1792 | loss: 0.0311244 | val_loss: 0.0311614 | Time: 1633.8 ms [2021-05-30 01:44:03 main:581] : INFO : Epoch 1793 | loss: 0.0311257 | val_loss: 0.0311691 | Time: 1644.37 ms [2021-05-30 01:44:05 main:581] : INFO : Epoch 1794 | loss: 0.0311284 | val_loss: 0.031166 | Time: 1633.49 ms [2021-05-30 01:44:06 main:581] : INFO : Epoch 1795 | loss: 0.031132 | val_loss: 0.0311644 | Time: 1622.08 ms [2021-05-30 01:44:08 main:581] : INFO : Epoch 1796 | loss: 0.0311292 | val_loss: 0.0311641 | Time: 1629.3 ms [2021-05-30 01:44:09 main:581] : INFO : Epoch 1797 | loss: 0.0311265 | val_loss: 0.0311583 | Time: 1618 ms [2021-05-30 01:44:11 main:581] : INFO : Epoch 1798 | loss: 0.0311239 | val_loss: 0.0311667 | Time: 1607.67 ms [2021-05-30 01:44:13 main:581] : INFO : Epoch 1799 | loss: 0.0311276 | val_loss: 0.0311599 | Time: 1611.46 ms [2021-05-30 01:44:14 main:581] : INFO : Epoch 1800 | loss: 0.0311311 | val_loss: 0.0311641 | Time: 1619.5 ms [2021-05-30 01:44:16 main:581] : INFO : Epoch 1801 | loss: 0.031127 | val_loss: 0.0311622 | Time: 1625.3 ms [2021-05-30 01:44:17 main:581] : INFO : Epoch 1802 | loss: 0.0311273 | val_loss: 0.0311637 | Time: 1645.07 ms [2021-05-30 01:44:19 main:581] : INFO : Epoch 1803 | loss: 0.0311291 | val_loss: 0.031163 | Time: 1630.79 ms [2021-05-30 01:44:21 main:581] : INFO : Epoch 1804 | loss: 0.0311319 | val_loss: 0.0311596 | Time: 1616.49 ms [2021-05-30 01:44:22 main:581] : INFO : Epoch 1805 | loss: 0.0311346 | val_loss: 0.0311609 | Time: 1620.52 ms [2021-05-30 01:44:24 main:581] : INFO : Epoch 1806 | loss: 0.0311355 | val_loss: 0.0311598 | Time: 1618.52 ms [2021-05-30 01:44:26 main:581] : INFO : Epoch 1807 | loss: 0.0311337 | val_loss: 0.0311571 | Time: 1620.56 ms [2021-05-30 01:44:27 main:581] : INFO : Epoch 1808 | loss: 0.0311318 | val_loss: 0.0311629 | Time: 1635.69 ms [2021-05-30 01:44:29 main:581] : INFO : Epoch 1809 | loss: 0.0311317 | val_loss: 0.0311584 | Time: 1638.55 ms [2021-05-30 01:44:31 main:581] : INFO : Epoch 1810 | loss: 0.0311304 | val_loss: 0.0311578 | Time: 1647.93 ms [2021-05-30 01:44:32 main:581] : INFO : Epoch 1811 | loss: 0.0311296 | val_loss: 0.0311647 | Time: 1643.74 ms [2021-05-30 01:44:34 main:581] : INFO : Epoch 1812 | loss: 0.0311294 | val_loss: 0.0311541 | Time: 1639.67 ms [2021-05-30 01:44:35 main:581] : INFO : Epoch 1813 | loss: 0.0311295 | val_loss: 0.0311563 | Time: 1631.89 ms [2021-05-30 01:44:37 main:581] : INFO : Epoch 1814 | loss: 0.0311277 | val_loss: 0.0311602 | Time: 1600.99 ms [2021-05-30 01:44:39 main:581] : INFO : Epoch 1815 | loss: 0.0311273 | val_loss: 0.031161 | Time: 1608.37 ms [2021-05-30 01:44:40 main:581] : INFO : Epoch 1816 | loss: 0.0311295 | val_loss: 0.0311609 | Time: 1609.97 ms [2021-05-30 01:44:42 main:581] : INFO : Epoch 1817 | loss: 0.0311292 | val_loss: 0.0311567 | Time: 1603.71 ms [2021-05-30 01:44:43 main:581] : INFO : Epoch 1818 | loss: 0.0311288 | val_loss: 0.0311581 | Time: 1610.45 ms [2021-05-30 01:44:45 main:581] : INFO : Epoch 1819 | loss: 0.031127 | val_loss: 0.0311575 | Time: 1613.06 ms [2021-05-30 01:44:47 main:581] : INFO : Epoch 1820 | loss: 0.0311258 | val_loss: 0.0311572 | Time: 1610.7 ms [2021-05-30 01:44:48 main:581] : INFO : Epoch 1821 | loss: 0.0311261 | val_loss: 0.0311575 | Time: 1607.36 ms [2021-05-30 01:44:50 main:581] : INFO : Epoch 1822 | loss: 0.0311268 | val_loss: 0.0311582 | Time: 1612.02 ms [2021-05-30 01:44:52 main:581] : INFO : Epoch 1823 | loss: 0.0311267 | val_loss: 0.0311568 | Time: 1608.95 ms [2021-05-30 01:44:53 main:581] : INFO : Epoch 1824 | loss: 0.031127 | val_loss: 0.0311629 | Time: 1606.26 ms [2021-05-30 01:44:55 main:581] : INFO : Epoch 1825 | loss: 0.0311264 | val_loss: 0.0311577 | Time: 1606.11 ms [2021-05-30 01:44:56 main:581] : INFO : Epoch 1826 | loss: 0.0311281 | val_loss: 0.0311603 | Time: 1612.52 ms [2021-05-30 01:44:58 main:581] : INFO : Epoch 1827 | loss: 0.0311255 | val_loss: 0.0311573 | Time: 1614.78 ms [2021-05-30 01:45:00 main:581] : INFO : Epoch 1828 | loss: 0.0311246 | val_loss: 0.0311594 | Time: 1621.49 ms [2021-05-30 01:45:01 main:581] : INFO : Epoch 1829 | loss: 0.0311287 | val_loss: 0.0311605 | Time: 1597.8 ms [2021-05-30 01:45:03 main:581] : INFO : Epoch 1830 | loss: 0.031129 | val_loss: 0.0311578 | Time: 1622.4 ms [2021-05-30 01:45:04 main:581] : INFO : Epoch 1831 | loss: 0.0311281 | val_loss: 0.0311557 | Time: 1611.5 ms [2021-05-30 01:45:06 main:581] : INFO : Epoch 1832 | loss: 0.0311263 | val_loss: 0.0311563 | Time: 1616.77 ms [2021-05-30 01:45:08 main:581] : INFO : Epoch 1833 | loss: 0.0311267 | val_loss: 0.0311595 | Time: 1628.18 ms [2021-05-30 01:45:09 main:581] : INFO : Epoch 1834 | loss: 0.0311295 | val_loss: 0.0311601 | Time: 1620.49 ms [2021-05-30 01:45:11 main:581] : INFO : Epoch 1835 | loss: 0.0311317 | val_loss: 0.0311622 | Time: 1629.87 ms [2021-05-30 01:45:13 main:581] : INFO : Epoch 1836 | loss: 0.0311292 | val_loss: 0.0311612 | Time: 1620.46 ms [2021-05-30 01:45:14 main:581] : INFO : Epoch 1837 | loss: 0.031128 | val_loss: 0.0311608 | Time: 1613.38 ms [2021-05-30 01:45:16 main:581] : INFO : Epoch 1838 | loss: 0.031129 | val_loss: 0.0311593 | Time: 1617.34 ms [2021-05-30 01:45:17 main:581] : INFO : Epoch 1839 | loss: 0.0311271 | val_loss: 0.0311592 | Time: 1620.23 ms [2021-05-30 01:45:19 main:581] : INFO : Epoch 1840 | loss: 0.0311251 | val_loss: 0.0311609 | Time: 1635.28 ms [2021-05-30 01:45:21 main:581] : INFO : Epoch 1841 | loss: 0.031124 | val_loss: 0.0311594 | Time: 1624.09 ms [2021-05-30 01:45:22 main:581] : INFO : Epoch 1842 | loss: 0.0311231 | val_loss: 0.0311609 | Time: 1618.86 ms [2021-05-30 01:45:24 main:581] : INFO : Epoch 1843 | loss: 0.031126 | val_loss: 0.0311588 | Time: 1623.84 ms [2021-05-30 01:45:26 main:581] : INFO : Epoch 1844 | loss: 0.0311245 | val_loss: 0.0311634 | Time: 1624.65 ms [2021-05-30 01:45:27 main:581] : INFO : Epoch 1845 | loss: 0.0311236 | val_loss: 0.0311601 | Time: 1616.55 ms [2021-05-30 01:45:29 main:581] : INFO : Epoch 1846 | loss: 0.0311228 | val_loss: 0.0311609 | Time: 1622.33 ms [2021-05-30 01:45:30 main:581] : INFO : Epoch 1847 | loss: 0.0311225 | val_loss: 0.0311616 | Time: 1622.48 ms [2021-05-30 01:45:32 main:581] : INFO : Epoch 1848 | loss: 0.0311222 | val_loss: 0.0311615 | Time: 1628.43 ms [2021-05-30 01:45:34 main:581] : INFO : Epoch 1849 | loss: 0.0311231 | val_loss: 0.0311593 | Time: 1621.49 ms [2021-05-30 01:45:35 main:581] : INFO : Epoch 1850 | loss: 0.0311236 | val_loss: 0.0311643 | Time: 1627.09 ms [2021-05-30 01:45:37 main:581] : INFO : Epoch 1851 | loss: 0.0311233 | val_loss: 0.0311581 | Time: 1630.22 ms [2021-05-30 01:45:39 main:581] : INFO : Epoch 1852 | loss: 0.031121 | val_loss: 0.031156 | Time: 1621.43 ms [2021-05-30 01:45:40 main:581] : INFO : Epoch 1853 | loss: 0.0311213 | val_loss: 0.0311592 | Time: 1622.06 ms [2021-05-30 01:45:42 main:581] : INFO : Epoch 1854 | loss: 0.0311223 | val_loss: 0.0311625 | Time: 1615.19 ms [2021-05-30 01:45:43 main:581] : INFO : Epoch 1855 | loss: 0.0311214 | val_loss: 0.0311596 | Time: 1625.86 ms [2021-05-30 01:45:45 main:581] : INFO : Epoch 1856 | loss: 0.0311236 | val_loss: 0.0311643 | Time: 1620.83 ms [2021-05-30 01:45:47 main:581] : INFO : Epoch 1857 | loss: 0.0311415 | val_loss: 0.0311707 | Time: 1608.82 ms [2021-05-30 01:45:48 main:581] : INFO : Epoch 1858 | loss: 0.0311282 | val_loss: 0.031158 | Time: 1634.13 ms [2021-05-30 01:45:50 main:581] : INFO : Epoch 1859 | loss: 0.031125 | val_loss: 0.0311583 | Time: 1616.1 ms [2021-05-30 01:45:51 main:581] : INFO : Epoch 1860 | loss: 0.0311216 | val_loss: 0.0311599 | Time: 1639.23 ms [2021-05-30 01:45:53 main:581] : INFO : Epoch 1861 | loss: 0.0311219 | val_loss: 0.0311571 | Time: 1634.98 ms [2021-05-30 01:45:55 main:581] : INFO : Epoch 1862 | loss: 0.0311232 | val_loss: 0.0311571 | Time: 1653.42 ms [2021-05-30 01:45:56 main:581] : INFO : Epoch 1863 | loss: 0.0311246 | val_loss: 0.0311561 | Time: 1658.42 ms [2021-05-30 01:45:58 main:581] : INFO : Epoch 1864 | loss: 0.0311235 | val_loss: 0.0311579 | Time: 1623.17 ms [2021-05-30 01:46:00 main:581] : INFO : Epoch 1865 | loss: 0.0311213 | val_loss: 0.0311589 | Time: 1644.65 ms [2021-05-30 01:46:01 main:581] : INFO : Epoch 1866 | loss: 0.0311219 | val_loss: 0.0311583 | Time: 1622.2 ms [2021-05-30 01:46:03 main:581] : INFO : Epoch 1867 | loss: 0.0311233 | val_loss: 0.0311606 | Time: 1615.81 ms [2021-05-30 01:46:05 main:581] : INFO : Epoch 1868 | loss: 0.0311245 | val_loss: 0.0311576 | Time: 1620.62 ms [2021-05-30 01:46:06 main:581] : INFO : Epoch 1869 | loss: 0.0311244 | val_loss: 0.0311641 | Time: 1643.73 ms [2021-05-30 01:46:08 main:581] : INFO : Epoch 1870 | loss: 0.0311248 | val_loss: 0.0311551 | Time: 1629.79 ms [2021-05-30 01:46:09 main:581] : INFO : Epoch 1871 | loss: 0.0311224 | val_loss: 0.0311585 | Time: 1625.1 ms [2021-05-30 01:46:11 main:581] : INFO : Epoch 1872 | loss: 0.0311223 | val_loss: 0.0311584 | Time: 1646.2 ms [2021-05-30 01:46:13 main:581] : INFO : Epoch 1873 | loss: 0.0311231 | val_loss: 0.031158 | Time: 1652.88 ms [2021-05-30 01:46:14 main:581] : INFO : Epoch 1874 | loss: 0.0311452 | val_loss: 0.031161 | Time: 1637.67 ms [2021-05-30 01:46:16 main:581] : INFO : Epoch 1875 | loss: 0.0311513 | val_loss: 0.031157 | Time: 1623.04 ms [2021-05-30 01:46:18 main:581] : INFO : Epoch 1876 | loss: 0.0311511 | val_loss: 0.0311559 | Time: 1621.12 ms [2021-05-30 01:46:19 main:581] : INFO : Epoch 1877 | loss: 0.0311485 | val_loss: 0.0311567 | Time: 1623.62 ms [2021-05-30 01:46:21 main:581] : INFO : Epoch 1878 | loss: 0.0311467 | val_loss: 0.0311605 | Time: 1630.13 ms [2021-05-30 01:46:23 main:581] : INFO : Epoch 1879 | loss: 0.0311481 | val_loss: 0.0311656 | Time: 1626.34 ms [2021-05-30 01:46:24 main:581] : INFO : Epoch 1880 | loss: 0.0311486 | val_loss: 0.0311552 | Time: 1630.55 ms [2021-05-30 01:46:26 main:581] : INFO : Epoch 1881 | loss: 0.0311449 | val_loss: 0.0311556 | Time: 1643.1 ms [2021-05-30 01:46:27 main:581] : INFO : Epoch 1882 | loss: 0.0311443 | val_loss: 0.031156 | Time: 1627.45 ms [2021-05-30 01:46:29 main:581] : INFO : Epoch 1883 | loss: 0.0311448 | val_loss: 0.0311615 | Time: 1619.57 ms [2021-05-30 01:46:31 main:581] : INFO : Epoch 1884 | loss: 0.0311411 | val_loss: 0.0311555 | Time: 1625.72 ms [2021-05-30 01:46:32 main:581] : INFO : Epoch 1885 | loss: 0.0311397 | val_loss: 0.0311555 | Time: 1625.88 ms [2021-05-30 01:46:34 main:581] : INFO : Epoch 1886 | loss: 0.0311398 | val_loss: 0.0311559 | Time: 1632.35 ms [2021-05-30 01:46:36 main:581] : INFO : Epoch 1887 | loss: 0.0311372 | val_loss: 0.0311569 | Time: 1638.76 ms [2021-05-30 01:46:37 main:581] : INFO : Epoch 1888 | loss: 0.0311359 | val_loss: 0.0311561 | Time: 1617.44 ms [2021-05-30 01:46:39 main:581] : INFO : Epoch 1889 | loss: 0.0311377 | val_loss: 0.0311575 | Time: 1616.67 ms [2021-05-30 01:46:40 main:581] : INFO : Epoch 1890 | loss: 0.0311351 | val_loss: 0.0311567 | Time: 1622.07 ms [2021-05-30 01:46:42 main:581] : INFO : Epoch 1891 | loss: 0.0311342 | val_loss: 0.0311549 | Time: 1614.09 ms [2021-05-30 01:46:44 main:581] : INFO : Epoch 1892 | loss: 0.0311337 | val_loss: 0.0311606 | Time: 1616.51 ms [2021-05-30 01:46:45 main:581] : INFO : Epoch 1893 | loss: 0.0311356 | val_loss: 0.0311567 | Time: 1621.33 ms [2021-05-30 01:46:47 main:581] : INFO : Epoch 1894 | loss: 0.0311347 | val_loss: 0.0311555 | Time: 1624.01 ms [2021-05-30 01:46:49 main:581] : INFO : Epoch 1895 | loss: 0.0311355 | val_loss: 0.0311618 | Time: 1619.9 ms [2021-05-30 01:46:50 main:581] : INFO : Epoch 1896 | loss: 0.0311345 | val_loss: 0.0311568 | Time: 1631.62 ms [2021-05-30 01:46:52 main:581] : INFO : Epoch 1897 | loss: 0.0311343 | val_loss: 0.0311571 | Time: 1630.02 ms [2021-05-30 01:46:53 main:581] : INFO : Epoch 1898 | loss: 0.031133 | val_loss: 0.0311564 | Time: 1638.48 ms [2021-05-30 01:46:55 main:581] : INFO : Epoch 1899 | loss: 0.0311338 | val_loss: 0.0311558 | Time: 1629.29 ms [2021-05-30 01:46:57 main:581] : INFO : Epoch 1900 | loss: 0.031141 | val_loss: 0.0311591 | Time: 1615.91 ms [2021-05-30 01:46:58 main:581] : INFO : Epoch 1901 | loss: 0.0311396 | val_loss: 0.0311585 | Time: 1625.55 ms [2021-05-30 01:47:00 main:581] : INFO : Epoch 1902 | loss: 0.0311374 | val_loss: 0.0311574 | Time: 1628.11 ms [2021-05-30 01:47:02 main:581] : INFO : Epoch 1903 | loss: 0.0311363 | val_loss: 0.0311581 | Time: 1611.2 ms [2021-05-30 01:47:03 main:581] : INFO : Epoch 1904 | loss: 0.0311378 | val_loss: 0.0311574 | Time: 1632.87 ms [2021-05-30 01:47:05 main:581] : INFO : Epoch 1905 | loss: 0.0311389 | val_loss: 0.0311601 | Time: 1627.82 ms [2021-05-30 01:47:06 main:581] : INFO : Epoch 1906 | loss: 0.031139 | val_loss: 0.0311592 | Time: 1620.55 ms [2021-05-30 01:47:08 main:581] : INFO : Epoch 1907 | loss: 0.0311381 | val_loss: 0.0311581 | Time: 1622.54 ms [2021-05-30 01:47:10 main:581] : INFO : Epoch 1908 | loss: 0.0311354 | val_loss: 0.0311569 | Time: 1617.01 ms [2021-05-30 01:47:11 main:581] : INFO : Epoch 1909 | loss: 0.0311349 | val_loss: 0.0311566 | Time: 1629.16 ms [2021-05-30 01:47:13 main:581] : INFO : Epoch 1910 | loss: 0.0311362 | val_loss: 0.0311541 | Time: 1619.83 ms [2021-05-30 01:47:15 main:581] : INFO : Epoch 1911 | loss: 0.0311356 | val_loss: 0.0311547 | Time: 1622.95 ms [2021-05-30 01:47:16 main:581] : INFO : Epoch 1912 | loss: 0.031135 | val_loss: 0.0311613 | Time: 1631.25 ms [2021-05-30 01:47:18 main:581] : INFO : Epoch 1913 | loss: 0.0311344 | val_loss: 0.0311551 | Time: 1617.52 ms [2021-05-30 01:47:19 main:581] : INFO : Epoch 1914 | loss: 0.0311328 | val_loss: 0.0311551 | Time: 1576.37 ms [2021-05-30 01:47:21 main:581] : INFO : Epoch 1915 | loss: 0.0311346 | val_loss: 0.0311553 | Time: 1615.33 ms [2021-05-30 01:47:23 main:581] : INFO : Epoch 1916 | loss: 0.0311334 | val_loss: 0.0311538 | Time: 1628.5 ms [2021-05-30 01:47:24 main:581] : INFO : Epoch 1917 | loss: 0.0311323 | val_loss: 0.031153 | Time: 1625.62 ms [2021-05-30 01:47:26 main:581] : INFO : Epoch 1918 | loss: 0.0311315 | val_loss: 0.0311544 | Time: 1629.75 ms [2021-05-30 01:47:27 main:581] : INFO : Epoch 1919 | loss: 0.0311323 | val_loss: 0.0311565 | Time: 1628.47 ms [2021-05-30 01:47:29 main:581] : INFO : Epoch 1920 | loss: 0.0311296 | val_loss: 0.0311531 | Time: 1627.11 ms [2021-05-30 01:47:31 main:581] : INFO : Epoch 1921 | loss: 0.0311298 | val_loss: 0.0311527 | Time: 1629.39 ms [2021-05-30 01:47:32 main:581] : INFO : Epoch 1922 | loss: 0.0311289 | val_loss: 0.0311571 | Time: 1628.21 ms [2021-05-30 01:47:34 main:581] : INFO : Epoch 1923 | loss: 0.0311302 | val_loss: 0.0311525 | Time: 1623.63 ms [2021-05-30 01:47:36 main:581] : INFO : Epoch 1924 | loss: 0.0311312 | val_loss: 0.0311579 | Time: 1623.62 ms [2021-05-30 01:47:37 main:581] : INFO : Epoch 1925 | loss: 0.0311313 | val_loss: 0.0311604 | Time: 1623.28 ms [2021-05-30 01:47:39 main:581] : INFO : Epoch 1926 | loss: 0.0311294 | val_loss: 0.0311554 | Time: 1624.33 ms [2021-05-30 01:47:41 main:581] : INFO : Epoch 1927 | loss: 0.0311277 | val_loss: 0.0311551 | Time: 1633.53 ms [2021-05-30 01:47:42 main:581] : INFO : Epoch 1928 | loss: 0.0311298 | val_loss: 0.0311542 | Time: 1611.84 ms [2021-05-30 01:47:44 main:581] : INFO : Epoch 1929 | loss: 0.0311297 | val_loss: 0.0311561 | Time: 1629.08 ms [2021-05-30 01:47:45 main:581] : INFO : Epoch 1930 | loss: 0.0311281 | val_loss: 0.0311557 | Time: 1628.96 ms [2021-05-30 01:47:47 main:581] : INFO : Epoch 1931 | loss: 0.0311273 | val_loss: 0.0311527 | Time: 1625.64 ms [2021-05-30 01:47:49 main:581] : INFO : Epoch 1932 | loss: 0.0311295 | val_loss: 0.0311529 | Time: 1625.68 ms [2021-05-30 01:47:50 main:581] : INFO : Epoch 1933 | loss: 0.0311293 | val_loss: 0.0311536 | Time: 1627.76 ms [2021-05-30 01:47:52 main:581] : INFO : Epoch 1934 | loss: 0.0311303 | val_loss: 0.031154 | Time: 1627.22 ms [2021-05-30 01:47:54 main:581] : INFO : Epoch 1935 | loss: 0.0311295 | val_loss: 0.0311536 | Time: 1628.54 ms [2021-05-30 01:47:55 main:581] : INFO : Epoch 1936 | loss: 0.0311276 | val_loss: 0.0311528 | Time: 1628.32 ms [2021-05-30 01:47:57 main:581] : INFO : Epoch 1937 | loss: 0.031127 | val_loss: 0.0311535 | Time: 1625.43 ms [2021-05-30 01:47:58 main:581] : INFO : Epoch 1938 | loss: 0.0311289 | val_loss: 0.0311567 | Time: 1635.2 ms [2021-05-30 01:48:00 main:581] : INFO : Epoch 1939 | loss: 0.0311355 | val_loss: 0.0311562 | Time: 1646.07 ms [2021-05-30 01:48:02 main:581] : INFO : Epoch 1940 | loss: 0.0311329 | val_loss: 0.0311515 | Time: 1617.91 ms [2021-05-30 01:48:03 main:581] : INFO : Epoch 1941 | loss: 0.0311316 | val_loss: 0.0311504 | Time: 1632.84 ms [2021-05-30 01:48:05 main:581] : INFO : Epoch 1942 | loss: 0.0311315 | val_loss: 0.0311601 | Time: 1638.03 ms [2021-05-30 01:48:07 main:581] : INFO : Epoch 1943 | loss: 0.0311343 | val_loss: 0.0311529 | Time: 1620.63 ms [2021-05-30 01:48:08 main:581] : INFO : Epoch 1944 | loss: 0.031133 | val_loss: 0.0311615 | Time: 1607.09 ms [2021-05-30 01:48:10 main:581] : INFO : Epoch 1945 | loss: 0.0311329 | val_loss: 0.0311568 | Time: 1621.76 ms [2021-05-30 01:48:11 main:581] : INFO : Epoch 1946 | loss: 0.0311286 | val_loss: 0.0311505 | Time: 1628.58 ms [2021-05-30 01:48:13 main:581] : INFO : Epoch 1947 | loss: 0.0311278 | val_loss: 0.0311532 | Time: 1625.41 ms [2021-05-30 01:48:15 main:581] : INFO : Epoch 1948 | loss: 0.03113 | val_loss: 0.0311539 | Time: 1623.38 ms [2021-05-30 01:48:16 main:581] : INFO : Epoch 1949 | loss: 0.0311295 | val_loss: 0.031152 | Time: 1627.08 ms [2021-05-30 01:48:18 main:581] : INFO : Epoch 1950 | loss: 0.0311293 | val_loss: 0.0311491 | Time: 1627.37 ms [2021-05-30 01:48:20 main:581] : INFO : Epoch 1951 | loss: 0.0311303 | val_loss: 0.0311523 | Time: 1627.49 ms [2021-05-30 01:48:21 main:581] : INFO : Epoch 1952 | loss: 0.031132 | val_loss: 0.0311543 | Time: 1621.66 ms [2021-05-30 01:48:23 main:581] : INFO : Epoch 1953 | loss: 0.031133 | val_loss: 0.0311543 | Time: 1630.43 ms [2021-05-30 01:48:24 main:581] : INFO : Epoch 1954 | loss: 0.0311329 | val_loss: 0.0311553 | Time: 1627.62 ms [2021-05-30 01:48:26 main:581] : INFO : Epoch 1955 | loss: 0.0311299 | val_loss: 0.0311556 | Time: 1622.24 ms [2021-05-30 01:48:28 main:581] : INFO : Epoch 1956 | loss: 0.031129 | val_loss: 0.0311578 | Time: 1627.4 ms [2021-05-30 01:48:29 main:581] : INFO : Epoch 1957 | loss: 0.0311323 | val_loss: 0.0311632 | Time: 1634.09 ms [2021-05-30 01:48:31 main:581] : INFO : Epoch 1958 | loss: 0.0311352 | val_loss: 0.0311615 | Time: 1633.41 ms [2021-05-30 01:48:33 main:581] : INFO : Epoch 1959 | loss: 0.0311351 | val_loss: 0.0311555 | Time: 1636.7 ms [2021-05-30 01:48:34 main:581] : INFO : Epoch 1960 | loss: 0.0311304 | val_loss: 0.0311539 | Time: 1626.37 ms [2021-05-30 01:48:36 main:581] : INFO : Epoch 1961 | loss: 0.0311317 | val_loss: 0.0311578 | Time: 1619.37 ms [2021-05-30 01:48:37 main:581] : INFO : Epoch 1962 | loss: 0.0311319 | val_loss: 0.0311552 | Time: 1637.84 ms [2021-05-30 01:48:39 main:581] : INFO : Epoch 1963 | loss: 0.0311298 | val_loss: 0.0311535 | Time: 1630.23 ms [2021-05-30 01:48:41 main:581] : INFO : Epoch 1964 | loss: 0.0311286 | val_loss: 0.0311535 | Time: 1622.12 ms [2021-05-30 01:48:42 main:581] : INFO : Epoch 1965 | loss: 0.0311277 | val_loss: 0.0311538 | Time: 1614.98 ms [2021-05-30 01:48:44 main:581] : INFO : Epoch 1966 | loss: 0.0311271 | val_loss: 0.0311541 | Time: 1615.54 ms [2021-05-30 01:48:46 main:581] : INFO : Epoch 1967 | loss: 0.0311278 | val_loss: 0.031157 | Time: 1622.37 ms [2021-05-30 01:48:47 main:581] : INFO : Epoch 1968 | loss: 0.0311288 | val_loss: 0.0311522 | Time: 1608.4 ms [2021-05-30 01:48:49 main:581] : INFO : Epoch 1969 | loss: 0.0311259 | val_loss: 0.0311531 | Time: 1636.52 ms [2021-05-30 01:48:50 main:581] : INFO : Epoch 1970 | loss: 0.0311271 | val_loss: 0.0311528 | Time: 1635.78 ms [2021-05-30 01:48:52 main:581] : INFO : Epoch 1971 | loss: 0.0311264 | val_loss: 0.031158 | Time: 1630.54 ms [2021-05-30 01:48:54 main:581] : INFO : Epoch 1972 | loss: 0.0311268 | val_loss: 0.0311534 | Time: 1630.79 ms [2021-05-30 01:48:55 main:581] : INFO : Epoch 1973 | loss: 0.0311248 | val_loss: 0.031153 | Time: 1614.69 ms [2021-05-30 01:48:57 main:581] : INFO : Epoch 1974 | loss: 0.0311254 | val_loss: 0.0311593 | Time: 1627.56 ms [2021-05-30 01:48:59 main:581] : INFO : Epoch 1975 | loss: 0.0311297 | val_loss: 0.0311608 | Time: 1623.64 ms [2021-05-30 01:49:00 main:581] : INFO : Epoch 1976 | loss: 0.0311344 | val_loss: 0.0311556 | Time: 1648.8 ms [2021-05-30 01:49:02 main:581] : INFO : Epoch 1977 | loss: 0.0311331 | val_loss: 0.0311544 | Time: 1630.39 ms [2021-05-30 01:49:03 main:581] : INFO : Epoch 1978 | loss: 0.0311312 | val_loss: 0.0311556 | Time: 1624.97 ms [2021-05-30 01:49:05 main:581] : INFO : Epoch 1979 | loss: 0.0311324 | val_loss: 0.0311705 | Time: 1602.75 ms [2021-05-30 01:49:07 main:581] : INFO : Epoch 1980 | loss: 0.0311309 | val_loss: 0.0311595 | Time: 1632.88 ms [2021-05-30 01:49:08 main:581] : INFO : Epoch 1981 | loss: 0.0311294 | val_loss: 0.0311556 | Time: 1628.48 ms [2021-05-30 01:49:10 main:581] : INFO : Epoch 1982 | loss: 0.0311273 | val_loss: 0.031158 | Time: 1628.48 ms [2021-05-30 01:49:12 main:581] : INFO : Epoch 1983 | loss: 0.0311269 | val_loss: 0.0311571 | Time: 1629.74 ms [2021-05-30 01:49:13 main:581] : INFO : Epoch 1984 | loss: 0.0311275 | val_loss: 0.0311598 | Time: 1631.59 ms [2021-05-30 01:49:15 main:581] : INFO : Epoch 1985 | loss: 0.0311297 | val_loss: 0.0311628 | Time: 1627.88 ms [2021-05-30 01:49:17 main:581] : INFO : Epoch 1986 | loss: 0.0311292 | val_loss: 0.0311594 | Time: 1643.58 ms [2021-05-30 01:49:18 main:581] : INFO : Epoch 1987 | loss: 0.0311289 | val_loss: 0.031161 | Time: 1647.77 ms [2021-05-30 01:49:20 main:581] : INFO : Epoch 1988 | loss: 0.0311269 | val_loss: 0.0311561 | Time: 1651.29 ms [2021-05-30 01:49:21 main:581] : INFO : Epoch 1989 | loss: 0.0311267 | val_loss: 0.0311581 | Time: 1650.1 ms [2021-05-30 01:49:23 main:581] : INFO : Epoch 1990 | loss: 0.0311275 | val_loss: 0.0311603 | Time: 1641.23 ms [2021-05-30 01:49:25 main:581] : INFO : Epoch 1991 | loss: 0.0311267 | val_loss: 0.0311556 | Time: 1623.2 ms [2021-05-30 01:49:26 main:581] : INFO : Epoch 1992 | loss: 0.0311263 | val_loss: 0.0311623 | Time: 1634.58 ms [2021-05-30 01:49:28 main:581] : INFO : Epoch 1993 | loss: 0.0311263 | val_loss: 0.0311568 | Time: 1611.78 ms [2021-05-30 01:49:30 main:581] : INFO : Epoch 1994 | loss: 0.0311245 | val_loss: 0.0311568 | Time: 1620.58 ms [2021-05-30 01:49:31 main:581] : INFO : Epoch 1995 | loss: 0.0311256 | val_loss: 0.0311596 | Time: 1626.69 ms [2021-05-30 01:49:33 main:581] : INFO : Epoch 1996 | loss: 0.0311255 | val_loss: 0.0311595 | Time: 1631.88 ms [2021-05-30 01:49:34 main:581] : INFO : Epoch 1997 | loss: 0.0311265 | val_loss: 0.031162 | Time: 1626.94 ms [2021-05-30 01:49:36 main:581] : INFO : Epoch 1998 | loss: 0.0311299 | val_loss: 0.0311616 | Time: 1641 ms [2021-05-30 01:49:38 main:581] : INFO : Epoch 1999 | loss: 0.0311266 | val_loss: 0.0311571 | Time: 1639.85 ms [2021-05-30 01:49:39 main:581] : INFO : Epoch 2000 | loss: 0.0311257 | val_loss: 0.0311622 | Time: 1641.6 ms [2021-05-30 01:49:41 main:581] : INFO : Epoch 2001 | loss: 0.0311268 | val_loss: 0.0311575 | Time: 1642.14 ms [2021-05-30 01:49:43 main:581] : INFO : Epoch 2002 | loss: 0.0311244 | val_loss: 0.0311629 | Time: 1644.14 ms [2021-05-30 01:49:44 main:581] : INFO : Epoch 2003 | loss: 0.0311265 | val_loss: 0.03116 | Time: 1641.66 ms [2021-05-30 01:49:46 main:581] : INFO : Epoch 2004 | loss: 0.0311243 | val_loss: 0.0311602 | Time: 1626.52 ms [2021-05-30 01:49:48 main:581] : INFO : Epoch 2005 | loss: 0.0311256 | val_loss: 0.0311574 | Time: 1617.82 ms [2021-05-30 01:49:49 main:581] : INFO : Epoch 2006 | loss: 0.0311283 | val_loss: 0.0311659 | Time: 1625.88 ms [2021-05-30 01:49:51 main:581] : INFO : Epoch 2007 | loss: 0.0311278 | val_loss: 0.0311548 | Time: 1630.9 ms [2021-05-30 01:49:52 main:581] : INFO : Epoch 2008 | loss: 0.0311273 | val_loss: 0.0311526 | Time: 1630.26 ms [2021-05-30 01:49:54 main:581] : INFO : Epoch 2009 | loss: 0.0311262 | val_loss: 0.0311543 | Time: 1635.07 ms [2021-05-30 01:49:56 main:581] : INFO : Epoch 2010 | loss: 0.0311301 | val_loss: 0.0311627 | Time: 1622.21 ms [2021-05-30 01:49:57 main:581] : INFO : Epoch 2011 | loss: 0.0311316 | val_loss: 0.0311568 | Time: 1634.42 ms [2021-05-30 01:49:59 main:581] : INFO : Epoch 2012 | loss: 0.031127 | val_loss: 0.0311561 | Time: 1631.1 ms [2021-05-30 01:50:01 main:581] : INFO : Epoch 2013 | loss: 0.0311253 | val_loss: 0.0311569 | Time: 1628.17 ms [2021-05-30 01:50:02 main:581] : INFO : Epoch 2014 | loss: 0.0311275 | val_loss: 0.0311562 | Time: 1624.89 ms [2021-05-30 01:50:04 main:581] : INFO : Epoch 2015 | loss: 0.0311281 | val_loss: 0.0311527 | Time: 1599.72 ms [2021-05-30 01:50:05 main:581] : INFO : Epoch 2016 | loss: 0.0311279 | val_loss: 0.0311582 | Time: 1616.91 ms [2021-05-30 01:50:07 main:581] : INFO : Epoch 2017 | loss: 0.0311273 | val_loss: 0.0311536 | Time: 1618.16 ms [2021-05-30 01:50:09 main:581] : INFO : Epoch 2018 | loss: 0.0311245 | val_loss: 0.031155 | Time: 1617.13 ms [2021-05-30 01:50:10 main:581] : INFO : Epoch 2019 | loss: 0.0311268 | val_loss: 0.0311533 | Time: 1614.71 ms [2021-05-30 01:50:12 main:581] : INFO : Epoch 2020 | loss: 0.031126 | val_loss: 0.0311558 | Time: 1614.32 ms [2021-05-30 01:50:14 main:581] : INFO : Epoch 2021 | loss: 0.0311291 | val_loss: 0.0311524 | Time: 1609.35 ms [2021-05-30 01:50:15 main:581] : INFO : Epoch 2022 | loss: 0.0311276 | val_loss: 0.0311542 | Time: 1605.22 ms [2021-05-30 01:50:17 main:581] : INFO : Epoch 2023 | loss: 0.0311238 | val_loss: 0.0311544 | Time: 1604.87 ms [2021-05-30 01:50:18 main:581] : INFO : Epoch 2024 | loss: 0.0311233 | val_loss: 0.0311549 | Time: 1608.03 ms [2021-05-30 01:50:20 main:581] : INFO : Epoch 2025 | loss: 0.0311253 | val_loss: 0.0311536 | Time: 1617.16 ms [2021-05-30 01:50:22 main:581] : INFO : Epoch 2026 | loss: 0.0311272 | val_loss: 0.0311533 | Time: 1615.89 ms [2021-05-30 01:50:23 main:581] : INFO : Epoch 2027 | loss: 0.0311255 | val_loss: 0.0311535 | Time: 1625.7 ms [2021-05-30 01:50:25 main:581] : INFO : Epoch 2028 | loss: 0.0311245 | val_loss: 0.0311501 | Time: 1624.43 ms [2021-05-30 01:50:26 main:581] : INFO : Epoch 2029 | loss: 0.031127 | val_loss: 0.0311528 | Time: 1640.16 ms [2021-05-30 01:50:28 main:581] : INFO : Epoch 2030 | loss: 0.0311253 | val_loss: 0.0311531 | Time: 1642.23 ms [2021-05-30 01:50:30 main:581] : INFO : Epoch 2031 | loss: 0.0311239 | val_loss: 0.0311506 | Time: 1636.24 ms [2021-05-30 01:50:31 main:581] : INFO : Epoch 2032 | loss: 0.0311247 | val_loss: 0.0311523 | Time: 1640.58 ms [2021-05-30 01:50:33 main:581] : INFO : Epoch 2033 | loss: 0.0311242 | val_loss: 0.0311537 | Time: 1631.3 ms [2021-05-30 01:50:35 main:581] : INFO : Epoch 2034 | loss: 0.0311244 | val_loss: 0.0311498 | Time: 1638.96 ms [2021-05-30 01:50:36 main:581] : INFO : Epoch 2035 | loss: 0.0311238 | val_loss: 0.0311496 | Time: 1629.02 ms [2021-05-30 01:50:38 main:581] : INFO : Epoch 2036 | loss: 0.0311234 | val_loss: 0.031149 | Time: 1634.66 ms [2021-05-30 01:50:40 main:581] : INFO : Epoch 2037 | loss: 0.0311235 | val_loss: 0.0311534 | Time: 1620.76 ms [2021-05-30 01:50:41 main:581] : INFO : Epoch 2038 | loss: 0.0311237 | val_loss: 0.0311519 | Time: 1645.19 ms [2021-05-30 01:50:43 main:581] : INFO : Epoch 2039 | loss: 0.0311249 | val_loss: 0.0311528 | Time: 1648.95 ms [2021-05-30 01:50:44 main:581] : INFO : Epoch 2040 | loss: 0.0311283 | val_loss: 0.0311571 | Time: 1634.75 ms [2021-05-30 01:50:46 main:581] : INFO : Epoch 2041 | loss: 0.0311313 | val_loss: 0.0311563 | Time: 1624.67 ms [2021-05-30 01:50:48 main:581] : INFO : Epoch 2042 | loss: 0.0311269 | val_loss: 0.0311513 | Time: 1646.87 ms [2021-05-30 01:50:49 main:581] : INFO : Epoch 2043 | loss: 0.031125 | val_loss: 0.0311502 | Time: 1636.46 ms [2021-05-30 01:50:51 main:581] : INFO : Epoch 2044 | loss: 0.0311241 | val_loss: 0.0311516 | Time: 1631.44 ms [2021-05-30 01:50:53 main:581] : INFO : Epoch 2045 | loss: 0.0311298 | val_loss: 0.0311529 | Time: 1602.34 ms [2021-05-30 01:50:54 main:581] : INFO : Epoch 2046 | loss: 0.031131 | val_loss: 0.0311552 | Time: 1585.13 ms [2021-05-30 01:50:56 main:581] : INFO : Epoch 2047 | loss: 0.0311308 | val_loss: 0.0311505 | Time: 1589.48 ms [2021-05-30 01:50:57 main:581] : INFO : Epoch 2048 | loss: 0.0311321 | val_loss: 0.0311532 | Time: 1631.74 ms [2021-05-30 01:50:57 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311532 [2021-05-30 01:50:57 main:610] : INFO : Saving end state to config to file [2021-05-30 01:50:57 main:615] : INFO : Success, exiting.. 01:50:57 (965947): 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)