Task 14624737
| Name | ParityModified-1647048210-31831-2-0_1 |
| Workunit | 11618307 |
| Created | 19 Apr 2022, 10:01:58 UTC |
| Sent | 19 Apr 2022, 10:02:09 UTC |
| Report deadline | 27 Apr 2022, 10:02:09 UTC |
| Received | 20 Apr 2022, 6:20:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19547 |
| Run time | 1 hours 57 min 47 sec |
| CPU time | 1 hours 57 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.88 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 | 13.25 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.18.1</core_client_version> <![CDATA[ <stderr_txt> 18 ms [2022-04-20 00:50:50 main:581] : INFO : Epoch 1538 | loss: 0.0311229 | val_loss: 0.0311589 | Time: 3459.12 ms [2022-04-20 00:50:54 main:581] : INFO : Epoch 1539 | loss: 0.0311211 | val_loss: 0.0311611 | Time: 3446.4 ms [2022-04-20 00:50:57 main:581] : INFO : Epoch 1540 | loss: 0.0311195 | val_loss: 0.0311591 | Time: 3446.89 ms [2022-04-20 00:51:01 main:581] : INFO : Epoch 1541 | loss: 0.0311196 | val_loss: 0.0311606 | Time: 3464.81 ms [2022-04-20 00:51:04 main:581] : INFO : Epoch 1542 | loss: 0.0311185 | val_loss: 0.0311632 | Time: 3443.29 ms [2022-04-20 00:51:08 main:581] : INFO : Epoch 1543 | loss: 0.0311194 | val_loss: 0.0311633 | Time: 3445.69 ms [2022-04-20 00:51:11 main:581] : INFO : Epoch 1544 | loss: 0.0311344 | val_loss: 0.0311648 | Time: 3441.45 ms [2022-04-20 00:51:14 main:581] : INFO : Epoch 1545 | loss: 0.0311451 | val_loss: 0.031165 | Time: 3446.69 ms [2022-04-20 00:51:18 main:581] : INFO : Epoch 1546 | loss: 0.0311397 | val_loss: 0.0311601 | Time: 3435.96 ms [2022-04-20 00:51:21 main:581] : INFO : Epoch 1547 | loss: 0.0311335 | val_loss: 0.031159 | Time: 3458.65 ms [2022-04-20 00:51:25 main:581] : INFO : Epoch 1548 | loss: 0.0311322 | val_loss: 0.0311573 | Time: 3458.01 ms [2022-04-20 00:51:28 main:581] : INFO : Epoch 1549 | loss: 0.031128 | val_loss: 0.0311563 | Time: 3443.03 ms [2022-04-20 00:51:32 main:581] : INFO : Epoch 1550 | loss: 0.0311252 | val_loss: 0.0311576 | Time: 3455.7 ms [2022-04-20 00:51:35 main:581] : INFO : Epoch 1551 | loss: 0.0311239 | val_loss: 0.0311623 | Time: 3444.37 ms [2022-04-20 00:51:39 main:581] : INFO : Epoch 1552 | loss: 0.0311222 | val_loss: 0.0311625 | Time: 3452.71 ms [2022-04-20 00:51:42 main:581] : INFO : Epoch 1553 | loss: 0.0311234 | val_loss: 0.0311632 | Time: 3451.17 ms [2022-04-20 00:51:45 main:581] : INFO : Epoch 1554 | loss: 0.0311221 | val_loss: 0.0311596 | Time: 3445.46 ms [2022-04-20 00:51:49 main:581] : INFO : Epoch 1555 | loss: 0.0311204 | val_loss: 0.0311623 | Time: 3451.22 ms [2022-04-20 00:51:52 main:581] : INFO : Epoch 1556 | loss: 0.0311197 | val_loss: 0.0311599 | Time: 3444.42 ms [2022-04-20 00:51:56 main:581] : INFO : Epoch 1557 | loss: 0.0311198 | val_loss: 0.0311601 | Time: 3451.61 ms [2022-04-20 00:51:59 main:581] : INFO : Epoch 1558 | loss: 0.0311198 | val_loss: 0.0311583 | Time: 3442 ms [2022-04-20 00:52:03 main:581] : INFO : Epoch 1559 | loss: 0.0311184 | val_loss: 0.0311668 | Time: 3455.05 ms [2022-04-20 00:52:06 main:581] : INFO : Epoch 1560 | loss: 0.0311196 | val_loss: 0.0311609 | Time: 3443.79 ms [2022-04-20 00:52:10 main:581] : INFO : Epoch 1561 | loss: 0.0311193 | val_loss: 0.0311538 | Time: 3456.65 ms [2022-04-20 00:52:13 main:581] : INFO : Epoch 1562 | loss: 0.0311195 | val_loss: 0.0311555 | Time: 3460.13 ms [2022-04-20 00:52:17 main:581] : INFO : Epoch 1563 | loss: 0.0311181 | val_loss: 0.0311582 | Time: 3436.54 ms [2022-04-20 00:52:20 main:581] : INFO : Epoch 1564 | loss: 0.0311162 | val_loss: 0.0311569 | Time: 3447.12 ms [2022-04-20 00:52:23 main:581] : INFO : Epoch 1565 | loss: 0.0311171 | val_loss: 0.0311539 | Time: 3445.85 ms [2022-04-20 00:52:27 main:581] : INFO : Epoch 1566 | loss: 0.0311184 | val_loss: 0.0311584 | Time: 3447.67 ms [2022-04-20 00:52:30 main:581] : INFO : Epoch 1567 | loss: 0.0311163 | val_loss: 0.0311542 | Time: 3437.31 ms [2022-04-20 00:52:34 main:581] : INFO : Epoch 1568 | loss: 0.0311185 | val_loss: 0.0311567 | Time: 3454.58 ms [2022-04-20 00:52:37 main:581] : INFO : Epoch 1569 | loss: 0.0311166 | val_loss: 0.031154 | Time: 3456.52 ms [2022-04-20 00:52:41 main:581] : INFO : Epoch 1570 | loss: 0.0311181 | val_loss: 0.0311607 | Time: 3447.28 ms [2022-04-20 00:52:44 main:581] : INFO : Epoch 1571 | loss: 0.0311202 | val_loss: 0.0311564 | Time: 3459.45 ms [2022-04-20 00:52:48 main:581] : INFO : Epoch 1572 | loss: 0.0311225 | val_loss: 0.0311605 | Time: 3438.79 ms [2022-04-20 00:52:51 main:581] : INFO : Epoch 1573 | loss: 0.0311195 | val_loss: 0.0311597 | Time: 3446.68 ms [2022-04-20 00:52:54 main:581] : INFO : Epoch 1574 | loss: 0.031118 | val_loss: 0.0311593 | Time: 3446.22 ms [2022-04-20 00:52:58 main:581] : INFO : Epoch 1575 | loss: 0.0311191 | val_loss: 0.0311656 | Time: 3449.91 ms [2022-04-20 00:53:01 main:581] : INFO : Epoch 1576 | loss: 0.0311204 | val_loss: 0.0311597 | Time: 3449.16 ms [2022-04-20 00:53:05 main:581] : INFO : Epoch 1577 | loss: 0.0311159 | val_loss: 0.031157 | Time: 3438.76 ms [2022-04-20 00:53:08 main:581] : INFO : Epoch 1578 | loss: 0.0311132 | val_loss: 0.0311571 | Time: 3452.07 ms [2022-04-20 00:53:12 main:581] : INFO : Epoch 1579 | loss: 0.0311115 | val_loss: 0.0311577 | Time: 3442.65 ms [2022-04-20 00:53:15 main:581] : INFO : Epoch 1580 | loss: 0.0311105 | val_loss: 0.0311574 | Time: 3456.53 ms [2022-04-20 00:53:19 main:581] : INFO : Epoch 1581 | loss: 0.0311094 | val_loss: 0.0311599 | Time: 3450.47 ms [2022-04-20 00:53:22 main:581] : INFO : Epoch 1582 | loss: 0.0311101 | val_loss: 0.0311611 | Time: 3452.61 ms [2022-04-20 00:53:26 main:581] : INFO : Epoch 1583 | loss: 0.0311122 | val_loss: 0.0311623 | Time: 3466.63 ms [2022-04-20 00:53:29 main:581] : INFO : Epoch 1584 | loss: 0.0311103 | val_loss: 0.031164 | Time: 3438.27 ms [2022-04-20 00:53:32 main:581] : INFO : Epoch 1585 | loss: 0.0311098 | val_loss: 0.0311611 | Time: 3440.19 ms [2022-04-20 00:53:36 main:581] : INFO : Epoch 1586 | loss: 0.0311114 | val_loss: 0.03116 | Time: 3446.35 ms [2022-04-20 00:53:39 main:581] : INFO : Epoch 1587 | loss: 0.0311144 | val_loss: 0.0311574 | Time: 3445.59 ms [2022-04-20 00:53:43 main:581] : INFO : Epoch 1588 | loss: 0.0311136 | val_loss: 0.031163 | Time: 3432.76 ms [2022-04-20 00:53:46 main:581] : INFO : Epoch 1589 | loss: 0.0311148 | val_loss: 0.0311628 | Time: 3460.46 ms [2022-04-20 00:53:50 main:581] : INFO : Epoch 1590 | loss: 0.0311226 | val_loss: 0.0311614 | Time: 3458.56 ms [2022-04-20 00:53:53 main:581] : INFO : Epoch 1591 | loss: 0.0311294 | val_loss: 0.0311633 | Time: 3444.93 ms [2022-04-20 00:53:57 main:581] : INFO : Epoch 1592 | loss: 0.0311263 | val_loss: 0.0311618 | Time: 3453.18 ms [2022-04-20 00:54:00 main:581] : INFO : Epoch 1593 | loss: 0.0311218 | val_loss: 0.0311663 | Time: 3447.75 ms [2022-04-20 00:54:03 main:581] : INFO : Epoch 1594 | loss: 0.0311192 | val_loss: 0.0311654 | Time: 3450.46 ms [2022-04-20 00:54:07 main:581] : INFO : Epoch 1595 | loss: 0.0311195 | val_loss: 0.0311568 | Time: 3450.69 ms [2022-04-20 00:54:10 main:581] : INFO : Epoch 1596 | loss: 0.0311226 | val_loss: 0.0311572 | Time: 3444.18 ms [2022-04-20 00:54:14 main:581] : INFO : Epoch 1597 | loss: 0.031121 | val_loss: 0.0311609 | Time: 3447.69 ms [2022-04-20 00:54:17 main:581] : INFO : Epoch 1598 | loss: 0.0311198 | val_loss: 0.031155 | Time: 3447.36 ms [2022-04-20 00:54:21 main:581] : INFO : Epoch 1599 | loss: 0.0311183 | val_loss: 0.0311581 | Time: 3447.7 ms [2022-04-20 00:54:24 main:581] : INFO : Epoch 1600 | loss: 0.0311166 | val_loss: 0.0311597 | Time: 3433.37 ms [2022-04-20 00:54:28 main:581] : INFO : Epoch 1601 | loss: 0.0311163 | val_loss: 0.0311612 | Time: 3469.67 ms [2022-04-20 00:54:31 main:581] : INFO : Epoch 1602 | loss: 0.0311158 | val_loss: 0.031165 | Time: 3442.39 ms [2022-04-20 00:54:34 main:581] : INFO : Epoch 1603 | loss: 0.031116 | val_loss: 0.0311604 | Time: 3455.05 ms [2022-04-20 00:54:38 main:581] : INFO : Epoch 1604 | loss: 0.0311201 | val_loss: 0.0311583 | Time: 3460.45 ms [2022-04-20 00:54:41 main:581] : INFO : Epoch 1605 | loss: 0.0311183 | val_loss: 0.0311583 | Time: 3437.47 ms [2022-04-20 00:54:45 main:581] : INFO : Epoch 1606 | loss: 0.0311185 | val_loss: 0.0311591 | Time: 3438.73 ms [2022-04-20 00:54:48 main:581] : INFO : Epoch 1607 | loss: 0.0311197 | val_loss: 0.0311609 | Time: 3445.08 ms [2022-04-20 00:54:52 main:581] : INFO : Epoch 1608 | loss: 0.0311173 | val_loss: 0.0311607 | Time: 3445.39 ms [2022-04-20 00:54:55 main:581] : INFO : Epoch 1609 | loss: 0.0311202 | val_loss: 0.0311565 | Time: 3440.58 ms [2022-04-20 00:54:59 main:581] : INFO : Epoch 1610 | loss: 0.0311205 | val_loss: 0.0311606 | Time: 3459.97 ms [2022-04-20 00:55:02 main:581] : INFO : Epoch 1611 | loss: 0.0311198 | val_loss: 0.0311595 | Time: 3455.72 ms [2022-04-20 00:55:06 main:581] : INFO : Epoch 1612 | loss: 0.0311174 | val_loss: 0.0311571 | Time: 3446.52 ms [2022-04-20 00:55:09 main:581] : INFO : Epoch 1613 | loss: 0.0311177 | val_loss: 0.0311618 | Time: 3458.65 ms [2022-04-20 00:55:12 main:581] : INFO : Epoch 1614 | loss: 0.031115 | val_loss: 0.0311628 | Time: 3439.95 ms [2022-04-20 00:55:16 main:581] : INFO : Epoch 1615 | loss: 0.0311146 | val_loss: 0.0311584 | Time: 3444.6 ms [2022-04-20 00:55:19 main:581] : INFO : Epoch 1616 | loss: 0.0311144 | val_loss: 0.0311605 | Time: 3447.52 ms [2022-04-20 00:55:23 main:581] : INFO : Epoch 1617 | loss: 0.031114 | val_loss: 0.0311621 | Time: 3455.32 ms [2022-04-20 00:55:26 main:581] : INFO : Epoch 1618 | loss: 0.0311137 | val_loss: 0.0311572 | Time: 3442.03 ms [2022-04-20 00:55:30 main:581] : INFO : Epoch 1619 | loss: 0.0311134 | val_loss: 0.0311568 | Time: 3448 ms [2022-04-20 00:55:33 main:581] : INFO : Epoch 1620 | loss: 0.0311121 | val_loss: 0.031157 | Time: 3446.28 ms [2022-04-20 00:55:37 main:581] : INFO : Epoch 1621 | loss: 0.031112 | val_loss: 0.0311568 | Time: 3447.25 ms [2022-04-20 00:55:40 main:581] : INFO : Epoch 1622 | loss: 0.0311115 | val_loss: 0.0311573 | Time: 3464.18 ms [2022-04-20 00:55:43 main:581] : INFO : Epoch 1623 | loss: 0.0311111 | val_loss: 0.0311558 | Time: 3445.54 ms [2022-04-20 00:55:47 main:581] : INFO : Epoch 1624 | loss: 0.03111 | val_loss: 0.0311568 | Time: 3446.86 ms [2022-04-20 00:55:50 main:581] : INFO : Epoch 1625 | loss: 0.0311147 | val_loss: 0.0311605 | Time: 3460.49 ms [2022-04-20 00:55:54 main:581] : INFO : Epoch 1626 | loss: 0.0311233 | val_loss: 0.0311598 | Time: 3438.65 ms [2022-04-20 00:55:57 main:581] : INFO : Epoch 1627 | loss: 0.0311199 | val_loss: 0.0311584 | Time: 3435.58 ms [2022-04-20 00:56:01 main:581] : INFO : Epoch 1628 | loss: 0.0311175 | val_loss: 0.0311561 | Time: 3443.85 ms [2022-04-20 00:56:04 main:581] : INFO : Epoch 1629 | loss: 0.0311163 | val_loss: 0.0311613 | Time: 3447.01 ms [2022-04-20 00:56:08 main:581] : INFO : Epoch 1630 | loss: 0.0311163 | val_loss: 0.0311609 | Time: 3440.62 ms [2022-04-20 00:56:11 main:581] : INFO : Epoch 1631 | loss: 0.0311151 | val_loss: 0.0311595 | Time: 3457.53 ms [2022-04-20 00:56:14 main:581] : INFO : Epoch 1632 | loss: 0.0311161 | val_loss: 0.0311611 | Time: 3463.92 ms [2022-04-20 00:56:18 main:581] : INFO : Epoch 1633 | loss: 0.0311174 | val_loss: 0.0311556 | Time: 3447.03 ms [2022-04-20 00:56:21 main:581] : INFO : Epoch 1634 | loss: 0.031115 | val_loss: 0.0311593 | Time: 3458.87 ms [2022-04-20 00:56:25 main:581] : INFO : Epoch 1635 | loss: 0.0311162 | val_loss: 0.0311623 | Time: 3445.69 ms [2022-04-20 00:56:28 main:581] : INFO : Epoch 1636 | loss: 0.031119 | val_loss: 0.0311581 | Time: 3441.87 ms [2022-04-20 00:56:32 main:581] : INFO : Epoch 1637 | loss: 0.0311249 | val_loss: 0.031158 | Time: 3447.11 ms [2022-04-20 00:56:35 main:581] : INFO : Epoch 1638 | loss: 0.0311207 | val_loss: 0.0311599 | Time: 3448.8 ms [2022-04-20 00:56:39 main:581] : INFO : Epoch 1639 | loss: 0.0311188 | val_loss: 0.0311597 | Time: 3448.69 ms [2022-04-20 00:56:42 main:581] : INFO : Epoch 1640 | loss: 0.0311172 | val_loss: 0.0311617 | Time: 3450.8 ms [2022-04-20 00:56:46 main:581] : INFO : Epoch 1641 | loss: 0.0311148 | val_loss: 0.0311642 | Time: 3450.57 ms [2022-04-20 00:56:49 main:581] : INFO : Epoch 1642 | loss: 0.0311153 | val_loss: 0.031165 | Time: 3446.77 ms [2022-04-20 00:56:52 main:581] : INFO : Epoch 1643 | loss: 0.0311153 | val_loss: 0.0311592 | Time: 3464.3 ms [2022-04-20 00:56:56 main:581] : INFO : Epoch 1644 | loss: 0.0311148 | val_loss: 0.0311603 | Time: 3445.58 ms [2022-04-20 00:56:59 main:581] : INFO : Epoch 1645 | loss: 0.0311134 | val_loss: 0.0311616 | Time: 3455.39 ms [2022-04-20 00:57:03 main:581] : INFO : Epoch 1646 | loss: 0.031115 | val_loss: 0.0311683 | Time: 3460.34 ms [2022-04-20 00:57:06 main:581] : INFO : Epoch 1647 | loss: 0.0311142 | val_loss: 0.0311644 | Time: 3430.94 ms [2022-04-20 00:57:10 main:581] : INFO : Epoch 1648 | loss: 0.0311116 | val_loss: 0.0311655 | Time: 3438.14 ms [2022-04-20 00:57:13 main:581] : INFO : Epoch 1649 | loss: 0.0311128 | val_loss: 0.0311629 | Time: 3438.8 ms [2022-04-20 00:57:17 main:581] : INFO : Epoch 1650 | loss: 0.0311118 | val_loss: 0.0311685 | Time: 3446.79 ms [2022-04-20 00:57:20 main:581] : INFO : Epoch 1651 | loss: 0.0311103 | val_loss: 0.0311653 | Time: 3437.51 ms [2022-04-20 00:57:23 main:581] : INFO : Epoch 1652 | loss: 0.0311086 | val_loss: 0.0311621 | Time: 3464.96 ms [2022-04-20 00:57:27 main:581] : INFO : Epoch 1653 | loss: 0.0311092 | val_loss: 0.0311579 | Time: 3462.04 ms [2022-04-20 00:57:30 main:581] : INFO : Epoch 1654 | loss: 0.0311098 | val_loss: 0.0311572 | Time: 3455.4 ms [2022-04-20 00:57:34 main:581] : INFO : Epoch 1655 | loss: 0.0311087 | val_loss: 0.0311569 | Time: 3454.94 ms [2022-04-20 00:57:37 main:581] : INFO : Epoch 1656 | loss: 0.0311071 | val_loss: 0.0311578 | Time: 3440.75 ms [2022-04-20 00:57:41 main:581] : INFO : Epoch 1657 | loss: 0.0311081 | val_loss: 0.0311569 | Time: 3451.09 ms [2022-04-20 00:57:44 main:581] : INFO : Epoch 1658 | loss: 0.0311109 | val_loss: 0.031161 | Time: 3439.39 ms [2022-04-20 00:57:48 main:581] : INFO : Epoch 1659 | loss: 0.0311087 | val_loss: 0.0311598 | Time: 3446.77 ms [2022-04-20 00:57:51 main:581] : INFO : Epoch 1660 | loss: 0.0311058 | val_loss: 0.0311597 | Time: 3451.03 ms [2022-04-20 00:57:55 main:581] : INFO : Epoch 1661 | loss: 0.0311052 | val_loss: 0.0311586 | Time: 3444.6 ms [2022-04-20 00:57:58 main:581] : INFO : Epoch 1662 | loss: 0.0311058 | val_loss: 0.0311583 | Time: 3445.84 ms [2022-04-20 00:58:01 main:581] : INFO : Epoch 1663 | loss: 0.0311071 | val_loss: 0.0311605 | Time: 3443.5 ms [2022-04-20 00:58:05 main:581] : INFO : Epoch 1664 | loss: 0.0311117 | val_loss: 0.031154 | Time: 3466.62 ms [2022-04-20 00:58:08 main:581] : INFO : Epoch 1665 | loss: 0.03111 | val_loss: 0.0311624 | Time: 3447.05 ms [2022-04-20 00:58:12 main:581] : INFO : Epoch 1666 | loss: 0.0311095 | val_loss: 0.0311615 | Time: 3453.94 ms [2022-04-20 00:58:15 main:581] : INFO : Epoch 1667 | loss: 0.0311092 | val_loss: 0.0311619 | Time: 3461.76 ms [2022-04-20 00:58:19 main:581] : INFO : Epoch 1668 | loss: 0.0311085 | val_loss: 0.0311606 | Time: 3434.65 ms [2022-04-20 00:58:22 main:581] : INFO : Epoch 1669 | loss: 0.031109 | val_loss: 0.0311573 | Time: 3439.57 ms [2022-04-20 00:58:26 main:581] : INFO : Epoch 1670 | loss: 0.0311074 | val_loss: 0.0311606 | Time: 3442.62 ms [2022-04-20 00:58:29 main:581] : INFO : Epoch 1671 | loss: 0.0311076 | val_loss: 0.0311649 | Time: 3447.61 ms [2022-04-20 00:58:32 main:581] : INFO : Epoch 1672 | loss: 0.031116 | val_loss: 0.0311655 | Time: 3441.86 ms [2022-04-20 00:58:36 main:581] : INFO : Epoch 1673 | loss: 0.0311231 | val_loss: 0.031158 | Time: 3467.06 ms [2022-04-20 00:58:39 main:581] : INFO : Epoch 1674 | loss: 0.0311226 | val_loss: 0.0311595 | Time: 3456.14 ms [2022-04-20 00:58:43 main:581] : INFO : Epoch 1675 | loss: 0.031119 | val_loss: 0.0311599 | Time: 3446.14 ms [2022-04-20 00:58:46 main:581] : INFO : Epoch 1676 | loss: 0.0311156 | val_loss: 0.0311554 | Time: 3453.68 ms [2022-04-20 00:58:50 main:581] : INFO : Epoch 1677 | loss: 0.0311149 | val_loss: 0.0311641 | Time: 3444.59 ms [2022-04-20 00:58:53 main:581] : INFO : Epoch 1678 | loss: 0.0311149 | val_loss: 0.0311567 | Time: 3447.75 ms [2022-04-20 00:58:57 main:581] : INFO : Epoch 1679 | loss: 0.0311165 | val_loss: 0.0311564 | Time: 3451.69 ms [2022-04-20 00:59:00 main:581] : INFO : Epoch 1680 | loss: 0.0311154 | val_loss: 0.0311551 | Time: 3449.34 ms [2022-04-20 00:59:04 main:581] : INFO : Epoch 1681 | loss: 0.0311152 | val_loss: 0.0311557 | Time: 3453.81 ms [2022-04-20 00:59:07 main:581] : INFO : Epoch 1682 | loss: 0.0311135 | val_loss: 0.0311584 | Time: 3455.58 ms [2022-04-20 00:59:10 main:581] : INFO : Epoch 1683 | loss: 0.031111 | val_loss: 0.0311592 | Time: 3451.04 ms [2022-04-20 00:59:14 main:581] : INFO : Epoch 1684 | loss: 0.0311124 | val_loss: 0.0311591 | Time: 3448.5 ms [2022-04-20 00:59:17 main:581] : INFO : Epoch 1685 | loss: 0.0311099 | val_loss: 0.0311594 | Time: 3457.82 ms [2022-04-20 00:59:21 main:581] : INFO : Epoch 1686 | loss: 0.0311078 | val_loss: 0.0311572 | Time: 3439.95 ms [2022-04-20 00:59:24 main:581] : INFO : Epoch 1687 | loss: 0.0311075 | val_loss: 0.0311618 | Time: 3448.83 ms [2022-04-20 00:59:28 main:581] : INFO : Epoch 1688 | loss: 0.0311062 | val_loss: 0.0311605 | Time: 3449.56 ms [2022-04-20 00:59:31 main:581] : INFO : Epoch 1689 | loss: 0.0311088 | val_loss: 0.0311609 | Time: 3435.35 ms [2022-04-20 00:59:35 main:581] : INFO : Epoch 1690 | loss: 0.0311097 | val_loss: 0.031161 | Time: 3440.56 ms [2022-04-20 00:59:38 main:581] : INFO : Epoch 1691 | loss: 0.0311106 | val_loss: 0.0311608 | Time: 3444.94 ms [2022-04-20 00:59:41 main:581] : INFO : Epoch 1692 | loss: 0.0311111 | val_loss: 0.0311593 | Time: 3445.96 ms [2022-04-20 00:59:45 main:581] : INFO : Epoch 1693 | loss: 0.0311483 | val_loss: 0.0311637 | Time: 3442.94 ms [2022-04-20 00:59:48 main:581] : INFO : Epoch 1694 | loss: 0.0311499 | val_loss: 0.031163 | Time: 3459.31 ms [2022-04-20 00:59:52 main:581] : INFO : Epoch 1695 | loss: 0.0311451 | val_loss: 0.0311584 | Time: 3454.1 ms [2022-04-20 00:59:55 main:581] : INFO : Epoch 1696 | loss: 0.0311414 | val_loss: 0.0311542 | Time: 3449.97 ms [2022-04-20 00:59:59 main:581] : INFO : Epoch 1697 | loss: 0.031136 | val_loss: 0.031155 | Time: 3453.25 ms [2022-04-20 01:00:02 main:581] : INFO : Epoch 1698 | loss: 0.0311342 | val_loss: 0.0311564 | Time: 3443.46 ms [2022-04-20 01:00:06 main:581] : INFO : Epoch 1699 | loss: 0.031132 | val_loss: 0.0311566 | Time: 3439.67 ms [2022-04-20 01:00:09 main:581] : INFO : Epoch 1700 | loss: 0.0311304 | val_loss: 0.0311544 | Time: 3445.29 ms [2022-04-20 01:00:12 main:581] : INFO : Epoch 1701 | loss: 0.03113 | val_loss: 0.0311515 | Time: 3453.22 ms [2022-04-20 01:00:16 main:581] : INFO : Epoch 1702 | loss: 0.0311295 | val_loss: 0.0311525 | Time: 3447.38 ms [2022-04-20 01:00:19 main:581] : INFO : Epoch 1703 | loss: 0.031127 | val_loss: 0.0311562 | Time: 3454.11 ms [2022-04-20 01:00:23 main:581] : INFO : Epoch 1704 | loss: 0.0311265 | val_loss: 0.0311552 | Time: 3447.77 ms [2022-04-20 01:00:26 main:581] : INFO : Epoch 1705 | loss: 0.0311263 | val_loss: 0.031159 | Time: 3451.39 ms [2022-04-20 01:00:30 main:581] : INFO : Epoch 1706 | loss: 0.0311261 | val_loss: 0.0311539 | Time: 3464.97 ms [2022-04-20 01:00:33 main:581] : INFO : Epoch 1707 | loss: 0.0311256 | val_loss: 0.0311525 | Time: 3441.16 ms [2022-04-20 01:00:37 main:581] : INFO : Epoch 1708 | loss: 0.0311265 | val_loss: 0.0311542 | Time: 3447.41 ms [2022-04-20 01:00:40 main:581] : INFO : Epoch 1709 | loss: 0.0311253 | val_loss: 0.0311567 | Time: 3464.27 ms [2022-04-20 01:00:44 main:581] : INFO : Epoch 1710 | loss: 0.0311235 | val_loss: 0.0311545 | Time: 3432.85 ms [2022-04-20 01:00:47 main:581] : INFO : Epoch 1711 | loss: 0.0311233 | val_loss: 0.031155 | Time: 3435.97 ms [2022-04-20 01:00:50 main:581] : INFO : Epoch 1712 | loss: 0.0311233 | val_loss: 0.0311654 | Time: 3441.19 ms [2022-04-20 01:00:54 main:581] : INFO : Epoch 1713 | loss: 0.0311215 | val_loss: 0.0311518 | Time: 3448.09 ms [2022-04-20 01:00:57 main:581] : INFO : Epoch 1714 | loss: 0.0311207 | val_loss: 0.0311535 | Time: 3446.34 ms [2022-04-20 01:01:01 main:581] : INFO : Epoch 1715 | loss: 0.0311204 | val_loss: 0.031157 | Time: 3465.58 ms [2022-04-20 01:01:04 main:581] : INFO : Epoch 1716 | loss: 0.0311248 | val_loss: 0.0311541 | Time: 3460.34 ms [2022-04-20 01:01:08 main:581] : INFO : Epoch 1717 | loss: 0.0311262 | val_loss: 0.0311577 | Time: 3445.26 ms [2022-04-20 01:01:11 main:581] : INFO : Epoch 1718 | loss: 0.0311214 | val_loss: 0.0311531 | Time: 3445.17 ms [2022-04-20 01:01:15 main:581] : INFO : Epoch 1719 | loss: 0.0311218 | val_loss: 0.0311525 | Time: 3446.51 ms [2022-04-20 01:01:18 main:581] : INFO : Epoch 1720 | loss: 0.0311212 | val_loss: 0.0311598 | Time: 3441.21 ms [2022-04-20 01:01:21 main:581] : INFO : Epoch 1721 | loss: 0.0311237 | val_loss: 0.0311529 | Time: 3450.3 ms [2022-04-20 01:01:25 main:581] : INFO : Epoch 1722 | loss: 0.0311211 | val_loss: 0.0311571 | Time: 3448.78 ms [2022-04-20 01:01:28 main:581] : INFO : Epoch 1723 | loss: 0.0311213 | val_loss: 0.0311592 | Time: 3454.96 ms [2022-04-20 01:01:32 main:581] : INFO : Epoch 1724 | loss: 0.0311227 | val_loss: 0.031161 | Time: 3458.48 ms [2022-04-20 01:01:35 main:581] : INFO : Epoch 1725 | loss: 0.0311201 | val_loss: 0.0311583 | Time: 3447.9 ms [2022-04-20 01:01:39 main:581] : INFO : Epoch 1726 | loss: 0.0311203 | val_loss: 0.0311601 | Time: 3444.16 ms [2022-04-20 01:01:42 main:581] : INFO : Epoch 1727 | loss: 0.0311212 | val_loss: 0.0311573 | Time: 3466.32 ms [2022-04-20 01:01:46 main:581] : INFO : Epoch 1728 | loss: 0.0311236 | val_loss: 0.0311554 | Time: 3439.18 ms [2022-04-20 01:01:49 main:581] : INFO : Epoch 1729 | loss: 0.0311235 | val_loss: 0.0311522 | Time: 3451.96 ms [2022-04-20 01:01:53 main:581] : INFO : Epoch 1730 | loss: 0.0311212 | val_loss: 0.0311539 | Time: 3459.9 ms [2022-04-20 01:01:56 main:581] : INFO : Epoch 1731 | loss: 0.03112 | val_loss: 0.0311602 | Time: 3436.18 ms [2022-04-20 01:01:59 main:581] : INFO : Epoch 1732 | loss: 0.0311249 | val_loss: 0.0311562 | Time: 3440.71 ms [2022-04-20 01:02:03 main:581] : INFO : Epoch 1733 | loss: 0.0311271 | val_loss: 0.0311544 | Time: 3447.17 ms [2022-04-20 01:02:06 main:581] : INFO : Epoch 1734 | loss: 0.0311224 | val_loss: 0.0311558 | Time: 3436.84 ms [2022-04-20 01:02:10 main:581] : INFO : Epoch 1735 | loss: 0.0311226 | val_loss: 0.0311537 | Time: 3447.56 ms [2022-04-20 01:02:13 main:581] : INFO : Epoch 1736 | loss: 0.0311208 | val_loss: 0.0311545 | Time: 3457.28 ms [2022-04-20 01:02:17 main:581] : INFO : Epoch 1737 | loss: 0.0311208 | val_loss: 0.0311553 | Time: 3447.08 ms [2022-04-20 01:02:20 main:581] : INFO : Epoch 1738 | loss: 0.0311222 | val_loss: 0.0311574 | Time: 3442.9 ms [2022-04-20 01:02:24 main:581] : INFO : Epoch 1739 | loss: 0.0311197 | val_loss: 0.0311562 | Time: 3452.92 ms [2022-04-20 01:02:27 main:581] : INFO : Epoch 1740 | loss: 0.0311196 | val_loss: 0.0311572 | Time: 3435.6 ms [2022-04-20 01:02:30 main:581] : INFO : Epoch 1741 | loss: 0.0311188 | val_loss: 0.0311574 | Time: 3449.57 ms [2022-04-20 01:02:34 main:581] : INFO : Epoch 1742 | loss: 0.03112 | val_loss: 0.0311554 | Time: 3446.01 ms [2022-04-20 01:02:37 main:581] : INFO : Epoch 1743 | loss: 0.031121 | val_loss: 0.0311605 | Time: 3453.13 ms [2022-04-20 01:02:41 main:581] : INFO : Epoch 1744 | loss: 0.0311194 | val_loss: 0.0311601 | Time: 3454.02 ms [2022-04-20 01:02:44 main:581] : INFO : Epoch 1745 | loss: 0.031118 | val_loss: 0.0311576 | Time: 3453.39 ms [2022-04-20 01:02:48 main:581] : INFO : Epoch 1746 | loss: 0.031118 | val_loss: 0.0311635 | Time: 3443.85 ms [2022-04-20 01:02:51 main:581] : INFO : Epoch 1747 | loss: 0.0311151 | val_loss: 0.0311576 | Time: 3445.47 ms [2022-04-20 01:02:55 main:581] : INFO : Epoch 1748 | loss: 0.0311141 | val_loss: 0.0311573 | Time: 3454.28 ms [2022-04-20 01:02:58 main:581] : INFO : Epoch 1749 | loss: 0.0311174 | val_loss: 0.0311659 | Time: 3443.85 ms [2022-04-20 01:03:01 main:581] : INFO : Epoch 1750 | loss: 0.0311168 | val_loss: 0.0311609 | Time: 3441.18 ms [2022-04-20 01:03:05 main:581] : INFO : Epoch 1751 | loss: 0.0311141 | val_loss: 0.0311583 | Time: 3460.07 ms [2022-04-20 01:03:08 main:581] : INFO : Epoch 1752 | loss: 0.0311126 | val_loss: 0.0311625 | Time: 3437.07 ms [2022-04-20 01:03:12 main:581] : INFO : Epoch 1753 | loss: 0.031112 | val_loss: 0.0311597 | Time: 3439.84 ms [2022-04-20 01:03:15 main:581] : INFO : Epoch 1754 | loss: 0.0311121 | val_loss: 0.0311592 | Time: 3450.85 ms [2022-04-20 01:03:19 main:581] : INFO : Epoch 1755 | loss: 0.031111 | val_loss: 0.0311607 | Time: 3441.09 ms [2022-04-20 01:03:22 main:581] : INFO : Epoch 1756 | loss: 0.0311108 | val_loss: 0.0311574 | Time: 3449.86 ms [2022-04-20 01:03:26 main:581] : INFO : Epoch 1757 | loss: 0.0311117 | val_loss: 0.0311599 | Time: 3457.11 ms [2022-04-20 01:03:29 main:581] : INFO : Epoch 1758 | loss: 0.0311122 | val_loss: 0.0311604 | Time: 3453.44 ms [2022-04-20 01:03:32 main:581] : INFO : Epoch 1759 | loss: 0.0311148 | val_loss: 0.0311661 | Time: 3439.53 ms [2022-04-20 01:03:36 main:581] : INFO : Epoch 1760 | loss: 0.0311125 | val_loss: 0.0311595 | Time: 3446.01 ms [2022-04-20 01:03:39 main:581] : INFO : Epoch 1761 | loss: 0.0311121 | val_loss: 0.0311604 | Time: 3447.93 ms [2022-04-20 01:03:43 main:581] : INFO : Epoch 1762 | loss: 0.0311102 | val_loss: 0.0311581 | Time: 3445 ms [2022-04-20 01:03:46 main:581] : INFO : Epoch 1763 | loss: 0.0311124 | val_loss: 0.0311565 | Time: 3442.05 ms [2022-04-20 01:03:50 main:581] : INFO : Epoch 1764 | loss: 0.0311146 | val_loss: 0.0311573 | Time: 3452.29 ms [2022-04-20 01:03:53 main:581] : INFO : Epoch 1765 | loss: 0.0311184 | val_loss: 0.0311611 | Time: 3460.75 ms [2022-04-20 01:03:57 main:581] : INFO : Epoch 1766 | loss: 0.031128 | val_loss: 0.03116 | Time: 3453.28 ms [2022-04-20 01:04:00 main:581] : INFO : Epoch 1767 | loss: 0.0311235 | val_loss: 0.0311613 | Time: 3444.7 ms [2022-04-20 01:04:04 main:581] : INFO : Epoch 1768 | loss: 0.0311207 | val_loss: 0.0311532 | Time: 3440.18 ms [2022-04-20 01:04:07 main:581] : INFO : Epoch 1769 | loss: 0.0311172 | val_loss: 0.0311597 | Time: 3458.44 ms [2022-04-20 01:04:10 main:581] : INFO : Epoch 1770 | loss: 0.0311185 | val_loss: 0.031152 | Time: 3443.76 ms [2022-04-20 01:04:14 main:581] : INFO : Epoch 1771 | loss: 0.031119 | val_loss: 0.0311537 | Time: 3445.09 ms [2022-04-20 01:04:17 main:581] : INFO : Epoch 1772 | loss: 0.0311167 | val_loss: 0.0311541 | Time: 3466.74 ms [2022-04-20 01:04:21 main:581] : INFO : Epoch 1773 | loss: 0.0311155 | val_loss: 0.0311534 | Time: 3439.72 ms [2022-04-20 01:04:24 main:581] : INFO : Epoch 1774 | loss: 0.0311147 | val_loss: 0.0311589 | Time: 3447.96 ms [2022-04-20 01:04:28 main:581] : INFO : Epoch 1775 | loss: 0.0311164 | val_loss: 0.031163 | Time: 3454.87 ms [2022-04-20 01:04:31 main:581] : INFO : Epoch 1776 | loss: 0.0311132 | val_loss: 0.0311579 | Time: 3450.58 ms [2022-04-20 01:04:35 main:581] : INFO : Epoch 1777 | loss: 0.0311131 | val_loss: 0.0311554 | Time: 3443.31 ms [2022-04-20 01:04:38 main:581] : INFO : Epoch 1778 | loss: 0.0311119 | val_loss: 0.0311577 | Time: 3456.12 ms [2022-04-20 01:04:41 main:581] : INFO : Epoch 1779 | loss: 0.0311117 | val_loss: 0.0311592 | Time: 3452.49 ms [2022-04-20 01:04:45 main:581] : INFO : Epoch 1780 | loss: 0.0311111 | val_loss: 0.0311598 | Time: 3436.17 ms [2022-04-20 01:04:48 main:581] : INFO : Epoch 1781 | loss: 0.0311107 | val_loss: 0.0311539 | Time: 3451.68 ms [2022-04-20 01:04:52 main:581] : INFO : Epoch 1782 | loss: 0.0311124 | val_loss: 0.0311587 | Time: 3444.6 ms [2022-04-20 01:04:55 main:581] : INFO : Epoch 1783 | loss: 0.031113 | val_loss: 0.0311592 | Time: 3443.1 ms [2022-04-20 01:04:59 main:581] : INFO : Epoch 1784 | loss: 0.0311105 | val_loss: 0.0311593 | Time: 3452.92 ms [2022-04-20 01:05:02 main:581] : INFO : Epoch 1785 | loss: 0.0311085 | val_loss: 0.0311527 | Time: 3454.26 ms [2022-04-20 01:05:06 main:581] : INFO : Epoch 1786 | loss: 0.03111 | val_loss: 0.031155 | Time: 3460.5 ms [2022-04-20 01:05:09 main:581] : INFO : Epoch 1787 | loss: 0.03111 | val_loss: 0.0311553 | Time: 3441.4 ms [2022-04-20 01:05:13 main:581] : INFO : Epoch 1788 | loss: 0.031112 | val_loss: 0.0311622 | Time: 3444.4 ms [2022-04-20 01:05:16 main:581] : INFO : Epoch 1789 | loss: 0.0311126 | val_loss: 0.0311603 | Time: 3438.66 ms [2022-04-20 01:05:19 main:581] : INFO : Epoch 1790 | loss: 0.0311109 | val_loss: 0.031164 | Time: 3457.58 ms [2022-04-20 01:05:23 main:581] : INFO : Epoch 1791 | loss: 0.0311089 | val_loss: 0.0311548 | Time: 3438.68 ms [2022-04-20 01:05:26 main:581] : INFO : Epoch 1792 | loss: 0.0311095 | val_loss: 0.0311578 | Time: 3443.69 ms [2022-04-20 01:05:30 main:581] : INFO : Epoch 1793 | loss: 0.0311123 | val_loss: 0.0311591 | Time: 3459.56 ms [2022-04-20 01:05:33 main:581] : INFO : Epoch 1794 | loss: 0.0311134 | val_loss: 0.0311591 | Time: 3439.81 ms [2022-04-20 01:05:37 main:581] : INFO : Epoch 1795 | loss: 0.0311152 | val_loss: 0.0311566 | Time: 3445.67 ms [2022-04-20 01:05:40 main:581] : INFO : Epoch 1796 | loss: 0.0311137 | val_loss: 0.0311591 | Time: 3450.23 ms [2022-04-20 01:05:44 main:581] : INFO : Epoch 1797 | loss: 0.0311111 | val_loss: 0.0311595 | Time: 3447 ms [2022-04-20 01:05:47 main:581] : INFO : Epoch 1798 | loss: 0.0311097 | val_loss: 0.03116 | Time: 3439.49 ms [2022-04-20 01:05:50 main:581] : INFO : Epoch 1799 | loss: 0.0311107 | val_loss: 0.031166 | Time: 3457.19 ms [2022-04-20 01:05:54 main:581] : INFO : Epoch 1800 | loss: 0.0311086 | val_loss: 0.031161 | Time: 3447.77 ms [2022-04-20 01:05:57 main:581] : INFO : Epoch 1801 | loss: 0.0311082 | val_loss: 0.0311606 | Time: 3437.91 ms [2022-04-20 01:06:01 main:581] : INFO : Epoch 1802 | loss: 0.0311104 | val_loss: 0.0311604 | Time: 3451.6 ms [2022-04-20 01:06:04 main:581] : INFO : Epoch 1803 | loss: 0.0311093 | val_loss: 0.0311616 | Time: 3441.67 ms [2022-04-20 01:06:08 main:581] : INFO : Epoch 1804 | loss: 0.0311175 | val_loss: 0.0311625 | Time: 3442.32 ms [2022-04-20 01:06:11 main:581] : INFO : Epoch 1805 | loss: 0.0311168 | val_loss: 0.0311631 | Time: 3455.49 ms [2022-04-20 01:06:15 main:581] : INFO : Epoch 1806 | loss: 0.0311165 | val_loss: 0.0311572 | Time: 3451.51 ms [2022-04-20 01:06:18 main:581] : INFO : Epoch 1807 | loss: 0.0311143 | val_loss: 0.031158 | Time: 3454.24 ms [2022-04-20 01:06:21 main:581] : INFO : Epoch 1808 | loss: 0.0311124 | val_loss: 0.0311561 | Time: 3449.48 ms [2022-04-20 01:06:25 main:581] : INFO : Epoch 1809 | loss: 0.031111 | val_loss: 0.031161 | Time: 3450.06 ms [2022-04-20 01:06:28 main:581] : INFO : Epoch 1810 | loss: 0.0311104 | val_loss: 0.0311605 | Time: 3444.69 ms [2022-04-20 01:06:32 main:581] : INFO : Epoch 1811 | loss: 0.031108 | val_loss: 0.0311543 | Time: 3458.89 ms [2022-04-20 01:06:35 main:581] : INFO : Epoch 1812 | loss: 0.0311063 | val_loss: 0.0311609 | Time: 3435.75 ms [2022-04-20 01:06:39 main:581] : INFO : Epoch 1813 | loss: 0.0311051 | val_loss: 0.0311561 | Time: 3445.34 ms [2022-04-20 01:06:42 main:581] : INFO : Epoch 1814 | loss: 0.0311077 | val_loss: 0.0311569 | Time: 3461.23 ms [2022-04-20 01:06:46 main:581] : INFO : Epoch 1815 | loss: 0.0311068 | val_loss: 0.0311627 | Time: 3442.01 ms [2022-04-20 01:06:49 main:581] : INFO : Epoch 1816 | loss: 0.0311059 | val_loss: 0.031155 | Time: 3451.75 ms [2022-04-20 01:06:52 main:581] : INFO : Epoch 1817 | loss: 0.031106 | val_loss: 0.0311688 | Time: 3437.69 ms [2022-04-20 01:06:56 main:581] : INFO : Epoch 1818 | loss: 0.0311064 | val_loss: 0.0311598 | Time: 3446.99 ms [2022-04-20 01:06:59 main:581] : INFO : Epoch 1819 | loss: 0.0311079 | val_loss: 0.0311596 | Time: 3440.44 ms [2022-04-20 01:07:03 main:581] : INFO : Epoch 1820 | loss: 0.0311156 | val_loss: 0.0311568 | Time: 3447.62 ms [2022-04-20 01:07:06 main:581] : INFO : Epoch 1821 | loss: 0.0311159 | val_loss: 0.0311552 | Time: 3453.16 ms [2022-04-20 01:07:10 main:581] : INFO : Epoch 1822 | loss: 0.0311142 | val_loss: 0.0311586 | Time: 3442.74 ms [2022-04-20 01:07:13 main:581] : INFO : Epoch 1823 | loss: 0.0311108 | val_loss: 0.0311592 | Time: 3448.7 ms [2022-04-20 01:07:17 main:581] : INFO : Epoch 1824 | loss: 0.0311123 | val_loss: 0.0311673 | Time: 3440.08 ms [2022-04-20 01:07:20 main:581] : INFO : Epoch 1825 | loss: 0.031108 | val_loss: 0.0311624 | Time: 3451.84 ms [2022-04-20 01:07:24 main:581] : INFO : Epoch 1826 | loss: 0.0311062 | val_loss: 0.0311646 | Time: 3447.24 ms [2022-04-20 01:07:27 main:581] : INFO : Epoch 1827 | loss: 0.0311072 | val_loss: 0.0311563 | Time: 3451.39 ms [2022-04-20 01:07:30 main:581] : INFO : Epoch 1828 | loss: 0.0311051 | val_loss: 0.0311634 | Time: 3455.18 ms [2022-04-20 01:07:34 main:581] : INFO : Epoch 1829 | loss: 0.0311073 | val_loss: 0.0311628 | Time: 3447.27 ms [2022-04-20 01:07:37 main:581] : INFO : Epoch 1830 | loss: 0.0311047 | val_loss: 0.0311608 | Time: 3443.58 ms [2022-04-20 01:07:41 main:581] : INFO : Epoch 1831 | loss: 0.0311048 | val_loss: 0.0311608 | Time: 3439.82 ms [2022-04-20 01:07:44 main:581] : INFO : Epoch 1832 | loss: 0.0311058 | val_loss: 0.0311601 | Time: 3460.43 ms [2022-04-20 01:07:48 main:581] : INFO : Epoch 1833 | loss: 0.0311048 | val_loss: 0.0311617 | Time: 3439.86 ms [2022-04-20 01:07:51 main:581] : INFO : Epoch 1834 | loss: 0.0311066 | val_loss: 0.0311538 | Time: 3444.38 ms [2022-04-20 01:07:55 main:581] : INFO : Epoch 1835 | loss: 0.0311046 | val_loss: 0.0311643 | Time: 3468.22 ms [2022-04-20 01:07:58 main:581] : INFO : Epoch 1836 | loss: 0.0311044 | val_loss: 0.0311568 | Time: 3438.19 ms [2022-04-20 01:08:01 main:581] : INFO : Epoch 1837 | loss: 0.0311067 | val_loss: 0.0311639 | Time: 3447.13 ms [2022-04-20 01:08:05 main:581] : INFO : Epoch 1838 | loss: 0.0311108 | val_loss: 0.0311597 | Time: 3442.99 ms [2022-04-20 01:08:08 main:581] : INFO : Epoch 1839 | loss: 0.0311105 | val_loss: 0.0311622 | Time: 3443.29 ms [2022-04-20 01:08:12 main:581] : INFO : Epoch 1840 | loss: 0.0311091 | val_loss: 0.0311546 | Time: 3435.65 ms [2022-04-20 01:08:15 main:581] : INFO : Epoch 1841 | loss: 0.0311117 | val_loss: 0.0311547 | Time: 3456.3 ms [2022-04-20 01:08:19 main:581] : INFO : Epoch 1842 | loss: 0.0311076 | val_loss: 0.0311602 | Time: 3450.16 ms [2022-04-20 01:08:22 main:581] : INFO : Epoch 1843 | loss: 0.0311085 | val_loss: 0.0311554 | Time: 3429.18 ms [2022-04-20 01:08:26 main:581] : INFO : Epoch 1844 | loss: 0.0311122 | val_loss: 0.0311632 | Time: 3451.47 ms [2022-04-20 01:08:29 main:581] : INFO : Epoch 1845 | loss: 0.0311175 | val_loss: 0.0311581 | Time: 3450.01 ms [2022-04-20 01:08:32 main:581] : INFO : Epoch 1846 | loss: 0.0311117 | val_loss: 0.0311589 | Time: 3446.87 ms [2022-04-20 01:08:36 main:581] : INFO : Epoch 1847 | loss: 0.0311104 | val_loss: 0.0311569 | Time: 3450.69 ms [2022-04-20 01:08:39 main:581] : INFO : Epoch 1848 | loss: 0.0311111 | val_loss: 0.0311607 | Time: 3449.44 ms [2022-04-20 01:08:43 main:581] : INFO : Epoch 1849 | loss: 0.0311103 | val_loss: 0.031157 | Time: 3452.35 ms [2022-04-20 01:08:46 main:581] : INFO : Epoch 1850 | loss: 0.0311086 | val_loss: 0.031159 | Time: 3450.5 ms [2022-04-20 01:08:50 main:581] : INFO : Epoch 1851 | loss: 0.0311076 | val_loss: 0.0311602 | Time: 3444.28 ms [2022-04-20 01:08:53 main:581] : INFO : Epoch 1852 | loss: 0.0311085 | val_loss: 0.0311556 | Time: 3441.03 ms [2022-04-20 01:08:57 main:581] : INFO : Epoch 1853 | loss: 0.0311075 | val_loss: 0.0311573 | Time: 3462.14 ms [2022-04-20 01:09:00 main:581] : INFO : Epoch 1854 | loss: 0.0311073 | val_loss: 0.0311618 | Time: 3441.73 ms [2022-04-20 01:09:03 main:581] : INFO : Epoch 1855 | loss: 0.0311103 | val_loss: 0.0311538 | Time: 3449.81 ms [2022-04-20 01:09:07 main:581] : INFO : Epoch 1856 | loss: 0.0311093 | val_loss: 0.0311595 | Time: 3461.62 ms [2022-04-20 01:09:10 main:581] : INFO : Epoch 1857 | loss: 0.0311081 | val_loss: 0.0311568 | Time: 3442.37 ms [2022-04-20 01:09:14 main:581] : INFO : Epoch 1858 | loss: 0.031107 | val_loss: 0.0311636 | Time: 3457.88 ms [2022-04-20 01:09:17 main:581] : INFO : Epoch 1859 | loss: 0.0311073 | val_loss: 0.0311599 | Time: 3443.04 ms [2022-04-20 01:09:21 main:581] : INFO : Epoch 1860 | loss: 0.0311137 | val_loss: 0.0311583 | Time: 3445.32 ms [2022-04-20 01:09:24 main:581] : INFO : Epoch 1861 | loss: 0.0311121 | val_loss: 0.0311546 | Time: 3441.24 ms [2022-04-20 01:09:28 main:581] : INFO : Epoch 1862 | loss: 0.0311104 | val_loss: 0.0311586 | Time: 3452.6 ms [2022-04-20 01:09:31 main:581] : INFO : Epoch 1863 | loss: 0.0311097 | val_loss: 0.0311528 | Time: 3450.84 ms [2022-04-20 01:09:35 main:581] : INFO : Epoch 1864 | loss: 0.0311095 | val_loss: 0.0311563 | Time: 3440.86 ms [2022-04-20 01:09:38 main:581] : INFO : Epoch 1865 | loss: 0.0311076 | val_loss: 0.031159 | Time: 3450.69 ms [2022-04-20 01:09:41 main:581] : INFO : Epoch 1866 | loss: 0.0311072 | val_loss: 0.0311591 | Time: 3445.48 ms [2022-04-20 01:09:45 main:581] : INFO : Epoch 1867 | loss: 0.0311062 | val_loss: 0.0311571 | Time: 3453.2 ms [2022-04-20 01:09:48 main:581] : INFO : Epoch 1868 | loss: 0.0311058 | val_loss: 0.0311603 | Time: 3446.82 ms [2022-04-20 01:09:52 main:581] : INFO : Epoch 1869 | loss: 0.0311035 | val_loss: 0.0311639 | Time: 3446.22 ms [2022-04-20 01:09:55 main:581] : INFO : Epoch 1870 | loss: 0.0311036 | val_loss: 0.0311655 | Time: 3454.55 ms [2022-04-20 01:09:59 main:581] : INFO : Epoch 1871 | loss: 0.0311063 | val_loss: 0.031156 | Time: 3445.48 ms [2022-04-20 01:10:02 main:581] : INFO : Epoch 1872 | loss: 0.0311089 | val_loss: 0.031165 | Time: 3442.47 ms [2022-04-20 01:10:06 main:581] : INFO : Epoch 1873 | loss: 0.031107 | val_loss: 0.0311598 | Time: 3438.4 ms [2022-04-20 01:10:09 main:581] : INFO : Epoch 1874 | loss: 0.0311051 | val_loss: 0.031162 | Time: 3454.65 ms [2022-04-20 01:10:12 main:581] : INFO : Epoch 1875 | loss: 0.0311041 | val_loss: 0.0311644 | Time: 3444.25 ms [2022-04-20 01:10:16 main:581] : INFO : Epoch 1876 | loss: 0.0311028 | val_loss: 0.0311617 | Time: 3451.2 ms [2022-04-20 01:10:19 main:581] : INFO : Epoch 1877 | loss: 0.0311079 | val_loss: 0.0311648 | Time: 3467.6 ms [2022-04-20 01:10:23 main:581] : INFO : Epoch 1878 | loss: 0.0311047 | val_loss: 0.0311667 | Time: 3438.4 ms [2022-04-20 01:10:26 main:581] : INFO : Epoch 1879 | loss: 0.0311042 | val_loss: 0.031167 | Time: 3449.47 ms [2022-04-20 01:10:30 main:581] : INFO : Epoch 1880 | loss: 0.0311034 | val_loss: 0.0311657 | Time: 3449.99 ms [2022-04-20 01:10:33 main:581] : INFO : Epoch 1881 | loss: 0.031106 | val_loss: 0.0311683 | Time: 3447.13 ms [2022-04-20 01:10:37 main:581] : INFO : Epoch 1882 | loss: 0.0311074 | val_loss: 0.0311647 | Time: 3433.4 ms [2022-04-20 01:10:40 main:581] : INFO : Epoch 1883 | loss: 0.0311151 | val_loss: 0.0311619 | Time: 3447.72 ms [2022-04-20 01:10:43 main:581] : INFO : Epoch 1884 | loss: 0.0311072 | val_loss: 0.0311656 | Time: 3452 ms [2022-04-20 01:10:47 main:581] : INFO : Epoch 1885 | loss: 0.0311047 | val_loss: 0.0311578 | Time: 3440.02 ms [2022-04-20 01:10:50 main:581] : INFO : Epoch 1886 | loss: 0.0311041 | val_loss: 0.0311716 | Time: 3447.77 ms [2022-04-20 01:10:54 main:581] : INFO : Epoch 1887 | loss: 0.031105 | val_loss: 0.0311643 | Time: 3446.43 ms [2022-04-20 01:10:57 main:581] : INFO : Epoch 1888 | loss: 0.0311039 | val_loss: 0.0311622 | Time: 3451.65 ms [2022-04-20 01:11:01 main:581] : INFO : Epoch 1889 | loss: 0.0311025 | val_loss: 0.0311569 | Time: 3448.23 ms [2022-04-20 01:11:04 main:581] : INFO : Epoch 1890 | loss: 0.0311007 | val_loss: 0.0311625 | Time: 3450.32 ms [2022-04-20 01:11:08 main:581] : INFO : Epoch 1891 | loss: 0.0311026 | val_loss: 0.0311603 | Time: 3453.28 ms [2022-04-20 01:11:11 main:581] : INFO : Epoch 1892 | loss: 0.0311067 | val_loss: 0.0311623 | Time: 3445.34 ms [2022-04-20 01:11:15 main:581] : INFO : Epoch 1893 | loss: 0.0311052 | val_loss: 0.0311592 | Time: 3442.39 ms [2022-04-20 01:11:18 main:581] : INFO : Epoch 1894 | loss: 0.0311038 | val_loss: 0.0311687 | Time: 3441.41 ms [2022-04-20 01:11:21 main:581] : INFO : Epoch 1895 | loss: 0.0311041 | val_loss: 0.0311641 | Time: 3457.76 ms [2022-04-20 01:11:25 main:581] : INFO : Epoch 1896 | loss: 0.0311042 | val_loss: 0.0311618 | Time: 3438.56 ms [2022-04-20 01:11:28 main:581] : INFO : Epoch 1897 | loss: 0.0311063 | val_loss: 0.0311606 | Time: 3449.77 ms [2022-04-20 01:11:32 main:581] : INFO : Epoch 1898 | loss: 0.0311085 | val_loss: 0.0311634 | Time: 3467.56 ms [2022-04-20 01:11:35 main:581] : INFO : Epoch 1899 | loss: 0.0311065 | val_loss: 0.0311615 | Time: 3436.88 ms [2022-04-20 01:11:39 main:581] : INFO : Epoch 1900 | loss: 0.0311028 | val_loss: 0.0311597 | Time: 3445.15 ms [2022-04-20 01:11:42 main:581] : INFO : Epoch 1901 | loss: 0.0311029 | val_loss: 0.0311608 | Time: 3448.72 ms [2022-04-20 01:11:46 main:581] : INFO : Epoch 1902 | loss: 0.0311039 | val_loss: 0.0311595 | Time: 3444.83 ms [2022-04-20 01:11:49 main:581] : INFO : Epoch 1903 | loss: 0.0311012 | val_loss: 0.0311637 | Time: 3445.77 ms [2022-04-20 01:11:52 main:581] : INFO : Epoch 1904 | loss: 0.0311016 | val_loss: 0.0311663 | Time: 3459.32 ms [2022-04-20 01:11:56 main:581] : INFO : Epoch 1905 | loss: 0.0310995 | val_loss: 0.0311635 | Time: 3459.18 ms [2022-04-20 01:11:59 main:581] : INFO : Epoch 1906 | loss: 0.0311016 | val_loss: 0.0311618 | Time: 3442.53 ms [2022-04-20 01:12:03 main:581] : INFO : Epoch 1907 | loss: 0.0311048 | val_loss: 0.0311669 | Time: 3458.34 ms [2022-04-20 01:12:06 main:581] : INFO : Epoch 1908 | loss: 0.0311026 | val_loss: 0.0311682 | Time: 3437.12 ms [2022-04-20 01:12:10 main:581] : INFO : Epoch 1909 | loss: 0.0311034 | val_loss: 0.0311636 | Time: 3446.47 ms [2022-04-20 01:12:13 main:581] : INFO : Epoch 1910 | loss: 0.0311022 | val_loss: 0.0311571 | Time: 3448.43 ms [2022-04-20 01:12:17 main:581] : INFO : Epoch 1911 | loss: 0.0311036 | val_loss: 0.031167 | Time: 3447.22 ms [2022-04-20 01:12:20 main:581] : INFO : Epoch 1912 | loss: 0.0311037 | val_loss: 0.0311716 | Time: 3451.85 ms [2022-04-20 01:12:23 main:581] : INFO : Epoch 1913 | loss: 0.0311057 | val_loss: 0.0311631 | Time: 3445.69 ms [2022-04-20 01:12:27 main:581] : INFO : Epoch 1914 | loss: 0.0311012 | val_loss: 0.0311644 | Time: 3450.18 ms [2022-04-20 01:12:30 main:581] : INFO : Epoch 1915 | loss: 0.0311033 | val_loss: 0.0311623 | Time: 3437.98 ms [2022-04-20 01:12:34 main:581] : INFO : Epoch 1916 | loss: 0.0311079 | val_loss: 0.0311649 | Time: 3464.05 ms [2022-04-20 01:12:37 main:581] : INFO : Epoch 1917 | loss: 0.031111 | val_loss: 0.0311588 | Time: 3443.34 ms [2022-04-20 01:12:41 main:581] : INFO : Epoch 1918 | loss: 0.0311079 | val_loss: 0.0311661 | Time: 3454.01 ms [2022-04-20 01:12:44 main:581] : INFO : Epoch 1919 | loss: 0.0311058 | val_loss: 0.0311675 | Time: 3459.84 ms [2022-04-20 01:12:48 main:581] : INFO : Epoch 1920 | loss: 0.0311073 | val_loss: 0.0311625 | Time: 3434.81 ms [2022-04-20 01:12:51 main:581] : INFO : Epoch 1921 | loss: 0.0311018 | val_loss: 0.0311627 | Time: 3443.4 ms [2022-04-20 01:12:55 main:581] : INFO : Epoch 1922 | loss: 0.0311026 | val_loss: 0.0311658 | Time: 3449.27 ms [2022-04-20 01:12:58 main:581] : INFO : Epoch 1923 | loss: 0.0311037 | val_loss: 0.0311672 | Time: 3444.59 ms [2022-04-20 01:13:01 main:581] : INFO : Epoch 1924 | loss: 0.0311074 | val_loss: 0.0311563 | Time: 3437.29 ms [2022-04-20 01:13:05 main:581] : INFO : Epoch 1925 | loss: 0.031105 | val_loss: 0.0311587 | Time: 3459.97 ms [2022-04-20 01:13:08 main:581] : INFO : Epoch 1926 | loss: 0.0311047 | val_loss: 0.0311627 | Time: 3457.22 ms [2022-04-20 01:13:12 main:581] : INFO : Epoch 1927 | loss: 0.031102 | val_loss: 0.0311643 | Time: 3440.53 ms [2022-04-20 01:13:15 main:581] : INFO : Epoch 1928 | loss: 0.0311022 | val_loss: 0.0311682 | Time: 3456.65 ms [2022-04-20 01:13:19 main:581] : INFO : Epoch 1929 | loss: 0.0311043 | val_loss: 0.0311724 | Time: 3448.89 ms [2022-04-20 01:13:22 main:581] : INFO : Epoch 1930 | loss: 0.0311074 | val_loss: 0.0311663 | Time: 3448.62 ms [2022-04-20 01:13:26 main:581] : INFO : Epoch 1931 | loss: 0.0311067 | val_loss: 0.031167 | Time: 3453.88 ms [2022-04-20 01:13:29 main:581] : INFO : Epoch 1932 | loss: 0.0311054 | val_loss: 0.0311625 | Time: 3445.86 ms [2022-04-20 01:13:32 main:581] : INFO : Epoch 1933 | loss: 0.0311056 | val_loss: 0.0311644 | Time: 3450.8 ms [2022-04-20 01:13:36 main:581] : INFO : Epoch 1934 | loss: 0.0311152 | val_loss: 0.0311618 | Time: 3449.45 ms [2022-04-20 01:13:39 main:581] : INFO : Epoch 1935 | loss: 0.0311159 | val_loss: 0.0311735 | Time: 3447 ms [2022-04-20 01:13:43 main:581] : INFO : Epoch 1936 | loss: 0.0311175 | val_loss: 0.0311665 | Time: 3445.09 ms [2022-04-20 01:13:46 main:581] : INFO : Epoch 1937 | loss: 0.031117 | val_loss: 0.031168 | Time: 3460.26 ms [2022-04-20 01:13:50 main:581] : INFO : Epoch 1938 | loss: 0.0311153 | val_loss: 0.0311608 | Time: 3444 ms [2022-04-20 01:13:53 main:581] : INFO : Epoch 1939 | loss: 0.0311223 | val_loss: 0.0311585 | Time: 3451.83 ms [2022-04-20 01:13:57 main:581] : INFO : Epoch 1940 | loss: 0.0311245 | val_loss: 0.031162 | Time: 3460.5 ms [2022-04-20 01:14:00 main:581] : INFO : Epoch 1941 | loss: 0.0311197 | val_loss: 0.0311577 | Time: 3435.95 ms [2022-04-20 01:14:04 main:581] : INFO : Epoch 1942 | loss: 0.0311174 | val_loss: 0.031159 | Time: 3442.84 ms [2022-04-20 01:14:07 main:581] : INFO : Epoch 1943 | loss: 0.0311134 | val_loss: 0.0311643 | Time: 3446.45 ms [2022-04-20 01:14:10 main:581] : INFO : Epoch 1944 | loss: 0.0311138 | val_loss: 0.0311638 | Time: 3445.57 ms [2022-04-20 01:14:14 main:581] : INFO : Epoch 1945 | loss: 0.0311118 | val_loss: 0.0311681 | Time: 3442.54 ms [2022-04-20 01:14:17 main:581] : INFO : Epoch 1946 | loss: 0.03111 | val_loss: 0.0311631 | Time: 3459.61 ms [2022-04-20 01:14:21 main:581] : INFO : Epoch 1947 | loss: 0.0311089 | val_loss: 0.0311588 | Time: 3463.33 ms [2022-04-20 01:14:24 main:581] : INFO : Epoch 1948 | loss: 0.0311065 | val_loss: 0.0311612 | Time: 3453.02 ms [2022-04-20 01:14:28 main:581] : INFO : Epoch 1949 | loss: 0.0311092 | val_loss: 0.0311606 | Time: 3459.89 ms [2022-04-20 01:14:31 main:581] : INFO : Epoch 1950 | loss: 0.0311126 | val_loss: 0.0311655 | Time: 3439.18 ms [2022-04-20 01:14:35 main:581] : INFO : Epoch 1951 | loss: 0.0311173 | val_loss: 0.0311533 | Time: 3447.39 ms [2022-04-20 01:14:38 main:581] : INFO : Epoch 1952 | loss: 0.0311143 | val_loss: 0.0311668 | Time: 3448.1 ms [2022-04-20 01:14:41 main:581] : INFO : Epoch 1953 | loss: 0.0311126 | val_loss: 0.0311596 | Time: 3453.12 ms [2022-04-20 01:14:45 main:581] : INFO : Epoch 1954 | loss: 0.0311126 | val_loss: 0.0311604 | Time: 3447.68 ms [2022-04-20 01:14:48 main:581] : INFO : Epoch 1955 | loss: 0.0311155 | val_loss: 0.0311715 | Time: 3451.29 ms [2022-04-20 01:14:52 main:581] : INFO : Epoch 1956 | loss: 0.0311235 | val_loss: 0.0311693 | Time: 3449.61 ms [2022-04-20 01:14:55 main:581] : INFO : Epoch 1957 | loss: 0.0311181 | val_loss: 0.031164 | Time: 3442.65 ms [2022-04-20 01:14:59 main:581] : INFO : Epoch 1958 | loss: 0.031115 | val_loss: 0.0311589 | Time: 3463.48 ms [2022-04-20 01:15:02 main:581] : INFO : Epoch 1959 | loss: 0.0311124 | val_loss: 0.0311628 | Time: 3441.88 ms [2022-04-20 01:15:06 main:581] : INFO : Epoch 1960 | loss: 0.0311126 | val_loss: 0.031165 | Time: 3460.74 ms [2022-04-20 01:15:09 main:581] : INFO : Epoch 1961 | loss: 0.0311164 | val_loss: 0.0311661 | Time: 3460.78 ms [2022-04-20 01:15:13 main:581] : INFO : Epoch 1962 | loss: 0.0311226 | val_loss: 0.031169 | Time: 3442.62 ms [2022-04-20 01:15:16 main:581] : INFO : Epoch 1963 | loss: 0.031124 | val_loss: 0.031164 | Time: 3435.44 ms [2022-04-20 01:15:19 main:581] : INFO : Epoch 1964 | loss: 0.0311182 | val_loss: 0.0311618 | Time: 3444.41 ms [2022-04-20 01:15:23 main:581] : INFO : Epoch 1965 | loss: 0.0311139 | val_loss: 0.0311596 | Time: 3446.22 ms [2022-04-20 01:15:26 main:581] : INFO : Epoch 1966 | loss: 0.0311111 | val_loss: 0.0311731 | Time: 3438.57 ms [2022-04-20 01:15:30 main:581] : INFO : Epoch 1967 | loss: 0.0311131 | val_loss: 0.0311609 | Time: 3459.35 ms [2022-04-20 01:15:33 main:581] : INFO : Epoch 1968 | loss: 0.0311091 | val_loss: 0.0311619 | Time: 3455.64 ms [2022-04-20 01:15:37 main:581] : INFO : Epoch 1969 | loss: 0.0311082 | val_loss: 0.0311644 | Time: 3448.48 ms [2022-04-20 01:15:40 main:581] : INFO : Epoch 1970 | loss: 0.0311058 | val_loss: 0.0311713 | Time: 3456.81 ms [2022-04-20 01:15:44 main:581] : INFO : Epoch 1971 | loss: 0.0311056 | val_loss: 0.0311645 | Time: 3437.67 ms [2022-04-20 01:15:47 main:581] : INFO : Epoch 1972 | loss: 0.0311057 | val_loss: 0.0311585 | Time: 3446.03 ms [2022-04-20 01:15:50 main:581] : INFO : Epoch 1973 | loss: 0.0311054 | val_loss: 0.0311688 | Time: 3448.46 ms [2022-04-20 01:15:54 main:581] : INFO : Epoch 1974 | loss: 0.0311075 | val_loss: 0.0311588 | Time: 3444.53 ms [2022-04-20 01:15:57 main:581] : INFO : Epoch 1975 | loss: 0.03111 | val_loss: 0.0311631 | Time: 3443.47 ms [2022-04-20 01:16:01 main:581] : INFO : Epoch 1976 | loss: 0.0311054 | val_loss: 0.0311676 | Time: 3450.03 ms [2022-04-20 01:16:04 main:581] : INFO : Epoch 1977 | loss: 0.0311064 | val_loss: 0.0311736 | Time: 3453.15 ms [2022-04-20 01:16:08 main:581] : INFO : Epoch 1978 | loss: 0.0311043 | val_loss: 0.031168 | Time: 3446.29 ms [2022-04-20 01:16:11 main:581] : INFO : Epoch 1979 | loss: 0.0311053 | val_loss: 0.0311711 | Time: 3462.43 ms [2022-04-20 01:16:15 main:581] : INFO : Epoch 1980 | loss: 0.0311067 | val_loss: 0.031162 | Time: 3444.6 ms [2022-04-20 01:16:18 main:581] : INFO : Epoch 1981 | loss: 0.031103 | val_loss: 0.0311623 | Time: 3444.27 ms [2022-04-20 01:16:22 main:581] : INFO : Epoch 1982 | loss: 0.0311066 | val_loss: 0.0311611 | Time: 3462.06 ms [2022-04-20 01:16:25 main:581] : INFO : Epoch 1983 | loss: 0.0311149 | val_loss: 0.031165 | Time: 3439.3 ms [2022-04-20 01:16:28 main:581] : INFO : Epoch 1984 | loss: 0.0311142 | val_loss: 0.03116 | Time: 3437.83 ms [2022-04-20 01:16:32 main:581] : INFO : Epoch 1985 | loss: 0.0311087 | val_loss: 0.0311595 | Time: 3438.78 ms [2022-04-20 01:16:35 main:581] : INFO : Epoch 1986 | loss: 0.0311062 | val_loss: 0.0311602 | Time: 3449.79 ms [2022-04-20 01:16:39 main:581] : INFO : Epoch 1987 | loss: 0.0311049 | val_loss: 0.031167 | Time: 3440.85 ms [2022-04-20 01:16:42 main:581] : INFO : Epoch 1988 | loss: 0.0311033 | val_loss: 0.0311638 | Time: 3455.36 ms [2022-04-20 01:16:46 main:581] : INFO : Epoch 1989 | loss: 0.0311041 | val_loss: 0.0311694 | Time: 3458.2 ms [2022-04-20 01:16:49 main:581] : INFO : Epoch 1990 | loss: 0.031103 | val_loss: 0.0311685 | Time: 3447.78 ms [2022-04-20 01:16:53 main:581] : INFO : Epoch 1991 | loss: 0.031106 | val_loss: 0.0311689 | Time: 3453.08 ms [2022-04-20 01:16:56 main:581] : INFO : Epoch 1992 | loss: 0.0311039 | val_loss: 0.0311668 | Time: 3440.82 ms [2022-04-20 01:16:59 main:581] : INFO : Epoch 1993 | loss: 0.031102 | val_loss: 0.0311795 | Time: 3445.41 ms [2022-04-20 01:17:03 main:581] : INFO : Epoch 1994 | loss: 0.0311009 | val_loss: 0.0311653 | Time: 3449.21 ms [2022-04-20 01:17:06 main:581] : INFO : Epoch 1995 | loss: 0.0311008 | val_loss: 0.0311658 | Time: 3444.14 ms [2022-04-20 01:17:10 main:581] : INFO : Epoch 1996 | loss: 0.0310997 | val_loss: 0.0311604 | Time: 3444.47 ms [2022-04-20 01:17:13 main:581] : INFO : Epoch 1997 | loss: 0.0311026 | val_loss: 0.0311648 | Time: 3447.25 ms [2022-04-20 01:17:17 main:581] : INFO : Epoch 1998 | loss: 0.0311007 | val_loss: 0.0311592 | Time: 3445.1 ms [2022-04-20 01:17:20 main:581] : INFO : Epoch 1999 | loss: 0.0310995 | val_loss: 0.0311586 | Time: 3436.86 ms [2022-04-20 01:17:24 main:581] : INFO : Epoch 2000 | loss: 0.0311003 | val_loss: 0.0311658 | Time: 3461.59 ms [2022-04-20 01:17:27 main:581] : INFO : Epoch 2001 | loss: 0.0310991 | val_loss: 0.0311607 | Time: 3430.01 ms [2022-04-20 01:17:30 main:581] : INFO : Epoch 2002 | loss: 0.0310998 | val_loss: 0.031163 | Time: 3455.25 ms [2022-04-20 01:17:34 main:581] : INFO : Epoch 2003 | loss: 0.0311154 | val_loss: 0.031156 | Time: 3461.96 ms [2022-04-20 01:17:37 main:581] : INFO : Epoch 2004 | loss: 0.0311165 | val_loss: 0.0311626 | Time: 3432.31 ms [2022-04-20 01:17:41 main:581] : INFO : Epoch 2005 | loss: 0.0311137 | val_loss: 0.0311604 | Time: 3437.86 ms [2022-04-20 01:17:44 main:581] : INFO : Epoch 2006 | loss: 0.0311119 | val_loss: 0.0311576 | Time: 3444.35 ms [2022-04-20 01:17:48 main:581] : INFO : Epoch 2007 | loss: 0.031111 | val_loss: 0.0311626 | Time: 3450.39 ms [2022-04-20 01:17:51 main:581] : INFO : Epoch 2008 | loss: 0.0311098 | val_loss: 0.0311737 | Time: 3443.22 ms [2022-04-20 01:17:55 main:581] : INFO : Epoch 2009 | loss: 0.03111 | val_loss: 0.0311674 | Time: 3464.21 ms [2022-04-20 01:17:58 main:581] : INFO : Epoch 2010 | loss: 0.0311055 | val_loss: 0.0311614 | Time: 3456.84 ms [2022-04-20 01:18:01 main:581] : INFO : Epoch 2011 | loss: 0.0311024 | val_loss: 0.0311651 | Time: 3450.1 ms [2022-04-20 01:18:05 main:581] : INFO : Epoch 2012 | loss: 0.0311018 | val_loss: 0.0311616 | Time: 3454.19 ms [2022-04-20 01:18:08 main:581] : INFO : Epoch 2013 | loss: 0.0311021 | val_loss: 0.0311641 | Time: 3441.37 ms [2022-04-20 01:18:12 main:581] : INFO : Epoch 2014 | loss: 0.031102 | val_loss: 0.031163 | Time: 3440.64 ms [2022-04-20 01:18:15 main:581] : INFO : Epoch 2015 | loss: 0.0311018 | val_loss: 0.031164 | Time: 3447.85 ms [2022-04-20 01:18:19 main:581] : INFO : Epoch 2016 | loss: 0.0311033 | val_loss: 0.03116 | Time: 3447.04 ms [2022-04-20 01:18:22 main:581] : INFO : Epoch 2017 | loss: 0.0311014 | val_loss: 0.0311603 | Time: 3444.46 ms [2022-04-20 01:18:26 main:581] : INFO : Epoch 2018 | loss: 0.0310999 | val_loss: 0.0311607 | Time: 3449.87 ms [2022-04-20 01:18:29 main:581] : INFO : Epoch 2019 | loss: 0.0311038 | val_loss: 0.0311576 | Time: 3446.91 ms [2022-04-20 01:18:32 main:581] : INFO : Epoch 2020 | loss: 0.0311007 | val_loss: 0.0311591 | Time: 3443.53 ms [2022-04-20 01:18:36 main:581] : INFO : Epoch 2021 | loss: 0.0311004 | val_loss: 0.0311599 | Time: 3464.54 ms [2022-04-20 01:18:39 main:581] : INFO : Epoch 2022 | loss: 0.0311042 | val_loss: 0.0311626 | Time: 3443.41 ms [2022-04-20 01:18:43 main:581] : INFO : Epoch 2023 | loss: 0.0311087 | val_loss: 0.0311641 | Time: 3446.92 ms [2022-04-20 01:18:46 main:581] : INFO : Epoch 2024 | loss: 0.031107 | val_loss: 0.0311595 | Time: 3464.83 ms [2022-04-20 01:18:50 main:581] : INFO : Epoch 2025 | loss: 0.0311093 | val_loss: 0.0311633 | Time: 3436.07 ms [2022-04-20 01:18:53 main:581] : INFO : Epoch 2026 | loss: 0.0311105 | val_loss: 0.0311563 | Time: 3436.44 ms [2022-04-20 01:18:57 main:581] : INFO : Epoch 2027 | loss: 0.0311129 | val_loss: 0.0311579 | Time: 3445.99 ms [2022-04-20 01:19:00 main:581] : INFO : Epoch 2028 | loss: 0.0311069 | val_loss: 0.0311586 | Time: 3448.25 ms [2022-04-20 01:19:04 main:581] : INFO : Epoch 2029 | loss: 0.0311073 | val_loss: 0.0311582 | Time: 3439.37 ms [2022-04-20 01:19:07 main:581] : INFO : Epoch 2030 | loss: 0.0311055 | val_loss: 0.0311535 | Time: 3461.18 ms [2022-04-20 01:19:10 main:581] : INFO : Epoch 2031 | loss: 0.0311059 | val_loss: 0.0311587 | Time: 3458.16 ms [2022-04-20 01:19:14 main:581] : INFO : Epoch 2032 | loss: 0.0311054 | val_loss: 0.0311573 | Time: 3452.74 ms [2022-04-20 01:19:17 main:581] : INFO : Epoch 2033 | loss: 0.0311043 | val_loss: 0.031163 | Time: 3452.52 ms [2022-04-20 01:19:21 main:581] : INFO : Epoch 2034 | loss: 0.0311043 | val_loss: 0.0311593 | Time: 3439.97 ms [2022-04-20 01:19:24 main:581] : INFO : Epoch 2035 | loss: 0.0311023 | val_loss: 0.0311578 | Time: 3448.35 ms [2022-04-20 01:19:28 main:581] : INFO : Epoch 2036 | loss: 0.0311015 | val_loss: 0.031157 | Time: 3447.61 ms [2022-04-20 01:19:31 main:581] : INFO : Epoch 2037 | loss: 0.0311013 | val_loss: 0.0311643 | Time: 3455.98 ms [2022-04-20 01:19:35 main:581] : INFO : Epoch 2038 | loss: 0.0311043 | val_loss: 0.0311643 | Time: 3455.55 ms [2022-04-20 01:19:38 main:581] : INFO : Epoch 2039 | loss: 0.0311044 | val_loss: 0.0311601 | Time: 3443.71 ms [2022-04-20 01:19:41 main:581] : INFO : Epoch 2040 | loss: 0.0311058 | val_loss: 0.0311551 | Time: 3454.93 ms [2022-04-20 01:19:45 main:581] : INFO : Epoch 2041 | loss: 0.0311049 | val_loss: 0.0311585 | Time: 3444.22 ms [2022-04-20 01:19:48 main:581] : INFO : Epoch 2042 | loss: 0.0311032 | val_loss: 0.0311657 | Time: 3456.47 ms [2022-04-20 01:19:52 main:581] : INFO : Epoch 2043 | loss: 0.0311021 | val_loss: 0.031163 | Time: 3437.58 ms [2022-04-20 01:19:55 main:581] : INFO : Epoch 2044 | loss: 0.031105 | val_loss: 0.0311562 | Time: 3446.87 ms [2022-04-20 01:19:59 main:581] : INFO : Epoch 2045 | loss: 0.0311046 | val_loss: 0.0311614 | Time: 3460.64 ms [2022-04-20 01:20:02 main:581] : INFO : Epoch 2046 | loss: 0.0311047 | val_loss: 0.03116 | Time: 3429.72 ms [2022-04-20 01:20:06 main:581] : INFO : Epoch 2047 | loss: 0.0311026 | val_loss: 0.0311667 | Time: 3439.29 ms [2022-04-20 01:20:09 main:581] : INFO : Epoch 2048 | loss: 0.0311077 | val_loss: 0.0311598 | Time: 3445.79 ms [2022-04-20 01:20:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311598 [2022-04-20 01:20:09 main:610] : INFO : Saving end state to config to file [2022-04-20 01:20:09 main:615] : INFO : Success, exiting.. 01:20:09 (26860): 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)