Task 14627197
| Name | ParityModified-1647044542-21202-3-0_2 |
| Workunit | 11219347 |
| Created | 20 Apr 2022, 17:40:14 UTC |
| Sent | 20 Apr 2022, 17:42:19 UTC |
| Report deadline | 28 Apr 2022, 17:42:19 UTC |
| Received | 20 Apr 2022, 21:39:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19547 |
| Run time | 1 hours 58 min 1 sec |
| CPU time | 1 hours 57 min 58 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 | 1.83 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> :10:04 main:581] : INFO : Epoch 1538 | loss: 0.0311186 | val_loss: 0.0311544 | Time: 3465.68 ms [2022-04-20 16:10:08 main:581] : INFO : Epoch 1539 | loss: 0.031119 | val_loss: 0.0311568 | Time: 3457.24 ms [2022-04-20 16:10:11 main:581] : INFO : Epoch 1540 | loss: 0.0311186 | val_loss: 0.0311522 | Time: 3452.28 ms [2022-04-20 16:10:15 main:581] : INFO : Epoch 1541 | loss: 0.031115 | val_loss: 0.0311564 | Time: 3463.72 ms [2022-04-20 16:10:18 main:581] : INFO : Epoch 1542 | loss: 0.0311154 | val_loss: 0.0311535 | Time: 3456.58 ms [2022-04-20 16:10:22 main:581] : INFO : Epoch 1543 | loss: 0.0311167 | val_loss: 0.0311533 | Time: 3441.33 ms [2022-04-20 16:10:25 main:581] : INFO : Epoch 1544 | loss: 0.0311193 | val_loss: 0.0311581 | Time: 3447.23 ms [2022-04-20 16:10:28 main:581] : INFO : Epoch 1545 | loss: 0.0311181 | val_loss: 0.0311563 | Time: 3459.63 ms [2022-04-20 16:10:32 main:581] : INFO : Epoch 1546 | loss: 0.0311182 | val_loss: 0.0311531 | Time: 3446.11 ms [2022-04-20 16:10:35 main:581] : INFO : Epoch 1547 | loss: 0.0311209 | val_loss: 0.0311647 | Time: 3456.98 ms [2022-04-20 16:10:39 main:581] : INFO : Epoch 1548 | loss: 0.0311225 | val_loss: 0.0311607 | Time: 3471.48 ms [2022-04-20 16:10:42 main:581] : INFO : Epoch 1549 | loss: 0.0311181 | val_loss: 0.0311566 | Time: 3443.55 ms [2022-04-20 16:10:46 main:581] : INFO : Epoch 1550 | loss: 0.0311233 | val_loss: 0.0311584 | Time: 3452.96 ms [2022-04-20 16:10:49 main:581] : INFO : Epoch 1551 | loss: 0.0311234 | val_loss: 0.0311564 | Time: 3454.48 ms [2022-04-20 16:10:53 main:581] : INFO : Epoch 1552 | loss: 0.03112 | val_loss: 0.0311551 | Time: 3446.48 ms [2022-04-20 16:10:56 main:581] : INFO : Epoch 1553 | loss: 0.0311202 | val_loss: 0.0311625 | Time: 3451.6 ms [2022-04-20 16:11:00 main:581] : INFO : Epoch 1554 | loss: 0.031118 | val_loss: 0.0311592 | Time: 3463.66 ms [2022-04-20 16:11:03 main:581] : INFO : Epoch 1555 | loss: 0.0311165 | val_loss: 0.0311579 | Time: 3457.29 ms [2022-04-20 16:11:06 main:581] : INFO : Epoch 1556 | loss: 0.0311179 | val_loss: 0.0311614 | Time: 3447.99 ms [2022-04-20 16:11:10 main:581] : INFO : Epoch 1557 | loss: 0.0311218 | val_loss: 0.0311569 | Time: 3457.62 ms [2022-04-20 16:11:13 main:581] : INFO : Epoch 1558 | loss: 0.0311182 | val_loss: 0.0311626 | Time: 3448 ms [2022-04-20 16:11:17 main:581] : INFO : Epoch 1559 | loss: 0.0311166 | val_loss: 0.0311588 | Time: 3461.95 ms [2022-04-20 16:11:20 main:581] : INFO : Epoch 1560 | loss: 0.0311168 | val_loss: 0.0311598 | Time: 3457.43 ms [2022-04-20 16:11:24 main:581] : INFO : Epoch 1561 | loss: 0.0311178 | val_loss: 0.0311607 | Time: 3450.69 ms [2022-04-20 16:11:27 main:581] : INFO : Epoch 1562 | loss: 0.0311167 | val_loss: 0.0311587 | Time: 3454.45 ms [2022-04-20 16:11:31 main:581] : INFO : Epoch 1563 | loss: 0.0311142 | val_loss: 0.0311563 | Time: 3461.09 ms [2022-04-20 16:11:34 main:581] : INFO : Epoch 1564 | loss: 0.0311131 | val_loss: 0.0311562 | Time: 3445.55 ms [2022-04-20 16:11:38 main:581] : INFO : Epoch 1565 | loss: 0.0311137 | val_loss: 0.0311582 | Time: 3454.99 ms [2022-04-20 16:11:41 main:581] : INFO : Epoch 1566 | loss: 0.0311148 | val_loss: 0.0311611 | Time: 3462.05 ms [2022-04-20 16:11:44 main:581] : INFO : Epoch 1567 | loss: 0.0311167 | val_loss: 0.0311574 | Time: 3446.28 ms [2022-04-20 16:11:48 main:581] : INFO : Epoch 1568 | loss: 0.0311154 | val_loss: 0.0311579 | Time: 3456.95 ms [2022-04-20 16:11:51 main:581] : INFO : Epoch 1569 | loss: 0.0311164 | val_loss: 0.0311576 | Time: 3466.27 ms [2022-04-20 16:11:55 main:581] : INFO : Epoch 1570 | loss: 0.0311139 | val_loss: 0.031155 | Time: 3449.52 ms [2022-04-20 16:11:58 main:581] : INFO : Epoch 1571 | loss: 0.0311152 | val_loss: 0.0311574 | Time: 3460 ms [2022-04-20 16:12:02 main:581] : INFO : Epoch 1572 | loss: 0.0311161 | val_loss: 0.0311613 | Time: 3456.09 ms [2022-04-20 16:12:05 main:581] : INFO : Epoch 1573 | loss: 0.0311156 | val_loss: 0.0311602 | Time: 3449.9 ms [2022-04-20 16:12:09 main:581] : INFO : Epoch 1574 | loss: 0.031115 | val_loss: 0.0311611 | Time: 3445.56 ms [2022-04-20 16:12:12 main:581] : INFO : Epoch 1575 | loss: 0.0311129 | val_loss: 0.0311672 | Time: 3463.08 ms [2022-04-20 16:12:16 main:581] : INFO : Epoch 1576 | loss: 0.0311154 | val_loss: 0.0311589 | Time: 3462.39 ms [2022-04-20 16:12:19 main:581] : INFO : Epoch 1577 | loss: 0.031116 | val_loss: 0.0311648 | Time: 3455.06 ms [2022-04-20 16:12:23 main:581] : INFO : Epoch 1578 | loss: 0.031118 | val_loss: 0.0311613 | Time: 3460.75 ms [2022-04-20 16:12:26 main:581] : INFO : Epoch 1579 | loss: 0.0311142 | val_loss: 0.0311574 | Time: 3449.4 ms [2022-04-20 16:12:29 main:581] : INFO : Epoch 1580 | loss: 0.0311121 | val_loss: 0.0311654 | Time: 3459.73 ms [2022-04-20 16:12:33 main:581] : INFO : Epoch 1581 | loss: 0.0311149 | val_loss: 0.0311564 | Time: 3454.78 ms [2022-04-20 16:12:36 main:581] : INFO : Epoch 1582 | loss: 0.0311155 | val_loss: 0.0311577 | Time: 3448.65 ms [2022-04-20 16:12:40 main:581] : INFO : Epoch 1583 | loss: 0.0311127 | val_loss: 0.03116 | Time: 3464.02 ms [2022-04-20 16:12:43 main:581] : INFO : Epoch 1584 | loss: 0.0311133 | val_loss: 0.0311614 | Time: 3459.76 ms [2022-04-20 16:12:47 main:581] : INFO : Epoch 1585 | loss: 0.0311151 | val_loss: 0.0311595 | Time: 3449.44 ms [2022-04-20 16:12:50 main:581] : INFO : Epoch 1586 | loss: 0.0311141 | val_loss: 0.0311571 | Time: 3447.82 ms [2022-04-20 16:12:54 main:581] : INFO : Epoch 1587 | loss: 0.0311118 | val_loss: 0.0311634 | Time: 3462.22 ms [2022-04-20 16:12:57 main:581] : INFO : Epoch 1588 | loss: 0.0311146 | val_loss: 0.0311588 | Time: 3449.12 ms [2022-04-20 16:13:01 main:581] : INFO : Epoch 1589 | loss: 0.031115 | val_loss: 0.0311595 | Time: 3458.55 ms [2022-04-20 16:13:04 main:581] : INFO : Epoch 1590 | loss: 0.0311126 | val_loss: 0.0311606 | Time: 3465.02 ms [2022-04-20 16:13:07 main:581] : INFO : Epoch 1591 | loss: 0.0311148 | val_loss: 0.0311589 | Time: 3444.57 ms [2022-04-20 16:13:11 main:581] : INFO : Epoch 1592 | loss: 0.0311155 | val_loss: 0.0311639 | Time: 3455.38 ms [2022-04-20 16:13:14 main:581] : INFO : Epoch 1593 | loss: 0.0311157 | val_loss: 0.0311561 | Time: 3462.4 ms [2022-04-20 16:13:18 main:581] : INFO : Epoch 1594 | loss: 0.0311151 | val_loss: 0.0311529 | Time: 3443.51 ms [2022-04-20 16:13:21 main:581] : INFO : Epoch 1595 | loss: 0.0311138 | val_loss: 0.0311603 | Time: 3451.37 ms [2022-04-20 16:13:25 main:581] : INFO : Epoch 1596 | loss: 0.0311148 | val_loss: 0.0311614 | Time: 3464.35 ms [2022-04-20 16:13:28 main:581] : INFO : Epoch 1597 | loss: 0.0311154 | val_loss: 0.0311611 | Time: 3464.78 ms [2022-04-20 16:13:32 main:581] : INFO : Epoch 1598 | loss: 0.0311149 | val_loss: 0.0311594 | Time: 3452.55 ms [2022-04-20 16:13:35 main:581] : INFO : Epoch 1599 | loss: 0.0311137 | val_loss: 0.0311556 | Time: 3458.58 ms [2022-04-20 16:13:39 main:581] : INFO : Epoch 1600 | loss: 0.0311126 | val_loss: 0.0311601 | Time: 3453.44 ms [2022-04-20 16:13:42 main:581] : INFO : Epoch 1601 | loss: 0.0311118 | val_loss: 0.0311567 | Time: 3465.5 ms [2022-04-20 16:13:45 main:581] : INFO : Epoch 1602 | loss: 0.0311125 | val_loss: 0.031158 | Time: 3457.79 ms [2022-04-20 16:13:49 main:581] : INFO : Epoch 1603 | loss: 0.0311192 | val_loss: 0.0311576 | Time: 3452.97 ms [2022-04-20 16:13:52 main:581] : INFO : Epoch 1604 | loss: 0.0311186 | val_loss: 0.0311578 | Time: 3460.78 ms [2022-04-20 16:13:56 main:581] : INFO : Epoch 1605 | loss: 0.0311186 | val_loss: 0.031153 | Time: 3457.12 ms [2022-04-20 16:13:59 main:581] : INFO : Epoch 1606 | loss: 0.0311176 | val_loss: 0.0311609 | Time: 3447.19 ms [2022-04-20 16:14:03 main:581] : INFO : Epoch 1607 | loss: 0.0311165 | val_loss: 0.0311643 | Time: 3454.3 ms [2022-04-20 16:14:06 main:581] : INFO : Epoch 1608 | loss: 0.03112 | val_loss: 0.0311545 | Time: 3457.35 ms [2022-04-20 16:14:10 main:581] : INFO : Epoch 1609 | loss: 0.0311264 | val_loss: 0.0311615 | Time: 3447.25 ms [2022-04-20 16:14:13 main:581] : INFO : Epoch 1610 | loss: 0.0311291 | val_loss: 0.0311564 | Time: 3457.49 ms [2022-04-20 16:14:17 main:581] : INFO : Epoch 1611 | loss: 0.0311257 | val_loss: 0.031164 | Time: 3465.27 ms [2022-04-20 16:14:20 main:581] : INFO : Epoch 1612 | loss: 0.0311216 | val_loss: 0.0311562 | Time: 3444.38 ms [2022-04-20 16:14:23 main:581] : INFO : Epoch 1613 | loss: 0.0311216 | val_loss: 0.0311575 | Time: 3458.42 ms [2022-04-20 16:14:27 main:581] : INFO : Epoch 1614 | loss: 0.0311234 | val_loss: 0.0311598 | Time: 3462.2 ms [2022-04-20 16:14:30 main:581] : INFO : Epoch 1615 | loss: 0.0311232 | val_loss: 0.0311579 | Time: 3456.12 ms [2022-04-20 16:14:34 main:581] : INFO : Epoch 1616 | loss: 0.0311227 | val_loss: 0.0311612 | Time: 3448.31 ms [2022-04-20 16:14:37 main:581] : INFO : Epoch 1617 | loss: 0.0311223 | val_loss: 0.0311563 | Time: 3467.74 ms [2022-04-20 16:14:41 main:581] : INFO : Epoch 1618 | loss: 0.0311232 | val_loss: 0.0311588 | Time: 3463.26 ms [2022-04-20 16:14:44 main:581] : INFO : Epoch 1619 | loss: 0.0311203 | val_loss: 0.0311589 | Time: 3451.61 ms [2022-04-20 16:14:48 main:581] : INFO : Epoch 1620 | loss: 0.0311198 | val_loss: 0.031159 | Time: 3461.99 ms [2022-04-20 16:14:51 main:581] : INFO : Epoch 1621 | loss: 0.0311206 | val_loss: 0.0311625 | Time: 3445.58 ms [2022-04-20 16:14:55 main:581] : INFO : Epoch 1622 | loss: 0.0311173 | val_loss: 0.0311597 | Time: 3461.98 ms [2022-04-20 16:14:58 main:581] : INFO : Epoch 1623 | loss: 0.0311156 | val_loss: 0.0311626 | Time: 3456.24 ms [2022-04-20 16:15:01 main:581] : INFO : Epoch 1624 | loss: 0.031118 | val_loss: 0.0311634 | Time: 3449.19 ms [2022-04-20 16:15:05 main:581] : INFO : Epoch 1625 | loss: 0.0311201 | val_loss: 0.03116 | Time: 3466.35 ms [2022-04-20 16:15:08 main:581] : INFO : Epoch 1626 | loss: 0.0311186 | val_loss: 0.0311568 | Time: 3457.24 ms [2022-04-20 16:15:12 main:581] : INFO : Epoch 1627 | loss: 0.0311204 | val_loss: 0.0311577 | Time: 3449.01 ms [2022-04-20 16:15:15 main:581] : INFO : Epoch 1628 | loss: 0.0311184 | val_loss: 0.0311586 | Time: 3450.66 ms [2022-04-20 16:15:19 main:581] : INFO : Epoch 1629 | loss: 0.0311195 | val_loss: 0.0311654 | Time: 3463.49 ms [2022-04-20 16:15:22 main:581] : INFO : Epoch 1630 | loss: 0.0311167 | val_loss: 0.0311641 | Time: 3445.31 ms [2022-04-20 16:15:26 main:581] : INFO : Epoch 1631 | loss: 0.0311167 | val_loss: 0.0311599 | Time: 3458.85 ms [2022-04-20 16:15:29 main:581] : INFO : Epoch 1632 | loss: 0.031114 | val_loss: 0.031166 | Time: 3466.89 ms [2022-04-20 16:15:33 main:581] : INFO : Epoch 1633 | loss: 0.0311143 | val_loss: 0.0311609 | Time: 3447.17 ms [2022-04-20 16:15:36 main:581] : INFO : Epoch 1634 | loss: 0.0311183 | val_loss: 0.0311607 | Time: 3453.72 ms [2022-04-20 16:15:40 main:581] : INFO : Epoch 1635 | loss: 0.0311192 | val_loss: 0.0311576 | Time: 3459.32 ms [2022-04-20 16:15:43 main:581] : INFO : Epoch 1636 | loss: 0.0311165 | val_loss: 0.0311588 | Time: 3449.09 ms [2022-04-20 16:15:46 main:581] : INFO : Epoch 1637 | loss: 0.0311156 | val_loss: 0.0311577 | Time: 3450.56 ms [2022-04-20 16:15:50 main:581] : INFO : Epoch 1638 | loss: 0.0311168 | val_loss: 0.0311612 | Time: 3461.07 ms [2022-04-20 16:15:53 main:581] : INFO : Epoch 1639 | loss: 0.0311218 | val_loss: 0.0311575 | Time: 3464.15 ms [2022-04-20 16:15:57 main:581] : INFO : Epoch 1640 | loss: 0.0311242 | val_loss: 0.0311659 | Time: 3462.11 ms [2022-04-20 16:16:00 main:581] : INFO : Epoch 1641 | loss: 0.0311217 | val_loss: 0.0311567 | Time: 3458.75 ms [2022-04-20 16:16:04 main:581] : INFO : Epoch 1642 | loss: 0.0311206 | val_loss: 0.0311591 | Time: 3449.33 ms [2022-04-20 16:16:07 main:581] : INFO : Epoch 1643 | loss: 0.0311186 | val_loss: 0.0311612 | Time: 3465.86 ms [2022-04-20 16:16:11 main:581] : INFO : Epoch 1644 | loss: 0.0311178 | val_loss: 0.0311628 | Time: 3454.47 ms [2022-04-20 16:16:14 main:581] : INFO : Epoch 1645 | loss: 0.0311155 | val_loss: 0.031161 | Time: 3451.14 ms [2022-04-20 16:16:18 main:581] : INFO : Epoch 1646 | loss: 0.0311151 | val_loss: 0.031162 | Time: 3463.47 ms [2022-04-20 16:16:21 main:581] : INFO : Epoch 1647 | loss: 0.0311155 | val_loss: 0.0311561 | Time: 3456.72 ms [2022-04-20 16:16:24 main:581] : INFO : Epoch 1648 | loss: 0.0311163 | val_loss: 0.0311631 | Time: 3458.06 ms [2022-04-20 16:16:28 main:581] : INFO : Epoch 1649 | loss: 0.031117 | val_loss: 0.0311553 | Time: 3453.78 ms [2022-04-20 16:16:31 main:581] : INFO : Epoch 1650 | loss: 0.0311204 | val_loss: 0.0311571 | Time: 3458.48 ms [2022-04-20 16:16:35 main:581] : INFO : Epoch 1651 | loss: 0.0311166 | val_loss: 0.0311555 | Time: 3440.74 ms [2022-04-20 16:16:38 main:581] : INFO : Epoch 1652 | loss: 0.0311159 | val_loss: 0.0311576 | Time: 3462.38 ms [2022-04-20 16:16:42 main:581] : INFO : Epoch 1653 | loss: 0.0311178 | val_loss: 0.0311555 | Time: 3473.83 ms [2022-04-20 16:16:45 main:581] : INFO : Epoch 1654 | loss: 0.0311193 | val_loss: 0.031152 | Time: 3444.08 ms [2022-04-20 16:16:49 main:581] : INFO : Epoch 1655 | loss: 0.0311184 | val_loss: 0.0311606 | Time: 3454.2 ms [2022-04-20 16:16:52 main:581] : INFO : Epoch 1656 | loss: 0.0311166 | val_loss: 0.0311543 | Time: 3460.8 ms [2022-04-20 16:16:56 main:581] : INFO : Epoch 1657 | loss: 0.031114 | val_loss: 0.0311545 | Time: 3451.13 ms [2022-04-20 16:16:59 main:581] : INFO : Epoch 1658 | loss: 0.0311141 | val_loss: 0.0311579 | Time: 3444.12 ms [2022-04-20 16:17:02 main:581] : INFO : Epoch 1659 | loss: 0.031121 | val_loss: 0.0311506 | Time: 3467.48 ms [2022-04-20 16:17:06 main:581] : INFO : Epoch 1660 | loss: 0.0311245 | val_loss: 0.0311533 | Time: 3471.37 ms [2022-04-20 16:17:09 main:581] : INFO : Epoch 1661 | loss: 0.0311239 | val_loss: 0.0311532 | Time: 3452.43 ms [2022-04-20 16:17:13 main:581] : INFO : Epoch 1662 | loss: 0.0311205 | val_loss: 0.0311582 | Time: 3462.83 ms [2022-04-20 16:17:16 main:581] : INFO : Epoch 1663 | loss: 0.0311199 | val_loss: 0.0311535 | Time: 3441.7 ms [2022-04-20 16:17:20 main:581] : INFO : Epoch 1664 | loss: 0.0311202 | val_loss: 0.0311577 | Time: 3459.46 ms [2022-04-20 16:17:23 main:581] : INFO : Epoch 1665 | loss: 0.0311157 | val_loss: 0.0311528 | Time: 3454.32 ms [2022-04-20 16:17:27 main:581] : INFO : Epoch 1666 | loss: 0.0311163 | val_loss: 0.031158 | Time: 3452.68 ms [2022-04-20 16:17:30 main:581] : INFO : Epoch 1667 | loss: 0.0311157 | val_loss: 0.0311568 | Time: 3464.19 ms [2022-04-20 16:17:34 main:581] : INFO : Epoch 1668 | loss: 0.0311153 | val_loss: 0.0311541 | Time: 3461.78 ms [2022-04-20 16:17:37 main:581] : INFO : Epoch 1669 | loss: 0.0311183 | val_loss: 0.0311541 | Time: 3457.23 ms [2022-04-20 16:17:40 main:581] : INFO : Epoch 1670 | loss: 0.0311163 | val_loss: 0.0311507 | Time: 3452.46 ms [2022-04-20 16:17:44 main:581] : INFO : Epoch 1671 | loss: 0.0311155 | val_loss: 0.0311547 | Time: 3458.04 ms [2022-04-20 16:17:47 main:581] : INFO : Epoch 1672 | loss: 0.0311178 | val_loss: 0.03115 | Time: 3441.45 ms [2022-04-20 16:17:51 main:581] : INFO : Epoch 1673 | loss: 0.0311198 | val_loss: 0.0311606 | Time: 3460.26 ms [2022-04-20 16:17:54 main:581] : INFO : Epoch 1674 | loss: 0.0311174 | val_loss: 0.031153 | Time: 3464.53 ms [2022-04-20 16:17:58 main:581] : INFO : Epoch 1675 | loss: 0.031116 | val_loss: 0.0311546 | Time: 3436.71 ms [2022-04-20 16:18:01 main:581] : INFO : Epoch 1676 | loss: 0.0311158 | val_loss: 0.0311567 | Time: 3453.71 ms [2022-04-20 16:18:05 main:581] : INFO : Epoch 1677 | loss: 0.0311153 | val_loss: 0.0311556 | Time: 3455.8 ms [2022-04-20 16:18:08 main:581] : INFO : Epoch 1678 | loss: 0.0311148 | val_loss: 0.0311527 | Time: 3452.11 ms [2022-04-20 16:18:12 main:581] : INFO : Epoch 1679 | loss: 0.0311141 | val_loss: 0.0311559 | Time: 3454.99 ms [2022-04-20 16:18:15 main:581] : INFO : Epoch 1680 | loss: 0.0311147 | val_loss: 0.0311519 | Time: 3468.02 ms [2022-04-20 16:18:19 main:581] : INFO : Epoch 1681 | loss: 0.0311137 | val_loss: 0.0311577 | Time: 3460.32 ms [2022-04-20 16:18:22 main:581] : INFO : Epoch 1682 | loss: 0.0311126 | val_loss: 0.0311558 | Time: 3459.62 ms [2022-04-20 16:18:25 main:581] : INFO : Epoch 1683 | loss: 0.0311123 | val_loss: 0.0311595 | Time: 3462.5 ms [2022-04-20 16:18:29 main:581] : INFO : Epoch 1684 | loss: 0.0311126 | val_loss: 0.0311536 | Time: 3448.78 ms [2022-04-20 16:18:32 main:581] : INFO : Epoch 1685 | loss: 0.031113 | val_loss: 0.0311576 | Time: 3462.61 ms [2022-04-20 16:18:36 main:581] : INFO : Epoch 1686 | loss: 0.0311157 | val_loss: 0.0311516 | Time: 3452.27 ms [2022-04-20 16:18:39 main:581] : INFO : Epoch 1687 | loss: 0.031115 | val_loss: 0.0311556 | Time: 3450.6 ms [2022-04-20 16:18:43 main:581] : INFO : Epoch 1688 | loss: 0.031117 | val_loss: 0.0311596 | Time: 3459.48 ms [2022-04-20 16:18:46 main:581] : INFO : Epoch 1689 | loss: 0.0311164 | val_loss: 0.0311589 | Time: 3459.77 ms [2022-04-20 16:18:50 main:581] : INFO : Epoch 1690 | loss: 0.0311139 | val_loss: 0.031154 | Time: 3456.53 ms [2022-04-20 16:18:53 main:581] : INFO : Epoch 1691 | loss: 0.0311119 | val_loss: 0.0311599 | Time: 3457.29 ms [2022-04-20 16:18:57 main:581] : INFO : Epoch 1692 | loss: 0.0311124 | val_loss: 0.0311606 | Time: 3464.38 ms [2022-04-20 16:19:00 main:581] : INFO : Epoch 1693 | loss: 0.0311112 | val_loss: 0.0311618 | Time: 3436.43 ms [2022-04-20 16:19:03 main:581] : INFO : Epoch 1694 | loss: 0.0311109 | val_loss: 0.0311635 | Time: 3459.66 ms [2022-04-20 16:19:07 main:581] : INFO : Epoch 1695 | loss: 0.0311142 | val_loss: 0.0311596 | Time: 3465.05 ms [2022-04-20 16:19:10 main:581] : INFO : Epoch 1696 | loss: 0.0311209 | val_loss: 0.0311578 | Time: 3445.93 ms [2022-04-20 16:19:14 main:581] : INFO : Epoch 1697 | loss: 0.0311186 | val_loss: 0.0311588 | Time: 3453.28 ms [2022-04-20 16:19:17 main:581] : INFO : Epoch 1698 | loss: 0.0311149 | val_loss: 0.0311573 | Time: 3457.44 ms [2022-04-20 16:19:21 main:581] : INFO : Epoch 1699 | loss: 0.0311148 | val_loss: 0.0311589 | Time: 3457.4 ms [2022-04-20 16:19:24 main:581] : INFO : Epoch 1700 | loss: 0.031113 | val_loss: 0.0311544 | Time: 3452.33 ms [2022-04-20 16:19:28 main:581] : INFO : Epoch 1701 | loss: 0.0311124 | val_loss: 0.0311512 | Time: 3461.15 ms [2022-04-20 16:19:31 main:581] : INFO : Epoch 1702 | loss: 0.0311146 | val_loss: 0.0311635 | Time: 3459.77 ms [2022-04-20 16:19:35 main:581] : INFO : Epoch 1703 | loss: 0.0311145 | val_loss: 0.0311569 | Time: 3456.03 ms [2022-04-20 16:19:38 main:581] : INFO : Epoch 1704 | loss: 0.0311153 | val_loss: 0.0311537 | Time: 3460.24 ms [2022-04-20 16:19:41 main:581] : INFO : Epoch 1705 | loss: 0.0311154 | val_loss: 0.0311558 | Time: 3444.89 ms [2022-04-20 16:19:45 main:581] : INFO : Epoch 1706 | loss: 0.0311157 | val_loss: 0.0311549 | Time: 3458.6 ms [2022-04-20 16:19:48 main:581] : INFO : Epoch 1707 | loss: 0.0311156 | val_loss: 0.0311535 | Time: 3455.53 ms [2022-04-20 16:19:52 main:581] : INFO : Epoch 1708 | loss: 0.0311143 | val_loss: 0.0311557 | Time: 3455.12 ms [2022-04-20 16:19:55 main:581] : INFO : Epoch 1709 | loss: 0.0311171 | val_loss: 0.031166 | Time: 3460.45 ms [2022-04-20 16:19:59 main:581] : INFO : Epoch 1710 | loss: 0.0311199 | val_loss: 0.0311613 | Time: 3462.1 ms [2022-04-20 16:20:02 main:581] : INFO : Epoch 1711 | loss: 0.0311162 | val_loss: 0.0311651 | Time: 3451.93 ms [2022-04-20 16:20:06 main:581] : INFO : Epoch 1712 | loss: 0.0311196 | val_loss: 0.0311579 | Time: 3453.42 ms [2022-04-20 16:20:09 main:581] : INFO : Epoch 1713 | loss: 0.0311162 | val_loss: 0.0311586 | Time: 3461.24 ms [2022-04-20 16:20:13 main:581] : INFO : Epoch 1714 | loss: 0.0311146 | val_loss: 0.0311537 | Time: 3440.49 ms [2022-04-20 16:20:16 main:581] : INFO : Epoch 1715 | loss: 0.0311155 | val_loss: 0.0311597 | Time: 3456.87 ms [2022-04-20 16:20:19 main:581] : INFO : Epoch 1716 | loss: 0.0311127 | val_loss: 0.0311584 | Time: 3468.85 ms [2022-04-20 16:20:23 main:581] : INFO : Epoch 1717 | loss: 0.0311122 | val_loss: 0.0311622 | Time: 3447.42 ms [2022-04-20 16:20:26 main:581] : INFO : Epoch 1718 | loss: 0.031113 | val_loss: 0.0311584 | Time: 3451.62 ms [2022-04-20 16:20:30 main:581] : INFO : Epoch 1719 | loss: 0.0311105 | val_loss: 0.0311611 | Time: 3456.63 ms [2022-04-20 16:20:33 main:581] : INFO : Epoch 1720 | loss: 0.0311132 | val_loss: 0.0311611 | Time: 3462.88 ms [2022-04-20 16:20:37 main:581] : INFO : Epoch 1721 | loss: 0.0311136 | val_loss: 0.0311634 | Time: 3457.91 ms [2022-04-20 16:20:40 main:581] : INFO : Epoch 1722 | loss: 0.0311102 | val_loss: 0.0311546 | Time: 3467.51 ms [2022-04-20 16:20:44 main:581] : INFO : Epoch 1723 | loss: 0.0311111 | val_loss: 0.0311578 | Time: 3457.03 ms [2022-04-20 16:20:47 main:581] : INFO : Epoch 1724 | loss: 0.0311108 | val_loss: 0.0311558 | Time: 3456.97 ms [2022-04-20 16:20:51 main:581] : INFO : Epoch 1725 | loss: 0.0311099 | val_loss: 0.0311551 | Time: 3460.07 ms [2022-04-20 16:20:54 main:581] : INFO : Epoch 1726 | loss: 0.03111 | val_loss: 0.0311618 | Time: 3441.73 ms [2022-04-20 16:20:58 main:581] : INFO : Epoch 1727 | loss: 0.0311112 | val_loss: 0.0311598 | Time: 3463.9 ms [2022-04-20 16:21:01 main:581] : INFO : Epoch 1728 | loss: 0.0311115 | val_loss: 0.0311555 | Time: 3453.11 ms [2022-04-20 16:21:04 main:581] : INFO : Epoch 1729 | loss: 0.0311103 | val_loss: 0.0311548 | Time: 3457.78 ms [2022-04-20 16:21:08 main:581] : INFO : Epoch 1730 | loss: 0.0311124 | val_loss: 0.0311579 | Time: 3463.65 ms [2022-04-20 16:21:11 main:581] : INFO : Epoch 1731 | loss: 0.0311127 | val_loss: 0.0311581 | Time: 3460.28 ms [2022-04-20 16:21:15 main:581] : INFO : Epoch 1732 | loss: 0.0311112 | val_loss: 0.0311575 | Time: 3444.44 ms [2022-04-20 16:21:18 main:581] : INFO : Epoch 1733 | loss: 0.0311119 | val_loss: 0.0311607 | Time: 3463.09 ms [2022-04-20 16:21:22 main:581] : INFO : Epoch 1734 | loss: 0.0311185 | val_loss: 0.0311604 | Time: 3457.95 ms [2022-04-20 16:21:25 main:581] : INFO : Epoch 1735 | loss: 0.0311172 | val_loss: 0.0311575 | Time: 3437.62 ms [2022-04-20 16:21:29 main:581] : INFO : Epoch 1736 | loss: 0.0311158 | val_loss: 0.0311597 | Time: 3453.2 ms [2022-04-20 16:21:32 main:581] : INFO : Epoch 1737 | loss: 0.0311147 | val_loss: 0.0311565 | Time: 3468.31 ms [2022-04-20 16:21:36 main:581] : INFO : Epoch 1738 | loss: 0.0311144 | val_loss: 0.0311586 | Time: 3448.27 ms [2022-04-20 16:21:39 main:581] : INFO : Epoch 1739 | loss: 0.0311147 | val_loss: 0.0311522 | Time: 3454.94 ms [2022-04-20 16:21:42 main:581] : INFO : Epoch 1740 | loss: 0.0311152 | val_loss: 0.0311597 | Time: 3461.6 ms [2022-04-20 16:21:46 main:581] : INFO : Epoch 1741 | loss: 0.0311127 | val_loss: 0.031156 | Time: 3455.53 ms [2022-04-20 16:21:49 main:581] : INFO : Epoch 1742 | loss: 0.0311115 | val_loss: 0.0311549 | Time: 3453.5 ms [2022-04-20 16:21:53 main:581] : INFO : Epoch 1743 | loss: 0.0311119 | val_loss: 0.0311579 | Time: 3465.1 ms [2022-04-20 16:21:56 main:581] : INFO : Epoch 1744 | loss: 0.0311137 | val_loss: 0.0311615 | Time: 3457.81 ms [2022-04-20 16:22:00 main:581] : INFO : Epoch 1745 | loss: 0.0311124 | val_loss: 0.0311608 | Time: 3457.38 ms [2022-04-20 16:22:03 main:581] : INFO : Epoch 1746 | loss: 0.0311147 | val_loss: 0.0311638 | Time: 3455.84 ms [2022-04-20 16:22:07 main:581] : INFO : Epoch 1747 | loss: 0.0311217 | val_loss: 0.031158 | Time: 3441.82 ms [2022-04-20 16:22:10 main:581] : INFO : Epoch 1748 | loss: 0.0311194 | val_loss: 0.0311529 | Time: 3457.65 ms [2022-04-20 16:22:14 main:581] : INFO : Epoch 1749 | loss: 0.0311191 | val_loss: 0.0311523 | Time: 3450.06 ms [2022-04-20 16:22:17 main:581] : INFO : Epoch 1750 | loss: 0.0311172 | val_loss: 0.0311548 | Time: 3463.47 ms [2022-04-20 16:22:20 main:581] : INFO : Epoch 1751 | loss: 0.0311185 | val_loss: 0.0311514 | Time: 3459.49 ms [2022-04-20 16:22:24 main:581] : INFO : Epoch 1752 | loss: 0.0311181 | val_loss: 0.0311538 | Time: 3458.72 ms [2022-04-20 16:22:27 main:581] : INFO : Epoch 1753 | loss: 0.0311173 | val_loss: 0.0311524 | Time: 3448.46 ms [2022-04-20 16:22:31 main:581] : INFO : Epoch 1754 | loss: 0.0311173 | val_loss: 0.0311534 | Time: 3452.15 ms [2022-04-20 16:22:34 main:581] : INFO : Epoch 1755 | loss: 0.0311185 | val_loss: 0.0311509 | Time: 3459.2 ms [2022-04-20 16:22:38 main:581] : INFO : Epoch 1756 | loss: 0.031116 | val_loss: 0.0311551 | Time: 3440.84 ms [2022-04-20 16:22:41 main:581] : INFO : Epoch 1757 | loss: 0.0311145 | val_loss: 0.0311555 | Time: 3458.67 ms [2022-04-20 16:22:45 main:581] : INFO : Epoch 1758 | loss: 0.0311148 | val_loss: 0.0311516 | Time: 3467.98 ms [2022-04-20 16:22:48 main:581] : INFO : Epoch 1759 | loss: 0.0311155 | val_loss: 0.0311586 | Time: 3447.05 ms [2022-04-20 16:22:52 main:581] : INFO : Epoch 1760 | loss: 0.0311151 | val_loss: 0.0311533 | Time: 3447.82 ms [2022-04-20 16:22:55 main:581] : INFO : Epoch 1761 | loss: 0.0311119 | val_loss: 0.0311556 | Time: 3464.04 ms [2022-04-20 16:22:58 main:581] : INFO : Epoch 1762 | loss: 0.0311143 | val_loss: 0.0311531 | Time: 3455.21 ms [2022-04-20 16:23:02 main:581] : INFO : Epoch 1763 | loss: 0.0311137 | val_loss: 0.031151 | Time: 3451.41 ms [2022-04-20 16:23:05 main:581] : INFO : Epoch 1764 | loss: 0.0311133 | val_loss: 0.0311533 | Time: 3462.94 ms [2022-04-20 16:23:09 main:581] : INFO : Epoch 1765 | loss: 0.0311123 | val_loss: 0.0311507 | Time: 3454.05 ms [2022-04-20 16:23:12 main:581] : INFO : Epoch 1766 | loss: 0.0311138 | val_loss: 0.0311555 | Time: 3461.03 ms [2022-04-20 16:23:16 main:581] : INFO : Epoch 1767 | loss: 0.0311181 | val_loss: 0.0311529 | Time: 3458.1 ms [2022-04-20 16:23:19 main:581] : INFO : Epoch 1768 | loss: 0.0311138 | val_loss: 0.031154 | Time: 3446.32 ms [2022-04-20 16:23:23 main:581] : INFO : Epoch 1769 | loss: 0.0311122 | val_loss: 0.0311547 | Time: 3456.77 ms [2022-04-20 16:23:26 main:581] : INFO : Epoch 1770 | loss: 0.0311118 | val_loss: 0.0311581 | Time: 3456.97 ms [2022-04-20 16:23:30 main:581] : INFO : Epoch 1771 | loss: 0.0311113 | val_loss: 0.0311541 | Time: 3457.82 ms [2022-04-20 16:23:33 main:581] : INFO : Epoch 1772 | loss: 0.0311125 | val_loss: 0.0311591 | Time: 3465.66 ms [2022-04-20 16:23:36 main:581] : INFO : Epoch 1773 | loss: 0.0311109 | val_loss: 0.031159 | Time: 3459.4 ms [2022-04-20 16:23:40 main:581] : INFO : Epoch 1774 | loss: 0.0311121 | val_loss: 0.0311549 | Time: 3448.47 ms [2022-04-20 16:23:43 main:581] : INFO : Epoch 1775 | loss: 0.031113 | val_loss: 0.0311583 | Time: 3449.53 ms [2022-04-20 16:23:47 main:581] : INFO : Epoch 1776 | loss: 0.0311128 | val_loss: 0.0311597 | Time: 3458.85 ms [2022-04-20 16:23:50 main:581] : INFO : Epoch 1777 | loss: 0.0311151 | val_loss: 0.0311582 | Time: 3432.24 ms [2022-04-20 16:23:54 main:581] : INFO : Epoch 1778 | loss: 0.0311163 | val_loss: 0.031168 | Time: 3452.84 ms [2022-04-20 16:23:57 main:581] : INFO : Epoch 1779 | loss: 0.0311301 | val_loss: 0.0311752 | Time: 3468.18 ms [2022-04-20 16:24:01 main:581] : INFO : Epoch 1780 | loss: 0.0316817 | val_loss: 0.0325146 | Time: 3452.49 ms [2022-04-20 16:24:04 main:581] : INFO : Epoch 1781 | loss: 0.0319992 | val_loss: 0.0315092 | Time: 3460.56 ms [2022-04-20 16:24:08 main:581] : INFO : Epoch 1782 | loss: 0.0313678 | val_loss: 0.0312061 | Time: 3456.4 ms [2022-04-20 16:24:11 main:581] : INFO : Epoch 1783 | loss: 0.0311616 | val_loss: 0.031159 | Time: 3456.8 ms [2022-04-20 16:24:14 main:581] : INFO : Epoch 1784 | loss: 0.0311333 | val_loss: 0.0311661 | Time: 3453.47 ms [2022-04-20 16:24:18 main:581] : INFO : Epoch 1785 | loss: 0.0311264 | val_loss: 0.0311573 | Time: 3470.36 ms [2022-04-20 16:24:21 main:581] : INFO : Epoch 1786 | loss: 0.0311218 | val_loss: 0.0311523 | Time: 3456.62 ms [2022-04-20 16:24:25 main:581] : INFO : Epoch 1787 | loss: 0.0311206 | val_loss: 0.0311542 | Time: 3450.15 ms [2022-04-20 16:24:28 main:581] : INFO : Epoch 1788 | loss: 0.0311227 | val_loss: 0.0311575 | Time: 3462.08 ms [2022-04-20 16:24:32 main:581] : INFO : Epoch 1789 | loss: 0.0311219 | val_loss: 0.0311546 | Time: 3444.61 ms [2022-04-20 16:24:35 main:581] : INFO : Epoch 1790 | loss: 0.0311181 | val_loss: 0.0311561 | Time: 3458.46 ms [2022-04-20 16:24:39 main:581] : INFO : Epoch 1791 | loss: 0.0311209 | val_loss: 0.0311573 | Time: 3453.38 ms [2022-04-20 16:24:42 main:581] : INFO : Epoch 1792 | loss: 0.0311224 | val_loss: 0.0311559 | Time: 3456.57 ms [2022-04-20 16:24:46 main:581] : INFO : Epoch 1793 | loss: 0.0311186 | val_loss: 0.0311555 | Time: 3470.15 ms [2022-04-20 16:24:49 main:581] : INFO : Epoch 1794 | loss: 0.0311149 | val_loss: 0.0311576 | Time: 3464.25 ms [2022-04-20 16:24:53 main:581] : INFO : Epoch 1795 | loss: 0.0311148 | val_loss: 0.0311585 | Time: 3446.39 ms [2022-04-20 16:24:56 main:581] : INFO : Epoch 1796 | loss: 0.0311127 | val_loss: 0.0311602 | Time: 3452.13 ms [2022-04-20 16:24:59 main:581] : INFO : Epoch 1797 | loss: 0.0311149 | val_loss: 0.0311561 | Time: 3460.25 ms [2022-04-20 16:25:03 main:581] : INFO : Epoch 1798 | loss: 0.0311128 | val_loss: 0.0311599 | Time: 3437.99 ms [2022-04-20 16:25:06 main:581] : INFO : Epoch 1799 | loss: 0.0311109 | val_loss: 0.0311569 | Time: 3452.08 ms [2022-04-20 16:25:10 main:581] : INFO : Epoch 1800 | loss: 0.0311124 | val_loss: 0.0311564 | Time: 3467.41 ms [2022-04-20 16:25:13 main:581] : INFO : Epoch 1801 | loss: 0.0311168 | val_loss: 0.0311586 | Time: 3446.02 ms [2022-04-20 16:25:17 main:581] : INFO : Epoch 1802 | loss: 0.0311192 | val_loss: 0.0311565 | Time: 3454 ms [2022-04-20 16:25:20 main:581] : INFO : Epoch 1803 | loss: 0.0311211 | val_loss: 0.0311565 | Time: 3460.76 ms [2022-04-20 16:25:24 main:581] : INFO : Epoch 1804 | loss: 0.0311206 | val_loss: 0.0311618 | Time: 3452.11 ms [2022-04-20 16:25:27 main:581] : INFO : Epoch 1805 | loss: 0.0311202 | val_loss: 0.0311576 | Time: 3451.78 ms [2022-04-20 16:25:31 main:581] : INFO : Epoch 1806 | loss: 0.0311166 | val_loss: 0.0311578 | Time: 3460.07 ms [2022-04-20 16:25:34 main:581] : INFO : Epoch 1807 | loss: 0.0311144 | val_loss: 0.0311559 | Time: 3452.37 ms [2022-04-20 16:25:37 main:581] : INFO : Epoch 1808 | loss: 0.0311127 | val_loss: 0.0311564 | Time: 3451.63 ms [2022-04-20 16:25:41 main:581] : INFO : Epoch 1809 | loss: 0.0311149 | val_loss: 0.0311551 | Time: 3461.45 ms [2022-04-20 16:25:44 main:581] : INFO : Epoch 1810 | loss: 0.0311142 | val_loss: 0.0311543 | Time: 3451.12 ms [2022-04-20 16:25:48 main:581] : INFO : Epoch 1811 | loss: 0.0311139 | val_loss: 0.0311588 | Time: 3457.86 ms [2022-04-20 16:25:51 main:581] : INFO : Epoch 1812 | loss: 0.0311125 | val_loss: 0.0311576 | Time: 3454.08 ms [2022-04-20 16:25:55 main:581] : INFO : Epoch 1813 | loss: 0.0311123 | val_loss: 0.0311603 | Time: 3463.19 ms [2022-04-20 16:25:58 main:581] : INFO : Epoch 1814 | loss: 0.031111 | val_loss: 0.0311567 | Time: 3460.68 ms [2022-04-20 16:26:02 main:581] : INFO : Epoch 1815 | loss: 0.0311116 | val_loss: 0.0311596 | Time: 3456.33 ms [2022-04-20 16:26:05 main:581] : INFO : Epoch 1816 | loss: 0.0311102 | val_loss: 0.0311611 | Time: 3440.13 ms [2022-04-20 16:26:09 main:581] : INFO : Epoch 1817 | loss: 0.0311095 | val_loss: 0.0311664 | Time: 3456.14 ms [2022-04-20 16:26:12 main:581] : INFO : Epoch 1818 | loss: 0.0311087 | val_loss: 0.0311632 | Time: 3460.66 ms [2022-04-20 16:26:15 main:581] : INFO : Epoch 1819 | loss: 0.0311082 | val_loss: 0.0311622 | Time: 3441.4 ms [2022-04-20 16:26:19 main:581] : INFO : Epoch 1820 | loss: 0.0311088 | val_loss: 0.0311575 | Time: 3452.98 ms [2022-04-20 16:26:22 main:581] : INFO : Epoch 1821 | loss: 0.0311095 | val_loss: 0.0311628 | Time: 3467.15 ms [2022-04-20 16:26:26 main:581] : INFO : Epoch 1822 | loss: 0.0311072 | val_loss: 0.0311639 | Time: 3450.95 ms [2022-04-20 16:26:29 main:581] : INFO : Epoch 1823 | loss: 0.0311098 | val_loss: 0.0311596 | Time: 3459.74 ms [2022-04-20 16:26:33 main:581] : INFO : Epoch 1824 | loss: 0.0311122 | val_loss: 0.0311609 | Time: 3461.8 ms [2022-04-20 16:26:36 main:581] : INFO : Epoch 1825 | loss: 0.0311144 | val_loss: 0.031156 | Time: 3451.04 ms [2022-04-20 16:26:40 main:581] : INFO : Epoch 1826 | loss: 0.031115 | val_loss: 0.0311629 | Time: 3455.39 ms [2022-04-20 16:26:43 main:581] : INFO : Epoch 1827 | loss: 0.0311237 | val_loss: 0.0311648 | Time: 3467.47 ms [2022-04-20 16:26:47 main:581] : INFO : Epoch 1828 | loss: 0.0311262 | val_loss: 0.0311554 | Time: 3456.21 ms [2022-04-20 16:26:50 main:581] : INFO : Epoch 1829 | loss: 0.031122 | val_loss: 0.0311642 | Time: 3454.55 ms [2022-04-20 16:26:53 main:581] : INFO : Epoch 1830 | loss: 0.0311216 | val_loss: 0.0311556 | Time: 3457.04 ms [2022-04-20 16:26:57 main:581] : INFO : Epoch 1831 | loss: 0.0311206 | val_loss: 0.0311552 | Time: 3449.64 ms [2022-04-20 16:27:00 main:581] : INFO : Epoch 1832 | loss: 0.03112 | val_loss: 0.0311522 | Time: 3461.73 ms [2022-04-20 16:27:04 main:581] : INFO : Epoch 1833 | loss: 0.0311164 | val_loss: 0.0311574 | Time: 3454.1 ms [2022-04-20 16:27:07 main:581] : INFO : Epoch 1834 | loss: 0.03112 | val_loss: 0.0311539 | Time: 3449.79 ms [2022-04-20 16:27:11 main:581] : INFO : Epoch 1835 | loss: 0.0311208 | val_loss: 0.0311525 | Time: 3470.42 ms [2022-04-20 16:27:14 main:581] : INFO : Epoch 1836 | loss: 0.0311173 | val_loss: 0.0311553 | Time: 3461 ms [2022-04-20 16:27:18 main:581] : INFO : Epoch 1837 | loss: 0.0311151 | val_loss: 0.0311608 | Time: 3448.01 ms [2022-04-20 16:27:21 main:581] : INFO : Epoch 1838 | loss: 0.0311177 | val_loss: 0.0311623 | Time: 3447.64 ms [2022-04-20 16:27:25 main:581] : INFO : Epoch 1839 | loss: 0.0311151 | val_loss: 0.0311553 | Time: 3459.04 ms [2022-04-20 16:27:28 main:581] : INFO : Epoch 1840 | loss: 0.0311129 | val_loss: 0.0311569 | Time: 3441.15 ms [2022-04-20 16:27:31 main:581] : INFO : Epoch 1841 | loss: 0.0311133 | val_loss: 0.0311649 | Time: 3453.85 ms [2022-04-20 16:27:35 main:581] : INFO : Epoch 1842 | loss: 0.0311136 | val_loss: 0.0311642 | Time: 3464.47 ms [2022-04-20 16:27:38 main:581] : INFO : Epoch 1843 | loss: 0.0311123 | val_loss: 0.0311598 | Time: 3448.07 ms [2022-04-20 16:27:42 main:581] : INFO : Epoch 1844 | loss: 0.0311118 | val_loss: 0.0311534 | Time: 3458.15 ms [2022-04-20 16:27:45 main:581] : INFO : Epoch 1845 | loss: 0.0311119 | val_loss: 0.0311565 | Time: 3458.32 ms [2022-04-20 16:27:49 main:581] : INFO : Epoch 1846 | loss: 0.0311144 | val_loss: 0.0311577 | Time: 3448.78 ms [2022-04-20 16:27:52 main:581] : INFO : Epoch 1847 | loss: 0.031116 | val_loss: 0.0311539 | Time: 3445.41 ms [2022-04-20 16:27:56 main:581] : INFO : Epoch 1848 | loss: 0.0311159 | val_loss: 0.0311577 | Time: 3464.08 ms [2022-04-20 16:27:59 main:581] : INFO : Epoch 1849 | loss: 0.0311157 | val_loss: 0.03116 | Time: 3450.8 ms [2022-04-20 16:28:03 main:581] : INFO : Epoch 1850 | loss: 0.0311257 | val_loss: 0.0311617 | Time: 3454.54 ms [2022-04-20 16:28:06 main:581] : INFO : Epoch 1851 | loss: 0.0311343 | val_loss: 0.0311553 | Time: 3456.43 ms [2022-04-20 16:28:09 main:581] : INFO : Epoch 1852 | loss: 0.0311369 | val_loss: 0.0311546 | Time: 3452.56 ms [2022-04-20 16:28:13 main:581] : INFO : Epoch 1853 | loss: 0.0311338 | val_loss: 0.0311556 | Time: 3459 ms [2022-04-20 16:28:16 main:581] : INFO : Epoch 1854 | loss: 0.0311337 | val_loss: 0.0311532 | Time: 3451.76 ms [2022-04-20 16:28:20 main:581] : INFO : Epoch 1855 | loss: 0.0311306 | val_loss: 0.0311553 | Time: 3462.12 ms [2022-04-20 16:28:23 main:581] : INFO : Epoch 1856 | loss: 0.0311284 | val_loss: 0.0311569 | Time: 3465.33 ms [2022-04-20 16:28:27 main:581] : INFO : Epoch 1857 | loss: 0.0311264 | val_loss: 0.0311583 | Time: 3458.92 ms [2022-04-20 16:28:30 main:581] : INFO : Epoch 1858 | loss: 0.0311237 | val_loss: 0.0311583 | Time: 3445.64 ms [2022-04-20 16:28:34 main:581] : INFO : Epoch 1859 | loss: 0.0311248 | val_loss: 0.031156 | Time: 3454.83 ms [2022-04-20 16:28:37 main:581] : INFO : Epoch 1860 | loss: 0.0311222 | val_loss: 0.0311507 | Time: 3459.8 ms [2022-04-20 16:28:41 main:581] : INFO : Epoch 1861 | loss: 0.0311247 | val_loss: 0.0311544 | Time: 3439.66 ms [2022-04-20 16:28:44 main:581] : INFO : Epoch 1862 | loss: 0.0311242 | val_loss: 0.0311517 | Time: 3451.7 ms [2022-04-20 16:28:47 main:581] : INFO : Epoch 1863 | loss: 0.0311219 | val_loss: 0.0311527 | Time: 3468.92 ms [2022-04-20 16:28:51 main:581] : INFO : Epoch 1864 | loss: 0.0311208 | val_loss: 0.0311515 | Time: 3450.94 ms [2022-04-20 16:28:54 main:581] : INFO : Epoch 1865 | loss: 0.0311198 | val_loss: 0.0311501 | Time: 3461.43 ms [2022-04-20 16:28:58 main:581] : INFO : Epoch 1866 | loss: 0.0311199 | val_loss: 0.0311536 | Time: 3461.43 ms [2022-04-20 16:29:01 main:581] : INFO : Epoch 1867 | loss: 0.0311227 | val_loss: 0.0311558 | Time: 3450.25 ms [2022-04-20 16:29:05 main:581] : INFO : Epoch 1868 | loss: 0.0311198 | val_loss: 0.0311541 | Time: 3453.06 ms [2022-04-20 16:29:08 main:581] : INFO : Epoch 1869 | loss: 0.0311189 | val_loss: 0.0311578 | Time: 3464.13 ms [2022-04-20 16:29:12 main:581] : INFO : Epoch 1870 | loss: 0.0311199 | val_loss: 0.0311611 | Time: 3456.58 ms [2022-04-20 16:29:15 main:581] : INFO : Epoch 1871 | loss: 0.0311271 | val_loss: 0.0311595 | Time: 3450.18 ms [2022-04-20 16:29:19 main:581] : INFO : Epoch 1872 | loss: 0.0311246 | val_loss: 0.0311619 | Time: 3455.5 ms [2022-04-20 16:29:22 main:581] : INFO : Epoch 1873 | loss: 0.0311221 | val_loss: 0.0311532 | Time: 3454.5 ms [2022-04-20 16:29:25 main:581] : INFO : Epoch 1874 | loss: 0.031123 | val_loss: 0.0311555 | Time: 3459.94 ms [2022-04-20 16:29:29 main:581] : INFO : Epoch 1875 | loss: 0.031126 | val_loss: 0.0311584 | Time: 3456.69 ms [2022-04-20 16:29:32 main:581] : INFO : Epoch 1876 | loss: 0.0311232 | val_loss: 0.0311569 | Time: 3453.92 ms [2022-04-20 16:29:36 main:581] : INFO : Epoch 1877 | loss: 0.0311212 | val_loss: 0.0311614 | Time: 3468.21 ms [2022-04-20 16:29:39 main:581] : INFO : Epoch 1878 | loss: 0.0311204 | val_loss: 0.0311584 | Time: 3459.67 ms [2022-04-20 16:29:43 main:581] : INFO : Epoch 1879 | loss: 0.0311211 | val_loss: 0.0311586 | Time: 3446.48 ms [2022-04-20 16:29:46 main:581] : INFO : Epoch 1880 | loss: 0.031121 | val_loss: 0.0311599 | Time: 3451 ms [2022-04-20 16:29:50 main:581] : INFO : Epoch 1881 | loss: 0.0311208 | val_loss: 0.0311615 | Time: 3452.9 ms [2022-04-20 16:29:53 main:581] : INFO : Epoch 1882 | loss: 0.0311205 | val_loss: 0.0311576 | Time: 3441.81 ms [2022-04-20 16:29:57 main:581] : INFO : Epoch 1883 | loss: 0.0311219 | val_loss: 0.0311558 | Time: 3460.78 ms [2022-04-20 16:30:00 main:581] : INFO : Epoch 1884 | loss: 0.0311206 | val_loss: 0.0311583 | Time: 3467.09 ms [2022-04-20 16:30:03 main:581] : INFO : Epoch 1885 | loss: 0.0311213 | val_loss: 0.0311556 | Time: 3445.43 ms [2022-04-20 16:30:07 main:581] : INFO : Epoch 1886 | loss: 0.0311194 | val_loss: 0.031156 | Time: 3457.72 ms [2022-04-20 16:30:10 main:581] : INFO : Epoch 1887 | loss: 0.0311176 | val_loss: 0.0311574 | Time: 3457.14 ms [2022-04-20 16:30:14 main:581] : INFO : Epoch 1888 | loss: 0.0311162 | val_loss: 0.0311581 | Time: 3447.04 ms [2022-04-20 16:30:17 main:581] : INFO : Epoch 1889 | loss: 0.0311161 | val_loss: 0.0311579 | Time: 3442.17 ms [2022-04-20 16:30:21 main:581] : INFO : Epoch 1890 | loss: 0.0311188 | val_loss: 0.0311614 | Time: 3463.21 ms [2022-04-20 16:30:24 main:581] : INFO : Epoch 1891 | loss: 0.0311222 | val_loss: 0.031159 | Time: 3455.33 ms [2022-04-20 16:30:28 main:581] : INFO : Epoch 1892 | loss: 0.0311181 | val_loss: 0.0311656 | Time: 3452.65 ms [2022-04-20 16:30:31 main:581] : INFO : Epoch 1893 | loss: 0.0311157 | val_loss: 0.0311552 | Time: 3459.99 ms [2022-04-20 16:30:35 main:581] : INFO : Epoch 1894 | loss: 0.0311142 | val_loss: 0.0311611 | Time: 3453.72 ms [2022-04-20 16:30:38 main:581] : INFO : Epoch 1895 | loss: 0.0311132 | val_loss: 0.0311584 | Time: 3464.83 ms [2022-04-20 16:30:42 main:581] : INFO : Epoch 1896 | loss: 0.0311137 | val_loss: 0.0311542 | Time: 3457.08 ms [2022-04-20 16:30:45 main:581] : INFO : Epoch 1897 | loss: 0.0311159 | val_loss: 0.0311582 | Time: 3454.96 ms [2022-04-20 16:30:48 main:581] : INFO : Epoch 1898 | loss: 0.0311249 | val_loss: 0.0311623 | Time: 3461.9 ms [2022-04-20 16:30:52 main:581] : INFO : Epoch 1899 | loss: 0.0311256 | val_loss: 0.0311555 | Time: 3459.61 ms [2022-04-20 16:30:55 main:581] : INFO : Epoch 1900 | loss: 0.0311255 | val_loss: 0.0311594 | Time: 3445.24 ms [2022-04-20 16:30:59 main:581] : INFO : Epoch 1901 | loss: 0.0311246 | val_loss: 0.0311616 | Time: 3447.57 ms [2022-04-20 16:31:02 main:581] : INFO : Epoch 1902 | loss: 0.031126 | val_loss: 0.0311583 | Time: 3462.1 ms [2022-04-20 16:31:06 main:581] : INFO : Epoch 1903 | loss: 0.0311249 | val_loss: 0.0311594 | Time: 3444.62 ms [2022-04-20 16:31:09 main:581] : INFO : Epoch 1904 | loss: 0.0311256 | val_loss: 0.0311594 | Time: 3457.33 ms [2022-04-20 16:31:13 main:581] : INFO : Epoch 1905 | loss: 0.0311232 | val_loss: 0.0311548 | Time: 3466.02 ms [2022-04-20 16:31:16 main:581] : INFO : Epoch 1906 | loss: 0.0311223 | val_loss: 0.0311677 | Time: 3451.55 ms [2022-04-20 16:31:20 main:581] : INFO : Epoch 1907 | loss: 0.031124 | val_loss: 0.0311584 | Time: 3457.9 ms [2022-04-20 16:31:23 main:581] : INFO : Epoch 1908 | loss: 0.0311217 | val_loss: 0.0311615 | Time: 3458.16 ms [2022-04-20 16:31:26 main:581] : INFO : Epoch 1909 | loss: 0.0311224 | val_loss: 0.0311601 | Time: 3449.85 ms [2022-04-20 16:31:30 main:581] : INFO : Epoch 1910 | loss: 0.0311228 | val_loss: 0.0311609 | Time: 3454.52 ms [2022-04-20 16:31:33 main:581] : INFO : Epoch 1911 | loss: 0.0311212 | val_loss: 0.0311565 | Time: 3469.68 ms [2022-04-20 16:31:37 main:581] : INFO : Epoch 1912 | loss: 0.0311192 | val_loss: 0.0311575 | Time: 3458.39 ms [2022-04-20 16:31:40 main:581] : INFO : Epoch 1913 | loss: 0.031119 | val_loss: 0.031158 | Time: 3446.75 ms [2022-04-20 16:31:44 main:581] : INFO : Epoch 1914 | loss: 0.0311191 | val_loss: 0.0311599 | Time: 3459.18 ms [2022-04-20 16:31:47 main:581] : INFO : Epoch 1915 | loss: 0.0311183 | val_loss: 0.0311615 | Time: 3450.55 ms [2022-04-20 16:31:51 main:581] : INFO : Epoch 1916 | loss: 0.0311166 | val_loss: 0.0311614 | Time: 3461.89 ms [2022-04-20 16:31:54 main:581] : INFO : Epoch 1917 | loss: 0.0311167 | val_loss: 0.0311593 | Time: 3455.87 ms [2022-04-20 16:31:58 main:581] : INFO : Epoch 1918 | loss: 0.0311175 | val_loss: 0.0311607 | Time: 3449.16 ms [2022-04-20 16:32:01 main:581] : INFO : Epoch 1919 | loss: 0.0311195 | val_loss: 0.0311609 | Time: 3468.79 ms [2022-04-20 16:32:04 main:581] : INFO : Epoch 1920 | loss: 0.0311192 | val_loss: 0.0311621 | Time: 3465.49 ms [2022-04-20 16:32:08 main:581] : INFO : Epoch 1921 | loss: 0.0311183 | val_loss: 0.0311627 | Time: 3445.2 ms [2022-04-20 16:32:11 main:581] : INFO : Epoch 1922 | loss: 0.0311181 | val_loss: 0.0311601 | Time: 3445.39 ms [2022-04-20 16:32:15 main:581] : INFO : Epoch 1923 | loss: 0.0311159 | val_loss: 0.03116 | Time: 3459.65 ms [2022-04-20 16:32:18 main:581] : INFO : Epoch 1924 | loss: 0.0311227 | val_loss: 0.0311604 | Time: 3449.35 ms [2022-04-20 16:32:22 main:581] : INFO : Epoch 1925 | loss: 0.0311228 | val_loss: 0.0311548 | Time: 3455.21 ms [2022-04-20 16:32:25 main:581] : INFO : Epoch 1926 | loss: 0.0311218 | val_loss: 0.0311603 | Time: 3461.7 ms [2022-04-20 16:32:29 main:581] : INFO : Epoch 1927 | loss: 0.0311218 | val_loss: 0.0311587 | Time: 3443.93 ms [2022-04-20 16:32:32 main:581] : INFO : Epoch 1928 | loss: 0.0311187 | val_loss: 0.0311566 | Time: 3461.19 ms [2022-04-20 16:32:36 main:581] : INFO : Epoch 1929 | loss: 0.0311181 | val_loss: 0.0311557 | Time: 3454.82 ms [2022-04-20 16:32:39 main:581] : INFO : Epoch 1930 | loss: 0.0311201 | val_loss: 0.0311572 | Time: 3444.83 ms [2022-04-20 16:32:42 main:581] : INFO : Epoch 1931 | loss: 0.0311237 | val_loss: 0.0311588 | Time: 3450.05 ms [2022-04-20 16:32:46 main:581] : INFO : Epoch 1932 | loss: 0.0311217 | val_loss: 0.0311568 | Time: 3463.83 ms [2022-04-20 16:32:49 main:581] : INFO : Epoch 1933 | loss: 0.0311189 | val_loss: 0.0311602 | Time: 3457.97 ms [2022-04-20 16:32:53 main:581] : INFO : Epoch 1934 | loss: 0.0311194 | val_loss: 0.031161 | Time: 3452.98 ms [2022-04-20 16:32:56 main:581] : INFO : Epoch 1935 | loss: 0.031122 | val_loss: 0.0311583 | Time: 3459.15 ms [2022-04-20 16:33:00 main:581] : INFO : Epoch 1936 | loss: 0.0311178 | val_loss: 0.0311593 | Time: 3450.22 ms [2022-04-20 16:33:03 main:581] : INFO : Epoch 1937 | loss: 0.0311173 | val_loss: 0.0311601 | Time: 3468.64 ms [2022-04-20 16:33:07 main:581] : INFO : Epoch 1938 | loss: 0.0311171 | val_loss: 0.031166 | Time: 3453.06 ms [2022-04-20 16:33:10 main:581] : INFO : Epoch 1939 | loss: 0.0311239 | val_loss: 0.0311573 | Time: 3446.53 ms [2022-04-20 16:33:14 main:581] : INFO : Epoch 1940 | loss: 0.0311233 | val_loss: 0.0311628 | Time: 3459.97 ms [2022-04-20 16:33:17 main:581] : INFO : Epoch 1941 | loss: 0.0311226 | val_loss: 0.0311537 | Time: 3454.34 ms [2022-04-20 16:33:20 main:581] : INFO : Epoch 1942 | loss: 0.0311215 | val_loss: 0.0311541 | Time: 3450 ms [2022-04-20 16:33:24 main:581] : INFO : Epoch 1943 | loss: 0.0311196 | val_loss: 0.0311532 | Time: 3449.49 ms [2022-04-20 16:33:27 main:581] : INFO : Epoch 1944 | loss: 0.0311177 | val_loss: 0.0311565 | Time: 3454.94 ms [2022-04-20 16:33:31 main:581] : INFO : Epoch 1945 | loss: 0.0311167 | val_loss: 0.0311563 | Time: 3444.03 ms [2022-04-20 16:33:34 main:581] : INFO : Epoch 1946 | loss: 0.0311178 | val_loss: 0.0311577 | Time: 3463.07 ms [2022-04-20 16:33:38 main:581] : INFO : Epoch 1947 | loss: 0.0311169 | val_loss: 0.0311586 | Time: 3469.13 ms [2022-04-20 16:33:41 main:581] : INFO : Epoch 1948 | loss: 0.0311163 | val_loss: 0.0311583 | Time: 3446.35 ms [2022-04-20 16:33:45 main:581] : INFO : Epoch 1949 | loss: 0.0311177 | val_loss: 0.0311576 | Time: 3460.8 ms [2022-04-20 16:33:48 main:581] : INFO : Epoch 1950 | loss: 0.03112 | val_loss: 0.0311604 | Time: 3458.22 ms [2022-04-20 16:33:52 main:581] : INFO : Epoch 1951 | loss: 0.0311207 | val_loss: 0.0311561 | Time: 3449 ms [2022-04-20 16:33:55 main:581] : INFO : Epoch 1952 | loss: 0.0311198 | val_loss: 0.0311564 | Time: 3442.95 ms [2022-04-20 16:33:58 main:581] : INFO : Epoch 1953 | loss: 0.0311204 | val_loss: 0.0311567 | Time: 3468.71 ms [2022-04-20 16:34:02 main:581] : INFO : Epoch 1954 | loss: 0.0311197 | val_loss: 0.0311554 | Time: 3461.21 ms [2022-04-20 16:34:05 main:581] : INFO : Epoch 1955 | loss: 0.031118 | val_loss: 0.0311586 | Time: 3454.19 ms [2022-04-20 16:34:09 main:581] : INFO : Epoch 1956 | loss: 0.0311163 | val_loss: 0.0311532 | Time: 3460.04 ms [2022-04-20 16:34:12 main:581] : INFO : Epoch 1957 | loss: 0.031116 | val_loss: 0.0311622 | Time: 3448.11 ms [2022-04-20 16:34:16 main:581] : INFO : Epoch 1958 | loss: 0.031117 | val_loss: 0.0311556 | Time: 3461.19 ms [2022-04-20 16:34:19 main:581] : INFO : Epoch 1959 | loss: 0.031115 | val_loss: 0.0311605 | Time: 3452.47 ms [2022-04-20 16:34:23 main:581] : INFO : Epoch 1960 | loss: 0.0311152 | val_loss: 0.0311536 | Time: 3451.11 ms [2022-04-20 16:34:26 main:581] : INFO : Epoch 1961 | loss: 0.0311145 | val_loss: 0.0311543 | Time: 3464.83 ms [2022-04-20 16:34:30 main:581] : INFO : Epoch 1962 | loss: 0.0311168 | val_loss: 0.0311585 | Time: 3461 ms [2022-04-20 16:34:33 main:581] : INFO : Epoch 1963 | loss: 0.0311187 | val_loss: 0.0311539 | Time: 3448.74 ms [2022-04-20 16:34:36 main:581] : INFO : Epoch 1964 | loss: 0.0311173 | val_loss: 0.0311593 | Time: 3448.57 ms [2022-04-20 16:34:40 main:581] : INFO : Epoch 1965 | loss: 0.0311202 | val_loss: 0.0311678 | Time: 3460.31 ms [2022-04-20 16:34:43 main:581] : INFO : Epoch 1966 | loss: 0.0311192 | val_loss: 0.0311574 | Time: 3445.63 ms [2022-04-20 16:34:47 main:581] : INFO : Epoch 1967 | loss: 0.0311191 | val_loss: 0.0311559 | Time: 3455.94 ms [2022-04-20 16:34:50 main:581] : INFO : Epoch 1968 | loss: 0.0311193 | val_loss: 0.0311538 | Time: 3462.3 ms [2022-04-20 16:34:54 main:581] : INFO : Epoch 1969 | loss: 0.0311188 | val_loss: 0.0311574 | Time: 3440.75 ms [2022-04-20 16:34:57 main:581] : INFO : Epoch 1970 | loss: 0.0311167 | val_loss: 0.0311526 | Time: 3455.32 ms [2022-04-20 16:35:01 main:581] : INFO : Epoch 1971 | loss: 0.0311147 | val_loss: 0.0311564 | Time: 3459.49 ms [2022-04-20 16:35:04 main:581] : INFO : Epoch 1972 | loss: 0.0311148 | val_loss: 0.0311574 | Time: 3453.36 ms [2022-04-20 16:35:08 main:581] : INFO : Epoch 1973 | loss: 0.031118 | val_loss: 0.0311562 | Time: 3447.98 ms [2022-04-20 16:35:11 main:581] : INFO : Epoch 1974 | loss: 0.031116 | val_loss: 0.0311529 | Time: 3465.26 ms [2022-04-20 16:35:14 main:581] : INFO : Epoch 1975 | loss: 0.0311198 | val_loss: 0.0311516 | Time: 3464.37 ms [2022-04-20 16:35:18 main:581] : INFO : Epoch 1976 | loss: 0.0311182 | val_loss: 0.0311518 | Time: 3455.17 ms [2022-04-20 16:35:21 main:581] : INFO : Epoch 1977 | loss: 0.0311171 | val_loss: 0.0311587 | Time: 3460.99 ms [2022-04-20 16:35:25 main:581] : INFO : Epoch 1978 | loss: 0.0311161 | val_loss: 0.0311584 | Time: 3442.84 ms [2022-04-20 16:35:28 main:581] : INFO : Epoch 1979 | loss: 0.0311161 | val_loss: 0.0311572 | Time: 3464.31 ms [2022-04-20 16:35:32 main:581] : INFO : Epoch 1980 | loss: 0.0311141 | val_loss: 0.0311518 | Time: 3453.28 ms [2022-04-20 16:35:35 main:581] : INFO : Epoch 1981 | loss: 0.0311148 | val_loss: 0.0311571 | Time: 3453.4 ms [2022-04-20 16:35:39 main:581] : INFO : Epoch 1982 | loss: 0.0311143 | val_loss: 0.031159 | Time: 3459.51 ms [2022-04-20 16:35:42 main:581] : INFO : Epoch 1983 | loss: 0.0311148 | val_loss: 0.031155 | Time: 3463.07 ms [2022-04-20 16:35:46 main:581] : INFO : Epoch 1984 | loss: 0.0311149 | val_loss: 0.0311542 | Time: 3450.9 ms [2022-04-20 16:35:49 main:581] : INFO : Epoch 1985 | loss: 0.0311127 | val_loss: 0.0311568 | Time: 3457.02 ms [2022-04-20 16:35:53 main:581] : INFO : Epoch 1986 | loss: 0.0311109 | val_loss: 0.0311565 | Time: 3465.24 ms [2022-04-20 16:35:56 main:581] : INFO : Epoch 1987 | loss: 0.0311108 | val_loss: 0.0311536 | Time: 3444.87 ms [2022-04-20 16:35:59 main:581] : INFO : Epoch 1988 | loss: 0.0311114 | val_loss: 0.0311588 | Time: 3453.55 ms [2022-04-20 16:36:03 main:581] : INFO : Epoch 1989 | loss: 0.0311128 | val_loss: 0.0311567 | Time: 3468.73 ms [2022-04-20 16:36:06 main:581] : INFO : Epoch 1990 | loss: 0.0311187 | val_loss: 0.0311568 | Time: 3449.33 ms [2022-04-20 16:36:10 main:581] : INFO : Epoch 1991 | loss: 0.0311186 | val_loss: 0.0311598 | Time: 3455.24 ms [2022-04-20 16:36:13 main:581] : INFO : Epoch 1992 | loss: 0.0311173 | val_loss: 0.0311547 | Time: 3458.43 ms [2022-04-20 16:36:17 main:581] : INFO : Epoch 1993 | loss: 0.0311153 | val_loss: 0.0311628 | Time: 3452.06 ms [2022-04-20 16:36:20 main:581] : INFO : Epoch 1994 | loss: 0.0311139 | val_loss: 0.0311569 | Time: 3449.08 ms [2022-04-20 16:36:24 main:581] : INFO : Epoch 1995 | loss: 0.0311134 | val_loss: 0.0311551 | Time: 3465.06 ms [2022-04-20 16:36:27 main:581] : INFO : Epoch 1996 | loss: 0.0311239 | val_loss: 0.031157 | Time: 3464.9 ms [2022-04-20 16:36:31 main:581] : INFO : Epoch 1997 | loss: 0.0311223 | val_loss: 0.0311563 | Time: 3456.86 ms [2022-04-20 16:36:34 main:581] : INFO : Epoch 1998 | loss: 0.0311211 | val_loss: 0.0311563 | Time: 3463.85 ms [2022-04-20 16:36:37 main:581] : INFO : Epoch 1999 | loss: 0.0311191 | val_loss: 0.0311509 | Time: 3438.98 ms [2022-04-20 16:36:41 main:581] : INFO : Epoch 2000 | loss: 0.0311242 | val_loss: 0.031154 | Time: 3463.84 ms [2022-04-20 16:36:44 main:581] : INFO : Epoch 2001 | loss: 0.0311235 | val_loss: 0.0311539 | Time: 3452 ms [2022-04-20 16:36:48 main:581] : INFO : Epoch 2002 | loss: 0.0311189 | val_loss: 0.031152 | Time: 3446.76 ms [2022-04-20 16:36:51 main:581] : INFO : Epoch 2003 | loss: 0.031116 | val_loss: 0.0311546 | Time: 3459.93 ms [2022-04-20 16:36:55 main:581] : INFO : Epoch 2004 | loss: 0.0311171 | val_loss: 0.0311548 | Time: 3457 ms [2022-04-20 16:36:58 main:581] : INFO : Epoch 2005 | loss: 0.0311159 | val_loss: 0.0311565 | Time: 3457.09 ms [2022-04-20 16:37:02 main:581] : INFO : Epoch 2006 | loss: 0.0311164 | val_loss: 0.0311611 | Time: 3452.31 ms [2022-04-20 16:37:05 main:581] : INFO : Epoch 2007 | loss: 0.031128 | val_loss: 0.0311615 | Time: 3460.4 ms [2022-04-20 16:37:09 main:581] : INFO : Epoch 2008 | loss: 0.0311272 | val_loss: 0.0311691 | Time: 3443.48 ms [2022-04-20 16:37:12 main:581] : INFO : Epoch 2009 | loss: 0.0311227 | val_loss: 0.0311565 | Time: 3460.72 ms [2022-04-20 16:37:15 main:581] : INFO : Epoch 2010 | loss: 0.0311184 | val_loss: 0.0311495 | Time: 3468.86 ms [2022-04-20 16:37:19 main:581] : INFO : Epoch 2011 | loss: 0.0311182 | val_loss: 0.0311549 | Time: 3440.45 ms [2022-04-20 16:37:22 main:581] : INFO : Epoch 2012 | loss: 0.0311148 | val_loss: 0.0311499 | Time: 3454.18 ms [2022-04-20 16:37:26 main:581] : INFO : Epoch 2013 | loss: 0.031117 | val_loss: 0.0311513 | Time: 3455.79 ms [2022-04-20 16:37:29 main:581] : INFO : Epoch 2014 | loss: 0.0311165 | val_loss: 0.0311528 | Time: 3450.64 ms [2022-04-20 16:37:33 main:581] : INFO : Epoch 2015 | loss: 0.0311174 | val_loss: 0.0311566 | Time: 3450 ms [2022-04-20 16:37:36 main:581] : INFO : Epoch 2016 | loss: 0.0311179 | val_loss: 0.0311539 | Time: 3466.19 ms [2022-04-20 16:37:40 main:581] : INFO : Epoch 2017 | loss: 0.0311154 | val_loss: 0.0311523 | Time: 3465.07 ms [2022-04-20 16:37:43 main:581] : INFO : Epoch 2018 | loss: 0.0311155 | val_loss: 0.0311531 | Time: 3459.45 ms [2022-04-20 16:37:47 main:581] : INFO : Epoch 2019 | loss: 0.0311144 | val_loss: 0.031156 | Time: 3458.57 ms [2022-04-20 16:37:50 main:581] : INFO : Epoch 2020 | loss: 0.0311148 | val_loss: 0.0311507 | Time: 3443.17 ms [2022-04-20 16:37:53 main:581] : INFO : Epoch 2021 | loss: 0.0311145 | val_loss: 0.0311502 | Time: 3467.75 ms [2022-04-20 16:37:57 main:581] : INFO : Epoch 2022 | loss: 0.0311157 | val_loss: 0.0311504 | Time: 3456.15 ms [2022-04-20 16:38:00 main:581] : INFO : Epoch 2023 | loss: 0.0311125 | val_loss: 0.0311506 | Time: 3457 ms [2022-04-20 16:38:04 main:581] : INFO : Epoch 2024 | loss: 0.0311128 | val_loss: 0.0311499 | Time: 3459.77 ms [2022-04-20 16:38:07 main:581] : INFO : Epoch 2025 | loss: 0.0311134 | val_loss: 0.0311538 | Time: 3460.89 ms [2022-04-20 16:38:11 main:581] : INFO : Epoch 2026 | loss: 0.0311124 | val_loss: 0.0311609 | Time: 3453.61 ms [2022-04-20 16:38:14 main:581] : INFO : Epoch 2027 | loss: 0.0311129 | val_loss: 0.0311526 | Time: 3456.94 ms [2022-04-20 16:38:18 main:581] : INFO : Epoch 2028 | loss: 0.0311135 | val_loss: 0.0311504 | Time: 3459.77 ms [2022-04-20 16:38:21 main:581] : INFO : Epoch 2029 | loss: 0.0311111 | val_loss: 0.0311548 | Time: 3441.39 ms [2022-04-20 16:38:25 main:581] : INFO : Epoch 2030 | loss: 0.031111 | val_loss: 0.0311506 | Time: 3461.77 ms [2022-04-20 16:38:28 main:581] : INFO : Epoch 2031 | loss: 0.0311094 | val_loss: 0.0311505 | Time: 3468.36 ms [2022-04-20 16:38:32 main:581] : INFO : Epoch 2032 | loss: 0.0311111 | val_loss: 0.0311561 | Time: 3444.57 ms [2022-04-20 16:38:35 main:581] : INFO : Epoch 2033 | loss: 0.0311114 | val_loss: 0.0311525 | Time: 3450.36 ms [2022-04-20 16:38:38 main:581] : INFO : Epoch 2034 | loss: 0.0311112 | val_loss: 0.031155 | Time: 3459.95 ms [2022-04-20 16:38:42 main:581] : INFO : Epoch 2035 | loss: 0.0311118 | val_loss: 0.0311577 | Time: 3457.28 ms [2022-04-20 16:38:45 main:581] : INFO : Epoch 2036 | loss: 0.0311114 | val_loss: 0.0311569 | Time: 3449.81 ms [2022-04-20 16:38:49 main:581] : INFO : Epoch 2037 | loss: 0.0311098 | val_loss: 0.0311554 | Time: 3471.34 ms [2022-04-20 16:38:52 main:581] : INFO : Epoch 2038 | loss: 0.0311104 | val_loss: 0.0311543 | Time: 3462.16 ms [2022-04-20 16:38:56 main:581] : INFO : Epoch 2039 | loss: 0.0311125 | val_loss: 0.0311676 | Time: 3455.53 ms [2022-04-20 16:38:59 main:581] : INFO : Epoch 2040 | loss: 0.0311132 | val_loss: 0.0311568 | Time: 3459.27 ms [2022-04-20 16:39:03 main:581] : INFO : Epoch 2041 | loss: 0.0311103 | val_loss: 0.0311554 | Time: 3444.54 ms [2022-04-20 16:39:06 main:581] : INFO : Epoch 2042 | loss: 0.0311147 | val_loss: 0.0311604 | Time: 3456.55 ms [2022-04-20 16:39:10 main:581] : INFO : Epoch 2043 | loss: 0.0311279 | val_loss: 0.0311693 | Time: 3452.78 ms [2022-04-20 16:39:13 main:581] : INFO : Epoch 2044 | loss: 0.0311256 | val_loss: 0.0311558 | Time: 3450.87 ms [2022-04-20 16:39:16 main:581] : INFO : Epoch 2045 | loss: 0.0311246 | val_loss: 0.0311547 | Time: 3462.19 ms [2022-04-20 16:39:20 main:581] : INFO : Epoch 2046 | loss: 0.0311227 | val_loss: 0.0311578 | Time: 3456.61 ms [2022-04-20 16:39:23 main:581] : INFO : Epoch 2047 | loss: 0.0311205 | val_loss: 0.0311566 | Time: 3452.39 ms [2022-04-20 16:39:27 main:581] : INFO : Epoch 2048 | loss: 0.0311195 | val_loss: 0.0311585 | Time: 3449.26 ms [2022-04-20 16:39:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311585 [2022-04-20 16:39:27 main:610] : INFO : Saving end state to config to file [2022-04-20 16:39:27 main:615] : INFO : Success, exiting.. 16:39:27 (13625): 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)