Task 4313604
| Name | ParityModified-1612598157-20486-2_1 |
| Workunit | 2249051 |
| Created | 4 Mar 2021, 17:37:23 UTC |
| Sent | 4 Mar 2021, 19:07:05 UTC |
| Report deadline | 11 Mar 2021, 19:07:05 UTC |
| Received | 5 Mar 2021, 14:46:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 130 |
| Run time | 1 hours 46 min 34 sec |
| CPU time | 53 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,535.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 14.63 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 06:20:01 main:581] : INFO : Epoch 1538 | loss: 0.0311251 | val_loss: 0.0311556 | Time: 3119.38 ms [2021-03-05 06:20:04 main:581] : INFO : Epoch 1539 | loss: 0.0311213 | val_loss: 0.0311554 | Time: 3113.02 ms [2021-03-05 06:20:08 main:581] : INFO : Epoch 1540 | loss: 0.0311218 | val_loss: 0.0311588 | Time: 3102.33 ms [2021-03-05 06:20:11 main:581] : INFO : Epoch 1541 | loss: 0.0311294 | val_loss: 0.0311587 | Time: 3124.65 ms [2021-03-05 06:20:14 main:581] : INFO : Epoch 1542 | loss: 0.0311265 | val_loss: 0.0311622 | Time: 3118.87 ms [2021-03-05 06:20:17 main:581] : INFO : Epoch 1543 | loss: 0.031125 | val_loss: 0.0311592 | Time: 3138 ms [2021-03-05 06:20:20 main:581] : INFO : Epoch 1544 | loss: 0.0311219 | val_loss: 0.0311563 | Time: 3139.55 ms [2021-03-05 06:20:23 main:581] : INFO : Epoch 1545 | loss: 0.0311234 | val_loss: 0.0311575 | Time: 3132.32 ms [2021-03-05 06:20:26 main:581] : INFO : Epoch 1546 | loss: 0.0311208 | val_loss: 0.0311569 | Time: 3122.68 ms [2021-03-05 06:20:29 main:581] : INFO : Epoch 1547 | loss: 0.0311202 | val_loss: 0.031163 | Time: 3124.36 ms [2021-03-05 06:20:33 main:581] : INFO : Epoch 1548 | loss: 0.031119 | val_loss: 0.0311593 | Time: 3127.7 ms [2021-03-05 06:20:36 main:581] : INFO : Epoch 1549 | loss: 0.0311181 | val_loss: 0.0311577 | Time: 3126.8 ms [2021-03-05 06:20:39 main:581] : INFO : Epoch 1550 | loss: 0.0311179 | val_loss: 0.031162 | Time: 3140.52 ms [2021-03-05 06:20:42 main:581] : INFO : Epoch 1551 | loss: 0.0311202 | val_loss: 0.0311617 | Time: 3103.76 ms [2021-03-05 06:20:45 main:581] : INFO : Epoch 1552 | loss: 0.0311216 | val_loss: 0.0311655 | Time: 3127.15 ms [2021-03-05 06:20:48 main:581] : INFO : Epoch 1553 | loss: 0.0311197 | val_loss: 0.0311631 | Time: 3116.54 ms [2021-03-05 06:20:51 main:581] : INFO : Epoch 1554 | loss: 0.0311251 | val_loss: 0.0311657 | Time: 3129.76 ms [2021-03-05 06:20:54 main:581] : INFO : Epoch 1555 | loss: 0.0311238 | val_loss: 0.0311572 | Time: 3095.67 ms [2021-03-05 06:20:58 main:581] : INFO : Epoch 1556 | loss: 0.0311211 | val_loss: 0.0311632 | Time: 3132.21 ms [2021-03-05 06:21:01 main:581] : INFO : Epoch 1557 | loss: 0.0311219 | val_loss: 0.0311606 | Time: 3127.1 ms [2021-03-05 06:21:04 main:581] : INFO : Epoch 1558 | loss: 0.0311228 | val_loss: 0.0311675 | Time: 3103.57 ms [2021-03-05 06:21:07 main:581] : INFO : Epoch 1559 | loss: 0.0311234 | val_loss: 0.0311564 | Time: 3130.11 ms [2021-03-05 06:21:10 main:581] : INFO : Epoch 1560 | loss: 0.0311211 | val_loss: 0.0311623 | Time: 3127.16 ms [2021-03-05 06:21:13 main:581] : INFO : Epoch 1561 | loss: 0.0311192 | val_loss: 0.0311662 | Time: 3108.92 ms [2021-03-05 06:21:16 main:581] : INFO : Epoch 1562 | loss: 0.0311214 | val_loss: 0.0311591 | Time: 3112.97 ms [2021-03-05 06:21:19 main:581] : INFO : Epoch 1563 | loss: 0.0311183 | val_loss: 0.0311619 | Time: 3144.28 ms [2021-03-05 06:21:23 main:581] : INFO : Epoch 1564 | loss: 0.0311201 | val_loss: 0.0311581 | Time: 3124.69 ms [2021-03-05 06:21:26 main:581] : INFO : Epoch 1565 | loss: 0.0311177 | val_loss: 0.0311583 | Time: 3122.3 ms [2021-03-05 06:21:29 main:581] : INFO : Epoch 1566 | loss: 0.0311184 | val_loss: 0.0311593 | Time: 3127.94 ms [2021-03-05 06:21:32 main:581] : INFO : Epoch 1567 | loss: 0.0311212 | val_loss: 0.0311584 | Time: 3116.17 ms [2021-03-05 06:21:35 main:581] : INFO : Epoch 1568 | loss: 0.0311262 | val_loss: 0.0311598 | Time: 3127.47 ms [2021-03-05 06:21:38 main:581] : INFO : Epoch 1569 | loss: 0.0311281 | val_loss: 0.0311628 | Time: 3113.81 ms [2021-03-05 06:21:41 main:581] : INFO : Epoch 1570 | loss: 0.0311277 | val_loss: 0.031164 | Time: 3130.74 ms [2021-03-05 06:21:44 main:581] : INFO : Epoch 1571 | loss: 0.0311238 | val_loss: 0.0311624 | Time: 3116.76 ms [2021-03-05 06:21:48 main:581] : INFO : Epoch 1572 | loss: 0.0311232 | val_loss: 0.0311587 | Time: 3112.33 ms [2021-03-05 06:21:51 main:581] : INFO : Epoch 1573 | loss: 0.0311219 | val_loss: 0.0311615 | Time: 3130.36 ms [2021-03-05 06:21:54 main:581] : INFO : Epoch 1574 | loss: 0.0311213 | val_loss: 0.0311625 | Time: 3131.47 ms [2021-03-05 06:21:57 main:581] : INFO : Epoch 1575 | loss: 0.0311257 | val_loss: 0.0311619 | Time: 3143.4 ms [2021-03-05 06:22:00 main:581] : INFO : Epoch 1576 | loss: 0.0311249 | val_loss: 0.0311628 | Time: 3132.95 ms [2021-03-05 06:22:03 main:581] : INFO : Epoch 1577 | loss: 0.0311258 | val_loss: 0.0311639 | Time: 3109.34 ms [2021-03-05 06:22:06 main:581] : INFO : Epoch 1578 | loss: 0.0311261 | val_loss: 0.0311654 | Time: 3136.29 ms [2021-03-05 06:22:09 main:581] : INFO : Epoch 1579 | loss: 0.0311241 | val_loss: 0.0311648 | Time: 3118.37 ms [2021-03-05 06:22:13 main:581] : INFO : Epoch 1580 | loss: 0.0311228 | val_loss: 0.0311627 | Time: 3138.66 ms [2021-03-05 06:22:16 main:581] : INFO : Epoch 1581 | loss: 0.0311209 | val_loss: 0.0311617 | Time: 3123.31 ms [2021-03-05 06:22:19 main:581] : INFO : Epoch 1582 | loss: 0.0311226 | val_loss: 0.0311629 | Time: 3122.73 ms [2021-03-05 06:22:22 main:581] : INFO : Epoch 1583 | loss: 0.0311196 | val_loss: 0.0311651 | Time: 3120.48 ms [2021-03-05 06:22:25 main:581] : INFO : Epoch 1584 | loss: 0.0311177 | val_loss: 0.0311625 | Time: 3109.42 ms [2021-03-05 06:22:28 main:581] : INFO : Epoch 1585 | loss: 0.0311202 | val_loss: 0.0311598 | Time: 3133.55 ms [2021-03-05 06:22:31 main:581] : INFO : Epoch 1586 | loss: 0.0311218 | val_loss: 0.0311643 | Time: 3130.24 ms [2021-03-05 06:22:34 main:581] : INFO : Epoch 1587 | loss: 0.031123 | val_loss: 0.031158 | Time: 3133.1 ms [2021-03-05 06:22:38 main:581] : INFO : Epoch 1588 | loss: 0.031124 | val_loss: 0.031157 | Time: 3125.91 ms [2021-03-05 06:22:41 main:581] : INFO : Epoch 1589 | loss: 0.0311254 | val_loss: 0.0311548 | Time: 3122.68 ms [2021-03-05 06:22:44 main:581] : INFO : Epoch 1590 | loss: 0.0311261 | val_loss: 0.0311557 | Time: 3119.13 ms [2021-03-05 06:22:47 main:581] : INFO : Epoch 1591 | loss: 0.0311245 | val_loss: 0.0311564 | Time: 3119.36 ms [2021-03-05 06:22:50 main:581] : INFO : Epoch 1592 | loss: 0.0311241 | val_loss: 0.0311547 | Time: 3141.39 ms [2021-03-05 06:22:53 main:581] : INFO : Epoch 1593 | loss: 0.0311326 | val_loss: 0.0311554 | Time: 3127.77 ms [2021-03-05 06:22:56 main:581] : INFO : Epoch 1594 | loss: 0.0311314 | val_loss: 0.0311529 | Time: 3115 ms [2021-03-05 06:22:59 main:581] : INFO : Epoch 1595 | loss: 0.0311258 | val_loss: 0.0311618 | Time: 3115.42 ms [2021-03-05 06:23:03 main:581] : INFO : Epoch 1596 | loss: 0.0311297 | val_loss: 0.0311588 | Time: 3126.61 ms [2021-03-05 06:23:06 main:581] : INFO : Epoch 1597 | loss: 0.0311272 | val_loss: 0.0311572 | Time: 3121.22 ms [2021-03-05 06:23:09 main:581] : INFO : Epoch 1598 | loss: 0.0311271 | val_loss: 0.0311565 | Time: 3133.07 ms [2021-03-05 06:23:12 main:581] : INFO : Epoch 1599 | loss: 0.0311277 | val_loss: 0.0311638 | Time: 3118.39 ms [2021-03-05 06:23:15 main:581] : INFO : Epoch 1600 | loss: 0.0311289 | val_loss: 0.0311647 | Time: 3113.06 ms [2021-03-05 06:23:18 main:581] : INFO : Epoch 1601 | loss: 0.0311249 | val_loss: 0.0311577 | Time: 3141.58 ms [2021-03-05 06:23:21 main:581] : INFO : Epoch 1602 | loss: 0.0311236 | val_loss: 0.0311652 | Time: 3121.31 ms [2021-03-05 06:23:24 main:581] : INFO : Epoch 1603 | loss: 0.0311253 | val_loss: 0.0311674 | Time: 3129.74 ms [2021-03-05 06:23:28 main:581] : INFO : Epoch 1604 | loss: 0.031127 | val_loss: 0.0311573 | Time: 3121.89 ms [2021-03-05 06:23:31 main:581] : INFO : Epoch 1605 | loss: 0.0311198 | val_loss: 0.0311603 | Time: 3144.95 ms [2021-03-05 06:23:34 main:581] : INFO : Epoch 1606 | loss: 0.0311182 | val_loss: 0.0311597 | Time: 3113.5 ms [2021-03-05 06:23:37 main:581] : INFO : Epoch 1607 | loss: 0.0311156 | val_loss: 0.0311563 | Time: 3127.28 ms [2021-03-05 06:23:40 main:581] : INFO : Epoch 1608 | loss: 0.0311145 | val_loss: 0.0311599 | Time: 3133.8 ms [2021-03-05 06:23:43 main:581] : INFO : Epoch 1609 | loss: 0.0311161 | val_loss: 0.0311628 | Time: 3135.87 ms [2021-03-05 06:23:46 main:581] : INFO : Epoch 1610 | loss: 0.0311164 | val_loss: 0.0311596 | Time: 3121.95 ms [2021-03-05 06:23:50 main:581] : INFO : Epoch 1611 | loss: 0.0311198 | val_loss: 0.0311619 | Time: 3131.78 ms [2021-03-05 06:23:53 main:581] : INFO : Epoch 1612 | loss: 0.0311175 | val_loss: 0.031157 | Time: 3140.56 ms [2021-03-05 06:23:56 main:581] : INFO : Epoch 1613 | loss: 0.0311247 | val_loss: 0.0311621 | Time: 3125.35 ms [2021-03-05 06:23:59 main:581] : INFO : Epoch 1614 | loss: 0.031128 | val_loss: 0.0311648 | Time: 3108.41 ms [2021-03-05 06:24:02 main:581] : INFO : Epoch 1615 | loss: 0.0311263 | val_loss: 0.03116 | Time: 3130.98 ms [2021-03-05 06:24:05 main:581] : INFO : Epoch 1616 | loss: 0.031126 | val_loss: 0.0311613 | Time: 3133.47 ms [2021-03-05 06:24:08 main:581] : INFO : Epoch 1617 | loss: 0.0311226 | val_loss: 0.0311599 | Time: 3117.71 ms [2021-03-05 06:24:11 main:581] : INFO : Epoch 1618 | loss: 0.031122 | val_loss: 0.0311521 | Time: 3140.3 ms [2021-03-05 06:24:15 main:581] : INFO : Epoch 1619 | loss: 0.0311219 | val_loss: 0.0311586 | Time: 3123.95 ms [2021-03-05 06:24:18 main:581] : INFO : Epoch 1620 | loss: 0.0311198 | val_loss: 0.0311596 | Time: 3129.09 ms [2021-03-05 06:24:21 main:581] : INFO : Epoch 1621 | loss: 0.0311183 | val_loss: 0.0311548 | Time: 3115.46 ms [2021-03-05 06:24:24 main:581] : INFO : Epoch 1622 | loss: 0.031119 | val_loss: 0.0311592 | Time: 3120.18 ms [2021-03-05 06:24:27 main:581] : INFO : Epoch 1623 | loss: 0.0311176 | val_loss: 0.0311541 | Time: 3131.84 ms [2021-03-05 06:24:30 main:581] : INFO : Epoch 1624 | loss: 0.0311172 | val_loss: 0.0311571 | Time: 3140.29 ms [2021-03-05 06:24:33 main:581] : INFO : Epoch 1625 | loss: 0.031117 | val_loss: 0.0311587 | Time: 3131.9 ms [2021-03-05 06:24:36 main:581] : INFO : Epoch 1626 | loss: 0.0311171 | val_loss: 0.0311554 | Time: 3119.07 ms [2021-03-05 06:24:40 main:581] : INFO : Epoch 1627 | loss: 0.0311191 | val_loss: 0.0311662 | Time: 3137.68 ms [2021-03-05 06:24:43 main:581] : INFO : Epoch 1628 | loss: 0.0311221 | val_loss: 0.0311646 | Time: 3130.56 ms [2021-03-05 06:24:46 main:581] : INFO : Epoch 1629 | loss: 0.0311276 | val_loss: 0.031167 | Time: 3113.06 ms [2021-03-05 06:24:49 main:581] : INFO : Epoch 1630 | loss: 0.0311215 | val_loss: 0.0311576 | Time: 3122.45 ms [2021-03-05 06:24:52 main:581] : INFO : Epoch 1631 | loss: 0.0311193 | val_loss: 0.0311661 | Time: 3120.37 ms [2021-03-05 06:24:55 main:581] : INFO : Epoch 1632 | loss: 0.031127 | val_loss: 0.0311648 | Time: 3125.08 ms [2021-03-05 06:24:58 main:581] : INFO : Epoch 1633 | loss: 0.0311212 | val_loss: 0.031166 | Time: 3112.92 ms [2021-03-05 06:25:01 main:581] : INFO : Epoch 1634 | loss: 0.0311209 | val_loss: 0.0311744 | Time: 3128.39 ms [2021-03-05 06:25:05 main:581] : INFO : Epoch 1635 | loss: 0.0311233 | val_loss: 0.0311663 | Time: 3131.36 ms [2021-03-05 06:25:08 main:581] : INFO : Epoch 1636 | loss: 0.0311232 | val_loss: 0.0311547 | Time: 3116.45 ms [2021-03-05 06:25:11 main:581] : INFO : Epoch 1637 | loss: 0.0311234 | val_loss: 0.0311565 | Time: 3138.7 ms [2021-03-05 06:25:14 main:581] : INFO : Epoch 1638 | loss: 0.0311195 | val_loss: 0.031164 | Time: 3132.17 ms [2021-03-05 06:25:17 main:581] : INFO : Epoch 1639 | loss: 0.0311175 | val_loss: 0.0311579 | Time: 3105.15 ms [2021-03-05 06:25:20 main:581] : INFO : Epoch 1640 | loss: 0.0311153 | val_loss: 0.0311603 | Time: 3111.57 ms [2021-03-05 06:25:23 main:581] : INFO : Epoch 1641 | loss: 0.031117 | val_loss: 0.0311623 | Time: 3124.24 ms [2021-03-05 06:25:26 main:581] : INFO : Epoch 1642 | loss: 0.0311152 | val_loss: 0.0311607 | Time: 3112.67 ms [2021-03-05 06:25:30 main:581] : INFO : Epoch 1643 | loss: 0.0311142 | val_loss: 0.031158 | Time: 3116.67 ms [2021-03-05 06:25:33 main:581] : INFO : Epoch 1644 | loss: 0.0311182 | val_loss: 0.0311605 | Time: 3125.64 ms [2021-03-05 06:25:36 main:581] : INFO : Epoch 1645 | loss: 0.0311167 | val_loss: 0.0311661 | Time: 3123.04 ms [2021-03-05 06:25:39 main:581] : INFO : Epoch 1646 | loss: 0.0311199 | val_loss: 0.0311596 | Time: 3113.63 ms [2021-03-05 06:25:42 main:581] : INFO : Epoch 1647 | loss: 0.0311146 | val_loss: 0.0311642 | Time: 3115.97 ms [2021-03-05 06:25:45 main:581] : INFO : Epoch 1648 | loss: 0.0311181 | val_loss: 0.0311607 | Time: 3119.06 ms [2021-03-05 06:25:48 main:581] : INFO : Epoch 1649 | loss: 0.0311191 | val_loss: 0.0311612 | Time: 3139.34 ms [2021-03-05 06:25:51 main:581] : INFO : Epoch 1650 | loss: 0.0311183 | val_loss: 0.0311655 | Time: 3127.15 ms [2021-03-05 06:25:55 main:581] : INFO : Epoch 1651 | loss: 0.0311167 | val_loss: 0.0311591 | Time: 3115.64 ms [2021-03-05 06:25:58 main:581] : INFO : Epoch 1652 | loss: 0.0311152 | val_loss: 0.0311602 | Time: 3134.02 ms [2021-03-05 06:26:01 main:581] : INFO : Epoch 1653 | loss: 0.0311139 | val_loss: 0.0311629 | Time: 3127.97 ms [2021-03-05 06:26:04 main:581] : INFO : Epoch 1654 | loss: 0.0311137 | val_loss: 0.0311628 | Time: 3107.85 ms [2021-03-05 06:26:07 main:581] : INFO : Epoch 1655 | loss: 0.0311165 | val_loss: 0.0311633 | Time: 3129.31 ms [2021-03-05 06:26:10 main:581] : INFO : Epoch 1656 | loss: 0.0311159 | val_loss: 0.0311584 | Time: 3126.13 ms [2021-03-05 06:26:13 main:581] : INFO : Epoch 1657 | loss: 0.0311165 | val_loss: 0.031161 | Time: 3113.93 ms [2021-03-05 06:26:16 main:581] : INFO : Epoch 1658 | loss: 0.0311144 | val_loss: 0.0311578 | Time: 3121.02 ms [2021-03-05 06:26:19 main:581] : INFO : Epoch 1659 | loss: 0.0311152 | val_loss: 0.0311617 | Time: 3108.42 ms [2021-03-05 06:26:23 main:581] : INFO : Epoch 1660 | loss: 0.0311159 | val_loss: 0.0311598 | Time: 3118.06 ms [2021-03-05 06:26:26 main:581] : INFO : Epoch 1661 | loss: 0.0311223 | val_loss: 0.0311623 | Time: 3123.37 ms [2021-03-05 06:26:29 main:581] : INFO : Epoch 1662 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 3115.45 ms [2021-03-05 06:26:32 main:581] : INFO : Epoch 1663 | loss: 0.0311664 | val_loss: 0.0311689 | Time: 3106.35 ms [2021-03-05 06:26:35 main:581] : INFO : Epoch 1664 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 3114.41 ms [2021-03-05 06:26:38 main:581] : INFO : Epoch 1665 | loss: 0.0311635 | val_loss: 0.0311706 | Time: 3119.64 ms [2021-03-05 06:26:41 main:581] : INFO : Epoch 1666 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 3111.07 ms [2021-03-05 06:26:44 main:581] : INFO : Epoch 1667 | loss: 0.0311587 | val_loss: 0.031166 | Time: 3132.31 ms [2021-03-05 06:26:48 main:581] : INFO : Epoch 1668 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 3121.98 ms [2021-03-05 06:26:51 main:581] : INFO : Epoch 1669 | loss: 0.031154 | val_loss: 0.0311666 | Time: 3108.62 ms [2021-03-05 06:26:54 main:581] : INFO : Epoch 1670 | loss: 0.0311536 | val_loss: 0.0311677 | Time: 3121.32 ms [2021-03-05 06:26:57 main:581] : INFO : Epoch 1671 | loss: 0.0311525 | val_loss: 0.0311687 | Time: 3116.34 ms [2021-03-05 06:27:00 main:581] : INFO : Epoch 1672 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 3117.22 ms [2021-03-05 06:27:03 main:581] : INFO : Epoch 1673 | loss: 0.0311498 | val_loss: 0.0311642 | Time: 3127.99 ms [2021-03-05 06:27:06 main:581] : INFO : Epoch 1674 | loss: 0.03115 | val_loss: 0.0311646 | Time: 3134.96 ms [2021-03-05 06:27:09 main:581] : INFO : Epoch 1675 | loss: 0.0311491 | val_loss: 0.0311648 | Time: 3125.91 ms [2021-03-05 06:27:13 main:581] : INFO : Epoch 1676 | loss: 0.0311479 | val_loss: 0.0311656 | Time: 3127.49 ms [2021-03-05 06:27:16 main:581] : INFO : Epoch 1677 | loss: 0.0311502 | val_loss: 0.0311644 | Time: 3130.75 ms [2021-03-05 06:27:19 main:581] : INFO : Epoch 1678 | loss: 0.0311484 | val_loss: 0.0311681 | Time: 3120.28 ms [2021-03-05 06:27:22 main:581] : INFO : Epoch 1679 | loss: 0.0311494 | val_loss: 0.0311681 | Time: 3122.74 ms [2021-03-05 06:27:25 main:581] : INFO : Epoch 1680 | loss: 0.031151 | val_loss: 0.0311649 | Time: 3139.96 ms [2021-03-05 06:27:28 main:581] : INFO : Epoch 1681 | loss: 0.0311473 | val_loss: 0.031166 | Time: 3130.41 ms [2021-03-05 06:27:31 main:581] : INFO : Epoch 1682 | loss: 0.0311471 | val_loss: 0.0311663 | Time: 3121.22 ms [2021-03-05 06:27:34 main:581] : INFO : Epoch 1683 | loss: 0.0311482 | val_loss: 0.0311638 | Time: 3135.82 ms [2021-03-05 06:27:38 main:581] : INFO : Epoch 1684 | loss: 0.0311482 | val_loss: 0.031169 | Time: 3129.98 ms [2021-03-05 06:27:41 main:581] : INFO : Epoch 1685 | loss: 0.0311498 | val_loss: 0.0311768 | Time: 3116.45 ms [2021-03-05 06:27:44 main:581] : INFO : Epoch 1686 | loss: 0.0311475 | val_loss: 0.0311667 | Time: 3125.77 ms [2021-03-05 06:27:47 main:581] : INFO : Epoch 1687 | loss: 0.0311494 | val_loss: 0.0311647 | Time: 3142.54 ms [2021-03-05 06:27:50 main:581] : INFO : Epoch 1688 | loss: 0.0311479 | val_loss: 0.031169 | Time: 3131.68 ms [2021-03-05 06:27:53 main:581] : INFO : Epoch 1689 | loss: 0.0311486 | val_loss: 0.0311637 | Time: 3124.71 ms [2021-03-05 06:27:56 main:581] : INFO : Epoch 1690 | loss: 0.0311499 | val_loss: 0.0311636 | Time: 3126.99 ms [2021-03-05 06:27:59 main:581] : INFO : Epoch 1691 | loss: 0.0311585 | val_loss: 0.0311758 | Time: 3134.35 ms [2021-03-05 06:28:03 main:581] : INFO : Epoch 1692 | loss: 0.0311687 | val_loss: 0.031192 | Time: 3103.18 ms [2021-03-05 06:28:06 main:581] : INFO : Epoch 1693 | loss: 0.0311732 | val_loss: 0.0311795 | Time: 3102.88 ms [2021-03-05 06:28:09 main:581] : INFO : Epoch 1694 | loss: 0.0311681 | val_loss: 0.0311707 | Time: 3144.39 ms [2021-03-05 06:28:12 main:581] : INFO : Epoch 1695 | loss: 0.0311635 | val_loss: 0.0311675 | Time: 3122.97 ms [2021-03-05 06:28:15 main:581] : INFO : Epoch 1696 | loss: 0.0311623 | val_loss: 0.0311666 | Time: 3134.67 ms [2021-03-05 06:28:18 main:581] : INFO : Epoch 1697 | loss: 0.0311591 | val_loss: 0.0311667 | Time: 3116.35 ms [2021-03-05 06:28:21 main:581] : INFO : Epoch 1698 | loss: 0.0311569 | val_loss: 0.0311645 | Time: 3109.93 ms [2021-03-05 06:28:24 main:581] : INFO : Epoch 1699 | loss: 0.0311561 | val_loss: 0.0311684 | Time: 3113.37 ms [2021-03-05 06:28:28 main:581] : INFO : Epoch 1700 | loss: 0.0311554 | val_loss: 0.0311639 | Time: 3131.52 ms [2021-03-05 06:28:31 main:581] : INFO : Epoch 1701 | loss: 0.0311544 | val_loss: 0.031167 | Time: 3134.41 ms [2021-03-05 06:28:34 main:581] : INFO : Epoch 1702 | loss: 0.0311558 | val_loss: 0.0311674 | Time: 3143.44 ms [2021-03-05 06:28:37 main:581] : INFO : Epoch 1703 | loss: 0.0311549 | val_loss: 0.031167 | Time: 3135.32 ms [2021-03-05 06:28:40 main:581] : INFO : Epoch 1704 | loss: 0.0311532 | val_loss: 0.0311632 | Time: 3133.8 ms [2021-03-05 06:28:43 main:581] : INFO : Epoch 1705 | loss: 0.0311525 | val_loss: 0.0311685 | Time: 3131.72 ms [2021-03-05 06:28:46 main:581] : INFO : Epoch 1706 | loss: 0.0311542 | val_loss: 0.0311714 | Time: 3124.52 ms [2021-03-05 06:28:50 main:581] : INFO : Epoch 1707 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 3119.09 ms [2021-03-05 06:28:53 main:581] : INFO : Epoch 1708 | loss: 0.0311509 | val_loss: 0.0311642 | Time: 3114.59 ms [2021-03-05 06:28:56 main:581] : INFO : Epoch 1709 | loss: 0.0311501 | val_loss: 0.0311671 | Time: 3123.62 ms [2021-03-05 06:28:59 main:581] : INFO : Epoch 1710 | loss: 0.0311501 | val_loss: 0.0311654 | Time: 3121.35 ms [2021-03-05 06:29:02 main:581] : INFO : Epoch 1711 | loss: 0.0311498 | val_loss: 0.0311684 | Time: 3112.92 ms [2021-03-05 06:29:05 main:581] : INFO : Epoch 1712 | loss: 0.0311509 | val_loss: 0.0311696 | Time: 3114.58 ms [2021-03-05 06:29:08 main:581] : INFO : Epoch 1713 | loss: 0.0311503 | val_loss: 0.0311672 | Time: 3119.32 ms [2021-03-05 06:29:11 main:581] : INFO : Epoch 1714 | loss: 0.0311488 | val_loss: 0.0311653 | Time: 3130.88 ms [2021-03-05 06:29:14 main:581] : INFO : Epoch 1715 | loss: 0.0311475 | val_loss: 0.0311685 | Time: 3119.57 ms [2021-03-05 06:29:18 main:581] : INFO : Epoch 1716 | loss: 0.0311496 | val_loss: 0.031168 | Time: 3100.68 ms [2021-03-05 06:29:21 main:581] : INFO : Epoch 1717 | loss: 0.0311487 | val_loss: 0.03117 | Time: 3119.18 ms [2021-03-05 06:29:24 main:581] : INFO : Epoch 1718 | loss: 0.0311503 | val_loss: 0.0311677 | Time: 3129.42 ms [2021-03-05 06:29:27 main:581] : INFO : Epoch 1719 | loss: 0.0311468 | val_loss: 0.0311692 | Time: 3127.5 ms [2021-03-05 06:29:30 main:581] : INFO : Epoch 1720 | loss: 0.0311459 | val_loss: 0.0311652 | Time: 3116.68 ms [2021-03-05 06:29:33 main:581] : INFO : Epoch 1721 | loss: 0.031148 | val_loss: 0.0311703 | Time: 3128.48 ms [2021-03-05 06:29:36 main:581] : INFO : Epoch 1722 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 3116.02 ms [2021-03-05 06:29:39 main:581] : INFO : Epoch 1723 | loss: 0.0311523 | val_loss: 0.0311707 | Time: 3127.75 ms [2021-03-05 06:29:43 main:581] : INFO : Epoch 1724 | loss: 0.0311502 | val_loss: 0.031169 | Time: 3127.09 ms [2021-03-05 06:29:46 main:581] : INFO : Epoch 1725 | loss: 0.0311481 | val_loss: 0.0311717 | Time: 3127.75 ms [2021-03-05 06:29:49 main:581] : INFO : Epoch 1726 | loss: 0.0311493 | val_loss: 0.0311721 | Time: 3107.44 ms [2021-03-05 06:29:52 main:581] : INFO : Epoch 1727 | loss: 0.0311477 | val_loss: 0.0311726 | Time: 3119.17 ms [2021-03-05 06:29:55 main:581] : INFO : Epoch 1728 | loss: 0.031146 | val_loss: 0.0311687 | Time: 3128.89 ms [2021-03-05 06:29:58 main:581] : INFO : Epoch 1729 | loss: 0.0311438 | val_loss: 0.0311717 | Time: 3136.74 ms [2021-03-05 06:30:01 main:581] : INFO : Epoch 1730 | loss: 0.0311448 | val_loss: 0.0311712 | Time: 3107.96 ms [2021-03-05 06:30:04 main:581] : INFO : Epoch 1731 | loss: 0.0311458 | val_loss: 0.0311695 | Time: 3134.03 ms [2021-03-05 06:30:08 main:581] : INFO : Epoch 1732 | loss: 0.0311445 | val_loss: 0.0311675 | Time: 3125.84 ms [2021-03-05 06:30:11 main:581] : INFO : Epoch 1733 | loss: 0.0311483 | val_loss: 0.0311728 | Time: 3108.08 ms [2021-03-05 06:30:14 main:581] : INFO : Epoch 1734 | loss: 0.0311472 | val_loss: 0.0311667 | Time: 3124.68 ms [2021-03-05 06:30:17 main:581] : INFO : Epoch 1735 | loss: 0.0311468 | val_loss: 0.0311706 | Time: 3138.59 ms [2021-03-05 06:30:20 main:581] : INFO : Epoch 1736 | loss: 0.0311463 | val_loss: 0.0311748 | Time: 3108.91 ms [2021-03-05 06:30:23 main:581] : INFO : Epoch 1737 | loss: 0.0311479 | val_loss: 0.0311718 | Time: 3120.37 ms [2021-03-05 06:30:26 main:581] : INFO : Epoch 1738 | loss: 0.0311521 | val_loss: 0.0311757 | Time: 3141.3 ms [2021-03-05 06:30:29 main:581] : INFO : Epoch 1739 | loss: 0.0311537 | val_loss: 0.0311704 | Time: 3129.85 ms [2021-03-05 06:30:33 main:581] : INFO : Epoch 1740 | loss: 0.0311497 | val_loss: 0.0311712 | Time: 3129.73 ms [2021-03-05 06:30:36 main:581] : INFO : Epoch 1741 | loss: 0.031146 | val_loss: 0.0311716 | Time: 3104.61 ms [2021-03-05 06:30:39 main:581] : INFO : Epoch 1742 | loss: 0.0311473 | val_loss: 0.031173 | Time: 3121.45 ms [2021-03-05 06:30:42 main:581] : INFO : Epoch 1743 | loss: 0.0311463 | val_loss: 0.0311731 | Time: 3124.49 ms [2021-03-05 06:30:45 main:581] : INFO : Epoch 1744 | loss: 0.0311485 | val_loss: 0.0311719 | Time: 3118.77 ms [2021-03-05 06:30:48 main:581] : INFO : Epoch 1745 | loss: 0.0311443 | val_loss: 0.0311735 | Time: 3106.24 ms [2021-03-05 06:30:51 main:581] : INFO : Epoch 1746 | loss: 0.0311431 | val_loss: 0.031169 | Time: 3139.65 ms [2021-03-05 06:30:54 main:581] : INFO : Epoch 1747 | loss: 0.0311451 | val_loss: 0.0311695 | Time: 3124.2 ms [2021-03-05 06:30:58 main:581] : INFO : Epoch 1748 | loss: 0.0311436 | val_loss: 0.0311715 | Time: 3135.05 ms [2021-03-05 06:31:01 main:581] : INFO : Epoch 1749 | loss: 0.0311424 | val_loss: 0.031168 | Time: 3105.63 ms [2021-03-05 06:31:04 main:581] : INFO : Epoch 1750 | loss: 0.031143 | val_loss: 0.0311695 | Time: 3129.09 ms [2021-03-05 06:31:07 main:581] : INFO : Epoch 1751 | loss: 0.031144 | val_loss: 0.0311697 | Time: 3126.58 ms [2021-03-05 06:31:10 main:581] : INFO : Epoch 1752 | loss: 0.0311413 | val_loss: 0.0311723 | Time: 3119.25 ms [2021-03-05 06:31:13 main:581] : INFO : Epoch 1753 | loss: 0.0311413 | val_loss: 0.0311746 | Time: 3128.33 ms [2021-03-05 06:31:16 main:581] : INFO : Epoch 1754 | loss: 0.0311423 | val_loss: 0.0311766 | Time: 3145.13 ms [2021-03-05 06:31:19 main:581] : INFO : Epoch 1755 | loss: 0.0311414 | val_loss: 0.031169 | Time: 3136.36 ms [2021-03-05 06:31:23 main:581] : INFO : Epoch 1756 | loss: 0.0311412 | val_loss: 0.0311692 | Time: 3130.49 ms [2021-03-05 06:31:26 main:581] : INFO : Epoch 1757 | loss: 0.0311411 | val_loss: 0.0311789 | Time: 3120.43 ms [2021-03-05 06:31:29 main:581] : INFO : Epoch 1758 | loss: 0.0311407 | val_loss: 0.0311704 | Time: 3109.24 ms [2021-03-05 06:31:32 main:581] : INFO : Epoch 1759 | loss: 0.0311414 | val_loss: 0.0311686 | Time: 3115.92 ms [2021-03-05 06:31:35 main:581] : INFO : Epoch 1760 | loss: 0.03114 | val_loss: 0.0311777 | Time: 3125.3 ms [2021-03-05 06:31:38 main:581] : INFO : Epoch 1761 | loss: 0.0311397 | val_loss: 0.0311738 | Time: 3116.1 ms [2021-03-05 06:31:41 main:581] : INFO : Epoch 1762 | loss: 0.031138 | val_loss: 0.031174 | Time: 3120.43 ms [2021-03-05 06:31:44 main:581] : INFO : Epoch 1763 | loss: 0.0311391 | val_loss: 0.0311696 | Time: 3121.76 ms [2021-03-05 06:31:48 main:581] : INFO : Epoch 1764 | loss: 0.0311375 | val_loss: 0.031173 | Time: 3124.78 ms [2021-03-05 06:31:51 main:581] : INFO : Epoch 1765 | loss: 0.0311388 | val_loss: 0.0311702 | Time: 3122.07 ms [2021-03-05 06:31:54 main:581] : INFO : Epoch 1766 | loss: 0.031139 | val_loss: 0.031171 | Time: 3108.56 ms [2021-03-05 06:31:57 main:581] : INFO : Epoch 1767 | loss: 0.0311369 | val_loss: 0.0311761 | Time: 3125.36 ms [2021-03-05 06:32:00 main:581] : INFO : Epoch 1768 | loss: 0.0311401 | val_loss: 0.0311742 | Time: 3121.98 ms [2021-03-05 06:32:03 main:581] : INFO : Epoch 1769 | loss: 0.0311521 | val_loss: 0.031169 | Time: 3114.34 ms [2021-03-05 06:32:06 main:581] : INFO : Epoch 1770 | loss: 0.0311555 | val_loss: 0.0311682 | Time: 3117.72 ms [2021-03-05 06:32:09 main:581] : INFO : Epoch 1771 | loss: 0.031155 | val_loss: 0.0311699 | Time: 3130.39 ms [2021-03-05 06:32:13 main:581] : INFO : Epoch 1772 | loss: 0.0311505 | val_loss: 0.0311658 | Time: 3137.36 ms [2021-03-05 06:32:16 main:581] : INFO : Epoch 1773 | loss: 0.0311497 | val_loss: 0.0311655 | Time: 3129.98 ms [2021-03-05 06:32:19 main:581] : INFO : Epoch 1774 | loss: 0.0311473 | val_loss: 0.0311664 | Time: 3113.79 ms [2021-03-05 06:32:22 main:581] : INFO : Epoch 1775 | loss: 0.0311488 | val_loss: 0.0311666 | Time: 3124.04 ms [2021-03-05 06:32:25 main:581] : INFO : Epoch 1776 | loss: 0.0311486 | val_loss: 0.0311753 | Time: 3114.56 ms [2021-03-05 06:32:28 main:581] : INFO : Epoch 1777 | loss: 0.0311545 | val_loss: 0.0311702 | Time: 3127.57 ms [2021-03-05 06:32:31 main:581] : INFO : Epoch 1778 | loss: 0.0311546 | val_loss: 0.0311757 | Time: 3146.03 ms [2021-03-05 06:32:34 main:581] : INFO : Epoch 1779 | loss: 0.0311517 | val_loss: 0.0311694 | Time: 3129.37 ms [2021-03-05 06:32:38 main:581] : INFO : Epoch 1780 | loss: 0.0311496 | val_loss: 0.0311727 | Time: 3174.47 ms [2021-03-05 06:32:41 main:581] : INFO : Epoch 1781 | loss: 0.0311467 | val_loss: 0.0311704 | Time: 3139.16 ms [2021-03-05 06:32:44 main:581] : INFO : Epoch 1782 | loss: 0.0311486 | val_loss: 0.0311739 | Time: 3112.68 ms [2021-03-05 06:32:47 main:581] : INFO : Epoch 1783 | loss: 0.0311451 | val_loss: 0.031172 | Time: 3121.35 ms [2021-03-05 06:32:50 main:581] : INFO : Epoch 1784 | loss: 0.0311434 | val_loss: 0.0311718 | Time: 3139.39 ms [2021-03-05 06:32:53 main:581] : INFO : Epoch 1785 | loss: 0.031142 | val_loss: 0.031171 | Time: 3129.8 ms [2021-03-05 06:32:56 main:581] : INFO : Epoch 1786 | loss: 0.0311415 | val_loss: 0.0311685 | Time: 3123.9 ms [2021-03-05 06:32:59 main:581] : INFO : Epoch 1787 | loss: 0.0311418 | val_loss: 0.031171 | Time: 3126.11 ms [2021-03-05 06:33:03 main:581] : INFO : Epoch 1788 | loss: 0.0311408 | val_loss: 0.0311749 | Time: 3121.41 ms [2021-03-05 06:33:06 main:581] : INFO : Epoch 1789 | loss: 0.031141 | val_loss: 0.0311686 | Time: 3127.3 ms [2021-03-05 06:33:09 main:581] : INFO : Epoch 1790 | loss: 0.0311428 | val_loss: 0.0311784 | Time: 3144.07 ms [2021-03-05 06:33:12 main:581] : INFO : Epoch 1791 | loss: 0.0311437 | val_loss: 0.0311725 | Time: 3115.76 ms [2021-03-05 06:33:15 main:581] : INFO : Epoch 1792 | loss: 0.0311398 | val_loss: 0.0311686 | Time: 3125.86 ms [2021-03-05 06:33:18 main:581] : INFO : Epoch 1793 | loss: 0.0311413 | val_loss: 0.0311744 | Time: 3136.65 ms [2021-03-05 06:33:21 main:581] : INFO : Epoch 1794 | loss: 0.0311383 | val_loss: 0.031169 | Time: 3117.18 ms [2021-03-05 06:33:25 main:581] : INFO : Epoch 1795 | loss: 0.0311387 | val_loss: 0.0311727 | Time: 3118.03 ms [2021-03-05 06:33:28 main:581] : INFO : Epoch 1796 | loss: 0.0311397 | val_loss: 0.0311774 | Time: 3109.78 ms [2021-03-05 06:33:31 main:581] : INFO : Epoch 1797 | loss: 0.03114 | val_loss: 0.0311696 | Time: 3117.9 ms [2021-03-05 06:33:34 main:581] : INFO : Epoch 1798 | loss: 0.0311384 | val_loss: 0.0311719 | Time: 3110.97 ms [2021-03-05 06:33:37 main:581] : INFO : Epoch 1799 | loss: 0.031139 | val_loss: 0.0311723 | Time: 3133.89 ms [2021-03-05 06:33:40 main:581] : INFO : Epoch 1800 | loss: 0.0311393 | val_loss: 0.0311716 | Time: 3121.41 ms [2021-03-05 06:33:43 main:581] : INFO : Epoch 1801 | loss: 0.0311379 | val_loss: 0.0311741 | Time: 3140.88 ms [2021-03-05 06:33:46 main:581] : INFO : Epoch 1802 | loss: 0.0311376 | val_loss: 0.0311716 | Time: 3123.83 ms [2021-03-05 06:33:50 main:581] : INFO : Epoch 1803 | loss: 0.0311371 | val_loss: 0.031173 | Time: 3144.33 ms [2021-03-05 06:33:53 main:581] : INFO : Epoch 1804 | loss: 0.0311385 | val_loss: 0.0311707 | Time: 3119.35 ms [2021-03-05 06:33:56 main:581] : INFO : Epoch 1805 | loss: 0.03114 | val_loss: 0.0311771 | Time: 3137.55 ms [2021-03-05 06:33:59 main:581] : INFO : Epoch 1806 | loss: 0.0311392 | val_loss: 0.0311752 | Time: 3108.99 ms [2021-03-05 06:34:02 main:581] : INFO : Epoch 1807 | loss: 0.0311373 | val_loss: 0.031176 | Time: 3131.63 ms [2021-03-05 06:34:05 main:581] : INFO : Epoch 1808 | loss: 0.031139 | val_loss: 0.0311708 | Time: 3144.53 ms [2021-03-05 06:34:08 main:581] : INFO : Epoch 1809 | loss: 0.031139 | val_loss: 0.0311803 | Time: 3105.56 ms [2021-03-05 06:34:11 main:581] : INFO : Epoch 1810 | loss: 0.0311379 | val_loss: 0.0311738 | Time: 3116.89 ms [2021-03-05 06:34:15 main:581] : INFO : Epoch 1811 | loss: 0.0311372 | val_loss: 0.0311751 | Time: 3133.25 ms [2021-03-05 06:34:18 main:581] : INFO : Epoch 1812 | loss: 0.0311366 | val_loss: 0.0311706 | Time: 3127.54 ms [2021-03-05 06:34:21 main:581] : INFO : Epoch 1813 | loss: 0.0311364 | val_loss: 0.031174 | Time: 3132.64 ms [2021-03-05 06:34:24 main:581] : INFO : Epoch 1814 | loss: 0.0311368 | val_loss: 0.0311786 | Time: 3110.84 ms [2021-03-05 06:34:27 main:581] : INFO : Epoch 1815 | loss: 0.0311377 | val_loss: 0.0311705 | Time: 3122.71 ms [2021-03-05 06:34:30 main:581] : INFO : Epoch 1816 | loss: 0.0311365 | val_loss: 0.0311712 | Time: 3142.85 ms [2021-03-05 06:34:33 main:581] : INFO : Epoch 1817 | loss: 0.031137 | val_loss: 0.0311745 | Time: 3118.32 ms [2021-03-05 06:34:36 main:581] : INFO : Epoch 1818 | loss: 0.031138 | val_loss: 0.0311751 | Time: 3141.66 ms [2021-03-05 06:34:40 main:581] : INFO : Epoch 1819 | loss: 0.031138 | val_loss: 0.0311783 | Time: 3114.17 ms [2021-03-05 06:34:43 main:581] : INFO : Epoch 1820 | loss: 0.0311371 | val_loss: 0.0311762 | Time: 3117.79 ms [2021-03-05 06:34:46 main:581] : INFO : Epoch 1821 | loss: 0.0311399 | val_loss: 0.0311793 | Time: 3130.98 ms [2021-03-05 06:34:49 main:581] : INFO : Epoch 1822 | loss: 0.0311447 | val_loss: 0.0311741 | Time: 3124.17 ms [2021-03-05 06:34:52 main:581] : INFO : Epoch 1823 | loss: 0.0311408 | val_loss: 0.0311803 | Time: 3107.89 ms [2021-03-05 06:34:55 main:581] : INFO : Epoch 1824 | loss: 0.031141 | val_loss: 0.0311709 | Time: 3114.78 ms [2021-03-05 06:34:58 main:581] : INFO : Epoch 1825 | loss: 0.0311361 | val_loss: 0.0311759 | Time: 3130.4 ms [2021-03-05 06:35:01 main:581] : INFO : Epoch 1826 | loss: 0.0311379 | val_loss: 0.0311743 | Time: 3122.43 ms [2021-03-05 06:35:05 main:581] : INFO : Epoch 1827 | loss: 0.0311369 | val_loss: 0.0311716 | Time: 3130.95 ms [2021-03-05 06:35:08 main:581] : INFO : Epoch 1828 | loss: 0.0311367 | val_loss: 0.0311752 | Time: 3133.77 ms [2021-03-05 06:35:11 main:581] : INFO : Epoch 1829 | loss: 0.0311354 | val_loss: 0.0311732 | Time: 3121.52 ms [2021-03-05 06:35:14 main:581] : INFO : Epoch 1830 | loss: 0.0311359 | val_loss: 0.0311728 | Time: 3119.85 ms [2021-03-05 06:35:17 main:581] : INFO : Epoch 1831 | loss: 0.0311356 | val_loss: 0.0311755 | Time: 3120.9 ms [2021-03-05 06:35:20 main:581] : INFO : Epoch 1832 | loss: 0.0311337 | val_loss: 0.0311762 | Time: 3125.93 ms [2021-03-05 06:35:23 main:581] : INFO : Epoch 1833 | loss: 0.0311339 | val_loss: 0.0311752 | Time: 3110.88 ms [2021-03-05 06:35:26 main:581] : INFO : Epoch 1834 | loss: 0.0311341 | val_loss: 0.0311759 | Time: 3130.51 ms [2021-03-05 06:35:29 main:581] : INFO : Epoch 1835 | loss: 0.0311341 | val_loss: 0.0311737 | Time: 3097.51 ms [2021-03-05 06:35:33 main:581] : INFO : Epoch 1836 | loss: 0.031134 | val_loss: 0.0311739 | Time: 3127.39 ms [2021-03-05 06:35:36 main:581] : INFO : Epoch 1837 | loss: 0.0311337 | val_loss: 0.0311735 | Time: 3129.6 ms [2021-03-05 06:35:39 main:581] : INFO : Epoch 1838 | loss: 0.031135 | val_loss: 0.031174 | Time: 3134.37 ms [2021-03-05 06:35:42 main:581] : INFO : Epoch 1839 | loss: 0.0311382 | val_loss: 0.031172 | Time: 3115.9 ms [2021-03-05 06:35:45 main:581] : INFO : Epoch 1840 | loss: 0.0311384 | val_loss: 0.0311765 | Time: 3120.55 ms [2021-03-05 06:35:48 main:581] : INFO : Epoch 1841 | loss: 0.0311407 | val_loss: 0.0311729 | Time: 3142.47 ms [2021-03-05 06:35:51 main:581] : INFO : Epoch 1842 | loss: 0.0311409 | val_loss: 0.0311775 | Time: 3111.92 ms [2021-03-05 06:35:54 main:581] : INFO : Epoch 1843 | loss: 0.0311412 | val_loss: 0.0311732 | Time: 3119.75 ms [2021-03-05 06:35:58 main:581] : INFO : Epoch 1844 | loss: 0.0311405 | val_loss: 0.0311741 | Time: 3125.49 ms [2021-03-05 06:36:01 main:581] : INFO : Epoch 1845 | loss: 0.0311364 | val_loss: 0.0311734 | Time: 3120.57 ms [2021-03-05 06:36:04 main:581] : INFO : Epoch 1846 | loss: 0.0311352 | val_loss: 0.0311799 | Time: 3120.39 ms [2021-03-05 06:36:07 main:581] : INFO : Epoch 1847 | loss: 0.0311365 | val_loss: 0.031173 | Time: 3131.89 ms [2021-03-05 06:36:10 main:581] : INFO : Epoch 1848 | loss: 0.0311352 | val_loss: 0.0311758 | Time: 3111.31 ms [2021-03-05 06:36:13 main:581] : INFO : Epoch 1849 | loss: 0.0311359 | val_loss: 0.0311733 | Time: 3102.02 ms [2021-03-05 06:36:16 main:581] : INFO : Epoch 1850 | loss: 0.0311372 | val_loss: 0.0311742 | Time: 3120.03 ms [2021-03-05 06:36:19 main:581] : INFO : Epoch 1851 | loss: 0.0311398 | val_loss: 0.0311757 | Time: 3119.99 ms [2021-03-05 06:36:23 main:581] : INFO : Epoch 1852 | loss: 0.0311418 | val_loss: 0.0311774 | Time: 3121.31 ms [2021-03-05 06:36:26 main:581] : INFO : Epoch 1853 | loss: 0.0311378 | val_loss: 0.0311741 | Time: 3116.27 ms [2021-03-05 06:36:29 main:581] : INFO : Epoch 1854 | loss: 0.0311353 | val_loss: 0.0311776 | Time: 3127.5 ms [2021-03-05 06:36:32 main:581] : INFO : Epoch 1855 | loss: 0.0311356 | val_loss: 0.0311741 | Time: 3126.03 ms [2021-03-05 06:36:35 main:581] : INFO : Epoch 1856 | loss: 0.0311353 | val_loss: 0.0311773 | Time: 3103.57 ms [2021-03-05 06:36:38 main:581] : INFO : Epoch 1857 | loss: 0.0311394 | val_loss: 0.0311783 | Time: 3129.53 ms [2021-03-05 06:36:41 main:581] : INFO : Epoch 1858 | loss: 0.0311338 | val_loss: 0.0311742 | Time: 3138.1 ms [2021-03-05 06:36:44 main:581] : INFO : Epoch 1859 | loss: 0.0311337 | val_loss: 0.0311769 | Time: 3108.17 ms [2021-03-05 06:36:48 main:581] : INFO : Epoch 1860 | loss: 0.0311361 | val_loss: 0.0311742 | Time: 3138.85 ms [2021-03-05 06:36:51 main:581] : INFO : Epoch 1861 | loss: 0.0311365 | val_loss: 0.0311772 | Time: 3111.7 ms [2021-03-05 06:36:54 main:581] : INFO : Epoch 1862 | loss: 0.0311357 | val_loss: 0.0311776 | Time: 3111.88 ms [2021-03-05 06:36:57 main:581] : INFO : Epoch 1863 | loss: 0.0311343 | val_loss: 0.0311727 | Time: 3111.83 ms [2021-03-05 06:37:00 main:581] : INFO : Epoch 1864 | loss: 0.0311394 | val_loss: 0.0311744 | Time: 3141.39 ms [2021-03-05 06:37:03 main:581] : INFO : Epoch 1865 | loss: 0.0311406 | val_loss: 0.0311802 | Time: 3108.78 ms [2021-03-05 06:37:06 main:581] : INFO : Epoch 1866 | loss: 0.031135 | val_loss: 0.0311797 | Time: 3110.67 ms [2021-03-05 06:37:09 main:581] : INFO : Epoch 1867 | loss: 0.0311348 | val_loss: 0.0311731 | Time: 3120.44 ms [2021-03-05 06:37:12 main:581] : INFO : Epoch 1868 | loss: 0.0311342 | val_loss: 0.0311769 | Time: 3096.41 ms [2021-03-05 06:37:16 main:581] : INFO : Epoch 1869 | loss: 0.0311344 | val_loss: 0.0311719 | Time: 3142.99 ms [2021-03-05 06:37:19 main:581] : INFO : Epoch 1870 | loss: 0.0311358 | val_loss: 0.0311773 | Time: 3101.49 ms [2021-03-05 06:37:22 main:581] : INFO : Epoch 1871 | loss: 0.0311376 | val_loss: 0.0311772 | Time: 3122.5 ms [2021-03-05 06:37:25 main:581] : INFO : Epoch 1872 | loss: 0.0311357 | val_loss: 0.0311771 | Time: 3134.4 ms [2021-03-05 06:37:28 main:581] : INFO : Epoch 1873 | loss: 0.0311356 | val_loss: 0.0311751 | Time: 3122.82 ms [2021-03-05 06:37:31 main:581] : INFO : Epoch 1874 | loss: 0.0311346 | val_loss: 0.0311755 | Time: 3115.8 ms [2021-03-05 06:37:34 main:581] : INFO : Epoch 1875 | loss: 0.0311331 | val_loss: 0.0311761 | Time: 3122.97 ms [2021-03-05 06:37:37 main:581] : INFO : Epoch 1876 | loss: 0.0311321 | val_loss: 0.0311743 | Time: 3108.47 ms [2021-03-05 06:37:41 main:581] : INFO : Epoch 1877 | loss: 0.0311343 | val_loss: 0.0311741 | Time: 3122.76 ms [2021-03-05 06:37:44 main:581] : INFO : Epoch 1878 | loss: 0.0311361 | val_loss: 0.0311734 | Time: 3125.09 ms [2021-03-05 06:37:47 main:581] : INFO : Epoch 1879 | loss: 0.031135 | val_loss: 0.0311752 | Time: 3129.09 ms [2021-03-05 06:37:50 main:581] : INFO : Epoch 1880 | loss: 0.0311388 | val_loss: 0.031177 | Time: 3117.59 ms [2021-03-05 06:37:53 main:581] : INFO : Epoch 1881 | loss: 0.0311351 | val_loss: 0.031176 | Time: 3119.27 ms [2021-03-05 06:37:56 main:581] : INFO : Epoch 1882 | loss: 0.0311367 | val_loss: 0.031173 | Time: 3117.59 ms [2021-03-05 06:37:59 main:581] : INFO : Epoch 1883 | loss: 0.0311334 | val_loss: 0.0311816 | Time: 3114.62 ms [2021-03-05 06:38:02 main:581] : INFO : Epoch 1884 | loss: 0.0311358 | val_loss: 0.031178 | Time: 3120.77 ms [2021-03-05 06:38:06 main:581] : INFO : Epoch 1885 | loss: 0.0311362 | val_loss: 0.0311757 | Time: 3125.28 ms [2021-03-05 06:38:09 main:581] : INFO : Epoch 1886 | loss: 0.0311354 | val_loss: 0.0311777 | Time: 3125.35 ms [2021-03-05 06:38:12 main:581] : INFO : Epoch 1887 | loss: 0.0311351 | val_loss: 0.0311787 | Time: 3095.92 ms [2021-03-05 06:38:15 main:581] : INFO : Epoch 1888 | loss: 0.0311348 | val_loss: 0.0311752 | Time: 3102.28 ms [2021-03-05 06:38:18 main:581] : INFO : Epoch 1889 | loss: 0.031134 | val_loss: 0.0311727 | Time: 3124.06 ms [2021-03-05 06:38:21 main:581] : INFO : Epoch 1890 | loss: 0.0311353 | val_loss: 0.0311753 | Time: 3096.24 ms [2021-03-05 06:38:24 main:581] : INFO : Epoch 1891 | loss: 0.031136 | val_loss: 0.0311809 | Time: 3123.18 ms [2021-03-05 06:38:27 main:581] : INFO : Epoch 1892 | loss: 0.0311345 | val_loss: 0.0311745 | Time: 3136.16 ms [2021-03-05 06:38:30 main:581] : INFO : Epoch 1893 | loss: 0.0311353 | val_loss: 0.0311849 | Time: 3128.05 ms [2021-03-05 06:38:34 main:581] : INFO : Epoch 1894 | loss: 0.0311344 | val_loss: 0.0311745 | Time: 3136.45 ms [2021-03-05 06:38:37 main:581] : INFO : Epoch 1895 | loss: 0.0311348 | val_loss: 0.0311728 | Time: 3126.12 ms [2021-03-05 06:38:40 main:581] : INFO : Epoch 1896 | loss: 0.031135 | val_loss: 0.0311816 | Time: 3125.91 ms [2021-03-05 06:38:43 main:581] : INFO : Epoch 1897 | loss: 0.0311346 | val_loss: 0.0311737 | Time: 3131.1 ms [2021-03-05 06:38:46 main:581] : INFO : Epoch 1898 | loss: 0.0311362 | val_loss: 0.0311866 | Time: 3136.67 ms [2021-03-05 06:38:49 main:581] : INFO : Epoch 1899 | loss: 0.0311387 | val_loss: 0.0311896 | Time: 3135 ms [2021-03-05 06:38:52 main:581] : INFO : Epoch 1900 | loss: 0.0311373 | val_loss: 0.0311794 | Time: 3123.63 ms [2021-03-05 06:38:56 main:581] : INFO : Epoch 1901 | loss: 0.0311324 | val_loss: 0.031179 | Time: 3116.6 ms [2021-03-05 06:38:59 main:581] : INFO : Epoch 1902 | loss: 0.031133 | val_loss: 0.0311787 | Time: 3114.25 ms [2021-03-05 06:39:02 main:581] : INFO : Epoch 1903 | loss: 0.0311334 | val_loss: 0.0311771 | Time: 3120.53 ms [2021-03-05 06:39:05 main:581] : INFO : Epoch 1904 | loss: 0.0311308 | val_loss: 0.0311787 | Time: 3106.74 ms [2021-03-05 06:39:08 main:581] : INFO : Epoch 1905 | loss: 0.0311319 | val_loss: 0.0311807 | Time: 3109.81 ms [2021-03-05 06:39:11 main:581] : INFO : Epoch 1906 | loss: 0.0311339 | val_loss: 0.0311819 | Time: 3117.08 ms [2021-03-05 06:39:14 main:581] : INFO : Epoch 1907 | loss: 0.0311323 | val_loss: 0.0311768 | Time: 3110.48 ms [2021-03-05 06:39:17 main:581] : INFO : Epoch 1908 | loss: 0.0311331 | val_loss: 0.0311786 | Time: 3121.96 ms [2021-03-05 06:39:20 main:581] : INFO : Epoch 1909 | loss: 0.0311336 | val_loss: 0.0311775 | Time: 3122.76 ms [2021-03-05 06:39:24 main:581] : INFO : Epoch 1910 | loss: 0.0311317 | val_loss: 0.0311779 | Time: 3103.63 ms [2021-03-05 06:39:27 main:581] : INFO : Epoch 1911 | loss: 0.0311331 | val_loss: 0.0311783 | Time: 3130.24 ms [2021-03-05 06:39:30 main:581] : INFO : Epoch 1912 | loss: 0.0311312 | val_loss: 0.0311809 | Time: 3104.58 ms [2021-03-05 06:39:33 main:581] : INFO : Epoch 1913 | loss: 0.0311314 | val_loss: 0.0311798 | Time: 3131.63 ms [2021-03-05 06:39:36 main:581] : INFO : Epoch 1914 | loss: 0.0311305 | val_loss: 0.0311789 | Time: 3097.06 ms [2021-03-05 06:39:39 main:581] : INFO : Epoch 1915 | loss: 0.0311307 | val_loss: 0.0311814 | Time: 3132.54 ms [2021-03-05 06:39:42 main:581] : INFO : Epoch 1916 | loss: 0.0311311 | val_loss: 0.0311773 | Time: 3106.11 ms [2021-03-05 06:39:45 main:581] : INFO : Epoch 1917 | loss: 0.0311308 | val_loss: 0.0311773 | Time: 3122.73 ms [2021-03-05 06:39:49 main:581] : INFO : Epoch 1918 | loss: 0.0311308 | val_loss: 0.0311778 | Time: 3118.41 ms [2021-03-05 06:39:52 main:581] : INFO : Epoch 1919 | loss: 0.03113 | val_loss: 0.0311753 | Time: 3125.06 ms [2021-03-05 06:39:55 main:581] : INFO : Epoch 1920 | loss: 0.0311303 | val_loss: 0.0311771 | Time: 3134.48 ms [2021-03-05 06:39:58 main:581] : INFO : Epoch 1921 | loss: 0.0311295 | val_loss: 0.0311754 | Time: 3126.84 ms [2021-03-05 06:40:01 main:581] : INFO : Epoch 1922 | loss: 0.0311299 | val_loss: 0.0311796 | Time: 3123.73 ms [2021-03-05 06:40:04 main:581] : INFO : Epoch 1923 | loss: 0.0311324 | val_loss: 0.0311762 | Time: 3126.28 ms [2021-03-05 06:40:07 main:581] : INFO : Epoch 1924 | loss: 0.0311307 | val_loss: 0.0311772 | Time: 3149.5 ms [2021-03-05 06:40:10 main:581] : INFO : Epoch 1925 | loss: 0.031132 | val_loss: 0.0311725 | Time: 3133.48 ms [2021-03-05 06:40:14 main:581] : INFO : Epoch 1926 | loss: 0.0311323 | val_loss: 0.0311767 | Time: 3132.24 ms [2021-03-05 06:40:17 main:581] : INFO : Epoch 1927 | loss: 0.0311299 | val_loss: 0.0311775 | Time: 3119.27 ms [2021-03-05 06:40:20 main:581] : INFO : Epoch 1928 | loss: 0.0311354 | val_loss: 0.0311814 | Time: 3134.29 ms [2021-03-05 06:40:23 main:581] : INFO : Epoch 1929 | loss: 0.0311397 | val_loss: 0.0311813 | Time: 3111.56 ms [2021-03-05 06:40:26 main:581] : INFO : Epoch 1930 | loss: 0.031137 | val_loss: 0.0311729 | Time: 3130.84 ms [2021-03-05 06:40:29 main:581] : INFO : Epoch 1931 | loss: 0.0311377 | val_loss: 0.0311748 | Time: 3127.95 ms [2021-03-05 06:40:32 main:581] : INFO : Epoch 1932 | loss: 0.0311383 | val_loss: 0.0311728 | Time: 3120.36 ms [2021-03-05 06:40:35 main:581] : INFO : Epoch 1933 | loss: 0.0311384 | val_loss: 0.0311798 | Time: 3114.79 ms [2021-03-05 06:40:39 main:581] : INFO : Epoch 1934 | loss: 0.0311377 | val_loss: 0.031177 | Time: 3112.36 ms [2021-03-05 06:40:42 main:581] : INFO : Epoch 1935 | loss: 0.0311349 | val_loss: 0.0311736 | Time: 3129.33 ms [2021-03-05 06:40:45 main:581] : INFO : Epoch 1936 | loss: 0.0311382 | val_loss: 0.0311771 | Time: 3115.69 ms [2021-03-05 06:40:48 main:581] : INFO : Epoch 1937 | loss: 0.0311407 | val_loss: 0.031185 | Time: 3107.94 ms [2021-03-05 06:40:51 main:581] : INFO : Epoch 1938 | loss: 0.0311372 | val_loss: 0.0311745 | Time: 3132.03 ms [2021-03-05 06:40:54 main:581] : INFO : Epoch 1939 | loss: 0.0311398 | val_loss: 0.031181 | Time: 3126.63 ms [2021-03-05 06:40:57 main:581] : INFO : Epoch 1940 | loss: 0.0311395 | val_loss: 0.0311761 | Time: 3129.8 ms [2021-03-05 06:41:00 main:581] : INFO : Epoch 1941 | loss: 0.0311357 | val_loss: 0.0311754 | Time: 3116.14 ms [2021-03-05 06:41:04 main:581] : INFO : Epoch 1942 | loss: 0.0311328 | val_loss: 0.0311788 | Time: 3117.94 ms [2021-03-05 06:41:07 main:581] : INFO : Epoch 1943 | loss: 0.0311339 | val_loss: 0.031175 | Time: 3128.96 ms [2021-03-05 06:41:10 main:581] : INFO : Epoch 1944 | loss: 0.0311348 | val_loss: 0.0311763 | Time: 3122.51 ms [2021-03-05 06:41:13 main:581] : INFO : Epoch 1945 | loss: 0.0311322 | val_loss: 0.031181 | Time: 3131.76 ms [2021-03-05 06:41:16 main:581] : INFO : Epoch 1946 | loss: 0.0311325 | val_loss: 0.0311744 | Time: 3123.58 ms [2021-03-05 06:41:19 main:581] : INFO : Epoch 1947 | loss: 0.0311323 | val_loss: 0.0311783 | Time: 3115.76 ms [2021-03-05 06:41:22 main:581] : INFO : Epoch 1948 | loss: 0.0311313 | val_loss: 0.0311738 | Time: 3107.25 ms [2021-03-05 06:41:25 main:581] : INFO : Epoch 1949 | loss: 0.0311321 | val_loss: 0.0311763 | Time: 3105.03 ms [2021-03-05 06:41:27 main:581] : INFO : Epoch 1950 | loss: 0.0311319 | val_loss: 0.0311781 | Time: 1584.73 ms [2021-03-05 06:41:29 main:581] : INFO : Epoch 1951 | loss: 0.0311337 | val_loss: 0.0311763 | Time: 1991.19 ms [2021-03-05 06:41:31 main:581] : INFO : Epoch 1952 | loss: 0.0311332 | val_loss: 0.0311753 | Time: 1568.83 ms [2021-03-05 06:41:33 main:581] : INFO : Epoch 1953 | loss: 0.0311321 | val_loss: 0.031172 | Time: 2223.58 ms [2021-03-05 06:41:36 main:581] : INFO : Epoch 1954 | loss: 0.0311318 | val_loss: 0.0311809 | Time: 3095.41 ms [2021-03-05 06:41:39 main:581] : INFO : Epoch 1955 | loss: 0.0311306 | val_loss: 0.031176 | Time: 3123.02 ms [2021-03-05 06:41:42 main:581] : INFO : Epoch 1956 | loss: 0.0311365 | val_loss: 0.0311823 | Time: 3110.53 ms [2021-03-05 06:41:45 main:581] : INFO : Epoch 1957 | loss: 0.031137 | val_loss: 0.0311772 | Time: 3099.75 ms [2021-03-05 06:41:48 main:581] : INFO : Epoch 1958 | loss: 0.0311356 | val_loss: 0.031174 | Time: 3123.15 ms [2021-03-05 06:41:51 main:581] : INFO : Epoch 1959 | loss: 0.0311325 | val_loss: 0.0311789 | Time: 3136.36 ms [2021-03-05 06:41:55 main:581] : INFO : Epoch 1960 | loss: 0.0311314 | val_loss: 0.0311773 | Time: 3120.53 ms [2021-03-05 06:41:58 main:581] : INFO : Epoch 1961 | loss: 0.0311406 | val_loss: 0.0311731 | Time: 3132.66 ms [2021-03-05 06:42:01 main:581] : INFO : Epoch 1962 | loss: 0.0311458 | val_loss: 0.0311798 | Time: 3113.31 ms [2021-03-05 06:42:04 main:581] : INFO : Epoch 1963 | loss: 0.031141 | val_loss: 0.0311799 | Time: 3131.3 ms [2021-03-05 06:42:07 main:581] : INFO : Epoch 1964 | loss: 0.0311407 | val_loss: 0.03118 | Time: 3124.89 ms [2021-03-05 06:42:10 main:581] : INFO : Epoch 1965 | loss: 0.0311396 | val_loss: 0.0311814 | Time: 3120.23 ms [2021-03-05 06:42:13 main:581] : INFO : Epoch 1966 | loss: 0.0311393 | val_loss: 0.0311782 | Time: 3127.96 ms [2021-03-05 06:42:16 main:581] : INFO : Epoch 1967 | loss: 0.0311487 | val_loss: 0.0311717 | Time: 3129.34 ms [2021-03-05 06:42:20 main:581] : INFO : Epoch 1968 | loss: 0.0311542 | val_loss: 0.0311748 | Time: 3117.93 ms [2021-03-05 06:42:23 main:581] : INFO : Epoch 1969 | loss: 0.0311512 | val_loss: 0.0311729 | Time: 3125.2 ms [2021-03-05 06:42:26 main:581] : INFO : Epoch 1970 | loss: 0.0311479 | val_loss: 0.0311733 | Time: 3112.18 ms [2021-03-05 06:42:29 main:581] : INFO : Epoch 1971 | loss: 0.0311458 | val_loss: 0.0311712 | Time: 3122.39 ms [2021-03-05 06:42:32 main:581] : INFO : Epoch 1972 | loss: 0.0311436 | val_loss: 0.0311745 | Time: 3118.18 ms [2021-03-05 06:42:35 main:581] : INFO : Epoch 1973 | loss: 0.0311476 | val_loss: 0.0311736 | Time: 3115.01 ms [2021-03-05 06:42:38 main:581] : INFO : Epoch 1974 | loss: 0.0311452 | val_loss: 0.0311759 | Time: 3111.85 ms [2021-03-05 06:42:41 main:581] : INFO : Epoch 1975 | loss: 0.0311425 | val_loss: 0.0311733 | Time: 3113.93 ms [2021-03-05 06:42:45 main:581] : INFO : Epoch 1976 | loss: 0.0311426 | val_loss: 0.0311716 | Time: 3128.04 ms [2021-03-05 06:42:48 main:581] : INFO : Epoch 1977 | loss: 0.0311403 | val_loss: 0.031171 | Time: 3121.22 ms [2021-03-05 06:42:51 main:581] : INFO : Epoch 1978 | loss: 0.0311393 | val_loss: 0.0311795 | Time: 3126.16 ms [2021-03-05 06:42:54 main:581] : INFO : Epoch 1979 | loss: 0.0311434 | val_loss: 0.0311775 | Time: 3132.19 ms [2021-03-05 06:42:57 main:581] : INFO : Epoch 1980 | loss: 0.031143 | val_loss: 0.0311753 | Time: 3105.71 ms [2021-03-05 06:43:00 main:581] : INFO : Epoch 1981 | loss: 0.0311425 | val_loss: 0.0311809 | Time: 3121.62 ms [2021-03-05 06:43:03 main:581] : INFO : Epoch 1982 | loss: 0.0311419 | val_loss: 0.0311733 | Time: 3128.1 ms [2021-03-05 06:43:06 main:581] : INFO : Epoch 1983 | loss: 0.0311407 | val_loss: 0.0311713 | Time: 3140.94 ms [2021-03-05 06:43:10 main:581] : INFO : Epoch 1984 | loss: 0.0311399 | val_loss: 0.0311761 | Time: 3124.28 ms [2021-03-05 06:43:13 main:581] : INFO : Epoch 1985 | loss: 0.0311444 | val_loss: 0.0311761 | Time: 3120.74 ms [2021-03-05 06:43:16 main:581] : INFO : Epoch 1986 | loss: 0.0311462 | val_loss: 0.0311703 | Time: 3106.12 ms [2021-03-05 06:43:19 main:581] : INFO : Epoch 1987 | loss: 0.0311429 | val_loss: 0.0311721 | Time: 3113.18 ms [2021-03-05 06:43:22 main:581] : INFO : Epoch 1988 | loss: 0.0311428 | val_loss: 0.03118 | Time: 3141.72 ms [2021-03-05 06:43:25 main:581] : INFO : Epoch 1989 | loss: 0.0311422 | val_loss: 0.0311727 | Time: 3126.56 ms [2021-03-05 06:43:28 main:581] : INFO : Epoch 1990 | loss: 0.0311404 | val_loss: 0.031178 | Time: 3127.58 ms [2021-03-05 06:43:31 main:581] : INFO : Epoch 1991 | loss: 0.0311402 | val_loss: 0.0311733 | Time: 3114.33 ms [2021-03-05 06:43:35 main:581] : INFO : Epoch 1992 | loss: 0.0311403 | val_loss: 0.0311732 | Time: 3129.4 ms [2021-03-05 06:43:38 main:581] : INFO : Epoch 1993 | loss: 0.0311411 | val_loss: 0.0311732 | Time: 3141.83 ms [2021-03-05 06:43:41 main:581] : INFO : Epoch 1994 | loss: 0.0311375 | val_loss: 0.0311731 | Time: 3118.4 ms [2021-03-05 06:43:44 main:581] : INFO : Epoch 1995 | loss: 0.0311369 | val_loss: 0.0311797 | Time: 3112.19 ms [2021-03-05 06:43:47 main:581] : INFO : Epoch 1996 | loss: 0.0311339 | val_loss: 0.0311775 | Time: 3113.09 ms [2021-03-05 06:43:50 main:581] : INFO : Epoch 1997 | loss: 0.0311378 | val_loss: 0.0311729 | Time: 3120.54 ms [2021-03-05 06:43:53 main:581] : INFO : Epoch 1998 | loss: 0.0311405 | val_loss: 0.0311785 | Time: 3138.31 ms [2021-03-05 06:43:56 main:581] : INFO : Epoch 1999 | loss: 0.0311344 | val_loss: 0.0311742 | Time: 3137.86 ms [2021-03-05 06:44:00 main:581] : INFO : Epoch 2000 | loss: 0.0311342 | val_loss: 0.0311778 | Time: 3126.44 ms [2021-03-05 06:44:03 main:581] : INFO : Epoch 2001 | loss: 0.0311323 | val_loss: 0.0311725 | Time: 3132.19 ms [2021-03-05 06:44:06 main:581] : INFO : Epoch 2002 | loss: 0.0311342 | val_loss: 0.0311763 | Time: 3136.77 ms [2021-03-05 06:44:09 main:581] : INFO : Epoch 2003 | loss: 0.0311353 | val_loss: 0.0311709 | Time: 3135.68 ms [2021-03-05 06:44:12 main:581] : INFO : Epoch 2004 | loss: 0.0311338 | val_loss: 0.0311812 | Time: 3121.22 ms [2021-03-05 06:44:15 main:581] : INFO : Epoch 2005 | loss: 0.0311342 | val_loss: 0.0311788 | Time: 3109.57 ms [2021-03-05 06:44:18 main:581] : INFO : Epoch 2006 | loss: 0.0311349 | val_loss: 0.0311765 | Time: 3117.41 ms [2021-03-05 06:44:21 main:581] : INFO : Epoch 2007 | loss: 0.0311335 | val_loss: 0.0311751 | Time: 3117.96 ms [2021-03-05 06:44:25 main:581] : INFO : Epoch 2008 | loss: 0.0311313 | val_loss: 0.0311743 | Time: 3133.6 ms [2021-03-05 06:44:28 main:581] : INFO : Epoch 2009 | loss: 0.0311313 | val_loss: 0.0311806 | Time: 3130.83 ms [2021-03-05 06:44:31 main:581] : INFO : Epoch 2010 | loss: 0.031131 | val_loss: 0.0311765 | Time: 3111.56 ms [2021-03-05 06:44:34 main:581] : INFO : Epoch 2011 | loss: 0.0311308 | val_loss: 0.0311764 | Time: 3124.71 ms [2021-03-05 06:44:37 main:581] : INFO : Epoch 2012 | loss: 0.031131 | val_loss: 0.0311777 | Time: 3122.89 ms [2021-03-05 06:44:40 main:581] : INFO : Epoch 2013 | loss: 0.0311307 | val_loss: 0.0311766 | Time: 3131.98 ms [2021-03-05 06:44:43 main:581] : INFO : Epoch 2014 | loss: 0.031131 | val_loss: 0.0311784 | Time: 3134.42 ms [2021-03-05 06:44:46 main:581] : INFO : Epoch 2015 | loss: 0.0311313 | val_loss: 0.0311805 | Time: 3120.74 ms [2021-03-05 06:44:50 main:581] : INFO : Epoch 2016 | loss: 0.0311309 | val_loss: 0.0311776 | Time: 3135.41 ms [2021-03-05 06:44:53 main:581] : INFO : Epoch 2017 | loss: 0.0311304 | val_loss: 0.0311798 | Time: 3108.71 ms [2021-03-05 06:44:56 main:581] : INFO : Epoch 2018 | loss: 0.0311318 | val_loss: 0.0311797 | Time: 3108.15 ms [2021-03-05 06:44:59 main:581] : INFO : Epoch 2019 | loss: 0.0311342 | val_loss: 0.0311889 | Time: 3123.92 ms [2021-03-05 06:45:02 main:581] : INFO : Epoch 2020 | loss: 0.0311374 | val_loss: 0.0311747 | Time: 3119.79 ms [2021-03-05 06:45:05 main:581] : INFO : Epoch 2021 | loss: 0.031137 | val_loss: 0.0311754 | Time: 3130.21 ms [2021-03-05 06:45:08 main:581] : INFO : Epoch 2022 | loss: 0.0311354 | val_loss: 0.0311781 | Time: 3124.41 ms [2021-03-05 06:45:11 main:581] : INFO : Epoch 2023 | loss: 0.0311332 | val_loss: 0.03118 | Time: 3113.06 ms [2021-03-05 06:45:15 main:581] : INFO : Epoch 2024 | loss: 0.031133 | val_loss: 0.0311781 | Time: 3140.52 ms [2021-03-05 06:45:18 main:581] : INFO : Epoch 2025 | loss: 0.0311331 | val_loss: 0.031183 | Time: 3119.74 ms [2021-03-05 06:45:21 main:581] : INFO : Epoch 2026 | loss: 0.0311315 | val_loss: 0.0311786 | Time: 3135.9 ms [2021-03-05 06:45:24 main:581] : INFO : Epoch 2027 | loss: 0.031131 | val_loss: 0.0311723 | Time: 3119.06 ms [2021-03-05 06:45:27 main:581] : INFO : Epoch 2028 | loss: 0.0311327 | val_loss: 0.0311771 | Time: 3109.04 ms [2021-03-05 06:45:30 main:581] : INFO : Epoch 2029 | loss: 0.0311306 | val_loss: 0.0311783 | Time: 3105.21 ms [2021-03-05 06:45:33 main:581] : INFO : Epoch 2030 | loss: 0.0311313 | val_loss: 0.031177 | Time: 3123.98 ms [2021-03-05 06:45:36 main:581] : INFO : Epoch 2031 | loss: 0.0311338 | val_loss: 0.0311766 | Time: 3124.5 ms [2021-03-05 06:45:40 main:581] : INFO : Epoch 2032 | loss: 0.0311406 | val_loss: 0.0311851 | Time: 3128.55 ms [2021-03-05 06:45:43 main:581] : INFO : Epoch 2033 | loss: 0.0311501 | val_loss: 0.0312011 | Time: 3122.99 ms [2021-03-05 06:45:46 main:581] : INFO : Epoch 2034 | loss: 0.0316088 | val_loss: 0.0318854 | Time: 3138.53 ms [2021-03-05 06:45:49 main:581] : INFO : Epoch 2035 | loss: 0.0328781 | val_loss: 0.0321816 | Time: 3137.41 ms [2021-03-05 06:45:52 main:581] : INFO : Epoch 2036 | loss: 0.0329448 | val_loss: 0.0315257 | Time: 3107.82 ms [2021-03-05 06:45:55 main:581] : INFO : Epoch 2037 | loss: 0.031362 | val_loss: 0.0312628 | Time: 3119.89 ms [2021-03-05 06:45:58 main:581] : INFO : Epoch 2038 | loss: 0.0312244 | val_loss: 0.0311957 | Time: 3126.91 ms [2021-03-05 06:46:01 main:581] : INFO : Epoch 2039 | loss: 0.031192 | val_loss: 0.0311893 | Time: 3145.6 ms [2021-03-05 06:46:05 main:581] : INFO : Epoch 2040 | loss: 0.0311832 | val_loss: 0.0311856 | Time: 3124.8 ms [2021-03-05 06:46:08 main:581] : INFO : Epoch 2041 | loss: 0.0311804 | val_loss: 0.0311862 | Time: 3131.42 ms [2021-03-05 06:46:11 main:581] : INFO : Epoch 2042 | loss: 0.0311784 | val_loss: 0.0311836 | Time: 3113.5 ms [2021-03-05 06:46:14 main:581] : INFO : Epoch 2043 | loss: 0.031178 | val_loss: 0.0311843 | Time: 3117.22 ms [2021-03-05 06:46:17 main:581] : INFO : Epoch 2044 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 3125.82 ms [2021-03-05 06:46:20 main:581] : INFO : Epoch 2045 | loss: 0.0311773 | val_loss: 0.0311833 | Time: 3123.97 ms [2021-03-05 06:46:23 main:581] : INFO : Epoch 2046 | loss: 0.031177 | val_loss: 0.0311847 | Time: 3113.29 ms [2021-03-05 06:46:26 main:581] : INFO : Epoch 2047 | loss: 0.031176 | val_loss: 0.0311842 | Time: 3131.7 ms [2021-03-05 06:46:30 main:581] : INFO : Epoch 2048 | loss: 0.031178 | val_loss: 0.0311918 | Time: 3126.46 ms [2021-03-05 06:46:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311918 [2021-03-05 06:46:30 main:610] : INFO : Saving end state to config to file [2021-03-05 06:46:30 main:615] : INFO : Success, exiting.. 06:46:30 (2170748): 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)