Task 8990095
| Name | ParityModified-1636179803-1754-1-0_0 |
| Workunit | 6447916 |
| Created | 16 Nov 2021, 22:32:12 UTC |
| Sent | 28 Nov 2021, 11:05:53 UTC |
| Report deadline | 6 Dec 2021, 11:05:53 UTC |
| Received | 28 Nov 2021, 22:53:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 6 sec |
| CPU time | 1 hours 15 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0311287 | val_loss: 0.0311639 | Time: 2196.62 ms [2021-11-28 23:34:03 main:574] : INFO : Epoch 1543 | loss: 0.0311272 | val_loss: 0.0311634 | Time: 2231.97 ms [2021-11-28 23:34:05 main:574] : INFO : Epoch 1544 | loss: 0.0311273 | val_loss: 0.0311583 | Time: 2227.12 ms [2021-11-28 23:34:07 main:574] : INFO : Epoch 1545 | loss: 0.0311256 | val_loss: 0.0311736 | Time: 2197.27 ms [2021-11-28 23:34:09 main:574] : INFO : Epoch 1546 | loss: 0.0311347 | val_loss: 0.0311661 | Time: 2234.41 ms [2021-11-28 23:34:12 main:574] : INFO : Epoch 1547 | loss: 0.0311347 | val_loss: 0.0311629 | Time: 2226.91 ms [2021-11-28 23:34:14 main:574] : INFO : Epoch 1548 | loss: 0.0311302 | val_loss: 0.0311584 | Time: 2238.55 ms [2021-11-28 23:34:16 main:574] : INFO : Epoch 1549 | loss: 0.0311271 | val_loss: 0.0311585 | Time: 2199.79 ms [2021-11-28 23:34:18 main:574] : INFO : Epoch 1550 | loss: 0.0311248 | val_loss: 0.0311641 | Time: 2213.57 ms [2021-11-28 23:34:21 main:574] : INFO : Epoch 1551 | loss: 0.0311266 | val_loss: 0.0311586 | Time: 2254.78 ms [2021-11-28 23:34:23 main:574] : INFO : Epoch 1552 | loss: 0.0311252 | val_loss: 0.0311611 | Time: 2197.51 ms [2021-11-28 23:34:25 main:574] : INFO : Epoch 1553 | loss: 0.031124 | val_loss: 0.0311611 | Time: 2229.81 ms [2021-11-28 23:34:27 main:574] : INFO : Epoch 1554 | loss: 0.0311253 | val_loss: 0.0311624 | Time: 2208.92 ms [2021-11-28 23:34:29 main:574] : INFO : Epoch 1555 | loss: 0.031129 | val_loss: 0.0311584 | Time: 2223.17 ms [2021-11-28 23:34:32 main:574] : INFO : Epoch 1556 | loss: 0.031124 | val_loss: 0.0311638 | Time: 2196.18 ms [2021-11-28 23:34:34 main:574] : INFO : Epoch 1557 | loss: 0.0311266 | val_loss: 0.0311627 | Time: 2230.04 ms [2021-11-28 23:34:36 main:574] : INFO : Epoch 1558 | loss: 0.0311274 | val_loss: 0.0311713 | Time: 2218.96 ms [2021-11-28 23:34:38 main:574] : INFO : Epoch 1559 | loss: 0.0311247 | val_loss: 0.0311633 | Time: 2226.61 ms [2021-11-28 23:34:41 main:574] : INFO : Epoch 1560 | loss: 0.0311316 | val_loss: 0.031161 | Time: 2240.73 ms [2021-11-28 23:34:43 main:574] : INFO : Epoch 1561 | loss: 0.0311382 | val_loss: 0.0311614 | Time: 2191.38 ms [2021-11-28 23:34:45 main:574] : INFO : Epoch 1562 | loss: 0.0311349 | val_loss: 0.0311573 | Time: 2193.81 ms [2021-11-28 23:34:47 main:574] : INFO : Epoch 1563 | loss: 0.0311326 | val_loss: 0.031161 | Time: 2237.1 ms [2021-11-28 23:34:49 main:574] : INFO : Epoch 1564 | loss: 0.0311337 | val_loss: 0.0311686 | Time: 2255.63 ms [2021-11-28 23:34:52 main:574] : INFO : Epoch 1565 | loss: 0.0311325 | val_loss: 0.0311632 | Time: 2225.06 ms [2021-11-28 23:34:54 main:574] : INFO : Epoch 1566 | loss: 0.0311301 | val_loss: 0.0311601 | Time: 2199.6 ms [2021-11-28 23:34:56 main:574] : INFO : Epoch 1567 | loss: 0.031129 | val_loss: 0.0311638 | Time: 2226.23 ms [2021-11-28 23:34:58 main:574] : INFO : Epoch 1568 | loss: 0.0311294 | val_loss: 0.031164 | Time: 2218.49 ms [2021-11-28 23:35:01 main:574] : INFO : Epoch 1569 | loss: 0.0311268 | val_loss: 0.0311606 | Time: 2211.07 ms [2021-11-28 23:35:03 main:574] : INFO : Epoch 1570 | loss: 0.0311251 | val_loss: 0.0311583 | Time: 2232.03 ms [2021-11-28 23:35:05 main:574] : INFO : Epoch 1571 | loss: 0.0311234 | val_loss: 0.0311596 | Time: 2214.14 ms [2021-11-28 23:35:07 main:574] : INFO : Epoch 1572 | loss: 0.0311228 | val_loss: 0.0311624 | Time: 2224.13 ms [2021-11-28 23:35:09 main:574] : INFO : Epoch 1573 | loss: 0.0311232 | val_loss: 0.0311616 | Time: 2201.22 ms [2021-11-28 23:35:12 main:574] : INFO : Epoch 1574 | loss: 0.0311233 | val_loss: 0.0311634 | Time: 2209.06 ms [2021-11-28 23:35:14 main:574] : INFO : Epoch 1575 | loss: 0.0311248 | val_loss: 0.0311557 | Time: 2220.56 ms [2021-11-28 23:35:16 main:574] : INFO : Epoch 1576 | loss: 0.0311291 | val_loss: 0.0311663 | Time: 2251.37 ms [2021-11-28 23:35:18 main:574] : INFO : Epoch 1577 | loss: 0.0311246 | val_loss: 0.0311673 | Time: 2190.8 ms [2021-11-28 23:35:21 main:574] : INFO : Epoch 1578 | loss: 0.0311268 | val_loss: 0.0311632 | Time: 2219.6 ms [2021-11-28 23:35:23 main:574] : INFO : Epoch 1579 | loss: 0.0311269 | val_loss: 0.0311747 | Time: 2215.27 ms [2021-11-28 23:35:25 main:574] : INFO : Epoch 1580 | loss: 0.0311243 | val_loss: 0.0311591 | Time: 2226.63 ms [2021-11-28 23:35:27 main:574] : INFO : Epoch 1581 | loss: 0.0311232 | val_loss: 0.031163 | Time: 2199.01 ms [2021-11-28 23:35:29 main:574] : INFO : Epoch 1582 | loss: 0.031121 | val_loss: 0.0311667 | Time: 2243.22 ms [2021-11-28 23:35:32 main:574] : INFO : Epoch 1583 | loss: 0.0311214 | val_loss: 0.0311636 | Time: 2229.92 ms [2021-11-28 23:35:34 main:574] : INFO : Epoch 1584 | loss: 0.0311186 | val_loss: 0.0311661 | Time: 2222.6 ms [2021-11-28 23:35:36 main:574] : INFO : Epoch 1585 | loss: 0.0311183 | val_loss: 0.0311618 | Time: 2212.07 ms [2021-11-28 23:35:38 main:574] : INFO : Epoch 1586 | loss: 0.0311205 | val_loss: 0.0311688 | Time: 2210.78 ms [2021-11-28 23:35:41 main:574] : INFO : Epoch 1587 | loss: 0.0311218 | val_loss: 0.0311615 | Time: 2227.93 ms [2021-11-28 23:35:43 main:574] : INFO : Epoch 1588 | loss: 0.0311228 | val_loss: 0.0311586 | Time: 2196.63 ms [2021-11-28 23:35:45 main:574] : INFO : Epoch 1589 | loss: 0.0311207 | val_loss: 0.0311666 | Time: 2208.3 ms [2021-11-28 23:35:47 main:574] : INFO : Epoch 1590 | loss: 0.0311195 | val_loss: 0.0311592 | Time: 2228.95 ms [2021-11-28 23:35:49 main:574] : INFO : Epoch 1591 | loss: 0.0311204 | val_loss: 0.0311672 | Time: 2221.36 ms [2021-11-28 23:35:52 main:574] : INFO : Epoch 1592 | loss: 0.0311218 | val_loss: 0.0311639 | Time: 2230.69 ms [2021-11-28 23:35:54 main:574] : INFO : Epoch 1593 | loss: 0.0311198 | val_loss: 0.0311634 | Time: 2234.52 ms [2021-11-28 23:35:56 main:574] : INFO : Epoch 1594 | loss: 0.0311186 | val_loss: 0.031161 | Time: 2225.37 ms [2021-11-28 23:35:58 main:574] : INFO : Epoch 1595 | loss: 0.0311165 | val_loss: 0.0311667 | Time: 2188.23 ms [2021-11-28 23:36:01 main:574] : INFO : Epoch 1596 | loss: 0.0311156 | val_loss: 0.0311591 | Time: 2239.95 ms [2021-11-28 23:36:03 main:574] : INFO : Epoch 1597 | loss: 0.0311173 | val_loss: 0.0311616 | Time: 2229.98 ms [2021-11-28 23:36:05 main:574] : INFO : Epoch 1598 | loss: 0.0311181 | val_loss: 0.0311638 | Time: 2204.77 ms [2021-11-28 23:36:07 main:574] : INFO : Epoch 1599 | loss: 0.0311217 | val_loss: 0.0311666 | Time: 2208.32 ms [2021-11-28 23:36:09 main:574] : INFO : Epoch 1600 | loss: 0.0311227 | val_loss: 0.0311547 | Time: 2215.42 ms [2021-11-28 23:36:12 main:574] : INFO : Epoch 1601 | loss: 0.0311228 | val_loss: 0.0311573 | Time: 2231.93 ms [2021-11-28 23:36:14 main:574] : INFO : Epoch 1602 | loss: 0.0311211 | val_loss: 0.0311565 | Time: 2202.08 ms [2021-11-28 23:36:16 main:574] : INFO : Epoch 1603 | loss: 0.0311213 | val_loss: 0.0311615 | Time: 2257.93 ms [2021-11-28 23:36:18 main:574] : INFO : Epoch 1604 | loss: 0.031123 | val_loss: 0.031155 | Time: 2206.19 ms [2021-11-28 23:36:21 main:574] : INFO : Epoch 1605 | loss: 0.03112 | val_loss: 0.0311607 | Time: 2203.47 ms [2021-11-28 23:36:23 main:574] : INFO : Epoch 1606 | loss: 0.0311197 | val_loss: 0.0311585 | Time: 2222.14 ms [2021-11-28 23:36:25 main:574] : INFO : Epoch 1607 | loss: 0.0311174 | val_loss: 0.0311592 | Time: 2201.72 ms [2021-11-28 23:36:27 main:574] : INFO : Epoch 1608 | loss: 0.0311181 | val_loss: 0.0311609 | Time: 2258.99 ms [2021-11-28 23:36:30 main:574] : INFO : Epoch 1609 | loss: 0.0311157 | val_loss: 0.0311593 | Time: 2227.45 ms [2021-11-28 23:36:32 main:574] : INFO : Epoch 1610 | loss: 0.0311169 | val_loss: 0.0311603 | Time: 2228.9 ms [2021-11-28 23:36:34 main:574] : INFO : Epoch 1611 | loss: 0.0311191 | val_loss: 0.031161 | Time: 2233.53 ms [2021-11-28 23:36:36 main:574] : INFO : Epoch 1612 | loss: 0.0311217 | val_loss: 0.0311628 | Time: 2224.06 ms [2021-11-28 23:36:38 main:574] : INFO : Epoch 1613 | loss: 0.0311185 | val_loss: 0.0311599 | Time: 2194.37 ms [2021-11-28 23:36:41 main:574] : INFO : Epoch 1614 | loss: 0.0311168 | val_loss: 0.0311615 | Time: 2232.93 ms [2021-11-28 23:36:43 main:574] : INFO : Epoch 1615 | loss: 0.0311182 | val_loss: 0.0311568 | Time: 2202.96 ms [2021-11-28 23:36:45 main:574] : INFO : Epoch 1616 | loss: 0.0311215 | val_loss: 0.0311603 | Time: 2213.65 ms [2021-11-28 23:36:47 main:574] : INFO : Epoch 1617 | loss: 0.0311187 | val_loss: 0.0311586 | Time: 2214.16 ms [2021-11-28 23:36:49 main:574] : INFO : Epoch 1618 | loss: 0.031119 | val_loss: 0.0311678 | Time: 2212.4 ms [2021-11-28 23:36:52 main:574] : INFO : Epoch 1619 | loss: 0.0311234 | val_loss: 0.0311648 | Time: 2219.77 ms [2021-11-28 23:36:54 main:574] : INFO : Epoch 1620 | loss: 0.031117 | val_loss: 0.031157 | Time: 2527.95 ms [2021-11-28 23:36:56 main:574] : INFO : Epoch 1621 | loss: 0.0311197 | val_loss: 0.0311643 | Time: 2232.23 ms [2021-11-28 23:36:59 main:574] : INFO : Epoch 1622 | loss: 0.031118 | val_loss: 0.0311594 | Time: 2253.34 ms [2021-11-28 23:37:01 main:574] : INFO : Epoch 1623 | loss: 0.031125 | val_loss: 0.0311591 | Time: 2221.38 ms [2021-11-28 23:37:03 main:574] : INFO : Epoch 1624 | loss: 0.0311226 | val_loss: 0.0311578 | Time: 2225.65 ms [2021-11-28 23:37:05 main:574] : INFO : Epoch 1625 | loss: 0.0311227 | val_loss: 0.0311606 | Time: 2247.64 ms [2021-11-28 23:37:08 main:574] : INFO : Epoch 1626 | loss: 0.0311268 | val_loss: 0.0311604 | Time: 2237.49 ms [2021-11-28 23:37:10 main:574] : INFO : Epoch 1627 | loss: 0.0311229 | val_loss: 0.0311631 | Time: 2252.15 ms [2021-11-28 23:37:12 main:574] : INFO : Epoch 1628 | loss: 0.031125 | val_loss: 0.0311587 | Time: 2227.29 ms [2021-11-28 23:37:14 main:574] : INFO : Epoch 1629 | loss: 0.0311234 | val_loss: 0.0311623 | Time: 2215.82 ms [2021-11-28 23:37:17 main:574] : INFO : Epoch 1630 | loss: 0.0311214 | val_loss: 0.0311529 | Time: 2240.78 ms [2021-11-28 23:37:19 main:574] : INFO : Epoch 1631 | loss: 0.0311195 | val_loss: 0.031167 | Time: 2207.45 ms [2021-11-28 23:37:21 main:574] : INFO : Epoch 1632 | loss: 0.0311183 | val_loss: 0.0311591 | Time: 2239.84 ms [2021-11-28 23:37:23 main:574] : INFO : Epoch 1633 | loss: 0.0311185 | val_loss: 0.031168 | Time: 2236.67 ms [2021-11-28 23:37:26 main:574] : INFO : Epoch 1634 | loss: 0.0311186 | val_loss: 0.0311633 | Time: 2213.72 ms [2021-11-28 23:37:28 main:574] : INFO : Epoch 1635 | loss: 0.0311192 | val_loss: 0.0311612 | Time: 2240.83 ms [2021-11-28 23:37:30 main:574] : INFO : Epoch 1636 | loss: 0.0311158 | val_loss: 0.031159 | Time: 2257.04 ms [2021-11-28 23:37:32 main:574] : INFO : Epoch 1637 | loss: 0.0311164 | val_loss: 0.0311599 | Time: 2217.49 ms [2021-11-28 23:37:35 main:574] : INFO : Epoch 1638 | loss: 0.0311206 | val_loss: 0.0311605 | Time: 2233.77 ms [2021-11-28 23:37:37 main:574] : INFO : Epoch 1639 | loss: 0.0311195 | val_loss: 0.0311609 | Time: 2222.93 ms [2021-11-28 23:37:39 main:574] : INFO : Epoch 1640 | loss: 0.0311263 | val_loss: 0.0311666 | Time: 2225 ms [2021-11-28 23:37:41 main:574] : INFO : Epoch 1641 | loss: 0.03112 | val_loss: 0.0311565 | Time: 2205.29 ms [2021-11-28 23:37:43 main:574] : INFO : Epoch 1642 | loss: 0.0311218 | val_loss: 0.0311612 | Time: 2240.63 ms [2021-11-28 23:37:46 main:574] : INFO : Epoch 1643 | loss: 0.0311174 | val_loss: 0.0311584 | Time: 2227.48 ms [2021-11-28 23:37:48 main:574] : INFO : Epoch 1644 | loss: 0.031117 | val_loss: 0.0311568 | Time: 2244.34 ms [2021-11-28 23:37:50 main:574] : INFO : Epoch 1645 | loss: 0.0311184 | val_loss: 0.0311603 | Time: 2229.34 ms [2021-11-28 23:37:52 main:574] : INFO : Epoch 1646 | loss: 0.0311184 | val_loss: 0.0311658 | Time: 2254.18 ms [2021-11-28 23:37:55 main:574] : INFO : Epoch 1647 | loss: 0.0311161 | val_loss: 0.0311685 | Time: 2227.98 ms [2021-11-28 23:37:57 main:574] : INFO : Epoch 1648 | loss: 0.0311172 | val_loss: 0.0311701 | Time: 2246.32 ms [2021-11-28 23:37:59 main:574] : INFO : Epoch 1649 | loss: 0.0311183 | val_loss: 0.0311679 | Time: 2250.96 ms [2021-11-28 23:38:01 main:574] : INFO : Epoch 1650 | loss: 0.0311156 | val_loss: 0.0311666 | Time: 2240.86 ms [2021-11-28 23:38:04 main:574] : INFO : Epoch 1651 | loss: 0.0311154 | val_loss: 0.0311634 | Time: 2211.49 ms [2021-11-28 23:38:06 main:574] : INFO : Epoch 1652 | loss: 0.0311147 | val_loss: 0.0311724 | Time: 2212.56 ms [2021-11-28 23:38:08 main:574] : INFO : Epoch 1653 | loss: 0.031116 | val_loss: 0.0311626 | Time: 2216.22 ms [2021-11-28 23:38:10 main:574] : INFO : Epoch 1654 | loss: 0.0311194 | val_loss: 0.0311609 | Time: 2223.41 ms [2021-11-28 23:38:12 main:574] : INFO : Epoch 1655 | loss: 0.0311211 | val_loss: 0.031157 | Time: 2244.42 ms [2021-11-28 23:38:15 main:574] : INFO : Epoch 1656 | loss: 0.0311171 | val_loss: 0.0311626 | Time: 2232.35 ms [2021-11-28 23:38:17 main:574] : INFO : Epoch 1657 | loss: 0.0311175 | val_loss: 0.0311626 | Time: 2229.23 ms [2021-11-28 23:38:19 main:574] : INFO : Epoch 1658 | loss: 0.0311136 | val_loss: 0.0311621 | Time: 2200.35 ms [2021-11-28 23:38:21 main:574] : INFO : Epoch 1659 | loss: 0.0311143 | val_loss: 0.0311662 | Time: 2214.96 ms [2021-11-28 23:38:24 main:574] : INFO : Epoch 1660 | loss: 0.0311171 | val_loss: 0.0311624 | Time: 2209.62 ms [2021-11-28 23:38:26 main:574] : INFO : Epoch 1661 | loss: 0.0311175 | val_loss: 0.0311604 | Time: 2238.48 ms [2021-11-28 23:38:28 main:574] : INFO : Epoch 1662 | loss: 0.031116 | val_loss: 0.0311567 | Time: 2241.72 ms [2021-11-28 23:38:30 main:574] : INFO : Epoch 1663 | loss: 0.0311172 | val_loss: 0.0311572 | Time: 2226.3 ms [2021-11-28 23:38:33 main:574] : INFO : Epoch 1664 | loss: 0.0311148 | val_loss: 0.0311697 | Time: 2203.86 ms [2021-11-28 23:38:35 main:574] : INFO : Epoch 1665 | loss: 0.0311194 | val_loss: 0.0311589 | Time: 2250.83 ms [2021-11-28 23:38:37 main:574] : INFO : Epoch 1666 | loss: 0.0311193 | val_loss: 0.0311601 | Time: 2227.39 ms [2021-11-28 23:38:39 main:574] : INFO : Epoch 1667 | loss: 0.0311186 | val_loss: 0.0311617 | Time: 2235.56 ms [2021-11-28 23:38:41 main:574] : INFO : Epoch 1668 | loss: 0.031123 | val_loss: 0.0311737 | Time: 2214.67 ms [2021-11-28 23:38:44 main:574] : INFO : Epoch 1669 | loss: 0.0311179 | val_loss: 0.0311635 | Time: 2221.27 ms [2021-11-28 23:38:46 main:574] : INFO : Epoch 1670 | loss: 0.0311171 | val_loss: 0.0311586 | Time: 2187.4 ms [2021-11-28 23:38:48 main:574] : INFO : Epoch 1671 | loss: 0.031116 | val_loss: 0.0311582 | Time: 2258.3 ms [2021-11-28 23:38:50 main:574] : INFO : Epoch 1672 | loss: 0.0311129 | val_loss: 0.0311646 | Time: 2240.79 ms [2021-11-28 23:38:53 main:574] : INFO : Epoch 1673 | loss: 0.0311179 | val_loss: 0.031161 | Time: 2222.46 ms [2021-11-28 23:38:55 main:574] : INFO : Epoch 1674 | loss: 0.031117 | val_loss: 0.0311659 | Time: 2226.41 ms [2021-11-28 23:38:57 main:574] : INFO : Epoch 1675 | loss: 0.0311142 | val_loss: 0.031157 | Time: 2229.53 ms [2021-11-28 23:38:59 main:574] : INFO : Epoch 1676 | loss: 0.0311142 | val_loss: 0.0311597 | Time: 2221.53 ms [2021-11-28 23:39:02 main:574] : INFO : Epoch 1677 | loss: 0.0311111 | val_loss: 0.0311618 | Time: 2223 ms [2021-11-28 23:39:04 main:574] : INFO : Epoch 1678 | loss: 0.031113 | val_loss: 0.0311671 | Time: 2205.02 ms [2021-11-28 23:39:06 main:574] : INFO : Epoch 1679 | loss: 0.0311128 | val_loss: 0.0311585 | Time: 2234.64 ms [2021-11-28 23:39:08 main:574] : INFO : Epoch 1680 | loss: 0.0311125 | val_loss: 0.0311589 | Time: 2205.76 ms [2021-11-28 23:39:10 main:574] : INFO : Epoch 1681 | loss: 0.031115 | val_loss: 0.0311668 | Time: 2235.33 ms [2021-11-28 23:39:13 main:574] : INFO : Epoch 1682 | loss: 0.0311211 | val_loss: 0.0311581 | Time: 2208.21 ms [2021-11-28 23:39:15 main:574] : INFO : Epoch 1683 | loss: 0.0311162 | val_loss: 0.0311609 | Time: 2231.78 ms [2021-11-28 23:39:17 main:574] : INFO : Epoch 1684 | loss: 0.0311148 | val_loss: 0.0311621 | Time: 2224.9 ms [2021-11-28 23:39:19 main:574] : INFO : Epoch 1685 | loss: 0.031118 | val_loss: 0.0311671 | Time: 2242.42 ms [2021-11-28 23:39:22 main:574] : INFO : Epoch 1686 | loss: 0.0311172 | val_loss: 0.031159 | Time: 2246.96 ms [2021-11-28 23:39:24 main:574] : INFO : Epoch 1687 | loss: 0.0311193 | val_loss: 0.0311644 | Time: 2229.88 ms [2021-11-28 23:39:26 main:574] : INFO : Epoch 1688 | loss: 0.0311174 | val_loss: 0.0311585 | Time: 2223.26 ms [2021-11-28 23:39:28 main:574] : INFO : Epoch 1689 | loss: 0.0311154 | val_loss: 0.031159 | Time: 2224.44 ms [2021-11-28 23:39:30 main:574] : INFO : Epoch 1690 | loss: 0.0311153 | val_loss: 0.0311669 | Time: 2221.19 ms [2021-11-28 23:39:33 main:574] : INFO : Epoch 1691 | loss: 0.0311149 | val_loss: 0.0311545 | Time: 2255.67 ms [2021-11-28 23:39:35 main:574] : INFO : Epoch 1692 | loss: 0.0311129 | val_loss: 0.0311644 | Time: 2221.78 ms [2021-11-28 23:39:37 main:574] : INFO : Epoch 1693 | loss: 0.0311212 | val_loss: 0.0311583 | Time: 2226.77 ms [2021-11-28 23:39:39 main:574] : INFO : Epoch 1694 | loss: 0.0311306 | val_loss: 0.0311601 | Time: 2226.99 ms [2021-11-28 23:39:42 main:574] : INFO : Epoch 1695 | loss: 0.0311228 | val_loss: 0.0311599 | Time: 2192.86 ms [2021-11-28 23:39:44 main:574] : INFO : Epoch 1696 | loss: 0.0311257 | val_loss: 0.0311708 | Time: 2191.49 ms [2021-11-28 23:39:46 main:574] : INFO : Epoch 1697 | loss: 0.0311246 | val_loss: 0.0311718 | Time: 2225 ms [2021-11-28 23:39:48 main:574] : INFO : Epoch 1698 | loss: 0.0311264 | val_loss: 0.0311644 | Time: 2212.21 ms [2021-11-28 23:39:51 main:574] : INFO : Epoch 1699 | loss: 0.0311242 | val_loss: 0.0311562 | Time: 2236.79 ms [2021-11-28 23:39:53 main:574] : INFO : Epoch 1700 | loss: 0.0311183 | val_loss: 0.0311595 | Time: 2217.25 ms [2021-11-28 23:39:55 main:574] : INFO : Epoch 1701 | loss: 0.0311208 | val_loss: 0.0311638 | Time: 2228.75 ms [2021-11-28 23:39:57 main:574] : INFO : Epoch 1702 | loss: 0.0311166 | val_loss: 0.0311606 | Time: 2224.84 ms [2021-11-28 23:39:59 main:574] : INFO : Epoch 1703 | loss: 0.031117 | val_loss: 0.0311618 | Time: 2222.53 ms [2021-11-28 23:40:02 main:574] : INFO : Epoch 1704 | loss: 0.0311172 | val_loss: 0.0311628 | Time: 2212.28 ms [2021-11-28 23:40:04 main:574] : INFO : Epoch 1705 | loss: 0.0311175 | val_loss: 0.0311566 | Time: 2203.48 ms [2021-11-28 23:40:06 main:574] : INFO : Epoch 1706 | loss: 0.0311146 | val_loss: 0.0311671 | Time: 2225.36 ms [2021-11-28 23:40:08 main:574] : INFO : Epoch 1707 | loss: 0.0311169 | val_loss: 0.0311734 | Time: 2217.61 ms [2021-11-28 23:40:11 main:574] : INFO : Epoch 1708 | loss: 0.031119 | val_loss: 0.0311716 | Time: 2239.09 ms [2021-11-28 23:40:13 main:574] : INFO : Epoch 1709 | loss: 0.0311159 | val_loss: 0.0311618 | Time: 2242.01 ms [2021-11-28 23:40:15 main:574] : INFO : Epoch 1710 | loss: 0.031118 | val_loss: 0.0311635 | Time: 2216.45 ms [2021-11-28 23:40:17 main:574] : INFO : Epoch 1711 | loss: 0.0311184 | val_loss: 0.0311671 | Time: 2218.68 ms [2021-11-28 23:40:19 main:574] : INFO : Epoch 1712 | loss: 0.0311146 | val_loss: 0.0311616 | Time: 2235.1 ms [2021-11-28 23:40:22 main:574] : INFO : Epoch 1713 | loss: 0.0311181 | val_loss: 0.0311641 | Time: 2330.17 ms [2021-11-28 23:40:24 main:574] : INFO : Epoch 1714 | loss: 0.0311132 | val_loss: 0.0311574 | Time: 2202.27 ms [2021-11-28 23:40:26 main:574] : INFO : Epoch 1715 | loss: 0.0311132 | val_loss: 0.0311557 | Time: 2254.97 ms [2021-11-28 23:40:28 main:574] : INFO : Epoch 1716 | loss: 0.0311166 | val_loss: 0.0311715 | Time: 2203.1 ms [2021-11-28 23:40:31 main:574] : INFO : Epoch 1717 | loss: 0.0311156 | val_loss: 0.0311617 | Time: 2205.83 ms [2021-11-28 23:40:33 main:574] : INFO : Epoch 1718 | loss: 0.0311142 | val_loss: 0.0311563 | Time: 2253.84 ms [2021-11-28 23:40:35 main:574] : INFO : Epoch 1719 | loss: 0.0311132 | val_loss: 0.0311651 | Time: 2221.69 ms [2021-11-28 23:40:37 main:574] : INFO : Epoch 1720 | loss: 0.0311127 | val_loss: 0.031166 | Time: 2231.25 ms [2021-11-28 23:40:40 main:574] : INFO : Epoch 1721 | loss: 0.0311119 | val_loss: 0.0311657 | Time: 2235.19 ms [2021-11-28 23:40:42 main:574] : INFO : Epoch 1722 | loss: 0.0311121 | val_loss: 0.0311632 | Time: 2235.11 ms [2021-11-28 23:40:44 main:574] : INFO : Epoch 1723 | loss: 0.0311103 | val_loss: 0.0311615 | Time: 2226.73 ms [2021-11-28 23:40:46 main:574] : INFO : Epoch 1724 | loss: 0.0311106 | val_loss: 0.0311606 | Time: 2229.05 ms [2021-11-28 23:40:49 main:574] : INFO : Epoch 1725 | loss: 0.0311129 | val_loss: 0.031159 | Time: 2238.74 ms [2021-11-28 23:40:51 main:574] : INFO : Epoch 1726 | loss: 0.0311112 | val_loss: 0.0311637 | Time: 2203.65 ms [2021-11-28 23:40:53 main:574] : INFO : Epoch 1727 | loss: 0.0311119 | val_loss: 0.0311583 | Time: 2246.3 ms [2021-11-28 23:40:55 main:574] : INFO : Epoch 1728 | loss: 0.0311108 | val_loss: 0.0311561 | Time: 2259.5 ms [2021-11-28 23:40:58 main:574] : INFO : Epoch 1729 | loss: 0.0311107 | val_loss: 0.0311587 | Time: 2225.12 ms [2021-11-28 23:41:00 main:574] : INFO : Epoch 1730 | loss: 0.0311163 | val_loss: 0.0311636 | Time: 2235.62 ms [2021-11-28 23:41:02 main:574] : INFO : Epoch 1731 | loss: 0.0311108 | val_loss: 0.0311728 | Time: 2227.58 ms [2021-11-28 23:41:04 main:574] : INFO : Epoch 1732 | loss: 0.0311107 | val_loss: 0.0311633 | Time: 2235.47 ms [2021-11-28 23:41:06 main:574] : INFO : Epoch 1733 | loss: 0.0311091 | val_loss: 0.0311652 | Time: 2240.2 ms [2021-11-28 23:41:09 main:574] : INFO : Epoch 1734 | loss: 0.031109 | val_loss: 0.0311633 | Time: 2259.7 ms [2021-11-28 23:41:11 main:574] : INFO : Epoch 1735 | loss: 0.031109 | val_loss: 0.0311616 | Time: 2231.53 ms [2021-11-28 23:41:13 main:574] : INFO : Epoch 1736 | loss: 0.0311083 | val_loss: 0.0311643 | Time: 2223.11 ms [2021-11-28 23:41:15 main:574] : INFO : Epoch 1737 | loss: 0.031108 | val_loss: 0.0311619 | Time: 2238.15 ms [2021-11-28 23:41:18 main:574] : INFO : Epoch 1738 | loss: 0.0311106 | val_loss: 0.0311639 | Time: 2212.18 ms [2021-11-28 23:41:20 main:574] : INFO : Epoch 1739 | loss: 0.0311147 | val_loss: 0.0311797 | Time: 2230.31 ms [2021-11-28 23:41:22 main:574] : INFO : Epoch 1740 | loss: 0.0311143 | val_loss: 0.0311608 | Time: 2230.87 ms [2021-11-28 23:41:24 main:574] : INFO : Epoch 1741 | loss: 0.0311107 | val_loss: 0.031163 | Time: 2219.13 ms [2021-11-28 23:41:27 main:574] : INFO : Epoch 1742 | loss: 0.0311111 | val_loss: 0.031164 | Time: 2220.37 ms [2021-11-28 23:41:29 main:574] : INFO : Epoch 1743 | loss: 0.0311121 | val_loss: 0.0311609 | Time: 2261.82 ms [2021-11-28 23:41:31 main:574] : INFO : Epoch 1744 | loss: 0.0311129 | val_loss: 0.0311638 | Time: 2227.35 ms [2021-11-28 23:41:33 main:574] : INFO : Epoch 1745 | loss: 0.0311131 | val_loss: 0.0311578 | Time: 2218.39 ms [2021-11-28 23:41:36 main:574] : INFO : Epoch 1746 | loss: 0.0311146 | val_loss: 0.0311607 | Time: 2225.81 ms [2021-11-28 23:41:38 main:574] : INFO : Epoch 1747 | loss: 0.0311139 | val_loss: 0.031161 | Time: 2227.59 ms [2021-11-28 23:41:40 main:574] : INFO : Epoch 1748 | loss: 0.0311109 | val_loss: 0.0311579 | Time: 2232.98 ms [2021-11-28 23:41:42 main:574] : INFO : Epoch 1749 | loss: 0.0311103 | val_loss: 0.0311614 | Time: 2224.6 ms [2021-11-28 23:41:44 main:574] : INFO : Epoch 1750 | loss: 0.0311083 | val_loss: 0.0311626 | Time: 2237.05 ms [2021-11-28 23:41:47 main:574] : INFO : Epoch 1751 | loss: 0.0311088 | val_loss: 0.0311571 | Time: 2212.79 ms [2021-11-28 23:41:49 main:574] : INFO : Epoch 1752 | loss: 0.0311128 | val_loss: 0.03117 | Time: 2191.72 ms [2021-11-28 23:41:51 main:574] : INFO : Epoch 1753 | loss: 0.0311234 | val_loss: 0.0311717 | Time: 2221 ms [2021-11-28 23:41:53 main:574] : INFO : Epoch 1754 | loss: 0.0311202 | val_loss: 0.0311597 | Time: 2221.08 ms [2021-11-28 23:41:56 main:574] : INFO : Epoch 1755 | loss: 0.0311149 | val_loss: 0.0311588 | Time: 2212.56 ms [2021-11-28 23:41:58 main:574] : INFO : Epoch 1756 | loss: 0.0311134 | val_loss: 0.0311609 | Time: 2212.45 ms [2021-11-28 23:42:00 main:574] : INFO : Epoch 1757 | loss: 0.0311126 | val_loss: 0.0311608 | Time: 2221.79 ms [2021-11-28 23:42:02 main:574] : INFO : Epoch 1758 | loss: 0.0311108 | val_loss: 0.0311803 | Time: 2241.88 ms [2021-11-28 23:42:04 main:574] : INFO : Epoch 1759 | loss: 0.0311152 | val_loss: 0.0311726 | Time: 2215.14 ms [2021-11-28 23:42:07 main:574] : INFO : Epoch 1760 | loss: 0.0311129 | val_loss: 0.0311642 | Time: 2211.98 ms [2021-11-28 23:42:09 main:574] : INFO : Epoch 1761 | loss: 0.0311096 | val_loss: 0.0311653 | Time: 2211.7 ms [2021-11-28 23:42:11 main:574] : INFO : Epoch 1762 | loss: 0.0311088 | val_loss: 0.0311617 | Time: 2245.27 ms [2021-11-28 23:42:13 main:574] : INFO : Epoch 1763 | loss: 0.031119 | val_loss: 0.0311599 | Time: 2236.23 ms [2021-11-28 23:42:16 main:574] : INFO : Epoch 1764 | loss: 0.0311253 | val_loss: 0.0311707 | Time: 2249.63 ms [2021-11-28 23:42:18 main:574] : INFO : Epoch 1765 | loss: 0.031124 | val_loss: 0.0311659 | Time: 2229.57 ms [2021-11-28 23:42:20 main:574] : INFO : Epoch 1766 | loss: 0.031124 | val_loss: 0.0311612 | Time: 2222.4 ms [2021-11-28 23:42:22 main:574] : INFO : Epoch 1767 | loss: 0.0311171 | val_loss: 0.0311699 | Time: 2213.46 ms [2021-11-28 23:42:24 main:574] : INFO : Epoch 1768 | loss: 0.0311181 | val_loss: 0.0311698 | Time: 2217.65 ms [2021-11-28 23:42:27 main:574] : INFO : Epoch 1769 | loss: 0.0311176 | val_loss: 0.0311639 | Time: 2234.66 ms [2021-11-28 23:42:29 main:574] : INFO : Epoch 1770 | loss: 0.031117 | val_loss: 0.031165 | Time: 2224.36 ms [2021-11-28 23:42:31 main:574] : INFO : Epoch 1771 | loss: 0.0311178 | val_loss: 0.03116 | Time: 2195.11 ms [2021-11-28 23:42:33 main:574] : INFO : Epoch 1772 | loss: 0.0311175 | val_loss: 0.0311667 | Time: 2238.57 ms [2021-11-28 23:42:36 main:574] : INFO : Epoch 1773 | loss: 0.0311163 | val_loss: 0.0311637 | Time: 2225.47 ms [2021-11-28 23:42:38 main:574] : INFO : Epoch 1774 | loss: 0.0311126 | val_loss: 0.0311714 | Time: 2233.9 ms [2021-11-28 23:42:40 main:574] : INFO : Epoch 1775 | loss: 0.031111 | val_loss: 0.0311695 | Time: 2202.96 ms [2021-11-28 23:42:42 main:574] : INFO : Epoch 1776 | loss: 0.0311115 | val_loss: 0.0311619 | Time: 2238.01 ms [2021-11-28 23:42:45 main:574] : INFO : Epoch 1777 | loss: 0.0311109 | val_loss: 0.0311692 | Time: 2224.79 ms [2021-11-28 23:42:47 main:574] : INFO : Epoch 1778 | loss: 0.0311136 | val_loss: 0.0311617 | Time: 2230.37 ms [2021-11-28 23:42:49 main:574] : INFO : Epoch 1779 | loss: 0.0311092 | val_loss: 0.0311633 | Time: 2222.03 ms [2021-11-28 23:42:51 main:574] : INFO : Epoch 1780 | loss: 0.0311084 | val_loss: 0.0311663 | Time: 2238.22 ms [2021-11-28 23:42:53 main:574] : INFO : Epoch 1781 | loss: 0.0311078 | val_loss: 0.0311662 | Time: 2190.73 ms [2021-11-28 23:42:56 main:574] : INFO : Epoch 1782 | loss: 0.03111 | val_loss: 0.0311651 | Time: 2214.76 ms [2021-11-28 23:42:58 main:574] : INFO : Epoch 1783 | loss: 0.0311107 | val_loss: 0.0311652 | Time: 2229.24 ms [2021-11-28 23:43:00 main:574] : INFO : Epoch 1784 | loss: 0.0311084 | val_loss: 0.0311669 | Time: 2227.04 ms [2021-11-28 23:43:02 main:574] : INFO : Epoch 1785 | loss: 0.0311066 | val_loss: 0.0311576 | Time: 2205.73 ms [2021-11-28 23:43:05 main:574] : INFO : Epoch 1786 | loss: 0.0311089 | val_loss: 0.031175 | Time: 2218.27 ms [2021-11-28 23:43:07 main:574] : INFO : Epoch 1787 | loss: 0.0311086 | val_loss: 0.0311653 | Time: 2246.29 ms [2021-11-28 23:43:09 main:574] : INFO : Epoch 1788 | loss: 0.0311053 | val_loss: 0.0311622 | Time: 2255.52 ms [2021-11-28 23:43:11 main:574] : INFO : Epoch 1789 | loss: 0.0311073 | val_loss: 0.0311642 | Time: 2218.7 ms [2021-11-28 23:43:13 main:574] : INFO : Epoch 1790 | loss: 0.0311079 | val_loss: 0.0311631 | Time: 2220.1 ms [2021-11-28 23:43:16 main:574] : INFO : Epoch 1791 | loss: 0.0311087 | val_loss: 0.0311652 | Time: 2180.63 ms [2021-11-28 23:43:18 main:574] : INFO : Epoch 1792 | loss: 0.0311079 | val_loss: 0.0311678 | Time: 2212.75 ms [2021-11-28 23:43:20 main:574] : INFO : Epoch 1793 | loss: 0.0311079 | val_loss: 0.0311725 | Time: 2223.02 ms [2021-11-28 23:43:22 main:574] : INFO : Epoch 1794 | loss: 0.0311083 | val_loss: 0.0311736 | Time: 2240 ms [2021-11-28 23:43:25 main:574] : INFO : Epoch 1795 | loss: 0.0311076 | val_loss: 0.0311658 | Time: 2239.55 ms [2021-11-28 23:43:27 main:574] : INFO : Epoch 1796 | loss: 0.0311067 | val_loss: 0.031169 | Time: 2258.16 ms [2021-11-28 23:43:29 main:574] : INFO : Epoch 1797 | loss: 0.0311073 | val_loss: 0.0311677 | Time: 2238.09 ms [2021-11-28 23:43:31 main:574] : INFO : Epoch 1798 | loss: 0.0311127 | val_loss: 0.0311766 | Time: 2211.19 ms [2021-11-28 23:43:34 main:574] : INFO : Epoch 1799 | loss: 0.0311138 | val_loss: 0.0311751 | Time: 2223.82 ms [2021-11-28 23:43:36 main:574] : INFO : Epoch 1800 | loss: 0.0311249 | val_loss: 0.0311777 | Time: 2237.6 ms [2021-11-28 23:43:38 main:574] : INFO : Epoch 1801 | loss: 0.0311174 | val_loss: 0.0311639 | Time: 2268.02 ms [2021-11-28 23:43:40 main:574] : INFO : Epoch 1802 | loss: 0.0311085 | val_loss: 0.0311704 | Time: 2236.32 ms [2021-11-28 23:43:42 main:574] : INFO : Epoch 1803 | loss: 0.031109 | val_loss: 0.0311639 | Time: 2205.14 ms [2021-11-28 23:43:45 main:574] : INFO : Epoch 1804 | loss: 0.0311064 | val_loss: 0.0311613 | Time: 2252.1 ms [2021-11-28 23:43:47 main:574] : INFO : Epoch 1805 | loss: 0.0311087 | val_loss: 0.0311657 | Time: 2209.27 ms [2021-11-28 23:43:49 main:574] : INFO : Epoch 1806 | loss: 0.0311063 | val_loss: 0.0311667 | Time: 2242.02 ms [2021-11-28 23:43:51 main:574] : INFO : Epoch 1807 | loss: 0.0311068 | val_loss: 0.0311766 | Time: 2225.27 ms [2021-11-28 23:43:54 main:574] : INFO : Epoch 1808 | loss: 0.0311092 | val_loss: 0.0311611 | Time: 2248.17 ms [2021-11-28 23:43:56 main:574] : INFO : Epoch 1809 | loss: 0.0311093 | val_loss: 0.0311687 | Time: 2264.96 ms [2021-11-28 23:43:58 main:574] : INFO : Epoch 1810 | loss: 0.0311131 | val_loss: 0.0311704 | Time: 2234.92 ms [2021-11-28 23:44:00 main:574] : INFO : Epoch 1811 | loss: 0.0311112 | val_loss: 0.0311621 | Time: 2221.35 ms [2021-11-28 23:44:03 main:574] : INFO : Epoch 1812 | loss: 0.0311182 | val_loss: 0.0311687 | Time: 2232.59 ms [2021-11-28 23:44:05 main:574] : INFO : Epoch 1813 | loss: 0.0311112 | val_loss: 0.0311612 | Time: 2208.27 ms [2021-11-28 23:44:07 main:574] : INFO : Epoch 1814 | loss: 0.0311088 | val_loss: 0.0311664 | Time: 2261.21 ms [2021-11-28 23:44:09 main:574] : INFO : Epoch 1815 | loss: 0.0311111 | val_loss: 0.0311576 | Time: 2248.39 ms [2021-11-28 23:44:12 main:574] : INFO : Epoch 1816 | loss: 0.031121 | val_loss: 0.0311632 | Time: 2227.62 ms [2021-11-28 23:44:14 main:574] : INFO : Epoch 1817 | loss: 0.0311195 | val_loss: 0.0311662 | Time: 2208.1 ms [2021-11-28 23:44:16 main:574] : INFO : Epoch 1818 | loss: 0.0311175 | val_loss: 0.0311704 | Time: 2236.41 ms [2021-11-28 23:44:18 main:574] : INFO : Epoch 1819 | loss: 0.0311143 | val_loss: 0.0311642 | Time: 2234.7 ms [2021-11-28 23:44:21 main:574] : INFO : Epoch 1820 | loss: 0.0311092 | val_loss: 0.0311664 | Time: 2260.18 ms [2021-11-28 23:44:23 main:574] : INFO : Epoch 1821 | loss: 0.0311077 | val_loss: 0.0311633 | Time: 2213.37 ms [2021-11-28 23:44:25 main:574] : INFO : Epoch 1822 | loss: 0.0311076 | val_loss: 0.0311686 | Time: 2250.04 ms [2021-11-28 23:44:27 main:574] : INFO : Epoch 1823 | loss: 0.0311099 | val_loss: 0.0311712 | Time: 2193.28 ms [2021-11-28 23:44:29 main:574] : INFO : Epoch 1824 | loss: 0.0311093 | val_loss: 0.0311624 | Time: 2207.54 ms [2021-11-28 23:44:32 main:574] : INFO : Epoch 1825 | loss: 0.0311103 | val_loss: 0.0311679 | Time: 2218.76 ms [2021-11-28 23:44:34 main:574] : INFO : Epoch 1826 | loss: 0.0311105 | val_loss: 0.031165 | Time: 2226.22 ms [2021-11-28 23:44:36 main:574] : INFO : Epoch 1827 | loss: 0.0311099 | val_loss: 0.0311716 | Time: 2240.54 ms [2021-11-28 23:44:38 main:574] : INFO : Epoch 1828 | loss: 0.0311119 | val_loss: 0.0311612 | Time: 2237.98 ms [2021-11-28 23:44:41 main:574] : INFO : Epoch 1829 | loss: 0.0311123 | val_loss: 0.0311652 | Time: 2212.88 ms [2021-11-28 23:44:43 main:574] : INFO : Epoch 1830 | loss: 0.0311116 | val_loss: 0.0311593 | Time: 2212.45 ms [2021-11-28 23:44:45 main:574] : INFO : Epoch 1831 | loss: 0.0311115 | val_loss: 0.0311637 | Time: 2218.05 ms [2021-11-28 23:44:47 main:574] : INFO : Epoch 1832 | loss: 0.0311084 | val_loss: 0.0311711 | Time: 2248.44 ms [2021-11-28 23:44:49 main:574] : INFO : Epoch 1833 | loss: 0.0311082 | val_loss: 0.0311678 | Time: 2220.03 ms [2021-11-28 23:44:52 main:574] : INFO : Epoch 1834 | loss: 0.0311148 | val_loss: 0.0311646 | Time: 2224.78 ms [2021-11-28 23:44:54 main:574] : INFO : Epoch 1835 | loss: 0.031114 | val_loss: 0.031167 | Time: 2221.1 ms [2021-11-28 23:44:56 main:574] : INFO : Epoch 1836 | loss: 0.0311128 | val_loss: 0.0311648 | Time: 2225.16 ms [2021-11-28 23:44:58 main:574] : INFO : Epoch 1837 | loss: 0.0311089 | val_loss: 0.0311622 | Time: 2221.01 ms [2021-11-28 23:45:01 main:574] : INFO : Epoch 1838 | loss: 0.0311125 | val_loss: 0.0311656 | Time: 2239.48 ms [2021-11-28 23:45:03 main:574] : INFO : Epoch 1839 | loss: 0.0311145 | val_loss: 0.0311646 | Time: 2223.81 ms [2021-11-28 23:45:05 main:574] : INFO : Epoch 1840 | loss: 0.0311104 | val_loss: 0.0311665 | Time: 2212.63 ms [2021-11-28 23:45:07 main:574] : INFO : Epoch 1841 | loss: 0.0311106 | val_loss: 0.0311644 | Time: 2236.54 ms [2021-11-28 23:45:10 main:574] : INFO : Epoch 1842 | loss: 0.0311105 | val_loss: 0.0311672 | Time: 2226.04 ms [2021-11-28 23:45:12 main:574] : INFO : Epoch 1843 | loss: 0.0311119 | val_loss: 0.0311627 | Time: 2230.59 ms [2021-11-28 23:45:14 main:574] : INFO : Epoch 1844 | loss: 0.0311103 | val_loss: 0.0311739 | Time: 2217.63 ms [2021-11-28 23:45:16 main:574] : INFO : Epoch 1845 | loss: 0.0311104 | val_loss: 0.0311673 | Time: 2233.11 ms [2021-11-28 23:45:18 main:574] : INFO : Epoch 1846 | loss: 0.0311095 | val_loss: 0.0311615 | Time: 2233.17 ms [2021-11-28 23:45:21 main:574] : INFO : Epoch 1847 | loss: 0.0311124 | val_loss: 0.0311599 | Time: 2234.98 ms [2021-11-28 23:45:23 main:574] : INFO : Epoch 1848 | loss: 0.031114 | val_loss: 0.0311661 | Time: 2205.4 ms [2021-11-28 23:45:25 main:574] : INFO : Epoch 1849 | loss: 0.0311144 | val_loss: 0.0311575 | Time: 2230.71 ms [2021-11-28 23:45:27 main:574] : INFO : Epoch 1850 | loss: 0.0311123 | val_loss: 0.0311674 | Time: 2241.01 ms [2021-11-28 23:45:30 main:574] : INFO : Epoch 1851 | loss: 0.0311097 | val_loss: 0.0311654 | Time: 2250.11 ms [2021-11-28 23:45:32 main:574] : INFO : Epoch 1852 | loss: 0.0311102 | val_loss: 0.0311627 | Time: 2212.86 ms [2021-11-28 23:45:34 main:574] : INFO : Epoch 1853 | loss: 0.0311092 | val_loss: 0.0311576 | Time: 2243.99 ms [2021-11-28 23:45:36 main:574] : INFO : Epoch 1854 | loss: 0.0311147 | val_loss: 0.0311627 | Time: 2212.51 ms [2021-11-28 23:45:39 main:574] : INFO : Epoch 1855 | loss: 0.0311115 | val_loss: 0.0311648 | Time: 2240.33 ms [2021-11-28 23:45:41 main:574] : INFO : Epoch 1856 | loss: 0.031113 | val_loss: 0.0311611 | Time: 2211.05 ms [2021-11-28 23:45:43 main:574] : INFO : Epoch 1857 | loss: 0.0311112 | val_loss: 0.0311641 | Time: 2218.26 ms [2021-11-28 23:45:45 main:574] : INFO : Epoch 1858 | loss: 0.0311122 | val_loss: 0.0311625 | Time: 2244.13 ms [2021-11-28 23:45:47 main:574] : INFO : Epoch 1859 | loss: 0.0311132 | val_loss: 0.0311701 | Time: 2200.91 ms [2021-11-28 23:45:50 main:574] : INFO : Epoch 1860 | loss: 0.0311106 | val_loss: 0.0311613 | Time: 2218.19 ms [2021-11-28 23:45:52 main:574] : INFO : Epoch 1861 | loss: 0.0311113 | val_loss: 0.0311705 | Time: 2223.58 ms [2021-11-28 23:45:54 main:574] : INFO : Epoch 1862 | loss: 0.0311126 | val_loss: 0.0311747 | Time: 2239.74 ms [2021-11-28 23:45:56 main:574] : INFO : Epoch 1863 | loss: 0.0311101 | val_loss: 0.0311693 | Time: 2203.62 ms [2021-11-28 23:45:59 main:574] : INFO : Epoch 1864 | loss: 0.0311088 | val_loss: 0.0311712 | Time: 2256.15 ms [2021-11-28 23:46:01 main:574] : INFO : Epoch 1865 | loss: 0.0311072 | val_loss: 0.0311791 | Time: 2268.85 ms [2021-11-28 23:46:03 main:574] : INFO : Epoch 1866 | loss: 0.0311092 | val_loss: 0.0311685 | Time: 2233.54 ms [2021-11-28 23:46:05 main:574] : INFO : Epoch 1867 | loss: 0.0311074 | val_loss: 0.0311736 | Time: 2220.02 ms [2021-11-28 23:46:08 main:574] : INFO : Epoch 1868 | loss: 0.0311089 | val_loss: 0.031164 | Time: 2208.97 ms [2021-11-28 23:46:10 main:574] : INFO : Epoch 1869 | loss: 0.0311111 | val_loss: 0.0311615 | Time: 2224.79 ms [2021-11-28 23:46:12 main:574] : INFO : Epoch 1870 | loss: 0.0311163 | val_loss: 0.0311668 | Time: 2230.01 ms [2021-11-28 23:46:14 main:574] : INFO : Epoch 1871 | loss: 0.0311111 | val_loss: 0.0311633 | Time: 2221.2 ms [2021-11-28 23:46:16 main:574] : INFO : Epoch 1872 | loss: 0.0311099 | val_loss: 0.0311635 | Time: 2233.95 ms [2021-11-28 23:46:19 main:574] : INFO : Epoch 1873 | loss: 0.0311107 | val_loss: 0.0311597 | Time: 2236.48 ms [2021-11-28 23:46:21 main:574] : INFO : Epoch 1874 | loss: 0.0311074 | val_loss: 0.0311597 | Time: 2248.53 ms [2021-11-28 23:46:23 main:574] : INFO : Epoch 1875 | loss: 0.0311116 | val_loss: 0.0311681 | Time: 2221.54 ms [2021-11-28 23:46:25 main:574] : INFO : Epoch 1876 | loss: 0.0311127 | val_loss: 0.0311708 | Time: 2210.74 ms [2021-11-28 23:46:28 main:574] : INFO : Epoch 1877 | loss: 0.0311183 | val_loss: 0.0311662 | Time: 2240.08 ms [2021-11-28 23:46:30 main:574] : INFO : Epoch 1878 | loss: 0.0311154 | val_loss: 0.0311648 | Time: 2209.68 ms [2021-11-28 23:46:32 main:574] : INFO : Epoch 1879 | loss: 0.0311131 | val_loss: 0.0311654 | Time: 2228.49 ms [2021-11-28 23:46:34 main:574] : INFO : Epoch 1880 | loss: 0.0311107 | val_loss: 0.0311657 | Time: 2230.14 ms [2021-11-28 23:46:37 main:574] : INFO : Epoch 1881 | loss: 0.0311099 | val_loss: 0.0311645 | Time: 2218.01 ms [2021-11-28 23:46:39 main:574] : INFO : Epoch 1882 | loss: 0.0311116 | val_loss: 0.0311715 | Time: 2223.67 ms [2021-11-28 23:46:41 main:574] : INFO : Epoch 1883 | loss: 0.031116 | val_loss: 0.0311639 | Time: 2223.19 ms [2021-11-28 23:46:43 main:574] : INFO : Epoch 1884 | loss: 0.0311154 | val_loss: 0.0311617 | Time: 2200.35 ms [2021-11-28 23:46:45 main:574] : INFO : Epoch 1885 | loss: 0.0311134 | val_loss: 0.0311614 | Time: 2216.93 ms [2021-11-28 23:46:48 main:574] : INFO : Epoch 1886 | loss: 0.0311152 | val_loss: 0.031165 | Time: 2244.47 ms [2021-11-28 23:46:50 main:574] : INFO : Epoch 1887 | loss: 0.0311195 | val_loss: 0.0311645 | Time: 2245.34 ms [2021-11-28 23:46:52 main:574] : INFO : Epoch 1888 | loss: 0.0311237 | val_loss: 0.0311609 | Time: 2215.07 ms [2021-11-28 23:46:54 main:574] : INFO : Epoch 1889 | loss: 0.031118 | val_loss: 0.0311562 | Time: 2222.82 ms [2021-11-28 23:46:57 main:574] : INFO : Epoch 1890 | loss: 0.0311264 | val_loss: 0.0311732 | Time: 2216.77 ms [2021-11-28 23:46:59 main:574] : INFO : Epoch 1891 | loss: 0.0311646 | val_loss: 0.0311886 | Time: 2240.67 ms [2021-11-28 23:47:01 main:574] : INFO : Epoch 1892 | loss: 0.0311635 | val_loss: 0.0311699 | Time: 2245.01 ms [2021-11-28 23:47:03 main:574] : INFO : Epoch 1893 | loss: 0.0311464 | val_loss: 0.0311594 | Time: 2207.13 ms [2021-11-28 23:47:06 main:574] : INFO : Epoch 1894 | loss: 0.0311373 | val_loss: 0.0311593 | Time: 2230.33 ms [2021-11-28 23:47:08 main:574] : INFO : Epoch 1895 | loss: 0.0311343 | val_loss: 0.0311684 | Time: 2235.61 ms [2021-11-28 23:47:10 main:574] : INFO : Epoch 1896 | loss: 0.0311317 | val_loss: 0.0311601 | Time: 2205.18 ms [2021-11-28 23:47:12 main:574] : INFO : Epoch 1897 | loss: 0.0311298 | val_loss: 0.031168 | Time: 2240.66 ms [2021-11-28 23:47:14 main:574] : INFO : Epoch 1898 | loss: 0.0311288 | val_loss: 0.0311595 | Time: 2236.06 ms [2021-11-28 23:47:17 main:574] : INFO : Epoch 1899 | loss: 0.0311251 | val_loss: 0.0311606 | Time: 2213.26 ms [2021-11-28 23:47:19 main:574] : INFO : Epoch 1900 | loss: 0.0311241 | val_loss: 0.0311582 | Time: 2246.85 ms [2021-11-28 23:47:21 main:574] : INFO : Epoch 1901 | loss: 0.0311247 | val_loss: 0.0311649 | Time: 2252.41 ms [2021-11-28 23:47:23 main:574] : INFO : Epoch 1902 | loss: 0.0311225 | val_loss: 0.0311577 | Time: 2196.18 ms [2021-11-28 23:47:26 main:574] : INFO : Epoch 1903 | loss: 0.0311225 | val_loss: 0.0311716 | Time: 2208.87 ms [2021-11-28 23:47:28 main:574] : INFO : Epoch 1904 | loss: 0.0311274 | val_loss: 0.0311712 | Time: 2212.43 ms [2021-11-28 23:47:30 main:574] : INFO : Epoch 1905 | loss: 0.0311236 | val_loss: 0.0311652 | Time: 2215.72 ms [2021-11-28 23:47:32 main:574] : INFO : Epoch 1906 | loss: 0.0311246 | val_loss: 0.0311643 | Time: 2235.81 ms [2021-11-28 23:47:35 main:574] : INFO : Epoch 1907 | loss: 0.0311275 | val_loss: 0.0311709 | Time: 2232.32 ms [2021-11-28 23:47:37 main:574] : INFO : Epoch 1908 | loss: 0.0311292 | val_loss: 0.0311611 | Time: 2257.19 ms [2021-11-28 23:47:39 main:574] : INFO : Epoch 1909 | loss: 0.0311237 | val_loss: 0.0311654 | Time: 2203.73 ms [2021-11-28 23:47:41 main:574] : INFO : Epoch 1910 | loss: 0.0311203 | val_loss: 0.0311657 | Time: 2236.12 ms [2021-11-28 23:47:43 main:574] : INFO : Epoch 1911 | loss: 0.0311216 | val_loss: 0.0311723 | Time: 2214.47 ms [2021-11-28 23:47:46 main:574] : INFO : Epoch 1912 | loss: 0.0311181 | val_loss: 0.0311662 | Time: 2218.86 ms [2021-11-28 23:47:48 main:574] : INFO : Epoch 1913 | loss: 0.0311185 | val_loss: 0.0311656 | Time: 2227.89 ms [2021-11-28 23:47:50 main:574] : INFO : Epoch 1914 | loss: 0.0311171 | val_loss: 0.0311673 | Time: 2234.6 ms [2021-11-28 23:47:52 main:574] : INFO : Epoch 1915 | loss: 0.0311155 | val_loss: 0.0311681 | Time: 2213.87 ms [2021-11-28 23:47:55 main:574] : INFO : Epoch 1916 | loss: 0.0311152 | val_loss: 0.0311647 | Time: 2242.22 ms [2021-11-28 23:47:57 main:574] : INFO : Epoch 1917 | loss: 0.0311186 | val_loss: 0.031167 | Time: 2216.16 ms [2021-11-28 23:47:59 main:574] : INFO : Epoch 1918 | loss: 0.0311207 | val_loss: 0.0311691 | Time: 2258.86 ms [2021-11-28 23:48:01 main:574] : INFO : Epoch 1919 | loss: 0.0311235 | val_loss: 0.0311591 | Time: 2216.2 ms [2021-11-28 23:48:04 main:574] : INFO : Epoch 1920 | loss: 0.0311199 | val_loss: 0.031166 | Time: 2231.11 ms [2021-11-28 23:48:06 main:574] : INFO : Epoch 1921 | loss: 0.0311198 | val_loss: 0.0311676 | Time: 2253.24 ms [2021-11-28 23:48:08 main:574] : INFO : Epoch 1922 | loss: 0.031118 | val_loss: 0.0311674 | Time: 2233.93 ms [2021-11-28 23:48:10 main:574] : INFO : Epoch 1923 | loss: 0.0311131 | val_loss: 0.0311628 | Time: 2217.14 ms [2021-11-28 23:48:12 main:574] : INFO : Epoch 1924 | loss: 0.031112 | val_loss: 0.0311718 | Time: 2208.26 ms [2021-11-28 23:48:15 main:574] : INFO : Epoch 1925 | loss: 0.0311164 | val_loss: 0.031169 | Time: 2234.92 ms [2021-11-28 23:48:17 main:574] : INFO : Epoch 1926 | loss: 0.0311138 | val_loss: 0.0311582 | Time: 2264.23 ms [2021-11-28 23:48:19 main:574] : INFO : Epoch 1927 | loss: 0.0311134 | val_loss: 0.0311638 | Time: 2225.68 ms [2021-11-28 23:48:21 main:574] : INFO : Epoch 1928 | loss: 0.0311133 | val_loss: 0.0311693 | Time: 2252.11 ms [2021-11-28 23:48:24 main:574] : INFO : Epoch 1929 | loss: 0.0311128 | val_loss: 0.031174 | Time: 2246.52 ms [2021-11-28 23:48:26 main:574] : INFO : Epoch 1930 | loss: 0.0311172 | val_loss: 0.0311766 | Time: 2225.36 ms [2021-11-28 23:48:28 main:574] : INFO : Epoch 1931 | loss: 0.0311154 | val_loss: 0.0311763 | Time: 2217.13 ms [2021-11-28 23:48:30 main:574] : INFO : Epoch 1932 | loss: 0.0311108 | val_loss: 0.0311638 | Time: 2227.43 ms [2021-11-28 23:48:33 main:574] : INFO : Epoch 1933 | loss: 0.031109 | val_loss: 0.0311696 | Time: 2211.44 ms [2021-11-28 23:48:35 main:574] : INFO : Epoch 1934 | loss: 0.0311087 | val_loss: 0.031162 | Time: 2218.97 ms [2021-11-28 23:48:37 main:574] : INFO : Epoch 1935 | loss: 0.0311098 | val_loss: 0.0311646 | Time: 2233.94 ms [2021-11-28 23:48:39 main:574] : INFO : Epoch 1936 | loss: 0.0311091 | val_loss: 0.0311704 | Time: 2246.22 ms [2021-11-28 23:48:42 main:574] : INFO : Epoch 1937 | loss: 0.0311093 | val_loss: 0.0311721 | Time: 2231.03 ms [2021-11-28 23:48:44 main:574] : INFO : Epoch 1938 | loss: 0.0311096 | val_loss: 0.0311671 | Time: 2241.65 ms [2021-11-28 23:48:46 main:574] : INFO : Epoch 1939 | loss: 0.0311105 | val_loss: 0.0311656 | Time: 2212.34 ms [2021-11-28 23:48:48 main:574] : INFO : Epoch 1940 | loss: 0.0311115 | val_loss: 0.0311652 | Time: 2248.75 ms [2021-11-28 23:48:50 main:574] : INFO : Epoch 1941 | loss: 0.0311096 | val_loss: 0.0311659 | Time: 2219.14 ms [2021-11-28 23:48:53 main:574] : INFO : Epoch 1942 | loss: 0.031108 | val_loss: 0.0311636 | Time: 2204.55 ms [2021-11-28 23:48:55 main:574] : INFO : Epoch 1943 | loss: 0.0311118 | val_loss: 0.0311602 | Time: 2224.83 ms [2021-11-28 23:48:57 main:574] : INFO : Epoch 1944 | loss: 0.0311127 | val_loss: 0.0311646 | Time: 2218.37 ms [2021-11-28 23:48:59 main:574] : INFO : Epoch 1945 | loss: 0.0311083 | val_loss: 0.0311651 | Time: 2225.69 ms [2021-11-28 23:49:02 main:574] : INFO : Epoch 1946 | loss: 0.0311091 | val_loss: 0.031165 | Time: 2210.59 ms [2021-11-28 23:49:04 main:574] : INFO : Epoch 1947 | loss: 0.0311082 | val_loss: 0.031168 | Time: 2232.46 ms [2021-11-28 23:49:06 main:574] : INFO : Epoch 1948 | loss: 0.03111 | val_loss: 0.0311763 | Time: 2283.48 ms [2021-11-28 23:49:08 main:574] : INFO : Epoch 1949 | loss: 0.0311117 | val_loss: 0.0311652 | Time: 2220.89 ms [2021-11-28 23:49:11 main:574] : INFO : Epoch 1950 | loss: 0.0311154 | val_loss: 0.0311642 | Time: 2242.14 ms [2021-11-28 23:49:13 main:574] : INFO : Epoch 1951 | loss: 0.0311158 | val_loss: 0.0311714 | Time: 2249.45 ms [2021-11-28 23:49:15 main:574] : INFO : Epoch 1952 | loss: 0.0311168 | val_loss: 0.0311716 | Time: 2225.64 ms [2021-11-28 23:49:17 main:574] : INFO : Epoch 1953 | loss: 0.0311222 | val_loss: 0.0311636 | Time: 2212.99 ms [2021-11-28 23:49:19 main:574] : INFO : Epoch 1954 | loss: 0.0311185 | val_loss: 0.0311553 | Time: 2206.92 ms [2021-11-28 23:49:22 main:574] : INFO : Epoch 1955 | loss: 0.0311163 | val_loss: 0.0311634 | Time: 2246.39 ms [2021-11-28 23:49:24 main:574] : INFO : Epoch 1956 | loss: 0.0311157 | val_loss: 0.0311739 | Time: 2241.07 ms [2021-11-28 23:49:26 main:574] : INFO : Epoch 1957 | loss: 0.0311175 | val_loss: 0.0311693 | Time: 2238.55 ms [2021-11-28 23:49:28 main:574] : INFO : Epoch 1958 | loss: 0.0311157 | val_loss: 0.0311613 | Time: 2181.63 ms [2021-11-28 23:49:31 main:574] : INFO : Epoch 1959 | loss: 0.031115 | val_loss: 0.031161 | Time: 2213.47 ms [2021-11-28 23:49:33 main:574] : INFO : Epoch 1960 | loss: 0.031115 | val_loss: 0.0311638 | Time: 2197.86 ms [2021-11-28 23:49:35 main:574] : INFO : Epoch 1961 | loss: 0.0311114 | val_loss: 0.031164 | Time: 2231.97 ms [2021-11-28 23:49:37 main:574] : INFO : Epoch 1962 | loss: 0.0311111 | val_loss: 0.0311689 | Time: 2220.11 ms [2021-11-28 23:49:40 main:574] : INFO : Epoch 1963 | loss: 0.0311119 | val_loss: 0.0311633 | Time: 2242.87 ms [2021-11-28 23:49:42 main:574] : INFO : Epoch 1964 | loss: 0.0311112 | val_loss: 0.0311671 | Time: 2223.84 ms [2021-11-28 23:49:44 main:574] : INFO : Epoch 1965 | loss: 0.031111 | val_loss: 0.0311657 | Time: 2210.87 ms [2021-11-28 23:49:46 main:574] : INFO : Epoch 1966 | loss: 0.0311122 | val_loss: 0.031167 | Time: 2234.72 ms [2021-11-28 23:49:48 main:574] : INFO : Epoch 1967 | loss: 0.0311075 | val_loss: 0.0311636 | Time: 2224.65 ms [2021-11-28 23:49:51 main:574] : INFO : Epoch 1968 | loss: 0.031107 | val_loss: 0.0311616 | Time: 2247.98 ms [2021-11-28 23:49:53 main:574] : INFO : Epoch 1969 | loss: 0.0311076 | val_loss: 0.0311668 | Time: 2229.43 ms [2021-11-28 23:49:55 main:574] : INFO : Epoch 1970 | loss: 0.0311073 | val_loss: 0.0311643 | Time: 2254.02 ms [2021-11-28 23:49:57 main:574] : INFO : Epoch 1971 | loss: 0.03111 | val_loss: 0.0311614 | Time: 2244.64 ms [2021-11-28 23:50:00 main:574] : INFO : Epoch 1972 | loss: 0.0311101 | val_loss: 0.0311637 | Time: 2227.59 ms [2021-11-28 23:50:02 main:574] : INFO : Epoch 1973 | loss: 0.0311106 | val_loss: 0.031163 | Time: 2223.47 ms [2021-11-28 23:50:04 main:574] : INFO : Epoch 1974 | loss: 0.0311098 | val_loss: 0.0311601 | Time: 2234.07 ms [2021-11-28 23:50:06 main:574] : INFO : Epoch 1975 | loss: 0.0311108 | val_loss: 0.0311645 | Time: 2225.35 ms [2021-11-28 23:50:09 main:574] : INFO : Epoch 1976 | loss: 0.0311167 | val_loss: 0.0311946 | Time: 2258.17 ms [2021-11-28 23:50:11 main:574] : INFO : Epoch 1977 | loss: 0.0367935 | val_loss: 0.0506912 | Time: 2214.87 ms [2021-11-28 23:50:13 main:574] : INFO : Epoch 1978 | loss: 0.0402692 | val_loss: 0.0342118 | Time: 2260.97 ms [2021-11-28 23:50:15 main:574] : INFO : Epoch 1979 | loss: 0.0324057 | val_loss: 0.0317094 | Time: 2222.26 ms [2021-11-28 23:50:18 main:574] : INFO : Epoch 1980 | loss: 0.0313911 | val_loss: 0.0312734 | Time: 2220.53 ms [2021-11-28 23:50:20 main:574] : INFO : Epoch 1981 | loss: 0.0312657 | val_loss: 0.0312496 | Time: 2222.49 ms [2021-11-28 23:50:22 main:574] : INFO : Epoch 1982 | loss: 0.0312463 | val_loss: 0.0312429 | Time: 2238.99 ms [2021-11-28 23:50:24 main:574] : INFO : Epoch 1983 | loss: 0.0312398 | val_loss: 0.031238 | Time: 2226.45 ms [2021-11-28 23:50:26 main:574] : INFO : Epoch 1984 | loss: 0.0312357 | val_loss: 0.0312323 | Time: 2241.31 ms [2021-11-28 23:50:29 main:574] : INFO : Epoch 1985 | loss: 0.0312318 | val_loss: 0.0312288 | Time: 2249.07 ms [2021-11-28 23:50:31 main:574] : INFO : Epoch 1986 | loss: 0.0312286 | val_loss: 0.0312266 | Time: 2220.3 ms [2021-11-28 23:50:33 main:574] : INFO : Epoch 1987 | loss: 0.0312259 | val_loss: 0.0312233 | Time: 2176.03 ms [2021-11-28 23:50:35 main:574] : INFO : Epoch 1988 | loss: 0.0312234 | val_loss: 0.0312217 | Time: 2210.55 ms [2021-11-28 23:50:38 main:574] : INFO : Epoch 1989 | loss: 0.0312225 | val_loss: 0.0312201 | Time: 2218.07 ms [2021-11-28 23:50:40 main:574] : INFO : Epoch 1990 | loss: 0.0312207 | val_loss: 0.0312191 | Time: 2253.96 ms [2021-11-28 23:50:42 main:574] : INFO : Epoch 1991 | loss: 0.0312191 | val_loss: 0.0312193 | Time: 2219.47 ms [2021-11-28 23:50:44 main:574] : INFO : Epoch 1992 | loss: 0.0312183 | val_loss: 0.0312173 | Time: 2219.42 ms [2021-11-28 23:50:46 main:574] : INFO : Epoch 1993 | loss: 0.0312171 | val_loss: 0.031217 | Time: 2208.85 ms [2021-11-28 23:50:49 main:574] : INFO : Epoch 1994 | loss: 0.0312162 | val_loss: 0.0312163 | Time: 2233.68 ms [2021-11-28 23:50:51 main:574] : INFO : Epoch 1995 | loss: 0.0312154 | val_loss: 0.0312162 | Time: 2220.34 ms [2021-11-28 23:50:53 main:574] : INFO : Epoch 1996 | loss: 0.0312149 | val_loss: 0.0312159 | Time: 2241.27 ms [2021-11-28 23:50:55 main:574] : INFO : Epoch 1997 | loss: 0.0312143 | val_loss: 0.0312153 | Time: 2220.69 ms [2021-11-28 23:50:58 main:574] : INFO : Epoch 1998 | loss: 0.0312135 | val_loss: 0.0312149 | Time: 2250.25 ms [2021-11-28 23:51:00 main:574] : INFO : Epoch 1999 | loss: 0.0312129 | val_loss: 0.0312148 | Time: 2227.34 ms [2021-11-28 23:51:02 main:574] : INFO : Epoch 2000 | loss: 0.0312124 | val_loss: 0.0312147 | Time: 2233.84 ms [2021-11-28 23:51:04 main:574] : INFO : Epoch 2001 | loss: 0.0312116 | val_loss: 0.0312148 | Time: 2205.16 ms [2021-11-28 23:51:07 main:574] : INFO : Epoch 2002 | loss: 0.0312115 | val_loss: 0.031215 | Time: 2263.52 ms [2021-11-28 23:51:09 main:574] : INFO : Epoch 2003 | loss: 0.0312109 | val_loss: 0.0312158 | Time: 2255.94 ms [2021-11-28 23:51:11 main:574] : INFO : Epoch 2004 | loss: 0.0312109 | val_loss: 0.0312142 | Time: 2224.99 ms [2021-11-28 23:51:13 main:574] : INFO : Epoch 2005 | loss: 0.0312108 | val_loss: 0.0312131 | Time: 2208.82 ms [2021-11-28 23:51:16 main:574] : INFO : Epoch 2006 | loss: 0.0312093 | val_loss: 0.0312117 | Time: 2234.53 ms [2021-11-28 23:51:18 main:574] : INFO : Epoch 2007 | loss: 0.0312088 | val_loss: 0.0312113 | Time: 2200.36 ms [2021-11-28 23:51:20 main:574] : INFO : Epoch 2008 | loss: 0.0312077 | val_loss: 0.0312113 | Time: 2227.03 ms [2021-11-28 23:51:22 main:574] : INFO : Epoch 2009 | loss: 0.0312071 | val_loss: 0.0312108 | Time: 2229.96 ms [2021-11-28 23:51:24 main:574] : INFO : Epoch 2010 | loss: 0.0312064 | val_loss: 0.0312109 | Time: 2232.08 ms [2021-11-28 23:51:27 main:574] : INFO : Epoch 2011 | loss: 0.0312064 | val_loss: 0.031211 | Time: 2234.79 ms [2021-11-28 23:51:29 main:574] : INFO : Epoch 2012 | loss: 0.0312057 | val_loss: 0.0312103 | Time: 2252.39 ms [2021-11-28 23:51:31 main:574] : INFO : Epoch 2013 | loss: 0.031205 | val_loss: 0.0312106 | Time: 2237.37 ms [2021-11-28 23:51:33 main:574] : INFO : Epoch 2014 | loss: 0.0312045 | val_loss: 0.0312104 | Time: 2203.27 ms [2021-11-28 23:51:36 main:574] : INFO : Epoch 2015 | loss: 0.0312047 | val_loss: 0.0312106 | Time: 2208.18 ms [2021-11-28 23:51:38 main:574] : INFO : Epoch 2016 | loss: 0.0312042 | val_loss: 0.0312097 | Time: 2208.63 ms [2021-11-28 23:51:40 main:574] : INFO : Epoch 2017 | loss: 0.0312036 | val_loss: 0.0312114 | Time: 2260.22 ms [2021-11-28 23:51:42 main:574] : INFO : Epoch 2018 | loss: 0.0312044 | val_loss: 0.0312092 | Time: 2239.44 ms [2021-11-28 23:51:45 main:574] : INFO : Epoch 2019 | loss: 0.0312043 | val_loss: 0.0312084 | Time: 2244.48 ms [2021-11-28 23:51:47 main:574] : INFO : Epoch 2020 | loss: 0.0312037 | val_loss: 0.0312086 | Time: 2251.04 ms [2021-11-28 23:51:49 main:574] : INFO : Epoch 2021 | loss: 0.0312027 | val_loss: 0.0312091 | Time: 2298.05 ms [2021-11-28 23:51:51 main:574] : INFO : Epoch 2022 | loss: 0.0312029 | val_loss: 0.0312081 | Time: 2229.22 ms [2021-11-28 23:51:54 main:574] : INFO : Epoch 2023 | loss: 0.0312023 | val_loss: 0.0312077 | Time: 2233.05 ms [2021-11-28 23:51:56 main:574] : INFO : Epoch 2024 | loss: 0.031202 | val_loss: 0.0312095 | Time: 2191.12 ms [2021-11-28 23:51:58 main:574] : INFO : Epoch 2025 | loss: 0.0312022 | val_loss: 0.0312099 | Time: 2228.33 ms [2021-11-28 23:52:00 main:574] : INFO : Epoch 2026 | loss: 0.0312018 | val_loss: 0.0312083 | Time: 2243.81 ms [2021-11-28 23:52:02 main:574] : INFO : Epoch 2027 | loss: 0.0312005 | val_loss: 0.0312095 | Time: 2207.78 ms [2021-11-28 23:52:05 main:574] : INFO : Epoch 2028 | loss: 0.0312003 | val_loss: 0.031208 | Time: 2279.1 ms [2021-11-28 23:52:07 main:574] : INFO : Epoch 2029 | loss: 0.0311998 | val_loss: 0.0312071 | Time: 2217.23 ms [2021-11-28 23:52:09 main:574] : INFO : Epoch 2030 | loss: 0.0311997 | val_loss: 0.0312074 | Time: 2224.73 ms [2021-11-28 23:52:11 main:574] : INFO : Epoch 2031 | loss: 0.0311995 | val_loss: 0.0312072 | Time: 2228.31 ms [2021-11-28 23:52:14 main:574] : INFO : Epoch 2032 | loss: 0.0311994 | val_loss: 0.0312071 | Time: 2227.16 ms [2021-11-28 23:52:16 main:574] : INFO : Epoch 2033 | loss: 0.0312047 | val_loss: 0.0312078 | Time: 2220.52 ms [2021-11-28 23:52:18 main:574] : INFO : Epoch 2034 | loss: 0.0312056 | val_loss: 0.0312078 | Time: 2252.03 ms [2021-11-28 23:52:20 main:574] : INFO : Epoch 2035 | loss: 0.0312044 | val_loss: 0.0312073 | Time: 2205.17 ms [2021-11-28 23:52:23 main:574] : INFO : Epoch 2036 | loss: 0.0312035 | val_loss: 0.031206 | Time: 2227.73 ms [2021-11-28 23:52:25 main:574] : INFO : Epoch 2037 | loss: 0.0312016 | val_loss: 0.0312054 | Time: 2238.56 ms [2021-11-28 23:52:27 main:574] : INFO : Epoch 2038 | loss: 0.0312006 | val_loss: 0.0312049 | Time: 2226.64 ms [2021-11-28 23:52:29 main:574] : INFO : Epoch 2039 | loss: 0.0312001 | val_loss: 0.0312059 | Time: 2217.22 ms [2021-11-28 23:52:31 main:574] : INFO : Epoch 2040 | loss: 0.0311994 | val_loss: 0.031206 | Time: 2198.36 ms [2021-11-28 23:52:34 main:574] : INFO : Epoch 2041 | loss: 0.0311994 | val_loss: 0.0312053 | Time: 2196.17 ms [2021-11-28 23:52:36 main:574] : INFO : Epoch 2042 | loss: 0.0311991 | val_loss: 0.0312039 | Time: 2227.7 ms [2021-11-28 23:52:38 main:574] : INFO : Epoch 2043 | loss: 0.0311988 | val_loss: 0.0312048 | Time: 2220.19 ms [2021-11-28 23:52:40 main:574] : INFO : Epoch 2044 | loss: 0.0311975 | val_loss: 0.0312048 | Time: 2223.58 ms [2021-11-28 23:52:43 main:574] : INFO : Epoch 2045 | loss: 0.0311971 | val_loss: 0.0312042 | Time: 2228.16 ms [2021-11-28 23:52:45 main:574] : INFO : Epoch 2046 | loss: 0.0311963 | val_loss: 0.0312049 | Time: 2205.83 ms [2021-11-28 23:52:47 main:574] : INFO : Epoch 2047 | loss: 0.031196 | val_loss: 0.0312043 | Time: 2219.47 ms [2021-11-28 23:52:49 main:574] : INFO : Epoch 2048 | loss: 0.0311957 | val_loss: 0.0312048 | Time: 2239.44 ms [2021-11-28 23:52:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312048 [2021-11-28 23:52:49 main:603] : INFO : Saving end state to config to file [2021-11-28 23:52:49 main:608] : INFO : Success, exiting.. 23:52:49 (9464): 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)