Task 5196996
| Name | ParityMachine-1619235677-20125-3_1 |
| Workunit | 3104086 |
| Created | 16 May 2021, 11:46:42 UTC |
| Sent | 16 May 2021, 12:42:29 UTC |
| Report deadline | 23 May 2021, 12:42:29 UTC |
| Received | 16 May 2021, 16:22:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 14 min 13 sec |
| CPU time | 1 hours 11 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311251 | val_loss: 0.0311582 | Time: 2050.79 ms
[2021-05-17 00:03:35 main:574] : INFO : Epoch 1543 | loss: 0.0311264 | val_loss: 0.0311545 | Time: 2071.86 ms
[2021-05-17 00:03:37 main:574] : INFO : Epoch 1544 | loss: 0.0311209 | val_loss: 0.0311545 | Time: 2048.92 ms
[2021-05-17 00:03:39 main:574] : INFO : Epoch 1545 | loss: 0.031123 | val_loss: 0.0311548 | Time: 2082.4 ms
[2021-05-17 00:03:41 main:574] : INFO : Epoch 1546 | loss: 0.0311199 | val_loss: 0.0311601 | Time: 2069.44 ms
[2021-05-17 00:03:43 main:574] : INFO : Epoch 1547 | loss: 0.0311173 | val_loss: 0.0311559 | Time: 2078.14 ms
[2021-05-17 00:03:45 main:574] : INFO : Epoch 1548 | loss: 0.0311178 | val_loss: 0.0311598 | Time: 2084.55 ms
[2021-05-17 00:03:48 main:574] : INFO : Epoch 1549 | loss: 0.0311189 | val_loss: 0.0311558 | Time: 2064.77 ms
[2021-05-17 00:03:50 main:574] : INFO : Epoch 1550 | loss: 0.0311181 | val_loss: 0.0311567 | Time: 2061.95 ms
[2021-05-17 00:03:52 main:574] : INFO : Epoch 1551 | loss: 0.0311175 | val_loss: 0.0311524 | Time: 2081.86 ms
[2021-05-17 00:03:54 main:574] : INFO : Epoch 1552 | loss: 0.0311198 | val_loss: 0.031164 | Time: 2082.78 ms
[2021-05-17 00:03:56 main:574] : INFO : Epoch 1553 | loss: 0.0311219 | val_loss: 0.0311641 | Time: 2074.51 ms
[2021-05-17 00:03:58 main:574] : INFO : Epoch 1554 | loss: 0.0311187 | val_loss: 0.0311506 | Time: 2107.33 ms
[2021-05-17 00:04:01 main:574] : INFO : Epoch 1555 | loss: 0.0311155 | val_loss: 0.0311535 | Time: 2100.27 ms
[2021-05-17 00:04:03 main:574] : INFO : Epoch 1556 | loss: 0.0311212 | val_loss: 0.0311538 | Time: 2059.56 ms
[2021-05-17 00:04:05 main:574] : INFO : Epoch 1557 | loss: 0.031117 | val_loss: 0.0311528 | Time: 2137.49 ms
[2021-05-17 00:04:07 main:574] : INFO : Epoch 1558 | loss: 0.0311148 | val_loss: 0.0311498 | Time: 2076.35 ms
[2021-05-17 00:04:09 main:574] : INFO : Epoch 1559 | loss: 0.0311169 | val_loss: 0.031156 | Time: 2080.95 ms
[2021-05-17 00:04:11 main:574] : INFO : Epoch 1560 | loss: 0.031119 | val_loss: 0.0311575 | Time: 2053.72 ms
[2021-05-17 00:04:13 main:574] : INFO : Epoch 1561 | loss: 0.0311189 | val_loss: 0.0311518 | Time: 2063.21 ms
[2021-05-17 00:04:16 main:574] : INFO : Epoch 1562 | loss: 0.0311131 | val_loss: 0.0311512 | Time: 2088.94 ms
[2021-05-17 00:04:18 main:574] : INFO : Epoch 1563 | loss: 0.031112 | val_loss: 0.0311519 | Time: 2067.46 ms
[2021-05-17 00:04:20 main:574] : INFO : Epoch 1564 | loss: 0.0311188 | val_loss: 0.0311516 | Time: 2091.78 ms
[2021-05-17 00:04:22 main:574] : INFO : Epoch 1565 | loss: 0.031119 | val_loss: 0.0311527 | Time: 2096.11 ms
[2021-05-17 00:04:24 main:574] : INFO : Epoch 1566 | loss: 0.0311201 | val_loss: 0.031152 | Time: 2076.39 ms
[2021-05-17 00:04:26 main:574] : INFO : Epoch 1567 | loss: 0.03113 | val_loss: 0.0311511 | Time: 2052.34 ms
[2021-05-17 00:04:28 main:574] : INFO : Epoch 1568 | loss: 0.0311274 | val_loss: 0.031155 | Time: 2094.64 ms
[2021-05-17 00:04:31 main:574] : INFO : Epoch 1569 | loss: 0.031124 | val_loss: 0.0311516 | Time: 2076.39 ms
[2021-05-17 00:04:33 main:574] : INFO : Epoch 1570 | loss: 0.0311221 | val_loss: 0.0311506 | Time: 2106.68 ms
[2021-05-17 00:04:35 main:574] : INFO : Epoch 1571 | loss: 0.0311251 | val_loss: 0.0311637 | Time: 2081.06 ms
[2021-05-17 00:04:37 main:574] : INFO : Epoch 1572 | loss: 0.0311239 | val_loss: 0.0311542 | Time: 2064.12 ms
[2021-05-17 00:04:39 main:574] : INFO : Epoch 1573 | loss: 0.0311244 | val_loss: 0.0311593 | Time: 2073.46 ms
[2021-05-17 00:04:41 main:574] : INFO : Epoch 1574 | loss: 0.031122 | val_loss: 0.0311528 | Time: 2082.47 ms
[2021-05-17 00:04:43 main:574] : INFO : Epoch 1575 | loss: 0.0311204 | val_loss: 0.0311529 | Time: 2052.06 ms
[2021-05-17 00:04:46 main:574] : INFO : Epoch 1576 | loss: 0.0311201 | val_loss: 0.0311536 | Time: 2099.21 ms
[2021-05-17 00:04:48 main:574] : INFO : Epoch 1577 | loss: 0.0311195 | val_loss: 0.0311546 | Time: 2078.52 ms
[2021-05-17 00:04:50 main:574] : INFO : Epoch 1578 | loss: 0.0311184 | val_loss: 0.0311568 | Time: 2086.92 ms
[2021-05-17 00:04:52 main:574] : INFO : Epoch 1579 | loss: 0.0311174 | val_loss: 0.0311553 | Time: 2083.8 ms
[2021-05-17 00:04:54 main:574] : INFO : Epoch 1580 | loss: 0.0311186 | val_loss: 0.0311529 | Time: 2096.11 ms
[2021-05-17 00:04:56 main:574] : INFO : Epoch 1581 | loss: 0.0311207 | val_loss: 0.0311528 | Time: 2065.5 ms
[2021-05-17 00:04:59 main:574] : INFO : Epoch 1582 | loss: 0.0311208 | val_loss: 0.0311549 | Time: 2074.1 ms
[2021-05-17 00:05:01 main:574] : INFO : Epoch 1583 | loss: 0.0311207 | val_loss: 0.0311561 | Time: 2070.65 ms
[2021-05-17 00:05:03 main:574] : INFO : Epoch 1584 | loss: 0.0311214 | val_loss: 0.031155 | Time: 2083.22 ms
[2021-05-17 00:05:05 main:574] : INFO : Epoch 1585 | loss: 0.0311179 | val_loss: 0.0311539 | Time: 2093.29 ms
[2021-05-17 00:05:07 main:574] : INFO : Epoch 1586 | loss: 0.0311162 | val_loss: 0.0311553 | Time: 2074.58 ms
[2021-05-17 00:05:09 main:574] : INFO : Epoch 1587 | loss: 0.0311196 | val_loss: 0.0311486 | Time: 2050.23 ms
[2021-05-17 00:05:12 main:574] : INFO : Epoch 1588 | loss: 0.0311172 | val_loss: 0.0311539 | Time: 2097.35 ms
[2021-05-17 00:05:14 main:574] : INFO : Epoch 1589 | loss: 0.0311234 | val_loss: 0.0311497 | Time: 2075.49 ms
[2021-05-17 00:05:16 main:574] : INFO : Epoch 1590 | loss: 0.0311306 | val_loss: 0.0311572 | Time: 2107.07 ms
[2021-05-17 00:05:18 main:574] : INFO : Epoch 1591 | loss: 0.0311336 | val_loss: 0.0311607 | Time: 2085.23 ms
[2021-05-17 00:05:20 main:574] : INFO : Epoch 1592 | loss: 0.0311258 | val_loss: 0.0311477 | Time: 2104.03 ms
[2021-05-17 00:05:22 main:574] : INFO : Epoch 1593 | loss: 0.0311217 | val_loss: 0.0311527 | Time: 2064.95 ms
[2021-05-17 00:05:24 main:574] : INFO : Epoch 1594 | loss: 0.0311214 | val_loss: 0.0311494 | Time: 2061.02 ms
[2021-05-17 00:05:27 main:574] : INFO : Epoch 1595 | loss: 0.0311217 | val_loss: 0.0311527 | Time: 2061.49 ms
[2021-05-17 00:05:29 main:574] : INFO : Epoch 1596 | loss: 0.031121 | val_loss: 0.0311532 | Time: 2095.03 ms
[2021-05-17 00:05:31 main:574] : INFO : Epoch 1597 | loss: 0.0311203 | val_loss: 0.0311535 | Time: 2067.91 ms
[2021-05-17 00:05:33 main:574] : INFO : Epoch 1598 | loss: 0.0311211 | val_loss: 0.0311477 | Time: 2071.28 ms
[2021-05-17 00:05:35 main:574] : INFO : Epoch 1599 | loss: 0.0311194 | val_loss: 0.0311562 | Time: 2083.1 ms
[2021-05-17 00:05:37 main:574] : INFO : Epoch 1600 | loss: 0.0311215 | val_loss: 0.0311487 | Time: 2080.46 ms
[2021-05-17 00:05:39 main:574] : INFO : Epoch 1601 | loss: 0.0311198 | val_loss: 0.0311492 | Time: 2044.33 ms
[2021-05-17 00:05:42 main:574] : INFO : Epoch 1602 | loss: 0.0311228 | val_loss: 0.0311487 | Time: 2101.01 ms
[2021-05-17 00:05:44 main:574] : INFO : Epoch 1603 | loss: 0.0311213 | val_loss: 0.0311502 | Time: 2122.59 ms
[2021-05-17 00:05:46 main:574] : INFO : Epoch 1604 | loss: 0.031122 | val_loss: 0.0311522 | Time: 2124.91 ms
[2021-05-17 00:05:48 main:574] : INFO : Epoch 1605 | loss: 0.0311223 | val_loss: 0.031153 | Time: 2237.61 ms
[2021-05-17 00:05:50 main:574] : INFO : Epoch 1606 | loss: 0.0311224 | val_loss: 0.0311526 | Time: 2096.65 ms
[2021-05-17 00:05:53 main:574] : INFO : Epoch 1607 | loss: 0.0311222 | val_loss: 0.0311598 | Time: 2072.83 ms
[2021-05-17 00:05:55 main:574] : INFO : Epoch 1608 | loss: 0.0311214 | val_loss: 0.03115 | Time: 2076.45 ms
[2021-05-17 00:05:57 main:574] : INFO : Epoch 1609 | loss: 0.0311192 | val_loss: 0.0311548 | Time: 2077.8 ms
[2021-05-17 00:05:59 main:574] : INFO : Epoch 1610 | loss: 0.0311186 | val_loss: 0.0311578 | Time: 2099.33 ms
[2021-05-17 00:06:01 main:574] : INFO : Epoch 1611 | loss: 0.0311167 | val_loss: 0.0311513 | Time: 2076.85 ms
[2021-05-17 00:06:03 main:574] : INFO : Epoch 1612 | loss: 0.0311163 | val_loss: 0.0311567 | Time: 2054.89 ms
[2021-05-17 00:06:05 main:574] : INFO : Epoch 1613 | loss: 0.0311172 | val_loss: 0.0311557 | Time: 2098.7 ms
[2021-05-17 00:06:08 main:574] : INFO : Epoch 1614 | loss: 0.0311187 | val_loss: 0.0311551 | Time: 2069.63 ms
[2021-05-17 00:06:10 main:574] : INFO : Epoch 1615 | loss: 0.0311158 | val_loss: 0.0311527 | Time: 2091.88 ms
[2021-05-17 00:06:12 main:574] : INFO : Epoch 1616 | loss: 0.0311139 | val_loss: 0.0311519 | Time: 2063.49 ms
[2021-05-17 00:06:14 main:574] : INFO : Epoch 1617 | loss: 0.0311164 | val_loss: 0.0311558 | Time: 2099.75 ms
[2021-05-17 00:06:16 main:574] : INFO : Epoch 1618 | loss: 0.0311198 | val_loss: 0.0311532 | Time: 2080.72 ms
[2021-05-17 00:06:18 main:574] : INFO : Epoch 1619 | loss: 0.0311162 | val_loss: 0.0311652 | Time: 2069.7 ms
[2021-05-17 00:06:20 main:574] : INFO : Epoch 1620 | loss: 0.031117 | val_loss: 0.0311566 | Time: 2071.74 ms
[2021-05-17 00:06:23 main:574] : INFO : Epoch 1621 | loss: 0.0311159 | val_loss: 0.0311581 | Time: 2067.52 ms
[2021-05-17 00:06:25 main:574] : INFO : Epoch 1622 | loss: 0.0311158 | val_loss: 0.0311497 | Time: 2065.16 ms
[2021-05-17 00:06:27 main:574] : INFO : Epoch 1623 | loss: 0.0311144 | val_loss: 0.0311579 | Time: 2064.38 ms
[2021-05-17 00:06:29 main:574] : INFO : Epoch 1624 | loss: 0.0311139 | val_loss: 0.0311577 | Time: 2077.57 ms
[2021-05-17 00:06:31 main:574] : INFO : Epoch 1625 | loss: 0.0311172 | val_loss: 0.0311573 | Time: 2052.58 ms
[2021-05-17 00:06:33 main:574] : INFO : Epoch 1626 | loss: 0.0311213 | val_loss: 0.0311618 | Time: 2070.75 ms
[2021-05-17 00:06:35 main:574] : INFO : Epoch 1627 | loss: 0.0311218 | val_loss: 0.031152 | Time: 2058.68 ms
[2021-05-17 00:06:38 main:574] : INFO : Epoch 1628 | loss: 0.0311173 | val_loss: 0.0311615 | Time: 2092.87 ms
[2021-05-17 00:06:40 main:574] : INFO : Epoch 1629 | loss: 0.0311159 | val_loss: 0.031153 | Time: 2066.11 ms
[2021-05-17 00:06:42 main:574] : INFO : Epoch 1630 | loss: 0.0311173 | val_loss: 0.0311535 | Time: 2053.21 ms
[2021-05-17 00:06:44 main:574] : INFO : Epoch 1631 | loss: 0.0311164 | val_loss: 0.0311556 | Time: 2076.38 ms
[2021-05-17 00:06:46 main:574] : INFO : Epoch 1632 | loss: 0.0311134 | val_loss: 0.0311533 | Time: 2085.99 ms
[2021-05-17 00:06:48 main:574] : INFO : Epoch 1633 | loss: 0.0311128 | val_loss: 0.0311534 | Time: 2075.41 ms
[2021-05-17 00:06:50 main:574] : INFO : Epoch 1634 | loss: 0.0311183 | val_loss: 0.0311584 | Time: 2073.91 ms
[2021-05-17 00:06:53 main:574] : INFO : Epoch 1635 | loss: 0.0311221 | val_loss: 0.0311499 | Time: 2076.98 ms
[2021-05-17 00:06:55 main:574] : INFO : Epoch 1636 | loss: 0.0311195 | val_loss: 0.03115 | Time: 2085.74 ms
[2021-05-17 00:06:57 main:574] : INFO : Epoch 1637 | loss: 0.0311184 | val_loss: 0.0311519 | Time: 2084.01 ms
[2021-05-17 00:06:59 main:574] : INFO : Epoch 1638 | loss: 0.0311205 | val_loss: 0.0311542 | Time: 2080.2 ms
[2021-05-17 00:07:01 main:574] : INFO : Epoch 1639 | loss: 0.031118 | val_loss: 0.0311519 | Time: 2077.66 ms
[2021-05-17 00:07:03 main:574] : INFO : Epoch 1640 | loss: 0.0311176 | val_loss: 0.0311526 | Time: 2073.49 ms
[2021-05-17 00:07:05 main:574] : INFO : Epoch 1641 | loss: 0.0311182 | val_loss: 0.0311565 | Time: 2061.74 ms
[2021-05-17 00:07:08 main:574] : INFO : Epoch 1642 | loss: 0.0311172 | val_loss: 0.0311557 | Time: 2082.9 ms
[2021-05-17 00:07:10 main:574] : INFO : Epoch 1643 | loss: 0.0311194 | val_loss: 0.0311646 | Time: 2067.1 ms
[2021-05-17 00:07:12 main:574] : INFO : Epoch 1644 | loss: 0.0311206 | val_loss: 0.0311626 | Time: 2082.71 ms
[2021-05-17 00:07:14 main:574] : INFO : Epoch 1645 | loss: 0.0311185 | val_loss: 0.0311593 | Time: 2066.15 ms
[2021-05-17 00:07:16 main:574] : INFO : Epoch 1646 | loss: 0.0311168 | val_loss: 0.0311588 | Time: 2063.06 ms
[2021-05-17 00:07:18 main:574] : INFO : Epoch 1647 | loss: 0.0311167 | val_loss: 0.0311582 | Time: 2065.95 ms
[2021-05-17 00:07:21 main:574] : INFO : Epoch 1648 | loss: 0.0311198 | val_loss: 0.0311592 | Time: 2134.21 ms
[2021-05-17 00:07:23 main:574] : INFO : Epoch 1649 | loss: 0.0311159 | val_loss: 0.0311622 | Time: 2099.69 ms
[2021-05-17 00:07:25 main:574] : INFO : Epoch 1650 | loss: 0.0311144 | val_loss: 0.0311615 | Time: 2170.33 ms
[2021-05-17 00:07:28 main:574] : INFO : Epoch 1651 | loss: 0.0311152 | val_loss: 0.0311545 | Time: 2195 ms
[2021-05-17 00:07:30 main:574] : INFO : Epoch 1652 | loss: 0.0311146 | val_loss: 0.0311565 | Time: 2324.95 ms
[2021-05-17 00:07:32 main:574] : INFO : Epoch 1653 | loss: 0.0311139 | val_loss: 0.0311557 | Time: 2168.06 ms
[2021-05-17 00:07:35 main:574] : INFO : Epoch 1654 | loss: 0.0311125 | val_loss: 0.03116 | Time: 2220.23 ms
[2021-05-17 00:07:37 main:574] : INFO : Epoch 1655 | loss: 0.0311115 | val_loss: 0.031158 | Time: 2179.58 ms
[2021-05-17 00:07:39 main:574] : INFO : Epoch 1656 | loss: 0.031111 | val_loss: 0.0311566 | Time: 2186.66 ms
[2021-05-17 00:07:41 main:574] : INFO : Epoch 1657 | loss: 0.0311109 | val_loss: 0.0311582 | Time: 2169.71 ms
[2021-05-17 00:07:44 main:574] : INFO : Epoch 1658 | loss: 0.031114 | val_loss: 0.0311538 | Time: 2310.77 ms
[2021-05-17 00:07:46 main:574] : INFO : Epoch 1659 | loss: 0.0311131 | val_loss: 0.0311579 | Time: 2304.96 ms
[2021-05-17 00:07:49 main:574] : INFO : Epoch 1660 | loss: 0.0311092 | val_loss: 0.0311586 | Time: 2221.01 ms
[2021-05-17 00:07:51 main:574] : INFO : Epoch 1661 | loss: 0.0311067 | val_loss: 0.0311631 | Time: 2176.24 ms
[2021-05-17 00:07:53 main:574] : INFO : Epoch 1662 | loss: 0.0311081 | val_loss: 0.0311566 | Time: 2146.02 ms
[2021-05-17 00:07:55 main:574] : INFO : Epoch 1663 | loss: 0.0311087 | val_loss: 0.0311637 | Time: 2168.17 ms
[2021-05-17 00:07:57 main:574] : INFO : Epoch 1664 | loss: 0.0311092 | val_loss: 0.0311662 | Time: 2154.79 ms
[2021-05-17 00:08:00 main:574] : INFO : Epoch 1665 | loss: 0.0311082 | val_loss: 0.0311628 | Time: 2203.35 ms
[2021-05-17 00:08:02 main:574] : INFO : Epoch 1666 | loss: 0.0311071 | val_loss: 0.0311687 | Time: 2173.93 ms
[2021-05-17 00:08:04 main:574] : INFO : Epoch 1667 | loss: 0.0311093 | val_loss: 0.0311707 | Time: 2196.2 ms
[2021-05-17 00:08:06 main:574] : INFO : Epoch 1668 | loss: 0.0311138 | val_loss: 0.031161 | Time: 2190.81 ms
[2021-05-17 00:08:09 main:574] : INFO : Epoch 1669 | loss: 0.0311099 | val_loss: 0.0311557 | Time: 2216.84 ms
[2021-05-17 00:08:11 main:574] : INFO : Epoch 1670 | loss: 0.0311075 | val_loss: 0.0311584 | Time: 2172.59 ms
[2021-05-17 00:08:13 main:574] : INFO : Epoch 1671 | loss: 0.0311155 | val_loss: 0.0311531 | Time: 2203.98 ms
[2021-05-17 00:08:16 main:574] : INFO : Epoch 1672 | loss: 0.0311156 | val_loss: 0.0311575 | Time: 2219.92 ms
[2021-05-17 00:08:18 main:574] : INFO : Epoch 1673 | loss: 0.0311161 | val_loss: 0.0311548 | Time: 2183.89 ms
[2021-05-17 00:08:20 main:574] : INFO : Epoch 1674 | loss: 0.0311153 | val_loss: 0.031163 | Time: 2221.18 ms
[2021-05-17 00:08:22 main:574] : INFO : Epoch 1675 | loss: 0.031117 | val_loss: 0.031155 | Time: 2251.81 ms
[2021-05-17 00:08:25 main:574] : INFO : Epoch 1676 | loss: 0.0311132 | val_loss: 0.03116 | Time: 2197.17 ms
[2021-05-17 00:08:27 main:574] : INFO : Epoch 1677 | loss: 0.0311113 | val_loss: 0.0311569 | Time: 2208.74 ms
[2021-05-17 00:08:29 main:574] : INFO : Epoch 1678 | loss: 0.0311141 | val_loss: 0.0311544 | Time: 2230.26 ms
[2021-05-17 00:08:32 main:574] : INFO : Epoch 1679 | loss: 0.031112 | val_loss: 0.0311558 | Time: 2161.77 ms
[2021-05-17 00:08:34 main:574] : INFO : Epoch 1680 | loss: 0.0311137 | val_loss: 0.0311538 | Time: 2275.96 ms
[2021-05-17 00:08:36 main:574] : INFO : Epoch 1681 | loss: 0.0311169 | val_loss: 0.0311552 | Time: 2187.14 ms
[2021-05-17 00:08:38 main:574] : INFO : Epoch 1682 | loss: 0.0311189 | val_loss: 0.0311493 | Time: 2155.19 ms
[2021-05-17 00:08:41 main:574] : INFO : Epoch 1683 | loss: 0.0311191 | val_loss: 0.031155 | Time: 2144.87 ms
[2021-05-17 00:08:43 main:574] : INFO : Epoch 1684 | loss: 0.0311201 | val_loss: 0.0311508 | Time: 2148.72 ms
[2021-05-17 00:08:45 main:574] : INFO : Epoch 1685 | loss: 0.0311181 | val_loss: 0.031161 | Time: 2179.44 ms
[2021-05-17 00:08:47 main:574] : INFO : Epoch 1686 | loss: 0.0311183 | val_loss: 0.0311587 | Time: 2146.33 ms
[2021-05-17 00:08:49 main:574] : INFO : Epoch 1687 | loss: 0.0311188 | val_loss: 0.0311614 | Time: 2190.45 ms
[2021-05-17 00:08:52 main:574] : INFO : Epoch 1688 | loss: 0.0311179 | val_loss: 0.0311602 | Time: 2203.23 ms
[2021-05-17 00:08:54 main:574] : INFO : Epoch 1689 | loss: 0.0311168 | val_loss: 0.0311641 | Time: 2183.73 ms
[2021-05-17 00:08:56 main:574] : INFO : Epoch 1690 | loss: 0.0311146 | val_loss: 0.0311601 | Time: 2200.85 ms
[2021-05-17 00:08:58 main:574] : INFO : Epoch 1691 | loss: 0.0311171 | val_loss: 0.0311597 | Time: 2166.33 ms
[2021-05-17 00:09:01 main:574] : INFO : Epoch 1692 | loss: 0.0311183 | val_loss: 0.0311587 | Time: 2199.42 ms
[2021-05-17 00:09:03 main:574] : INFO : Epoch 1693 | loss: 0.0311158 | val_loss: 0.0311582 | Time: 2195.73 ms
[2021-05-17 00:09:05 main:574] : INFO : Epoch 1694 | loss: 0.0311162 | val_loss: 0.0311591 | Time: 2209.96 ms
[2021-05-17 00:09:08 main:574] : INFO : Epoch 1695 | loss: 0.0311136 | val_loss: 0.0311605 | Time: 2182.35 ms
[2021-05-17 00:09:10 main:574] : INFO : Epoch 1696 | loss: 0.031113 | val_loss: 0.0311559 | Time: 2231.28 ms
[2021-05-17 00:09:12 main:574] : INFO : Epoch 1697 | loss: 0.0311137 | val_loss: 0.0311557 | Time: 2154.23 ms
[2021-05-17 00:09:14 main:574] : INFO : Epoch 1698 | loss: 0.0311117 | val_loss: 0.0311643 | Time: 2157.33 ms
[2021-05-17 00:09:17 main:574] : INFO : Epoch 1699 | loss: 0.0311122 | val_loss: 0.0311564 | Time: 2166.32 ms
[2021-05-17 00:09:19 main:574] : INFO : Epoch 1700 | loss: 0.0311135 | val_loss: 0.03116 | Time: 2151.43 ms
[2021-05-17 00:09:21 main:574] : INFO : Epoch 1701 | loss: 0.0311131 | val_loss: 0.0311595 | Time: 2185.68 ms
[2021-05-17 00:09:23 main:574] : INFO : Epoch 1702 | loss: 0.0311203 | val_loss: 0.0311712 | Time: 2131.34 ms
[2021-05-17 00:09:26 main:574] : INFO : Epoch 1703 | loss: 0.0311204 | val_loss: 0.0311575 | Time: 2154.1 ms
[2021-05-17 00:09:28 main:574] : INFO : Epoch 1704 | loss: 0.0311162 | val_loss: 0.0311546 | Time: 2144.89 ms
[2021-05-17 00:09:30 main:574] : INFO : Epoch 1705 | loss: 0.0311186 | val_loss: 0.0311527 | Time: 2194.98 ms
[2021-05-17 00:09:32 main:574] : INFO : Epoch 1706 | loss: 0.0311148 | val_loss: 0.0311627 | Time: 2195.01 ms
[2021-05-17 00:09:35 main:574] : INFO : Epoch 1707 | loss: 0.0311147 | val_loss: 0.0311617 | Time: 2248.53 ms
[2021-05-17 00:09:37 main:574] : INFO : Epoch 1708 | loss: 0.0311183 | val_loss: 0.0311696 | Time: 2173.5 ms
[2021-05-17 00:09:39 main:574] : INFO : Epoch 1709 | loss: 0.0311158 | val_loss: 0.0311725 | Time: 2259.29 ms
[2021-05-17 00:09:41 main:574] : INFO : Epoch 1710 | loss: 0.0311154 | val_loss: 0.031156 | Time: 2191.4 ms
[2021-05-17 00:09:44 main:574] : INFO : Epoch 1711 | loss: 0.0311133 | val_loss: 0.031161 | Time: 2288.46 ms
[2021-05-17 00:09:46 main:574] : INFO : Epoch 1712 | loss: 0.0311115 | val_loss: 0.0311574 | Time: 2187.13 ms
[2021-05-17 00:09:48 main:574] : INFO : Epoch 1713 | loss: 0.0311144 | val_loss: 0.0311612 | Time: 2210.45 ms
[2021-05-17 00:09:51 main:574] : INFO : Epoch 1714 | loss: 0.0311139 | val_loss: 0.0311571 | Time: 2219.15 ms
[2021-05-17 00:09:53 main:574] : INFO : Epoch 1715 | loss: 0.0311137 | val_loss: 0.0311511 | Time: 2235.71 ms
[2021-05-17 00:09:55 main:574] : INFO : Epoch 1716 | loss: 0.0311177 | val_loss: 0.0311536 | Time: 2307.42 ms
[2021-05-17 00:09:57 main:574] : INFO : Epoch 1717 | loss: 0.0311168 | val_loss: 0.0311497 | Time: 2151.45 ms
[2021-05-17 00:10:00 main:574] : INFO : Epoch 1718 | loss: 0.0311159 | val_loss: 0.0311534 | Time: 2256.47 ms
[2021-05-17 00:10:05 main:574] : INFO : Epoch 1719 | loss: 0.0311164 | val_loss: 0.0311534 | Time: 5080.61 ms
[2021-05-17 00:10:09 main:574] : INFO : Epoch 1720 | loss: 0.031113 | val_loss: 0.0311553 | Time: 4494.04 ms
[2021-05-17 00:10:13 main:574] : INFO : Epoch 1721 | loss: 0.0311141 | val_loss: 0.0311514 | Time: 3165.9 ms
[2021-05-17 00:10:17 main:574] : INFO : Epoch 1722 | loss: 0.0311133 | val_loss: 0.0311527 | Time: 3880.26 ms
[2021-05-17 00:10:20 main:574] : INFO : Epoch 1723 | loss: 0.0311126 | val_loss: 0.0311546 | Time: 2881.7 ms
[2021-05-17 00:10:22 main:574] : INFO : Epoch 1724 | loss: 0.0311123 | val_loss: 0.0311612 | Time: 2443.53 ms
[2021-05-17 00:10:25 main:574] : INFO : Epoch 1725 | loss: 0.0311112 | val_loss: 0.0311519 | Time: 2162.87 ms
[2021-05-17 00:10:27 main:574] : INFO : Epoch 1726 | loss: 0.0311131 | val_loss: 0.0311544 | Time: 2127.31 ms
[2021-05-17 00:10:29 main:574] : INFO : Epoch 1727 | loss: 0.0311129 | val_loss: 0.0311589 | Time: 2190.57 ms
[2021-05-17 00:10:31 main:574] : INFO : Epoch 1728 | loss: 0.0311141 | val_loss: 0.0311576 | Time: 2080.89 ms
[2021-05-17 00:10:33 main:574] : INFO : Epoch 1729 | loss: 0.031112 | val_loss: 0.0311554 | Time: 2069.01 ms
[2021-05-17 00:10:35 main:574] : INFO : Epoch 1730 | loss: 0.0311099 | val_loss: 0.0311582 | Time: 2091.04 ms
[2021-05-17 00:10:38 main:574] : INFO : Epoch 1731 | loss: 0.0311098 | val_loss: 0.0311588 | Time: 2084.61 ms
[2021-05-17 00:10:40 main:574] : INFO : Epoch 1732 | loss: 0.0311129 | val_loss: 0.0311634 | Time: 2096.37 ms
[2021-05-17 00:10:42 main:574] : INFO : Epoch 1733 | loss: 0.031115 | val_loss: 0.0311576 | Time: 2080.95 ms
[2021-05-17 00:10:44 main:574] : INFO : Epoch 1734 | loss: 0.0311087 | val_loss: 0.0311586 | Time: 2079.19 ms
[2021-05-17 00:10:46 main:574] : INFO : Epoch 1735 | loss: 0.0311096 | val_loss: 0.0311527 | Time: 2071.44 ms
[2021-05-17 00:10:48 main:574] : INFO : Epoch 1736 | loss: 0.0311097 | val_loss: 0.031158 | Time: 2080.87 ms
[2021-05-17 00:10:51 main:574] : INFO : Epoch 1737 | loss: 0.0311103 | val_loss: 0.0311543 | Time: 2112.18 ms
[2021-05-17 00:10:53 main:574] : INFO : Epoch 1738 | loss: 0.0311107 | val_loss: 0.0311528 | Time: 2067.35 ms
[2021-05-17 00:10:55 main:574] : INFO : Epoch 1739 | loss: 0.0311105 | val_loss: 0.0311512 | Time: 2041.85 ms
[2021-05-17 00:10:57 main:574] : INFO : Epoch 1740 | loss: 0.0311111 | val_loss: 0.0311498 | Time: 2086.51 ms
[2021-05-17 00:10:59 main:574] : INFO : Epoch 1741 | loss: 0.0311105 | val_loss: 0.0311545 | Time: 2078.15 ms
[2021-05-17 00:11:01 main:574] : INFO : Epoch 1742 | loss: 0.0311086 | val_loss: 0.0311511 | Time: 2090.26 ms
[2021-05-17 00:11:03 main:574] : INFO : Epoch 1743 | loss: 0.0311074 | val_loss: 0.0311552 | Time: 2068.94 ms
[2021-05-17 00:11:06 main:574] : INFO : Epoch 1744 | loss: 0.0311067 | val_loss: 0.0311517 | Time: 2086.18 ms
[2021-05-17 00:11:08 main:574] : INFO : Epoch 1745 | loss: 0.0311099 | val_loss: 0.0311525 | Time: 2084.39 ms
[2021-05-17 00:11:10 main:574] : INFO : Epoch 1746 | loss: 0.0311138 | val_loss: 0.0311539 | Time: 2078.71 ms
[2021-05-17 00:11:12 main:574] : INFO : Epoch 1747 | loss: 0.03111 | val_loss: 0.0311558 | Time: 2123.28 ms
[2021-05-17 00:11:14 main:574] : INFO : Epoch 1748 | loss: 0.0311097 | val_loss: 0.0311574 | Time: 2104.95 ms
[2021-05-17 00:11:17 main:574] : INFO : Epoch 1749 | loss: 0.0311091 | val_loss: 0.0311555 | Time: 2086.34 ms
[2021-05-17 00:11:19 main:574] : INFO : Epoch 1750 | loss: 0.0311098 | val_loss: 0.0311533 | Time: 2058.95 ms
[2021-05-17 00:11:21 main:574] : INFO : Epoch 1751 | loss: 0.031112 | val_loss: 0.0311578 | Time: 2057.88 ms
[2021-05-17 00:11:23 main:574] : INFO : Epoch 1752 | loss: 0.0311143 | val_loss: 0.0311563 | Time: 2121.64 ms
[2021-05-17 00:11:25 main:574] : INFO : Epoch 1753 | loss: 0.0311262 | val_loss: 0.0311535 | Time: 2080.86 ms
[2021-05-17 00:11:27 main:574] : INFO : Epoch 1754 | loss: 0.0311237 | val_loss: 0.0311537 | Time: 2107.09 ms
[2021-05-17 00:11:30 main:574] : INFO : Epoch 1755 | loss: 0.0311208 | val_loss: 0.0311478 | Time: 2117.45 ms
[2021-05-17 00:11:32 main:574] : INFO : Epoch 1756 | loss: 0.0311162 | val_loss: 0.0311528 | Time: 2121.77 ms
[2021-05-17 00:11:34 main:574] : INFO : Epoch 1757 | loss: 0.0311116 | val_loss: 0.0311536 | Time: 2110.37 ms
[2021-05-17 00:11:36 main:574] : INFO : Epoch 1758 | loss: 0.0311123 | val_loss: 0.0311505 | Time: 2080.03 ms
[2021-05-17 00:11:38 main:574] : INFO : Epoch 1759 | loss: 0.0311127 | val_loss: 0.0311516 | Time: 2073.53 ms
[2021-05-17 00:11:40 main:574] : INFO : Epoch 1760 | loss: 0.0311123 | val_loss: 0.031154 | Time: 2112.04 ms
[2021-05-17 00:11:43 main:574] : INFO : Epoch 1761 | loss: 0.0311136 | val_loss: 0.0311578 | Time: 2102.1 ms
[2021-05-17 00:11:45 main:574] : INFO : Epoch 1762 | loss: 0.0311151 | val_loss: 0.0311507 | Time: 2086.73 ms
[2021-05-17 00:11:47 main:574] : INFO : Epoch 1763 | loss: 0.0311164 | val_loss: 0.0311547 | Time: 2190.63 ms
[2021-05-17 00:11:49 main:574] : INFO : Epoch 1764 | loss: 0.0311128 | val_loss: 0.0311531 | Time: 2118.68 ms
[2021-05-17 00:11:51 main:574] : INFO : Epoch 1765 | loss: 0.0311104 | val_loss: 0.0311539 | Time: 2085.06 ms
[2021-05-17 00:11:54 main:574] : INFO : Epoch 1766 | loss: 0.0311105 | val_loss: 0.031149 | Time: 2067.53 ms
[2021-05-17 00:11:56 main:574] : INFO : Epoch 1767 | loss: 0.0311094 | val_loss: 0.0311687 | Time: 2092.14 ms
[2021-05-17 00:11:58 main:574] : INFO : Epoch 1768 | loss: 0.0311151 | val_loss: 0.0311614 | Time: 2100.14 ms
[2021-05-17 00:12:00 main:574] : INFO : Epoch 1769 | loss: 0.0311119 | val_loss: 0.0311562 | Time: 2098.91 ms
[2021-05-17 00:12:02 main:574] : INFO : Epoch 1770 | loss: 0.0311106 | val_loss: 0.0311613 | Time: 2076.92 ms
[2021-05-17 00:12:04 main:574] : INFO : Epoch 1771 | loss: 0.0311092 | val_loss: 0.031155 | Time: 2079.42 ms
[2021-05-17 00:12:06 main:574] : INFO : Epoch 1772 | loss: 0.0311095 | val_loss: 0.0311556 | Time: 2098.48 ms
[2021-05-17 00:12:09 main:574] : INFO : Epoch 1773 | loss: 0.0311104 | val_loss: 0.031156 | Time: 2065.36 ms
[2021-05-17 00:12:11 main:574] : INFO : Epoch 1774 | loss: 0.0311112 | val_loss: 0.0311554 | Time: 2059.41 ms
[2021-05-17 00:12:13 main:574] : INFO : Epoch 1775 | loss: 0.0311108 | val_loss: 0.0311538 | Time: 2058.32 ms
[2021-05-17 00:12:15 main:574] : INFO : Epoch 1776 | loss: 0.0311079 | val_loss: 0.0311503 | Time: 2083.4 ms
[2021-05-17 00:12:17 main:574] : INFO : Epoch 1777 | loss: 0.0311099 | val_loss: 0.0311646 | Time: 2080.16 ms
[2021-05-17 00:12:19 main:574] : INFO : Epoch 1778 | loss: 0.0311129 | val_loss: 0.0311569 | Time: 2097.65 ms
[2021-05-17 00:12:21 main:574] : INFO : Epoch 1779 | loss: 0.0311169 | val_loss: 0.0311582 | Time: 2069.77 ms
[2021-05-17 00:12:24 main:574] : INFO : Epoch 1780 | loss: 0.0311144 | val_loss: 0.0311552 | Time: 2104.87 ms
[2021-05-17 00:12:26 main:574] : INFO : Epoch 1781 | loss: 0.031116 | val_loss: 0.0311509 | Time: 2086.16 ms
[2021-05-17 00:12:28 main:574] : INFO : Epoch 1782 | loss: 0.0311201 | val_loss: 0.0311529 | Time: 2057.85 ms
[2021-05-17 00:12:30 main:574] : INFO : Epoch 1783 | loss: 0.031123 | val_loss: 0.0311523 | Time: 2046.05 ms
[2021-05-17 00:12:32 main:574] : INFO : Epoch 1784 | loss: 0.0311185 | val_loss: 0.0311512 | Time: 2076.29 ms
[2021-05-17 00:12:34 main:574] : INFO : Epoch 1785 | loss: 0.0311179 | val_loss: 0.0311548 | Time: 2105.28 ms
[2021-05-17 00:12:37 main:574] : INFO : Epoch 1786 | loss: 0.0311171 | val_loss: 0.0311475 | Time: 2064.75 ms
[2021-05-17 00:12:39 main:574] : INFO : Epoch 1787 | loss: 0.0311154 | val_loss: 0.0311535 | Time: 2077.69 ms
[2021-05-17 00:12:41 main:574] : INFO : Epoch 1788 | loss: 0.0311155 | val_loss: 0.0311536 | Time: 2104.53 ms
[2021-05-17 00:12:43 main:574] : INFO : Epoch 1789 | loss: 0.0311156 | val_loss: 0.0311518 | Time: 2086.15 ms
[2021-05-17 00:12:45 main:574] : INFO : Epoch 1790 | loss: 0.0311146 | val_loss: 0.0311611 | Time: 2096.27 ms
[2021-05-17 00:12:47 main:574] : INFO : Epoch 1791 | loss: 0.0311173 | val_loss: 0.03116 | Time: 2111.26 ms
[2021-05-17 00:12:50 main:574] : INFO : Epoch 1792 | loss: 0.0311185 | val_loss: 0.0311494 | Time: 2080.61 ms
[2021-05-17 00:12:52 main:574] : INFO : Epoch 1793 | loss: 0.0311284 | val_loss: 0.0311533 | Time: 2074.8 ms
[2021-05-17 00:12:54 main:574] : INFO : Epoch 1794 | loss: 0.0311246 | val_loss: 0.0311607 | Time: 2073.85 ms
[2021-05-17 00:12:56 main:574] : INFO : Epoch 1795 | loss: 0.0311243 | val_loss: 0.0311548 | Time: 2085.56 ms
[2021-05-17 00:12:58 main:574] : INFO : Epoch 1796 | loss: 0.0311232 | val_loss: 0.0311784 | Time: 2062.61 ms
[2021-05-17 00:13:00 main:574] : INFO : Epoch 1797 | loss: 0.0311285 | val_loss: 0.0311694 | Time: 2089.94 ms
[2021-05-17 00:13:02 main:574] : INFO : Epoch 1798 | loss: 0.0311208 | val_loss: 0.0311551 | Time: 2054.61 ms
[2021-05-17 00:13:05 main:574] : INFO : Epoch 1799 | loss: 0.0311173 | val_loss: 0.03116 | Time: 2063.9 ms
[2021-05-17 00:13:07 main:574] : INFO : Epoch 1800 | loss: 0.0311194 | val_loss: 0.0311675 | Time: 2071.2 ms
[2021-05-17 00:13:09 main:574] : INFO : Epoch 1801 | loss: 0.0311218 | val_loss: 0.0311639 | Time: 2083.17 ms
[2021-05-17 00:13:11 main:574] : INFO : Epoch 1802 | loss: 0.0311201 | val_loss: 0.0311588 | Time: 2087.94 ms
[2021-05-17 00:13:13 main:574] : INFO : Epoch 1803 | loss: 0.0311153 | val_loss: 0.0311568 | Time: 2078.33 ms
[2021-05-17 00:13:15 main:574] : INFO : Epoch 1804 | loss: 0.0311145 | val_loss: 0.031158 | Time: 2052.51 ms
[2021-05-17 00:13:17 main:574] : INFO : Epoch 1805 | loss: 0.0311155 | val_loss: 0.0311584 | Time: 2072.49 ms
[2021-05-17 00:13:19 main:574] : INFO : Epoch 1806 | loss: 0.0311121 | val_loss: 0.0311554 | Time: 2084.25 ms
[2021-05-17 00:13:22 main:574] : INFO : Epoch 1807 | loss: 0.0311113 | val_loss: 0.0311531 | Time: 2078.26 ms
[2021-05-17 00:13:24 main:574] : INFO : Epoch 1808 | loss: 0.0311134 | val_loss: 0.0311662 | Time: 2059.29 ms
[2021-05-17 00:13:26 main:574] : INFO : Epoch 1809 | loss: 0.0311147 | val_loss: 0.031158 | Time: 2052.29 ms
[2021-05-17 00:13:28 main:574] : INFO : Epoch 1810 | loss: 0.0311117 | val_loss: 0.0311551 | Time: 2064.72 ms
[2021-05-17 00:13:30 main:574] : INFO : Epoch 1811 | loss: 0.0311117 | val_loss: 0.0311539 | Time: 2107.05 ms
[2021-05-17 00:13:32 main:574] : INFO : Epoch 1812 | loss: 0.0311114 | val_loss: 0.0311594 | Time: 2101 ms
[2021-05-17 00:13:35 main:574] : INFO : Epoch 1813 | loss: 0.0311098 | val_loss: 0.0311585 | Time: 2059.43 ms
[2021-05-17 00:13:37 main:574] : INFO : Epoch 1814 | loss: 0.0311128 | val_loss: 0.0311543 | Time: 2089.95 ms
[2021-05-17 00:13:39 main:574] : INFO : Epoch 1815 | loss: 0.0311113 | val_loss: 0.0311568 | Time: 2057.72 ms
[2021-05-17 00:13:41 main:574] : INFO : Epoch 1816 | loss: 0.0311098 | val_loss: 0.0311582 | Time: 2103.41 ms
[2021-05-17 00:13:43 main:574] : INFO : Epoch 1817 | loss: 0.0311091 | val_loss: 0.0311534 | Time: 2081.64 ms
[2021-05-17 00:13:45 main:574] : INFO : Epoch 1818 | loss: 0.0311126 | val_loss: 0.0311646 | Time: 2097.39 ms
[2021-05-17 00:13:47 main:574] : INFO : Epoch 1819 | loss: 0.031113 | val_loss: 0.0311615 | Time: 2084.42 ms
[2021-05-17 00:13:50 main:574] : INFO : Epoch 1820 | loss: 0.0311104 | val_loss: 0.0311559 | Time: 2058.54 ms
[2021-05-17 00:13:52 main:574] : INFO : Epoch 1821 | loss: 0.0311121 | val_loss: 0.0311645 | Time: 2080.41 ms
[2021-05-17 00:13:54 main:574] : INFO : Epoch 1822 | loss: 0.0311173 | val_loss: 0.0311614 | Time: 2081.77 ms
[2021-05-17 00:13:56 main:574] : INFO : Epoch 1823 | loss: 0.031116 | val_loss: 0.0311615 | Time: 2063.45 ms
[2021-05-17 00:13:58 main:574] : INFO : Epoch 1824 | loss: 0.0311124 | val_loss: 0.0311537 | Time: 2074.53 ms
[2021-05-17 00:14:00 main:574] : INFO : Epoch 1825 | loss: 0.0311124 | val_loss: 0.0311557 | Time: 2078.61 ms
[2021-05-17 00:14:02 main:574] : INFO : Epoch 1826 | loss: 0.0311127 | val_loss: 0.0311547 | Time: 2061.16 ms
[2021-05-17 00:14:05 main:574] : INFO : Epoch 1827 | loss: 0.0311157 | val_loss: 0.0311554 | Time: 2080.1 ms
[2021-05-17 00:14:07 main:574] : INFO : Epoch 1828 | loss: 0.0311131 | val_loss: 0.0311584 | Time: 2081.69 ms
[2021-05-17 00:14:09 main:574] : INFO : Epoch 1829 | loss: 0.03111 | val_loss: 0.0311602 | Time: 2080.1 ms
[2021-05-17 00:14:11 main:574] : INFO : Epoch 1830 | loss: 0.031111 | val_loss: 0.0311564 | Time: 2068.6 ms
[2021-05-17 00:14:13 main:574] : INFO : Epoch 1831 | loss: 0.0311122 | val_loss: 0.0311521 | Time: 2059.18 ms
[2021-05-17 00:14:15 main:574] : INFO : Epoch 1832 | loss: 0.031116 | val_loss: 0.0311594 | Time: 2084.7 ms
[2021-05-17 00:14:17 main:574] : INFO : Epoch 1833 | loss: 0.0311142 | val_loss: 0.0311541 | Time: 2092.74 ms
[2021-05-17 00:14:20 main:574] : INFO : Epoch 1834 | loss: 0.0311123 | val_loss: 0.03116 | Time: 2071.8 ms
[2021-05-17 00:14:22 main:574] : INFO : Epoch 1835 | loss: 0.0311115 | val_loss: 0.0311552 | Time: 2097.4 ms
[2021-05-17 00:14:24 main:574] : INFO : Epoch 1836 | loss: 0.0311079 | val_loss: 0.031155 | Time: 2064.55 ms
[2021-05-17 00:14:26 main:574] : INFO : Epoch 1837 | loss: 0.0311092 | val_loss: 0.0311515 | Time: 2072.84 ms
[2021-05-17 00:14:28 main:574] : INFO : Epoch 1838 | loss: 0.0311104 | val_loss: 0.0311568 | Time: 2065.54 ms
[2021-05-17 00:14:30 main:574] : INFO : Epoch 1839 | loss: 0.0311123 | val_loss: 0.0311554 | Time: 2045.62 ms
[2021-05-17 00:14:32 main:574] : INFO : Epoch 1840 | loss: 0.0311101 | val_loss: 0.0311591 | Time: 2080.72 ms
[2021-05-17 00:14:35 main:574] : INFO : Epoch 1841 | loss: 0.0311099 | val_loss: 0.031156 | Time: 2116.24 ms
[2021-05-17 00:14:37 main:574] : INFO : Epoch 1842 | loss: 0.0311097 | val_loss: 0.0311589 | Time: 2061.82 ms
[2021-05-17 00:14:39 main:574] : INFO : Epoch 1843 | loss: 0.0311081 | val_loss: 0.0311596 | Time: 2071.15 ms
[2021-05-17 00:14:41 main:574] : INFO : Epoch 1844 | loss: 0.0311083 | val_loss: 0.0311576 | Time: 2061.72 ms
[2021-05-17 00:14:43 main:574] : INFO : Epoch 1845 | loss: 0.0311087 | val_loss: 0.031166 | Time: 2102.19 ms
[2021-05-17 00:14:45 main:574] : INFO : Epoch 1846 | loss: 0.0311104 | val_loss: 0.0311575 | Time: 2085.09 ms
[2021-05-17 00:14:47 main:574] : INFO : Epoch 1847 | loss: 0.0311121 | val_loss: 0.0311586 | Time: 2109.78 ms
[2021-05-17 00:14:50 main:574] : INFO : Epoch 1848 | loss: 0.0311112 | val_loss: 0.0311616 | Time: 2083.11 ms
[2021-05-17 00:14:52 main:574] : INFO : Epoch 1849 | loss: 0.0311106 | val_loss: 0.0311592 | Time: 2108.42 ms
[2021-05-17 00:14:54 main:574] : INFO : Epoch 1850 | loss: 0.0311084 | val_loss: 0.031162 | Time: 2076.26 ms
[2021-05-17 00:14:56 main:574] : INFO : Epoch 1851 | loss: 0.0311117 | val_loss: 0.0311551 | Time: 2073.45 ms
[2021-05-17 00:14:58 main:574] : INFO : Epoch 1852 | loss: 0.0311175 | val_loss: 0.0311628 | Time: 2064.64 ms
[2021-05-17 00:15:00 main:574] : INFO : Epoch 1853 | loss: 0.0311174 | val_loss: 0.0311572 | Time: 2091.57 ms
[2021-05-17 00:15:03 main:574] : INFO : Epoch 1854 | loss: 0.0311138 | val_loss: 0.0311545 | Time: 2075.62 ms
[2021-05-17 00:15:05 main:574] : INFO : Epoch 1855 | loss: 0.0311133 | val_loss: 0.0311559 | Time: 2070.73 ms
[2021-05-17 00:15:07 main:574] : INFO : Epoch 1856 | loss: 0.0311176 | val_loss: 0.0311505 | Time: 2085.26 ms
[2021-05-17 00:15:09 main:574] : INFO : Epoch 1857 | loss: 0.0311152 | val_loss: 0.0311488 | Time: 2093.85 ms
[2021-05-17 00:15:11 main:574] : INFO : Epoch 1858 | loss: 0.031113 | val_loss: 0.0311493 | Time: 2090.14 ms
[2021-05-17 00:15:13 main:574] : INFO : Epoch 1859 | loss: 0.031112 | val_loss: 0.0311524 | Time: 2097.02 ms
[2021-05-17 00:15:15 main:574] : INFO : Epoch 1860 | loss: 0.0311138 | val_loss: 0.0311536 | Time: 2091.9 ms
[2021-05-17 00:15:18 main:574] : INFO : Epoch 1861 | loss: 0.0311131 | val_loss: 0.0311525 | Time: 2072.67 ms
[2021-05-17 00:15:20 main:574] : INFO : Epoch 1862 | loss: 0.0311123 | val_loss: 0.0311568 | Time: 2060.99 ms
[2021-05-17 00:15:22 main:574] : INFO : Epoch 1863 | loss: 0.0311136 | val_loss: 0.0311516 | Time: 2091.35 ms
[2021-05-17 00:15:24 main:574] : INFO : Epoch 1864 | loss: 0.0311098 | val_loss: 0.0311504 | Time: 2090.9 ms
[2021-05-17 00:15:26 main:574] : INFO : Epoch 1865 | loss: 0.0311124 | val_loss: 0.0311542 | Time: 2071.27 ms
[2021-05-17 00:15:28 main:574] : INFO : Epoch 1866 | loss: 0.0311143 | val_loss: 0.0311535 | Time: 2055.12 ms
[2021-05-17 00:15:31 main:574] : INFO : Epoch 1867 | loss: 0.0311138 | val_loss: 0.0311538 | Time: 2069.68 ms
[2021-05-17 00:15:33 main:574] : INFO : Epoch 1868 | loss: 0.0311133 | val_loss: 0.0311579 | Time: 2064.4 ms
[2021-05-17 00:15:35 main:574] : INFO : Epoch 1869 | loss: 0.031116 | val_loss: 0.0311587 | Time: 2080.97 ms
[2021-05-17 00:15:37 main:574] : INFO : Epoch 1870 | loss: 0.0311125 | val_loss: 0.0311567 | Time: 2066.63 ms
[2021-05-17 00:15:39 main:574] : INFO : Epoch 1871 | loss: 0.0311141 | val_loss: 0.031157 | Time: 2066.44 ms
[2021-05-17 00:15:41 main:574] : INFO : Epoch 1872 | loss: 0.0311134 | val_loss: 0.0311665 | Time: 2085.95 ms
[2021-05-17 00:15:43 main:574] : INFO : Epoch 1873 | loss: 0.0311164 | val_loss: 0.0311547 | Time: 2088.61 ms
[2021-05-17 00:15:45 main:574] : INFO : Epoch 1874 | loss: 0.0311144 | val_loss: 0.0311639 | Time: 2063.73 ms
[2021-05-17 00:15:48 main:574] : INFO : Epoch 1875 | loss: 0.0311143 | val_loss: 0.031156 | Time: 2088.9 ms
[2021-05-17 00:15:50 main:574] : INFO : Epoch 1876 | loss: 0.0311147 | val_loss: 0.0311573 | Time: 2082.48 ms
[2021-05-17 00:15:52 main:574] : INFO : Epoch 1877 | loss: 0.0311129 | val_loss: 0.0311592 | Time: 2066.05 ms
[2021-05-17 00:15:54 main:574] : INFO : Epoch 1878 | loss: 0.0311146 | val_loss: 0.0311593 | Time: 2072.53 ms
[2021-05-17 00:15:56 main:574] : INFO : Epoch 1879 | loss: 0.0311123 | val_loss: 0.0311551 | Time: 2088.61 ms
[2021-05-17 00:15:58 main:574] : INFO : Epoch 1880 | loss: 0.0311111 | val_loss: 0.0311575 | Time: 2052.15 ms
[2021-05-17 00:16:00 main:574] : INFO : Epoch 1881 | loss: 0.0311102 | val_loss: 0.0311617 | Time: 2065.48 ms
[2021-05-17 00:16:03 main:574] : INFO : Epoch 1882 | loss: 0.0311115 | val_loss: 0.0311558 | Time: 2065.17 ms
[2021-05-17 00:16:05 main:574] : INFO : Epoch 1883 | loss: 0.0311083 | val_loss: 0.0311575 | Time: 2071.79 ms
[2021-05-17 00:16:07 main:574] : INFO : Epoch 1884 | loss: 0.0311072 | val_loss: 0.0311567 | Time: 2071.61 ms
[2021-05-17 00:16:09 main:574] : INFO : Epoch 1885 | loss: 0.0311093 | val_loss: 0.0311564 | Time: 2105.26 ms
[2021-05-17 00:16:11 main:574] : INFO : Epoch 1886 | loss: 0.0311145 | val_loss: 0.0311586 | Time: 2100.11 ms
[2021-05-17 00:16:13 main:574] : INFO : Epoch 1887 | loss: 0.0311347 | val_loss: 0.0313547 | Time: 2086.07 ms
[2021-05-17 00:16:16 main:574] : INFO : Epoch 1888 | loss: 0.0411182 | val_loss: 0.0407614 | Time: 2106.37 ms
[2021-05-17 00:16:18 main:574] : INFO : Epoch 1889 | loss: 0.0374374 | val_loss: 0.0329484 | Time: 2075.71 ms
[2021-05-17 00:16:20 main:574] : INFO : Epoch 1890 | loss: 0.0318263 | val_loss: 0.0326188 | Time: 2079.98 ms
[2021-05-17 00:16:22 main:574] : INFO : Epoch 1891 | loss: 0.0320822 | val_loss: 0.0314838 | Time: 2049.34 ms
[2021-05-17 00:16:24 main:574] : INFO : Epoch 1892 | loss: 0.0313244 | val_loss: 0.0312606 | Time: 2068.45 ms
[2021-05-17 00:16:26 main:574] : INFO : Epoch 1893 | loss: 0.0312622 | val_loss: 0.0312505 | Time: 2101.13 ms
[2021-05-17 00:16:29 main:574] : INFO : Epoch 1894 | loss: 0.0312498 | val_loss: 0.0312455 | Time: 2081.05 ms
[2021-05-17 00:16:31 main:574] : INFO : Epoch 1895 | loss: 0.0312423 | val_loss: 0.0312369 | Time: 2070.96 ms
[2021-05-17 00:16:33 main:574] : INFO : Epoch 1896 | loss: 0.0312321 | val_loss: 0.0312265 | Time: 2079.43 ms
[2021-05-17 00:16:35 main:574] : INFO : Epoch 1897 | loss: 0.0312217 | val_loss: 0.0312171 | Time: 2077.86 ms
[2021-05-17 00:16:37 main:574] : INFO : Epoch 1898 | loss: 0.0312105 | val_loss: 0.031205 | Time: 2087.18 ms
[2021-05-17 00:16:39 main:574] : INFO : Epoch 1899 | loss: 0.0311979 | val_loss: 0.0311954 | Time: 2104.8 ms
[2021-05-17 00:16:41 main:574] : INFO : Epoch 1900 | loss: 0.0311898 | val_loss: 0.0311895 | Time: 2064.78 ms
[2021-05-17 00:16:44 main:574] : INFO : Epoch 1901 | loss: 0.0311829 | val_loss: 0.0311855 | Time: 2061.21 ms
[2021-05-17 00:16:46 main:574] : INFO : Epoch 1902 | loss: 0.0311778 | val_loss: 0.0311854 | Time: 2067.81 ms
[2021-05-17 00:16:48 main:574] : INFO : Epoch 1903 | loss: 0.0311702 | val_loss: 0.0311793 | Time: 2114.75 ms
[2021-05-17 00:16:50 main:574] : INFO : Epoch 1904 | loss: 0.0311631 | val_loss: 0.031176 | Time: 2084.76 ms
[2021-05-17 00:16:52 main:574] : INFO : Epoch 1905 | loss: 0.0311573 | val_loss: 0.0311724 | Time: 2074.16 ms
[2021-05-17 00:16:54 main:574] : INFO : Epoch 1906 | loss: 0.0311489 | val_loss: 0.0311681 | Time: 2078.4 ms
[2021-05-17 00:16:57 main:574] : INFO : Epoch 1907 | loss: 0.0311448 | val_loss: 0.0311683 | Time: 2059.03 ms
[2021-05-17 00:16:59 main:574] : INFO : Epoch 1908 | loss: 0.0311441 | val_loss: 0.031168 | Time: 2055.21 ms
[2021-05-17 00:17:01 main:574] : INFO : Epoch 1909 | loss: 0.031142 | val_loss: 0.0311662 | Time: 2075.17 ms
[2021-05-17 00:17:03 main:574] : INFO : Epoch 1910 | loss: 0.0311416 | val_loss: 0.0311648 | Time: 2074.84 ms
[2021-05-17 00:17:05 main:574] : INFO : Epoch 1911 | loss: 0.0311405 | val_loss: 0.0311668 | Time: 2088.17 ms
[2021-05-17 00:17:07 main:574] : INFO : Epoch 1912 | loss: 0.0311384 | val_loss: 0.0311688 | Time: 2074.05 ms
[2021-05-17 00:17:09 main:574] : INFO : Epoch 1913 | loss: 0.031139 | val_loss: 0.0311701 | Time: 2092.46 ms
[2021-05-17 00:17:12 main:574] : INFO : Epoch 1914 | loss: 0.0311373 | val_loss: 0.0311696 | Time: 2068.92 ms
[2021-05-17 00:17:14 main:574] : INFO : Epoch 1915 | loss: 0.0311364 | val_loss: 0.0311688 | Time: 2086 ms
[2021-05-17 00:17:16 main:574] : INFO : Epoch 1916 | loss: 0.0311397 | val_loss: 0.0311677 | Time: 2075.56 ms
[2021-05-17 00:17:18 main:574] : INFO : Epoch 1917 | loss: 0.0311401 | val_loss: 0.0311659 | Time: 2054.59 ms
[2021-05-17 00:17:20 main:574] : INFO : Epoch 1918 | loss: 0.0311386 | val_loss: 0.0311701 | Time: 2092.77 ms
[2021-05-17 00:17:22 main:574] : INFO : Epoch 1919 | loss: 0.031136 | val_loss: 0.0311656 | Time: 2068.74 ms
[2021-05-17 00:17:24 main:574] : INFO : Epoch 1920 | loss: 0.0311348 | val_loss: 0.0311668 | Time: 2072.39 ms
[2021-05-17 00:17:27 main:574] : INFO : Epoch 1921 | loss: 0.0311359 | val_loss: 0.0311665 | Time: 2098.83 ms
[2021-05-17 00:17:29 main:574] : INFO : Epoch 1922 | loss: 0.0311332 | val_loss: 0.0311657 | Time: 2058.88 ms
[2021-05-17 00:17:31 main:574] : INFO : Epoch 1923 | loss: 0.0311329 | val_loss: 0.0311642 | Time: 2044.19 ms
[2021-05-17 00:17:33 main:574] : INFO : Epoch 1924 | loss: 0.0311326 | val_loss: 0.0311683 | Time: 2059.8 ms
[2021-05-17 00:17:35 main:574] : INFO : Epoch 1925 | loss: 0.0311317 | val_loss: 0.0311656 | Time: 2065.4 ms
[2021-05-17 00:17:37 main:574] : INFO : Epoch 1926 | loss: 0.0311316 | val_loss: 0.0311681 | Time: 2074.86 ms
[2021-05-17 00:17:39 main:574] : INFO : Epoch 1927 | loss: 0.0311317 | val_loss: 0.031166 | Time: 2068.61 ms
[2021-05-17 00:17:41 main:574] : INFO : Epoch 1928 | loss: 0.031131 | val_loss: 0.0311657 | Time: 2072.7 ms
[2021-05-17 00:17:44 main:574] : INFO : Epoch 1929 | loss: 0.0311314 | val_loss: 0.0311643 | Time: 2067.99 ms
[2021-05-17 00:17:46 main:574] : INFO : Epoch 1930 | loss: 0.0311316 | val_loss: 0.031162 | Time: 2076.92 ms
[2021-05-17 00:17:48 main:574] : INFO : Epoch 1931 | loss: 0.0311313 | val_loss: 0.0311591 | Time: 2060.25 ms
[2021-05-17 00:17:50 main:574] : INFO : Epoch 1932 | loss: 0.0311302 | val_loss: 0.0311572 | Time: 2091.19 ms
[2021-05-17 00:17:52 main:574] : INFO : Epoch 1933 | loss: 0.0311312 | val_loss: 0.0311604 | Time: 2067.34 ms
[2021-05-17 00:17:54 main:574] : INFO : Epoch 1934 | loss: 0.0311313 | val_loss: 0.0311602 | Time: 2057.26 ms
[2021-05-17 00:17:56 main:574] : INFO : Epoch 1935 | loss: 0.0311309 | val_loss: 0.0311562 | Time: 2077.95 ms
[2021-05-17 00:17:59 main:574] : INFO : Epoch 1936 | loss: 0.0311281 | val_loss: 0.0311571 | Time: 2054.94 ms
[2021-05-17 00:18:01 main:574] : INFO : Epoch 1937 | loss: 0.0311263 | val_loss: 0.0311584 | Time: 2090.4 ms
[2021-05-17 00:18:03 main:574] : INFO : Epoch 1938 | loss: 0.0311259 | val_loss: 0.031159 | Time: 2076.18 ms
[2021-05-17 00:18:05 main:574] : INFO : Epoch 1939 | loss: 0.0311266 | val_loss: 0.0311574 | Time: 2075.14 ms
[2021-05-17 00:18:07 main:574] : INFO : Epoch 1940 | loss: 0.0311269 | val_loss: 0.0311584 | Time: 2071.7 ms
[2021-05-17 00:18:09 main:574] : INFO : Epoch 1941 | loss: 0.0311264 | val_loss: 0.0311582 | Time: 2057.8 ms
[2021-05-17 00:18:11 main:574] : INFO : Epoch 1942 | loss: 0.0311251 | val_loss: 0.0311583 | Time: 2061.5 ms
[2021-05-17 00:18:14 main:574] : INFO : Epoch 1943 | loss: 0.031125 | val_loss: 0.0311595 | Time: 2079.84 ms
[2021-05-17 00:18:16 main:574] : INFO : Epoch 1944 | loss: 0.0311311 | val_loss: 0.0311575 | Time: 2077.31 ms
[2021-05-17 00:18:18 main:574] : INFO : Epoch 1945 | loss: 0.0311287 | val_loss: 0.0311612 | Time: 2070.15 ms
[2021-05-17 00:18:20 main:574] : INFO : Epoch 1946 | loss: 0.0311262 | val_loss: 0.0311572 | Time: 2068.14 ms
[2021-05-17 00:18:22 main:574] : INFO : Epoch 1947 | loss: 0.0311255 | val_loss: 0.0311561 | Time: 2078.44 ms
[2021-05-17 00:18:24 main:574] : INFO : Epoch 1948 | loss: 0.0311251 | val_loss: 0.0311573 | Time: 2078.24 ms
[2021-05-17 00:18:26 main:574] : INFO : Epoch 1949 | loss: 0.0311238 | val_loss: 0.0311587 | Time: 2083.1 ms
[2021-05-17 00:18:29 main:574] : INFO : Epoch 1950 | loss: 0.0311227 | val_loss: 0.0311565 | Time: 2083.63 ms
[2021-05-17 00:18:31 main:574] : INFO : Epoch 1951 | loss: 0.0311246 | val_loss: 0.0311526 | Time: 2083.71 ms
[2021-05-17 00:18:33 main:574] : INFO : Epoch 1952 | loss: 0.0311243 | val_loss: 0.0311554 | Time: 2088.8 ms
[2021-05-17 00:18:35 main:574] : INFO : Epoch 1953 | loss: 0.0311229 | val_loss: 0.0311566 | Time: 2115.2 ms
[2021-05-17 00:18:37 main:574] : INFO : Epoch 1954 | loss: 0.0311231 | val_loss: 0.0311588 | Time: 2090.36 ms
[2021-05-17 00:18:39 main:574] : INFO : Epoch 1955 | loss: 0.0311228 | val_loss: 0.031157 | Time: 2081.3 ms
[2021-05-17 00:18:42 main:574] : INFO : Epoch 1956 | loss: 0.0311206 | val_loss: 0.0311558 | Time: 2080.38 ms
[2021-05-17 00:18:44 main:574] : INFO : Epoch 1957 | loss: 0.0311302 | val_loss: 0.0311643 | Time: 2066.72 ms
[2021-05-17 00:18:46 main:574] : INFO : Epoch 1958 | loss: 0.0311351 | val_loss: 0.0311592 | Time: 2055.9 ms
[2021-05-17 00:18:48 main:574] : INFO : Epoch 1959 | loss: 0.0311299 | val_loss: 0.0311593 | Time: 2077.08 ms
[2021-05-17 00:18:50 main:574] : INFO : Epoch 1960 | loss: 0.0311307 | val_loss: 0.0311565 | Time: 2080.73 ms
[2021-05-17 00:18:52 main:574] : INFO : Epoch 1961 | loss: 0.0311279 | val_loss: 0.0311586 | Time: 2077.89 ms
[2021-05-17 00:18:54 main:574] : INFO : Epoch 1962 | loss: 0.0311287 | val_loss: 0.0311565 | Time: 2070.89 ms
[2021-05-17 00:18:57 main:574] : INFO : Epoch 1963 | loss: 0.0311278 | val_loss: 0.0311565 | Time: 2094.05 ms
[2021-05-17 00:18:59 main:574] : INFO : Epoch 1964 | loss: 0.0311283 | val_loss: 0.0311587 | Time: 2053.01 ms
[2021-05-17 00:19:01 main:574] : INFO : Epoch 1965 | loss: 0.0311311 | val_loss: 0.0311621 | Time: 2085.63 ms
[2021-05-17 00:19:03 main:574] : INFO : Epoch 1966 | loss: 0.0311309 | val_loss: 0.0311602 | Time: 2073.45 ms
[2021-05-17 00:19:05 main:574] : INFO : Epoch 1967 | loss: 0.0311292 | val_loss: 0.0311587 | Time: 2070.98 ms
[2021-05-17 00:19:07 main:574] : INFO : Epoch 1968 | loss: 0.0311267 | val_loss: 0.0311549 | Time: 2050.93 ms
[2021-05-17 00:19:09 main:574] : INFO : Epoch 1969 | loss: 0.0311244 | val_loss: 0.031153 | Time: 2071.39 ms
[2021-05-17 00:19:11 main:574] : INFO : Epoch 1970 | loss: 0.0311223 | val_loss: 0.0311499 | Time: 2055.67 ms
[2021-05-17 00:19:14 main:574] : INFO : Epoch 1971 | loss: 0.0311223 | val_loss: 0.0311553 | Time: 2076.85 ms
[2021-05-17 00:19:16 main:574] : INFO : Epoch 1972 | loss: 0.0311244 | val_loss: 0.0311542 | Time: 2076.54 ms
[2021-05-17 00:19:18 main:574] : INFO : Epoch 1973 | loss: 0.0311244 | val_loss: 0.0311541 | Time: 2056.97 ms
[2021-05-17 00:19:20 main:574] : INFO : Epoch 1974 | loss: 0.0311226 | val_loss: 0.0311527 | Time: 2062.48 ms
[2021-05-17 00:19:22 main:574] : INFO : Epoch 1975 | loss: 0.0311226 | val_loss: 0.031154 | Time: 2083.05 ms
[2021-05-17 00:19:24 main:574] : INFO : Epoch 1976 | loss: 0.0311225 | val_loss: 0.0311536 | Time: 2122.9 ms
[2021-05-17 00:19:27 main:574] : INFO : Epoch 1977 | loss: 0.0311213 | val_loss: 0.0311534 | Time: 2397.4 ms
[2021-05-17 00:19:29 main:574] : INFO : Epoch 1978 | loss: 0.0311201 | val_loss: 0.0311556 | Time: 2050.19 ms
[2021-05-17 00:19:31 main:574] : INFO : Epoch 1979 | loss: 0.0311218 | val_loss: 0.0311546 | Time: 2080 ms
[2021-05-17 00:19:33 main:574] : INFO : Epoch 1980 | loss: 0.0311261 | val_loss: 0.0311579 | Time: 2099.21 ms
[2021-05-17 00:19:35 main:574] : INFO : Epoch 1981 | loss: 0.0311285 | val_loss: 0.0311551 | Time: 2102.55 ms
[2021-05-17 00:19:38 main:574] : INFO : Epoch 1982 | loss: 0.031127 | val_loss: 0.0311552 | Time: 2076.54 ms
[2021-05-17 00:19:40 main:574] : INFO : Epoch 1983 | loss: 0.0311215 | val_loss: 0.0311537 | Time: 2070.93 ms
[2021-05-17 00:19:42 main:574] : INFO : Epoch 1984 | loss: 0.03112 | val_loss: 0.0311566 | Time: 2068.94 ms
[2021-05-17 00:19:44 main:574] : INFO : Epoch 1985 | loss: 0.0311193 | val_loss: 0.0311548 | Time: 2117.12 ms
[2021-05-17 00:19:46 main:574] : INFO : Epoch 1986 | loss: 0.0311182 | val_loss: 0.0311561 | Time: 2121.63 ms
[2021-05-17 00:19:48 main:574] : INFO : Epoch 1987 | loss: 0.0311178 | val_loss: 0.0311516 | Time: 2047.97 ms
[2021-05-17 00:19:50 main:574] : INFO : Epoch 1988 | loss: 0.0311174 | val_loss: 0.031154 | Time: 2080.52 ms
[2021-05-17 00:19:53 main:574] : INFO : Epoch 1989 | loss: 0.0311211 | val_loss: 0.0311528 | Time: 2039.62 ms
[2021-05-17 00:19:55 main:574] : INFO : Epoch 1990 | loss: 0.0311196 | val_loss: 0.0311527 | Time: 2123.22 ms
[2021-05-17 00:19:57 main:574] : INFO : Epoch 1991 | loss: 0.0311189 | val_loss: 0.0311556 | Time: 2043.32 ms
[2021-05-17 00:19:59 main:574] : INFO : Epoch 1992 | loss: 0.0311198 | val_loss: 0.0311579 | Time: 2034.23 ms
[2021-05-17 00:20:01 main:574] : INFO : Epoch 1993 | loss: 0.0311174 | val_loss: 0.031154 | Time: 2066.52 ms
[2021-05-17 00:20:03 main:574] : INFO : Epoch 1994 | loss: 0.0311151 | val_loss: 0.0311523 | Time: 2062.23 ms
[2021-05-17 00:20:05 main:574] : INFO : Epoch 1995 | loss: 0.0311148 | val_loss: 0.0311545 | Time: 2088.03 ms
[2021-05-17 00:20:08 main:574] : INFO : Epoch 1996 | loss: 0.0311157 | val_loss: 0.0311506 | Time: 2090.33 ms
[2021-05-17 00:20:10 main:574] : INFO : Epoch 1997 | loss: 0.0311151 | val_loss: 0.0311541 | Time: 2071 ms
[2021-05-17 00:20:12 main:574] : INFO : Epoch 1998 | loss: 0.0311133 | val_loss: 0.0311512 | Time: 2053.2 ms
[2021-05-17 00:20:14 main:574] : INFO : Epoch 1999 | loss: 0.0311133 | val_loss: 0.0311506 | Time: 2058.41 ms
[2021-05-17 00:20:16 main:574] : INFO : Epoch 2000 | loss: 0.031116 | val_loss: 0.0311492 | Time: 2049.93 ms
[2021-05-17 00:20:18 main:574] : INFO : Epoch 2001 | loss: 0.0311161 | val_loss: 0.0311515 | Time: 2093.07 ms
[2021-05-17 00:20:20 main:574] : INFO : Epoch 2002 | loss: 0.0311145 | val_loss: 0.0311559 | Time: 2077.78 ms
[2021-05-17 00:20:23 main:574] : INFO : Epoch 2003 | loss: 0.0311133 | val_loss: 0.0311547 | Time: 2392.64 ms
[2021-05-17 00:20:25 main:574] : INFO : Epoch 2004 | loss: 0.0311127 | val_loss: 0.0311538 | Time: 2266.15 ms
[2021-05-17 00:20:27 main:574] : INFO : Epoch 2005 | loss: 0.0311109 | val_loss: 0.0311587 | Time: 2144.57 ms
[2021-05-17 00:20:30 main:574] : INFO : Epoch 2006 | loss: 0.0311101 | val_loss: 0.031156 | Time: 2218.51 ms
[2021-05-17 00:20:32 main:574] : INFO : Epoch 2007 | loss: 0.0311105 | val_loss: 0.0311511 | Time: 2010.4 ms
[2021-05-17 00:20:34 main:574] : INFO : Epoch 2008 | loss: 0.0311104 | val_loss: 0.0311505 | Time: 2024.25 ms
[2021-05-17 00:20:36 main:574] : INFO : Epoch 2009 | loss: 0.0311111 | val_loss: 0.0311519 | Time: 2065.28 ms
[2021-05-17 00:20:38 main:574] : INFO : Epoch 2010 | loss: 0.0311121 | val_loss: 0.0311525 | Time: 2036.11 ms
[2021-05-17 00:20:40 main:574] : INFO : Epoch 2011 | loss: 0.0311116 | val_loss: 0.031154 | Time: 2064.87 ms
[2021-05-17 00:20:42 main:574] : INFO : Epoch 2012 | loss: 0.0311118 | val_loss: 0.0311506 | Time: 2010.11 ms
[2021-05-17 00:20:44 main:574] : INFO : Epoch 2013 | loss: 0.0311124 | val_loss: 0.03115 | Time: 2017.76 ms
[2021-05-17 00:20:47 main:574] : INFO : Epoch 2014 | loss: 0.0311117 | val_loss: 0.0311504 | Time: 2035.8 ms
[2021-05-17 00:20:49 main:574] : INFO : Epoch 2015 | loss: 0.0311092 | val_loss: 0.0311565 | Time: 2005.97 ms
[2021-05-17 00:20:51 main:574] : INFO : Epoch 2016 | loss: 0.031109 | val_loss: 0.0311546 | Time: 2012.54 ms
[2021-05-17 00:20:53 main:574] : INFO : Epoch 2017 | loss: 0.0311104 | val_loss: 0.0311516 | Time: 2079.92 ms
[2021-05-17 00:20:55 main:574] : INFO : Epoch 2018 | loss: 0.0311089 | val_loss: 0.0311524 | Time: 2046.78 ms
[2021-05-17 00:20:57 main:574] : INFO : Epoch 2019 | loss: 0.0311099 | val_loss: 0.0311526 | Time: 2070.37 ms
[2021-05-17 00:20:59 main:574] : INFO : Epoch 2020 | loss: 0.0311087 | val_loss: 0.0311547 | Time: 2042.21 ms
[2021-05-17 00:21:01 main:574] : INFO : Epoch 2021 | loss: 0.0311086 | val_loss: 0.0311562 | Time: 2039.76 ms
[2021-05-17 00:21:03 main:574] : INFO : Epoch 2022 | loss: 0.0311084 | val_loss: 0.0311527 | Time: 2049.36 ms
[2021-05-17 00:21:06 main:574] : INFO : Epoch 2023 | loss: 0.0311065 | val_loss: 0.0311557 | Time: 2033.27 ms
[2021-05-17 00:21:08 main:574] : INFO : Epoch 2024 | loss: 0.0311076 | val_loss: 0.0311549 | Time: 2014.19 ms
[2021-05-17 00:21:10 main:574] : INFO : Epoch 2025 | loss: 0.0311079 | val_loss: 0.0311553 | Time: 2030.47 ms
[2021-05-17 00:21:12 main:574] : INFO : Epoch 2026 | loss: 0.0311094 | val_loss: 0.031157 | Time: 2007.2 ms
[2021-05-17 00:21:14 main:574] : INFO : Epoch 2027 | loss: 0.0311107 | val_loss: 0.0311536 | Time: 2019.61 ms
[2021-05-17 00:21:16 main:574] : INFO : Epoch 2028 | loss: 0.0311111 | val_loss: 0.0311513 | Time: 2042.65 ms
[2021-05-17 00:21:18 main:574] : INFO : Epoch 2029 | loss: 0.0311103 | val_loss: 0.0311526 | Time: 2030.42 ms
[2021-05-17 00:21:20 main:574] : INFO : Epoch 2030 | loss: 0.0311184 | val_loss: 0.031151 | Time: 2195.35 ms
[2021-05-17 00:21:23 main:574] : INFO : Epoch 2031 | loss: 0.0311161 | val_loss: 0.03115 | Time: 2650.13 ms
[2021-05-17 00:21:25 main:574] : INFO : Epoch 2032 | loss: 0.0311132 | val_loss: 0.0311494 | Time: 2225.61 ms
[2021-05-17 00:21:28 main:574] : INFO : Epoch 2033 | loss: 0.0311118 | val_loss: 0.0311495 | Time: 2320.29 ms
[2021-05-17 00:21:30 main:574] : INFO : Epoch 2034 | loss: 0.0311107 | val_loss: 0.0311535 | Time: 2048.09 ms
[2021-05-17 00:21:32 main:574] : INFO : Epoch 2035 | loss: 0.0311103 | val_loss: 0.031154 | Time: 2012.1 ms
[2021-05-17 00:21:34 main:574] : INFO : Epoch 2036 | loss: 0.0311092 | val_loss: 0.0311519 | Time: 2053.28 ms
[2021-05-17 00:21:36 main:574] : INFO : Epoch 2037 | loss: 0.0311089 | val_loss: 0.0311556 | Time: 2030.83 ms
[2021-05-17 00:21:38 main:574] : INFO : Epoch 2038 | loss: 0.0311084 | val_loss: 0.0311544 | Time: 2091.31 ms
[2021-05-17 00:21:40 main:574] : INFO : Epoch 2039 | loss: 0.0311076 | val_loss: 0.0311555 | Time: 2022.61 ms
[2021-05-17 00:21:43 main:574] : INFO : Epoch 2040 | loss: 0.0311086 | val_loss: 0.0311544 | Time: 2067.49 ms
[2021-05-17 00:21:45 main:574] : INFO : Epoch 2041 | loss: 0.0311101 | val_loss: 0.0311561 | Time: 2384.49 ms
[2021-05-17 00:21:47 main:574] : INFO : Epoch 2042 | loss: 0.0311162 | val_loss: 0.0311509 | Time: 2113.07 ms
[2021-05-17 00:21:49 main:574] : INFO : Epoch 2043 | loss: 0.031113 | val_loss: 0.0311498 | Time: 2039.42 ms
[2021-05-17 00:21:51 main:574] : INFO : Epoch 2044 | loss: 0.031111 | val_loss: 0.0311572 | Time: 2043.25 ms
[2021-05-17 00:21:54 main:574] : INFO : Epoch 2045 | loss: 0.0311108 | val_loss: 0.0311569 | Time: 2104.96 ms
[2021-05-17 00:21:56 main:574] : INFO : Epoch 2046 | loss: 0.0311085 | val_loss: 0.0311538 | Time: 2033.03 ms
[2021-05-17 00:21:58 main:574] : INFO : Epoch 2047 | loss: 0.0311087 | val_loss: 0.0311517 | Time: 2105.64 ms
[2021-05-17 00:22:00 main:574] : INFO : Epoch 2048 | loss: 0.0311081 | val_loss: 0.0311504 | Time: 2418.79 ms
[2021-05-17 00:22:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311504
[2021-05-17 00:22:01 main:603] : INFO : Saving end state to config to file
[2021-05-17 00:22:01 main:608] : INFO : Success, exiting..
00:22:01 (9528): 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)