Task 13489156
| Name | ParityModified-1647042443-32574-0_1 |
| Workunit | 10089664 |
| Created | 21 Mar 2022, 1:39:49 UTC |
| Sent | 21 Mar 2022, 2:07:25 UTC |
| Report deadline | 29 Mar 2022, 2:07:25 UTC |
| Received | 22 Mar 2022, 3:51:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 16 min 20 sec |
| CPU time | 1 hours 15 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0310673 | val_loss: 0.0312039 | Time: 2199.48 ms [2022-03-21 21:30:31 main:574] : INFO : Epoch 1543 | loss: 0.0310692 | val_loss: 0.0312039 | Time: 2220.48 ms [2022-03-21 21:30:33 main:574] : INFO : Epoch 1544 | loss: 0.0310654 | val_loss: 0.0311944 | Time: 2220.49 ms [2022-03-21 21:30:35 main:574] : INFO : Epoch 1545 | loss: 0.0310672 | val_loss: 0.0311946 | Time: 2224.6 ms [2022-03-21 21:30:37 main:574] : INFO : Epoch 1546 | loss: 0.0310652 | val_loss: 0.0311966 | Time: 2276.05 ms [2022-03-21 21:30:40 main:574] : INFO : Epoch 1547 | loss: 0.0310658 | val_loss: 0.0312039 | Time: 2170.03 ms [2022-03-21 21:30:42 main:574] : INFO : Epoch 1548 | loss: 0.0310664 | val_loss: 0.0312108 | Time: 2248.67 ms [2022-03-21 21:30:44 main:574] : INFO : Epoch 1549 | loss: 0.0310664 | val_loss: 0.0312256 | Time: 2290.95 ms [2022-03-21 21:30:46 main:574] : INFO : Epoch 1550 | loss: 0.0310633 | val_loss: 0.0312169 | Time: 2221.21 ms [2022-03-21 21:30:49 main:574] : INFO : Epoch 1551 | loss: 0.0310615 | val_loss: 0.0311994 | Time: 2263.49 ms [2022-03-21 21:30:51 main:574] : INFO : Epoch 1552 | loss: 0.0310657 | val_loss: 0.0311986 | Time: 2199.02 ms [2022-03-21 21:30:53 main:574] : INFO : Epoch 1553 | loss: 0.0310679 | val_loss: 0.0311921 | Time: 2189.21 ms [2022-03-21 21:30:55 main:574] : INFO : Epoch 1554 | loss: 0.0310619 | val_loss: 0.0311909 | Time: 2248.02 ms [2022-03-21 21:30:58 main:574] : INFO : Epoch 1555 | loss: 0.0310597 | val_loss: 0.0312195 | Time: 2225.78 ms [2022-03-21 21:31:00 main:574] : INFO : Epoch 1556 | loss: 0.0310608 | val_loss: 0.031223 | Time: 2146.75 ms [2022-03-21 21:31:02 main:574] : INFO : Epoch 1557 | loss: 0.0310604 | val_loss: 0.0312064 | Time: 2182.23 ms [2022-03-21 21:31:04 main:574] : INFO : Epoch 1558 | loss: 0.0310612 | val_loss: 0.0311991 | Time: 2202.48 ms [2022-03-21 21:31:06 main:574] : INFO : Epoch 1559 | loss: 0.031064 | val_loss: 0.0311985 | Time: 2201.31 ms [2022-03-21 21:31:08 main:574] : INFO : Epoch 1560 | loss: 0.0310621 | val_loss: 0.0312177 | Time: 2184.11 ms [2022-03-21 21:31:11 main:574] : INFO : Epoch 1561 | loss: 0.0310579 | val_loss: 0.0312 | Time: 2171.79 ms [2022-03-21 21:31:13 main:574] : INFO : Epoch 1562 | loss: 0.0310546 | val_loss: 0.0311963 | Time: 2129.29 ms [2022-03-21 21:31:15 main:574] : INFO : Epoch 1563 | loss: 0.0310601 | val_loss: 0.0311911 | Time: 2229.09 ms [2022-03-21 21:31:17 main:574] : INFO : Epoch 1564 | loss: 0.0310606 | val_loss: 0.0311963 | Time: 2184.01 ms [2022-03-21 21:31:19 main:574] : INFO : Epoch 1565 | loss: 0.0310591 | val_loss: 0.0312114 | Time: 2225.5 ms [2022-03-21 21:31:22 main:574] : INFO : Epoch 1566 | loss: 0.0310569 | val_loss: 0.0312049 | Time: 2216.64 ms [2022-03-21 21:31:24 main:574] : INFO : Epoch 1567 | loss: 0.0310574 | val_loss: 0.0312013 | Time: 2176.98 ms [2022-03-21 21:31:26 main:574] : INFO : Epoch 1568 | loss: 0.0310615 | val_loss: 0.031204 | Time: 2245.3 ms [2022-03-21 21:31:28 main:574] : INFO : Epoch 1569 | loss: 0.031058 | val_loss: 0.031207 | Time: 2149.59 ms [2022-03-21 21:31:30 main:574] : INFO : Epoch 1570 | loss: 0.0310583 | val_loss: 0.0312005 | Time: 2185.48 ms [2022-03-21 21:31:33 main:574] : INFO : Epoch 1571 | loss: 0.031058 | val_loss: 0.0312094 | Time: 2285.04 ms [2022-03-21 21:31:35 main:574] : INFO : Epoch 1572 | loss: 0.0310602 | val_loss: 0.0312122 | Time: 2245.35 ms [2022-03-21 21:31:37 main:574] : INFO : Epoch 1573 | loss: 0.0310599 | val_loss: 0.0312072 | Time: 2147.36 ms [2022-03-21 21:31:39 main:574] : INFO : Epoch 1574 | loss: 0.031059 | val_loss: 0.0311957 | Time: 2212.12 ms [2022-03-21 21:31:42 main:574] : INFO : Epoch 1575 | loss: 0.0310776 | val_loss: 0.0312146 | Time: 2207.54 ms [2022-03-21 21:31:44 main:574] : INFO : Epoch 1576 | loss: 0.0310651 | val_loss: 0.0312148 | Time: 2199.78 ms [2022-03-21 21:31:46 main:574] : INFO : Epoch 1577 | loss: 0.0310562 | val_loss: 0.0312102 | Time: 2164.14 ms [2022-03-21 21:31:48 main:574] : INFO : Epoch 1578 | loss: 0.0310539 | val_loss: 0.0312242 | Time: 2148.53 ms [2022-03-21 21:31:50 main:574] : INFO : Epoch 1579 | loss: 0.0310532 | val_loss: 0.0312184 | Time: 2254.25 ms [2022-03-21 21:31:53 main:574] : INFO : Epoch 1580 | loss: 0.031055 | val_loss: 0.0312176 | Time: 2231.37 ms [2022-03-21 21:31:55 main:574] : INFO : Epoch 1581 | loss: 0.0310567 | val_loss: 0.0312119 | Time: 2151.86 ms [2022-03-21 21:31:57 main:574] : INFO : Epoch 1582 | loss: 0.0310551 | val_loss: 0.0312105 | Time: 2272.64 ms [2022-03-21 21:31:59 main:574] : INFO : Epoch 1583 | loss: 0.0310575 | val_loss: 0.0312107 | Time: 2226.45 ms [2022-03-21 21:32:01 main:574] : INFO : Epoch 1584 | loss: 0.0310556 | val_loss: 0.0312202 | Time: 2171.94 ms [2022-03-21 21:32:04 main:574] : INFO : Epoch 1585 | loss: 0.0310598 | val_loss: 0.0312013 | Time: 2203.23 ms [2022-03-21 21:32:06 main:574] : INFO : Epoch 1586 | loss: 0.0310659 | val_loss: 0.0312155 | Time: 2235.25 ms [2022-03-21 21:32:08 main:574] : INFO : Epoch 1587 | loss: 0.0310683 | val_loss: 0.0312099 | Time: 2233.53 ms [2022-03-21 21:32:10 main:574] : INFO : Epoch 1588 | loss: 0.0310626 | val_loss: 0.0312006 | Time: 2238.18 ms [2022-03-21 21:32:13 main:574] : INFO : Epoch 1589 | loss: 0.0310586 | val_loss: 0.0312033 | Time: 2154.1 ms [2022-03-21 21:32:15 main:574] : INFO : Epoch 1590 | loss: 0.0310656 | val_loss: 0.0312046 | Time: 2186.12 ms [2022-03-21 21:32:17 main:574] : INFO : Epoch 1591 | loss: 0.0310611 | val_loss: 0.0312144 | Time: 2155.36 ms [2022-03-21 21:32:19 main:574] : INFO : Epoch 1592 | loss: 0.0310575 | val_loss: 0.0312021 | Time: 2132.47 ms [2022-03-21 21:32:21 main:574] : INFO : Epoch 1593 | loss: 0.0310546 | val_loss: 0.0312197 | Time: 2214.07 ms [2022-03-21 21:32:23 main:574] : INFO : Epoch 1594 | loss: 0.03105 | val_loss: 0.0312188 | Time: 2218.47 ms [2022-03-21 21:32:26 main:574] : INFO : Epoch 1595 | loss: 0.0310532 | val_loss: 0.0312187 | Time: 2182.88 ms [2022-03-21 21:32:28 main:574] : INFO : Epoch 1596 | loss: 0.0310551 | val_loss: 0.0312198 | Time: 2348.98 ms [2022-03-21 21:32:30 main:574] : INFO : Epoch 1597 | loss: 0.0310511 | val_loss: 0.0312086 | Time: 2202.27 ms [2022-03-21 21:32:32 main:574] : INFO : Epoch 1598 | loss: 0.0310539 | val_loss: 0.0312161 | Time: 2246.62 ms [2022-03-21 21:32:35 main:574] : INFO : Epoch 1599 | loss: 0.0310515 | val_loss: 0.0312201 | Time: 2261.35 ms [2022-03-21 21:32:37 main:574] : INFO : Epoch 1600 | loss: 0.0310511 | val_loss: 0.0312373 | Time: 2260.77 ms [2022-03-21 21:32:39 main:574] : INFO : Epoch 1601 | loss: 0.0310545 | val_loss: 0.0312164 | Time: 2182.35 ms [2022-03-21 21:32:41 main:574] : INFO : Epoch 1602 | loss: 0.0310554 | val_loss: 0.0312261 | Time: 2170.54 ms [2022-03-21 21:32:44 main:574] : INFO : Epoch 1603 | loss: 0.0310562 | val_loss: 0.0312093 | Time: 2222.66 ms [2022-03-21 21:32:46 main:574] : INFO : Epoch 1604 | loss: 0.0310466 | val_loss: 0.0312296 | Time: 2281.58 ms [2022-03-21 21:32:48 main:574] : INFO : Epoch 1605 | loss: 0.0310477 | val_loss: 0.0312252 | Time: 2176.34 ms [2022-03-21 21:32:50 main:574] : INFO : Epoch 1606 | loss: 0.0310493 | val_loss: 0.0312226 | Time: 2249.29 ms [2022-03-21 21:32:53 main:574] : INFO : Epoch 1607 | loss: 0.0310538 | val_loss: 0.0312159 | Time: 2305.65 ms [2022-03-21 21:32:55 main:574] : INFO : Epoch 1608 | loss: 0.0310535 | val_loss: 0.0312391 | Time: 2201.14 ms [2022-03-21 21:32:57 main:574] : INFO : Epoch 1609 | loss: 0.0310568 | val_loss: 0.031214 | Time: 2183.1 ms [2022-03-21 21:32:59 main:574] : INFO : Epoch 1610 | loss: 0.0310522 | val_loss: 0.0312074 | Time: 2215 ms [2022-03-21 21:33:02 main:574] : INFO : Epoch 1611 | loss: 0.0310509 | val_loss: 0.0312037 | Time: 2244.96 ms [2022-03-21 21:33:04 main:574] : INFO : Epoch 1612 | loss: 0.0310483 | val_loss: 0.0312356 | Time: 2220.83 ms [2022-03-21 21:33:06 main:574] : INFO : Epoch 1613 | loss: 0.031057 | val_loss: 0.0312251 | Time: 2239.92 ms [2022-03-21 21:33:08 main:574] : INFO : Epoch 1614 | loss: 0.031051 | val_loss: 0.0312097 | Time: 2225.41 ms [2022-03-21 21:33:11 main:574] : INFO : Epoch 1615 | loss: 0.0310549 | val_loss: 0.031221 | Time: 2303.61 ms [2022-03-21 21:33:13 main:574] : INFO : Epoch 1616 | loss: 0.0310499 | val_loss: 0.0312173 | Time: 2169.76 ms [2022-03-21 21:33:15 main:574] : INFO : Epoch 1617 | loss: 0.0310494 | val_loss: 0.0312101 | Time: 2178.12 ms [2022-03-21 21:33:17 main:574] : INFO : Epoch 1618 | loss: 0.0310506 | val_loss: 0.0312077 | Time: 2178.01 ms [2022-03-21 21:33:19 main:574] : INFO : Epoch 1619 | loss: 0.0310524 | val_loss: 0.0312324 | Time: 2229.92 ms [2022-03-21 21:33:21 main:574] : INFO : Epoch 1620 | loss: 0.0310593 | val_loss: 0.0312268 | Time: 2196.8 ms [2022-03-21 21:33:24 main:574] : INFO : Epoch 1621 | loss: 0.0310592 | val_loss: 0.0312107 | Time: 2277.5 ms [2022-03-21 21:33:26 main:574] : INFO : Epoch 1622 | loss: 0.0310563 | val_loss: 0.0312027 | Time: 2276.31 ms [2022-03-21 21:33:28 main:574] : INFO : Epoch 1623 | loss: 0.0310532 | val_loss: 0.0311999 | Time: 2183.09 ms [2022-03-21 21:33:31 main:574] : INFO : Epoch 1624 | loss: 0.0310471 | val_loss: 0.031217 | Time: 2291.33 ms [2022-03-21 21:33:33 main:574] : INFO : Epoch 1625 | loss: 0.0310505 | val_loss: 0.0312058 | Time: 2323.09 ms [2022-03-21 21:33:35 main:574] : INFO : Epoch 1626 | loss: 0.0310497 | val_loss: 0.031203 | Time: 2246.87 ms [2022-03-21 21:33:37 main:574] : INFO : Epoch 1627 | loss: 0.0310546 | val_loss: 0.0312055 | Time: 2271.19 ms [2022-03-21 21:33:40 main:574] : INFO : Epoch 1628 | loss: 0.0310585 | val_loss: 0.0312158 | Time: 2148.44 ms [2022-03-21 21:33:42 main:574] : INFO : Epoch 1629 | loss: 0.0311023 | val_loss: 0.0311948 | Time: 2171.55 ms [2022-03-21 21:33:44 main:574] : INFO : Epoch 1630 | loss: 0.0311022 | val_loss: 0.0311974 | Time: 2218.94 ms [2022-03-21 21:33:46 main:574] : INFO : Epoch 1631 | loss: 0.0310787 | val_loss: 0.0311974 | Time: 2228.65 ms [2022-03-21 21:33:48 main:574] : INFO : Epoch 1632 | loss: 0.031065 | val_loss: 0.0311962 | Time: 2244.35 ms [2022-03-21 21:33:51 main:574] : INFO : Epoch 1633 | loss: 0.031059 | val_loss: 0.0312097 | Time: 2173.93 ms [2022-03-21 21:33:53 main:574] : INFO : Epoch 1634 | loss: 0.0310506 | val_loss: 0.0312123 | Time: 2212.71 ms [2022-03-21 21:33:55 main:574] : INFO : Epoch 1635 | loss: 0.0310446 | val_loss: 0.0312263 | Time: 2193.33 ms [2022-03-21 21:33:57 main:574] : INFO : Epoch 1636 | loss: 0.0310485 | val_loss: 0.0312112 | Time: 2250.65 ms [2022-03-21 21:34:00 main:574] : INFO : Epoch 1637 | loss: 0.0310523 | val_loss: 0.0311893 | Time: 2244.03 ms [2022-03-21 21:34:02 main:574] : INFO : Epoch 1638 | loss: 0.0310461 | val_loss: 0.0312154 | Time: 2245.55 ms [2022-03-21 21:34:04 main:574] : INFO : Epoch 1639 | loss: 0.0310425 | val_loss: 0.0312196 | Time: 2262.07 ms [2022-03-21 21:34:06 main:574] : INFO : Epoch 1640 | loss: 0.0310396 | val_loss: 0.0312072 | Time: 2212.21 ms [2022-03-21 21:34:09 main:574] : INFO : Epoch 1641 | loss: 0.0310446 | val_loss: 0.0312159 | Time: 2295.04 ms [2022-03-21 21:34:11 main:574] : INFO : Epoch 1642 | loss: 0.0310456 | val_loss: 0.0312156 | Time: 2181.75 ms [2022-03-21 21:34:13 main:574] : INFO : Epoch 1643 | loss: 0.0310472 | val_loss: 0.031204 | Time: 2205.64 ms [2022-03-21 21:34:15 main:574] : INFO : Epoch 1644 | loss: 0.0310477 | val_loss: 0.0312288 | Time: 2208.7 ms [2022-03-21 21:34:17 main:574] : INFO : Epoch 1645 | loss: 0.0310462 | val_loss: 0.0312324 | Time: 2244.54 ms [2022-03-21 21:34:20 main:574] : INFO : Epoch 1646 | loss: 0.0310468 | val_loss: 0.0312288 | Time: 2230.46 ms [2022-03-21 21:34:22 main:574] : INFO : Epoch 1647 | loss: 0.0310455 | val_loss: 0.0312282 | Time: 2171.85 ms [2022-03-21 21:34:24 main:574] : INFO : Epoch 1648 | loss: 0.0310476 | val_loss: 0.0312066 | Time: 2213 ms [2022-03-21 21:34:26 main:574] : INFO : Epoch 1649 | loss: 0.0310456 | val_loss: 0.0312039 | Time: 2283.86 ms [2022-03-21 21:34:28 main:574] : INFO : Epoch 1650 | loss: 0.0310469 | val_loss: 0.0312131 | Time: 2133.21 ms [2022-03-21 21:34:31 main:574] : INFO : Epoch 1651 | loss: 0.0310426 | val_loss: 0.0312108 | Time: 2183.29 ms [2022-03-21 21:34:33 main:574] : INFO : Epoch 1652 | loss: 0.0310489 | val_loss: 0.031206 | Time: 2253.12 ms [2022-03-21 21:34:35 main:574] : INFO : Epoch 1653 | loss: 0.031045 | val_loss: 0.0312263 | Time: 2254.55 ms [2022-03-21 21:34:37 main:574] : INFO : Epoch 1654 | loss: 0.0310482 | val_loss: 0.0312288 | Time: 2248.41 ms [2022-03-21 21:34:40 main:574] : INFO : Epoch 1655 | loss: 0.031047 | val_loss: 0.0312156 | Time: 2249.15 ms [2022-03-21 21:34:42 main:574] : INFO : Epoch 1656 | loss: 0.0310448 | val_loss: 0.031208 | Time: 2251.15 ms [2022-03-21 21:34:44 main:574] : INFO : Epoch 1657 | loss: 0.0310431 | val_loss: 0.0312209 | Time: 2226.39 ms [2022-03-21 21:34:46 main:574] : INFO : Epoch 1658 | loss: 0.031044 | val_loss: 0.0312231 | Time: 2220.01 ms [2022-03-21 21:34:49 main:574] : INFO : Epoch 1659 | loss: 0.0310516 | val_loss: 0.0312136 | Time: 2373.4 ms [2022-03-21 21:34:51 main:574] : INFO : Epoch 1660 | loss: 0.0310434 | val_loss: 0.0312239 | Time: 2279.48 ms [2022-03-21 21:34:53 main:574] : INFO : Epoch 1661 | loss: 0.0310421 | val_loss: 0.031207 | Time: 2255.78 ms [2022-03-21 21:34:56 main:574] : INFO : Epoch 1662 | loss: 0.0310424 | val_loss: 0.0312166 | Time: 2302.67 ms [2022-03-21 21:34:58 main:574] : INFO : Epoch 1663 | loss: 0.0310435 | val_loss: 0.0312292 | Time: 2205.8 ms [2022-03-21 21:35:00 main:574] : INFO : Epoch 1664 | loss: 0.0310422 | val_loss: 0.0312316 | Time: 2222.05 ms [2022-03-21 21:35:02 main:574] : INFO : Epoch 1665 | loss: 0.0310432 | val_loss: 0.0312298 | Time: 2289.5 ms [2022-03-21 21:35:05 main:574] : INFO : Epoch 1666 | loss: 0.031054 | val_loss: 0.0312195 | Time: 2166.53 ms [2022-03-21 21:35:07 main:574] : INFO : Epoch 1667 | loss: 0.0310595 | val_loss: 0.0312316 | Time: 2206.93 ms [2022-03-21 21:35:09 main:574] : INFO : Epoch 1668 | loss: 0.0310507 | val_loss: 0.0312185 | Time: 2261.17 ms [2022-03-21 21:35:11 main:574] : INFO : Epoch 1669 | loss: 0.0310452 | val_loss: 0.0312065 | Time: 2181.29 ms [2022-03-21 21:35:14 main:574] : INFO : Epoch 1670 | loss: 0.0310494 | val_loss: 0.0312175 | Time: 2296.83 ms [2022-03-21 21:35:16 main:574] : INFO : Epoch 1671 | loss: 0.031042 | val_loss: 0.0312342 | Time: 2328.32 ms [2022-03-21 21:35:18 main:574] : INFO : Epoch 1672 | loss: 0.0310434 | val_loss: 0.0312322 | Time: 2199.63 ms [2022-03-21 21:35:20 main:574] : INFO : Epoch 1673 | loss: 0.0310887 | val_loss: 0.0311925 | Time: 2322.09 ms [2022-03-21 21:35:23 main:574] : INFO : Epoch 1674 | loss: 0.031123 | val_loss: 0.031175 | Time: 2181.66 ms [2022-03-21 21:35:25 main:574] : INFO : Epoch 1675 | loss: 0.0311076 | val_loss: 0.0311805 | Time: 2282.85 ms [2022-03-21 21:35:27 main:574] : INFO : Epoch 1676 | loss: 0.0310864 | val_loss: 0.0311883 | Time: 2270.01 ms [2022-03-21 21:35:29 main:574] : INFO : Epoch 1677 | loss: 0.0310678 | val_loss: 0.0312198 | Time: 2235.22 ms [2022-03-21 21:35:32 main:574] : INFO : Epoch 1678 | loss: 0.0310552 | val_loss: 0.0312011 | Time: 2222.22 ms [2022-03-21 21:35:34 main:574] : INFO : Epoch 1679 | loss: 0.0310483 | val_loss: 0.0312157 | Time: 2214.41 ms [2022-03-21 21:35:36 main:574] : INFO : Epoch 1680 | loss: 0.0310447 | val_loss: 0.0312392 | Time: 2260.78 ms [2022-03-21 21:35:38 main:574] : INFO : Epoch 1681 | loss: 0.0310443 | val_loss: 0.0312323 | Time: 2359.18 ms [2022-03-21 21:35:41 main:574] : INFO : Epoch 1682 | loss: 0.0310446 | val_loss: 0.0312082 | Time: 2238.08 ms [2022-03-21 21:35:43 main:574] : INFO : Epoch 1683 | loss: 0.0310402 | val_loss: 0.031213 | Time: 2185.91 ms [2022-03-21 21:35:45 main:574] : INFO : Epoch 1684 | loss: 0.0310432 | val_loss: 0.031222 | Time: 2185.1 ms [2022-03-21 21:35:47 main:574] : INFO : Epoch 1685 | loss: 0.0310487 | val_loss: 0.0312088 | Time: 2278.44 ms [2022-03-21 21:35:50 main:574] : INFO : Epoch 1686 | loss: 0.0310513 | val_loss: 0.0312305 | Time: 2243.03 ms [2022-03-21 21:35:52 main:574] : INFO : Epoch 1687 | loss: 0.0310453 | val_loss: 0.0312355 | Time: 2193.37 ms [2022-03-21 21:35:54 main:574] : INFO : Epoch 1688 | loss: 0.0310423 | val_loss: 0.0312266 | Time: 2268.62 ms [2022-03-21 21:35:56 main:574] : INFO : Epoch 1689 | loss: 0.0310529 | val_loss: 0.0312236 | Time: 2247.45 ms [2022-03-21 21:35:59 main:574] : INFO : Epoch 1690 | loss: 0.0310461 | val_loss: 0.0312276 | Time: 2182.24 ms [2022-03-21 21:36:01 main:574] : INFO : Epoch 1691 | loss: 0.0310419 | val_loss: 0.0312259 | Time: 2246.52 ms [2022-03-21 21:36:03 main:574] : INFO : Epoch 1692 | loss: 0.0310397 | val_loss: 0.0312307 | Time: 2256.43 ms [2022-03-21 21:36:05 main:574] : INFO : Epoch 1693 | loss: 0.031044 | val_loss: 0.0312203 | Time: 2247.31 ms [2022-03-21 21:36:07 main:574] : INFO : Epoch 1694 | loss: 0.0310397 | val_loss: 0.031229 | Time: 2172.93 ms [2022-03-21 21:36:10 main:574] : INFO : Epoch 1695 | loss: 0.0310391 | val_loss: 0.0312299 | Time: 2272.07 ms [2022-03-21 21:36:12 main:574] : INFO : Epoch 1696 | loss: 0.0310376 | val_loss: 0.0312276 | Time: 2197.54 ms [2022-03-21 21:36:14 main:574] : INFO : Epoch 1697 | loss: 0.0310449 | val_loss: 0.0312096 | Time: 2180.15 ms [2022-03-21 21:36:17 main:574] : INFO : Epoch 1698 | loss: 0.0310445 | val_loss: 0.0312241 | Time: 2357.49 ms [2022-03-21 21:36:19 main:574] : INFO : Epoch 1699 | loss: 0.0310457 | val_loss: 0.031229 | Time: 2314.81 ms [2022-03-21 21:36:21 main:574] : INFO : Epoch 1700 | loss: 0.0310444 | val_loss: 0.0312261 | Time: 2233.32 ms [2022-03-21 21:36:23 main:574] : INFO : Epoch 1701 | loss: 0.0310425 | val_loss: 0.0312172 | Time: 2169.64 ms [2022-03-21 21:36:26 main:574] : INFO : Epoch 1702 | loss: 0.0310437 | val_loss: 0.0312178 | Time: 2253.78 ms [2022-03-21 21:36:28 main:574] : INFO : Epoch 1703 | loss: 0.0310453 | val_loss: 0.0312203 | Time: 2279.41 ms [2022-03-21 21:36:30 main:574] : INFO : Epoch 1704 | loss: 0.0310405 | val_loss: 0.0312344 | Time: 2207.55 ms [2022-03-21 21:36:32 main:574] : INFO : Epoch 1705 | loss: 0.0310395 | val_loss: 0.031216 | Time: 2336.69 ms [2022-03-21 21:36:35 main:574] : INFO : Epoch 1706 | loss: 0.0310381 | val_loss: 0.0312424 | Time: 2217.39 ms [2022-03-21 21:36:37 main:574] : INFO : Epoch 1707 | loss: 0.0310373 | val_loss: 0.0312363 | Time: 2231.41 ms [2022-03-21 21:36:39 main:574] : INFO : Epoch 1708 | loss: 0.0310372 | val_loss: 0.0312246 | Time: 2242.93 ms [2022-03-21 21:36:41 main:574] : INFO : Epoch 1709 | loss: 0.0310388 | val_loss: 0.0312403 | Time: 2301.01 ms [2022-03-21 21:36:44 main:574] : INFO : Epoch 1710 | loss: 0.0310386 | val_loss: 0.0312277 | Time: 2204.23 ms [2022-03-21 21:36:46 main:574] : INFO : Epoch 1711 | loss: 0.0310427 | val_loss: 0.0312411 | Time: 2284.13 ms [2022-03-21 21:36:48 main:574] : INFO : Epoch 1712 | loss: 0.0310435 | val_loss: 0.031218 | Time: 2191.79 ms [2022-03-21 21:36:50 main:574] : INFO : Epoch 1713 | loss: 0.0310488 | val_loss: 0.0312151 | Time: 2256.92 ms [2022-03-21 21:36:53 main:574] : INFO : Epoch 1714 | loss: 0.0310488 | val_loss: 0.031213 | Time: 2179.92 ms [2022-03-21 21:36:55 main:574] : INFO : Epoch 1715 | loss: 0.0310477 | val_loss: 0.0312279 | Time: 2249.51 ms [2022-03-21 21:36:57 main:574] : INFO : Epoch 1716 | loss: 0.031043 | val_loss: 0.0312359 | Time: 2229.25 ms [2022-03-21 21:36:59 main:574] : INFO : Epoch 1717 | loss: 0.031037 | val_loss: 0.0312292 | Time: 2293.07 ms [2022-03-21 21:37:02 main:574] : INFO : Epoch 1718 | loss: 0.0310378 | val_loss: 0.0312086 | Time: 2294.78 ms [2022-03-21 21:37:04 main:574] : INFO : Epoch 1719 | loss: 0.0310404 | val_loss: 0.0312111 | Time: 2307.58 ms [2022-03-21 21:37:06 main:574] : INFO : Epoch 1720 | loss: 0.0310381 | val_loss: 0.0312365 | Time: 2276.13 ms [2022-03-21 21:37:08 main:574] : INFO : Epoch 1721 | loss: 0.0310359 | val_loss: 0.0312455 | Time: 2166.55 ms [2022-03-21 21:37:11 main:574] : INFO : Epoch 1722 | loss: 0.0310307 | val_loss: 0.0312306 | Time: 2237.78 ms [2022-03-21 21:37:13 main:574] : INFO : Epoch 1723 | loss: 0.0310407 | val_loss: 0.0312199 | Time: 2148.79 ms [2022-03-21 21:37:15 main:574] : INFO : Epoch 1724 | loss: 0.0310472 | val_loss: 0.0312371 | Time: 2273.34 ms [2022-03-21 21:37:17 main:574] : INFO : Epoch 1725 | loss: 0.0310377 | val_loss: 0.0312466 | Time: 2212.22 ms [2022-03-21 21:37:20 main:574] : INFO : Epoch 1726 | loss: 0.0310382 | val_loss: 0.0312134 | Time: 2259.8 ms [2022-03-21 21:37:22 main:574] : INFO : Epoch 1727 | loss: 0.0310375 | val_loss: 0.0312108 | Time: 2174.14 ms [2022-03-21 21:37:24 main:574] : INFO : Epoch 1728 | loss: 0.0310404 | val_loss: 0.0312244 | Time: 2212.51 ms [2022-03-21 21:37:26 main:574] : INFO : Epoch 1729 | loss: 0.0310397 | val_loss: 0.0312274 | Time: 2329.58 ms [2022-03-21 21:37:28 main:574] : INFO : Epoch 1730 | loss: 0.0310385 | val_loss: 0.0312232 | Time: 2222.65 ms [2022-03-21 21:37:31 main:574] : INFO : Epoch 1731 | loss: 0.0310387 | val_loss: 0.031221 | Time: 2234.93 ms [2022-03-21 21:37:33 main:574] : INFO : Epoch 1732 | loss: 0.0310347 | val_loss: 0.0312138 | Time: 2235.73 ms [2022-03-21 21:37:35 main:574] : INFO : Epoch 1733 | loss: 0.031038 | val_loss: 0.0312252 | Time: 2186.65 ms [2022-03-21 21:37:37 main:574] : INFO : Epoch 1734 | loss: 0.0310383 | val_loss: 0.0312371 | Time: 2253.87 ms [2022-03-21 21:37:40 main:574] : INFO : Epoch 1735 | loss: 0.0310398 | val_loss: 0.031242 | Time: 2227.72 ms [2022-03-21 21:37:42 main:574] : INFO : Epoch 1736 | loss: 0.0310404 | val_loss: 0.0312086 | Time: 2110.76 ms [2022-03-21 21:37:44 main:574] : INFO : Epoch 1737 | loss: 0.0310412 | val_loss: 0.0312264 | Time: 2246.51 ms [2022-03-21 21:37:46 main:574] : INFO : Epoch 1738 | loss: 0.0310372 | val_loss: 0.0312257 | Time: 2163.23 ms [2022-03-21 21:37:48 main:574] : INFO : Epoch 1739 | loss: 0.0310475 | val_loss: 0.031218 | Time: 2209.49 ms [2022-03-21 21:37:51 main:574] : INFO : Epoch 1740 | loss: 0.0310443 | val_loss: 0.03121 | Time: 2291.48 ms [2022-03-21 21:37:53 main:574] : INFO : Epoch 1741 | loss: 0.0310404 | val_loss: 0.0312295 | Time: 2318.82 ms [2022-03-21 21:37:55 main:574] : INFO : Epoch 1742 | loss: 0.031044 | val_loss: 0.0312392 | Time: 2202.09 ms [2022-03-21 21:37:57 main:574] : INFO : Epoch 1743 | loss: 0.0310392 | val_loss: 0.0312254 | Time: 2203.84 ms [2022-03-21 21:38:00 main:574] : INFO : Epoch 1744 | loss: 0.0310427 | val_loss: 0.0312249 | Time: 2195.38 ms [2022-03-21 21:38:02 main:574] : INFO : Epoch 1745 | loss: 0.0310384 | val_loss: 0.0312384 | Time: 2194.9 ms [2022-03-21 21:38:04 main:574] : INFO : Epoch 1746 | loss: 0.031034 | val_loss: 0.0312433 | Time: 2157.14 ms [2022-03-21 21:38:06 main:574] : INFO : Epoch 1747 | loss: 0.0310322 | val_loss: 0.0312317 | Time: 2226.68 ms [2022-03-21 21:38:08 main:574] : INFO : Epoch 1748 | loss: 0.0310377 | val_loss: 0.0312278 | Time: 2238.35 ms [2022-03-21 21:38:11 main:574] : INFO : Epoch 1749 | loss: 0.0310374 | val_loss: 0.0312316 | Time: 2259.7 ms [2022-03-21 21:38:13 main:574] : INFO : Epoch 1750 | loss: 0.0310371 | val_loss: 0.0312282 | Time: 2149.09 ms [2022-03-21 21:38:15 main:574] : INFO : Epoch 1751 | loss: 0.0310376 | val_loss: 0.0312201 | Time: 2206.93 ms [2022-03-21 21:38:17 main:574] : INFO : Epoch 1752 | loss: 0.0310391 | val_loss: 0.031254 | Time: 2242.9 ms [2022-03-21 21:38:20 main:574] : INFO : Epoch 1753 | loss: 0.0310381 | val_loss: 0.0312158 | Time: 2267.85 ms [2022-03-21 21:38:22 main:574] : INFO : Epoch 1754 | loss: 0.0310402 | val_loss: 0.0312181 | Time: 2220.89 ms [2022-03-21 21:38:24 main:574] : INFO : Epoch 1755 | loss: 0.0310387 | val_loss: 0.0312223 | Time: 2166.09 ms [2022-03-21 21:38:26 main:574] : INFO : Epoch 1756 | loss: 0.0310376 | val_loss: 0.0312248 | Time: 2259.06 ms [2022-03-21 21:38:28 main:574] : INFO : Epoch 1757 | loss: 0.0310404 | val_loss: 0.0312201 | Time: 2175.92 ms [2022-03-21 21:38:31 main:574] : INFO : Epoch 1758 | loss: 0.0310401 | val_loss: 0.0312308 | Time: 2195.65 ms [2022-03-21 21:38:33 main:574] : INFO : Epoch 1759 | loss: 0.0310467 | val_loss: 0.03121 | Time: 2226 ms [2022-03-21 21:38:35 main:574] : INFO : Epoch 1760 | loss: 0.0310462 | val_loss: 0.0312314 | Time: 2272.75 ms [2022-03-21 21:38:37 main:574] : INFO : Epoch 1761 | loss: 0.0310414 | val_loss: 0.0312328 | Time: 2192.73 ms [2022-03-21 21:38:40 main:574] : INFO : Epoch 1762 | loss: 0.0310402 | val_loss: 0.0312166 | Time: 2205.04 ms [2022-03-21 21:38:42 main:574] : INFO : Epoch 1763 | loss: 0.0310337 | val_loss: 0.0312262 | Time: 2155.11 ms [2022-03-21 21:38:44 main:574] : INFO : Epoch 1764 | loss: 0.0310407 | val_loss: 0.0312236 | Time: 2207.42 ms [2022-03-21 21:38:46 main:574] : INFO : Epoch 1765 | loss: 0.0310432 | val_loss: 0.031227 | Time: 2222.31 ms [2022-03-21 21:38:48 main:574] : INFO : Epoch 1766 | loss: 0.0310363 | val_loss: 0.031226 | Time: 2175.89 ms [2022-03-21 21:38:51 main:574] : INFO : Epoch 1767 | loss: 0.0310325 | val_loss: 0.031233 | Time: 2235.2 ms [2022-03-21 21:38:53 main:574] : INFO : Epoch 1768 | loss: 0.031035 | val_loss: 0.0312314 | Time: 2247.87 ms [2022-03-21 21:38:55 main:574] : INFO : Epoch 1769 | loss: 0.031038 | val_loss: 0.0312527 | Time: 2203.93 ms [2022-03-21 21:38:57 main:574] : INFO : Epoch 1770 | loss: 0.0310352 | val_loss: 0.0312356 | Time: 2231.62 ms [2022-03-21 21:39:00 main:574] : INFO : Epoch 1771 | loss: 0.0310331 | val_loss: 0.0312259 | Time: 2251.59 ms [2022-03-21 21:39:02 main:574] : INFO : Epoch 1772 | loss: 0.0310341 | val_loss: 0.031214 | Time: 2204.27 ms [2022-03-21 21:39:04 main:574] : INFO : Epoch 1773 | loss: 0.0310407 | val_loss: 0.0312353 | Time: 2171.3 ms [2022-03-21 21:39:06 main:574] : INFO : Epoch 1774 | loss: 0.0310431 | val_loss: 0.0312271 | Time: 2272.66 ms [2022-03-21 21:39:09 main:574] : INFO : Epoch 1775 | loss: 0.0311317 | val_loss: 0.0311799 | Time: 2258.36 ms [2022-03-21 21:39:11 main:574] : INFO : Epoch 1776 | loss: 0.0311371 | val_loss: 0.0311731 | Time: 2160.45 ms [2022-03-21 21:39:13 main:574] : INFO : Epoch 1777 | loss: 0.0311181 | val_loss: 0.0311798 | Time: 2258.39 ms [2022-03-21 21:39:15 main:574] : INFO : Epoch 1778 | loss: 0.0310993 | val_loss: 0.0311929 | Time: 2274.86 ms [2022-03-21 21:39:17 main:574] : INFO : Epoch 1779 | loss: 0.031079 | val_loss: 0.0312054 | Time: 2159.77 ms [2022-03-21 21:39:20 main:574] : INFO : Epoch 1780 | loss: 0.0310672 | val_loss: 0.0311998 | Time: 2180.85 ms [2022-03-21 21:39:22 main:574] : INFO : Epoch 1781 | loss: 0.0310531 | val_loss: 0.0312122 | Time: 2173.1 ms [2022-03-21 21:39:24 main:574] : INFO : Epoch 1782 | loss: 0.031042 | val_loss: 0.0312283 | Time: 2272.92 ms [2022-03-21 21:39:26 main:574] : INFO : Epoch 1783 | loss: 0.0310383 | val_loss: 0.0312207 | Time: 2194.7 ms [2022-03-21 21:39:28 main:574] : INFO : Epoch 1784 | loss: 0.0310408 | val_loss: 0.0312418 | Time: 2092.89 ms [2022-03-21 21:39:31 main:574] : INFO : Epoch 1785 | loss: 0.0310537 | val_loss: 0.0312071 | Time: 2240.89 ms [2022-03-21 21:39:33 main:574] : INFO : Epoch 1786 | loss: 0.0310535 | val_loss: 0.0312224 | Time: 2172.74 ms [2022-03-21 21:39:35 main:574] : INFO : Epoch 1787 | loss: 0.0310418 | val_loss: 0.0312032 | Time: 2239.89 ms [2022-03-21 21:39:37 main:574] : INFO : Epoch 1788 | loss: 0.0310376 | val_loss: 0.0312193 | Time: 2236.23 ms [2022-03-21 21:39:39 main:574] : INFO : Epoch 1789 | loss: 0.0310379 | val_loss: 0.0312214 | Time: 2177.16 ms [2022-03-21 21:39:42 main:574] : INFO : Epoch 1790 | loss: 0.0310339 | val_loss: 0.0312332 | Time: 2227.4 ms [2022-03-21 21:39:44 main:574] : INFO : Epoch 1791 | loss: 0.0310388 | val_loss: 0.0312334 | Time: 2300.58 ms [2022-03-21 21:39:46 main:574] : INFO : Epoch 1792 | loss: 0.0310374 | val_loss: 0.0312403 | Time: 2163.46 ms [2022-03-21 21:39:48 main:574] : INFO : Epoch 1793 | loss: 0.0310388 | val_loss: 0.0312385 | Time: 2235.65 ms [2022-03-21 21:39:51 main:574] : INFO : Epoch 1794 | loss: 0.0310318 | val_loss: 0.0312197 | Time: 2250.9 ms [2022-03-21 21:39:53 main:574] : INFO : Epoch 1795 | loss: 0.0310303 | val_loss: 0.0312567 | Time: 2156.54 ms [2022-03-21 21:39:55 main:574] : INFO : Epoch 1796 | loss: 0.0311431 | val_loss: 0.0311967 | Time: 2216.88 ms [2022-03-21 21:39:57 main:574] : INFO : Epoch 1797 | loss: 0.031181 | val_loss: 0.0311788 | Time: 2197.16 ms [2022-03-21 21:39:59 main:574] : INFO : Epoch 1798 | loss: 0.0311591 | val_loss: 0.0311926 | Time: 2220.21 ms [2022-03-21 21:40:02 main:574] : INFO : Epoch 1799 | loss: 0.0311473 | val_loss: 0.0311887 | Time: 2183.22 ms [2022-03-21 21:40:04 main:574] : INFO : Epoch 1800 | loss: 0.0311407 | val_loss: 0.0311589 | Time: 2213.16 ms [2022-03-21 21:40:06 main:574] : INFO : Epoch 1801 | loss: 0.0311284 | val_loss: 0.0311629 | Time: 2208.94 ms [2022-03-21 21:40:08 main:574] : INFO : Epoch 1802 | loss: 0.0311245 | val_loss: 0.0311645 | Time: 2245.74 ms [2022-03-21 21:40:11 main:574] : INFO : Epoch 1803 | loss: 0.0311235 | val_loss: 0.0311614 | Time: 2249.94 ms [2022-03-21 21:40:13 main:574] : INFO : Epoch 1804 | loss: 0.0311207 | val_loss: 0.0311633 | Time: 2175.47 ms [2022-03-21 21:40:15 main:574] : INFO : Epoch 1805 | loss: 0.0311145 | val_loss: 0.0311629 | Time: 2249.18 ms [2022-03-21 21:40:17 main:574] : INFO : Epoch 1806 | loss: 0.0311123 | val_loss: 0.031159 | Time: 2246.03 ms [2022-03-21 21:40:19 main:574] : INFO : Epoch 1807 | loss: 0.0311085 | val_loss: 0.0311633 | Time: 2243.14 ms [2022-03-21 21:40:22 main:574] : INFO : Epoch 1808 | loss: 0.0311058 | val_loss: 0.0311664 | Time: 2252.5 ms [2022-03-21 21:40:24 main:574] : INFO : Epoch 1809 | loss: 0.0311046 | val_loss: 0.031164 | Time: 2239.8 ms [2022-03-21 21:40:26 main:574] : INFO : Epoch 1810 | loss: 0.0311024 | val_loss: 0.0311649 | Time: 2249.56 ms [2022-03-21 21:40:29 main:574] : INFO : Epoch 1811 | loss: 0.0311018 | val_loss: 0.0311728 | Time: 2280.92 ms [2022-03-21 21:40:31 main:574] : INFO : Epoch 1812 | loss: 0.0310996 | val_loss: 0.0311694 | Time: 2248.07 ms [2022-03-21 21:40:33 main:574] : INFO : Epoch 1813 | loss: 0.0311002 | val_loss: 0.0311711 | Time: 2199.37 ms [2022-03-21 21:40:35 main:574] : INFO : Epoch 1814 | loss: 0.0310984 | val_loss: 0.0311736 | Time: 2267.42 ms [2022-03-21 21:40:38 main:574] : INFO : Epoch 1815 | loss: 0.031097 | val_loss: 0.0311692 | Time: 2226.21 ms [2022-03-21 21:40:40 main:574] : INFO : Epoch 1816 | loss: 0.0310963 | val_loss: 0.0311711 | Time: 2241.27 ms [2022-03-21 21:40:42 main:574] : INFO : Epoch 1817 | loss: 0.031095 | val_loss: 0.0311726 | Time: 2211.32 ms [2022-03-21 21:40:44 main:574] : INFO : Epoch 1818 | loss: 0.0310938 | val_loss: 0.0311767 | Time: 2185.44 ms [2022-03-21 21:40:46 main:574] : INFO : Epoch 1819 | loss: 0.0310943 | val_loss: 0.0311724 | Time: 2217.34 ms [2022-03-21 21:40:49 main:574] : INFO : Epoch 1820 | loss: 0.0310929 | val_loss: 0.0311744 | Time: 2199.51 ms [2022-03-21 21:40:51 main:574] : INFO : Epoch 1821 | loss: 0.0310906 | val_loss: 0.0311722 | Time: 2309.01 ms [2022-03-21 21:40:53 main:574] : INFO : Epoch 1822 | loss: 0.0310903 | val_loss: 0.0311835 | Time: 2180.89 ms [2022-03-21 21:40:55 main:574] : INFO : Epoch 1823 | loss: 0.03109 | val_loss: 0.0311729 | Time: 2252.57 ms [2022-03-21 21:40:58 main:574] : INFO : Epoch 1824 | loss: 0.0310878 | val_loss: 0.0311842 | Time: 2223.49 ms [2022-03-21 21:41:00 main:574] : INFO : Epoch 1825 | loss: 0.0310854 | val_loss: 0.0311757 | Time: 2202.31 ms [2022-03-21 21:41:02 main:574] : INFO : Epoch 1826 | loss: 0.0310883 | val_loss: 0.0311883 | Time: 2276.77 ms [2022-03-21 21:41:04 main:574] : INFO : Epoch 1827 | loss: 0.0310927 | val_loss: 0.0311778 | Time: 2259.39 ms [2022-03-21 21:41:07 main:574] : INFO : Epoch 1828 | loss: 0.0310866 | val_loss: 0.0311793 | Time: 2264.91 ms [2022-03-21 21:41:09 main:574] : INFO : Epoch 1829 | loss: 0.0310854 | val_loss: 0.0311818 | Time: 2209.08 ms [2022-03-21 21:41:11 main:574] : INFO : Epoch 1830 | loss: 0.0310874 | val_loss: 0.0311762 | Time: 2241.01 ms [2022-03-21 21:41:13 main:574] : INFO : Epoch 1831 | loss: 0.0310851 | val_loss: 0.0311787 | Time: 2277.62 ms [2022-03-21 21:41:16 main:574] : INFO : Epoch 1832 | loss: 0.0310854 | val_loss: 0.0311885 | Time: 2183.36 ms [2022-03-21 21:41:18 main:574] : INFO : Epoch 1833 | loss: 0.031086 | val_loss: 0.0311773 | Time: 2242.14 ms [2022-03-21 21:41:20 main:574] : INFO : Epoch 1834 | loss: 0.0310849 | val_loss: 0.0311901 | Time: 2258 ms [2022-03-21 21:41:22 main:574] : INFO : Epoch 1835 | loss: 0.0310859 | val_loss: 0.0311846 | Time: 2310.26 ms [2022-03-21 21:41:25 main:574] : INFO : Epoch 1836 | loss: 0.0310837 | val_loss: 0.0311914 | Time: 2264.39 ms [2022-03-21 21:41:27 main:574] : INFO : Epoch 1837 | loss: 0.0310865 | val_loss: 0.0312099 | Time: 2249.68 ms [2022-03-21 21:41:29 main:574] : INFO : Epoch 1838 | loss: 0.0310879 | val_loss: 0.031187 | Time: 2285.02 ms [2022-03-21 21:41:31 main:574] : INFO : Epoch 1839 | loss: 0.03109 | val_loss: 0.0311857 | Time: 2273.48 ms [2022-03-21 21:41:34 main:574] : INFO : Epoch 1840 | loss: 0.0310862 | val_loss: 0.0311917 | Time: 2211.71 ms [2022-03-21 21:41:36 main:574] : INFO : Epoch 1841 | loss: 0.0310855 | val_loss: 0.0311898 | Time: 2226.95 ms [2022-03-21 21:41:38 main:574] : INFO : Epoch 1842 | loss: 0.0310825 | val_loss: 0.0311891 | Time: 2261.2 ms [2022-03-21 21:41:40 main:574] : INFO : Epoch 1843 | loss: 0.0310821 | val_loss: 0.0311914 | Time: 2250.38 ms [2022-03-21 21:41:43 main:574] : INFO : Epoch 1844 | loss: 0.0310809 | val_loss: 0.0311836 | Time: 2194.97 ms [2022-03-21 21:41:45 main:574] : INFO : Epoch 1845 | loss: 0.0310801 | val_loss: 0.0311969 | Time: 2215.14 ms [2022-03-21 21:41:47 main:574] : INFO : Epoch 1846 | loss: 0.0310793 | val_loss: 0.0311915 | Time: 2280.32 ms [2022-03-21 21:41:49 main:574] : INFO : Epoch 1847 | loss: 0.031078 | val_loss: 0.0311841 | Time: 2288.47 ms [2022-03-21 21:41:52 main:574] : INFO : Epoch 1848 | loss: 0.0310778 | val_loss: 0.031192 | Time: 2182.09 ms [2022-03-21 21:41:54 main:574] : INFO : Epoch 1849 | loss: 0.0310828 | val_loss: 0.0311846 | Time: 2297.73 ms [2022-03-21 21:41:56 main:574] : INFO : Epoch 1850 | loss: 0.0310843 | val_loss: 0.0311921 | Time: 2286.72 ms [2022-03-21 21:41:58 main:574] : INFO : Epoch 1851 | loss: 0.031084 | val_loss: 0.0311873 | Time: 2239.33 ms [2022-03-21 21:42:01 main:574] : INFO : Epoch 1852 | loss: 0.0310819 | val_loss: 0.0311856 | Time: 2271.55 ms [2022-03-21 21:42:03 main:574] : INFO : Epoch 1853 | loss: 0.0310788 | val_loss: 0.0311915 | Time: 2229.72 ms [2022-03-21 21:42:05 main:574] : INFO : Epoch 1854 | loss: 0.031081 | val_loss: 0.0311859 | Time: 2273.54 ms [2022-03-21 21:42:08 main:574] : INFO : Epoch 1855 | loss: 0.0310779 | val_loss: 0.0311904 | Time: 2247.93 ms [2022-03-21 21:42:10 main:574] : INFO : Epoch 1856 | loss: 0.0310761 | val_loss: 0.0311992 | Time: 2251.39 ms [2022-03-21 21:42:12 main:574] : INFO : Epoch 1857 | loss: 0.0310763 | val_loss: 0.0311907 | Time: 2278.78 ms [2022-03-21 21:42:14 main:574] : INFO : Epoch 1858 | loss: 0.0310773 | val_loss: 0.031187 | Time: 2238.24 ms [2022-03-21 21:42:17 main:574] : INFO : Epoch 1859 | loss: 0.0310765 | val_loss: 0.0311875 | Time: 2285.65 ms [2022-03-21 21:42:19 main:574] : INFO : Epoch 1860 | loss: 0.0310775 | val_loss: 0.0311878 | Time: 2288.69 ms [2022-03-21 21:42:21 main:574] : INFO : Epoch 1861 | loss: 0.0310751 | val_loss: 0.0311915 | Time: 2284.74 ms [2022-03-21 21:42:23 main:574] : INFO : Epoch 1862 | loss: 0.0310747 | val_loss: 0.0311875 | Time: 2196.28 ms [2022-03-21 21:42:26 main:574] : INFO : Epoch 1863 | loss: 0.0310751 | val_loss: 0.0311925 | Time: 2268.77 ms [2022-03-21 21:42:28 main:574] : INFO : Epoch 1864 | loss: 0.0310749 | val_loss: 0.031182 | Time: 2295.13 ms [2022-03-21 21:42:30 main:574] : INFO : Epoch 1865 | loss: 0.0310766 | val_loss: 0.0311911 | Time: 2184.68 ms [2022-03-21 21:42:32 main:574] : INFO : Epoch 1866 | loss: 0.0310767 | val_loss: 0.0311962 | Time: 2232.93 ms [2022-03-21 21:42:35 main:574] : INFO : Epoch 1867 | loss: 0.0310738 | val_loss: 0.0311969 | Time: 2301.02 ms [2022-03-21 21:42:37 main:574] : INFO : Epoch 1868 | loss: 0.0310752 | val_loss: 0.0311834 | Time: 2224.95 ms [2022-03-21 21:42:39 main:574] : INFO : Epoch 1869 | loss: 0.0310752 | val_loss: 0.0311886 | Time: 2288.92 ms [2022-03-21 21:42:41 main:574] : INFO : Epoch 1870 | loss: 0.03107 | val_loss: 0.0311961 | Time: 2243.26 ms [2022-03-21 21:42:44 main:574] : INFO : Epoch 1871 | loss: 0.03107 | val_loss: 0.0311826 | Time: 2225.22 ms [2022-03-21 21:42:46 main:574] : INFO : Epoch 1872 | loss: 0.0310731 | val_loss: 0.0311878 | Time: 2294.83 ms [2022-03-21 21:42:48 main:574] : INFO : Epoch 1873 | loss: 0.0310704 | val_loss: 0.0311925 | Time: 2160.05 ms [2022-03-21 21:42:50 main:574] : INFO : Epoch 1874 | loss: 0.031073 | val_loss: 0.031208 | Time: 2290.66 ms [2022-03-21 21:42:53 main:574] : INFO : Epoch 1875 | loss: 0.0310733 | val_loss: 0.0312034 | Time: 2318.07 ms [2022-03-21 21:42:55 main:574] : INFO : Epoch 1876 | loss: 0.0310706 | val_loss: 0.0311953 | Time: 2227.12 ms [2022-03-21 21:42:57 main:574] : INFO : Epoch 1877 | loss: 0.0310714 | val_loss: 0.0312138 | Time: 2186.32 ms [2022-03-21 21:42:59 main:574] : INFO : Epoch 1878 | loss: 0.0310735 | val_loss: 0.0311932 | Time: 2216.94 ms [2022-03-21 21:43:02 main:574] : INFO : Epoch 1879 | loss: 0.0311039 | val_loss: 0.0311827 | Time: 2185.79 ms [2022-03-21 21:43:04 main:574] : INFO : Epoch 1880 | loss: 0.0311353 | val_loss: 0.0311865 | Time: 2197.85 ms [2022-03-21 21:43:06 main:574] : INFO : Epoch 1881 | loss: 0.0311188 | val_loss: 0.0311686 | Time: 2162.8 ms [2022-03-21 21:43:08 main:574] : INFO : Epoch 1882 | loss: 0.0311038 | val_loss: 0.0311834 | Time: 2272.29 ms [2022-03-21 21:43:10 main:574] : INFO : Epoch 1883 | loss: 0.031097 | val_loss: 0.0311784 | Time: 2169.12 ms [2022-03-21 21:43:13 main:574] : INFO : Epoch 1884 | loss: 0.0310858 | val_loss: 0.031186 | Time: 2305.65 ms [2022-03-21 21:43:15 main:574] : INFO : Epoch 1885 | loss: 0.0310821 | val_loss: 0.031188 | Time: 2281.66 ms [2022-03-21 21:43:17 main:574] : INFO : Epoch 1886 | loss: 0.031078 | val_loss: 0.0311906 | Time: 2221.59 ms [2022-03-21 21:43:19 main:574] : INFO : Epoch 1887 | loss: 0.0310734 | val_loss: 0.0311971 | Time: 2208.01 ms [2022-03-21 21:43:22 main:574] : INFO : Epoch 1888 | loss: 0.0310741 | val_loss: 0.0311855 | Time: 2284.84 ms [2022-03-21 21:43:24 main:574] : INFO : Epoch 1889 | loss: 0.0310697 | val_loss: 0.0312038 | Time: 2233.32 ms [2022-03-21 21:43:26 main:574] : INFO : Epoch 1890 | loss: 0.031068 | val_loss: 0.0311898 | Time: 2275.09 ms [2022-03-21 21:43:29 main:574] : INFO : Epoch 1891 | loss: 0.03107 | val_loss: 0.031186 | Time: 2240.77 ms [2022-03-21 21:43:31 main:574] : INFO : Epoch 1892 | loss: 0.0310635 | val_loss: 0.0312098 | Time: 2228.48 ms [2022-03-21 21:43:33 main:574] : INFO : Epoch 1893 | loss: 0.0310641 | val_loss: 0.0311954 | Time: 2192.42 ms [2022-03-21 21:43:35 main:574] : INFO : Epoch 1894 | loss: 0.0310644 | val_loss: 0.0312012 | Time: 2263.51 ms [2022-03-21 21:43:37 main:574] : INFO : Epoch 1895 | loss: 0.0310664 | val_loss: 0.0311911 | Time: 2259.85 ms [2022-03-21 21:43:40 main:574] : INFO : Epoch 1896 | loss: 0.0310617 | val_loss: 0.0311992 | Time: 2245.17 ms [2022-03-21 21:43:42 main:574] : INFO : Epoch 1897 | loss: 0.0310603 | val_loss: 0.0311987 | Time: 2180.25 ms [2022-03-21 21:43:44 main:574] : INFO : Epoch 1898 | loss: 0.0310631 | val_loss: 0.0311952 | Time: 2169.91 ms [2022-03-21 21:43:46 main:574] : INFO : Epoch 1899 | loss: 0.0310634 | val_loss: 0.0312016 | Time: 2207.65 ms [2022-03-21 21:43:49 main:574] : INFO : Epoch 1900 | loss: 0.031064 | val_loss: 0.0312232 | Time: 2190.89 ms [2022-03-21 21:43:51 main:574] : INFO : Epoch 1901 | loss: 0.0310694 | val_loss: 0.0312008 | Time: 2295.06 ms [2022-03-21 21:43:53 main:574] : INFO : Epoch 1902 | loss: 0.0310671 | val_loss: 0.0312127 | Time: 2305.42 ms [2022-03-21 21:43:55 main:574] : INFO : Epoch 1903 | loss: 0.0310657 | val_loss: 0.0311999 | Time: 2193.55 ms [2022-03-21 21:43:58 main:574] : INFO : Epoch 1904 | loss: 0.0310639 | val_loss: 0.0311991 | Time: 2228.34 ms [2022-03-21 21:44:00 main:574] : INFO : Epoch 1905 | loss: 0.0310604 | val_loss: 0.0311996 | Time: 2208.4 ms [2022-03-21 21:44:02 main:574] : INFO : Epoch 1906 | loss: 0.0310608 | val_loss: 0.031207 | Time: 2231.96 ms [2022-03-21 21:44:04 main:574] : INFO : Epoch 1907 | loss: 0.0310615 | val_loss: 0.0311934 | Time: 2248.07 ms [2022-03-21 21:44:06 main:574] : INFO : Epoch 1908 | loss: 0.0310606 | val_loss: 0.0312078 | Time: 2218.15 ms [2022-03-21 21:44:09 main:574] : INFO : Epoch 1909 | loss: 0.0310603 | val_loss: 0.0311984 | Time: 2105.81 ms [2022-03-21 21:44:11 main:574] : INFO : Epoch 1910 | loss: 0.0310618 | val_loss: 0.0312057 | Time: 2297.48 ms [2022-03-21 21:44:13 main:574] : INFO : Epoch 1911 | loss: 0.0310634 | val_loss: 0.0311954 | Time: 2222.92 ms [2022-03-21 21:44:15 main:574] : INFO : Epoch 1912 | loss: 0.0310645 | val_loss: 0.0312147 | Time: 2237.16 ms [2022-03-21 21:44:18 main:574] : INFO : Epoch 1913 | loss: 0.031066 | val_loss: 0.0312057 | Time: 2236.56 ms [2022-03-21 21:44:20 main:574] : INFO : Epoch 1914 | loss: 0.0310638 | val_loss: 0.0312071 | Time: 2206.36 ms [2022-03-21 21:44:22 main:574] : INFO : Epoch 1915 | loss: 0.0310619 | val_loss: 0.0312073 | Time: 2282.16 ms [2022-03-21 21:44:24 main:574] : INFO : Epoch 1916 | loss: 0.0310698 | val_loss: 0.0312118 | Time: 2195.61 ms [2022-03-21 21:44:26 main:574] : INFO : Epoch 1917 | loss: 0.0310751 | val_loss: 0.031195 | Time: 2181.43 ms [2022-03-21 21:44:29 main:574] : INFO : Epoch 1918 | loss: 0.0310649 | val_loss: 0.0311958 | Time: 2219.13 ms [2022-03-21 21:44:31 main:574] : INFO : Epoch 1919 | loss: 0.0310601 | val_loss: 0.0311981 | Time: 2243.11 ms [2022-03-21 21:44:33 main:574] : INFO : Epoch 1920 | loss: 0.0310606 | val_loss: 0.0311991 | Time: 2216.52 ms [2022-03-21 21:44:35 main:574] : INFO : Epoch 1921 | loss: 0.0310672 | val_loss: 0.0312061 | Time: 2243.86 ms [2022-03-21 21:44:38 main:574] : INFO : Epoch 1922 | loss: 0.0310649 | val_loss: 0.0312078 | Time: 2211.97 ms [2022-03-21 21:44:40 main:574] : INFO : Epoch 1923 | loss: 0.0310643 | val_loss: 0.0312104 | Time: 2235.17 ms [2022-03-21 21:44:42 main:574] : INFO : Epoch 1924 | loss: 0.0310673 | val_loss: 0.0312179 | Time: 2277.32 ms [2022-03-21 21:44:44 main:574] : INFO : Epoch 1925 | loss: 0.0310642 | val_loss: 0.0311998 | Time: 2255.27 ms [2022-03-21 21:44:47 main:574] : INFO : Epoch 1926 | loss: 0.0310649 | val_loss: 0.0312006 | Time: 2231.8 ms [2022-03-21 21:44:49 main:574] : INFO : Epoch 1927 | loss: 0.0310645 | val_loss: 0.0311965 | Time: 2187.09 ms [2022-03-21 21:44:51 main:574] : INFO : Epoch 1928 | loss: 0.0310626 | val_loss: 0.0312079 | Time: 2192.88 ms [2022-03-21 21:44:53 main:574] : INFO : Epoch 1929 | loss: 0.0310717 | val_loss: 0.0311904 | Time: 2252.71 ms [2022-03-21 21:44:56 main:574] : INFO : Epoch 1930 | loss: 0.0310811 | val_loss: 0.0311991 | Time: 2207.49 ms [2022-03-21 21:44:58 main:574] : INFO : Epoch 1931 | loss: 0.0310696 | val_loss: 0.0312016 | Time: 2172.75 ms [2022-03-21 21:45:00 main:574] : INFO : Epoch 1932 | loss: 0.0310629 | val_loss: 0.0311971 | Time: 2196.14 ms [2022-03-21 21:45:02 main:574] : INFO : Epoch 1933 | loss: 0.0310627 | val_loss: 0.0312067 | Time: 2260.98 ms [2022-03-21 21:45:04 main:574] : INFO : Epoch 1934 | loss: 0.0310671 | val_loss: 0.0311971 | Time: 2212.43 ms [2022-03-21 21:45:07 main:574] : INFO : Epoch 1935 | loss: 0.0310609 | val_loss: 0.0312062 | Time: 2169.78 ms [2022-03-21 21:45:09 main:574] : INFO : Epoch 1936 | loss: 0.0310597 | val_loss: 0.0312125 | Time: 2149.14 ms [2022-03-21 21:45:11 main:574] : INFO : Epoch 1937 | loss: 0.031059 | val_loss: 0.0312029 | Time: 2193.21 ms [2022-03-21 21:45:13 main:574] : INFO : Epoch 1938 | loss: 0.0310588 | val_loss: 0.0312042 | Time: 2256.62 ms [2022-03-21 21:45:15 main:574] : INFO : Epoch 1939 | loss: 0.0310611 | val_loss: 0.0312001 | Time: 2209.65 ms [2022-03-21 21:45:18 main:574] : INFO : Epoch 1940 | loss: 0.0310652 | val_loss: 0.0312079 | Time: 2181.33 ms [2022-03-21 21:45:20 main:574] : INFO : Epoch 1941 | loss: 0.0310694 | val_loss: 0.0311995 | Time: 2199.87 ms [2022-03-21 21:45:22 main:574] : INFO : Epoch 1942 | loss: 0.0310671 | val_loss: 0.0312021 | Time: 2295.56 ms [2022-03-21 21:45:24 main:574] : INFO : Epoch 1943 | loss: 0.0310619 | val_loss: 0.0311993 | Time: 2263.55 ms [2022-03-21 21:45:27 main:574] : INFO : Epoch 1944 | loss: 0.0310574 | val_loss: 0.0311975 | Time: 2224.86 ms [2022-03-21 21:45:29 main:574] : INFO : Epoch 1945 | loss: 0.0310599 | val_loss: 0.0311982 | Time: 2171.68 ms [2022-03-21 21:45:31 main:574] : INFO : Epoch 1946 | loss: 0.0310623 | val_loss: 0.0312128 | Time: 2158.92 ms [2022-03-21 21:45:33 main:574] : INFO : Epoch 1947 | loss: 0.0310582 | val_loss: 0.0312081 | Time: 2213.69 ms [2022-03-21 21:45:35 main:574] : INFO : Epoch 1948 | loss: 0.0310667 | val_loss: 0.0312017 | Time: 2163.28 ms [2022-03-21 21:45:38 main:574] : INFO : Epoch 1949 | loss: 0.0310668 | val_loss: 0.0311919 | Time: 2181.92 ms [2022-03-21 21:45:40 main:574] : INFO : Epoch 1950 | loss: 0.0310632 | val_loss: 0.0311917 | Time: 2254.94 ms [2022-03-21 21:45:42 main:574] : INFO : Epoch 1951 | loss: 0.0310667 | val_loss: 0.0312041 | Time: 2289.39 ms [2022-03-21 21:45:44 main:574] : INFO : Epoch 1952 | loss: 0.0310609 | val_loss: 0.0312161 | Time: 2206.92 ms [2022-03-21 21:45:47 main:574] : INFO : Epoch 1953 | loss: 0.0310642 | val_loss: 0.0311968 | Time: 2270.15 ms [2022-03-21 21:45:49 main:574] : INFO : Epoch 1954 | loss: 0.0310652 | val_loss: 0.0312074 | Time: 2225.18 ms [2022-03-21 21:45:51 main:574] : INFO : Epoch 1955 | loss: 0.0310606 | val_loss: 0.0311922 | Time: 2243.03 ms [2022-03-21 21:45:53 main:574] : INFO : Epoch 1956 | loss: 0.0310563 | val_loss: 0.0312046 | Time: 2243.03 ms [2022-03-21 21:45:56 main:574] : INFO : Epoch 1957 | loss: 0.0310567 | val_loss: 0.0312099 | Time: 2257.04 ms [2022-03-21 21:45:58 main:574] : INFO : Epoch 1958 | loss: 0.0310603 | val_loss: 0.0312097 | Time: 2263.14 ms [2022-03-21 21:46:00 main:574] : INFO : Epoch 1959 | loss: 0.0310495 | val_loss: 0.0312033 | Time: 2266.91 ms [2022-03-21 21:46:02 main:574] : INFO : Epoch 1960 | loss: 0.0310529 | val_loss: 0.0312045 | Time: 2207.74 ms [2022-03-21 21:46:05 main:574] : INFO : Epoch 1961 | loss: 0.0310536 | val_loss: 0.0312105 | Time: 2260.05 ms [2022-03-21 21:46:07 main:574] : INFO : Epoch 1962 | loss: 0.0310551 | val_loss: 0.0312101 | Time: 2237.71 ms [2022-03-21 21:46:09 main:574] : INFO : Epoch 1963 | loss: 0.0310611 | val_loss: 0.0312015 | Time: 2183.81 ms [2022-03-21 21:46:11 main:574] : INFO : Epoch 1964 | loss: 0.0310712 | val_loss: 0.0312223 | Time: 2197.95 ms [2022-03-21 21:46:13 main:574] : INFO : Epoch 1965 | loss: 0.0310659 | val_loss: 0.031193 | Time: 2190.47 ms [2022-03-21 21:46:16 main:574] : INFO : Epoch 1966 | loss: 0.0310592 | val_loss: 0.0312097 | Time: 2228.21 ms [2022-03-21 21:46:18 main:574] : INFO : Epoch 1967 | loss: 0.0310534 | val_loss: 0.0312117 | Time: 2281.48 ms [2022-03-21 21:46:20 main:574] : INFO : Epoch 1968 | loss: 0.0310535 | val_loss: 0.0312153 | Time: 2205.39 ms [2022-03-21 21:46:22 main:574] : INFO : Epoch 1969 | loss: 0.0310552 | val_loss: 0.031206 | Time: 2213.67 ms [2022-03-21 21:46:25 main:574] : INFO : Epoch 1970 | loss: 0.0310587 | val_loss: 0.0312098 | Time: 2174.15 ms [2022-03-21 21:46:27 main:574] : INFO : Epoch 1971 | loss: 0.0310599 | val_loss: 0.031217 | Time: 2274.42 ms [2022-03-21 21:46:29 main:574] : INFO : Epoch 1972 | loss: 0.0310572 | val_loss: 0.0312151 | Time: 2196.57 ms [2022-03-21 21:46:31 main:574] : INFO : Epoch 1973 | loss: 0.0310578 | val_loss: 0.0312254 | Time: 2244.65 ms [2022-03-21 21:46:33 main:574] : INFO : Epoch 1974 | loss: 0.0310634 | val_loss: 0.0312027 | Time: 2171.61 ms [2022-03-21 21:46:36 main:574] : INFO : Epoch 1975 | loss: 0.0310597 | val_loss: 0.0311968 | Time: 2241.19 ms [2022-03-21 21:46:38 main:574] : INFO : Epoch 1976 | loss: 0.0310569 | val_loss: 0.0312109 | Time: 2283.72 ms [2022-03-21 21:46:40 main:574] : INFO : Epoch 1977 | loss: 0.0310527 | val_loss: 0.0312155 | Time: 2179.21 ms [2022-03-21 21:46:42 main:574] : INFO : Epoch 1978 | loss: 0.0310577 | val_loss: 0.0312267 | Time: 2212.32 ms [2022-03-21 21:46:45 main:574] : INFO : Epoch 1979 | loss: 0.0310517 | val_loss: 0.0312102 | Time: 2284.68 ms [2022-03-21 21:46:47 main:574] : INFO : Epoch 1980 | loss: 0.0310612 | val_loss: 0.0312097 | Time: 2237.96 ms [2022-03-21 21:46:49 main:574] : INFO : Epoch 1981 | loss: 0.0310527 | val_loss: 0.0312142 | Time: 2191.99 ms [2022-03-21 21:46:51 main:574] : INFO : Epoch 1982 | loss: 0.0310511 | val_loss: 0.0312059 | Time: 2236.87 ms [2022-03-21 21:46:54 main:574] : INFO : Epoch 1983 | loss: 0.031049 | val_loss: 0.0312152 | Time: 2234.7 ms [2022-03-21 21:46:56 main:574] : INFO : Epoch 1984 | loss: 0.0310463 | val_loss: 0.0312091 | Time: 2245.03 ms [2022-03-21 21:46:58 main:574] : INFO : Epoch 1985 | loss: 0.0310509 | val_loss: 0.0312191 | Time: 2170.26 ms [2022-03-21 21:47:00 main:574] : INFO : Epoch 1986 | loss: 0.0310558 | val_loss: 0.0312175 | Time: 2224.89 ms [2022-03-21 21:47:02 main:574] : INFO : Epoch 1987 | loss: 0.0310597 | val_loss: 0.0312182 | Time: 2191.22 ms [2022-03-21 21:47:05 main:574] : INFO : Epoch 1988 | loss: 0.0310547 | val_loss: 0.0312096 | Time: 2237.43 ms [2022-03-21 21:47:07 main:574] : INFO : Epoch 1989 | loss: 0.0310495 | val_loss: 0.0312076 | Time: 2192.62 ms [2022-03-21 21:47:09 main:574] : INFO : Epoch 1990 | loss: 0.0310516 | val_loss: 0.0312031 | Time: 2134.25 ms [2022-03-21 21:47:11 main:574] : INFO : Epoch 1991 | loss: 0.0310526 | val_loss: 0.0312207 | Time: 2224.8 ms [2022-03-21 21:47:14 main:574] : INFO : Epoch 1992 | loss: 0.0310505 | val_loss: 0.0312093 | Time: 2293.14 ms [2022-03-21 21:47:16 main:574] : INFO : Epoch 1993 | loss: 0.0310481 | val_loss: 0.0312215 | Time: 2129.42 ms [2022-03-21 21:47:18 main:574] : INFO : Epoch 1994 | loss: 0.0310559 | val_loss: 0.031205 | Time: 2240.44 ms [2022-03-21 21:47:20 main:574] : INFO : Epoch 1995 | loss: 0.0310646 | val_loss: 0.0312137 | Time: 2216.13 ms [2022-03-21 21:47:22 main:574] : INFO : Epoch 1996 | loss: 0.0310585 | val_loss: 0.031217 | Time: 2153.53 ms [2022-03-21 21:47:25 main:574] : INFO : Epoch 1997 | loss: 0.0310586 | val_loss: 0.0312016 | Time: 2203.76 ms [2022-03-21 21:47:27 main:574] : INFO : Epoch 1998 | loss: 0.0310596 | val_loss: 0.0312032 | Time: 2166.68 ms [2022-03-21 21:47:29 main:574] : INFO : Epoch 1999 | loss: 0.0310566 | val_loss: 0.0312241 | Time: 2235.98 ms [2022-03-21 21:47:31 main:574] : INFO : Epoch 2000 | loss: 0.031061 | val_loss: 0.0312323 | Time: 2240.8 ms [2022-03-21 21:47:33 main:574] : INFO : Epoch 2001 | loss: 0.0310528 | val_loss: 0.0312245 | Time: 2159.75 ms [2022-03-21 21:47:36 main:574] : INFO : Epoch 2002 | loss: 0.03105 | val_loss: 0.0312008 | Time: 2207.22 ms [2022-03-21 21:47:38 main:574] : INFO : Epoch 2003 | loss: 0.0310521 | val_loss: 0.0312143 | Time: 2191.24 ms [2022-03-21 21:47:40 main:574] : INFO : Epoch 2004 | loss: 0.0310479 | val_loss: 0.0312301 | Time: 2241.62 ms [2022-03-21 21:47:42 main:574] : INFO : Epoch 2005 | loss: 0.0310469 | val_loss: 0.0312179 | Time: 2206.26 ms [2022-03-21 21:47:44 main:574] : INFO : Epoch 2006 | loss: 0.0310471 | val_loss: 0.0312098 | Time: 2159.4 ms [2022-03-21 21:47:47 main:574] : INFO : Epoch 2007 | loss: 0.0310475 | val_loss: 0.0312274 | Time: 2189.71 ms [2022-03-21 21:47:49 main:574] : INFO : Epoch 2008 | loss: 0.031053 | val_loss: 0.031209 | Time: 2189.69 ms [2022-03-21 21:47:51 main:574] : INFO : Epoch 2009 | loss: 0.0310521 | val_loss: 0.0312223 | Time: 2193.41 ms [2022-03-21 21:47:53 main:574] : INFO : Epoch 2010 | loss: 0.031058 | val_loss: 0.0312009 | Time: 2201.72 ms [2022-03-21 21:47:55 main:574] : INFO : Epoch 2011 | loss: 0.0310641 | val_loss: 0.0312168 | Time: 2123.53 ms [2022-03-21 21:47:58 main:574] : INFO : Epoch 2012 | loss: 0.0310535 | val_loss: 0.0312184 | Time: 2242.16 ms [2022-03-21 21:48:00 main:574] : INFO : Epoch 2013 | loss: 0.0310514 | val_loss: 0.0312086 | Time: 2265.34 ms [2022-03-21 21:48:02 main:574] : INFO : Epoch 2014 | loss: 0.0310513 | val_loss: 0.031219 | Time: 2259.3 ms [2022-03-21 21:48:04 main:574] : INFO : Epoch 2015 | loss: 0.0310515 | val_loss: 0.0312061 | Time: 2183.38 ms [2022-03-21 21:48:06 main:574] : INFO : Epoch 2016 | loss: 0.0310494 | val_loss: 0.0312004 | Time: 2166.37 ms [2022-03-21 21:48:09 main:574] : INFO : Epoch 2017 | loss: 0.0310556 | val_loss: 0.0312103 | Time: 2291.74 ms [2022-03-21 21:48:11 main:574] : INFO : Epoch 2018 | loss: 0.0310576 | val_loss: 0.0312341 | Time: 2160.97 ms [2022-03-21 21:48:13 main:574] : INFO : Epoch 2019 | loss: 0.031053 | val_loss: 0.0312119 | Time: 2211.05 ms [2022-03-21 21:48:15 main:574] : INFO : Epoch 2020 | loss: 0.0310529 | val_loss: 0.0312156 | Time: 2172.48 ms [2022-03-21 21:48:18 main:574] : INFO : Epoch 2021 | loss: 0.0310497 | val_loss: 0.0312148 | Time: 2188.55 ms [2022-03-21 21:48:20 main:574] : INFO : Epoch 2022 | loss: 0.0310459 | val_loss: 0.0312255 | Time: 2185.86 ms [2022-03-21 21:48:22 main:574] : INFO : Epoch 2023 | loss: 0.0310499 | val_loss: 0.0312325 | Time: 2205.23 ms [2022-03-21 21:48:24 main:574] : INFO : Epoch 2024 | loss: 0.0310505 | val_loss: 0.0312058 | Time: 2171.42 ms [2022-03-21 21:48:26 main:574] : INFO : Epoch 2025 | loss: 0.0310487 | val_loss: 0.0312222 | Time: 2252.64 ms [2022-03-21 21:48:29 main:574] : INFO : Epoch 2026 | loss: 0.0310499 | val_loss: 0.0312067 | Time: 2179.38 ms [2022-03-21 21:48:31 main:574] : INFO : Epoch 2027 | loss: 0.0310491 | val_loss: 0.0312074 | Time: 2146.71 ms [2022-03-21 21:48:33 main:574] : INFO : Epoch 2028 | loss: 0.0310479 | val_loss: 0.0312302 | Time: 2189.44 ms [2022-03-21 21:48:35 main:574] : INFO : Epoch 2029 | loss: 0.0310456 | val_loss: 0.0312307 | Time: 2212.39 ms [2022-03-21 21:48:37 main:574] : INFO : Epoch 2030 | loss: 0.0310451 | val_loss: 0.0312121 | Time: 2238.44 ms [2022-03-21 21:48:40 main:574] : INFO : Epoch 2031 | loss: 0.0310537 | val_loss: 0.0312227 | Time: 2221.21 ms [2022-03-21 21:48:42 main:574] : INFO : Epoch 2032 | loss: 0.031046 | val_loss: 0.0312292 | Time: 2226.41 ms [2022-03-21 21:48:44 main:574] : INFO : Epoch 2033 | loss: 0.0310471 | val_loss: 0.0312172 | Time: 2212.25 ms [2022-03-21 21:48:46 main:574] : INFO : Epoch 2034 | loss: 0.0310509 | val_loss: 0.0311995 | Time: 2202.69 ms [2022-03-21 21:48:48 main:574] : INFO : Epoch 2035 | loss: 0.0310726 | val_loss: 0.0312063 | Time: 2257.17 ms [2022-03-21 21:48:51 main:574] : INFO : Epoch 2036 | loss: 0.0310598 | val_loss: 0.0312144 | Time: 2179.12 ms [2022-03-21 21:48:53 main:574] : INFO : Epoch 2037 | loss: 0.0310479 | val_loss: 0.031212 | Time: 2255.57 ms [2022-03-21 21:48:55 main:574] : INFO : Epoch 2038 | loss: 0.0310455 | val_loss: 0.03121 | Time: 2257.52 ms [2022-03-21 21:48:57 main:574] : INFO : Epoch 2039 | loss: 0.0310481 | val_loss: 0.0312281 | Time: 2227.91 ms [2022-03-21 21:49:00 main:574] : INFO : Epoch 2040 | loss: 0.0310446 | val_loss: 0.0312315 | Time: 2215.84 ms [2022-03-21 21:49:02 main:574] : INFO : Epoch 2041 | loss: 0.0310453 | val_loss: 0.0312229 | Time: 2206.84 ms [2022-03-21 21:49:04 main:574] : INFO : Epoch 2042 | loss: 0.0310463 | val_loss: 0.031214 | Time: 2213.03 ms [2022-03-21 21:49:06 main:574] : INFO : Epoch 2043 | loss: 0.0310543 | val_loss: 0.0312197 | Time: 2236.27 ms [2022-03-21 21:49:09 main:574] : INFO : Epoch 2044 | loss: 0.031056 | val_loss: 0.0312144 | Time: 2235.6 ms [2022-03-21 21:49:11 main:574] : INFO : Epoch 2045 | loss: 0.031051 | val_loss: 0.0312054 | Time: 2229.42 ms [2022-03-21 21:49:13 main:574] : INFO : Epoch 2046 | loss: 0.0310454 | val_loss: 0.0312298 | Time: 2210.6 ms [2022-03-21 21:49:15 main:574] : INFO : Epoch 2047 | loss: 0.0310506 | val_loss: 0.0312109 | Time: 2245.77 ms [2022-03-21 21:49:18 main:574] : INFO : Epoch 2048 | loss: 0.0310463 | val_loss: 0.0312223 | Time: 2366.74 ms [2022-03-21 21:49:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312223 [2022-03-21 21:49:18 main:603] : INFO : Saving end state to config to file [2022-03-21 21:49:18 main:608] : INFO : Success, exiting.. 21:49:18 (22908): 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)