Task 11341666
| Name | ParityModified-1639966075-28171-2-0_0 |
| Workunit | 8587361 |
| Created | 4 Feb 2022, 4:13:09 UTC |
| Sent | 17 Feb 2022, 16:29:38 UTC |
| Report deadline | 25 Feb 2022, 16:29:38 UTC |
| Received | 17 Feb 2022, 18:43:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5172 |
| Run time | 1 hours 17 min 9 sec |
| CPU time | 1 hours 15 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,540.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311273 | val_loss: 0.0311672 | Time: 2258.85 ms
[2022-02-17 18:28:11 main:574] : INFO : Epoch 1543 | loss: 0.031142 | val_loss: 0.0311784 | Time: 2277.7 ms
[2022-02-17 18:28:13 main:574] : INFO : Epoch 1544 | loss: 0.0311698 | val_loss: 0.0311727 | Time: 2275.67 ms
[2022-02-17 18:28:15 main:574] : INFO : Epoch 1545 | loss: 0.0311661 | val_loss: 0.0311685 | Time: 2258.11 ms
[2022-02-17 18:28:17 main:574] : INFO : Epoch 1546 | loss: 0.0311587 | val_loss: 0.0311651 | Time: 2281.85 ms
[2022-02-17 18:28:20 main:574] : INFO : Epoch 1547 | loss: 0.0311557 | val_loss: 0.0311698 | Time: 2210.94 ms
[2022-02-17 18:28:22 main:574] : INFO : Epoch 1548 | loss: 0.0311543 | val_loss: 0.0311653 | Time: 2217.66 ms
[2022-02-17 18:28:24 main:574] : INFO : Epoch 1549 | loss: 0.0311496 | val_loss: 0.0311667 | Time: 2292.55 ms
[2022-02-17 18:28:26 main:574] : INFO : Epoch 1550 | loss: 0.0311484 | val_loss: 0.031168 | Time: 2291.1 ms
[2022-02-17 18:28:29 main:574] : INFO : Epoch 1551 | loss: 0.0311461 | val_loss: 0.031166 | Time: 2336.75 ms
[2022-02-17 18:28:31 main:574] : INFO : Epoch 1552 | loss: 0.0311474 | val_loss: 0.0311719 | Time: 2287.6 ms
[2022-02-17 18:28:33 main:574] : INFO : Epoch 1553 | loss: 0.0311469 | val_loss: 0.0311653 | Time: 2294.91 ms
[2022-02-17 18:28:36 main:574] : INFO : Epoch 1554 | loss: 0.031145 | val_loss: 0.0311628 | Time: 2314.37 ms
[2022-02-17 18:28:38 main:574] : INFO : Epoch 1555 | loss: 0.0311437 | val_loss: 0.0311667 | Time: 2266.85 ms
[2022-02-17 18:28:40 main:574] : INFO : Epoch 1556 | loss: 0.031141 | val_loss: 0.0311676 | Time: 2262.49 ms
[2022-02-17 18:28:43 main:574] : INFO : Epoch 1557 | loss: 0.0311451 | val_loss: 0.0311688 | Time: 2222.53 ms
[2022-02-17 18:28:45 main:574] : INFO : Epoch 1558 | loss: 0.0311467 | val_loss: 0.0311664 | Time: 2316.46 ms
[2022-02-17 18:28:47 main:574] : INFO : Epoch 1559 | loss: 0.0311436 | val_loss: 0.0311665 | Time: 2293.47 ms
[2022-02-17 18:28:49 main:574] : INFO : Epoch 1560 | loss: 0.0311423 | val_loss: 0.0311669 | Time: 2266.47 ms
[2022-02-17 18:28:52 main:574] : INFO : Epoch 1561 | loss: 0.0311405 | val_loss: 0.031169 | Time: 2273.99 ms
[2022-02-17 18:28:54 main:574] : INFO : Epoch 1562 | loss: 0.0311409 | val_loss: 0.0311727 | Time: 2286.03 ms
[2022-02-17 18:28:56 main:574] : INFO : Epoch 1563 | loss: 0.0311424 | val_loss: 0.0311663 | Time: 2256.72 ms
[2022-02-17 18:28:59 main:574] : INFO : Epoch 1564 | loss: 0.031143 | val_loss: 0.031167 | Time: 2228.4 ms
[2022-02-17 18:29:01 main:574] : INFO : Epoch 1565 | loss: 0.0311398 | val_loss: 0.0311698 | Time: 2273.89 ms
[2022-02-17 18:29:03 main:574] : INFO : Epoch 1566 | loss: 0.0311411 | val_loss: 0.0311654 | Time: 2232.27 ms
[2022-02-17 18:29:05 main:574] : INFO : Epoch 1567 | loss: 0.0311395 | val_loss: 0.0311651 | Time: 2221.24 ms
[2022-02-17 18:29:08 main:574] : INFO : Epoch 1568 | loss: 0.0311387 | val_loss: 0.0311643 | Time: 2308.01 ms
[2022-02-17 18:29:10 main:574] : INFO : Epoch 1569 | loss: 0.0311402 | val_loss: 0.031167 | Time: 2273.22 ms
[2022-02-17 18:29:12 main:574] : INFO : Epoch 1570 | loss: 0.0311457 | val_loss: 0.0311684 | Time: 2175.23 ms
[2022-02-17 18:29:14 main:574] : INFO : Epoch 1571 | loss: 0.0311463 | val_loss: 0.0311712 | Time: 2269.48 ms
[2022-02-17 18:29:17 main:574] : INFO : Epoch 1572 | loss: 0.0311433 | val_loss: 0.0311729 | Time: 2363.97 ms
[2022-02-17 18:29:19 main:574] : INFO : Epoch 1573 | loss: 0.03114 | val_loss: 0.0311676 | Time: 2238.41 ms
[2022-02-17 18:29:21 main:574] : INFO : Epoch 1574 | loss: 0.0311406 | val_loss: 0.0311687 | Time: 2260.25 ms
[2022-02-17 18:29:24 main:574] : INFO : Epoch 1575 | loss: 0.0311398 | val_loss: 0.0311689 | Time: 2266.98 ms
[2022-02-17 18:29:26 main:574] : INFO : Epoch 1576 | loss: 0.0311388 | val_loss: 0.0311639 | Time: 2332.66 ms
[2022-02-17 18:29:28 main:574] : INFO : Epoch 1577 | loss: 0.0311389 | val_loss: 0.0311707 | Time: 2203.67 ms
[2022-02-17 18:29:30 main:574] : INFO : Epoch 1578 | loss: 0.0311401 | val_loss: 0.0311772 | Time: 2271.62 ms
[2022-02-17 18:29:33 main:574] : INFO : Epoch 1579 | loss: 0.0311371 | val_loss: 0.0311721 | Time: 2317.4 ms
[2022-02-17 18:29:35 main:574] : INFO : Epoch 1580 | loss: 0.0311362 | val_loss: 0.0311715 | Time: 2234.02 ms
[2022-02-17 18:29:37 main:574] : INFO : Epoch 1581 | loss: 0.0311361 | val_loss: 0.0311712 | Time: 2307.37 ms
[2022-02-17 18:29:40 main:574] : INFO : Epoch 1582 | loss: 0.0311368 | val_loss: 0.0311699 | Time: 2304.64 ms
[2022-02-17 18:29:42 main:574] : INFO : Epoch 1583 | loss: 0.0311347 | val_loss: 0.0311747 | Time: 2233.5 ms
[2022-02-17 18:29:44 main:574] : INFO : Epoch 1584 | loss: 0.03114 | val_loss: 0.0311646 | Time: 2243.75 ms
[2022-02-17 18:29:46 main:574] : INFO : Epoch 1585 | loss: 0.0311388 | val_loss: 0.0311671 | Time: 2321.16 ms
[2022-02-17 18:29:49 main:574] : INFO : Epoch 1586 | loss: 0.0311373 | val_loss: 0.0311655 | Time: 2327.3 ms
[2022-02-17 18:29:51 main:574] : INFO : Epoch 1587 | loss: 0.0311351 | val_loss: 0.0311667 | Time: 2235.21 ms
[2022-02-17 18:29:53 main:574] : INFO : Epoch 1588 | loss: 0.0311355 | val_loss: 0.0311711 | Time: 2203.82 ms
[2022-02-17 18:29:55 main:574] : INFO : Epoch 1589 | loss: 0.0311323 | val_loss: 0.0311689 | Time: 2293.85 ms
[2022-02-17 18:29:58 main:574] : INFO : Epoch 1590 | loss: 0.0311333 | val_loss: 0.0311724 | Time: 2337.28 ms
[2022-02-17 18:30:00 main:574] : INFO : Epoch 1591 | loss: 0.0311339 | val_loss: 0.031183 | Time: 2249.27 ms
[2022-02-17 18:30:02 main:574] : INFO : Epoch 1592 | loss: 0.0311393 | val_loss: 0.031169 | Time: 2230.84 ms
[2022-02-17 18:30:05 main:574] : INFO : Epoch 1593 | loss: 0.0311313 | val_loss: 0.0311734 | Time: 2442.49 ms
[2022-02-17 18:30:07 main:574] : INFO : Epoch 1594 | loss: 0.0311315 | val_loss: 0.0311798 | Time: 2296.6 ms
[2022-02-17 18:30:09 main:574] : INFO : Epoch 1595 | loss: 0.0311306 | val_loss: 0.0311682 | Time: 2279.91 ms
[2022-02-17 18:30:12 main:574] : INFO : Epoch 1596 | loss: 0.0311332 | val_loss: 0.0311651 | Time: 2148.98 ms
[2022-02-17 18:30:14 main:574] : INFO : Epoch 1597 | loss: 0.0311317 | val_loss: 0.0311625 | Time: 2307.03 ms
[2022-02-17 18:30:16 main:574] : INFO : Epoch 1598 | loss: 0.0311332 | val_loss: 0.0311661 | Time: 2254.35 ms
[2022-02-17 18:30:18 main:574] : INFO : Epoch 1599 | loss: 0.0311348 | val_loss: 0.0311654 | Time: 2274.76 ms
[2022-02-17 18:30:21 main:574] : INFO : Epoch 1600 | loss: 0.0311346 | val_loss: 0.0311702 | Time: 2330.1 ms
[2022-02-17 18:30:23 main:574] : INFO : Epoch 1601 | loss: 0.0311313 | val_loss: 0.031163 | Time: 2377.76 ms
[2022-02-17 18:30:25 main:574] : INFO : Epoch 1602 | loss: 0.0311299 | val_loss: 0.0311662 | Time: 2255.65 ms
[2022-02-17 18:30:28 main:574] : INFO : Epoch 1603 | loss: 0.0311293 | val_loss: 0.0311665 | Time: 2287.1 ms
[2022-02-17 18:30:30 main:574] : INFO : Epoch 1604 | loss: 0.03113 | val_loss: 0.0311715 | Time: 2290.5 ms
[2022-02-17 18:30:32 main:574] : INFO : Epoch 1605 | loss: 0.0311328 | val_loss: 0.0311693 | Time: 2266.88 ms
[2022-02-17 18:30:35 main:574] : INFO : Epoch 1606 | loss: 0.0311283 | val_loss: 0.0311632 | Time: 2252.01 ms
[2022-02-17 18:30:37 main:574] : INFO : Epoch 1607 | loss: 0.0311288 | val_loss: 0.0311641 | Time: 2282.57 ms
[2022-02-17 18:30:39 main:574] : INFO : Epoch 1608 | loss: 0.0311312 | val_loss: 0.031165 | Time: 2303.17 ms
[2022-02-17 18:30:41 main:574] : INFO : Epoch 1609 | loss: 0.0311342 | val_loss: 0.0311657 | Time: 2235.96 ms
[2022-02-17 18:30:44 main:574] : INFO : Epoch 1610 | loss: 0.0311369 | val_loss: 0.0311585 | Time: 2229.33 ms
[2022-02-17 18:30:46 main:574] : INFO : Epoch 1611 | loss: 0.0311315 | val_loss: 0.0311629 | Time: 2215.51 ms
[2022-02-17 18:30:48 main:574] : INFO : Epoch 1612 | loss: 0.0311301 | val_loss: 0.0311652 | Time: 2226.87 ms
[2022-02-17 18:30:50 main:574] : INFO : Epoch 1613 | loss: 0.0311287 | val_loss: 0.0311683 | Time: 2292.44 ms
[2022-02-17 18:30:53 main:574] : INFO : Epoch 1614 | loss: 0.0311287 | val_loss: 0.0311648 | Time: 2271.93 ms
[2022-02-17 18:30:55 main:574] : INFO : Epoch 1615 | loss: 0.031128 | val_loss: 0.0311639 | Time: 2207.96 ms
[2022-02-17 18:30:57 main:574] : INFO : Epoch 1616 | loss: 0.0311268 | val_loss: 0.0311659 | Time: 2281.71 ms
[2022-02-17 18:31:00 main:574] : INFO : Epoch 1617 | loss: 0.0311296 | val_loss: 0.0311772 | Time: 2323.74 ms
[2022-02-17 18:31:02 main:574] : INFO : Epoch 1618 | loss: 0.0311323 | val_loss: 0.0311655 | Time: 2362.64 ms
[2022-02-17 18:31:04 main:574] : INFO : Epoch 1619 | loss: 0.0311275 | val_loss: 0.0311625 | Time: 2308.19 ms
[2022-02-17 18:31:07 main:574] : INFO : Epoch 1620 | loss: 0.0311277 | val_loss: 0.0311668 | Time: 2359.99 ms
[2022-02-17 18:31:09 main:574] : INFO : Epoch 1621 | loss: 0.0311276 | val_loss: 0.0311677 | Time: 2346.11 ms
[2022-02-17 18:31:11 main:574] : INFO : Epoch 1622 | loss: 0.0311284 | val_loss: 0.031164 | Time: 2342.89 ms
[2022-02-17 18:31:14 main:574] : INFO : Epoch 1623 | loss: 0.0311284 | val_loss: 0.0311635 | Time: 2314.34 ms
[2022-02-17 18:31:16 main:574] : INFO : Epoch 1624 | loss: 0.0311267 | val_loss: 0.0311686 | Time: 2283.45 ms
[2022-02-17 18:31:18 main:574] : INFO : Epoch 1625 | loss: 0.0311301 | val_loss: 0.031169 | Time: 2214.41 ms
[2022-02-17 18:31:21 main:574] : INFO : Epoch 1626 | loss: 0.031135 | val_loss: 0.0311629 | Time: 2285.03 ms
[2022-02-17 18:31:23 main:574] : INFO : Epoch 1627 | loss: 0.0311312 | val_loss: 0.0311699 | Time: 2349.37 ms
[2022-02-17 18:31:25 main:574] : INFO : Epoch 1628 | loss: 0.0311283 | val_loss: 0.0311679 | Time: 2252.57 ms
[2022-02-17 18:31:27 main:574] : INFO : Epoch 1629 | loss: 0.0311271 | val_loss: 0.031165 | Time: 2235.75 ms
[2022-02-17 18:31:30 main:574] : INFO : Epoch 1630 | loss: 0.0311278 | val_loss: 0.0311677 | Time: 2236.16 ms
[2022-02-17 18:31:32 main:574] : INFO : Epoch 1631 | loss: 0.0311311 | val_loss: 0.0311613 | Time: 2267.27 ms
[2022-02-17 18:31:34 main:574] : INFO : Epoch 1632 | loss: 0.0311287 | val_loss: 0.0311645 | Time: 2225.19 ms
[2022-02-17 18:31:36 main:574] : INFO : Epoch 1633 | loss: 0.0311271 | val_loss: 0.0311626 | Time: 2305.09 ms
[2022-02-17 18:31:39 main:574] : INFO : Epoch 1634 | loss: 0.031128 | val_loss: 0.0311614 | Time: 2254.31 ms
[2022-02-17 18:31:41 main:574] : INFO : Epoch 1635 | loss: 0.0311314 | val_loss: 0.0311714 | Time: 2333.86 ms
[2022-02-17 18:31:43 main:574] : INFO : Epoch 1636 | loss: 0.0311326 | val_loss: 0.031169 | Time: 2284.87 ms
[2022-02-17 18:31:46 main:574] : INFO : Epoch 1637 | loss: 0.0311296 | val_loss: 0.0311652 | Time: 2285.53 ms
[2022-02-17 18:31:48 main:574] : INFO : Epoch 1638 | loss: 0.0311316 | val_loss: 0.0311739 | Time: 2279.03 ms
[2022-02-17 18:31:50 main:574] : INFO : Epoch 1639 | loss: 0.0311314 | val_loss: 0.0311623 | Time: 2228.49 ms
[2022-02-17 18:31:53 main:574] : INFO : Epoch 1640 | loss: 0.0311309 | val_loss: 0.0311618 | Time: 2356.76 ms
[2022-02-17 18:31:55 main:574] : INFO : Epoch 1641 | loss: 0.0311307 | val_loss: 0.0311595 | Time: 2253.64 ms
[2022-02-17 18:31:57 main:574] : INFO : Epoch 1642 | loss: 0.0311289 | val_loss: 0.0311636 | Time: 2323.82 ms
[2022-02-17 18:31:59 main:574] : INFO : Epoch 1643 | loss: 0.0311292 | val_loss: 0.0311648 | Time: 2323.57 ms
[2022-02-17 18:32:02 main:574] : INFO : Epoch 1644 | loss: 0.0311296 | val_loss: 0.0311682 | Time: 2263.05 ms
[2022-02-17 18:32:04 main:574] : INFO : Epoch 1645 | loss: 0.0311308 | val_loss: 0.0311675 | Time: 2284.67 ms
[2022-02-17 18:32:06 main:574] : INFO : Epoch 1646 | loss: 0.0311285 | val_loss: 0.0311645 | Time: 2265.58 ms
[2022-02-17 18:32:09 main:574] : INFO : Epoch 1647 | loss: 0.0311248 | val_loss: 0.0311624 | Time: 2299.41 ms
[2022-02-17 18:32:11 main:574] : INFO : Epoch 1648 | loss: 0.0311251 | val_loss: 0.0311654 | Time: 2340.69 ms
[2022-02-17 18:32:13 main:574] : INFO : Epoch 1649 | loss: 0.0311276 | val_loss: 0.0311774 | Time: 2264.85 ms
[2022-02-17 18:32:16 main:574] : INFO : Epoch 1650 | loss: 0.0311291 | val_loss: 0.0311626 | Time: 2270.9 ms
[2022-02-17 18:32:18 main:574] : INFO : Epoch 1651 | loss: 0.0311322 | val_loss: 0.0311667 | Time: 2228.98 ms
[2022-02-17 18:32:20 main:574] : INFO : Epoch 1652 | loss: 0.0311265 | val_loss: 0.0311706 | Time: 2221.19 ms
[2022-02-17 18:32:22 main:574] : INFO : Epoch 1653 | loss: 0.0311282 | val_loss: 0.03117 | Time: 2233.99 ms
[2022-02-17 18:32:25 main:574] : INFO : Epoch 1654 | loss: 0.031128 | val_loss: 0.0311669 | Time: 2345.63 ms
[2022-02-17 18:32:27 main:574] : INFO : Epoch 1655 | loss: 0.0311274 | val_loss: 0.031169 | Time: 2339.65 ms
[2022-02-17 18:32:29 main:574] : INFO : Epoch 1656 | loss: 0.0311285 | val_loss: 0.0311607 | Time: 2219.06 ms
[2022-02-17 18:32:31 main:574] : INFO : Epoch 1657 | loss: 0.0311286 | val_loss: 0.0311653 | Time: 2229.98 ms
[2022-02-17 18:32:34 main:574] : INFO : Epoch 1658 | loss: 0.0311298 | val_loss: 0.0311692 | Time: 2317.89 ms
[2022-02-17 18:32:36 main:574] : INFO : Epoch 1659 | loss: 0.0311283 | val_loss: 0.0311696 | Time: 2246.52 ms
[2022-02-17 18:32:38 main:574] : INFO : Epoch 1660 | loss: 0.0311286 | val_loss: 0.0311698 | Time: 2285.1 ms
[2022-02-17 18:32:41 main:574] : INFO : Epoch 1661 | loss: 0.031134 | val_loss: 0.0311723 | Time: 2373.71 ms
[2022-02-17 18:32:43 main:574] : INFO : Epoch 1662 | loss: 0.0311276 | val_loss: 0.0311672 | Time: 2285.85 ms
[2022-02-17 18:32:45 main:574] : INFO : Epoch 1663 | loss: 0.0311265 | val_loss: 0.0311762 | Time: 2235.16 ms
[2022-02-17 18:32:48 main:574] : INFO : Epoch 1664 | loss: 0.0311242 | val_loss: 0.0311695 | Time: 2341.82 ms
[2022-02-17 18:32:50 main:574] : INFO : Epoch 1665 | loss: 0.0311251 | val_loss: 0.0311704 | Time: 2334.74 ms
[2022-02-17 18:32:52 main:574] : INFO : Epoch 1666 | loss: 0.0311232 | val_loss: 0.0311693 | Time: 2267.84 ms
[2022-02-17 18:32:55 main:574] : INFO : Epoch 1667 | loss: 0.0311214 | val_loss: 0.0311748 | Time: 2272.42 ms
[2022-02-17 18:32:57 main:574] : INFO : Epoch 1668 | loss: 0.031126 | val_loss: 0.0311668 | Time: 2260.63 ms
[2022-02-17 18:32:59 main:574] : INFO : Epoch 1669 | loss: 0.0311235 | val_loss: 0.0311683 | Time: 2327.24 ms
[2022-02-17 18:33:01 main:574] : INFO : Epoch 1670 | loss: 0.0311222 | val_loss: 0.0311765 | Time: 2218.25 ms
[2022-02-17 18:33:04 main:574] : INFO : Epoch 1671 | loss: 0.0311246 | val_loss: 0.0311671 | Time: 2285.22 ms
[2022-02-17 18:33:06 main:574] : INFO : Epoch 1672 | loss: 0.0311235 | val_loss: 0.0311699 | Time: 2257.6 ms
[2022-02-17 18:33:08 main:574] : INFO : Epoch 1673 | loss: 0.0311254 | val_loss: 0.0311838 | Time: 2209.63 ms
[2022-02-17 18:33:10 main:574] : INFO : Epoch 1674 | loss: 0.0311277 | val_loss: 0.0311676 | Time: 2284.93 ms
[2022-02-17 18:33:13 main:574] : INFO : Epoch 1675 | loss: 0.0311242 | val_loss: 0.0311812 | Time: 2249.51 ms
[2022-02-17 18:33:15 main:574] : INFO : Epoch 1676 | loss: 0.0311261 | val_loss: 0.0311691 | Time: 2275.7 ms
[2022-02-17 18:33:17 main:574] : INFO : Epoch 1677 | loss: 0.0311238 | val_loss: 0.0311691 | Time: 2243.9 ms
[2022-02-17 18:33:20 main:574] : INFO : Epoch 1678 | loss: 0.0311225 | val_loss: 0.0311674 | Time: 2245.92 ms
[2022-02-17 18:33:22 main:574] : INFO : Epoch 1679 | loss: 0.0311203 | val_loss: 0.0311672 | Time: 2338.44 ms
[2022-02-17 18:33:24 main:574] : INFO : Epoch 1680 | loss: 0.0311249 | val_loss: 0.0311625 | Time: 2317.71 ms
[2022-02-17 18:33:27 main:574] : INFO : Epoch 1681 | loss: 0.0311258 | val_loss: 0.0311673 | Time: 2290.88 ms
[2022-02-17 18:33:29 main:574] : INFO : Epoch 1682 | loss: 0.0311279 | val_loss: 0.0311713 | Time: 2296.75 ms
[2022-02-17 18:33:31 main:574] : INFO : Epoch 1683 | loss: 0.0311241 | val_loss: 0.0311696 | Time: 2331.55 ms
[2022-02-17 18:33:33 main:574] : INFO : Epoch 1684 | loss: 0.0311227 | val_loss: 0.0311645 | Time: 2209.74 ms
[2022-02-17 18:33:36 main:574] : INFO : Epoch 1685 | loss: 0.0311234 | val_loss: 0.031169 | Time: 2296.63 ms
[2022-02-17 18:33:38 main:574] : INFO : Epoch 1686 | loss: 0.0311283 | val_loss: 0.0311679 | Time: 2279.09 ms
[2022-02-17 18:33:40 main:574] : INFO : Epoch 1687 | loss: 0.031135 | val_loss: 0.0311665 | Time: 2330.59 ms
[2022-02-17 18:33:43 main:574] : INFO : Epoch 1688 | loss: 0.0311331 | val_loss: 0.0311676 | Time: 2316.85 ms
[2022-02-17 18:33:45 main:574] : INFO : Epoch 1689 | loss: 0.0311366 | val_loss: 0.0311704 | Time: 2306.46 ms
[2022-02-17 18:33:47 main:574] : INFO : Epoch 1690 | loss: 0.0311364 | val_loss: 0.0311658 | Time: 2211.16 ms
[2022-02-17 18:33:49 main:574] : INFO : Epoch 1691 | loss: 0.0311381 | val_loss: 0.0311705 | Time: 2231.74 ms
[2022-02-17 18:33:52 main:574] : INFO : Epoch 1692 | loss: 0.0311361 | val_loss: 0.0311711 | Time: 2232.57 ms
[2022-02-17 18:33:54 main:574] : INFO : Epoch 1693 | loss: 0.0311311 | val_loss: 0.0311664 | Time: 2299.5 ms
[2022-02-17 18:33:56 main:574] : INFO : Epoch 1694 | loss: 0.0311291 | val_loss: 0.031172 | Time: 2224.29 ms
[2022-02-17 18:33:59 main:574] : INFO : Epoch 1695 | loss: 0.0311293 | val_loss: 0.03117 | Time: 2320.13 ms
[2022-02-17 18:34:01 main:574] : INFO : Epoch 1696 | loss: 0.0311267 | val_loss: 0.0311705 | Time: 2277.16 ms
[2022-02-17 18:34:03 main:574] : INFO : Epoch 1697 | loss: 0.0311314 | val_loss: 0.0311743 | Time: 2265.58 ms
[2022-02-17 18:34:05 main:574] : INFO : Epoch 1698 | loss: 0.0311273 | val_loss: 0.0311691 | Time: 2267.73 ms
[2022-02-17 18:34:08 main:574] : INFO : Epoch 1699 | loss: 0.0311347 | val_loss: 0.0311667 | Time: 2344.48 ms
[2022-02-17 18:34:10 main:574] : INFO : Epoch 1700 | loss: 0.0311319 | val_loss: 0.0311628 | Time: 2302.59 ms
[2022-02-17 18:34:12 main:574] : INFO : Epoch 1701 | loss: 0.0311293 | val_loss: 0.0311703 | Time: 2321.43 ms
[2022-02-17 18:34:15 main:574] : INFO : Epoch 1702 | loss: 0.0311299 | val_loss: 0.031167 | Time: 2314.4 ms
[2022-02-17 18:34:17 main:574] : INFO : Epoch 1703 | loss: 0.0311497 | val_loss: 0.031161 | Time: 2274.35 ms
[2022-02-17 18:34:19 main:574] : INFO : Epoch 1704 | loss: 0.0311461 | val_loss: 0.0311625 | Time: 2162.99 ms
[2022-02-17 18:34:22 main:574] : INFO : Epoch 1705 | loss: 0.0311445 | val_loss: 0.0311569 | Time: 2288.35 ms
[2022-02-17 18:34:24 main:574] : INFO : Epoch 1706 | loss: 0.0311443 | val_loss: 0.031164 | Time: 2296.7 ms
[2022-02-17 18:34:26 main:574] : INFO : Epoch 1707 | loss: 0.0311442 | val_loss: 0.0311654 | Time: 2200.48 ms
[2022-02-17 18:34:28 main:574] : INFO : Epoch 1708 | loss: 0.0311454 | val_loss: 0.0311632 | Time: 2338.91 ms
[2022-02-17 18:34:31 main:574] : INFO : Epoch 1709 | loss: 0.0311458 | val_loss: 0.0311639 | Time: 2356.1 ms
[2022-02-17 18:34:33 main:574] : INFO : Epoch 1710 | loss: 0.031141 | val_loss: 0.031157 | Time: 2283.05 ms
[2022-02-17 18:34:35 main:574] : INFO : Epoch 1711 | loss: 0.0311374 | val_loss: 0.0311622 | Time: 2284.73 ms
[2022-02-17 18:34:38 main:574] : INFO : Epoch 1712 | loss: 0.0311351 | val_loss: 0.0311566 | Time: 2353.55 ms
[2022-02-17 18:34:40 main:574] : INFO : Epoch 1713 | loss: 0.0311319 | val_loss: 0.0311564 | Time: 2273.62 ms
[2022-02-17 18:34:42 main:574] : INFO : Epoch 1714 | loss: 0.0311333 | val_loss: 0.0311639 | Time: 2266.81 ms
[2022-02-17 18:34:45 main:574] : INFO : Epoch 1715 | loss: 0.0311379 | val_loss: 0.0311625 | Time: 2337.97 ms
[2022-02-17 18:34:47 main:574] : INFO : Epoch 1716 | loss: 0.0311354 | val_loss: 0.0311573 | Time: 2201.52 ms
[2022-02-17 18:34:49 main:574] : INFO : Epoch 1717 | loss: 0.0311349 | val_loss: 0.0311589 | Time: 2234.31 ms
[2022-02-17 18:34:51 main:574] : INFO : Epoch 1718 | loss: 0.031136 | val_loss: 0.0311565 | Time: 2265.64 ms
[2022-02-17 18:34:54 main:574] : INFO : Epoch 1719 | loss: 0.0311296 | val_loss: 0.0311692 | Time: 2249.71 ms
[2022-02-17 18:34:56 main:574] : INFO : Epoch 1720 | loss: 0.0311279 | val_loss: 0.0311627 | Time: 2308.06 ms
[2022-02-17 18:34:58 main:574] : INFO : Epoch 1721 | loss: 0.0311298 | val_loss: 0.0311581 | Time: 2216.2 ms
[2022-02-17 18:35:01 main:574] : INFO : Epoch 1722 | loss: 0.031129 | val_loss: 0.0311603 | Time: 2300.14 ms
[2022-02-17 18:35:03 main:574] : INFO : Epoch 1723 | loss: 0.0311255 | val_loss: 0.0311616 | Time: 2269.8 ms
[2022-02-17 18:35:05 main:574] : INFO : Epoch 1724 | loss: 0.0311288 | val_loss: 0.031163 | Time: 2252.17 ms
[2022-02-17 18:35:07 main:574] : INFO : Epoch 1725 | loss: 0.0311399 | val_loss: 0.0311679 | Time: 2277.07 ms
[2022-02-17 18:35:10 main:574] : INFO : Epoch 1726 | loss: 0.0311494 | val_loss: 0.0311678 | Time: 2267.32 ms
[2022-02-17 18:35:12 main:574] : INFO : Epoch 1727 | loss: 0.0311452 | val_loss: 0.0311615 | Time: 2347.26 ms
[2022-02-17 18:35:14 main:574] : INFO : Epoch 1728 | loss: 0.0311419 | val_loss: 0.0311649 | Time: 2243.81 ms
[2022-02-17 18:35:16 main:574] : INFO : Epoch 1729 | loss: 0.0311399 | val_loss: 0.0311712 | Time: 2210.86 ms
[2022-02-17 18:35:19 main:574] : INFO : Epoch 1730 | loss: 0.031141 | val_loss: 0.0311633 | Time: 2380.33 ms
[2022-02-17 18:35:21 main:574] : INFO : Epoch 1731 | loss: 0.0311402 | val_loss: 0.0311655 | Time: 2378.4 ms
[2022-02-17 18:35:24 main:574] : INFO : Epoch 1732 | loss: 0.0311412 | val_loss: 0.0311616 | Time: 2390.36 ms
[2022-02-17 18:35:26 main:574] : INFO : Epoch 1733 | loss: 0.031139 | val_loss: 0.031161 | Time: 2258.11 ms
[2022-02-17 18:35:28 main:574] : INFO : Epoch 1734 | loss: 0.0311326 | val_loss: 0.0311614 | Time: 2262.4 ms
[2022-02-17 18:35:31 main:574] : INFO : Epoch 1735 | loss: 0.0311332 | val_loss: 0.0311597 | Time: 2281.54 ms
[2022-02-17 18:35:33 main:574] : INFO : Epoch 1736 | loss: 0.0311348 | val_loss: 0.0311614 | Time: 2242.07 ms
[2022-02-17 18:35:35 main:574] : INFO : Epoch 1737 | loss: 0.0311313 | val_loss: 0.0311683 | Time: 2298.56 ms
[2022-02-17 18:35:37 main:574] : INFO : Epoch 1738 | loss: 0.0311303 | val_loss: 0.0311589 | Time: 2296.21 ms
[2022-02-17 18:35:40 main:574] : INFO : Epoch 1739 | loss: 0.0311421 | val_loss: 0.0311728 | Time: 2254.12 ms
[2022-02-17 18:35:42 main:574] : INFO : Epoch 1740 | loss: 0.0311834 | val_loss: 0.0311777 | Time: 2200.51 ms
[2022-02-17 18:35:44 main:574] : INFO : Epoch 1741 | loss: 0.0322569 | val_loss: 0.0315351 | Time: 2282.62 ms
[2022-02-17 18:35:46 main:574] : INFO : Epoch 1742 | loss: 0.0508126 | val_loss: 0.039327 | Time: 2286.58 ms
[2022-02-17 18:35:49 main:574] : INFO : Epoch 1743 | loss: 0.0343878 | val_loss: 0.0329573 | Time: 2294.23 ms
[2022-02-17 18:35:51 main:574] : INFO : Epoch 1744 | loss: 0.0319258 | val_loss: 0.0314991 | Time: 2307.07 ms
[2022-02-17 18:35:53 main:574] : INFO : Epoch 1745 | loss: 0.0313447 | val_loss: 0.0312583 | Time: 2386.88 ms
[2022-02-17 18:35:56 main:574] : INFO : Epoch 1746 | loss: 0.0312507 | val_loss: 0.0312354 | Time: 2275.33 ms
[2022-02-17 18:35:58 main:574] : INFO : Epoch 1747 | loss: 0.0312318 | val_loss: 0.0312326 | Time: 2238.58 ms
[2022-02-17 18:36:00 main:574] : INFO : Epoch 1748 | loss: 0.0312284 | val_loss: 0.0312244 | Time: 2303.9 ms
[2022-02-17 18:36:03 main:574] : INFO : Epoch 1749 | loss: 0.0312249 | val_loss: 0.0312231 | Time: 2341.23 ms
[2022-02-17 18:36:05 main:574] : INFO : Epoch 1750 | loss: 0.0312249 | val_loss: 0.0312284 | Time: 2281.61 ms
[2022-02-17 18:36:07 main:574] : INFO : Epoch 1751 | loss: 0.0312223 | val_loss: 0.0312216 | Time: 2210.45 ms
[2022-02-17 18:36:09 main:574] : INFO : Epoch 1752 | loss: 0.0312195 | val_loss: 0.0312162 | Time: 2229.86 ms
[2022-02-17 18:36:12 main:574] : INFO : Epoch 1753 | loss: 0.0312163 | val_loss: 0.0312166 | Time: 2262.21 ms
[2022-02-17 18:36:14 main:574] : INFO : Epoch 1754 | loss: 0.0312135 | val_loss: 0.0312113 | Time: 2223.21 ms
[2022-02-17 18:36:16 main:574] : INFO : Epoch 1755 | loss: 0.0312112 | val_loss: 0.0312103 | Time: 2261.25 ms
[2022-02-17 18:36:19 main:574] : INFO : Epoch 1756 | loss: 0.0312098 | val_loss: 0.0312088 | Time: 2339.68 ms
[2022-02-17 18:36:21 main:574] : INFO : Epoch 1757 | loss: 0.0312075 | val_loss: 0.0312055 | Time: 2223.72 ms
[2022-02-17 18:36:23 main:574] : INFO : Epoch 1758 | loss: 0.0312054 | val_loss: 0.0312031 | Time: 2251.96 ms
[2022-02-17 18:36:25 main:574] : INFO : Epoch 1759 | loss: 0.0312061 | val_loss: 0.0312021 | Time: 2279.4 ms
[2022-02-17 18:36:28 main:574] : INFO : Epoch 1760 | loss: 0.0312018 | val_loss: 0.0311991 | Time: 2221.8 ms
[2022-02-17 18:36:30 main:574] : INFO : Epoch 1761 | loss: 0.0312002 | val_loss: 0.0311976 | Time: 2230.14 ms
[2022-02-17 18:36:32 main:574] : INFO : Epoch 1762 | loss: 0.0311988 | val_loss: 0.0311976 | Time: 2298.49 ms
[2022-02-17 18:36:34 main:574] : INFO : Epoch 1763 | loss: 0.0311992 | val_loss: 0.0311948 | Time: 2246.53 ms
[2022-02-17 18:36:37 main:574] : INFO : Epoch 1764 | loss: 0.0311962 | val_loss: 0.0311931 | Time: 2262.07 ms
[2022-02-17 18:36:39 main:574] : INFO : Epoch 1765 | loss: 0.0311946 | val_loss: 0.0311932 | Time: 2317.14 ms
[2022-02-17 18:36:41 main:574] : INFO : Epoch 1766 | loss: 0.031194 | val_loss: 0.0311902 | Time: 2233.52 ms
[2022-02-17 18:36:44 main:574] : INFO : Epoch 1767 | loss: 0.0311921 | val_loss: 0.0311894 | Time: 2323.66 ms
[2022-02-17 18:36:46 main:574] : INFO : Epoch 1768 | loss: 0.0311913 | val_loss: 0.0311877 | Time: 2241.98 ms
[2022-02-17 18:36:48 main:574] : INFO : Epoch 1769 | loss: 0.0311896 | val_loss: 0.0311864 | Time: 2264.82 ms
[2022-02-17 18:36:50 main:574] : INFO : Epoch 1770 | loss: 0.0311896 | val_loss: 0.0311871 | Time: 2187.51 ms
[2022-02-17 18:36:53 main:574] : INFO : Epoch 1771 | loss: 0.0311873 | val_loss: 0.0311862 | Time: 2388.75 ms
[2022-02-17 18:36:55 main:574] : INFO : Epoch 1772 | loss: 0.0311868 | val_loss: 0.0311838 | Time: 2306.91 ms
[2022-02-17 18:36:57 main:574] : INFO : Epoch 1773 | loss: 0.0311863 | val_loss: 0.0311887 | Time: 2235.81 ms
[2022-02-17 18:37:00 main:574] : INFO : Epoch 1774 | loss: 0.0311886 | val_loss: 0.0311828 | Time: 2308.99 ms
[2022-02-17 18:37:02 main:574] : INFO : Epoch 1775 | loss: 0.0311861 | val_loss: 0.0311872 | Time: 2203.65 ms
[2022-02-17 18:37:04 main:574] : INFO : Epoch 1776 | loss: 0.0311852 | val_loss: 0.0311854 | Time: 2256.04 ms
[2022-02-17 18:37:06 main:574] : INFO : Epoch 1777 | loss: 0.0311888 | val_loss: 0.0311913 | Time: 2251.13 ms
[2022-02-17 18:37:09 main:574] : INFO : Epoch 1778 | loss: 0.03119 | val_loss: 0.0311905 | Time: 2356.34 ms
[2022-02-17 18:37:11 main:574] : INFO : Epoch 1779 | loss: 0.0311873 | val_loss: 0.0311817 | Time: 2309.7 ms
[2022-02-17 18:37:14 main:574] : INFO : Epoch 1780 | loss: 0.031183 | val_loss: 0.0311825 | Time: 2347.37 ms
[2022-02-17 18:37:16 main:574] : INFO : Epoch 1781 | loss: 0.0311862 | val_loss: 0.0311816 | Time: 2261.55 ms
[2022-02-17 18:37:18 main:574] : INFO : Epoch 1782 | loss: 0.0311831 | val_loss: 0.0311824 | Time: 2268.68 ms
[2022-02-17 18:37:20 main:574] : INFO : Epoch 1783 | loss: 0.0311892 | val_loss: 0.0311809 | Time: 2239.84 ms
[2022-02-17 18:37:23 main:574] : INFO : Epoch 1784 | loss: 0.0311832 | val_loss: 0.0311815 | Time: 2193.02 ms
[2022-02-17 18:37:25 main:574] : INFO : Epoch 1785 | loss: 0.0311921 | val_loss: 0.0311811 | Time: 2360.44 ms
[2022-02-17 18:37:27 main:574] : INFO : Epoch 1786 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 2283.41 ms
[2022-02-17 18:37:30 main:574] : INFO : Epoch 1787 | loss: 0.0311839 | val_loss: 0.0311821 | Time: 2317.82 ms
[2022-02-17 18:37:32 main:574] : INFO : Epoch 1788 | loss: 0.0311831 | val_loss: 0.0311802 | Time: 2392 ms
[2022-02-17 18:37:34 main:574] : INFO : Epoch 1789 | loss: 0.0311811 | val_loss: 0.0311845 | Time: 2247.95 ms
[2022-02-17 18:37:36 main:574] : INFO : Epoch 1790 | loss: 0.0311812 | val_loss: 0.0311805 | Time: 2278.3 ms
[2022-02-17 18:37:39 main:574] : INFO : Epoch 1791 | loss: 0.0311807 | val_loss: 0.031195 | Time: 2189.46 ms
[2022-02-17 18:37:41 main:574] : INFO : Epoch 1792 | loss: 0.0311851 | val_loss: 0.0311855 | Time: 2305.09 ms
[2022-02-17 18:37:43 main:574] : INFO : Epoch 1793 | loss: 0.0311824 | val_loss: 0.0311954 | Time: 2287.52 ms
[2022-02-17 18:37:46 main:574] : INFO : Epoch 1794 | loss: 0.0311829 | val_loss: 0.0311808 | Time: 2403.37 ms
[2022-02-17 18:37:48 main:574] : INFO : Epoch 1795 | loss: 0.0311804 | val_loss: 0.0311799 | Time: 2237.07 ms
[2022-02-17 18:37:50 main:574] : INFO : Epoch 1796 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 2283.43 ms
[2022-02-17 18:37:53 main:574] : INFO : Epoch 1797 | loss: 0.031181 | val_loss: 0.0311886 | Time: 2269.86 ms
[2022-02-17 18:37:55 main:574] : INFO : Epoch 1798 | loss: 0.0311808 | val_loss: 0.0311804 | Time: 2222.44 ms
[2022-02-17 18:37:57 main:574] : INFO : Epoch 1799 | loss: 0.0311852 | val_loss: 0.0311794 | Time: 2322.32 ms
[2022-02-17 18:37:59 main:574] : INFO : Epoch 1800 | loss: 0.0311801 | val_loss: 0.031183 | Time: 2308.91 ms
[2022-02-17 18:38:02 main:574] : INFO : Epoch 1801 | loss: 0.0311813 | val_loss: 0.0311998 | Time: 2211.54 ms
[2022-02-17 18:38:04 main:574] : INFO : Epoch 1802 | loss: 0.0311814 | val_loss: 0.0311809 | Time: 2291.13 ms
[2022-02-17 18:38:06 main:574] : INFO : Epoch 1803 | loss: 0.0311785 | val_loss: 0.0311788 | Time: 2262.49 ms
[2022-02-17 18:38:09 main:574] : INFO : Epoch 1804 | loss: 0.031179 | val_loss: 0.0311792 | Time: 2268.85 ms
[2022-02-17 18:38:11 main:574] : INFO : Epoch 1805 | loss: 0.031184 | val_loss: 0.0311831 | Time: 2300 ms
[2022-02-17 18:38:13 main:574] : INFO : Epoch 1806 | loss: 0.0311825 | val_loss: 0.0311872 | Time: 2350.6 ms
[2022-02-17 18:38:16 main:574] : INFO : Epoch 1807 | loss: 0.0311837 | val_loss: 0.0311808 | Time: 2402.3 ms
[2022-02-17 18:38:18 main:574] : INFO : Epoch 1808 | loss: 0.03118 | val_loss: 0.031181 | Time: 2275.02 ms
[2022-02-17 18:38:20 main:574] : INFO : Epoch 1809 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 2255.54 ms
[2022-02-17 18:38:22 main:574] : INFO : Epoch 1810 | loss: 0.0311754 | val_loss: 0.0311788 | Time: 2248.23 ms
[2022-02-17 18:38:25 main:574] : INFO : Epoch 1811 | loss: 0.0311836 | val_loss: 0.0311802 | Time: 2289.24 ms
[2022-02-17 18:38:27 main:574] : INFO : Epoch 1812 | loss: 0.0311779 | val_loss: 0.0311815 | Time: 2277.12 ms
[2022-02-17 18:38:29 main:574] : INFO : Epoch 1813 | loss: 0.0311787 | val_loss: 0.0311781 | Time: 2269.92 ms
[2022-02-17 18:38:32 main:574] : INFO : Epoch 1814 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 2413.08 ms
[2022-02-17 18:38:34 main:574] : INFO : Epoch 1815 | loss: 0.0311993 | val_loss: 0.031192 | Time: 2285.07 ms
[2022-02-17 18:38:36 main:574] : INFO : Epoch 1816 | loss: 0.0311838 | val_loss: 0.031193 | Time: 2269.83 ms
[2022-02-17 18:38:39 main:574] : INFO : Epoch 1817 | loss: 0.0311785 | val_loss: 0.0311771 | Time: 2305.48 ms
[2022-02-17 18:38:41 main:574] : INFO : Epoch 1818 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 2227.62 ms
[2022-02-17 18:38:43 main:574] : INFO : Epoch 1819 | loss: 0.0311757 | val_loss: 0.0311909 | Time: 2244.94 ms
[2022-02-17 18:38:45 main:574] : INFO : Epoch 1820 | loss: 0.031177 | val_loss: 0.0311854 | Time: 2227.81 ms
[2022-02-17 18:38:48 main:574] : INFO : Epoch 1821 | loss: 0.0311806 | val_loss: 0.0311774 | Time: 2384.37 ms
[2022-02-17 18:38:50 main:574] : INFO : Epoch 1822 | loss: 0.0311759 | val_loss: 0.0311871 | Time: 2282.96 ms
[2022-02-17 18:38:52 main:574] : INFO : Epoch 1823 | loss: 0.0311767 | val_loss: 0.0311772 | Time: 2292.14 ms
[2022-02-17 18:38:55 main:574] : INFO : Epoch 1824 | loss: 0.0311836 | val_loss: 0.0312208 | Time: 2224.77 ms
[2022-02-17 18:38:57 main:574] : INFO : Epoch 1825 | loss: 0.0311809 | val_loss: 0.0311876 | Time: 2354.51 ms
[2022-02-17 18:38:59 main:574] : INFO : Epoch 1826 | loss: 0.0311807 | val_loss: 0.0311898 | Time: 2330.89 ms
[2022-02-17 18:39:02 main:574] : INFO : Epoch 1827 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 2294.26 ms
[2022-02-17 18:39:04 main:574] : INFO : Epoch 1828 | loss: 0.0311864 | val_loss: 0.0311784 | Time: 2302.51 ms
[2022-02-17 18:39:06 main:574] : INFO : Epoch 1829 | loss: 0.0311747 | val_loss: 0.0311785 | Time: 2202.11 ms
[2022-02-17 18:39:08 main:574] : INFO : Epoch 1830 | loss: 0.0311724 | val_loss: 0.0311798 | Time: 2287.08 ms
[2022-02-17 18:39:11 main:574] : INFO : Epoch 1831 | loss: 0.0311723 | val_loss: 0.0311809 | Time: 2297.82 ms
[2022-02-17 18:39:13 main:574] : INFO : Epoch 1832 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 2298.08 ms
[2022-02-17 18:39:15 main:574] : INFO : Epoch 1833 | loss: 0.0311771 | val_loss: 0.0311774 | Time: 2315.39 ms
[2022-02-17 18:39:18 main:574] : INFO : Epoch 1834 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 2338.67 ms
[2022-02-17 18:39:20 main:574] : INFO : Epoch 1835 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 2285.47 ms
[2022-02-17 18:39:22 main:574] : INFO : Epoch 1836 | loss: 0.0311775 | val_loss: 0.031194 | Time: 2244.46 ms
[2022-02-17 18:39:25 main:574] : INFO : Epoch 1837 | loss: 0.0311826 | val_loss: 0.0311925 | Time: 2233.84 ms
[2022-02-17 18:39:27 main:574] : INFO : Epoch 1838 | loss: 0.0311729 | val_loss: 0.0311806 | Time: 2182.39 ms
[2022-02-17 18:39:29 main:574] : INFO : Epoch 1839 | loss: 0.0311741 | val_loss: 0.0311933 | Time: 2311.38 ms
[2022-02-17 18:39:31 main:574] : INFO : Epoch 1840 | loss: 0.0311731 | val_loss: 0.0311974 | Time: 2277.28 ms
[2022-02-17 18:39:34 main:574] : INFO : Epoch 1841 | loss: 0.0311806 | val_loss: 0.031182 | Time: 2273.07 ms
[2022-02-17 18:39:36 main:574] : INFO : Epoch 1842 | loss: 0.0311716 | val_loss: 0.03118 | Time: 2239.36 ms
[2022-02-17 18:39:38 main:574] : INFO : Epoch 1843 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 2285.3 ms
[2022-02-17 18:39:41 main:574] : INFO : Epoch 1844 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 2295.88 ms
[2022-02-17 18:39:43 main:574] : INFO : Epoch 1845 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 2369.59 ms
[2022-02-17 18:39:45 main:574] : INFO : Epoch 1846 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 2291.4 ms
[2022-02-17 18:39:47 main:574] : INFO : Epoch 1847 | loss: 0.0311723 | val_loss: 0.0311786 | Time: 2247.66 ms
[2022-02-17 18:39:50 main:574] : INFO : Epoch 1848 | loss: 0.0311741 | val_loss: 0.031185 | Time: 2282.67 ms
[2022-02-17 18:39:52 main:574] : INFO : Epoch 1849 | loss: 0.0311717 | val_loss: 0.0311842 | Time: 2323.09 ms
[2022-02-17 18:39:54 main:574] : INFO : Epoch 1850 | loss: 0.0311714 | val_loss: 0.0311791 | Time: 2272.1 ms
[2022-02-17 18:39:57 main:574] : INFO : Epoch 1851 | loss: 0.0311708 | val_loss: 0.0311807 | Time: 2267.09 ms
[2022-02-17 18:39:59 main:574] : INFO : Epoch 1852 | loss: 0.0311713 | val_loss: 0.0311797 | Time: 2270.69 ms
[2022-02-17 18:40:01 main:574] : INFO : Epoch 1853 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 2287.03 ms
[2022-02-17 18:40:03 main:574] : INFO : Epoch 1854 | loss: 0.0311718 | val_loss: 0.0311783 | Time: 2222.3 ms
[2022-02-17 18:40:06 main:574] : INFO : Epoch 1855 | loss: 0.0311713 | val_loss: 0.03118 | Time: 2237.08 ms
[2022-02-17 18:40:08 main:574] : INFO : Epoch 1856 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 2242.18 ms
[2022-02-17 18:40:10 main:574] : INFO : Epoch 1857 | loss: 0.0311773 | val_loss: 0.0311793 | Time: 2300.5 ms
[2022-02-17 18:40:12 main:574] : INFO : Epoch 1858 | loss: 0.0311762 | val_loss: 0.0311836 | Time: 2160.64 ms
[2022-02-17 18:40:15 main:574] : INFO : Epoch 1859 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 2235.26 ms
[2022-02-17 18:40:17 main:574] : INFO : Epoch 1860 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 2231.41 ms
[2022-02-17 18:40:19 main:574] : INFO : Epoch 1861 | loss: 0.0311743 | val_loss: 0.0311796 | Time: 2239.72 ms
[2022-02-17 18:40:21 main:574] : INFO : Epoch 1862 | loss: 0.031173 | val_loss: 0.0311821 | Time: 2252.63 ms
[2022-02-17 18:40:24 main:574] : INFO : Epoch 1863 | loss: 0.031169 | val_loss: 0.0311841 | Time: 2352.65 ms
[2022-02-17 18:40:26 main:574] : INFO : Epoch 1864 | loss: 0.0311711 | val_loss: 0.0311824 | Time: 2337.54 ms
[2022-02-17 18:40:28 main:574] : INFO : Epoch 1865 | loss: 0.0311789 | val_loss: 0.0311845 | Time: 2275.45 ms
[2022-02-17 18:40:31 main:574] : INFO : Epoch 1866 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 2244.18 ms
[2022-02-17 18:40:33 main:574] : INFO : Epoch 1867 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 2257.02 ms
[2022-02-17 18:40:35 main:574] : INFO : Epoch 1868 | loss: 0.0311701 | val_loss: 0.031183 | Time: 2278.89 ms
[2022-02-17 18:40:38 main:574] : INFO : Epoch 1869 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 2365.17 ms
[2022-02-17 18:40:40 main:574] : INFO : Epoch 1870 | loss: 0.0311719 | val_loss: 0.0311838 | Time: 2286.38 ms
[2022-02-17 18:40:42 main:574] : INFO : Epoch 1871 | loss: 0.0311756 | val_loss: 0.0311898 | Time: 2234.18 ms
[2022-02-17 18:40:44 main:574] : INFO : Epoch 1872 | loss: 0.0311704 | val_loss: 0.0311827 | Time: 2158.22 ms
[2022-02-17 18:40:47 main:574] : INFO : Epoch 1873 | loss: 0.0311698 | val_loss: 0.031181 | Time: 2293.06 ms
[2022-02-17 18:40:49 main:574] : INFO : Epoch 1874 | loss: 0.031169 | val_loss: 0.0311883 | Time: 2237.79 ms
[2022-02-17 18:40:51 main:574] : INFO : Epoch 1875 | loss: 0.0311708 | val_loss: 0.0311914 | Time: 2248.23 ms
[2022-02-17 18:40:54 main:574] : INFO : Epoch 1876 | loss: 0.0311697 | val_loss: 0.031185 | Time: 2329.07 ms
[2022-02-17 18:40:56 main:574] : INFO : Epoch 1877 | loss: 0.0311673 | val_loss: 0.0311818 | Time: 2279.67 ms
[2022-02-17 18:40:58 main:574] : INFO : Epoch 1878 | loss: 0.0311682 | val_loss: 0.0311834 | Time: 2257.28 ms
[2022-02-17 18:41:00 main:574] : INFO : Epoch 1879 | loss: 0.0311693 | val_loss: 0.0311864 | Time: 2336.82 ms
[2022-02-17 18:41:03 main:574] : INFO : Epoch 1880 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 2295.38 ms
[2022-02-17 18:41:05 main:574] : INFO : Epoch 1881 | loss: 0.031169 | val_loss: 0.0311852 | Time: 2258.74 ms
[2022-02-17 18:41:07 main:574] : INFO : Epoch 1882 | loss: 0.0311682 | val_loss: 0.0311917 | Time: 2249.31 ms
[2022-02-17 18:41:10 main:574] : INFO : Epoch 1883 | loss: 0.0311688 | val_loss: 0.0311823 | Time: 2262.45 ms
[2022-02-17 18:41:12 main:574] : INFO : Epoch 1884 | loss: 0.0311667 | val_loss: 0.0311875 | Time: 2350.81 ms
[2022-02-17 18:41:14 main:574] : INFO : Epoch 1885 | loss: 0.0311688 | val_loss: 0.0311827 | Time: 2217.93 ms
[2022-02-17 18:41:17 main:574] : INFO : Epoch 1886 | loss: 0.0311678 | val_loss: 0.0311814 | Time: 2326.37 ms
[2022-02-17 18:41:19 main:574] : INFO : Epoch 1887 | loss: 0.0311669 | val_loss: 0.0311899 | Time: 2203.7 ms
[2022-02-17 18:41:21 main:574] : INFO : Epoch 1888 | loss: 0.0311678 | val_loss: 0.0311813 | Time: 2237.47 ms
[2022-02-17 18:41:23 main:574] : INFO : Epoch 1889 | loss: 0.0311723 | val_loss: 0.0311933 | Time: 2287.04 ms
[2022-02-17 18:41:26 main:574] : INFO : Epoch 1890 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 2258.05 ms
[2022-02-17 18:41:28 main:574] : INFO : Epoch 1891 | loss: 0.0311651 | val_loss: 0.0311831 | Time: 2269.08 ms
[2022-02-17 18:41:30 main:574] : INFO : Epoch 1892 | loss: 0.0311702 | val_loss: 0.0311813 | Time: 2266.3 ms
[2022-02-17 18:41:32 main:574] : INFO : Epoch 1893 | loss: 0.0311783 | val_loss: 0.0311821 | Time: 2326.48 ms
[2022-02-17 18:41:35 main:574] : INFO : Epoch 1894 | loss: 0.0311782 | val_loss: 0.0311936 | Time: 2371.27 ms
[2022-02-17 18:41:37 main:574] : INFO : Epoch 1895 | loss: 0.0311802 | val_loss: 0.0311775 | Time: 2264.5 ms
[2022-02-17 18:41:39 main:574] : INFO : Epoch 1896 | loss: 0.031175 | val_loss: 0.0311909 | Time: 2280.76 ms
[2022-02-17 18:41:42 main:574] : INFO : Epoch 1897 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 2301.65 ms
[2022-02-17 18:41:44 main:574] : INFO : Epoch 1898 | loss: 0.0311676 | val_loss: 0.0311797 | Time: 2345.17 ms
[2022-02-17 18:41:46 main:574] : INFO : Epoch 1899 | loss: 0.0311671 | val_loss: 0.0311823 | Time: 2203.43 ms
[2022-02-17 18:41:49 main:574] : INFO : Epoch 1900 | loss: 0.0311674 | val_loss: 0.0311869 | Time: 2281.27 ms
[2022-02-17 18:41:51 main:574] : INFO : Epoch 1901 | loss: 0.0311717 | val_loss: 0.0311907 | Time: 2347.74 ms
[2022-02-17 18:41:53 main:574] : INFO : Epoch 1902 | loss: 0.0311673 | val_loss: 0.0311791 | Time: 2307.88 ms
[2022-02-17 18:41:56 main:574] : INFO : Epoch 1903 | loss: 0.0311777 | val_loss: 0.0312015 | Time: 2254.01 ms
[2022-02-17 18:41:58 main:574] : INFO : Epoch 1904 | loss: 0.031181 | val_loss: 0.0311845 | Time: 2306.73 ms
[2022-02-17 18:42:00 main:574] : INFO : Epoch 1905 | loss: 0.0311768 | val_loss: 0.0311762 | Time: 2307 ms
[2022-02-17 18:42:03 main:574] : INFO : Epoch 1906 | loss: 0.0311757 | val_loss: 0.0311829 | Time: 2340.82 ms
[2022-02-17 18:42:05 main:574] : INFO : Epoch 1907 | loss: 0.0311748 | val_loss: 0.0311842 | Time: 2271.09 ms
[2022-02-17 18:42:07 main:574] : INFO : Epoch 1908 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 2288.35 ms
[2022-02-17 18:42:10 main:574] : INFO : Epoch 1909 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 2530.07 ms
[2022-02-17 18:42:12 main:574] : INFO : Epoch 1910 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 2327.24 ms
[2022-02-17 18:42:14 main:574] : INFO : Epoch 1911 | loss: 0.0311704 | val_loss: 0.0311812 | Time: 2223.54 ms
[2022-02-17 18:42:17 main:574] : INFO : Epoch 1912 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 2299.98 ms
[2022-02-17 18:42:19 main:574] : INFO : Epoch 1913 | loss: 0.0311875 | val_loss: 0.0311985 | Time: 2352.99 ms
[2022-02-17 18:42:21 main:574] : INFO : Epoch 1914 | loss: 0.0311761 | val_loss: 0.0311783 | Time: 2234.48 ms
[2022-02-17 18:42:24 main:574] : INFO : Epoch 1915 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 2315.39 ms
[2022-02-17 18:42:26 main:574] : INFO : Epoch 1916 | loss: 0.0311779 | val_loss: 0.0311766 | Time: 2349.17 ms
[2022-02-17 18:42:28 main:574] : INFO : Epoch 1917 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 2281.84 ms
[2022-02-17 18:42:30 main:574] : INFO : Epoch 1918 | loss: 0.0311747 | val_loss: 0.0311906 | Time: 2229.15 ms
[2022-02-17 18:42:33 main:574] : INFO : Epoch 1919 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 2289.31 ms
[2022-02-17 18:42:35 main:574] : INFO : Epoch 1920 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 2285.7 ms
[2022-02-17 18:42:37 main:574] : INFO : Epoch 1921 | loss: 0.0311694 | val_loss: 0.0311894 | Time: 2211.53 ms
[2022-02-17 18:42:40 main:574] : INFO : Epoch 1922 | loss: 0.0311743 | val_loss: 0.0311776 | Time: 2309.82 ms
[2022-02-17 18:42:42 main:574] : INFO : Epoch 1923 | loss: 0.0311685 | val_loss: 0.0311766 | Time: 2179.55 ms
[2022-02-17 18:42:44 main:574] : INFO : Epoch 1924 | loss: 0.0311669 | val_loss: 0.0311771 | Time: 2322.01 ms
[2022-02-17 18:42:46 main:574] : INFO : Epoch 1925 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 2220.93 ms
[2022-02-17 18:42:49 main:574] : INFO : Epoch 1926 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 2239.97 ms
[2022-02-17 18:42:51 main:574] : INFO : Epoch 1927 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 2245.86 ms
[2022-02-17 18:42:53 main:574] : INFO : Epoch 1928 | loss: 0.0311751 | val_loss: 0.031186 | Time: 2210.61 ms
[2022-02-17 18:42:55 main:574] : INFO : Epoch 1929 | loss: 0.0311716 | val_loss: 0.0311748 | Time: 2268.19 ms
[2022-02-17 18:42:58 main:574] : INFO : Epoch 1930 | loss: 0.0311678 | val_loss: 0.0311776 | Time: 2180.74 ms
[2022-02-17 18:43:00 main:574] : INFO : Epoch 1931 | loss: 0.0311658 | val_loss: 0.0311778 | Time: 2367.68 ms
[2022-02-17 18:43:02 main:574] : INFO : Epoch 1932 | loss: 0.0311661 | val_loss: 0.0311744 | Time: 2197.07 ms
[2022-02-17 18:43:04 main:574] : INFO : Epoch 1933 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 2220.98 ms
[2022-02-17 18:43:07 main:574] : INFO : Epoch 1934 | loss: 0.0311684 | val_loss: 0.0311833 | Time: 2301.23 ms
[2022-02-17 18:43:09 main:574] : INFO : Epoch 1935 | loss: 0.0311687 | val_loss: 0.0311808 | Time: 2409.21 ms
[2022-02-17 18:43:12 main:574] : INFO : Epoch 1936 | loss: 0.0311691 | val_loss: 0.0311757 | Time: 2589.29 ms
[2022-02-17 18:43:14 main:574] : INFO : Epoch 1937 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 2469.04 ms
[2022-02-17 18:43:17 main:574] : INFO : Epoch 1938 | loss: 0.0311654 | val_loss: 0.0311741 | Time: 2464.57 ms
[2022-02-17 18:43:19 main:574] : INFO : Epoch 1939 | loss: 0.0311644 | val_loss: 0.0311782 | Time: 2439.33 ms
[2022-02-17 18:43:22 main:574] : INFO : Epoch 1940 | loss: 0.0311702 | val_loss: 0.0311745 | Time: 2520.67 ms
[2022-02-17 18:43:24 main:574] : INFO : Epoch 1941 | loss: 0.0311676 | val_loss: 0.0311759 | Time: 2695.76 ms
[2022-02-17 18:43:27 main:574] : INFO : Epoch 1942 | loss: 0.0311641 | val_loss: 0.0311748 | Time: 2548.56 ms
[2022-02-17 18:43:29 main:574] : INFO : Epoch 1943 | loss: 0.0311635 | val_loss: 0.031178 | Time: 2554.45 ms
[2022-02-17 18:43:32 main:574] : INFO : Epoch 1944 | loss: 0.0311743 | val_loss: 0.0311744 | Time: 2533.05 ms
[2022-02-17 18:43:35 main:574] : INFO : Epoch 1945 | loss: 0.0311666 | val_loss: 0.0311735 | Time: 2561.71 ms
[2022-02-17 18:43:37 main:574] : INFO : Epoch 1946 | loss: 0.0311694 | val_loss: 0.0311787 | Time: 2590.68 ms
[2022-02-17 18:43:40 main:574] : INFO : Epoch 1947 | loss: 0.031167 | val_loss: 0.0311757 | Time: 2897.63 ms
[2022-02-17 18:43:43 main:574] : INFO : Epoch 1948 | loss: 0.0311652 | val_loss: 0.0311844 | Time: 2447.67 ms
[2022-02-17 18:43:45 main:574] : INFO : Epoch 1949 | loss: 0.0311643 | val_loss: 0.0311773 | Time: 2279.96 ms
[2022-02-17 18:43:47 main:574] : INFO : Epoch 1950 | loss: 0.0311675 | val_loss: 0.0311747 | Time: 2436.61 ms
[2022-02-17 18:43:50 main:574] : INFO : Epoch 1951 | loss: 0.0311643 | val_loss: 0.0311872 | Time: 2345.71 ms
[2022-02-17 18:43:52 main:574] : INFO : Epoch 1952 | loss: 0.0311633 | val_loss: 0.0311737 | Time: 2285.56 ms
[2022-02-17 18:43:54 main:574] : INFO : Epoch 1953 | loss: 0.0311638 | val_loss: 0.0311937 | Time: 2247.88 ms
[2022-02-17 18:43:56 main:574] : INFO : Epoch 1954 | loss: 0.0311682 | val_loss: 0.0311841 | Time: 2308.5 ms
[2022-02-17 18:43:59 main:574] : INFO : Epoch 1955 | loss: 0.0311688 | val_loss: 0.031175 | Time: 2245.95 ms
[2022-02-17 18:44:01 main:574] : INFO : Epoch 1956 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 2272.23 ms
[2022-02-17 18:44:03 main:574] : INFO : Epoch 1957 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 2211.99 ms
[2022-02-17 18:44:06 main:574] : INFO : Epoch 1958 | loss: 0.0311687 | val_loss: 0.0311957 | Time: 2300.85 ms
[2022-02-17 18:44:08 main:574] : INFO : Epoch 1959 | loss: 0.0311732 | val_loss: 0.0311779 | Time: 2256.75 ms
[2022-02-17 18:44:10 main:574] : INFO : Epoch 1960 | loss: 0.031164 | val_loss: 0.0311719 | Time: 2332.08 ms
[2022-02-17 18:44:12 main:574] : INFO : Epoch 1961 | loss: 0.0311646 | val_loss: 0.03119 | Time: 2265.07 ms
[2022-02-17 18:44:15 main:574] : INFO : Epoch 1962 | loss: 0.0311792 | val_loss: 0.0311756 | Time: 2292.36 ms
[2022-02-17 18:44:17 main:574] : INFO : Epoch 1963 | loss: 0.0311776 | val_loss: 0.0311895 | Time: 2238.46 ms
[2022-02-17 18:44:19 main:574] : INFO : Epoch 1964 | loss: 0.0311833 | val_loss: 0.0311808 | Time: 2244.25 ms
[2022-02-17 18:44:21 main:574] : INFO : Epoch 1965 | loss: 0.0311716 | val_loss: 0.0311821 | Time: 2233.37 ms
[2022-02-17 18:44:24 main:574] : INFO : Epoch 1966 | loss: 0.0311696 | val_loss: 0.0311952 | Time: 2255.19 ms
[2022-02-17 18:44:26 main:574] : INFO : Epoch 1967 | loss: 0.0311653 | val_loss: 0.031173 | Time: 2319.08 ms
[2022-02-17 18:44:28 main:574] : INFO : Epoch 1968 | loss: 0.0311632 | val_loss: 0.0311861 | Time: 2252.18 ms
[2022-02-17 18:44:31 main:574] : INFO : Epoch 1969 | loss: 0.0311708 | val_loss: 0.03119 | Time: 2241.88 ms
[2022-02-17 18:44:33 main:574] : INFO : Epoch 1970 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 2243.42 ms
[2022-02-17 18:44:35 main:574] : INFO : Epoch 1971 | loss: 0.0311612 | val_loss: 0.0311749 | Time: 2280.23 ms
[2022-02-17 18:44:37 main:574] : INFO : Epoch 1972 | loss: 0.0311614 | val_loss: 0.0311892 | Time: 2290.19 ms
[2022-02-17 18:44:40 main:574] : INFO : Epoch 1973 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 2316.39 ms
[2022-02-17 18:44:42 main:574] : INFO : Epoch 1974 | loss: 0.0311628 | val_loss: 0.0311848 | Time: 2339.06 ms
[2022-02-17 18:44:44 main:574] : INFO : Epoch 1975 | loss: 0.031165 | val_loss: 0.0311757 | Time: 2286.8 ms
[2022-02-17 18:44:47 main:574] : INFO : Epoch 1976 | loss: 0.0311642 | val_loss: 0.0311741 | Time: 2241.36 ms
[2022-02-17 18:44:49 main:574] : INFO : Epoch 1977 | loss: 0.0311642 | val_loss: 0.031174 | Time: 2273.95 ms
[2022-02-17 18:44:51 main:574] : INFO : Epoch 1978 | loss: 0.0311617 | val_loss: 0.0311817 | Time: 2294.71 ms
[2022-02-17 18:44:54 main:574] : INFO : Epoch 1979 | loss: 0.0311652 | val_loss: 0.0311802 | Time: 2319.09 ms
[2022-02-17 18:44:56 main:574] : INFO : Epoch 1980 | loss: 0.0311669 | val_loss: 0.0311738 | Time: 2273.16 ms
[2022-02-17 18:44:58 main:574] : INFO : Epoch 1981 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 2282.63 ms
[2022-02-17 18:45:00 main:574] : INFO : Epoch 1982 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 2302.89 ms
[2022-02-17 18:45:03 main:574] : INFO : Epoch 1983 | loss: 0.031163 | val_loss: 0.0311927 | Time: 2226.4 ms
[2022-02-17 18:45:05 main:574] : INFO : Epoch 1984 | loss: 0.0311694 | val_loss: 0.0311948 | Time: 2306.87 ms
[2022-02-17 18:45:07 main:574] : INFO : Epoch 1985 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 2286.25 ms
[2022-02-17 18:45:10 main:574] : INFO : Epoch 1986 | loss: 0.0311622 | val_loss: 0.0311771 | Time: 2228.03 ms
[2022-02-17 18:45:12 main:574] : INFO : Epoch 1987 | loss: 0.0311627 | val_loss: 0.0311747 | Time: 2335.31 ms
[2022-02-17 18:45:14 main:574] : INFO : Epoch 1988 | loss: 0.0311617 | val_loss: 0.03118 | Time: 2259.26 ms
[2022-02-17 18:45:16 main:574] : INFO : Epoch 1989 | loss: 0.0311616 | val_loss: 0.0311812 | Time: 2187.42 ms
[2022-02-17 18:45:19 main:574] : INFO : Epoch 1990 | loss: 0.031162 | val_loss: 0.03118 | Time: 2340.43 ms
[2022-02-17 18:45:21 main:574] : INFO : Epoch 1991 | loss: 0.0311645 | val_loss: 0.0311749 | Time: 2299.09 ms
[2022-02-17 18:45:23 main:574] : INFO : Epoch 1992 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 2210.03 ms
[2022-02-17 18:45:26 main:574] : INFO : Epoch 1993 | loss: 0.0311646 | val_loss: 0.0311724 | Time: 2261.46 ms
[2022-02-17 18:45:28 main:574] : INFO : Epoch 1994 | loss: 0.0311739 | val_loss: 0.0311769 | Time: 2351.66 ms
[2022-02-17 18:45:30 main:574] : INFO : Epoch 1995 | loss: 0.0311757 | val_loss: 0.0311878 | Time: 2242.07 ms
[2022-02-17 18:45:32 main:574] : INFO : Epoch 1996 | loss: 0.0311707 | val_loss: 0.031173 | Time: 2278.6 ms
[2022-02-17 18:45:35 main:574] : INFO : Epoch 1997 | loss: 0.0311616 | val_loss: 0.0311739 | Time: 2316.19 ms
[2022-02-17 18:45:37 main:574] : INFO : Epoch 1998 | loss: 0.0311599 | val_loss: 0.0311759 | Time: 2318.13 ms
[2022-02-17 18:45:39 main:574] : INFO : Epoch 1999 | loss: 0.0311593 | val_loss: 0.0311802 | Time: 2298.12 ms
[2022-02-17 18:45:42 main:574] : INFO : Epoch 2000 | loss: 0.0311616 | val_loss: 0.0311906 | Time: 2216 ms
[2022-02-17 18:45:44 main:574] : INFO : Epoch 2001 | loss: 0.0311695 | val_loss: 0.0311735 | Time: 2319.97 ms
[2022-02-17 18:45:46 main:574] : INFO : Epoch 2002 | loss: 0.0311719 | val_loss: 0.0311858 | Time: 2278.98 ms
[2022-02-17 18:45:48 main:574] : INFO : Epoch 2003 | loss: 0.03117 | val_loss: 0.0311762 | Time: 2198.8 ms
[2022-02-17 18:45:51 main:574] : INFO : Epoch 2004 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 2278.59 ms
[2022-02-17 18:45:53 main:574] : INFO : Epoch 2005 | loss: 0.0311628 | val_loss: 0.0311757 | Time: 2315.82 ms
[2022-02-17 18:45:55 main:574] : INFO : Epoch 2006 | loss: 0.031163 | val_loss: 0.0311911 | Time: 2310.67 ms
[2022-02-17 18:45:58 main:574] : INFO : Epoch 2007 | loss: 0.0311717 | val_loss: 0.0311733 | Time: 2230.91 ms
[2022-02-17 18:46:00 main:574] : INFO : Epoch 2008 | loss: 0.0311616 | val_loss: 0.031173 | Time: 2322.74 ms
[2022-02-17 18:46:02 main:574] : INFO : Epoch 2009 | loss: 0.0311625 | val_loss: 0.0311905 | Time: 2283.09 ms
[2022-02-17 18:46:05 main:574] : INFO : Epoch 2010 | loss: 0.0311683 | val_loss: 0.0311821 | Time: 2295.65 ms
[2022-02-17 18:46:07 main:574] : INFO : Epoch 2011 | loss: 0.0311672 | val_loss: 0.03118 | Time: 2212.2 ms
[2022-02-17 18:46:09 main:574] : INFO : Epoch 2012 | loss: 0.0311639 | val_loss: 0.0311753 | Time: 2309.67 ms
[2022-02-17 18:46:11 main:574] : INFO : Epoch 2013 | loss: 0.0311606 | val_loss: 0.0311805 | Time: 2245.87 ms
[2022-02-17 18:46:14 main:574] : INFO : Epoch 2014 | loss: 0.0311623 | val_loss: 0.0311782 | Time: 2263.33 ms
[2022-02-17 18:46:16 main:574] : INFO : Epoch 2015 | loss: 0.031171 | val_loss: 0.0311821 | Time: 2297.43 ms
[2022-02-17 18:46:18 main:574] : INFO : Epoch 2016 | loss: 0.0311612 | val_loss: 0.0311743 | Time: 2369.43 ms
[2022-02-17 18:46:21 main:574] : INFO : Epoch 2017 | loss: 0.0311608 | val_loss: 0.0311768 | Time: 2244.33 ms
[2022-02-17 18:46:23 main:574] : INFO : Epoch 2018 | loss: 0.0311665 | val_loss: 0.0311839 | Time: 2320.21 ms
[2022-02-17 18:46:25 main:574] : INFO : Epoch 2019 | loss: 0.0311621 | val_loss: 0.031175 | Time: 2309.63 ms
[2022-02-17 18:46:28 main:574] : INFO : Epoch 2020 | loss: 0.0311663 | val_loss: 0.0311921 | Time: 2304.17 ms
[2022-02-17 18:46:30 main:574] : INFO : Epoch 2021 | loss: 0.0311645 | val_loss: 0.0311731 | Time: 2260.49 ms
[2022-02-17 18:46:32 main:574] : INFO : Epoch 2022 | loss: 0.031162 | val_loss: 0.0311763 | Time: 2266.15 ms
[2022-02-17 18:46:34 main:574] : INFO : Epoch 2023 | loss: 0.0311629 | val_loss: 0.0311759 | Time: 2305.57 ms
[2022-02-17 18:46:37 main:574] : INFO : Epoch 2024 | loss: 0.0311636 | val_loss: 0.0312137 | Time: 2237.8 ms
[2022-02-17 18:46:39 main:574] : INFO : Epoch 2025 | loss: 0.0311653 | val_loss: 0.031174 | Time: 2281.78 ms
[2022-02-17 18:46:41 main:574] : INFO : Epoch 2026 | loss: 0.031162 | val_loss: 0.0311726 | Time: 2324.99 ms
[2022-02-17 18:46:44 main:574] : INFO : Epoch 2027 | loss: 0.0311611 | val_loss: 0.0311896 | Time: 2297.62 ms
[2022-02-17 18:46:46 main:574] : INFO : Epoch 2028 | loss: 0.0311608 | val_loss: 0.0311767 | Time: 2282.93 ms
[2022-02-17 18:46:48 main:574] : INFO : Epoch 2029 | loss: 0.0311628 | val_loss: 0.0311802 | Time: 2284.93 ms
[2022-02-17 18:46:51 main:574] : INFO : Epoch 2030 | loss: 0.031167 | val_loss: 0.0311834 | Time: 2258.91 ms
[2022-02-17 18:46:53 main:574] : INFO : Epoch 2031 | loss: 0.0311624 | val_loss: 0.0311795 | Time: 2251.42 ms
[2022-02-17 18:46:55 main:574] : INFO : Epoch 2032 | loss: 0.0311612 | val_loss: 0.0311886 | Time: 2246.66 ms
[2022-02-17 18:46:57 main:574] : INFO : Epoch 2033 | loss: 0.0311636 | val_loss: 0.0311949 | Time: 2299.76 ms
[2022-02-17 18:47:00 main:574] : INFO : Epoch 2034 | loss: 0.031165 | val_loss: 0.0311838 | Time: 2377.01 ms
[2022-02-17 18:47:02 main:574] : INFO : Epoch 2035 | loss: 0.0311616 | val_loss: 0.031174 | Time: 2379.17 ms
[2022-02-17 18:47:04 main:574] : INFO : Epoch 2036 | loss: 0.0311611 | val_loss: 0.0311773 | Time: 2258.3 ms
[2022-02-17 18:47:07 main:574] : INFO : Epoch 2037 | loss: 0.0311583 | val_loss: 0.0311747 | Time: 2378.03 ms
[2022-02-17 18:47:09 main:574] : INFO : Epoch 2038 | loss: 0.0311624 | val_loss: 0.031174 | Time: 2273.83 ms
[2022-02-17 18:47:11 main:574] : INFO : Epoch 2039 | loss: 0.0311586 | val_loss: 0.031175 | Time: 2231.3 ms
[2022-02-17 18:47:14 main:574] : INFO : Epoch 2040 | loss: 0.0311618 | val_loss: 0.0311745 | Time: 2207.39 ms
[2022-02-17 18:47:16 main:574] : INFO : Epoch 2041 | loss: 0.0311572 | val_loss: 0.0311769 | Time: 2262.69 ms
[2022-02-17 18:47:18 main:574] : INFO : Epoch 2042 | loss: 0.0311593 | val_loss: 0.0311743 | Time: 2278.66 ms
[2022-02-17 18:47:20 main:574] : INFO : Epoch 2043 | loss: 0.0311676 | val_loss: 0.0311728 | Time: 2213.58 ms
[2022-02-17 18:47:23 main:574] : INFO : Epoch 2044 | loss: 0.0311573 | val_loss: 0.0311781 | Time: 2246.72 ms
[2022-02-17 18:47:25 main:574] : INFO : Epoch 2045 | loss: 0.0311586 | val_loss: 0.0311751 | Time: 2327.36 ms
[2022-02-17 18:47:27 main:574] : INFO : Epoch 2046 | loss: 0.0311573 | val_loss: 0.0311766 | Time: 2204.82 ms
[2022-02-17 18:47:29 main:574] : INFO : Epoch 2047 | loss: 0.0311576 | val_loss: 0.0311778 | Time: 2320.05 ms
[2022-02-17 18:47:32 main:574] : INFO : Epoch 2048 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 2282.92 ms
[2022-02-17 18:47:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311768
[2022-02-17 18:47:32 main:603] : INFO : Saving end state to config to file
[2022-02-17 18:47:32 main:608] : INFO : Success, exiting..
18:47:32 (9476): 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)