Task 7902043
| Name | ParityModified-1631734663-8822-3_0 |
| Workunit | 5526703 |
| Created | 8 Oct 2021, 15:36:38 UTC |
| Sent | 17 Oct 2021, 10:43:25 UTC |
| Report deadline | 24 Oct 2021, 10:43:25 UTC |
| Received | 17 Oct 2021, 12:57:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 12 min 11 sec |
| CPU time | 1 hours 10 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311387 | val_loss: 0.031153 | Time: 2061.49 ms
[2021-10-17 13:38:59 main:574] : INFO : Epoch 1543 | loss: 0.0311396 | val_loss: 0.0311553 | Time: 2067.64 ms
[2021-10-17 13:39:01 main:574] : INFO : Epoch 1544 | loss: 0.0311379 | val_loss: 0.0311564 | Time: 2074.88 ms
[2021-10-17 13:39:03 main:574] : INFO : Epoch 1545 | loss: 0.0311386 | val_loss: 0.0311547 | Time: 2000.49 ms
[2021-10-17 13:39:05 main:574] : INFO : Epoch 1546 | loss: 0.0311378 | val_loss: 0.0311571 | Time: 1966.16 ms
[2021-10-17 13:39:07 main:574] : INFO : Epoch 1547 | loss: 0.0311363 | val_loss: 0.0311535 | Time: 1962.18 ms
[2021-10-17 13:39:09 main:574] : INFO : Epoch 1548 | loss: 0.031136 | val_loss: 0.0311542 | Time: 2000.97 ms
[2021-10-17 13:39:11 main:574] : INFO : Epoch 1549 | loss: 0.0311325 | val_loss: 0.0311546 | Time: 1977.27 ms
[2021-10-17 13:39:13 main:574] : INFO : Epoch 1550 | loss: 0.0311348 | val_loss: 0.031153 | Time: 1966.62 ms
[2021-10-17 13:39:15 main:574] : INFO : Epoch 1551 | loss: 0.0311328 | val_loss: 0.0311533 | Time: 1968.05 ms
[2021-10-17 13:39:17 main:574] : INFO : Epoch 1552 | loss: 0.0311345 | val_loss: 0.0311554 | Time: 1967.63 ms
[2021-10-17 13:39:19 main:574] : INFO : Epoch 1553 | loss: 0.0311363 | val_loss: 0.0311522 | Time: 1976.84 ms
[2021-10-17 13:39:21 main:574] : INFO : Epoch 1554 | loss: 0.0311345 | val_loss: 0.0311606 | Time: 1962.11 ms
[2021-10-17 13:39:23 main:574] : INFO : Epoch 1555 | loss: 0.0311377 | val_loss: 0.0311623 | Time: 1973.48 ms
[2021-10-17 13:39:25 main:574] : INFO : Epoch 1556 | loss: 0.0311384 | val_loss: 0.0311539 | Time: 1963.64 ms
[2021-10-17 13:39:27 main:574] : INFO : Epoch 1557 | loss: 0.031139 | val_loss: 0.031154 | Time: 1961.93 ms
[2021-10-17 13:39:29 main:574] : INFO : Epoch 1558 | loss: 0.0311383 | val_loss: 0.031161 | Time: 1972.53 ms
[2021-10-17 13:39:31 main:574] : INFO : Epoch 1559 | loss: 0.0311359 | val_loss: 0.0311523 | Time: 1967.75 ms
[2021-10-17 13:39:33 main:574] : INFO : Epoch 1560 | loss: 0.0311337 | val_loss: 0.0311494 | Time: 1964.39 ms
[2021-10-17 13:39:35 main:574] : INFO : Epoch 1561 | loss: 0.0311323 | val_loss: 0.031151 | Time: 1995.89 ms
[2021-10-17 13:39:37 main:574] : INFO : Epoch 1562 | loss: 0.0311357 | val_loss: 0.0311552 | Time: 2006.69 ms
[2021-10-17 13:39:39 main:574] : INFO : Epoch 1563 | loss: 0.0311362 | val_loss: 0.0311513 | Time: 1959.41 ms
[2021-10-17 13:39:41 main:574] : INFO : Epoch 1564 | loss: 0.0311397 | val_loss: 0.0311552 | Time: 1950.14 ms
[2021-10-17 13:39:43 main:574] : INFO : Epoch 1565 | loss: 0.0311358 | val_loss: 0.0311603 | Time: 1984.26 ms
[2021-10-17 13:39:45 main:574] : INFO : Epoch 1566 | loss: 0.0311386 | val_loss: 0.0311496 | Time: 1981.97 ms
[2021-10-17 13:39:47 main:574] : INFO : Epoch 1567 | loss: 0.0311337 | val_loss: 0.0311542 | Time: 1979.44 ms
[2021-10-17 13:39:48 main:574] : INFO : Epoch 1568 | loss: 0.0311296 | val_loss: 0.0311543 | Time: 1990.07 ms
[2021-10-17 13:39:50 main:574] : INFO : Epoch 1569 | loss: 0.0311306 | val_loss: 0.0311569 | Time: 1985.03 ms
[2021-10-17 13:39:52 main:574] : INFO : Epoch 1570 | loss: 0.0311281 | val_loss: 0.03115 | Time: 1981.79 ms
[2021-10-17 13:39:54 main:574] : INFO : Epoch 1571 | loss: 0.0311305 | val_loss: 0.0311548 | Time: 1967.57 ms
[2021-10-17 13:39:56 main:574] : INFO : Epoch 1572 | loss: 0.0311327 | val_loss: 0.0311615 | Time: 1986.98 ms
[2021-10-17 13:39:58 main:574] : INFO : Epoch 1573 | loss: 0.0311296 | val_loss: 0.031151 | Time: 1962.36 ms
[2021-10-17 13:40:00 main:574] : INFO : Epoch 1574 | loss: 0.0311304 | val_loss: 0.0311595 | Time: 1966.8 ms
[2021-10-17 13:40:02 main:574] : INFO : Epoch 1575 | loss: 0.0311337 | val_loss: 0.031159 | Time: 1981.81 ms
[2021-10-17 13:40:04 main:574] : INFO : Epoch 1576 | loss: 0.0311314 | val_loss: 0.031154 | Time: 1998.06 ms
[2021-10-17 13:40:06 main:574] : INFO : Epoch 1577 | loss: 0.0311306 | val_loss: 0.031151 | Time: 1980.81 ms
[2021-10-17 13:40:08 main:574] : INFO : Epoch 1578 | loss: 0.0311301 | val_loss: 0.0311519 | Time: 1962.39 ms
[2021-10-17 13:40:10 main:574] : INFO : Epoch 1579 | loss: 0.0311289 | val_loss: 0.0311554 | Time: 1970.45 ms
[2021-10-17 13:40:12 main:574] : INFO : Epoch 1580 | loss: 0.0311322 | val_loss: 0.031151 | Time: 1962.38 ms
[2021-10-17 13:40:14 main:574] : INFO : Epoch 1581 | loss: 0.031135 | val_loss: 0.0311552 | Time: 1992.82 ms
[2021-10-17 13:40:16 main:574] : INFO : Epoch 1582 | loss: 0.0311323 | val_loss: 0.0311501 | Time: 1996.42 ms
[2021-10-17 13:40:18 main:574] : INFO : Epoch 1583 | loss: 0.0311327 | val_loss: 0.0311486 | Time: 2011.37 ms
[2021-10-17 13:40:20 main:574] : INFO : Epoch 1584 | loss: 0.0311306 | val_loss: 0.0311524 | Time: 2024.1 ms
[2021-10-17 13:40:22 main:574] : INFO : Epoch 1585 | loss: 0.0311292 | val_loss: 0.0311578 | Time: 1995.5 ms
[2021-10-17 13:40:24 main:574] : INFO : Epoch 1586 | loss: 0.0311304 | val_loss: 0.0311512 | Time: 2016.43 ms
[2021-10-17 13:40:26 main:574] : INFO : Epoch 1587 | loss: 0.0311365 | val_loss: 0.0311541 | Time: 2052.21 ms
[2021-10-17 13:40:29 main:574] : INFO : Epoch 1588 | loss: 0.0311371 | val_loss: 0.0311585 | Time: 2150.94 ms
[2021-10-17 13:40:31 main:574] : INFO : Epoch 1589 | loss: 0.0311367 | val_loss: 0.0311545 | Time: 2105.02 ms
[2021-10-17 13:40:33 main:574] : INFO : Epoch 1590 | loss: 0.0311359 | val_loss: 0.0311662 | Time: 2080.47 ms
[2021-10-17 13:40:35 main:574] : INFO : Epoch 1591 | loss: 0.031139 | val_loss: 0.03116 | Time: 2068.88 ms
[2021-10-17 13:40:37 main:574] : INFO : Epoch 1592 | loss: 0.0311325 | val_loss: 0.0311464 | Time: 2051.99 ms
[2021-10-17 13:40:39 main:574] : INFO : Epoch 1593 | loss: 0.031131 | val_loss: 0.0311522 | Time: 2183.42 ms
[2021-10-17 13:40:41 main:574] : INFO : Epoch 1594 | loss: 0.0311309 | val_loss: 0.0311514 | Time: 2222.71 ms
[2021-10-17 13:40:43 main:574] : INFO : Epoch 1595 | loss: 0.0311309 | val_loss: 0.0311497 | Time: 2168.12 ms
[2021-10-17 13:40:46 main:574] : INFO : Epoch 1596 | loss: 0.0311316 | val_loss: 0.0311523 | Time: 2431.9 ms
[2021-10-17 13:40:48 main:574] : INFO : Epoch 1597 | loss: 0.0311293 | val_loss: 0.03115 | Time: 2418.16 ms
[2021-10-17 13:40:51 main:574] : INFO : Epoch 1598 | loss: 0.0311281 | val_loss: 0.0311508 | Time: 2447.09 ms
[2021-10-17 13:40:53 main:574] : INFO : Epoch 1599 | loss: 0.0311277 | val_loss: 0.0311489 | Time: 2198.08 ms
[2021-10-17 13:40:55 main:574] : INFO : Epoch 1600 | loss: 0.0311295 | val_loss: 0.0311669 | Time: 2144.46 ms
[2021-10-17 13:40:57 main:574] : INFO : Epoch 1601 | loss: 0.0311306 | val_loss: 0.031152 | Time: 2173.21 ms
[2021-10-17 13:40:59 main:574] : INFO : Epoch 1602 | loss: 0.0311267 | val_loss: 0.0311499 | Time: 2129.41 ms
[2021-10-17 13:41:02 main:574] : INFO : Epoch 1603 | loss: 0.0311283 | val_loss: 0.0311493 | Time: 2118.3 ms
[2021-10-17 13:41:04 main:574] : INFO : Epoch 1604 | loss: 0.0311297 | val_loss: 0.0311516 | Time: 2121.13 ms
[2021-10-17 13:41:06 main:574] : INFO : Epoch 1605 | loss: 0.0311286 | val_loss: 0.0311562 | Time: 2129.4 ms
[2021-10-17 13:41:08 main:574] : INFO : Epoch 1606 | loss: 0.0311334 | val_loss: 0.031159 | Time: 2083.02 ms
[2021-10-17 13:41:11 main:574] : INFO : Epoch 1607 | loss: 0.0311327 | val_loss: 0.0311631 | Time: 2155.01 ms
[2021-10-17 13:41:13 main:574] : INFO : Epoch 1608 | loss: 0.0311336 | val_loss: 0.031165 | Time: 2160.13 ms
[2021-10-17 13:41:15 main:574] : INFO : Epoch 1609 | loss: 0.0311367 | val_loss: 0.0311596 | Time: 2118.51 ms
[2021-10-17 13:41:17 main:574] : INFO : Epoch 1610 | loss: 0.0311366 | val_loss: 0.0311511 | Time: 2088.68 ms
[2021-10-17 13:41:19 main:574] : INFO : Epoch 1611 | loss: 0.0311373 | val_loss: 0.0311633 | Time: 2180.5 ms
[2021-10-17 13:41:21 main:574] : INFO : Epoch 1612 | loss: 0.0311379 | val_loss: 0.0311565 | Time: 2138.42 ms
[2021-10-17 13:41:23 main:574] : INFO : Epoch 1613 | loss: 0.0311356 | val_loss: 0.0311581 | Time: 2125.3 ms
[2021-10-17 13:41:26 main:574] : INFO : Epoch 1614 | loss: 0.0311356 | val_loss: 0.031149 | Time: 2183.95 ms
[2021-10-17 13:41:28 main:574] : INFO : Epoch 1615 | loss: 0.0311333 | val_loss: 0.0311516 | Time: 2111.7 ms
[2021-10-17 13:41:30 main:574] : INFO : Epoch 1616 | loss: 0.031136 | val_loss: 0.0311601 | Time: 2144.91 ms
[2021-10-17 13:41:32 main:574] : INFO : Epoch 1617 | loss: 0.0311379 | val_loss: 0.0311595 | Time: 2128.18 ms
[2021-10-17 13:41:34 main:574] : INFO : Epoch 1618 | loss: 0.031139 | val_loss: 0.0311615 | Time: 2165.17 ms
[2021-10-17 13:41:36 main:574] : INFO : Epoch 1619 | loss: 0.0311379 | val_loss: 0.0311517 | Time: 2099.13 ms
[2021-10-17 13:41:38 main:574] : INFO : Epoch 1620 | loss: 0.0311367 | val_loss: 0.031151 | Time: 2124.78 ms
[2021-10-17 13:41:40 main:574] : INFO : Epoch 1621 | loss: 0.0311334 | val_loss: 0.0311525 | Time: 2086.77 ms
[2021-10-17 13:41:43 main:574] : INFO : Epoch 1622 | loss: 0.0311335 | val_loss: 0.0311561 | Time: 2126.41 ms
[2021-10-17 13:41:45 main:574] : INFO : Epoch 1623 | loss: 0.0311331 | val_loss: 0.0311523 | Time: 2150.68 ms
[2021-10-17 13:41:47 main:574] : INFO : Epoch 1624 | loss: 0.0311342 | val_loss: 0.0311548 | Time: 2133.72 ms
[2021-10-17 13:41:49 main:574] : INFO : Epoch 1625 | loss: 0.031132 | val_loss: 0.0311542 | Time: 2341.57 ms
[2021-10-17 13:41:52 main:574] : INFO : Epoch 1626 | loss: 0.0311318 | val_loss: 0.0311546 | Time: 2239.76 ms
[2021-10-17 13:41:54 main:574] : INFO : Epoch 1627 | loss: 0.0311374 | val_loss: 0.0311527 | Time: 2122.58 ms
[2021-10-17 13:41:56 main:574] : INFO : Epoch 1628 | loss: 0.0311321 | val_loss: 0.0311528 | Time: 2099.8 ms
[2021-10-17 13:41:58 main:574] : INFO : Epoch 1629 | loss: 0.0311332 | val_loss: 0.0311575 | Time: 2148.1 ms
[2021-10-17 13:42:00 main:574] : INFO : Epoch 1630 | loss: 0.0311347 | val_loss: 0.031157 | Time: 2112.98 ms
[2021-10-17 13:42:02 main:574] : INFO : Epoch 1631 | loss: 0.0311351 | val_loss: 0.0311591 | Time: 2103.38 ms
[2021-10-17 13:42:04 main:574] : INFO : Epoch 1632 | loss: 0.0311342 | val_loss: 0.0311521 | Time: 2123.32 ms
[2021-10-17 13:42:06 main:574] : INFO : Epoch 1633 | loss: 0.0311332 | val_loss: 0.0311545 | Time: 2102.91 ms
[2021-10-17 13:42:09 main:574] : INFO : Epoch 1634 | loss: 0.0311319 | val_loss: 0.031156 | Time: 2120.73 ms
[2021-10-17 13:42:11 main:574] : INFO : Epoch 1635 | loss: 0.0311323 | val_loss: 0.0311497 | Time: 2090.21 ms
[2021-10-17 13:42:13 main:574] : INFO : Epoch 1636 | loss: 0.0311323 | val_loss: 0.0311528 | Time: 2108.06 ms
[2021-10-17 13:42:15 main:574] : INFO : Epoch 1637 | loss: 0.0311362 | val_loss: 0.0311601 | Time: 2105.29 ms
[2021-10-17 13:42:17 main:574] : INFO : Epoch 1638 | loss: 0.0311349 | val_loss: 0.0311579 | Time: 2145.52 ms
[2021-10-17 13:42:20 main:574] : INFO : Epoch 1639 | loss: 0.031132 | val_loss: 0.0311506 | Time: 2103.53 ms
[2021-10-17 13:42:22 main:574] : INFO : Epoch 1640 | loss: 0.0311321 | val_loss: 0.0311554 | Time: 2117.52 ms
[2021-10-17 13:42:24 main:574] : INFO : Epoch 1641 | loss: 0.0311308 | val_loss: 0.0311514 | Time: 2097.78 ms
[2021-10-17 13:42:26 main:574] : INFO : Epoch 1642 | loss: 0.0311308 | val_loss: 0.0311518 | Time: 2087.42 ms
[2021-10-17 13:42:28 main:574] : INFO : Epoch 1643 | loss: 0.0311311 | val_loss: 0.031152 | Time: 2131.31 ms
[2021-10-17 13:42:30 main:574] : INFO : Epoch 1644 | loss: 0.0311344 | val_loss: 0.0311536 | Time: 2129.65 ms
[2021-10-17 13:42:32 main:574] : INFO : Epoch 1645 | loss: 0.0311423 | val_loss: 0.0311561 | Time: 2099.34 ms
[2021-10-17 13:42:34 main:574] : INFO : Epoch 1646 | loss: 0.0311378 | val_loss: 0.0311506 | Time: 2095.35 ms
[2021-10-17 13:42:36 main:574] : INFO : Epoch 1647 | loss: 0.0311384 | val_loss: 0.0311553 | Time: 2100.67 ms
[2021-10-17 13:42:39 main:574] : INFO : Epoch 1648 | loss: 0.0311382 | val_loss: 0.0311576 | Time: 2094 ms
[2021-10-17 13:42:41 main:574] : INFO : Epoch 1649 | loss: 0.0311393 | val_loss: 0.0311514 | Time: 2114.01 ms
[2021-10-17 13:42:43 main:574] : INFO : Epoch 1650 | loss: 0.0311411 | val_loss: 0.0311535 | Time: 2124.48 ms
[2021-10-17 13:42:45 main:574] : INFO : Epoch 1651 | loss: 0.0311393 | val_loss: 0.0311588 | Time: 2190.77 ms
[2021-10-17 13:42:47 main:574] : INFO : Epoch 1652 | loss: 0.0311379 | val_loss: 0.0311525 | Time: 2092.46 ms
[2021-10-17 13:42:49 main:574] : INFO : Epoch 1653 | loss: 0.031135 | val_loss: 0.0311568 | Time: 2109.32 ms
[2021-10-17 13:42:51 main:574] : INFO : Epoch 1654 | loss: 0.0311399 | val_loss: 0.0311514 | Time: 2090.72 ms
[2021-10-17 13:42:53 main:574] : INFO : Epoch 1655 | loss: 0.0311362 | val_loss: 0.0311557 | Time: 2169.33 ms
[2021-10-17 13:42:56 main:574] : INFO : Epoch 1656 | loss: 0.0311334 | val_loss: 0.0311517 | Time: 2118.41 ms
[2021-10-17 13:42:58 main:574] : INFO : Epoch 1657 | loss: 0.0311337 | val_loss: 0.0311557 | Time: 2106.72 ms
[2021-10-17 13:43:00 main:574] : INFO : Epoch 1658 | loss: 0.0311372 | val_loss: 0.0311503 | Time: 2097.44 ms
[2021-10-17 13:43:02 main:574] : INFO : Epoch 1659 | loss: 0.0311315 | val_loss: 0.0311529 | Time: 2337.35 ms
[2021-10-17 13:43:04 main:574] : INFO : Epoch 1660 | loss: 0.0311341 | val_loss: 0.03116 | Time: 2122.71 ms
[2021-10-17 13:43:06 main:574] : INFO : Epoch 1661 | loss: 0.0311388 | val_loss: 0.0311568 | Time: 2103.51 ms
[2021-10-17 13:43:09 main:574] : INFO : Epoch 1662 | loss: 0.0311347 | val_loss: 0.031153 | Time: 2148.06 ms
[2021-10-17 13:43:11 main:574] : INFO : Epoch 1663 | loss: 0.0311335 | val_loss: 0.0311537 | Time: 2152.62 ms
[2021-10-17 13:43:13 main:574] : INFO : Epoch 1664 | loss: 0.0311336 | val_loss: 0.0311524 | Time: 2088.76 ms
[2021-10-17 13:43:15 main:574] : INFO : Epoch 1665 | loss: 0.0311341 | val_loss: 0.0311527 | Time: 2123.17 ms
[2021-10-17 13:43:17 main:574] : INFO : Epoch 1666 | loss: 0.0311303 | val_loss: 0.0311558 | Time: 2110.56 ms
[2021-10-17 13:43:19 main:574] : INFO : Epoch 1667 | loss: 0.0311302 | val_loss: 0.0311526 | Time: 2101.77 ms
[2021-10-17 13:43:21 main:574] : INFO : Epoch 1668 | loss: 0.03113 | val_loss: 0.0311552 | Time: 2107.24 ms
[2021-10-17 13:43:23 main:574] : INFO : Epoch 1669 | loss: 0.0311308 | val_loss: 0.0311545 | Time: 2152.14 ms
[2021-10-17 13:43:26 main:574] : INFO : Epoch 1670 | loss: 0.0311301 | val_loss: 0.0311544 | Time: 2142.79 ms
[2021-10-17 13:43:28 main:574] : INFO : Epoch 1671 | loss: 0.0311319 | val_loss: 0.0311616 | Time: 2212.77 ms
[2021-10-17 13:43:30 main:574] : INFO : Epoch 1672 | loss: 0.0311315 | val_loss: 0.0311595 | Time: 2191.06 ms
[2021-10-17 13:43:32 main:574] : INFO : Epoch 1673 | loss: 0.0311317 | val_loss: 0.0311599 | Time: 2117.7 ms
[2021-10-17 13:43:34 main:574] : INFO : Epoch 1674 | loss: 0.0311311 | val_loss: 0.0311574 | Time: 2146.77 ms
[2021-10-17 13:43:36 main:574] : INFO : Epoch 1675 | loss: 0.031131 | val_loss: 0.0311587 | Time: 2141.31 ms
[2021-10-17 13:43:38 main:574] : INFO : Epoch 1676 | loss: 0.0311306 | val_loss: 0.0311583 | Time: 2091.43 ms
[2021-10-17 13:43:41 main:574] : INFO : Epoch 1677 | loss: 0.0311337 | val_loss: 0.031158 | Time: 2100.14 ms
[2021-10-17 13:43:43 main:574] : INFO : Epoch 1678 | loss: 0.031132 | val_loss: 0.0311606 | Time: 2102.97 ms
[2021-10-17 13:43:45 main:574] : INFO : Epoch 1679 | loss: 0.0311327 | val_loss: 0.0311533 | Time: 2098.91 ms
[2021-10-17 13:43:47 main:574] : INFO : Epoch 1680 | loss: 0.0311331 | val_loss: 0.0311552 | Time: 2074.15 ms
[2021-10-17 13:43:49 main:574] : INFO : Epoch 1681 | loss: 0.0311319 | val_loss: 0.0311521 | Time: 2183.74 ms
[2021-10-17 13:43:51 main:574] : INFO : Epoch 1682 | loss: 0.0311449 | val_loss: 0.0311644 | Time: 2146.61 ms
[2021-10-17 13:43:53 main:574] : INFO : Epoch 1683 | loss: 0.0311417 | val_loss: 0.0311547 | Time: 2121.23 ms
[2021-10-17 13:43:55 main:574] : INFO : Epoch 1684 | loss: 0.0311394 | val_loss: 0.0311576 | Time: 2093.39 ms
[2021-10-17 13:43:58 main:574] : INFO : Epoch 1685 | loss: 0.0311376 | val_loss: 0.0311555 | Time: 2079.06 ms
[2021-10-17 13:44:00 main:574] : INFO : Epoch 1686 | loss: 0.0311388 | val_loss: 0.0311584 | Time: 2125.85 ms
[2021-10-17 13:44:02 main:574] : INFO : Epoch 1687 | loss: 0.0311342 | val_loss: 0.0311557 | Time: 2083.11 ms
[2021-10-17 13:44:04 main:574] : INFO : Epoch 1688 | loss: 0.0311369 | val_loss: 0.0311576 | Time: 2146.42 ms
[2021-10-17 13:44:06 main:574] : INFO : Epoch 1689 | loss: 0.0311358 | val_loss: 0.031166 | Time: 2121.68 ms
[2021-10-17 13:44:08 main:574] : INFO : Epoch 1690 | loss: 0.0311376 | val_loss: 0.03116 | Time: 2113.44 ms
[2021-10-17 13:44:10 main:574] : INFO : Epoch 1691 | loss: 0.0311327 | val_loss: 0.0311629 | Time: 2141.61 ms
[2021-10-17 13:44:12 main:574] : INFO : Epoch 1692 | loss: 0.0311301 | val_loss: 0.0311546 | Time: 2198.14 ms
[2021-10-17 13:44:15 main:574] : INFO : Epoch 1693 | loss: 0.0311313 | val_loss: 0.0311542 | Time: 2212.45 ms
[2021-10-17 13:44:17 main:574] : INFO : Epoch 1694 | loss: 0.0311323 | val_loss: 0.0311552 | Time: 2182.11 ms
[2021-10-17 13:44:19 main:574] : INFO : Epoch 1695 | loss: 0.031131 | val_loss: 0.0311565 | Time: 2195.02 ms
[2021-10-17 13:44:21 main:574] : INFO : Epoch 1696 | loss: 0.0311287 | val_loss: 0.0311577 | Time: 2133.79 ms
[2021-10-17 13:44:23 main:574] : INFO : Epoch 1697 | loss: 0.0311277 | val_loss: 0.031154 | Time: 2145.23 ms
[2021-10-17 13:44:25 main:574] : INFO : Epoch 1698 | loss: 0.0311291 | val_loss: 0.0311561 | Time: 2085.8 ms
[2021-10-17 13:44:28 main:574] : INFO : Epoch 1699 | loss: 0.0311282 | val_loss: 0.0311585 | Time: 2156.27 ms
[2021-10-17 13:44:30 main:574] : INFO : Epoch 1700 | loss: 0.0311262 | val_loss: 0.0311552 | Time: 2131.89 ms
[2021-10-17 13:44:32 main:574] : INFO : Epoch 1701 | loss: 0.0311266 | val_loss: 0.0311591 | Time: 2146.6 ms
[2021-10-17 13:44:34 main:574] : INFO : Epoch 1702 | loss: 0.0311284 | val_loss: 0.0311553 | Time: 2105.76 ms
[2021-10-17 13:44:36 main:574] : INFO : Epoch 1703 | loss: 0.0311294 | val_loss: 0.0311644 | Time: 2215.23 ms
[2021-10-17 13:44:38 main:574] : INFO : Epoch 1704 | loss: 0.0311335 | val_loss: 0.0311552 | Time: 2103.11 ms
[2021-10-17 13:44:40 main:574] : INFO : Epoch 1705 | loss: 0.03113 | val_loss: 0.0311586 | Time: 2122.24 ms
[2021-10-17 13:44:43 main:574] : INFO : Epoch 1706 | loss: 0.0311285 | val_loss: 0.0311591 | Time: 2291.47 ms
[2021-10-17 13:44:45 main:574] : INFO : Epoch 1707 | loss: 0.0311297 | val_loss: 0.0311588 | Time: 2152.15 ms
[2021-10-17 13:44:47 main:574] : INFO : Epoch 1708 | loss: 0.0311297 | val_loss: 0.0311539 | Time: 2111.17 ms
[2021-10-17 13:44:49 main:574] : INFO : Epoch 1709 | loss: 0.0311283 | val_loss: 0.0311588 | Time: 2113.73 ms
[2021-10-17 13:44:51 main:574] : INFO : Epoch 1710 | loss: 0.0311261 | val_loss: 0.0311554 | Time: 2121.68 ms
[2021-10-17 13:44:53 main:574] : INFO : Epoch 1711 | loss: 0.0311262 | val_loss: 0.031151 | Time: 2119.87 ms
[2021-10-17 13:44:55 main:574] : INFO : Epoch 1712 | loss: 0.0311263 | val_loss: 0.0311573 | Time: 2095.07 ms
[2021-10-17 13:44:58 main:574] : INFO : Epoch 1713 | loss: 0.0311264 | val_loss: 0.0311508 | Time: 2185.14 ms
[2021-10-17 13:45:00 main:574] : INFO : Epoch 1714 | loss: 0.0311309 | val_loss: 0.0311562 | Time: 2103.63 ms
[2021-10-17 13:45:02 main:574] : INFO : Epoch 1715 | loss: 0.0311326 | val_loss: 0.0311574 | Time: 2129.81 ms
[2021-10-17 13:45:04 main:574] : INFO : Epoch 1716 | loss: 0.0311278 | val_loss: 0.0311567 | Time: 2236.01 ms
[2021-10-17 13:45:06 main:574] : INFO : Epoch 1717 | loss: 0.0311269 | val_loss: 0.0311535 | Time: 2170.53 ms
[2021-10-17 13:45:09 main:574] : INFO : Epoch 1718 | loss: 0.0311262 | val_loss: 0.0311546 | Time: 2195.06 ms
[2021-10-17 13:45:11 main:574] : INFO : Epoch 1719 | loss: 0.0311299 | val_loss: 0.0311566 | Time: 2115.77 ms
[2021-10-17 13:45:13 main:574] : INFO : Epoch 1720 | loss: 0.0311338 | val_loss: 0.0311577 | Time: 2263.17 ms
[2021-10-17 13:45:15 main:574] : INFO : Epoch 1721 | loss: 0.03113 | val_loss: 0.0311527 | Time: 2159.72 ms
[2021-10-17 13:45:17 main:574] : INFO : Epoch 1722 | loss: 0.0311268 | val_loss: 0.0311534 | Time: 2218.96 ms
[2021-10-17 13:45:20 main:574] : INFO : Epoch 1723 | loss: 0.031127 | val_loss: 0.0311514 | Time: 2193.76 ms
[2021-10-17 13:45:22 main:574] : INFO : Epoch 1724 | loss: 0.0311253 | val_loss: 0.0311569 | Time: 2207.65 ms
[2021-10-17 13:45:24 main:574] : INFO : Epoch 1725 | loss: 0.0311254 | val_loss: 0.0311521 | Time: 2273.79 ms
[2021-10-17 13:45:26 main:574] : INFO : Epoch 1726 | loss: 0.0311241 | val_loss: 0.031154 | Time: 2152.13 ms
[2021-10-17 13:45:28 main:574] : INFO : Epoch 1727 | loss: 0.0311258 | val_loss: 0.0311537 | Time: 2145.72 ms
[2021-10-17 13:45:31 main:574] : INFO : Epoch 1728 | loss: 0.031125 | val_loss: 0.0311534 | Time: 2198.22 ms
[2021-10-17 13:45:33 main:574] : INFO : Epoch 1729 | loss: 0.0311223 | val_loss: 0.0311567 | Time: 2183.46 ms
[2021-10-17 13:45:35 main:574] : INFO : Epoch 1730 | loss: 0.0311226 | val_loss: 0.0311543 | Time: 2228.84 ms
[2021-10-17 13:45:37 main:574] : INFO : Epoch 1731 | loss: 0.0311226 | val_loss: 0.0311543 | Time: 2110.74 ms
[2021-10-17 13:45:39 main:574] : INFO : Epoch 1732 | loss: 0.0311219 | val_loss: 0.0311565 | Time: 2273.76 ms
[2021-10-17 13:45:42 main:574] : INFO : Epoch 1733 | loss: 0.0311228 | val_loss: 0.0311548 | Time: 2191.93 ms
[2021-10-17 13:45:44 main:574] : INFO : Epoch 1734 | loss: 0.0311245 | val_loss: 0.0311605 | Time: 2178.87 ms
[2021-10-17 13:45:46 main:574] : INFO : Epoch 1735 | loss: 0.031125 | val_loss: 0.0311594 | Time: 2184.62 ms
[2021-10-17 13:45:48 main:574] : INFO : Epoch 1736 | loss: 0.0311235 | val_loss: 0.0311598 | Time: 2181.72 ms
[2021-10-17 13:45:50 main:574] : INFO : Epoch 1737 | loss: 0.0311213 | val_loss: 0.031159 | Time: 2132.22 ms
[2021-10-17 13:45:52 main:574] : INFO : Epoch 1738 | loss: 0.031123 | val_loss: 0.0311582 | Time: 2102.3 ms
[2021-10-17 13:45:54 main:574] : INFO : Epoch 1739 | loss: 0.0311211 | val_loss: 0.03116 | Time: 2110.98 ms
[2021-10-17 13:45:57 main:574] : INFO : Epoch 1740 | loss: 0.0311207 | val_loss: 0.0311614 | Time: 2094.74 ms
[2021-10-17 13:45:59 main:574] : INFO : Epoch 1741 | loss: 0.0311194 | val_loss: 0.0311674 | Time: 2091.51 ms
[2021-10-17 13:46:01 main:574] : INFO : Epoch 1742 | loss: 0.0311227 | val_loss: 0.0311559 | Time: 2102.73 ms
[2021-10-17 13:46:03 main:574] : INFO : Epoch 1743 | loss: 0.0311266 | val_loss: 0.0311539 | Time: 2157.8 ms
[2021-10-17 13:46:05 main:574] : INFO : Epoch 1744 | loss: 0.0311246 | val_loss: 0.0311626 | Time: 2212.86 ms
[2021-10-17 13:46:07 main:574] : INFO : Epoch 1745 | loss: 0.0311278 | val_loss: 0.0311561 | Time: 2088.62 ms
[2021-10-17 13:46:09 main:574] : INFO : Epoch 1746 | loss: 0.0311254 | val_loss: 0.031158 | Time: 2090.94 ms
[2021-10-17 13:46:11 main:574] : INFO : Epoch 1747 | loss: 0.0311317 | val_loss: 0.0311559 | Time: 2129.7 ms
[2021-10-17 13:46:14 main:574] : INFO : Epoch 1748 | loss: 0.0311303 | val_loss: 0.031154 | Time: 2187.72 ms
[2021-10-17 13:46:16 main:574] : INFO : Epoch 1749 | loss: 0.0311289 | val_loss: 0.031163 | Time: 2203.72 ms
[2021-10-17 13:46:18 main:574] : INFO : Epoch 1750 | loss: 0.031132 | val_loss: 0.0311538 | Time: 2149.5 ms
[2021-10-17 13:46:20 main:574] : INFO : Epoch 1751 | loss: 0.03113 | val_loss: 0.0311497 | Time: 2110.74 ms
[2021-10-17 13:46:22 main:574] : INFO : Epoch 1752 | loss: 0.0311318 | val_loss: 0.0311492 | Time: 2128.18 ms
[2021-10-17 13:46:24 main:574] : INFO : Epoch 1753 | loss: 0.0311308 | val_loss: 0.0311522 | Time: 2114.68 ms
[2021-10-17 13:46:27 main:574] : INFO : Epoch 1754 | loss: 0.0311313 | val_loss: 0.031156 | Time: 2129.38 ms
[2021-10-17 13:46:29 main:574] : INFO : Epoch 1755 | loss: 0.0311284 | val_loss: 0.0311506 | Time: 2117.32 ms
[2021-10-17 13:46:31 main:574] : INFO : Epoch 1756 | loss: 0.0311253 | val_loss: 0.0311496 | Time: 2088.06 ms
[2021-10-17 13:46:33 main:574] : INFO : Epoch 1757 | loss: 0.0311253 | val_loss: 0.0311507 | Time: 2075.33 ms
[2021-10-17 13:46:35 main:574] : INFO : Epoch 1758 | loss: 0.0311256 | val_loss: 0.0311481 | Time: 2098.78 ms
[2021-10-17 13:46:37 main:574] : INFO : Epoch 1759 | loss: 0.0311235 | val_loss: 0.0311496 | Time: 2160.38 ms
[2021-10-17 13:46:39 main:574] : INFO : Epoch 1760 | loss: 0.0311267 | val_loss: 0.0311645 | Time: 2081.93 ms
[2021-10-17 13:46:41 main:574] : INFO : Epoch 1761 | loss: 0.0311287 | val_loss: 0.0311516 | Time: 2095.02 ms
[2021-10-17 13:46:43 main:574] : INFO : Epoch 1762 | loss: 0.0311239 | val_loss: 0.0311538 | Time: 2088.18 ms
[2021-10-17 13:46:45 main:574] : INFO : Epoch 1763 | loss: 0.0311268 | val_loss: 0.0311609 | Time: 2105.67 ms
[2021-10-17 13:46:48 main:574] : INFO : Epoch 1764 | loss: 0.0311256 | val_loss: 0.0311526 | Time: 2058.57 ms
[2021-10-17 13:46:50 main:574] : INFO : Epoch 1765 | loss: 0.0311244 | val_loss: 0.0311525 | Time: 2145.18 ms
[2021-10-17 13:46:52 main:574] : INFO : Epoch 1766 | loss: 0.0311255 | val_loss: 0.0311504 | Time: 2107.02 ms
[2021-10-17 13:46:54 main:574] : INFO : Epoch 1767 | loss: 0.0311271 | val_loss: 0.0311519 | Time: 2077.87 ms
[2021-10-17 13:46:56 main:574] : INFO : Epoch 1768 | loss: 0.0311305 | val_loss: 0.031157 | Time: 2101.1 ms
[2021-10-17 13:46:58 main:574] : INFO : Epoch 1769 | loss: 0.0311303 | val_loss: 0.0311515 | Time: 2132.2 ms
[2021-10-17 13:47:00 main:574] : INFO : Epoch 1770 | loss: 0.0311273 | val_loss: 0.0311603 | Time: 2136.27 ms
[2021-10-17 13:47:02 main:574] : INFO : Epoch 1771 | loss: 0.0311275 | val_loss: 0.0311556 | Time: 2117.96 ms
[2021-10-17 13:47:05 main:574] : INFO : Epoch 1772 | loss: 0.0311271 | val_loss: 0.031159 | Time: 2153.63 ms
[2021-10-17 13:47:07 main:574] : INFO : Epoch 1773 | loss: 0.0311285 | val_loss: 0.0311545 | Time: 2084.34 ms
[2021-10-17 13:47:09 main:574] : INFO : Epoch 1774 | loss: 0.0311266 | val_loss: 0.0311553 | Time: 2070.44 ms
[2021-10-17 13:47:11 main:574] : INFO : Epoch 1775 | loss: 0.0311249 | val_loss: 0.0311527 | Time: 2063.68 ms
[2021-10-17 13:47:13 main:574] : INFO : Epoch 1776 | loss: 0.0311263 | val_loss: 0.0311494 | Time: 2098.24 ms
[2021-10-17 13:47:15 main:574] : INFO : Epoch 1777 | loss: 0.0311241 | val_loss: 0.0311528 | Time: 2086.63 ms
[2021-10-17 13:47:17 main:574] : INFO : Epoch 1778 | loss: 0.0311238 | val_loss: 0.0311536 | Time: 2101.12 ms
[2021-10-17 13:47:19 main:574] : INFO : Epoch 1779 | loss: 0.0311334 | val_loss: 0.0311525 | Time: 2074.37 ms
[2021-10-17 13:47:21 main:574] : INFO : Epoch 1780 | loss: 0.0311293 | val_loss: 0.0311554 | Time: 2107.37 ms
[2021-10-17 13:47:23 main:574] : INFO : Epoch 1781 | loss: 0.0311308 | val_loss: 0.0311544 | Time: 2089.66 ms
[2021-10-17 13:47:25 main:574] : INFO : Epoch 1782 | loss: 0.0311302 | val_loss: 0.0311502 | Time: 2083.69 ms
[2021-10-17 13:47:28 main:574] : INFO : Epoch 1783 | loss: 0.0311297 | val_loss: 0.0311505 | Time: 2093.98 ms
[2021-10-17 13:47:30 main:574] : INFO : Epoch 1784 | loss: 0.0311286 | val_loss: 0.0311651 | Time: 2133.11 ms
[2021-10-17 13:47:32 main:574] : INFO : Epoch 1785 | loss: 0.0311272 | val_loss: 0.0311545 | Time: 2110.77 ms
[2021-10-17 13:47:34 main:574] : INFO : Epoch 1786 | loss: 0.0311253 | val_loss: 0.0311532 | Time: 2117.11 ms
[2021-10-17 13:47:36 main:574] : INFO : Epoch 1787 | loss: 0.0311251 | val_loss: 0.0311514 | Time: 2292.59 ms
[2021-10-17 13:47:38 main:574] : INFO : Epoch 1788 | loss: 0.0311249 | val_loss: 0.0311526 | Time: 2141.29 ms
[2021-10-17 13:47:41 main:574] : INFO : Epoch 1789 | loss: 0.0311229 | val_loss: 0.0311542 | Time: 2188.15 ms
[2021-10-17 13:47:43 main:574] : INFO : Epoch 1790 | loss: 0.0311246 | val_loss: 0.0311515 | Time: 2197.02 ms
[2021-10-17 13:47:45 main:574] : INFO : Epoch 1791 | loss: 0.0311285 | val_loss: 0.0311565 | Time: 2176.51 ms
[2021-10-17 13:47:47 main:574] : INFO : Epoch 1792 | loss: 0.0311293 | val_loss: 0.0311536 | Time: 2103.65 ms
[2021-10-17 13:47:49 main:574] : INFO : Epoch 1793 | loss: 0.0311279 | val_loss: 0.0311528 | Time: 2177.47 ms
[2021-10-17 13:47:51 main:574] : INFO : Epoch 1794 | loss: 0.0311268 | val_loss: 0.0311681 | Time: 2116.61 ms
[2021-10-17 13:47:53 main:574] : INFO : Epoch 1795 | loss: 0.031124 | val_loss: 0.0311552 | Time: 2112.72 ms
[2021-10-17 13:47:56 main:574] : INFO : Epoch 1796 | loss: 0.0311244 | val_loss: 0.0311533 | Time: 2072.29 ms
[2021-10-17 13:47:58 main:574] : INFO : Epoch 1797 | loss: 0.0311215 | val_loss: 0.0311564 | Time: 2067.38 ms
[2021-10-17 13:48:00 main:574] : INFO : Epoch 1798 | loss: 0.0311202 | val_loss: 0.031154 | Time: 2123.69 ms
[2021-10-17 13:48:02 main:574] : INFO : Epoch 1799 | loss: 0.03112 | val_loss: 0.0311547 | Time: 2206.77 ms
[2021-10-17 13:48:04 main:574] : INFO : Epoch 1800 | loss: 0.0311225 | val_loss: 0.0311559 | Time: 2239.85 ms
[2021-10-17 13:48:06 main:574] : INFO : Epoch 1801 | loss: 0.0311224 | val_loss: 0.0311528 | Time: 2141.94 ms
[2021-10-17 13:48:09 main:574] : INFO : Epoch 1802 | loss: 0.0311225 | val_loss: 0.0311662 | Time: 2121.46 ms
[2021-10-17 13:48:11 main:574] : INFO : Epoch 1803 | loss: 0.0311247 | val_loss: 0.0311543 | Time: 2124.34 ms
[2021-10-17 13:48:13 main:574] : INFO : Epoch 1804 | loss: 0.0311267 | val_loss: 0.0311521 | Time: 2116.19 ms
[2021-10-17 13:48:15 main:574] : INFO : Epoch 1805 | loss: 0.0311314 | val_loss: 0.0311568 | Time: 2126.18 ms
[2021-10-17 13:48:17 main:574] : INFO : Epoch 1806 | loss: 0.0311309 | val_loss: 0.0311538 | Time: 2106.55 ms
[2021-10-17 13:48:19 main:574] : INFO : Epoch 1807 | loss: 0.0311301 | val_loss: 0.0311545 | Time: 2099.65 ms
[2021-10-17 13:48:21 main:574] : INFO : Epoch 1808 | loss: 0.0311296 | val_loss: 0.0311568 | Time: 2169.92 ms
[2021-10-17 13:48:24 main:574] : INFO : Epoch 1809 | loss: 0.0311337 | val_loss: 0.0311546 | Time: 2274.96 ms
[2021-10-17 13:48:26 main:574] : INFO : Epoch 1810 | loss: 0.0311302 | val_loss: 0.0311538 | Time: 2021.74 ms
[2021-10-17 13:48:29 main:574] : INFO : Epoch 1811 | loss: 0.0311282 | val_loss: 0.0311611 | Time: 2129.44 ms
[2021-10-17 13:48:31 main:574] : INFO : Epoch 1812 | loss: 0.0311263 | val_loss: 0.0311526 | Time: 2344.31 ms
[2021-10-17 13:48:33 main:574] : INFO : Epoch 1813 | loss: 0.0311221 | val_loss: 0.0311564 | Time: 2139.72 ms
[2021-10-17 13:48:36 main:574] : INFO : Epoch 1814 | loss: 0.0311258 | val_loss: 0.031155 | Time: 2290.55 ms
[2021-10-17 13:48:38 main:574] : INFO : Epoch 1815 | loss: 0.0311258 | val_loss: 0.0311526 | Time: 2192.91 ms
[2021-10-17 13:48:40 main:574] : INFO : Epoch 1816 | loss: 0.0311272 | val_loss: 0.0311535 | Time: 2298.57 ms
[2021-10-17 13:48:42 main:574] : INFO : Epoch 1817 | loss: 0.0311258 | val_loss: 0.0311583 | Time: 2077.4 ms
[2021-10-17 13:48:44 main:574] : INFO : Epoch 1818 | loss: 0.0311242 | val_loss: 0.0311534 | Time: 2084.31 ms
[2021-10-17 13:48:47 main:574] : INFO : Epoch 1819 | loss: 0.0311239 | val_loss: 0.0311562 | Time: 2339.27 ms
[2021-10-17 13:48:49 main:574] : INFO : Epoch 1820 | loss: 0.0311229 | val_loss: 0.0311572 | Time: 2226.2 ms
[2021-10-17 13:48:51 main:574] : INFO : Epoch 1821 | loss: 0.0311259 | val_loss: 0.0311527 | Time: 2130.69 ms
[2021-10-17 13:48:53 main:574] : INFO : Epoch 1822 | loss: 0.0311276 | val_loss: 0.0311568 | Time: 2070.96 ms
[2021-10-17 13:48:55 main:574] : INFO : Epoch 1823 | loss: 0.031125 | val_loss: 0.0311578 | Time: 2136.37 ms
[2021-10-17 13:48:57 main:574] : INFO : Epoch 1824 | loss: 0.0311241 | val_loss: 0.0311601 | Time: 2099.84 ms
[2021-10-17 13:48:59 main:574] : INFO : Epoch 1825 | loss: 0.0311254 | val_loss: 0.0311591 | Time: 2093.73 ms
[2021-10-17 13:49:01 main:574] : INFO : Epoch 1826 | loss: 0.0311238 | val_loss: 0.0311525 | Time: 2095.66 ms
[2021-10-17 13:49:04 main:574] : INFO : Epoch 1827 | loss: 0.0311215 | val_loss: 0.0311564 | Time: 2132.19 ms
[2021-10-17 13:49:06 main:574] : INFO : Epoch 1828 | loss: 0.0311206 | val_loss: 0.0311555 | Time: 2145.25 ms
[2021-10-17 13:49:08 main:574] : INFO : Epoch 1829 | loss: 0.0311251 | val_loss: 0.0311572 | Time: 2174.41 ms
[2021-10-17 13:49:10 main:574] : INFO : Epoch 1830 | loss: 0.0311255 | val_loss: 0.0311636 | Time: 2150.29 ms
[2021-10-17 13:49:12 main:574] : INFO : Epoch 1831 | loss: 0.0311245 | val_loss: 0.0311568 | Time: 2323.9 ms
[2021-10-17 13:49:15 main:574] : INFO : Epoch 1832 | loss: 0.0311222 | val_loss: 0.0311632 | Time: 2198.29 ms
[2021-10-17 13:49:17 main:574] : INFO : Epoch 1833 | loss: 0.0311241 | val_loss: 0.0311521 | Time: 2192.06 ms
[2021-10-17 13:49:20 main:574] : INFO : Epoch 1834 | loss: 0.0311205 | val_loss: 0.0311592 | Time: 2091.7 ms
[2021-10-17 13:49:22 main:574] : INFO : Epoch 1835 | loss: 0.031118 | val_loss: 0.031152 | Time: 2130.18 ms
[2021-10-17 13:49:24 main:574] : INFO : Epoch 1836 | loss: 0.0311192 | val_loss: 0.031156 | Time: 2112.01 ms
[2021-10-17 13:49:26 main:574] : INFO : Epoch 1837 | loss: 0.0311192 | val_loss: 0.0311546 | Time: 2153.93 ms
[2021-10-17 13:49:28 main:574] : INFO : Epoch 1838 | loss: 0.0311186 | val_loss: 0.0311569 | Time: 2108.06 ms
[2021-10-17 13:49:30 main:574] : INFO : Epoch 1839 | loss: 0.0311193 | val_loss: 0.0311536 | Time: 2109.02 ms
[2021-10-17 13:49:32 main:574] : INFO : Epoch 1840 | loss: 0.0311221 | val_loss: 0.0311552 | Time: 2096.85 ms
[2021-10-17 13:49:35 main:574] : INFO : Epoch 1841 | loss: 0.0311189 | val_loss: 0.0311536 | Time: 2146.48 ms
[2021-10-17 13:49:37 main:574] : INFO : Epoch 1842 | loss: 0.031121 | val_loss: 0.0311559 | Time: 2162.3 ms
[2021-10-17 13:49:39 main:574] : INFO : Epoch 1843 | loss: 0.0311219 | val_loss: 0.0311527 | Time: 2117.6 ms
[2021-10-17 13:49:41 main:574] : INFO : Epoch 1844 | loss: 0.0311209 | val_loss: 0.0311527 | Time: 2100.97 ms
[2021-10-17 13:49:43 main:574] : INFO : Epoch 1845 | loss: 0.03112 | val_loss: 0.0311544 | Time: 2148.15 ms
[2021-10-17 13:49:45 main:574] : INFO : Epoch 1846 | loss: 0.0311197 | val_loss: 0.0311511 | Time: 2105.42 ms
[2021-10-17 13:49:47 main:574] : INFO : Epoch 1847 | loss: 0.031122 | val_loss: 0.031152 | Time: 2084.79 ms
[2021-10-17 13:49:50 main:574] : INFO : Epoch 1848 | loss: 0.0311247 | val_loss: 0.0311528 | Time: 2096.45 ms
[2021-10-17 13:49:52 main:574] : INFO : Epoch 1849 | loss: 0.0311276 | val_loss: 0.0311599 | Time: 2248.14 ms
[2021-10-17 13:49:54 main:574] : INFO : Epoch 1850 | loss: 0.0311239 | val_loss: 0.0311515 | Time: 2054.9 ms
[2021-10-17 13:49:56 main:574] : INFO : Epoch 1851 | loss: 0.0311241 | val_loss: 0.0311578 | Time: 2077.29 ms
[2021-10-17 13:49:58 main:574] : INFO : Epoch 1852 | loss: 0.0311278 | val_loss: 0.0311596 | Time: 2064.61 ms
[2021-10-17 13:50:00 main:574] : INFO : Epoch 1853 | loss: 0.0311242 | val_loss: 0.031162 | Time: 2096.56 ms
[2021-10-17 13:50:02 main:574] : INFO : Epoch 1854 | loss: 0.0311285 | val_loss: 0.0311572 | Time: 2072.48 ms
[2021-10-17 13:50:04 main:574] : INFO : Epoch 1855 | loss: 0.0311261 | val_loss: 0.0311556 | Time: 2075.21 ms
[2021-10-17 13:50:06 main:574] : INFO : Epoch 1856 | loss: 0.0311229 | val_loss: 0.0311573 | Time: 2065.8 ms
[2021-10-17 13:50:08 main:574] : INFO : Epoch 1857 | loss: 0.0311212 | val_loss: 0.0311506 | Time: 2066.69 ms
[2021-10-17 13:50:10 main:574] : INFO : Epoch 1858 | loss: 0.0311211 | val_loss: 0.0311539 | Time: 2116.11 ms
[2021-10-17 13:50:13 main:574] : INFO : Epoch 1859 | loss: 0.031122 | val_loss: 0.0311576 | Time: 2104.67 ms
[2021-10-17 13:50:15 main:574] : INFO : Epoch 1860 | loss: 0.0311209 | val_loss: 0.0311552 | Time: 2130.76 ms
[2021-10-17 13:50:17 main:574] : INFO : Epoch 1861 | loss: 0.031124 | val_loss: 0.0311563 | Time: 2114.45 ms
[2021-10-17 13:50:19 main:574] : INFO : Epoch 1862 | loss: 0.0311233 | val_loss: 0.0311591 | Time: 2059.27 ms
[2021-10-17 13:50:21 main:574] : INFO : Epoch 1863 | loss: 0.031123 | val_loss: 0.0311569 | Time: 2110.22 ms
[2021-10-17 13:50:23 main:574] : INFO : Epoch 1864 | loss: 0.0311256 | val_loss: 0.0311518 | Time: 2102.61 ms
[2021-10-17 13:50:25 main:574] : INFO : Epoch 1865 | loss: 0.0311241 | val_loss: 0.0311578 | Time: 2135.03 ms
[2021-10-17 13:50:27 main:574] : INFO : Epoch 1866 | loss: 0.0311247 | val_loss: 0.0311535 | Time: 2191.23 ms
[2021-10-17 13:50:30 main:574] : INFO : Epoch 1867 | loss: 0.0311217 | val_loss: 0.0311553 | Time: 2135.59 ms
[2021-10-17 13:50:32 main:574] : INFO : Epoch 1868 | loss: 0.0311291 | val_loss: 0.031156 | Time: 2255.35 ms
[2021-10-17 13:50:34 main:574] : INFO : Epoch 1869 | loss: 0.0311288 | val_loss: 0.0311624 | Time: 2123.91 ms
[2021-10-17 13:50:36 main:574] : INFO : Epoch 1870 | loss: 0.0311237 | val_loss: 0.0311522 | Time: 2244.49 ms
[2021-10-17 13:50:38 main:574] : INFO : Epoch 1871 | loss: 0.0311208 | val_loss: 0.0311495 | Time: 2208.25 ms
[2021-10-17 13:50:41 main:574] : INFO : Epoch 1872 | loss: 0.0311236 | val_loss: 0.0311569 | Time: 2117.11 ms
[2021-10-17 13:50:43 main:574] : INFO : Epoch 1873 | loss: 0.0311202 | val_loss: 0.0311521 | Time: 2084.39 ms
[2021-10-17 13:50:45 main:574] : INFO : Epoch 1874 | loss: 0.0311202 | val_loss: 0.0311478 | Time: 2130.4 ms
[2021-10-17 13:50:47 main:574] : INFO : Epoch 1875 | loss: 0.0311188 | val_loss: 0.0311558 | Time: 2164.97 ms
[2021-10-17 13:50:49 main:574] : INFO : Epoch 1876 | loss: 0.0311187 | val_loss: 0.0311546 | Time: 2324.72 ms
[2021-10-17 13:50:52 main:574] : INFO : Epoch 1877 | loss: 0.0311228 | val_loss: 0.0311559 | Time: 2214.6 ms
[2021-10-17 13:50:54 main:574] : INFO : Epoch 1878 | loss: 0.0311222 | val_loss: 0.031155 | Time: 2095.93 ms
[2021-10-17 13:50:56 main:574] : INFO : Epoch 1879 | loss: 0.0311206 | val_loss: 0.0311519 | Time: 2193.12 ms
[2021-10-17 13:50:58 main:574] : INFO : Epoch 1880 | loss: 0.0311246 | val_loss: 0.0311624 | Time: 2175.78 ms
[2021-10-17 13:51:00 main:574] : INFO : Epoch 1881 | loss: 0.0311257 | val_loss: 0.0311529 | Time: 2149.9 ms
[2021-10-17 13:51:02 main:574] : INFO : Epoch 1882 | loss: 0.0311227 | val_loss: 0.0311514 | Time: 2103.99 ms
[2021-10-17 13:51:04 main:574] : INFO : Epoch 1883 | loss: 0.0311248 | val_loss: 0.0311518 | Time: 2133.29 ms
[2021-10-17 13:51:06 main:574] : INFO : Epoch 1884 | loss: 0.0311287 | val_loss: 0.0311529 | Time: 2072.49 ms
[2021-10-17 13:51:09 main:574] : INFO : Epoch 1885 | loss: 0.0311261 | val_loss: 0.0311483 | Time: 2139.86 ms
[2021-10-17 13:51:11 main:574] : INFO : Epoch 1886 | loss: 0.0311219 | val_loss: 0.0311484 | Time: 2089.24 ms
[2021-10-17 13:51:13 main:574] : INFO : Epoch 1887 | loss: 0.0311226 | val_loss: 0.031152 | Time: 2100.83 ms
[2021-10-17 13:51:15 main:574] : INFO : Epoch 1888 | loss: 0.031125 | val_loss: 0.0311552 | Time: 2115.53 ms
[2021-10-17 13:51:17 main:574] : INFO : Epoch 1889 | loss: 0.0311221 | val_loss: 0.0311514 | Time: 2104.23 ms
[2021-10-17 13:51:19 main:574] : INFO : Epoch 1890 | loss: 0.0311208 | val_loss: 0.0311528 | Time: 2070.61 ms
[2021-10-17 13:51:21 main:574] : INFO : Epoch 1891 | loss: 0.0311205 | val_loss: 0.0311513 | Time: 2111.46 ms
[2021-10-17 13:51:24 main:574] : INFO : Epoch 1892 | loss: 0.0311249 | val_loss: 0.0311492 | Time: 2335.54 ms
[2021-10-17 13:51:26 main:574] : INFO : Epoch 1893 | loss: 0.0311262 | val_loss: 0.0311527 | Time: 2092.87 ms
[2021-10-17 13:51:28 main:574] : INFO : Epoch 1894 | loss: 0.0311264 | val_loss: 0.031154 | Time: 2106.43 ms
[2021-10-17 13:51:30 main:574] : INFO : Epoch 1895 | loss: 0.0311218 | val_loss: 0.0311534 | Time: 2103.29 ms
[2021-10-17 13:51:32 main:574] : INFO : Epoch 1896 | loss: 0.0311208 | val_loss: 0.0311481 | Time: 2260.47 ms
[2021-10-17 13:51:34 main:574] : INFO : Epoch 1897 | loss: 0.03112 | val_loss: 0.0311537 | Time: 2112.53 ms
[2021-10-17 13:51:36 main:574] : INFO : Epoch 1898 | loss: 0.0311189 | val_loss: 0.031149 | Time: 2068.49 ms
[2021-10-17 13:51:38 main:574] : INFO : Epoch 1899 | loss: 0.0311178 | val_loss: 0.0311526 | Time: 2122.89 ms
[2021-10-17 13:51:41 main:574] : INFO : Epoch 1900 | loss: 0.0311202 | val_loss: 0.0311525 | Time: 2120.09 ms
[2021-10-17 13:51:43 main:574] : INFO : Epoch 1901 | loss: 0.0311207 | val_loss: 0.0311552 | Time: 2145.21 ms
[2021-10-17 13:51:45 main:574] : INFO : Epoch 1902 | loss: 0.0311232 | val_loss: 0.0311556 | Time: 2165.85 ms
[2021-10-17 13:51:47 main:574] : INFO : Epoch 1903 | loss: 0.0311259 | val_loss: 0.0311549 | Time: 2112.28 ms
[2021-10-17 13:51:49 main:574] : INFO : Epoch 1904 | loss: 0.0311259 | val_loss: 0.0311489 | Time: 2134.49 ms
[2021-10-17 13:51:51 main:574] : INFO : Epoch 1905 | loss: 0.0311245 | val_loss: 0.0311544 | Time: 2184.5 ms
[2021-10-17 13:51:53 main:574] : INFO : Epoch 1906 | loss: 0.0311207 | val_loss: 0.0311499 | Time: 2076.54 ms
[2021-10-17 13:51:56 main:574] : INFO : Epoch 1907 | loss: 0.03112 | val_loss: 0.0311484 | Time: 2131.69 ms
[2021-10-17 13:51:58 main:574] : INFO : Epoch 1908 | loss: 0.0311203 | val_loss: 0.0311504 | Time: 2088.88 ms
[2021-10-17 13:52:00 main:574] : INFO : Epoch 1909 | loss: 0.0311194 | val_loss: 0.0311557 | Time: 2052.37 ms
[2021-10-17 13:52:02 main:574] : INFO : Epoch 1910 | loss: 0.0311212 | val_loss: 0.0311504 | Time: 2158.67 ms
[2021-10-17 13:52:04 main:574] : INFO : Epoch 1911 | loss: 0.0311202 | val_loss: 0.0311503 | Time: 2062.43 ms
[2021-10-17 13:52:06 main:574] : INFO : Epoch 1912 | loss: 0.0311246 | val_loss: 0.0311494 | Time: 2065.07 ms
[2021-10-17 13:52:08 main:574] : INFO : Epoch 1913 | loss: 0.0311263 | val_loss: 0.0311483 | Time: 2066.93 ms
[2021-10-17 13:52:10 main:574] : INFO : Epoch 1914 | loss: 0.0311215 | val_loss: 0.0311552 | Time: 2092.72 ms
[2021-10-17 13:52:12 main:574] : INFO : Epoch 1915 | loss: 0.0311186 | val_loss: 0.0311473 | Time: 2090.04 ms
[2021-10-17 13:52:14 main:574] : INFO : Epoch 1916 | loss: 0.0311208 | val_loss: 0.0311525 | Time: 2086.73 ms
[2021-10-17 13:52:16 main:574] : INFO : Epoch 1917 | loss: 0.0311226 | val_loss: 0.0311479 | Time: 2085.69 ms
[2021-10-17 13:52:19 main:574] : INFO : Epoch 1918 | loss: 0.0311243 | val_loss: 0.0311519 | Time: 2109.45 ms
[2021-10-17 13:52:21 main:574] : INFO : Epoch 1919 | loss: 0.0311215 | val_loss: 0.031149 | Time: 2105.53 ms
[2021-10-17 13:52:23 main:574] : INFO : Epoch 1920 | loss: 0.0311217 | val_loss: 0.0311525 | Time: 2082.88 ms
[2021-10-17 13:52:25 main:574] : INFO : Epoch 1921 | loss: 0.0311246 | val_loss: 0.0311502 | Time: 2093.66 ms
[2021-10-17 13:52:27 main:574] : INFO : Epoch 1922 | loss: 0.0311251 | val_loss: 0.031148 | Time: 2075.34 ms
[2021-10-17 13:52:29 main:574] : INFO : Epoch 1923 | loss: 0.0311318 | val_loss: 0.0311624 | Time: 2063.06 ms
[2021-10-17 13:52:31 main:574] : INFO : Epoch 1924 | loss: 0.0325218 | val_loss: 0.0579688 | Time: 2072.36 ms
[2021-10-17 13:52:33 main:574] : INFO : Epoch 1925 | loss: 0.0364432 | val_loss: 0.0326588 | Time: 2099.1 ms
[2021-10-17 13:52:35 main:574] : INFO : Epoch 1926 | loss: 0.0321834 | val_loss: 0.031302 | Time: 2093.73 ms
[2021-10-17 13:52:37 main:574] : INFO : Epoch 1927 | loss: 0.0313396 | val_loss: 0.0311897 | Time: 2107.02 ms
[2021-10-17 13:52:40 main:574] : INFO : Epoch 1928 | loss: 0.0311944 | val_loss: 0.031181 | Time: 2092.4 ms
[2021-10-17 13:52:42 main:574] : INFO : Epoch 1929 | loss: 0.0311761 | val_loss: 0.0311736 | Time: 2115.23 ms
[2021-10-17 13:52:44 main:574] : INFO : Epoch 1930 | loss: 0.0311725 | val_loss: 0.0311697 | Time: 2109.82 ms
[2021-10-17 13:52:46 main:574] : INFO : Epoch 1931 | loss: 0.0311706 | val_loss: 0.0311689 | Time: 2089.85 ms
[2021-10-17 13:52:48 main:574] : INFO : Epoch 1932 | loss: 0.031171 | val_loss: 0.0311691 | Time: 2113.35 ms
[2021-10-17 13:52:50 main:574] : INFO : Epoch 1933 | loss: 0.0311691 | val_loss: 0.0311668 | Time: 2114.13 ms
[2021-10-17 13:52:52 main:574] : INFO : Epoch 1934 | loss: 0.0311632 | val_loss: 0.0311579 | Time: 2067.16 ms
[2021-10-17 13:52:54 main:574] : INFO : Epoch 1935 | loss: 0.0311448 | val_loss: 0.0311575 | Time: 2086.3 ms
[2021-10-17 13:52:56 main:574] : INFO : Epoch 1936 | loss: 0.0311412 | val_loss: 0.0311511 | Time: 2090.67 ms
[2021-10-17 13:52:58 main:574] : INFO : Epoch 1937 | loss: 0.0311397 | val_loss: 0.0311574 | Time: 2108.61 ms
[2021-10-17 13:53:01 main:574] : INFO : Epoch 1938 | loss: 0.0311406 | val_loss: 0.03115 | Time: 2120.41 ms
[2021-10-17 13:53:03 main:574] : INFO : Epoch 1939 | loss: 0.0311401 | val_loss: 0.0311479 | Time: 2100.16 ms
[2021-10-17 13:53:05 main:574] : INFO : Epoch 1940 | loss: 0.0311368 | val_loss: 0.0311483 | Time: 2067.24 ms
[2021-10-17 13:53:07 main:574] : INFO : Epoch 1941 | loss: 0.0311371 | val_loss: 0.0311526 | Time: 2095.61 ms
[2021-10-17 13:53:09 main:574] : INFO : Epoch 1942 | loss: 0.0311355 | val_loss: 0.0311473 | Time: 2081.76 ms
[2021-10-17 13:53:11 main:574] : INFO : Epoch 1943 | loss: 0.0311385 | val_loss: 0.0311505 | Time: 2115.14 ms
[2021-10-17 13:53:13 main:574] : INFO : Epoch 1944 | loss: 0.0311423 | val_loss: 0.0311491 | Time: 2097.72 ms
[2021-10-17 13:53:15 main:574] : INFO : Epoch 1945 | loss: 0.0311434 | val_loss: 0.0311498 | Time: 2270.62 ms
[2021-10-17 13:53:18 main:574] : INFO : Epoch 1946 | loss: 0.0311402 | val_loss: 0.0311491 | Time: 2078.26 ms
[2021-10-17 13:53:20 main:574] : INFO : Epoch 1947 | loss: 0.0311394 | val_loss: 0.0311476 | Time: 2220.4 ms
[2021-10-17 13:53:22 main:574] : INFO : Epoch 1948 | loss: 0.0311358 | val_loss: 0.031148 | Time: 2141.07 ms
[2021-10-17 13:53:24 main:574] : INFO : Epoch 1949 | loss: 0.0311362 | val_loss: 0.0311435 | Time: 2180.19 ms
[2021-10-17 13:53:26 main:574] : INFO : Epoch 1950 | loss: 0.0311342 | val_loss: 0.0311415 | Time: 2137.28 ms
[2021-10-17 13:53:29 main:574] : INFO : Epoch 1951 | loss: 0.0311319 | val_loss: 0.0311439 | Time: 2408.47 ms
[2021-10-17 13:53:31 main:574] : INFO : Epoch 1952 | loss: 0.0311328 | val_loss: 0.0311443 | Time: 2162.21 ms
[2021-10-17 13:53:33 main:574] : INFO : Epoch 1953 | loss: 0.0311299 | val_loss: 0.0311442 | Time: 2282.44 ms
[2021-10-17 13:53:35 main:574] : INFO : Epoch 1954 | loss: 0.0311314 | val_loss: 0.0311477 | Time: 2142.17 ms
[2021-10-17 13:53:37 main:574] : INFO : Epoch 1955 | loss: 0.031129 | val_loss: 0.0311469 | Time: 2076.63 ms
[2021-10-17 13:53:39 main:574] : INFO : Epoch 1956 | loss: 0.031127 | val_loss: 0.0311447 | Time: 2098.19 ms
[2021-10-17 13:53:42 main:574] : INFO : Epoch 1957 | loss: 0.0311266 | val_loss: 0.0311485 | Time: 2293.97 ms
[2021-10-17 13:53:44 main:574] : INFO : Epoch 1958 | loss: 0.0311272 | val_loss: 0.0311472 | Time: 2448.58 ms
[2021-10-17 13:53:46 main:574] : INFO : Epoch 1959 | loss: 0.031127 | val_loss: 0.0311546 | Time: 2126.4 ms
[2021-10-17 13:53:48 main:574] : INFO : Epoch 1960 | loss: 0.0311283 | val_loss: 0.0311464 | Time: 2100.28 ms
[2021-10-17 13:53:51 main:574] : INFO : Epoch 1961 | loss: 0.0311284 | val_loss: 0.031152 | Time: 2205.47 ms
[2021-10-17 13:53:53 main:574] : INFO : Epoch 1962 | loss: 0.0311329 | val_loss: 0.0311492 | Time: 2114.56 ms
[2021-10-17 13:53:55 main:574] : INFO : Epoch 1963 | loss: 0.0311316 | val_loss: 0.0311529 | Time: 2106.01 ms
[2021-10-17 13:53:57 main:574] : INFO : Epoch 1964 | loss: 0.0311295 | val_loss: 0.0311505 | Time: 2116.56 ms
[2021-10-17 13:53:59 main:574] : INFO : Epoch 1965 | loss: 0.0311283 | val_loss: 0.0311478 | Time: 2172.39 ms
[2021-10-17 13:54:01 main:574] : INFO : Epoch 1966 | loss: 0.0311255 | val_loss: 0.031149 | Time: 2100.27 ms
[2021-10-17 13:54:04 main:574] : INFO : Epoch 1967 | loss: 0.0311243 | val_loss: 0.0311451 | Time: 2057.98 ms
[2021-10-17 13:54:06 main:574] : INFO : Epoch 1968 | loss: 0.0311246 | val_loss: 0.0311462 | Time: 2113.86 ms
[2021-10-17 13:54:08 main:574] : INFO : Epoch 1969 | loss: 0.0311249 | val_loss: 0.0311451 | Time: 2161.3 ms
[2021-10-17 13:54:10 main:574] : INFO : Epoch 1970 | loss: 0.0311244 | val_loss: 0.0311561 | Time: 2139.6 ms
[2021-10-17 13:54:12 main:574] : INFO : Epoch 1971 | loss: 0.0311268 | val_loss: 0.0311457 | Time: 2095.54 ms
[2021-10-17 13:54:14 main:574] : INFO : Epoch 1972 | loss: 0.0311248 | val_loss: 0.0311471 | Time: 2117.37 ms
[2021-10-17 13:54:17 main:574] : INFO : Epoch 1973 | loss: 0.0311248 | val_loss: 0.0311481 | Time: 2109.59 ms
[2021-10-17 13:54:19 main:574] : INFO : Epoch 1974 | loss: 0.0311232 | val_loss: 0.0311464 | Time: 2135.98 ms
[2021-10-17 13:54:21 main:574] : INFO : Epoch 1975 | loss: 0.0311224 | val_loss: 0.0311467 | Time: 2332.24 ms
[2021-10-17 13:54:23 main:574] : INFO : Epoch 1976 | loss: 0.0311238 | val_loss: 0.031149 | Time: 2082.35 ms
[2021-10-17 13:54:25 main:574] : INFO : Epoch 1977 | loss: 0.0311269 | val_loss: 0.0311596 | Time: 2108.34 ms
[2021-10-17 13:54:28 main:574] : INFO : Epoch 1978 | loss: 0.0311236 | val_loss: 0.031148 | Time: 2278.68 ms
[2021-10-17 13:54:30 main:574] : INFO : Epoch 1979 | loss: 0.0311227 | val_loss: 0.0311516 | Time: 2205.1 ms
[2021-10-17 13:54:32 main:574] : INFO : Epoch 1980 | loss: 0.0311212 | val_loss: 0.0311478 | Time: 2099.39 ms
[2021-10-17 13:54:34 main:574] : INFO : Epoch 1981 | loss: 0.0311235 | val_loss: 0.0311506 | Time: 2081.78 ms
[2021-10-17 13:54:36 main:574] : INFO : Epoch 1982 | loss: 0.0311249 | val_loss: 0.0311449 | Time: 2095.3 ms
[2021-10-17 13:54:38 main:574] : INFO : Epoch 1983 | loss: 0.0311239 | val_loss: 0.0311515 | Time: 2096.15 ms
[2021-10-17 13:54:40 main:574] : INFO : Epoch 1984 | loss: 0.0311239 | val_loss: 0.0311502 | Time: 2111.06 ms
[2021-10-17 13:54:42 main:574] : INFO : Epoch 1985 | loss: 0.0311226 | val_loss: 0.0311515 | Time: 2100.93 ms
[2021-10-17 13:54:45 main:574] : INFO : Epoch 1986 | loss: 0.0311231 | val_loss: 0.0311494 | Time: 2164.9 ms
[2021-10-17 13:54:47 main:574] : INFO : Epoch 1987 | loss: 0.031123 | val_loss: 0.0311515 | Time: 2127.34 ms
[2021-10-17 13:54:49 main:574] : INFO : Epoch 1988 | loss: 0.031122 | val_loss: 0.0311489 | Time: 2299.59 ms
[2021-10-17 13:54:51 main:574] : INFO : Epoch 1989 | loss: 0.0311238 | val_loss: 0.031149 | Time: 2088.51 ms
[2021-10-17 13:54:53 main:574] : INFO : Epoch 1990 | loss: 0.0311244 | val_loss: 0.0311472 | Time: 2077.14 ms
[2021-10-17 13:54:55 main:574] : INFO : Epoch 1991 | loss: 0.0311234 | val_loss: 0.03115 | Time: 2099.4 ms
[2021-10-17 13:54:57 main:574] : INFO : Epoch 1992 | loss: 0.0311232 | val_loss: 0.031149 | Time: 2089.96 ms
[2021-10-17 13:55:00 main:574] : INFO : Epoch 1993 | loss: 0.0311246 | val_loss: 0.0311487 | Time: 2115.07 ms
[2021-10-17 13:55:02 main:574] : INFO : Epoch 1994 | loss: 0.0311221 | val_loss: 0.0311455 | Time: 2138.56 ms
[2021-10-17 13:55:04 main:574] : INFO : Epoch 1995 | loss: 0.0311201 | val_loss: 0.0311477 | Time: 2406.23 ms
[2021-10-17 13:55:06 main:574] : INFO : Epoch 1996 | loss: 0.0311195 | val_loss: 0.0311492 | Time: 2114.27 ms
[2021-10-17 13:55:08 main:574] : INFO : Epoch 1997 | loss: 0.0311198 | val_loss: 0.0311497 | Time: 2108.81 ms
[2021-10-17 13:55:10 main:574] : INFO : Epoch 1998 | loss: 0.0311199 | val_loss: 0.0311529 | Time: 2078.84 ms
[2021-10-17 13:55:13 main:574] : INFO : Epoch 1999 | loss: 0.03112 | val_loss: 0.0311467 | Time: 2085.22 ms
[2021-10-17 13:55:15 main:574] : INFO : Epoch 2000 | loss: 0.0311212 | val_loss: 0.0311508 | Time: 2098.42 ms
[2021-10-17 13:55:17 main:574] : INFO : Epoch 2001 | loss: 0.0311237 | val_loss: 0.0311537 | Time: 2092.27 ms
[2021-10-17 13:55:19 main:574] : INFO : Epoch 2002 | loss: 0.0311285 | val_loss: 0.0311502 | Time: 2108.66 ms
[2021-10-17 13:55:21 main:574] : INFO : Epoch 2003 | loss: 0.031125 | val_loss: 0.0311536 | Time: 2081.82 ms
[2021-10-17 13:55:23 main:574] : INFO : Epoch 2004 | loss: 0.0311248 | val_loss: 0.0311533 | Time: 2103.47 ms
[2021-10-17 13:55:25 main:574] : INFO : Epoch 2005 | loss: 0.0311269 | val_loss: 0.0311598 | Time: 2084.26 ms
[2021-10-17 13:55:27 main:574] : INFO : Epoch 2006 | loss: 0.0311261 | val_loss: 0.0311479 | Time: 2153.27 ms
[2021-10-17 13:55:29 main:574] : INFO : Epoch 2007 | loss: 0.0311265 | val_loss: 0.031145 | Time: 2102.19 ms
[2021-10-17 13:55:32 main:574] : INFO : Epoch 2008 | loss: 0.0311289 | val_loss: 0.0311468 | Time: 2097.98 ms
[2021-10-17 13:55:34 main:574] : INFO : Epoch 2009 | loss: 0.0311258 | val_loss: 0.0311496 | Time: 2062.8 ms
[2021-10-17 13:55:36 main:574] : INFO : Epoch 2010 | loss: 0.0311256 | val_loss: 0.0311517 | Time: 2053.56 ms
[2021-10-17 13:55:38 main:574] : INFO : Epoch 2011 | loss: 0.0311254 | val_loss: 0.0311517 | Time: 2092.73 ms
[2021-10-17 13:55:40 main:574] : INFO : Epoch 2012 | loss: 0.0311256 | val_loss: 0.0311528 | Time: 2198.84 ms
[2021-10-17 13:55:42 main:574] : INFO : Epoch 2013 | loss: 0.0311269 | val_loss: 0.03115 | Time: 2076.82 ms
[2021-10-17 13:55:44 main:574] : INFO : Epoch 2014 | loss: 0.0311277 | val_loss: 0.0311525 | Time: 2084.82 ms
[2021-10-17 13:55:46 main:574] : INFO : Epoch 2015 | loss: 0.031128 | val_loss: 0.0311509 | Time: 2054.93 ms
[2021-10-17 13:55:48 main:574] : INFO : Epoch 2016 | loss: 0.0311291 | val_loss: 0.0311506 | Time: 2057.87 ms
[2021-10-17 13:55:50 main:574] : INFO : Epoch 2017 | loss: 0.0311288 | val_loss: 0.0311484 | Time: 2184.66 ms
[2021-10-17 13:55:52 main:574] : INFO : Epoch 2018 | loss: 0.0311271 | val_loss: 0.0311519 | Time: 2052.3 ms
[2021-10-17 13:55:55 main:574] : INFO : Epoch 2019 | loss: 0.0311352 | val_loss: 0.0311577 | Time: 2060.37 ms
[2021-10-17 13:55:57 main:574] : INFO : Epoch 2020 | loss: 0.0311369 | val_loss: 0.0311527 | Time: 2025.15 ms
[2021-10-17 13:55:59 main:574] : INFO : Epoch 2021 | loss: 0.0311316 | val_loss: 0.0311476 | Time: 2028.13 ms
[2021-10-17 13:56:01 main:574] : INFO : Epoch 2022 | loss: 0.0311304 | val_loss: 0.0311461 | Time: 2017.76 ms
[2021-10-17 13:56:03 main:574] : INFO : Epoch 2023 | loss: 0.0311273 | val_loss: 0.0311475 | Time: 2032.35 ms
[2021-10-17 13:56:05 main:574] : INFO : Epoch 2024 | loss: 0.0311292 | val_loss: 0.0311461 | Time: 2045.52 ms
[2021-10-17 13:56:07 main:574] : INFO : Epoch 2025 | loss: 0.0311319 | val_loss: 0.0311451 | Time: 2043.34 ms
[2021-10-17 13:56:09 main:574] : INFO : Epoch 2026 | loss: 0.031128 | val_loss: 0.0311438 | Time: 2049.37 ms
[2021-10-17 13:56:11 main:574] : INFO : Epoch 2027 | loss: 0.0311302 | val_loss: 0.0311511 | Time: 2031.87 ms
[2021-10-17 13:56:13 main:574] : INFO : Epoch 2028 | loss: 0.0311333 | val_loss: 0.0311448 | Time: 2047.08 ms
[2021-10-17 13:56:15 main:574] : INFO : Epoch 2029 | loss: 0.0311263 | val_loss: 0.0311439 | Time: 2045.98 ms
[2021-10-17 13:56:17 main:574] : INFO : Epoch 2030 | loss: 0.0311305 | val_loss: 0.0311561 | Time: 2048.77 ms
[2021-10-17 13:56:19 main:574] : INFO : Epoch 2031 | loss: 0.0311557 | val_loss: 0.0311611 | Time: 2036.03 ms
[2021-10-17 13:56:21 main:574] : INFO : Epoch 2032 | loss: 0.0311529 | val_loss: 0.0311573 | Time: 1993.8 ms
[2021-10-17 13:56:23 main:574] : INFO : Epoch 2033 | loss: 0.0311499 | val_loss: 0.0311545 | Time: 2034 ms
[2021-10-17 13:56:25 main:574] : INFO : Epoch 2034 | loss: 0.0311471 | val_loss: 0.0311527 | Time: 2041.46 ms
[2021-10-17 13:56:27 main:574] : INFO : Epoch 2035 | loss: 0.0311421 | val_loss: 0.031153 | Time: 2042.88 ms
[2021-10-17 13:56:29 main:574] : INFO : Epoch 2036 | loss: 0.0311428 | val_loss: 0.0311538 | Time: 2038.54 ms
[2021-10-17 13:56:31 main:574] : INFO : Epoch 2037 | loss: 0.0311397 | val_loss: 0.0311514 | Time: 2051.18 ms
[2021-10-17 13:56:33 main:574] : INFO : Epoch 2038 | loss: 0.0311383 | val_loss: 0.0311526 | Time: 2050.29 ms
[2021-10-17 13:56:35 main:574] : INFO : Epoch 2039 | loss: 0.0311368 | val_loss: 0.0311548 | Time: 2010.69 ms
[2021-10-17 13:56:37 main:574] : INFO : Epoch 2040 | loss: 0.0311369 | val_loss: 0.0311546 | Time: 2039.58 ms
[2021-10-17 13:56:39 main:574] : INFO : Epoch 2041 | loss: 0.0311359 | val_loss: 0.0311546 | Time: 2056.51 ms
[2021-10-17 13:56:41 main:574] : INFO : Epoch 2042 | loss: 0.0311365 | val_loss: 0.0311525 | Time: 2023.43 ms
[2021-10-17 13:56:44 main:574] : INFO : Epoch 2043 | loss: 0.0311367 | val_loss: 0.0311534 | Time: 2045.77 ms
[2021-10-17 13:56:46 main:574] : INFO : Epoch 2044 | loss: 0.0311343 | val_loss: 0.0311506 | Time: 2052.64 ms
[2021-10-17 13:56:48 main:574] : INFO : Epoch 2045 | loss: 0.0311347 | val_loss: 0.0311517 | Time: 2075.64 ms
[2021-10-17 13:56:50 main:574] : INFO : Epoch 2046 | loss: 0.0311378 | val_loss: 0.0311554 | Time: 1997.24 ms
[2021-10-17 13:56:52 main:574] : INFO : Epoch 2047 | loss: 0.0311341 | val_loss: 0.0311539 | Time: 1946.67 ms
[2021-10-17 13:56:54 main:574] : INFO : Epoch 2048 | loss: 0.0311319 | val_loss: 0.031158 | Time: 1965.66 ms
[2021-10-17 13:56:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031158
[2021-10-17 13:56:54 main:603] : INFO : Saving end state to config to file
[2021-10-17 13:56:54 main:608] : INFO : Success, exiting..
13:56:54 (25712): 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)