Task 12938349
| Name | ParityModified-1645996481-2319-3-0_1 |
| Workunit | 10061075 |
| Created | 11 Mar 2022, 17:40:14 UTC |
| Sent | 11 Mar 2022, 17:42:07 UTC |
| Report deadline | 19 Mar 2022, 17:42:07 UTC |
| Received | 11 Mar 2022, 20:14:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18018 |
| Run time | 1 hours 16 min 19 sec |
| CPU time | 1 hours 15 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 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: 0.0311486 | val_loss: 0.0311494 | Time: 2264.22 ms [2022-03-12 03:55:19 main:574] : INFO : Epoch 1543 | loss: 0.0311468 | val_loss: 0.0311493 | Time: 2217.68 ms [2022-03-12 03:55:21 main:574] : INFO : Epoch 1544 | loss: 0.0311449 | val_loss: 0.0311511 | Time: 2198.26 ms [2022-03-12 03:55:23 main:574] : INFO : Epoch 1545 | loss: 0.0311451 | val_loss: 0.0311494 | Time: 2148.62 ms [2022-03-12 03:55:25 main:574] : INFO : Epoch 1546 | loss: 0.0311448 | val_loss: 0.0311483 | Time: 2212.4 ms [2022-03-12 03:55:28 main:574] : INFO : Epoch 1547 | loss: 0.0311448 | val_loss: 0.031149 | Time: 2212.47 ms [2022-03-12 03:55:30 main:574] : INFO : Epoch 1548 | loss: 0.0311457 | val_loss: 0.0311487 | Time: 2188.15 ms [2022-03-12 03:55:32 main:574] : INFO : Epoch 1549 | loss: 0.0311452 | val_loss: 0.0311493 | Time: 2215.28 ms [2022-03-12 03:55:34 main:574] : INFO : Epoch 1550 | loss: 0.0311447 | val_loss: 0.0311495 | Time: 2188.35 ms [2022-03-12 03:55:36 main:574] : INFO : Epoch 1551 | loss: 0.0311452 | val_loss: 0.0311493 | Time: 2229 ms [2022-03-12 03:55:39 main:574] : INFO : Epoch 1552 | loss: 0.0311456 | val_loss: 0.0311588 | Time: 2270.42 ms [2022-03-12 03:55:41 main:574] : INFO : Epoch 1553 | loss: 0.0311604 | val_loss: 0.0311582 | Time: 2225.57 ms [2022-03-12 03:55:43 main:574] : INFO : Epoch 1554 | loss: 0.0311549 | val_loss: 0.0311591 | Time: 2221.54 ms [2022-03-12 03:55:45 main:574] : INFO : Epoch 1555 | loss: 0.0311581 | val_loss: 0.0311557 | Time: 2233.78 ms [2022-03-12 03:55:48 main:574] : INFO : Epoch 1556 | loss: 0.0311548 | val_loss: 0.0311561 | Time: 2200.84 ms [2022-03-12 03:55:50 main:574] : INFO : Epoch 1557 | loss: 0.0311558 | val_loss: 0.0311546 | Time: 2209.56 ms [2022-03-12 03:55:52 main:574] : INFO : Epoch 1558 | loss: 0.0311537 | val_loss: 0.0311561 | Time: 2248.68 ms [2022-03-12 03:55:54 main:574] : INFO : Epoch 1559 | loss: 0.031153 | val_loss: 0.031153 | Time: 2155.69 ms [2022-03-12 03:55:56 main:574] : INFO : Epoch 1560 | loss: 0.0311509 | val_loss: 0.0311549 | Time: 2190.25 ms [2022-03-12 03:55:59 main:574] : INFO : Epoch 1561 | loss: 0.0311546 | val_loss: 0.0311559 | Time: 2226.63 ms [2022-03-12 03:56:01 main:574] : INFO : Epoch 1562 | loss: 0.0311541 | val_loss: 0.0311533 | Time: 2273.51 ms [2022-03-12 03:56:03 main:574] : INFO : Epoch 1563 | loss: 0.0311513 | val_loss: 0.0311533 | Time: 2279.51 ms [2022-03-12 03:56:06 main:574] : INFO : Epoch 1564 | loss: 0.0311496 | val_loss: 0.031152 | Time: 2222.43 ms [2022-03-12 03:56:08 main:574] : INFO : Epoch 1565 | loss: 0.0311501 | val_loss: 0.0311539 | Time: 2173.61 ms [2022-03-12 03:56:10 main:574] : INFO : Epoch 1566 | loss: 0.0311499 | val_loss: 0.0311532 | Time: 2262.51 ms [2022-03-12 03:56:12 main:574] : INFO : Epoch 1567 | loss: 0.0311499 | val_loss: 0.0311518 | Time: 2208.97 ms [2022-03-12 03:56:14 main:574] : INFO : Epoch 1568 | loss: 0.0311501 | val_loss: 0.0311541 | Time: 2249.25 ms [2022-03-12 03:56:17 main:574] : INFO : Epoch 1569 | loss: 0.031151 | val_loss: 0.0311526 | Time: 2206.71 ms [2022-03-12 03:56:19 main:574] : INFO : Epoch 1570 | loss: 0.031151 | val_loss: 0.0311525 | Time: 2219.33 ms [2022-03-12 03:56:21 main:574] : INFO : Epoch 1571 | loss: 0.0311502 | val_loss: 0.0311529 | Time: 2276.8 ms [2022-03-12 03:56:23 main:574] : INFO : Epoch 1572 | loss: 0.0311496 | val_loss: 0.0311533 | Time: 2297.87 ms [2022-03-12 03:56:26 main:574] : INFO : Epoch 1573 | loss: 0.0311491 | val_loss: 0.0311555 | Time: 2270.44 ms [2022-03-12 03:56:28 main:574] : INFO : Epoch 1574 | loss: 0.031149 | val_loss: 0.0311523 | Time: 2235.84 ms [2022-03-12 03:56:30 main:574] : INFO : Epoch 1575 | loss: 0.0311516 | val_loss: 0.0311574 | Time: 2211.27 ms [2022-03-12 03:56:32 main:574] : INFO : Epoch 1576 | loss: 0.0311512 | val_loss: 0.031161 | Time: 2222.47 ms [2022-03-12 03:56:35 main:574] : INFO : Epoch 1577 | loss: 0.0311486 | val_loss: 0.0311526 | Time: 2235.76 ms [2022-03-12 03:56:37 main:574] : INFO : Epoch 1578 | loss: 0.0311479 | val_loss: 0.0311544 | Time: 2208.67 ms [2022-03-12 03:56:39 main:574] : INFO : Epoch 1579 | loss: 0.0311488 | val_loss: 0.0311545 | Time: 2263.16 ms [2022-03-12 03:56:41 main:574] : INFO : Epoch 1580 | loss: 0.0311478 | val_loss: 0.0311529 | Time: 2292.67 ms [2022-03-12 03:56:44 main:574] : INFO : Epoch 1581 | loss: 0.031147 | val_loss: 0.0311542 | Time: 2255.08 ms [2022-03-12 03:56:46 main:574] : INFO : Epoch 1582 | loss: 0.0311481 | val_loss: 0.0311586 | Time: 2224.17 ms [2022-03-12 03:56:48 main:574] : INFO : Epoch 1583 | loss: 0.0311495 | val_loss: 0.0311514 | Time: 2227.65 ms [2022-03-12 03:56:50 main:574] : INFO : Epoch 1584 | loss: 0.0311477 | val_loss: 0.0311535 | Time: 2235.34 ms [2022-03-12 03:56:53 main:574] : INFO : Epoch 1585 | loss: 0.0311473 | val_loss: 0.0311529 | Time: 2240.72 ms [2022-03-12 03:56:55 main:574] : INFO : Epoch 1586 | loss: 0.0311473 | val_loss: 0.0311531 | Time: 2201.41 ms [2022-03-12 03:56:57 main:574] : INFO : Epoch 1587 | loss: 0.031147 | val_loss: 0.0311524 | Time: 2210.13 ms [2022-03-12 03:56:59 main:574] : INFO : Epoch 1588 | loss: 0.0311512 | val_loss: 0.0311545 | Time: 2239.84 ms [2022-03-12 03:57:02 main:574] : INFO : Epoch 1589 | loss: 0.0311515 | val_loss: 0.031152 | Time: 2231.93 ms [2022-03-12 03:57:04 main:574] : INFO : Epoch 1590 | loss: 0.0311491 | val_loss: 0.0311545 | Time: 2250.85 ms [2022-03-12 03:57:06 main:574] : INFO : Epoch 1591 | loss: 0.0311496 | val_loss: 0.0311538 | Time: 2224.24 ms [2022-03-12 03:57:08 main:574] : INFO : Epoch 1592 | loss: 0.0311489 | val_loss: 0.031155 | Time: 2200.29 ms [2022-03-12 03:57:10 main:574] : INFO : Epoch 1593 | loss: 0.0311476 | val_loss: 0.0311534 | Time: 2186.93 ms [2022-03-12 03:57:13 main:574] : INFO : Epoch 1594 | loss: 0.0311476 | val_loss: 0.0311533 | Time: 2191.48 ms [2022-03-12 03:57:15 main:574] : INFO : Epoch 1595 | loss: 0.0311468 | val_loss: 0.0311534 | Time: 2227.63 ms [2022-03-12 03:57:17 main:574] : INFO : Epoch 1596 | loss: 0.0311484 | val_loss: 0.0311531 | Time: 2202.01 ms [2022-03-12 03:57:19 main:574] : INFO : Epoch 1597 | loss: 0.0311461 | val_loss: 0.0311539 | Time: 2200.66 ms [2022-03-12 03:57:22 main:574] : INFO : Epoch 1598 | loss: 0.031149 | val_loss: 0.0311528 | Time: 2231.13 ms [2022-03-12 03:57:24 main:574] : INFO : Epoch 1599 | loss: 0.0311467 | val_loss: 0.0311579 | Time: 2226.41 ms [2022-03-12 03:57:26 main:574] : INFO : Epoch 1600 | loss: 0.0311478 | val_loss: 0.0311596 | Time: 2220.37 ms [2022-03-12 03:57:28 main:574] : INFO : Epoch 1601 | loss: 0.0311516 | val_loss: 0.0311649 | Time: 2226.7 ms [2022-03-12 03:57:30 main:574] : INFO : Epoch 1602 | loss: 0.0311482 | val_loss: 0.0311538 | Time: 2221.15 ms [2022-03-12 03:57:33 main:574] : INFO : Epoch 1603 | loss: 0.0311444 | val_loss: 0.0311534 | Time: 2228.75 ms [2022-03-12 03:57:35 main:574] : INFO : Epoch 1604 | loss: 0.0311447 | val_loss: 0.0311638 | Time: 2260.13 ms [2022-03-12 03:57:37 main:574] : INFO : Epoch 1605 | loss: 0.0311456 | val_loss: 0.0311527 | Time: 2220.78 ms [2022-03-12 03:57:39 main:574] : INFO : Epoch 1606 | loss: 0.0311443 | val_loss: 0.0311543 | Time: 2288.22 ms [2022-03-12 03:57:42 main:574] : INFO : Epoch 1607 | loss: 0.0311464 | val_loss: 0.0311554 | Time: 2247.41 ms [2022-03-12 03:57:44 main:574] : INFO : Epoch 1608 | loss: 0.031144 | val_loss: 0.0311533 | Time: 2259.58 ms [2022-03-12 03:57:46 main:574] : INFO : Epoch 1609 | loss: 0.0311438 | val_loss: 0.0311555 | Time: 2182.47 ms [2022-03-12 03:57:48 main:574] : INFO : Epoch 1610 | loss: 0.0311452 | val_loss: 0.0311519 | Time: 2170.08 ms [2022-03-12 03:57:51 main:574] : INFO : Epoch 1611 | loss: 0.0311431 | val_loss: 0.0311555 | Time: 2231.86 ms [2022-03-12 03:57:53 main:574] : INFO : Epoch 1612 | loss: 0.0311432 | val_loss: 0.0311538 | Time: 2201.01 ms [2022-03-12 03:57:55 main:574] : INFO : Epoch 1613 | loss: 0.0311442 | val_loss: 0.0311519 | Time: 2231.95 ms [2022-03-12 03:57:57 main:574] : INFO : Epoch 1614 | loss: 0.0311446 | val_loss: 0.0311521 | Time: 2174.27 ms [2022-03-12 03:57:59 main:574] : INFO : Epoch 1615 | loss: 0.0311438 | val_loss: 0.0311597 | Time: 2236.96 ms [2022-03-12 03:58:02 main:574] : INFO : Epoch 1616 | loss: 0.0311468 | val_loss: 0.0311513 | Time: 2238.02 ms [2022-03-12 03:58:04 main:574] : INFO : Epoch 1617 | loss: 0.0311429 | val_loss: 0.0311535 | Time: 2255.92 ms [2022-03-12 03:58:06 main:574] : INFO : Epoch 1618 | loss: 0.0311422 | val_loss: 0.0311536 | Time: 2314.04 ms [2022-03-12 03:58:08 main:574] : INFO : Epoch 1619 | loss: 0.0311435 | val_loss: 0.0311517 | Time: 2163.03 ms [2022-03-12 03:58:11 main:574] : INFO : Epoch 1620 | loss: 0.0311477 | val_loss: 0.0311555 | Time: 2216.07 ms [2022-03-12 03:58:13 main:574] : INFO : Epoch 1621 | loss: 0.0311523 | val_loss: 0.0311513 | Time: 2248.83 ms [2022-03-12 03:58:15 main:574] : INFO : Epoch 1622 | loss: 0.0311483 | val_loss: 0.0311527 | Time: 2221.68 ms [2022-03-12 03:58:17 main:574] : INFO : Epoch 1623 | loss: 0.0311447 | val_loss: 0.0311518 | Time: 2172.05 ms [2022-03-12 03:58:20 main:574] : INFO : Epoch 1624 | loss: 0.031144 | val_loss: 0.0311506 | Time: 2200.22 ms [2022-03-12 03:58:22 main:574] : INFO : Epoch 1625 | loss: 0.0311451 | val_loss: 0.031152 | Time: 2323.52 ms [2022-03-12 03:58:24 main:574] : INFO : Epoch 1626 | loss: 0.0311437 | val_loss: 0.0311545 | Time: 2292.41 ms [2022-03-12 03:58:26 main:574] : INFO : Epoch 1627 | loss: 0.0311466 | val_loss: 0.0311548 | Time: 2230.76 ms [2022-03-12 03:58:29 main:574] : INFO : Epoch 1628 | loss: 0.0311427 | val_loss: 0.0311499 | Time: 2225.17 ms [2022-03-12 03:58:31 main:574] : INFO : Epoch 1629 | loss: 0.0311434 | val_loss: 0.0311569 | Time: 2231.08 ms [2022-03-12 03:58:33 main:574] : INFO : Epoch 1630 | loss: 0.0311444 | val_loss: 0.0311557 | Time: 2207.1 ms [2022-03-12 03:58:35 main:574] : INFO : Epoch 1631 | loss: 0.0311437 | val_loss: 0.03116 | Time: 2254.72 ms [2022-03-12 03:58:37 main:574] : INFO : Epoch 1632 | loss: 0.031148 | val_loss: 0.0311578 | Time: 2182.07 ms [2022-03-12 03:58:40 main:574] : INFO : Epoch 1633 | loss: 0.0311432 | val_loss: 0.0311494 | Time: 2216.41 ms [2022-03-12 03:58:42 main:574] : INFO : Epoch 1634 | loss: 0.0311426 | val_loss: 0.0311514 | Time: 2269.67 ms [2022-03-12 03:58:44 main:574] : INFO : Epoch 1635 | loss: 0.0311418 | val_loss: 0.0311482 | Time: 2211.05 ms [2022-03-12 03:58:46 main:574] : INFO : Epoch 1636 | loss: 0.0311454 | val_loss: 0.0311515 | Time: 2271.05 ms [2022-03-12 03:58:49 main:574] : INFO : Epoch 1637 | loss: 0.0311447 | val_loss: 0.0311532 | Time: 2299.85 ms [2022-03-12 03:58:51 main:574] : INFO : Epoch 1638 | loss: 0.0311445 | val_loss: 0.0311536 | Time: 2216.88 ms [2022-03-12 03:58:53 main:574] : INFO : Epoch 1639 | loss: 0.0311444 | val_loss: 0.0311496 | Time: 2259.98 ms [2022-03-12 03:58:55 main:574] : INFO : Epoch 1640 | loss: 0.0311417 | val_loss: 0.0311504 | Time: 2196.59 ms [2022-03-12 03:58:58 main:574] : INFO : Epoch 1641 | loss: 0.0311434 | val_loss: 0.0311516 | Time: 2203.36 ms [2022-03-12 03:59:00 main:574] : INFO : Epoch 1642 | loss: 0.0311417 | val_loss: 0.0311483 | Time: 2179.92 ms [2022-03-12 03:59:02 main:574] : INFO : Epoch 1643 | loss: 0.0311425 | val_loss: 0.0311517 | Time: 2189.96 ms [2022-03-12 03:59:04 main:574] : INFO : Epoch 1644 | loss: 0.0311441 | val_loss: 0.0311521 | Time: 2243.47 ms [2022-03-12 03:59:07 main:574] : INFO : Epoch 1645 | loss: 0.0311412 | val_loss: 0.0311484 | Time: 2242.15 ms [2022-03-12 03:59:09 main:574] : INFO : Epoch 1646 | loss: 0.03114 | val_loss: 0.0311507 | Time: 2267.29 ms [2022-03-12 03:59:11 main:574] : INFO : Epoch 1647 | loss: 0.0311414 | val_loss: 0.0311482 | Time: 2234.1 ms [2022-03-12 03:59:13 main:574] : INFO : Epoch 1648 | loss: 0.031142 | val_loss: 0.0311522 | Time: 2224.99 ms [2022-03-12 03:59:16 main:574] : INFO : Epoch 1649 | loss: 0.0311428 | val_loss: 0.0311507 | Time: 2187.65 ms [2022-03-12 03:59:18 main:574] : INFO : Epoch 1650 | loss: 0.0311443 | val_loss: 0.0311524 | Time: 2261.05 ms [2022-03-12 03:59:20 main:574] : INFO : Epoch 1651 | loss: 0.0311413 | val_loss: 0.031147 | Time: 2286.72 ms [2022-03-12 03:59:22 main:574] : INFO : Epoch 1652 | loss: 0.031144 | val_loss: 0.0311593 | Time: 2242.87 ms [2022-03-12 03:59:25 main:574] : INFO : Epoch 1653 | loss: 0.0311447 | val_loss: 0.0311527 | Time: 2210.96 ms [2022-03-12 03:59:27 main:574] : INFO : Epoch 1654 | loss: 0.0311437 | val_loss: 0.0311558 | Time: 2207.31 ms [2022-03-12 03:59:29 main:574] : INFO : Epoch 1655 | loss: 0.0311461 | val_loss: 0.0311565 | Time: 2242.6 ms [2022-03-12 03:59:31 main:574] : INFO : Epoch 1656 | loss: 0.0311448 | val_loss: 0.031148 | Time: 2212.63 ms [2022-03-12 03:59:33 main:574] : INFO : Epoch 1657 | loss: 0.0311413 | val_loss: 0.0311517 | Time: 2208.69 ms [2022-03-12 03:59:36 main:574] : INFO : Epoch 1658 | loss: 0.031142 | val_loss: 0.0311487 | Time: 2226.78 ms [2022-03-12 03:59:38 main:574] : INFO : Epoch 1659 | loss: 0.0311438 | val_loss: 0.0311476 | Time: 2188.12 ms [2022-03-12 03:59:40 main:574] : INFO : Epoch 1660 | loss: 0.031153 | val_loss: 0.0311592 | Time: 2256.42 ms [2022-03-12 03:59:42 main:574] : INFO : Epoch 1661 | loss: 0.0311635 | val_loss: 0.0311594 | Time: 2192.4 ms [2022-03-12 03:59:45 main:574] : INFO : Epoch 1662 | loss: 0.0311605 | val_loss: 0.0311624 | Time: 2200.24 ms [2022-03-12 03:59:47 main:574] : INFO : Epoch 1663 | loss: 0.0311579 | val_loss: 0.0311613 | Time: 2175.38 ms [2022-03-12 03:59:49 main:574] : INFO : Epoch 1664 | loss: 0.0311519 | val_loss: 0.0311556 | Time: 2197.88 ms [2022-03-12 03:59:51 main:574] : INFO : Epoch 1665 | loss: 0.0311528 | val_loss: 0.0311577 | Time: 2186.04 ms [2022-03-12 03:59:53 main:574] : INFO : Epoch 1666 | loss: 0.0311512 | val_loss: 0.0311549 | Time: 2191.8 ms [2022-03-12 03:59:55 main:574] : INFO : Epoch 1667 | loss: 0.0311531 | val_loss: 0.0311559 | Time: 2203.9 ms [2022-03-12 03:59:58 main:574] : INFO : Epoch 1668 | loss: 0.0311501 | val_loss: 0.0311556 | Time: 2192.35 ms [2022-03-12 04:00:00 main:574] : INFO : Epoch 1669 | loss: 0.0311477 | val_loss: 0.031153 | Time: 2237.65 ms [2022-03-12 04:00:02 main:574] : INFO : Epoch 1670 | loss: 0.0311494 | val_loss: 0.0311592 | Time: 2251.47 ms [2022-03-12 04:00:04 main:574] : INFO : Epoch 1671 | loss: 0.0311505 | val_loss: 0.0311545 | Time: 2242.88 ms [2022-03-12 04:00:07 main:574] : INFO : Epoch 1672 | loss: 0.0311478 | val_loss: 0.031155 | Time: 2269.89 ms [2022-03-12 04:00:09 main:574] : INFO : Epoch 1673 | loss: 0.0311468 | val_loss: 0.0311581 | Time: 2215.98 ms [2022-03-12 04:00:11 main:574] : INFO : Epoch 1674 | loss: 0.0311491 | val_loss: 0.0311524 | Time: 2211.46 ms [2022-03-12 04:00:13 main:574] : INFO : Epoch 1675 | loss: 0.0311477 | val_loss: 0.0311548 | Time: 2231.56 ms [2022-03-12 04:00:16 main:574] : INFO : Epoch 1676 | loss: 0.0311488 | val_loss: 0.0311594 | Time: 2227.36 ms [2022-03-12 04:00:18 main:574] : INFO : Epoch 1677 | loss: 0.031153 | val_loss: 0.0311564 | Time: 2309.72 ms [2022-03-12 04:00:20 main:574] : INFO : Epoch 1678 | loss: 0.0311499 | val_loss: 0.0311537 | Time: 2200.93 ms [2022-03-12 04:00:22 main:574] : INFO : Epoch 1679 | loss: 0.0311459 | val_loss: 0.0311513 | Time: 2279.01 ms [2022-03-12 04:00:25 main:574] : INFO : Epoch 1680 | loss: 0.0311464 | val_loss: 0.0311554 | Time: 2224.26 ms [2022-03-12 04:00:27 main:574] : INFO : Epoch 1681 | loss: 0.0311473 | val_loss: 0.0311528 | Time: 2212.64 ms [2022-03-12 04:00:29 main:574] : INFO : Epoch 1682 | loss: 0.0311466 | val_loss: 0.0311556 | Time: 2192.32 ms [2022-03-12 04:00:31 main:574] : INFO : Epoch 1683 | loss: 0.0311484 | val_loss: 0.0311536 | Time: 2218.46 ms [2022-03-12 04:00:34 main:574] : INFO : Epoch 1684 | loss: 0.0311481 | val_loss: 0.0311621 | Time: 2245.25 ms [2022-03-12 04:00:36 main:574] : INFO : Epoch 1685 | loss: 0.0311506 | val_loss: 0.0311535 | Time: 2202.29 ms [2022-03-12 04:00:38 main:574] : INFO : Epoch 1686 | loss: 0.0311522 | val_loss: 0.0311565 | Time: 2237.32 ms [2022-03-12 04:00:40 main:574] : INFO : Epoch 1687 | loss: 0.0311543 | val_loss: 0.0311553 | Time: 2254.69 ms [2022-03-12 04:00:42 main:574] : INFO : Epoch 1688 | loss: 0.0311496 | val_loss: 0.0311531 | Time: 2228.51 ms [2022-03-12 04:00:45 main:574] : INFO : Epoch 1689 | loss: 0.031149 | val_loss: 0.0311553 | Time: 2184.52 ms [2022-03-12 04:00:47 main:574] : INFO : Epoch 1690 | loss: 0.0311477 | val_loss: 0.0311538 | Time: 2249.67 ms [2022-03-12 04:00:49 main:574] : INFO : Epoch 1691 | loss: 0.0311497 | val_loss: 0.0311515 | Time: 2193.62 ms [2022-03-12 04:00:51 main:574] : INFO : Epoch 1692 | loss: 0.0311478 | val_loss: 0.0311557 | Time: 2259.24 ms [2022-03-12 04:00:54 main:574] : INFO : Epoch 1693 | loss: 0.0311444 | val_loss: 0.0311579 | Time: 2190.01 ms [2022-03-12 04:00:56 main:574] : INFO : Epoch 1694 | loss: 0.0311462 | val_loss: 0.0311522 | Time: 2210.96 ms [2022-03-12 04:00:58 main:574] : INFO : Epoch 1695 | loss: 0.0311474 | val_loss: 0.0311509 | Time: 2225.19 ms [2022-03-12 04:01:00 main:574] : INFO : Epoch 1696 | loss: 0.031144 | val_loss: 0.0311584 | Time: 2206.44 ms [2022-03-12 04:01:02 main:574] : INFO : Epoch 1697 | loss: 0.0311497 | val_loss: 0.0311522 | Time: 2244.33 ms [2022-03-12 04:01:05 main:574] : INFO : Epoch 1698 | loss: 0.0311488 | val_loss: 0.0311558 | Time: 2288.28 ms [2022-03-12 04:01:07 main:574] : INFO : Epoch 1699 | loss: 0.031146 | val_loss: 0.0311517 | Time: 2236.19 ms [2022-03-12 04:01:09 main:574] : INFO : Epoch 1700 | loss: 0.0311423 | val_loss: 0.0311493 | Time: 2233.92 ms [2022-03-12 04:01:11 main:574] : INFO : Epoch 1701 | loss: 0.0311434 | val_loss: 0.0311513 | Time: 2220.53 ms [2022-03-12 04:01:14 main:574] : INFO : Epoch 1702 | loss: 0.0311439 | val_loss: 0.0311569 | Time: 2291.83 ms [2022-03-12 04:01:16 main:574] : INFO : Epoch 1703 | loss: 0.031143 | val_loss: 0.0311525 | Time: 2195.44 ms [2022-03-12 04:01:18 main:574] : INFO : Epoch 1704 | loss: 0.0311422 | val_loss: 0.0311537 | Time: 2249.88 ms [2022-03-12 04:01:20 main:574] : INFO : Epoch 1705 | loss: 0.0311411 | val_loss: 0.0311525 | Time: 2225.96 ms [2022-03-12 04:01:23 main:574] : INFO : Epoch 1706 | loss: 0.0311448 | val_loss: 0.0311573 | Time: 2223.57 ms [2022-03-12 04:01:25 main:574] : INFO : Epoch 1707 | loss: 0.0311477 | val_loss: 0.031151 | Time: 2269.95 ms [2022-03-12 04:01:27 main:574] : INFO : Epoch 1708 | loss: 0.0311441 | val_loss: 0.0311513 | Time: 2246.94 ms [2022-03-12 04:01:29 main:574] : INFO : Epoch 1709 | loss: 0.0311459 | val_loss: 0.0311497 | Time: 2225.77 ms [2022-03-12 04:01:32 main:574] : INFO : Epoch 1710 | loss: 0.031142 | val_loss: 0.0311479 | Time: 2220.76 ms [2022-03-12 04:01:34 main:574] : INFO : Epoch 1711 | loss: 0.0311421 | val_loss: 0.0311532 | Time: 2227.84 ms [2022-03-12 04:01:36 main:574] : INFO : Epoch 1712 | loss: 0.0311447 | val_loss: 0.0311499 | Time: 2195.94 ms [2022-03-12 04:01:38 main:574] : INFO : Epoch 1713 | loss: 0.0311482 | val_loss: 0.0311512 | Time: 2200.88 ms [2022-03-12 04:01:41 main:574] : INFO : Epoch 1714 | loss: 0.0311455 | val_loss: 0.031151 | Time: 2175.67 ms [2022-03-12 04:01:43 main:574] : INFO : Epoch 1715 | loss: 0.0311492 | val_loss: 0.0311506 | Time: 2218.42 ms [2022-03-12 04:01:45 main:574] : INFO : Epoch 1716 | loss: 0.0311439 | val_loss: 0.0311554 | Time: 2206.67 ms [2022-03-12 04:01:47 main:574] : INFO : Epoch 1717 | loss: 0.0311418 | val_loss: 0.0311466 | Time: 2302.59 ms [2022-03-12 04:01:49 main:574] : INFO : Epoch 1718 | loss: 0.0311391 | val_loss: 0.0311508 | Time: 2233.86 ms [2022-03-12 04:01:52 main:574] : INFO : Epoch 1719 | loss: 0.03114 | val_loss: 0.0311458 | Time: 2163.17 ms [2022-03-12 04:01:54 main:574] : INFO : Epoch 1720 | loss: 0.0311406 | val_loss: 0.0311631 | Time: 2193.5 ms [2022-03-12 04:01:56 main:574] : INFO : Epoch 1721 | loss: 0.0311472 | val_loss: 0.0311518 | Time: 2174.59 ms [2022-03-12 04:01:58 main:574] : INFO : Epoch 1722 | loss: 0.0311418 | val_loss: 0.0311506 | Time: 2243.51 ms [2022-03-12 04:02:01 main:574] : INFO : Epoch 1723 | loss: 0.0311399 | val_loss: 0.0311479 | Time: 2247.62 ms [2022-03-12 04:02:03 main:574] : INFO : Epoch 1724 | loss: 0.0311402 | val_loss: 0.0311513 | Time: 2227.43 ms [2022-03-12 04:02:05 main:574] : INFO : Epoch 1725 | loss: 0.0311427 | val_loss: 0.031155 | Time: 2259.7 ms [2022-03-12 04:02:07 main:574] : INFO : Epoch 1726 | loss: 0.0311439 | val_loss: 0.031148 | Time: 2266.15 ms [2022-03-12 04:02:10 main:574] : INFO : Epoch 1727 | loss: 0.0311411 | val_loss: 0.0311558 | Time: 2276.29 ms [2022-03-12 04:02:12 main:574] : INFO : Epoch 1728 | loss: 0.0311445 | val_loss: 0.0311481 | Time: 2237.05 ms [2022-03-12 04:02:14 main:574] : INFO : Epoch 1729 | loss: 0.0311441 | val_loss: 0.0311503 | Time: 2242.91 ms [2022-03-12 04:02:16 main:574] : INFO : Epoch 1730 | loss: 0.0311396 | val_loss: 0.0311563 | Time: 2199.04 ms [2022-03-12 04:02:19 main:574] : INFO : Epoch 1731 | loss: 0.0311416 | val_loss: 0.0311487 | Time: 2199.45 ms [2022-03-12 04:02:21 main:574] : INFO : Epoch 1732 | loss: 0.0311397 | val_loss: 0.0311491 | Time: 2256.57 ms [2022-03-12 04:02:23 main:574] : INFO : Epoch 1733 | loss: 0.0311415 | val_loss: 0.0311565 | Time: 2153.09 ms [2022-03-12 04:02:25 main:574] : INFO : Epoch 1734 | loss: 0.0311456 | val_loss: 0.0311492 | Time: 2207.65 ms [2022-03-12 04:02:27 main:574] : INFO : Epoch 1735 | loss: 0.0311491 | val_loss: 0.0311569 | Time: 2263.45 ms [2022-03-12 04:02:30 main:574] : INFO : Epoch 1736 | loss: 0.0311422 | val_loss: 0.0311487 | Time: 2218.29 ms [2022-03-12 04:02:32 main:574] : INFO : Epoch 1737 | loss: 0.0311394 | val_loss: 0.0311483 | Time: 2237.44 ms [2022-03-12 04:02:34 main:574] : INFO : Epoch 1738 | loss: 0.0311385 | val_loss: 0.0311472 | Time: 2224.23 ms [2022-03-12 04:02:36 main:574] : INFO : Epoch 1739 | loss: 0.0311386 | val_loss: 0.0311487 | Time: 2184.15 ms [2022-03-12 04:02:39 main:574] : INFO : Epoch 1740 | loss: 0.0311396 | val_loss: 0.0311506 | Time: 2220.12 ms [2022-03-12 04:02:41 main:574] : INFO : Epoch 1741 | loss: 0.0311426 | val_loss: 0.0311557 | Time: 2199.73 ms [2022-03-12 04:02:43 main:574] : INFO : Epoch 1742 | loss: 0.0311458 | val_loss: 0.0311534 | Time: 2253.45 ms [2022-03-12 04:02:45 main:574] : INFO : Epoch 1743 | loss: 0.0311404 | val_loss: 0.0311502 | Time: 2164.13 ms [2022-03-12 04:02:47 main:574] : INFO : Epoch 1744 | loss: 0.0311398 | val_loss: 0.0311471 | Time: 2257.62 ms [2022-03-12 04:02:50 main:574] : INFO : Epoch 1745 | loss: 0.0311386 | val_loss: 0.0311529 | Time: 2280.75 ms [2022-03-12 04:02:52 main:574] : INFO : Epoch 1746 | loss: 0.0311384 | val_loss: 0.0311512 | Time: 2262.76 ms [2022-03-12 04:02:54 main:574] : INFO : Epoch 1747 | loss: 0.0311386 | val_loss: 0.0311516 | Time: 2183.47 ms [2022-03-12 04:02:56 main:574] : INFO : Epoch 1748 | loss: 0.0311401 | val_loss: 0.0311534 | Time: 2166.95 ms [2022-03-12 04:02:59 main:574] : INFO : Epoch 1749 | loss: 0.0311427 | val_loss: 0.0311606 | Time: 2258.71 ms [2022-03-12 04:03:01 main:574] : INFO : Epoch 1750 | loss: 0.0311417 | val_loss: 0.0311514 | Time: 2177.47 ms [2022-03-12 04:03:03 main:574] : INFO : Epoch 1751 | loss: 0.0311402 | val_loss: 0.0311499 | Time: 2201.17 ms [2022-03-12 04:03:05 main:574] : INFO : Epoch 1752 | loss: 0.0311393 | val_loss: 0.0311494 | Time: 2193.52 ms [2022-03-12 04:03:07 main:574] : INFO : Epoch 1753 | loss: 0.0311382 | val_loss: 0.0311502 | Time: 2180.42 ms [2022-03-12 04:03:10 main:574] : INFO : Epoch 1754 | loss: 0.0311389 | val_loss: 0.0311487 | Time: 2202.1 ms [2022-03-12 04:03:12 main:574] : INFO : Epoch 1755 | loss: 0.0311371 | val_loss: 0.0311493 | Time: 2242.86 ms [2022-03-12 04:03:14 main:574] : INFO : Epoch 1756 | loss: 0.0311434 | val_loss: 0.0311577 | Time: 2252.88 ms [2022-03-12 04:03:16 main:574] : INFO : Epoch 1757 | loss: 0.0311441 | val_loss: 0.0311518 | Time: 2191.7 ms [2022-03-12 04:03:19 main:574] : INFO : Epoch 1758 | loss: 0.0311435 | val_loss: 0.0311545 | Time: 2253.52 ms [2022-03-12 04:03:21 main:574] : INFO : Epoch 1759 | loss: 0.031143 | val_loss: 0.0311561 | Time: 2189.24 ms [2022-03-12 04:03:23 main:574] : INFO : Epoch 1760 | loss: 0.0311445 | val_loss: 0.0311639 | Time: 2215.25 ms [2022-03-12 04:03:25 main:574] : INFO : Epoch 1761 | loss: 0.0311417 | val_loss: 0.0311568 | Time: 2215.67 ms [2022-03-12 04:03:27 main:574] : INFO : Epoch 1762 | loss: 0.0311466 | val_loss: 0.0311544 | Time: 2217.58 ms [2022-03-12 04:03:30 main:574] : INFO : Epoch 1763 | loss: 0.0311427 | val_loss: 0.0311542 | Time: 2174.22 ms [2022-03-12 04:03:32 main:574] : INFO : Epoch 1764 | loss: 0.0311392 | val_loss: 0.0311536 | Time: 2209.6 ms [2022-03-12 04:03:34 main:574] : INFO : Epoch 1765 | loss: 0.0311404 | val_loss: 0.0311526 | Time: 2317.65 ms [2022-03-12 04:03:36 main:574] : INFO : Epoch 1766 | loss: 0.0311394 | val_loss: 0.03115 | Time: 2226.38 ms [2022-03-12 04:03:38 main:574] : INFO : Epoch 1767 | loss: 0.0311383 | val_loss: 0.0311559 | Time: 2151.77 ms [2022-03-12 04:03:41 main:574] : INFO : Epoch 1768 | loss: 0.0311421 | val_loss: 0.0311506 | Time: 2243.67 ms [2022-03-12 04:03:43 main:574] : INFO : Epoch 1769 | loss: 0.0311389 | val_loss: 0.0311512 | Time: 2212.7 ms [2022-03-12 04:03:45 main:574] : INFO : Epoch 1770 | loss: 0.0311402 | val_loss: 0.0311545 | Time: 2198.41 ms [2022-03-12 04:03:47 main:574] : INFO : Epoch 1771 | loss: 0.0311393 | val_loss: 0.0311572 | Time: 2266.03 ms [2022-03-12 04:03:50 main:574] : INFO : Epoch 1772 | loss: 0.0311436 | val_loss: 0.0311521 | Time: 2217.04 ms [2022-03-12 04:03:52 main:574] : INFO : Epoch 1773 | loss: 0.0311421 | val_loss: 0.0311493 | Time: 2239.3 ms [2022-03-12 04:03:54 main:574] : INFO : Epoch 1774 | loss: 0.0311411 | val_loss: 0.03115 | Time: 2244.23 ms [2022-03-12 04:03:56 main:574] : INFO : Epoch 1775 | loss: 0.0311423 | val_loss: 0.0311491 | Time: 2177.84 ms [2022-03-12 04:03:59 main:574] : INFO : Epoch 1776 | loss: 0.0311413 | val_loss: 0.0311511 | Time: 2220.87 ms [2022-03-12 04:04:01 main:574] : INFO : Epoch 1777 | loss: 0.0311412 | val_loss: 0.0311548 | Time: 2152.4 ms [2022-03-12 04:04:03 main:574] : INFO : Epoch 1778 | loss: 0.0311409 | val_loss: 0.0311533 | Time: 2232.75 ms [2022-03-12 04:04:05 main:574] : INFO : Epoch 1779 | loss: 0.0311422 | val_loss: 0.0311712 | Time: 2233.34 ms [2022-03-12 04:04:07 main:574] : INFO : Epoch 1780 | loss: 0.0311491 | val_loss: 0.031154 | Time: 2230.75 ms [2022-03-12 04:04:10 main:574] : INFO : Epoch 1781 | loss: 0.0311416 | val_loss: 0.0311513 | Time: 2192.93 ms [2022-03-12 04:04:12 main:574] : INFO : Epoch 1782 | loss: 0.0311417 | val_loss: 0.0311504 | Time: 2194.71 ms [2022-03-12 04:04:14 main:574] : INFO : Epoch 1783 | loss: 0.0311393 | val_loss: 0.0311655 | Time: 2250.54 ms [2022-03-12 04:04:16 main:574] : INFO : Epoch 1784 | loss: 0.0311406 | val_loss: 0.0311551 | Time: 2207.39 ms [2022-03-12 04:04:19 main:574] : INFO : Epoch 1785 | loss: 0.0311385 | val_loss: 0.0311498 | Time: 2219.48 ms [2022-03-12 04:04:21 main:574] : INFO : Epoch 1786 | loss: 0.0311377 | val_loss: 0.0311546 | Time: 2206.35 ms [2022-03-12 04:04:23 main:574] : INFO : Epoch 1787 | loss: 0.0311364 | val_loss: 0.031147 | Time: 2211.09 ms [2022-03-12 04:04:25 main:574] : INFO : Epoch 1788 | loss: 0.0311389 | val_loss: 0.0311472 | Time: 2178.64 ms [2022-03-12 04:04:27 main:574] : INFO : Epoch 1789 | loss: 0.0311374 | val_loss: 0.0311502 | Time: 2183.66 ms [2022-03-12 04:04:30 main:574] : INFO : Epoch 1790 | loss: 0.0311388 | val_loss: 0.0311505 | Time: 2264.09 ms [2022-03-12 04:04:32 main:574] : INFO : Epoch 1791 | loss: 0.0311369 | val_loss: 0.0311484 | Time: 2214.44 ms [2022-03-12 04:04:34 main:574] : INFO : Epoch 1792 | loss: 0.031139 | val_loss: 0.0311473 | Time: 2279.94 ms [2022-03-12 04:04:36 main:574] : INFO : Epoch 1793 | loss: 0.0311378 | val_loss: 0.0311601 | Time: 2247.82 ms [2022-03-12 04:04:39 main:574] : INFO : Epoch 1794 | loss: 0.0311393 | val_loss: 0.0311512 | Time: 2177.42 ms [2022-03-12 04:04:41 main:574] : INFO : Epoch 1795 | loss: 0.0311382 | val_loss: 0.0311497 | Time: 2281.11 ms [2022-03-12 04:04:43 main:574] : INFO : Epoch 1796 | loss: 0.0311393 | val_loss: 0.0311496 | Time: 2217.83 ms [2022-03-12 04:04:45 main:574] : INFO : Epoch 1797 | loss: 0.0311365 | val_loss: 0.0311488 | Time: 2192.84 ms [2022-03-12 04:04:47 main:574] : INFO : Epoch 1798 | loss: 0.0311376 | val_loss: 0.031156 | Time: 2201.27 ms [2022-03-12 04:04:50 main:574] : INFO : Epoch 1799 | loss: 0.0311431 | val_loss: 0.0311479 | Time: 2261.74 ms [2022-03-12 04:04:52 main:574] : INFO : Epoch 1800 | loss: 0.0311434 | val_loss: 0.0311497 | Time: 2156.72 ms [2022-03-12 04:04:54 main:574] : INFO : Epoch 1801 | loss: 0.0311442 | val_loss: 0.0311469 | Time: 2245.31 ms [2022-03-12 04:04:56 main:574] : INFO : Epoch 1802 | loss: 0.0311402 | val_loss: 0.0311479 | Time: 2263.73 ms [2022-03-12 04:04:59 main:574] : INFO : Epoch 1803 | loss: 0.0311395 | val_loss: 0.0311566 | Time: 2198.58 ms [2022-03-12 04:05:01 main:574] : INFO : Epoch 1804 | loss: 0.0311455 | val_loss: 0.0311533 | Time: 2238.45 ms [2022-03-12 04:05:03 main:574] : INFO : Epoch 1805 | loss: 0.0311428 | val_loss: 0.0311516 | Time: 2220.5 ms [2022-03-12 04:05:05 main:574] : INFO : Epoch 1806 | loss: 0.0311423 | val_loss: 0.0311524 | Time: 2166.54 ms [2022-03-12 04:05:08 main:574] : INFO : Epoch 1807 | loss: 0.0311406 | val_loss: 0.0311584 | Time: 2250.66 ms [2022-03-12 04:05:10 main:574] : INFO : Epoch 1808 | loss: 0.0311463 | val_loss: 0.0311553 | Time: 2273.2 ms [2022-03-12 04:05:12 main:574] : INFO : Epoch 1809 | loss: 0.031142 | val_loss: 0.0311482 | Time: 2208.14 ms [2022-03-12 04:05:14 main:574] : INFO : Epoch 1810 | loss: 0.0311397 | val_loss: 0.0311549 | Time: 2202.07 ms [2022-03-12 04:05:16 main:574] : INFO : Epoch 1811 | loss: 0.0311406 | val_loss: 0.0311523 | Time: 2214.59 ms [2022-03-12 04:05:19 main:574] : INFO : Epoch 1812 | loss: 0.0311422 | val_loss: 0.0311485 | Time: 2341.4 ms [2022-03-12 04:05:21 main:574] : INFO : Epoch 1813 | loss: 0.0311415 | val_loss: 0.0311502 | Time: 2249.76 ms [2022-03-12 04:05:23 main:574] : INFO : Epoch 1814 | loss: 0.0311425 | val_loss: 0.0311469 | Time: 2228.97 ms [2022-03-12 04:05:25 main:574] : INFO : Epoch 1815 | loss: 0.031141 | val_loss: 0.0311487 | Time: 2191.44 ms [2022-03-12 04:05:28 main:574] : INFO : Epoch 1816 | loss: 0.0311412 | val_loss: 0.0311456 | Time: 2211.26 ms [2022-03-12 04:05:30 main:574] : INFO : Epoch 1817 | loss: 0.0311405 | val_loss: 0.0311494 | Time: 2213.27 ms [2022-03-12 04:05:32 main:574] : INFO : Epoch 1818 | loss: 0.0311433 | val_loss: 0.0311463 | Time: 2211.31 ms [2022-03-12 04:05:34 main:574] : INFO : Epoch 1819 | loss: 0.0311412 | val_loss: 0.0311512 | Time: 2180.2 ms [2022-03-12 04:05:37 main:574] : INFO : Epoch 1820 | loss: 0.0311415 | val_loss: 0.0311479 | Time: 2219.92 ms [2022-03-12 04:05:39 main:574] : INFO : Epoch 1821 | loss: 0.0311393 | val_loss: 0.0311523 | Time: 2247.16 ms [2022-03-12 04:05:41 main:574] : INFO : Epoch 1822 | loss: 0.031141 | val_loss: 0.0311485 | Time: 2223.79 ms [2022-03-12 04:05:43 main:574] : INFO : Epoch 1823 | loss: 0.0311384 | val_loss: 0.031148 | Time: 2229.2 ms [2022-03-12 04:05:46 main:574] : INFO : Epoch 1824 | loss: 0.0311373 | val_loss: 0.031147 | Time: 2261.47 ms [2022-03-12 04:05:48 main:574] : INFO : Epoch 1825 | loss: 0.0311405 | val_loss: 0.0311494 | Time: 2163.11 ms [2022-03-12 04:05:50 main:574] : INFO : Epoch 1826 | loss: 0.0311417 | val_loss: 0.0311498 | Time: 2169.26 ms [2022-03-12 04:05:52 main:574] : INFO : Epoch 1827 | loss: 0.0311381 | val_loss: 0.0311493 | Time: 2189.42 ms [2022-03-12 04:05:54 main:574] : INFO : Epoch 1828 | loss: 0.0311372 | val_loss: 0.0311568 | Time: 2223.14 ms [2022-03-12 04:05:57 main:574] : INFO : Epoch 1829 | loss: 0.0311389 | val_loss: 0.0311498 | Time: 2300.86 ms [2022-03-12 04:05:59 main:574] : INFO : Epoch 1830 | loss: 0.0311429 | val_loss: 0.0311538 | Time: 2194.19 ms [2022-03-12 04:06:01 main:574] : INFO : Epoch 1831 | loss: 0.0311405 | val_loss: 0.0311496 | Time: 2296 ms [2022-03-12 04:06:03 main:574] : INFO : Epoch 1832 | loss: 0.0311389 | val_loss: 0.0311552 | Time: 2202.41 ms [2022-03-12 04:06:06 main:574] : INFO : Epoch 1833 | loss: 0.0311418 | val_loss: 0.0311511 | Time: 2230.83 ms [2022-03-12 04:06:08 main:574] : INFO : Epoch 1834 | loss: 0.0311379 | val_loss: 0.0311491 | Time: 2190.06 ms [2022-03-12 04:06:10 main:574] : INFO : Epoch 1835 | loss: 0.0311374 | val_loss: 0.031151 | Time: 2222.27 ms [2022-03-12 04:06:12 main:574] : INFO : Epoch 1836 | loss: 0.0311401 | val_loss: 0.0311501 | Time: 2265.22 ms [2022-03-12 04:06:14 main:574] : INFO : Epoch 1837 | loss: 0.0311405 | val_loss: 0.0311513 | Time: 2178.86 ms [2022-03-12 04:06:17 main:574] : INFO : Epoch 1838 | loss: 0.0311396 | val_loss: 0.0311507 | Time: 2249.69 ms [2022-03-12 04:06:19 main:574] : INFO : Epoch 1839 | loss: 0.0311387 | val_loss: 0.0311497 | Time: 2242.36 ms [2022-03-12 04:06:21 main:574] : INFO : Epoch 1840 | loss: 0.0311382 | val_loss: 0.0311504 | Time: 2218.13 ms [2022-03-12 04:06:23 main:574] : INFO : Epoch 1841 | loss: 0.0311387 | val_loss: 0.0311495 | Time: 2241.78 ms [2022-03-12 04:06:26 main:574] : INFO : Epoch 1842 | loss: 0.0311391 | val_loss: 0.0311535 | Time: 2185.32 ms [2022-03-12 04:06:28 main:574] : INFO : Epoch 1843 | loss: 0.0311371 | val_loss: 0.0311503 | Time: 2236.7 ms [2022-03-12 04:06:30 main:574] : INFO : Epoch 1844 | loss: 0.0311391 | val_loss: 0.0311503 | Time: 2205 ms [2022-03-12 04:06:32 main:574] : INFO : Epoch 1845 | loss: 0.0311413 | val_loss: 0.0311511 | Time: 2254.39 ms [2022-03-12 04:06:35 main:574] : INFO : Epoch 1846 | loss: 0.0311415 | val_loss: 0.0311529 | Time: 2233.83 ms [2022-03-12 04:06:37 main:574] : INFO : Epoch 1847 | loss: 0.0311397 | val_loss: 0.0311524 | Time: 2249.71 ms [2022-03-12 04:06:39 main:574] : INFO : Epoch 1848 | loss: 0.0311388 | val_loss: 0.0311476 | Time: 2178.85 ms [2022-03-12 04:06:41 main:574] : INFO : Epoch 1849 | loss: 0.0311403 | val_loss: 0.0311495 | Time: 2263.18 ms [2022-03-12 04:06:43 main:574] : INFO : Epoch 1850 | loss: 0.0311416 | val_loss: 0.0311507 | Time: 2160.5 ms [2022-03-12 04:06:46 main:574] : INFO : Epoch 1851 | loss: 0.0311412 | val_loss: 0.031151 | Time: 2227.1 ms [2022-03-12 04:06:48 main:574] : INFO : Epoch 1852 | loss: 0.03114 | val_loss: 0.0311508 | Time: 2218.81 ms [2022-03-12 04:06:50 main:574] : INFO : Epoch 1853 | loss: 0.0311414 | val_loss: 0.0311513 | Time: 2222.29 ms [2022-03-12 04:06:52 main:574] : INFO : Epoch 1854 | loss: 0.0311401 | val_loss: 0.0311514 | Time: 2215.9 ms [2022-03-12 04:06:55 main:574] : INFO : Epoch 1855 | loss: 0.0311407 | val_loss: 0.0311574 | Time: 2247.99 ms [2022-03-12 04:06:57 main:574] : INFO : Epoch 1856 | loss: 0.0311505 | val_loss: 0.0311557 | Time: 2241.49 ms [2022-03-12 04:06:59 main:574] : INFO : Epoch 1857 | loss: 0.031149 | val_loss: 0.0311524 | Time: 2243.19 ms [2022-03-12 04:07:01 main:574] : INFO : Epoch 1858 | loss: 0.0311462 | val_loss: 0.0311544 | Time: 2291.65 ms [2022-03-12 04:07:04 main:574] : INFO : Epoch 1859 | loss: 0.0311442 | val_loss: 0.0311577 | Time: 2246.08 ms [2022-03-12 04:07:06 main:574] : INFO : Epoch 1860 | loss: 0.031151 | val_loss: 0.031152 | Time: 2250.3 ms [2022-03-12 04:07:08 main:574] : INFO : Epoch 1861 | loss: 0.0311443 | val_loss: 0.0311582 | Time: 2179.5 ms [2022-03-12 04:07:10 main:574] : INFO : Epoch 1862 | loss: 0.0311461 | val_loss: 0.0311527 | Time: 2252.03 ms [2022-03-12 04:07:12 main:574] : INFO : Epoch 1863 | loss: 0.0311423 | val_loss: 0.031153 | Time: 2179.06 ms [2022-03-12 04:07:15 main:574] : INFO : Epoch 1864 | loss: 0.0311407 | val_loss: 0.0311515 | Time: 2225.69 ms [2022-03-12 04:07:17 main:574] : INFO : Epoch 1865 | loss: 0.0311403 | val_loss: 0.0311501 | Time: 2241.24 ms [2022-03-12 04:07:19 main:574] : INFO : Epoch 1866 | loss: 0.0311392 | val_loss: 0.0311488 | Time: 2259.5 ms [2022-03-12 04:07:21 main:574] : INFO : Epoch 1867 | loss: 0.0311404 | val_loss: 0.0311489 | Time: 2221.85 ms [2022-03-12 04:07:24 main:574] : INFO : Epoch 1868 | loss: 0.0311411 | val_loss: 0.0311501 | Time: 2278.91 ms [2022-03-12 04:07:26 main:574] : INFO : Epoch 1869 | loss: 0.0311411 | val_loss: 0.0311499 | Time: 2238.74 ms [2022-03-12 04:07:28 main:574] : INFO : Epoch 1870 | loss: 0.0311374 | val_loss: 0.0311484 | Time: 2212.81 ms [2022-03-12 04:07:30 main:574] : INFO : Epoch 1871 | loss: 0.0311398 | val_loss: 0.03115 | Time: 2255.64 ms [2022-03-12 04:07:33 main:574] : INFO : Epoch 1872 | loss: 0.0311417 | val_loss: 0.0311498 | Time: 2251.59 ms [2022-03-12 04:07:35 main:574] : INFO : Epoch 1873 | loss: 0.0311402 | val_loss: 0.0311492 | Time: 2190.17 ms [2022-03-12 04:07:37 main:574] : INFO : Epoch 1874 | loss: 0.0311384 | val_loss: 0.0311556 | Time: 2148.36 ms [2022-03-12 04:07:39 main:574] : INFO : Epoch 1875 | loss: 0.0311436 | val_loss: 0.0311501 | Time: 2229.9 ms [2022-03-12 04:07:42 main:574] : INFO : Epoch 1876 | loss: 0.0311421 | val_loss: 0.031155 | Time: 2344.29 ms [2022-03-12 04:07:44 main:574] : INFO : Epoch 1877 | loss: 0.03114 | val_loss: 0.0311548 | Time: 2214.85 ms [2022-03-12 04:07:46 main:574] : INFO : Epoch 1878 | loss: 0.0311404 | val_loss: 0.031153 | Time: 2226.6 ms [2022-03-12 04:07:48 main:574] : INFO : Epoch 1879 | loss: 0.0311402 | val_loss: 0.0311482 | Time: 2230.18 ms [2022-03-12 04:07:51 main:574] : INFO : Epoch 1880 | loss: 0.0311392 | val_loss: 0.031153 | Time: 2216.16 ms [2022-03-12 04:07:53 main:574] : INFO : Epoch 1881 | loss: 0.0311404 | val_loss: 0.0311505 | Time: 2236.64 ms [2022-03-12 04:07:55 main:574] : INFO : Epoch 1882 | loss: 0.0311418 | val_loss: 0.0311567 | Time: 2220.03 ms [2022-03-12 04:07:57 main:574] : INFO : Epoch 1883 | loss: 0.0311424 | val_loss: 0.031154 | Time: 2224.49 ms [2022-03-12 04:07:59 main:574] : INFO : Epoch 1884 | loss: 0.0311412 | val_loss: 0.0311501 | Time: 2234.09 ms [2022-03-12 04:08:02 main:574] : INFO : Epoch 1885 | loss: 0.0311387 | val_loss: 0.0311502 | Time: 2350.16 ms [2022-03-12 04:08:04 main:574] : INFO : Epoch 1886 | loss: 0.0311382 | val_loss: 0.0311505 | Time: 2203.04 ms [2022-03-12 04:08:06 main:574] : INFO : Epoch 1887 | loss: 0.0311376 | val_loss: 0.0311504 | Time: 2208.02 ms [2022-03-12 04:08:09 main:574] : INFO : Epoch 1888 | loss: 0.0311363 | val_loss: 0.0311506 | Time: 2241.1 ms [2022-03-12 04:08:11 main:574] : INFO : Epoch 1889 | loss: 0.0311361 | val_loss: 0.0311498 | Time: 2169.34 ms [2022-03-12 04:08:13 main:574] : INFO : Epoch 1890 | loss: 0.0311353 | val_loss: 0.0311525 | Time: 2171.34 ms [2022-03-12 04:08:15 main:574] : INFO : Epoch 1891 | loss: 0.0311363 | val_loss: 0.0311475 | Time: 2232.85 ms [2022-03-12 04:08:17 main:574] : INFO : Epoch 1892 | loss: 0.0311353 | val_loss: 0.0311487 | Time: 2258.45 ms [2022-03-12 04:08:20 main:574] : INFO : Epoch 1893 | loss: 0.0311364 | val_loss: 0.0311471 | Time: 2239.54 ms [2022-03-12 04:08:22 main:574] : INFO : Epoch 1894 | loss: 0.0311365 | val_loss: 0.0311515 | Time: 2204.65 ms [2022-03-12 04:08:24 main:574] : INFO : Epoch 1895 | loss: 0.0311383 | val_loss: 0.0311461 | Time: 2268.33 ms [2022-03-12 04:08:26 main:574] : INFO : Epoch 1896 | loss: 0.0311379 | val_loss: 0.0311505 | Time: 2207.32 ms [2022-03-12 04:08:29 main:574] : INFO : Epoch 1897 | loss: 0.0311396 | val_loss: 0.0311588 | Time: 2231.96 ms [2022-03-12 04:08:31 main:574] : INFO : Epoch 1898 | loss: 0.0311396 | val_loss: 0.0311502 | Time: 2230.63 ms [2022-03-12 04:08:33 main:574] : INFO : Epoch 1899 | loss: 0.0311365 | val_loss: 0.0311472 | Time: 2246.65 ms [2022-03-12 04:08:35 main:574] : INFO : Epoch 1900 | loss: 0.0311392 | val_loss: 0.0311474 | Time: 2192.56 ms [2022-03-12 04:08:37 main:574] : INFO : Epoch 1901 | loss: 0.0311423 | val_loss: 0.0311522 | Time: 2165.02 ms [2022-03-12 04:08:40 main:574] : INFO : Epoch 1902 | loss: 0.0311396 | val_loss: 0.0311503 | Time: 2201.5 ms [2022-03-12 04:08:42 main:574] : INFO : Epoch 1903 | loss: 0.0311395 | val_loss: 0.0311497 | Time: 2240.83 ms [2022-03-12 04:08:44 main:574] : INFO : Epoch 1904 | loss: 0.0311393 | val_loss: 0.0311573 | Time: 2236.29 ms [2022-03-12 04:08:46 main:574] : INFO : Epoch 1905 | loss: 0.0311397 | val_loss: 0.0311485 | Time: 2187.36 ms [2022-03-12 04:08:49 main:574] : INFO : Epoch 1906 | loss: 0.0311364 | val_loss: 0.0311484 | Time: 2223.58 ms [2022-03-12 04:08:51 main:574] : INFO : Epoch 1907 | loss: 0.0311379 | val_loss: 0.0311528 | Time: 2179.52 ms [2022-03-12 04:08:53 main:574] : INFO : Epoch 1908 | loss: 0.0311424 | val_loss: 0.031149 | Time: 2169.93 ms [2022-03-12 04:08:55 main:574] : INFO : Epoch 1909 | loss: 0.0311378 | val_loss: 0.0311571 | Time: 2229.3 ms [2022-03-12 04:08:57 main:574] : INFO : Epoch 1910 | loss: 0.0311454 | val_loss: 0.0311596 | Time: 2177.6 ms [2022-03-12 04:09:00 main:574] : INFO : Epoch 1911 | loss: 0.0311419 | val_loss: 0.0311523 | Time: 2202.72 ms [2022-03-12 04:09:02 main:574] : INFO : Epoch 1912 | loss: 0.0311357 | val_loss: 0.0311503 | Time: 2241.06 ms [2022-03-12 04:09:04 main:574] : INFO : Epoch 1913 | loss: 0.0311345 | val_loss: 0.0311489 | Time: 2264.77 ms [2022-03-12 04:09:06 main:574] : INFO : Epoch 1914 | loss: 0.0311381 | val_loss: 0.0311475 | Time: 2222.13 ms [2022-03-12 04:09:08 main:574] : INFO : Epoch 1915 | loss: 0.0311393 | val_loss: 0.0311471 | Time: 2179.77 ms [2022-03-12 04:09:11 main:574] : INFO : Epoch 1916 | loss: 0.0311369 | val_loss: 0.031147 | Time: 2244.36 ms [2022-03-12 04:09:13 main:574] : INFO : Epoch 1917 | loss: 0.031136 | val_loss: 0.0311468 | Time: 2262.38 ms [2022-03-12 04:09:15 main:574] : INFO : Epoch 1918 | loss: 0.0311356 | val_loss: 0.031152 | Time: 2257.1 ms [2022-03-12 04:09:17 main:574] : INFO : Epoch 1919 | loss: 0.031137 | val_loss: 0.0311485 | Time: 2249.56 ms [2022-03-12 04:09:20 main:574] : INFO : Epoch 1920 | loss: 0.0311362 | val_loss: 0.0311484 | Time: 2187.2 ms [2022-03-12 04:09:22 main:574] : INFO : Epoch 1921 | loss: 0.0311382 | val_loss: 0.031155 | Time: 2187.57 ms [2022-03-12 04:09:24 main:574] : INFO : Epoch 1922 | loss: 0.0311431 | val_loss: 0.0311528 | Time: 2243.41 ms [2022-03-12 04:09:26 main:574] : INFO : Epoch 1923 | loss: 0.031142 | val_loss: 0.0311495 | Time: 2243.02 ms [2022-03-12 04:09:29 main:574] : INFO : Epoch 1924 | loss: 0.031143 | val_loss: 0.031153 | Time: 2261.49 ms [2022-03-12 04:09:31 main:574] : INFO : Epoch 1925 | loss: 0.0311484 | val_loss: 0.0311674 | Time: 2240.76 ms [2022-03-12 04:09:33 main:574] : INFO : Epoch 1926 | loss: 0.0311505 | val_loss: 0.0311547 | Time: 2253.4 ms [2022-03-12 04:09:35 main:574] : INFO : Epoch 1927 | loss: 0.0311472 | val_loss: 0.0311533 | Time: 2161.17 ms [2022-03-12 04:09:38 main:574] : INFO : Epoch 1928 | loss: 0.0311442 | val_loss: 0.0311528 | Time: 2228.61 ms [2022-03-12 04:09:40 main:574] : INFO : Epoch 1929 | loss: 0.0311449 | val_loss: 0.0311528 | Time: 2255.74 ms [2022-03-12 04:09:42 main:574] : INFO : Epoch 1930 | loss: 0.031146 | val_loss: 0.0311629 | Time: 2223 ms [2022-03-12 04:09:44 main:574] : INFO : Epoch 1931 | loss: 0.0311455 | val_loss: 0.0311541 | Time: 2275.92 ms [2022-03-12 04:09:47 main:574] : INFO : Epoch 1932 | loss: 0.0311473 | val_loss: 0.0311555 | Time: 2239.09 ms [2022-03-12 04:09:49 main:574] : INFO : Epoch 1933 | loss: 0.0311454 | val_loss: 0.0311537 | Time: 2197.45 ms [2022-03-12 04:09:51 main:574] : INFO : Epoch 1934 | loss: 0.0311406 | val_loss: 0.0311504 | Time: 2224.65 ms [2022-03-12 04:09:53 main:574] : INFO : Epoch 1935 | loss: 0.0311401 | val_loss: 0.0311501 | Time: 2207.84 ms [2022-03-12 04:09:55 main:574] : INFO : Epoch 1936 | loss: 0.0311399 | val_loss: 0.0311529 | Time: 2173.94 ms [2022-03-12 04:09:58 main:574] : INFO : Epoch 1937 | loss: 0.0311448 | val_loss: 0.0311578 | Time: 2204.85 ms [2022-03-12 04:10:00 main:574] : INFO : Epoch 1938 | loss: 0.0311467 | val_loss: 0.0311564 | Time: 2230.42 ms [2022-03-12 04:10:02 main:574] : INFO : Epoch 1939 | loss: 0.0311445 | val_loss: 0.0311537 | Time: 2263.89 ms [2022-03-12 04:10:04 main:574] : INFO : Epoch 1940 | loss: 0.031144 | val_loss: 0.0311547 | Time: 2267.04 ms [2022-03-12 04:10:07 main:574] : INFO : Epoch 1941 | loss: 0.0311482 | val_loss: 0.0311551 | Time: 2269.32 ms [2022-03-12 04:10:09 main:574] : INFO : Epoch 1942 | loss: 0.03115 | val_loss: 0.0311631 | Time: 2220.8 ms [2022-03-12 04:10:11 main:574] : INFO : Epoch 1943 | loss: 0.0311498 | val_loss: 0.031154 | Time: 2198.42 ms [2022-03-12 04:10:13 main:574] : INFO : Epoch 1944 | loss: 0.0311468 | val_loss: 0.031157 | Time: 2201.34 ms [2022-03-12 04:10:15 main:574] : INFO : Epoch 1945 | loss: 0.0311457 | val_loss: 0.0311531 | Time: 2187.78 ms [2022-03-12 04:10:18 main:574] : INFO : Epoch 1946 | loss: 0.0311467 | val_loss: 0.0311539 | Time: 2241.32 ms [2022-03-12 04:10:20 main:574] : INFO : Epoch 1947 | loss: 0.0311434 | val_loss: 0.0311511 | Time: 2352.09 ms [2022-03-12 04:10:22 main:574] : INFO : Epoch 1948 | loss: 0.0311437 | val_loss: 0.0311512 | Time: 2193.89 ms [2022-03-12 04:10:24 main:574] : INFO : Epoch 1949 | loss: 0.0311424 | val_loss: 0.0311517 | Time: 2192.68 ms [2022-03-12 04:10:27 main:574] : INFO : Epoch 1950 | loss: 0.0311416 | val_loss: 0.0311568 | Time: 2193.33 ms [2022-03-12 04:10:29 main:574] : INFO : Epoch 1951 | loss: 0.0311424 | val_loss: 0.031158 | Time: 2181.16 ms [2022-03-12 04:10:31 main:574] : INFO : Epoch 1952 | loss: 0.0311402 | val_loss: 0.0311535 | Time: 2159.86 ms [2022-03-12 04:10:33 main:574] : INFO : Epoch 1953 | loss: 0.0311395 | val_loss: 0.0311513 | Time: 2231.41 ms [2022-03-12 04:10:36 main:574] : INFO : Epoch 1954 | loss: 0.0311411 | val_loss: 0.0311563 | Time: 2243.03 ms [2022-03-12 04:10:38 main:574] : INFO : Epoch 1955 | loss: 0.0311486 | val_loss: 0.0311641 | Time: 2138.55 ms [2022-03-12 04:10:40 main:574] : INFO : Epoch 1956 | loss: 0.0311441 | val_loss: 0.0311529 | Time: 2242.08 ms [2022-03-12 04:10:42 main:574] : INFO : Epoch 1957 | loss: 0.0311412 | val_loss: 0.0311535 | Time: 2263.09 ms [2022-03-12 04:10:44 main:574] : INFO : Epoch 1958 | loss: 0.0311439 | val_loss: 0.0311589 | Time: 2184.54 ms [2022-03-12 04:10:47 main:574] : INFO : Epoch 1959 | loss: 0.0311418 | val_loss: 0.0311645 | Time: 2257.59 ms [2022-03-12 04:10:49 main:574] : INFO : Epoch 1960 | loss: 0.0311479 | val_loss: 0.0311668 | Time: 2209.11 ms [2022-03-12 04:10:51 main:574] : INFO : Epoch 1961 | loss: 0.0311438 | val_loss: 0.0311512 | Time: 2224.85 ms [2022-03-12 04:10:53 main:574] : INFO : Epoch 1962 | loss: 0.031139 | val_loss: 0.0311498 | Time: 2203.12 ms [2022-03-12 04:10:56 main:574] : INFO : Epoch 1963 | loss: 0.0311403 | val_loss: 0.0311591 | Time: 2249.28 ms [2022-03-12 04:10:58 main:574] : INFO : Epoch 1964 | loss: 0.0311442 | val_loss: 0.0311545 | Time: 2211.41 ms [2022-03-12 04:11:00 main:574] : INFO : Epoch 1965 | loss: 0.0311414 | val_loss: 0.0311497 | Time: 2170.22 ms [2022-03-12 04:11:02 main:574] : INFO : Epoch 1966 | loss: 0.0311391 | val_loss: 0.0311489 | Time: 2242.06 ms [2022-03-12 04:11:04 main:574] : INFO : Epoch 1967 | loss: 0.0311384 | val_loss: 0.0311479 | Time: 2245.4 ms [2022-03-12 04:11:07 main:574] : INFO : Epoch 1968 | loss: 0.0311382 | val_loss: 0.0311496 | Time: 2308.47 ms [2022-03-12 04:11:09 main:574] : INFO : Epoch 1969 | loss: 0.0311386 | val_loss: 0.0311488 | Time: 2193.41 ms [2022-03-12 04:11:11 main:574] : INFO : Epoch 1970 | loss: 0.0311406 | val_loss: 0.0311571 | Time: 2193.32 ms [2022-03-12 04:11:13 main:574] : INFO : Epoch 1971 | loss: 0.0311435 | val_loss: 0.0311563 | Time: 2233.77 ms [2022-03-12 04:11:16 main:574] : INFO : Epoch 1972 | loss: 0.0311415 | val_loss: 0.0311493 | Time: 2203.29 ms [2022-03-12 04:11:18 main:574] : INFO : Epoch 1973 | loss: 0.031144 | val_loss: 0.0311539 | Time: 2232.66 ms [2022-03-12 04:11:20 main:574] : INFO : Epoch 1974 | loss: 0.0311521 | val_loss: 0.0311622 | Time: 2197.45 ms [2022-03-12 04:11:22 main:574] : INFO : Epoch 1975 | loss: 0.0311466 | val_loss: 0.0311531 | Time: 2211.34 ms [2022-03-12 04:11:24 main:574] : INFO : Epoch 1976 | loss: 0.0311407 | val_loss: 0.0311467 | Time: 2228.98 ms [2022-03-12 04:11:27 main:574] : INFO : Epoch 1977 | loss: 0.0311384 | val_loss: 0.0311499 | Time: 2273.45 ms [2022-03-12 04:11:29 main:574] : INFO : Epoch 1978 | loss: 0.0311413 | val_loss: 0.0311522 | Time: 2333.96 ms [2022-03-12 04:11:31 main:574] : INFO : Epoch 1979 | loss: 0.0311375 | val_loss: 0.0311534 | Time: 2285.98 ms [2022-03-12 04:11:34 main:574] : INFO : Epoch 1980 | loss: 0.031142 | val_loss: 0.0311604 | Time: 2238.44 ms [2022-03-12 04:11:36 main:574] : INFO : Epoch 1981 | loss: 0.0311403 | val_loss: 0.0311528 | Time: 2267.81 ms [2022-03-12 04:11:38 main:574] : INFO : Epoch 1982 | loss: 0.031138 | val_loss: 0.0311504 | Time: 2209.8 ms [2022-03-12 04:11:40 main:574] : INFO : Epoch 1983 | loss: 0.0311388 | val_loss: 0.0311484 | Time: 2201.56 ms [2022-03-12 04:11:43 main:574] : INFO : Epoch 1984 | loss: 0.0311375 | val_loss: 0.0311528 | Time: 2202.66 ms [2022-03-12 04:11:45 main:574] : INFO : Epoch 1985 | loss: 0.0311377 | val_loss: 0.0311497 | Time: 2192.39 ms [2022-03-12 04:11:47 main:574] : INFO : Epoch 1986 | loss: 0.0311376 | val_loss: 0.0311507 | Time: 2226.42 ms [2022-03-12 04:11:49 main:574] : INFO : Epoch 1987 | loss: 0.031136 | val_loss: 0.0311575 | Time: 2227.99 ms [2022-03-12 04:11:51 main:574] : INFO : Epoch 1988 | loss: 0.0311398 | val_loss: 0.0311519 | Time: 2229.97 ms [2022-03-12 04:11:54 main:574] : INFO : Epoch 1989 | loss: 0.031142 | val_loss: 0.0311553 | Time: 2236.63 ms [2022-03-12 04:11:56 main:574] : INFO : Epoch 1990 | loss: 0.0311406 | val_loss: 0.0311505 | Time: 2170.01 ms [2022-03-12 04:11:58 main:574] : INFO : Epoch 1991 | loss: 0.0311373 | val_loss: 0.0311493 | Time: 2227.42 ms [2022-03-12 04:12:00 main:574] : INFO : Epoch 1992 | loss: 0.0311377 | val_loss: 0.0311512 | Time: 2194.92 ms [2022-03-12 04:12:03 main:574] : INFO : Epoch 1993 | loss: 0.031139 | val_loss: 0.0311558 | Time: 2222.99 ms [2022-03-12 04:12:05 main:574] : INFO : Epoch 1994 | loss: 0.0311412 | val_loss: 0.0311508 | Time: 2253.89 ms [2022-03-12 04:12:07 main:574] : INFO : Epoch 1995 | loss: 0.0311388 | val_loss: 0.0311497 | Time: 2282.94 ms [2022-03-12 04:12:09 main:574] : INFO : Epoch 1996 | loss: 0.0311386 | val_loss: 0.0311511 | Time: 2289.56 ms [2022-03-12 04:12:12 main:574] : INFO : Epoch 1997 | loss: 0.0311397 | val_loss: 0.031155 | Time: 2267.13 ms [2022-03-12 04:12:14 main:574] : INFO : Epoch 1998 | loss: 0.0311402 | val_loss: 0.0311503 | Time: 2233.31 ms [2022-03-12 04:12:16 main:574] : INFO : Epoch 1999 | loss: 0.0311383 | val_loss: 0.0311474 | Time: 2254.02 ms [2022-03-12 04:12:18 main:574] : INFO : Epoch 2000 | loss: 0.0311378 | val_loss: 0.031148 | Time: 2192.83 ms [2022-03-12 04:12:21 main:574] : INFO : Epoch 2001 | loss: 0.0311383 | val_loss: 0.0311559 | Time: 2207.69 ms [2022-03-12 04:12:23 main:574] : INFO : Epoch 2002 | loss: 0.0311388 | val_loss: 0.031148 | Time: 2177.88 ms [2022-03-12 04:12:25 main:574] : INFO : Epoch 2003 | loss: 0.0311406 | val_loss: 0.0311498 | Time: 2212.79 ms [2022-03-12 04:12:27 main:574] : INFO : Epoch 2004 | loss: 0.0311388 | val_loss: 0.0311518 | Time: 2234.85 ms [2022-03-12 04:12:29 main:574] : INFO : Epoch 2005 | loss: 0.0311381 | val_loss: 0.0311512 | Time: 2239.15 ms [2022-03-12 04:12:32 main:574] : INFO : Epoch 2006 | loss: 0.0311357 | val_loss: 0.0311502 | Time: 2207.29 ms [2022-03-12 04:12:34 main:574] : INFO : Epoch 2007 | loss: 0.0311365 | val_loss: 0.03115 | Time: 2172 ms [2022-03-12 04:12:36 main:574] : INFO : Epoch 2008 | loss: 0.0311359 | val_loss: 0.0311514 | Time: 2224.91 ms [2022-03-12 04:12:38 main:574] : INFO : Epoch 2009 | loss: 0.0311353 | val_loss: 0.0311511 | Time: 2173.51 ms [2022-03-12 04:12:40 main:574] : INFO : Epoch 2010 | loss: 0.0311364 | val_loss: 0.0311481 | Time: 2177.72 ms [2022-03-12 04:12:43 main:574] : INFO : Epoch 2011 | loss: 0.0311395 | val_loss: 0.0311485 | Time: 2207.59 ms [2022-03-12 04:12:45 main:574] : INFO : Epoch 2012 | loss: 0.031139 | val_loss: 0.0311515 | Time: 2251.77 ms [2022-03-12 04:12:47 main:574] : INFO : Epoch 2013 | loss: 0.0311385 | val_loss: 0.0311499 | Time: 2147.02 ms [2022-03-12 04:12:49 main:574] : INFO : Epoch 2014 | loss: 0.0311422 | val_loss: 0.0311473 | Time: 2172.5 ms [2022-03-12 04:12:52 main:574] : INFO : Epoch 2015 | loss: 0.0311415 | val_loss: 0.0311506 | Time: 2328.98 ms [2022-03-12 04:12:54 main:574] : INFO : Epoch 2016 | loss: 0.0311383 | val_loss: 0.0311601 | Time: 2254.06 ms [2022-03-12 04:12:56 main:574] : INFO : Epoch 2017 | loss: 0.0311444 | val_loss: 0.031162 | Time: 2219.01 ms [2022-03-12 04:12:58 main:574] : INFO : Epoch 2018 | loss: 0.0311437 | val_loss: 0.0311512 | Time: 2164.54 ms [2022-03-12 04:13:00 main:574] : INFO : Epoch 2019 | loss: 0.0311396 | val_loss: 0.0311513 | Time: 2223.38 ms [2022-03-12 04:13:03 main:574] : INFO : Epoch 2020 | loss: 0.0311377 | val_loss: 0.0311509 | Time: 2240.82 ms [2022-03-12 04:13:05 main:574] : INFO : Epoch 2021 | loss: 0.0311385 | val_loss: 0.0311548 | Time: 2255.54 ms [2022-03-12 04:13:07 main:574] : INFO : Epoch 2022 | loss: 0.0311389 | val_loss: 0.0311485 | Time: 2192.75 ms [2022-03-12 04:13:09 main:574] : INFO : Epoch 2023 | loss: 0.0311394 | val_loss: 0.0311505 | Time: 2195.07 ms [2022-03-12 04:13:12 main:574] : INFO : Epoch 2024 | loss: 0.031138 | val_loss: 0.0311474 | Time: 2329.41 ms [2022-03-12 04:13:14 main:574] : INFO : Epoch 2025 | loss: 0.0311377 | val_loss: 0.0311509 | Time: 2275.07 ms [2022-03-12 04:13:16 main:574] : INFO : Epoch 2026 | loss: 0.0311392 | val_loss: 0.0311557 | Time: 2231.07 ms [2022-03-12 04:13:18 main:574] : INFO : Epoch 2027 | loss: 0.0311402 | val_loss: 0.0311484 | Time: 2230.72 ms [2022-03-12 04:13:21 main:574] : INFO : Epoch 2028 | loss: 0.0311434 | val_loss: 0.0311573 | Time: 2259.06 ms [2022-03-12 04:13:23 main:574] : INFO : Epoch 2029 | loss: 0.0311422 | val_loss: 0.0311532 | Time: 2250.87 ms [2022-03-12 04:13:25 main:574] : INFO : Epoch 2030 | loss: 0.0311384 | val_loss: 0.031149 | Time: 2235.68 ms [2022-03-12 04:13:27 main:574] : INFO : Epoch 2031 | loss: 0.0311394 | val_loss: 0.0311552 | Time: 2252.67 ms [2022-03-12 04:13:30 main:574] : INFO : Epoch 2032 | loss: 0.0311396 | val_loss: 0.0311529 | Time: 2254.19 ms [2022-03-12 04:13:32 main:574] : INFO : Epoch 2033 | loss: 0.0311448 | val_loss: 0.0311562 | Time: 2236.59 ms [2022-03-12 04:13:34 main:574] : INFO : Epoch 2034 | loss: 0.0311484 | val_loss: 0.0311495 | Time: 2229.48 ms [2022-03-12 04:13:36 main:574] : INFO : Epoch 2035 | loss: 0.031151 | val_loss: 0.0311531 | Time: 2193.13 ms [2022-03-12 04:13:39 main:574] : INFO : Epoch 2036 | loss: 0.0311439 | val_loss: 0.0311514 | Time: 2260.6 ms [2022-03-12 04:13:41 main:574] : INFO : Epoch 2037 | loss: 0.03115 | val_loss: 0.0311542 | Time: 2172.29 ms [2022-03-12 04:13:43 main:574] : INFO : Epoch 2038 | loss: 0.0311471 | val_loss: 0.0311599 | Time: 2209.52 ms [2022-03-12 04:13:45 main:574] : INFO : Epoch 2039 | loss: 0.0311447 | val_loss: 0.0311542 | Time: 2233.82 ms [2022-03-12 04:13:47 main:574] : INFO : Epoch 2040 | loss: 0.0311428 | val_loss: 0.0311551 | Time: 2204.19 ms [2022-03-12 04:13:50 main:574] : INFO : Epoch 2041 | loss: 0.0311443 | val_loss: 0.0311533 | Time: 2262.02 ms [2022-03-12 04:13:52 main:574] : INFO : Epoch 2042 | loss: 0.0311434 | val_loss: 0.031154 | Time: 2240.74 ms [2022-03-12 04:13:54 main:574] : INFO : Epoch 2043 | loss: 0.0311465 | val_loss: 0.0311572 | Time: 2180.66 ms [2022-03-12 04:13:56 main:574] : INFO : Epoch 2044 | loss: 0.0311401 | val_loss: 0.0311536 | Time: 2246.3 ms [2022-03-12 04:13:59 main:574] : INFO : Epoch 2045 | loss: 0.0311406 | val_loss: 0.0311531 | Time: 2192.09 ms [2022-03-12 04:14:01 main:574] : INFO : Epoch 2046 | loss: 0.0311396 | val_loss: 0.0311532 | Time: 2254.26 ms [2022-03-12 04:14:03 main:574] : INFO : Epoch 2047 | loss: 0.0311385 | val_loss: 0.0311493 | Time: 2237.79 ms [2022-03-12 04:14:05 main:574] : INFO : Epoch 2048 | loss: 0.0311386 | val_loss: 0.0311672 | Time: 2213.67 ms [2022-03-12 04:14:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311672 [2022-03-12 04:14:05 main:603] : INFO : Saving end state to config to file [2022-03-12 04:14:05 main:608] : INFO : Success, exiting.. 04:14:05 (46288): 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)