Task 9241601
| Name | ParityModified-1634618023-4137-3-0_1 |
| Workunit | 6394281 |
| Created | 28 Nov 2021, 14:48:16 UTC |
| Sent | 28 Nov 2021, 15:16:04 UTC |
| Report deadline | 6 Dec 2021, 15:16:04 UTC |
| Received | 29 Nov 2021, 7:45:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 17 sec |
| CPU time | 1 hours 15 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 2238.61 ms [2021-11-29 08:26:19 main:574] : INFO : Epoch 1543 | loss: 0.0312424 | val_loss: 0.0312412 | Time: 2235.24 ms [2021-11-29 08:26:21 main:574] : INFO : Epoch 1544 | loss: 0.031241 | val_loss: 0.0312401 | Time: 2225.16 ms [2021-11-29 08:26:23 main:574] : INFO : Epoch 1545 | loss: 0.0312399 | val_loss: 0.0312391 | Time: 2235.11 ms [2021-11-29 08:26:26 main:574] : INFO : Epoch 1546 | loss: 0.0312387 | val_loss: 0.031238 | Time: 2248.63 ms [2021-11-29 08:26:28 main:574] : INFO : Epoch 1547 | loss: 0.0312378 | val_loss: 0.0312364 | Time: 2209.44 ms [2021-11-29 08:26:30 main:574] : INFO : Epoch 1548 | loss: 0.0312357 | val_loss: 0.031234 | Time: 2227.24 ms [2021-11-29 08:26:32 main:574] : INFO : Epoch 1549 | loss: 0.0312338 | val_loss: 0.0312316 | Time: 2235.93 ms [2021-11-29 08:26:34 main:574] : INFO : Epoch 1550 | loss: 0.0312315 | val_loss: 0.0312296 | Time: 2212.36 ms [2021-11-29 08:26:37 main:574] : INFO : Epoch 1551 | loss: 0.0312291 | val_loss: 0.0312269 | Time: 2235.22 ms [2021-11-29 08:26:39 main:574] : INFO : Epoch 1552 | loss: 0.0312261 | val_loss: 0.0312237 | Time: 2212.71 ms [2021-11-29 08:26:41 main:574] : INFO : Epoch 1553 | loss: 0.0312229 | val_loss: 0.0312202 | Time: 2233.64 ms [2021-11-29 08:26:43 main:574] : INFO : Epoch 1554 | loss: 0.0312194 | val_loss: 0.0312162 | Time: 2221.28 ms [2021-11-29 08:26:46 main:574] : INFO : Epoch 1555 | loss: 0.0312157 | val_loss: 0.0312116 | Time: 2236.57 ms [2021-11-29 08:26:48 main:574] : INFO : Epoch 1556 | loss: 0.0312109 | val_loss: 0.0312062 | Time: 2224.43 ms [2021-11-29 08:26:50 main:574] : INFO : Epoch 1557 | loss: 0.0312061 | val_loss: 0.0312012 | Time: 2240.77 ms [2021-11-29 08:26:52 main:574] : INFO : Epoch 1558 | loss: 0.0312013 | val_loss: 0.0311964 | Time: 2217.18 ms [2021-11-29 08:26:55 main:574] : INFO : Epoch 1559 | loss: 0.0311969 | val_loss: 0.0311919 | Time: 2253.13 ms [2021-11-29 08:26:57 main:574] : INFO : Epoch 1560 | loss: 0.0311927 | val_loss: 0.0311874 | Time: 2228.27 ms [2021-11-29 08:26:59 main:574] : INFO : Epoch 1561 | loss: 0.0311892 | val_loss: 0.0311844 | Time: 2235.37 ms [2021-11-29 08:27:01 main:574] : INFO : Epoch 1562 | loss: 0.031187 | val_loss: 0.0311833 | Time: 2225.72 ms [2021-11-29 08:27:04 main:574] : INFO : Epoch 1563 | loss: 0.0311852 | val_loss: 0.0311821 | Time: 2228.26 ms [2021-11-29 08:27:06 main:574] : INFO : Epoch 1564 | loss: 0.0311851 | val_loss: 0.0311812 | Time: 2220.17 ms [2021-11-29 08:27:08 main:574] : INFO : Epoch 1565 | loss: 0.0311838 | val_loss: 0.0311802 | Time: 2234.43 ms [2021-11-29 08:27:10 main:574] : INFO : Epoch 1566 | loss: 0.0311811 | val_loss: 0.0311722 | Time: 2236.87 ms [2021-11-29 08:27:12 main:574] : INFO : Epoch 1567 | loss: 0.0311749 | val_loss: 0.0311705 | Time: 2231.02 ms [2021-11-29 08:27:15 main:574] : INFO : Epoch 1568 | loss: 0.0311731 | val_loss: 0.0311696 | Time: 2206.42 ms [2021-11-29 08:27:17 main:574] : INFO : Epoch 1569 | loss: 0.0311719 | val_loss: 0.031169 | Time: 2245.42 ms [2021-11-29 08:27:19 main:574] : INFO : Epoch 1570 | loss: 0.0311712 | val_loss: 0.0311687 | Time: 2236.11 ms [2021-11-29 08:27:21 main:574] : INFO : Epoch 1571 | loss: 0.0311707 | val_loss: 0.0311684 | Time: 2237.81 ms [2021-11-29 08:27:24 main:574] : INFO : Epoch 1572 | loss: 0.0311704 | val_loss: 0.031168 | Time: 2205.35 ms [2021-11-29 08:27:26 main:574] : INFO : Epoch 1573 | loss: 0.0311708 | val_loss: 0.0311689 | Time: 2240.05 ms [2021-11-29 08:27:28 main:574] : INFO : Epoch 1574 | loss: 0.0311704 | val_loss: 0.031169 | Time: 2252.71 ms [2021-11-29 08:27:30 main:574] : INFO : Epoch 1575 | loss: 0.0311695 | val_loss: 0.0311668 | Time: 2247.53 ms [2021-11-29 08:27:33 main:574] : INFO : Epoch 1576 | loss: 0.031169 | val_loss: 0.031167 | Time: 2219.22 ms [2021-11-29 08:27:35 main:574] : INFO : Epoch 1577 | loss: 0.0311689 | val_loss: 0.0311664 | Time: 2219.31 ms [2021-11-29 08:27:37 main:574] : INFO : Epoch 1578 | loss: 0.0311685 | val_loss: 0.0311661 | Time: 2241.83 ms [2021-11-29 08:27:39 main:574] : INFO : Epoch 1579 | loss: 0.0311682 | val_loss: 0.0311655 | Time: 2206.6 ms [2021-11-29 08:27:41 main:574] : INFO : Epoch 1580 | loss: 0.0311687 | val_loss: 0.0311689 | Time: 2209.16 ms [2021-11-29 08:27:44 main:574] : INFO : Epoch 1581 | loss: 0.0311689 | val_loss: 0.0311657 | Time: 2223.55 ms [2021-11-29 08:27:46 main:574] : INFO : Epoch 1582 | loss: 0.031168 | val_loss: 0.0311654 | Time: 2251.18 ms [2021-11-29 08:27:48 main:574] : INFO : Epoch 1583 | loss: 0.0311679 | val_loss: 0.0311655 | Time: 2241.76 ms [2021-11-29 08:27:50 main:574] : INFO : Epoch 1584 | loss: 0.0311671 | val_loss: 0.0311649 | Time: 2224.56 ms [2021-11-29 08:27:53 main:574] : INFO : Epoch 1585 | loss: 0.0311669 | val_loss: 0.0311653 | Time: 2251.08 ms [2021-11-29 08:27:55 main:574] : INFO : Epoch 1586 | loss: 0.0311666 | val_loss: 0.0311642 | Time: 2213.73 ms [2021-11-29 08:27:57 main:574] : INFO : Epoch 1587 | loss: 0.0311662 | val_loss: 0.0311684 | Time: 2231.68 ms [2021-11-29 08:27:59 main:574] : INFO : Epoch 1588 | loss: 0.0311642 | val_loss: 0.0311596 | Time: 2234.15 ms [2021-11-29 08:28:02 main:574] : INFO : Epoch 1589 | loss: 0.0311612 | val_loss: 0.0311608 | Time: 2225.85 ms [2021-11-29 08:28:04 main:574] : INFO : Epoch 1590 | loss: 0.0311628 | val_loss: 0.0311578 | Time: 2209.05 ms [2021-11-29 08:28:06 main:574] : INFO : Epoch 1591 | loss: 0.0311595 | val_loss: 0.0311607 | Time: 2233.51 ms [2021-11-29 08:28:08 main:574] : INFO : Epoch 1592 | loss: 0.0311597 | val_loss: 0.0311577 | Time: 2260.51 ms [2021-11-29 08:28:11 main:574] : INFO : Epoch 1593 | loss: 0.0311585 | val_loss: 0.0311572 | Time: 2263.24 ms [2021-11-29 08:28:13 main:574] : INFO : Epoch 1594 | loss: 0.0311579 | val_loss: 0.0311565 | Time: 2240.33 ms [2021-11-29 08:28:15 main:574] : INFO : Epoch 1595 | loss: 0.0311577 | val_loss: 0.031157 | Time: 2227.42 ms [2021-11-29 08:28:17 main:574] : INFO : Epoch 1596 | loss: 0.0311574 | val_loss: 0.0311564 | Time: 2211.21 ms [2021-11-29 08:28:19 main:574] : INFO : Epoch 1597 | loss: 0.0311572 | val_loss: 0.0311557 | Time: 2230.13 ms [2021-11-29 08:28:22 main:574] : INFO : Epoch 1598 | loss: 0.0311559 | val_loss: 0.0311545 | Time: 2252.31 ms [2021-11-29 08:28:24 main:574] : INFO : Epoch 1599 | loss: 0.0311559 | val_loss: 0.0311539 | Time: 2241.26 ms [2021-11-29 08:28:26 main:574] : INFO : Epoch 1600 | loss: 0.0311559 | val_loss: 0.0311547 | Time: 2223.16 ms [2021-11-29 08:28:28 main:574] : INFO : Epoch 1601 | loss: 0.0311556 | val_loss: 0.0311534 | Time: 2214.54 ms [2021-11-29 08:28:31 main:574] : INFO : Epoch 1602 | loss: 0.0311553 | val_loss: 0.0311568 | Time: 2215.56 ms [2021-11-29 08:28:33 main:574] : INFO : Epoch 1603 | loss: 0.0311535 | val_loss: 0.0311513 | Time: 2237.39 ms [2021-11-29 08:28:35 main:574] : INFO : Epoch 1604 | loss: 0.0311528 | val_loss: 0.0311522 | Time: 2230.1 ms [2021-11-29 08:28:37 main:574] : INFO : Epoch 1605 | loss: 0.0311538 | val_loss: 0.0311522 | Time: 2250.87 ms [2021-11-29 08:28:40 main:574] : INFO : Epoch 1606 | loss: 0.0311531 | val_loss: 0.0311502 | Time: 2227.93 ms [2021-11-29 08:28:42 main:574] : INFO : Epoch 1607 | loss: 0.0311523 | val_loss: 0.0311554 | Time: 2253.92 ms [2021-11-29 08:28:44 main:574] : INFO : Epoch 1608 | loss: 0.0311527 | val_loss: 0.03115 | Time: 2223.3 ms [2021-11-29 08:28:46 main:574] : INFO : Epoch 1609 | loss: 0.0311512 | val_loss: 0.0311496 | Time: 2200.32 ms [2021-11-29 08:28:49 main:574] : INFO : Epoch 1610 | loss: 0.0311516 | val_loss: 0.031155 | Time: 2201.14 ms [2021-11-29 08:28:51 main:574] : INFO : Epoch 1611 | loss: 0.0311515 | val_loss: 0.0311498 | Time: 2250.88 ms [2021-11-29 08:28:53 main:574] : INFO : Epoch 1612 | loss: 0.0311512 | val_loss: 0.0311506 | Time: 2212.84 ms [2021-11-29 08:28:55 main:574] : INFO : Epoch 1613 | loss: 0.0311514 | val_loss: 0.0311494 | Time: 2221.06 ms [2021-11-29 08:28:57 main:574] : INFO : Epoch 1614 | loss: 0.031151 | val_loss: 0.0311507 | Time: 2228.02 ms [2021-11-29 08:29:00 main:574] : INFO : Epoch 1615 | loss: 0.0311506 | val_loss: 0.0311499 | Time: 2215.04 ms [2021-11-29 08:29:02 main:574] : INFO : Epoch 1616 | loss: 0.0311506 | val_loss: 0.0311499 | Time: 2233.49 ms [2021-11-29 08:29:04 main:574] : INFO : Epoch 1617 | loss: 0.0311514 | val_loss: 0.0311523 | Time: 2225.3 ms [2021-11-29 08:29:06 main:574] : INFO : Epoch 1618 | loss: 0.0311527 | val_loss: 0.0311506 | Time: 2224.02 ms [2021-11-29 08:29:09 main:574] : INFO : Epoch 1619 | loss: 0.0311526 | val_loss: 0.0311503 | Time: 2240.06 ms [2021-11-29 08:29:11 main:574] : INFO : Epoch 1620 | loss: 0.031152 | val_loss: 0.031151 | Time: 2229.84 ms [2021-11-29 08:29:13 main:574] : INFO : Epoch 1621 | loss: 0.0311511 | val_loss: 0.0311513 | Time: 2224.14 ms [2021-11-29 08:29:15 main:574] : INFO : Epoch 1622 | loss: 0.0311508 | val_loss: 0.0311549 | Time: 2223.4 ms [2021-11-29 08:29:18 main:574] : INFO : Epoch 1623 | loss: 0.0311526 | val_loss: 0.0311517 | Time: 2229.1 ms [2021-11-29 08:29:20 main:574] : INFO : Epoch 1624 | loss: 0.0311524 | val_loss: 0.0311512 | Time: 2227.58 ms [2021-11-29 08:29:22 main:574] : INFO : Epoch 1625 | loss: 0.0311556 | val_loss: 0.0311531 | Time: 2228.38 ms [2021-11-29 08:29:24 main:574] : INFO : Epoch 1626 | loss: 0.0311564 | val_loss: 0.0311521 | Time: 2243.46 ms [2021-11-29 08:29:26 main:574] : INFO : Epoch 1627 | loss: 0.0311572 | val_loss: 0.0311555 | Time: 2214.11 ms [2021-11-29 08:29:29 main:574] : INFO : Epoch 1628 | loss: 0.0311549 | val_loss: 0.0311511 | Time: 2219.24 ms [2021-11-29 08:29:31 main:574] : INFO : Epoch 1629 | loss: 0.031153 | val_loss: 0.0311503 | Time: 2203.89 ms [2021-11-29 08:29:33 main:574] : INFO : Epoch 1630 | loss: 0.0311527 | val_loss: 0.0311506 | Time: 2252.23 ms [2021-11-29 08:29:35 main:574] : INFO : Epoch 1631 | loss: 0.0311523 | val_loss: 0.0311514 | Time: 2232.6 ms [2021-11-29 08:29:38 main:574] : INFO : Epoch 1632 | loss: 0.0311523 | val_loss: 0.031155 | Time: 2245.17 ms [2021-11-29 08:29:40 main:574] : INFO : Epoch 1633 | loss: 0.0311529 | val_loss: 0.0311528 | Time: 2270.02 ms [2021-11-29 08:29:42 main:574] : INFO : Epoch 1634 | loss: 0.0311522 | val_loss: 0.0311523 | Time: 2247.96 ms [2021-11-29 08:29:44 main:574] : INFO : Epoch 1635 | loss: 0.0311518 | val_loss: 0.0311515 | Time: 2227.05 ms [2021-11-29 08:29:47 main:574] : INFO : Epoch 1636 | loss: 0.0311507 | val_loss: 0.0311538 | Time: 2192.16 ms [2021-11-29 08:29:49 main:574] : INFO : Epoch 1637 | loss: 0.0311512 | val_loss: 0.0311512 | Time: 2243 ms [2021-11-29 08:29:51 main:574] : INFO : Epoch 1638 | loss: 0.0311504 | val_loss: 0.0311531 | Time: 2211.73 ms [2021-11-29 08:29:53 main:574] : INFO : Epoch 1639 | loss: 0.031151 | val_loss: 0.0311518 | Time: 2219.69 ms [2021-11-29 08:29:55 main:574] : INFO : Epoch 1640 | loss: 0.0311514 | val_loss: 0.0311539 | Time: 2226.12 ms [2021-11-29 08:29:58 main:574] : INFO : Epoch 1641 | loss: 0.0311506 | val_loss: 0.031151 | Time: 2219.23 ms [2021-11-29 08:30:00 main:574] : INFO : Epoch 1642 | loss: 0.0311497 | val_loss: 0.0311507 | Time: 2219.7 ms [2021-11-29 08:30:02 main:574] : INFO : Epoch 1643 | loss: 0.0311505 | val_loss: 0.0311569 | Time: 2205.38 ms [2021-11-29 08:30:04 main:574] : INFO : Epoch 1644 | loss: 0.0311507 | val_loss: 0.031151 | Time: 2246.15 ms [2021-11-29 08:30:07 main:574] : INFO : Epoch 1645 | loss: 0.0311487 | val_loss: 0.0311516 | Time: 2200.42 ms [2021-11-29 08:30:09 main:574] : INFO : Epoch 1646 | loss: 0.0311496 | val_loss: 0.0311519 | Time: 2190.94 ms [2021-11-29 08:30:11 main:574] : INFO : Epoch 1647 | loss: 0.0311493 | val_loss: 0.0311514 | Time: 2217.33 ms [2021-11-29 08:30:13 main:574] : INFO : Epoch 1648 | loss: 0.0311494 | val_loss: 0.0311525 | Time: 2246.63 ms [2021-11-29 08:30:15 main:574] : INFO : Epoch 1649 | loss: 0.0311489 | val_loss: 0.0311508 | Time: 2207.1 ms [2021-11-29 08:30:18 main:574] : INFO : Epoch 1650 | loss: 0.0311493 | val_loss: 0.0311537 | Time: 2221.96 ms [2021-11-29 08:30:20 main:574] : INFO : Epoch 1651 | loss: 0.0311494 | val_loss: 0.0311501 | Time: 2657.69 ms [2021-11-29 08:30:23 main:574] : INFO : Epoch 1652 | loss: 0.0311481 | val_loss: 0.031152 | Time: 2226.14 ms [2021-11-29 08:30:25 main:574] : INFO : Epoch 1653 | loss: 0.0311539 | val_loss: 0.031151 | Time: 2258.78 ms [2021-11-29 08:30:27 main:574] : INFO : Epoch 1654 | loss: 0.0311554 | val_loss: 0.0311514 | Time: 2271.28 ms [2021-11-29 08:30:29 main:574] : INFO : Epoch 1655 | loss: 0.031152 | val_loss: 0.0311507 | Time: 2221.17 ms [2021-11-29 08:30:32 main:574] : INFO : Epoch 1656 | loss: 0.0311519 | val_loss: 0.03115 | Time: 2245.75 ms [2021-11-29 08:30:34 main:574] : INFO : Epoch 1657 | loss: 0.0311516 | val_loss: 0.0311507 | Time: 2233.48 ms [2021-11-29 08:30:36 main:574] : INFO : Epoch 1658 | loss: 0.0311509 | val_loss: 0.0311498 | Time: 2271.99 ms [2021-11-29 08:30:38 main:574] : INFO : Epoch 1659 | loss: 0.0311509 | val_loss: 0.0311509 | Time: 2267.88 ms [2021-11-29 08:30:41 main:574] : INFO : Epoch 1660 | loss: 0.031151 | val_loss: 0.0311508 | Time: 2216.72 ms [2021-11-29 08:30:43 main:574] : INFO : Epoch 1661 | loss: 0.0311488 | val_loss: 0.0311502 | Time: 2246.71 ms [2021-11-29 08:30:45 main:574] : INFO : Epoch 1662 | loss: 0.0311487 | val_loss: 0.0311497 | Time: 2292.37 ms [2021-11-29 08:30:47 main:574] : INFO : Epoch 1663 | loss: 0.0311502 | val_loss: 0.0311528 | Time: 2261.9 ms [2021-11-29 08:30:50 main:574] : INFO : Epoch 1664 | loss: 0.0311509 | val_loss: 0.0311512 | Time: 2261.75 ms [2021-11-29 08:30:52 main:574] : INFO : Epoch 1665 | loss: 0.0311501 | val_loss: 0.0311494 | Time: 2275.76 ms [2021-11-29 08:30:54 main:574] : INFO : Epoch 1666 | loss: 0.0311495 | val_loss: 0.0311492 | Time: 2315.26 ms [2021-11-29 08:30:57 main:574] : INFO : Epoch 1667 | loss: 0.0311492 | val_loss: 0.0311489 | Time: 2323.1 ms [2021-11-29 08:30:59 main:574] : INFO : Epoch 1668 | loss: 0.0311477 | val_loss: 0.031149 | Time: 2305.76 ms [2021-11-29 08:31:01 main:574] : INFO : Epoch 1669 | loss: 0.0311476 | val_loss: 0.0311479 | Time: 2371.16 ms [2021-11-29 08:31:03 main:574] : INFO : Epoch 1670 | loss: 0.0311485 | val_loss: 0.0311487 | Time: 2229.87 ms [2021-11-29 08:31:06 main:574] : INFO : Epoch 1671 | loss: 0.0311472 | val_loss: 0.0311506 | Time: 2249.85 ms [2021-11-29 08:31:08 main:574] : INFO : Epoch 1672 | loss: 0.0311484 | val_loss: 0.0311498 | Time: 2242.33 ms [2021-11-29 08:31:10 main:574] : INFO : Epoch 1673 | loss: 0.0311468 | val_loss: 0.0311511 | Time: 2231.84 ms [2021-11-29 08:31:12 main:574] : INFO : Epoch 1674 | loss: 0.0311473 | val_loss: 0.0311498 | Time: 2263.74 ms [2021-11-29 08:31:15 main:574] : INFO : Epoch 1675 | loss: 0.0311475 | val_loss: 0.0311494 | Time: 2241.86 ms [2021-11-29 08:31:17 main:574] : INFO : Epoch 1676 | loss: 0.0311475 | val_loss: 0.0311501 | Time: 2218.76 ms [2021-11-29 08:31:19 main:574] : INFO : Epoch 1677 | loss: 0.0311463 | val_loss: 0.0311503 | Time: 2228.63 ms [2021-11-29 08:31:21 main:574] : INFO : Epoch 1678 | loss: 0.0311484 | val_loss: 0.0311493 | Time: 2228.47 ms [2021-11-29 08:31:24 main:574] : INFO : Epoch 1679 | loss: 0.0311471 | val_loss: 0.0311524 | Time: 2217.84 ms [2021-11-29 08:31:26 main:574] : INFO : Epoch 1680 | loss: 0.0311488 | val_loss: 0.0311553 | Time: 2215.73 ms [2021-11-29 08:31:28 main:574] : INFO : Epoch 1681 | loss: 0.0311502 | val_loss: 0.0311507 | Time: 2235.99 ms [2021-11-29 08:31:30 main:574] : INFO : Epoch 1682 | loss: 0.0311485 | val_loss: 0.0311501 | Time: 2242.65 ms [2021-11-29 08:31:33 main:574] : INFO : Epoch 1683 | loss: 0.0311449 | val_loss: 0.0311476 | Time: 2254.05 ms [2021-11-29 08:31:35 main:574] : INFO : Epoch 1684 | loss: 0.0311465 | val_loss: 0.0311476 | Time: 2240.39 ms [2021-11-29 08:31:37 main:574] : INFO : Epoch 1685 | loss: 0.0311444 | val_loss: 0.0311503 | Time: 2226.48 ms [2021-11-29 08:31:39 main:574] : INFO : Epoch 1686 | loss: 0.0311457 | val_loss: 0.0311507 | Time: 2236.25 ms [2021-11-29 08:31:42 main:574] : INFO : Epoch 1687 | loss: 0.0311486 | val_loss: 0.0311538 | Time: 2234.45 ms [2021-11-29 08:31:44 main:574] : INFO : Epoch 1688 | loss: 0.0311477 | val_loss: 0.0311518 | Time: 2245.34 ms [2021-11-29 08:31:46 main:574] : INFO : Epoch 1689 | loss: 0.0311498 | val_loss: 0.0311527 | Time: 2254.38 ms [2021-11-29 08:31:48 main:574] : INFO : Epoch 1690 | loss: 0.0311555 | val_loss: 0.0311602 | Time: 2226.72 ms [2021-11-29 08:31:51 main:574] : INFO : Epoch 1691 | loss: 0.0311585 | val_loss: 0.031154 | Time: 2227.48 ms [2021-11-29 08:31:53 main:574] : INFO : Epoch 1692 | loss: 0.0311528 | val_loss: 0.0311531 | Time: 2228.98 ms [2021-11-29 08:31:55 main:574] : INFO : Epoch 1693 | loss: 0.0311522 | val_loss: 0.0311542 | Time: 2229.67 ms [2021-11-29 08:31:57 main:574] : INFO : Epoch 1694 | loss: 0.0311496 | val_loss: 0.0311503 | Time: 2218.79 ms [2021-11-29 08:31:59 main:574] : INFO : Epoch 1695 | loss: 0.0311493 | val_loss: 0.0311488 | Time: 2214.6 ms [2021-11-29 08:32:02 main:574] : INFO : Epoch 1696 | loss: 0.031148 | val_loss: 0.0311476 | Time: 2272.28 ms [2021-11-29 08:32:04 main:574] : INFO : Epoch 1697 | loss: 0.0311451 | val_loss: 0.0311445 | Time: 2235.15 ms [2021-11-29 08:32:06 main:574] : INFO : Epoch 1698 | loss: 0.0311422 | val_loss: 0.031143 | Time: 2229.33 ms [2021-11-29 08:32:08 main:574] : INFO : Epoch 1699 | loss: 0.0311416 | val_loss: 0.0311436 | Time: 2271.95 ms [2021-11-29 08:32:11 main:574] : INFO : Epoch 1700 | loss: 0.0311435 | val_loss: 0.0311471 | Time: 2230.42 ms [2021-11-29 08:32:13 main:574] : INFO : Epoch 1701 | loss: 0.0311462 | val_loss: 0.0311497 | Time: 2238.12 ms [2021-11-29 08:32:15 main:574] : INFO : Epoch 1702 | loss: 0.0311513 | val_loss: 0.0311529 | Time: 2218.19 ms [2021-11-29 08:32:17 main:574] : INFO : Epoch 1703 | loss: 0.0311489 | val_loss: 0.0311447 | Time: 2210.65 ms [2021-11-29 08:32:20 main:574] : INFO : Epoch 1704 | loss: 0.0311425 | val_loss: 0.0311431 | Time: 2248.18 ms [2021-11-29 08:32:22 main:574] : INFO : Epoch 1705 | loss: 0.0311397 | val_loss: 0.0311422 | Time: 2257.11 ms [2021-11-29 08:32:24 main:574] : INFO : Epoch 1706 | loss: 0.0311396 | val_loss: 0.0311446 | Time: 2245.29 ms [2021-11-29 08:32:26 main:574] : INFO : Epoch 1707 | loss: 0.0311398 | val_loss: 0.0311411 | Time: 2252.24 ms [2021-11-29 08:32:29 main:574] : INFO : Epoch 1708 | loss: 0.0311377 | val_loss: 0.0311403 | Time: 2208.7 ms [2021-11-29 08:32:31 main:574] : INFO : Epoch 1709 | loss: 0.0311371 | val_loss: 0.0311429 | Time: 2235.53 ms [2021-11-29 08:32:33 main:574] : INFO : Epoch 1710 | loss: 0.0311367 | val_loss: 0.0311405 | Time: 2213.23 ms [2021-11-29 08:32:35 main:574] : INFO : Epoch 1711 | loss: 0.0311371 | val_loss: 0.0311428 | Time: 2222.27 ms [2021-11-29 08:32:38 main:574] : INFO : Epoch 1712 | loss: 0.031138 | val_loss: 0.0311409 | Time: 2249.39 ms [2021-11-29 08:32:40 main:574] : INFO : Epoch 1713 | loss: 0.0311367 | val_loss: 0.0311413 | Time: 2196.25 ms [2021-11-29 08:32:42 main:574] : INFO : Epoch 1714 | loss: 0.0311369 | val_loss: 0.0311414 | Time: 2254.09 ms [2021-11-29 08:32:44 main:574] : INFO : Epoch 1715 | loss: 0.0311363 | val_loss: 0.031141 | Time: 2254.1 ms [2021-11-29 08:32:46 main:574] : INFO : Epoch 1716 | loss: 0.0311383 | val_loss: 0.031145 | Time: 2239.18 ms [2021-11-29 08:32:49 main:574] : INFO : Epoch 1717 | loss: 0.0311375 | val_loss: 0.0311403 | Time: 2203.83 ms [2021-11-29 08:32:51 main:574] : INFO : Epoch 1718 | loss: 0.0311365 | val_loss: 0.0311434 | Time: 2241.75 ms [2021-11-29 08:32:53 main:574] : INFO : Epoch 1719 | loss: 0.0311357 | val_loss: 0.0311411 | Time: 2256.55 ms [2021-11-29 08:32:55 main:574] : INFO : Epoch 1720 | loss: 0.0311346 | val_loss: 0.0311403 | Time: 2243.09 ms [2021-11-29 08:32:58 main:574] : INFO : Epoch 1721 | loss: 0.0311351 | val_loss: 0.031142 | Time: 2232.12 ms [2021-11-29 08:33:00 main:574] : INFO : Epoch 1722 | loss: 0.0311346 | val_loss: 0.0311401 | Time: 2232.03 ms [2021-11-29 08:33:02 main:574] : INFO : Epoch 1723 | loss: 0.0311333 | val_loss: 0.0311401 | Time: 2245.63 ms [2021-11-29 08:33:04 main:574] : INFO : Epoch 1724 | loss: 0.0311333 | val_loss: 0.0311455 | Time: 2239.39 ms [2021-11-29 08:33:07 main:574] : INFO : Epoch 1725 | loss: 0.0311366 | val_loss: 0.0311447 | Time: 2224.71 ms [2021-11-29 08:33:09 main:574] : INFO : Epoch 1726 | loss: 0.0311337 | val_loss: 0.031141 | Time: 2257.64 ms [2021-11-29 08:33:11 main:574] : INFO : Epoch 1727 | loss: 0.0311327 | val_loss: 0.0311403 | Time: 2232.79 ms [2021-11-29 08:33:13 main:574] : INFO : Epoch 1728 | loss: 0.0311331 | val_loss: 0.0311415 | Time: 2252.44 ms [2021-11-29 08:33:16 main:574] : INFO : Epoch 1729 | loss: 0.0311326 | val_loss: 0.0311439 | Time: 2225.04 ms [2021-11-29 08:33:18 main:574] : INFO : Epoch 1730 | loss: 0.0311326 | val_loss: 0.0311415 | Time: 2240.3 ms [2021-11-29 08:33:20 main:574] : INFO : Epoch 1731 | loss: 0.0311331 | val_loss: 0.0311406 | Time: 2242.29 ms [2021-11-29 08:33:22 main:574] : INFO : Epoch 1732 | loss: 0.0311322 | val_loss: 0.0311429 | Time: 2255.24 ms [2021-11-29 08:33:25 main:574] : INFO : Epoch 1733 | loss: 0.0311331 | val_loss: 0.0311418 | Time: 2256.78 ms [2021-11-29 08:33:27 main:574] : INFO : Epoch 1734 | loss: 0.0311336 | val_loss: 0.0311394 | Time: 2246.59 ms [2021-11-29 08:33:29 main:574] : INFO : Epoch 1735 | loss: 0.0311353 | val_loss: 0.0311503 | Time: 2246.87 ms [2021-11-29 08:33:31 main:574] : INFO : Epoch 1736 | loss: 0.0311348 | val_loss: 0.0311388 | Time: 2249.06 ms [2021-11-29 08:33:34 main:574] : INFO : Epoch 1737 | loss: 0.0311321 | val_loss: 0.0311387 | Time: 2210.8 ms [2021-11-29 08:33:36 main:574] : INFO : Epoch 1738 | loss: 0.0311334 | val_loss: 0.0311396 | Time: 2253.68 ms [2021-11-29 08:33:38 main:574] : INFO : Epoch 1739 | loss: 0.0311346 | val_loss: 0.0311403 | Time: 2237.59 ms [2021-11-29 08:33:40 main:574] : INFO : Epoch 1740 | loss: 0.0311361 | val_loss: 0.0311414 | Time: 2219.35 ms [2021-11-29 08:33:43 main:574] : INFO : Epoch 1741 | loss: 0.0311343 | val_loss: 0.031139 | Time: 2243.51 ms [2021-11-29 08:33:45 main:574] : INFO : Epoch 1742 | loss: 0.0311334 | val_loss: 0.0311381 | Time: 2244.06 ms [2021-11-29 08:33:47 main:574] : INFO : Epoch 1743 | loss: 0.0311356 | val_loss: 0.0311383 | Time: 2219.93 ms [2021-11-29 08:33:49 main:574] : INFO : Epoch 1744 | loss: 0.0311338 | val_loss: 0.0311373 | Time: 2257.91 ms [2021-11-29 08:33:52 main:574] : INFO : Epoch 1745 | loss: 0.0311353 | val_loss: 0.0311379 | Time: 2240.98 ms [2021-11-29 08:33:54 main:574] : INFO : Epoch 1746 | loss: 0.0311351 | val_loss: 0.0311401 | Time: 2225.97 ms [2021-11-29 08:33:56 main:574] : INFO : Epoch 1747 | loss: 0.0311349 | val_loss: 0.0311382 | Time: 2224.25 ms [2021-11-29 08:33:58 main:574] : INFO : Epoch 1748 | loss: 0.0311356 | val_loss: 0.031141 | Time: 2239.31 ms [2021-11-29 08:34:00 main:574] : INFO : Epoch 1749 | loss: 0.0311337 | val_loss: 0.0311372 | Time: 2241.68 ms [2021-11-29 08:34:03 main:574] : INFO : Epoch 1750 | loss: 0.031133 | val_loss: 0.0311359 | Time: 2253.61 ms [2021-11-29 08:34:05 main:574] : INFO : Epoch 1751 | loss: 0.0311325 | val_loss: 0.0311396 | Time: 2202.06 ms [2021-11-29 08:34:07 main:574] : INFO : Epoch 1752 | loss: 0.0311336 | val_loss: 0.0311382 | Time: 2238.28 ms [2021-11-29 08:34:09 main:574] : INFO : Epoch 1753 | loss: 0.0311328 | val_loss: 0.0311391 | Time: 2212.31 ms [2021-11-29 08:34:12 main:574] : INFO : Epoch 1754 | loss: 0.0311324 | val_loss: 0.0311368 | Time: 2249.28 ms [2021-11-29 08:34:14 main:574] : INFO : Epoch 1755 | loss: 0.03113 | val_loss: 0.0311378 | Time: 2248.36 ms [2021-11-29 08:34:16 main:574] : INFO : Epoch 1756 | loss: 0.0311293 | val_loss: 0.0311337 | Time: 2248.7 ms [2021-11-29 08:34:18 main:574] : INFO : Epoch 1757 | loss: 0.0311276 | val_loss: 0.0311432 | Time: 2268.65 ms [2021-11-29 08:34:21 main:574] : INFO : Epoch 1758 | loss: 0.0311273 | val_loss: 0.0311328 | Time: 2228.78 ms [2021-11-29 08:34:23 main:574] : INFO : Epoch 1759 | loss: 0.031129 | val_loss: 0.0311419 | Time: 2204.79 ms [2021-11-29 08:34:25 main:574] : INFO : Epoch 1760 | loss: 0.0311333 | val_loss: 0.0311351 | Time: 2223.4 ms [2021-11-29 08:34:27 main:574] : INFO : Epoch 1761 | loss: 0.0311281 | val_loss: 0.0311349 | Time: 2245.73 ms [2021-11-29 08:34:30 main:574] : INFO : Epoch 1762 | loss: 0.0311262 | val_loss: 0.031133 | Time: 2226.85 ms [2021-11-29 08:34:32 main:574] : INFO : Epoch 1763 | loss: 0.0311256 | val_loss: 0.0311343 | Time: 2260.74 ms [2021-11-29 08:34:34 main:574] : INFO : Epoch 1764 | loss: 0.0311254 | val_loss: 0.0311343 | Time: 2212.43 ms [2021-11-29 08:34:36 main:574] : INFO : Epoch 1765 | loss: 0.0311235 | val_loss: 0.0311312 | Time: 2240.59 ms [2021-11-29 08:34:38 main:574] : INFO : Epoch 1766 | loss: 0.0311239 | val_loss: 0.0311311 | Time: 2221.55 ms [2021-11-29 08:34:41 main:574] : INFO : Epoch 1767 | loss: 0.0311271 | val_loss: 0.0311324 | Time: 2213.43 ms [2021-11-29 08:34:43 main:574] : INFO : Epoch 1768 | loss: 0.0311236 | val_loss: 0.0311288 | Time: 2199.55 ms [2021-11-29 08:34:45 main:574] : INFO : Epoch 1769 | loss: 0.0311196 | val_loss: 0.0311261 | Time: 2234.22 ms [2021-11-29 08:34:47 main:574] : INFO : Epoch 1770 | loss: 0.0311188 | val_loss: 0.031127 | Time: 2242.02 ms [2021-11-29 08:34:50 main:574] : INFO : Epoch 1771 | loss: 0.0311209 | val_loss: 0.0311275 | Time: 2267.55 ms [2021-11-29 08:34:52 main:574] : INFO : Epoch 1772 | loss: 0.031122 | val_loss: 0.0311304 | Time: 2232.74 ms [2021-11-29 08:34:54 main:574] : INFO : Epoch 1773 | loss: 0.0311347 | val_loss: 0.031149 | Time: 2226.22 ms [2021-11-29 08:34:56 main:574] : INFO : Epoch 1774 | loss: 0.031135 | val_loss: 0.0311329 | Time: 2208.57 ms [2021-11-29 08:34:59 main:574] : INFO : Epoch 1775 | loss: 0.0311292 | val_loss: 0.0311331 | Time: 2249.8 ms [2021-11-29 08:35:01 main:574] : INFO : Epoch 1776 | loss: 0.0311277 | val_loss: 0.0311304 | Time: 2239.49 ms [2021-11-29 08:35:03 main:574] : INFO : Epoch 1777 | loss: 0.0311268 | val_loss: 0.0311324 | Time: 2238.77 ms [2021-11-29 08:35:05 main:574] : INFO : Epoch 1778 | loss: 0.0311264 | val_loss: 0.0311327 | Time: 2273.05 ms [2021-11-29 08:35:08 main:574] : INFO : Epoch 1779 | loss: 0.0311263 | val_loss: 0.0311359 | Time: 2230.24 ms [2021-11-29 08:35:10 main:574] : INFO : Epoch 1780 | loss: 0.0311276 | val_loss: 0.0311333 | Time: 2206.55 ms [2021-11-29 08:35:12 main:574] : INFO : Epoch 1781 | loss: 0.0311254 | val_loss: 0.0311315 | Time: 2273.43 ms [2021-11-29 08:35:14 main:574] : INFO : Epoch 1782 | loss: 0.0311233 | val_loss: 0.0311306 | Time: 2215.36 ms [2021-11-29 08:35:17 main:574] : INFO : Epoch 1783 | loss: 0.0311236 | val_loss: 0.0311323 | Time: 2230.73 ms [2021-11-29 08:35:19 main:574] : INFO : Epoch 1784 | loss: 0.0311222 | val_loss: 0.0311307 | Time: 2209.91 ms [2021-11-29 08:35:21 main:574] : INFO : Epoch 1785 | loss: 0.0311218 | val_loss: 0.0311309 | Time: 2246.84 ms [2021-11-29 08:35:23 main:574] : INFO : Epoch 1786 | loss: 0.0311218 | val_loss: 0.0311304 | Time: 2196.69 ms [2021-11-29 08:35:25 main:574] : INFO : Epoch 1787 | loss: 0.0311214 | val_loss: 0.031131 | Time: 2233.98 ms [2021-11-29 08:35:28 main:574] : INFO : Epoch 1788 | loss: 0.0311207 | val_loss: 0.031133 | Time: 2249.62 ms [2021-11-29 08:35:30 main:574] : INFO : Epoch 1789 | loss: 0.0311221 | val_loss: 0.031131 | Time: 2235.56 ms [2021-11-29 08:35:32 main:574] : INFO : Epoch 1790 | loss: 0.031123 | val_loss: 0.0311302 | Time: 2234.61 ms [2021-11-29 08:35:34 main:574] : INFO : Epoch 1791 | loss: 0.0311249 | val_loss: 0.0311307 | Time: 2261.44 ms [2021-11-29 08:35:37 main:574] : INFO : Epoch 1792 | loss: 0.0311282 | val_loss: 0.0311308 | Time: 2229.85 ms [2021-11-29 08:35:39 main:574] : INFO : Epoch 1793 | loss: 0.0311254 | val_loss: 0.0311318 | Time: 2236 ms [2021-11-29 08:35:41 main:574] : INFO : Epoch 1794 | loss: 0.0311257 | val_loss: 0.0311302 | Time: 2224.26 ms [2021-11-29 08:35:43 main:574] : INFO : Epoch 1795 | loss: 0.0311243 | val_loss: 0.0311271 | Time: 2220.13 ms [2021-11-29 08:35:46 main:574] : INFO : Epoch 1796 | loss: 0.0311227 | val_loss: 0.0311327 | Time: 2250.66 ms [2021-11-29 08:35:48 main:574] : INFO : Epoch 1797 | loss: 0.0311232 | val_loss: 0.0311279 | Time: 2225.81 ms [2021-11-29 08:35:50 main:574] : INFO : Epoch 1798 | loss: 0.0311237 | val_loss: 0.0311297 | Time: 2230.88 ms [2021-11-29 08:35:52 main:574] : INFO : Epoch 1799 | loss: 0.0311232 | val_loss: 0.0311287 | Time: 2228.89 ms [2021-11-29 08:35:55 main:574] : INFO : Epoch 1800 | loss: 0.0311235 | val_loss: 0.0311281 | Time: 2251.74 ms [2021-11-29 08:35:57 main:574] : INFO : Epoch 1801 | loss: 0.0311215 | val_loss: 0.0311266 | Time: 2221.15 ms [2021-11-29 08:35:59 main:574] : INFO : Epoch 1802 | loss: 0.0311208 | val_loss: 0.031127 | Time: 2230.28 ms [2021-11-29 08:36:01 main:574] : INFO : Epoch 1803 | loss: 0.0311208 | val_loss: 0.031123 | Time: 2279.75 ms [2021-11-29 08:36:04 main:574] : INFO : Epoch 1804 | loss: 0.0311163 | val_loss: 0.0311252 | Time: 2231.11 ms [2021-11-29 08:36:06 main:574] : INFO : Epoch 1805 | loss: 0.0311187 | val_loss: 0.0311308 | Time: 2245.58 ms [2021-11-29 08:36:08 main:574] : INFO : Epoch 1806 | loss: 0.0311202 | val_loss: 0.0311318 | Time: 2251.6 ms [2021-11-29 08:36:10 main:574] : INFO : Epoch 1807 | loss: 0.0311191 | val_loss: 0.0311255 | Time: 2215.7 ms [2021-11-29 08:36:12 main:574] : INFO : Epoch 1808 | loss: 0.0311174 | val_loss: 0.031126 | Time: 2232.33 ms [2021-11-29 08:36:15 main:574] : INFO : Epoch 1809 | loss: 0.0311169 | val_loss: 0.0311238 | Time: 2207.73 ms [2021-11-29 08:36:17 main:574] : INFO : Epoch 1810 | loss: 0.0311208 | val_loss: 0.0311253 | Time: 2219.08 ms [2021-11-29 08:36:19 main:574] : INFO : Epoch 1811 | loss: 0.0311178 | val_loss: 0.0311312 | Time: 2236.81 ms [2021-11-29 08:36:21 main:574] : INFO : Epoch 1812 | loss: 0.031121 | val_loss: 0.0311234 | Time: 2243.7 ms [2021-11-29 08:36:24 main:574] : INFO : Epoch 1813 | loss: 0.0311154 | val_loss: 0.0311247 | Time: 2233.22 ms [2021-11-29 08:36:26 main:574] : INFO : Epoch 1814 | loss: 0.0311154 | val_loss: 0.0311272 | Time: 2236.37 ms [2021-11-29 08:36:28 main:574] : INFO : Epoch 1815 | loss: 0.0311164 | val_loss: 0.0311257 | Time: 2226.81 ms [2021-11-29 08:36:30 main:574] : INFO : Epoch 1816 | loss: 0.0311161 | val_loss: 0.0311239 | Time: 2228.82 ms [2021-11-29 08:36:33 main:574] : INFO : Epoch 1817 | loss: 0.0311131 | val_loss: 0.0311218 | Time: 2233.04 ms [2021-11-29 08:36:35 main:574] : INFO : Epoch 1818 | loss: 0.0311149 | val_loss: 0.0311254 | Time: 2233.24 ms [2021-11-29 08:36:37 main:574] : INFO : Epoch 1819 | loss: 0.0311176 | val_loss: 0.0311252 | Time: 2214.73 ms [2021-11-29 08:36:39 main:574] : INFO : Epoch 1820 | loss: 0.0311163 | val_loss: 0.0311259 | Time: 2256.75 ms [2021-11-29 08:36:42 main:574] : INFO : Epoch 1821 | loss: 0.0311165 | val_loss: 0.0311247 | Time: 2232.38 ms [2021-11-29 08:36:44 main:574] : INFO : Epoch 1822 | loss: 0.0311156 | val_loss: 0.0311248 | Time: 2245.98 ms [2021-11-29 08:36:46 main:574] : INFO : Epoch 1823 | loss: 0.0311138 | val_loss: 0.0311238 | Time: 2224.75 ms [2021-11-29 08:36:48 main:574] : INFO : Epoch 1824 | loss: 0.031113 | val_loss: 0.0311232 | Time: 2221.96 ms [2021-11-29 08:36:50 main:574] : INFO : Epoch 1825 | loss: 0.0311135 | val_loss: 0.0311226 | Time: 2241.53 ms [2021-11-29 08:36:53 main:574] : INFO : Epoch 1826 | loss: 0.0311154 | val_loss: 0.0311287 | Time: 2212.71 ms [2021-11-29 08:36:55 main:574] : INFO : Epoch 1827 | loss: 0.0311155 | val_loss: 0.031127 | Time: 2206.61 ms [2021-11-29 08:36:57 main:574] : INFO : Epoch 1828 | loss: 0.0311166 | val_loss: 0.0311245 | Time: 2238.42 ms [2021-11-29 08:36:59 main:574] : INFO : Epoch 1829 | loss: 0.0311145 | val_loss: 0.0311227 | Time: 2216.36 ms [2021-11-29 08:37:02 main:574] : INFO : Epoch 1830 | loss: 0.0311153 | val_loss: 0.0311232 | Time: 2253.49 ms [2021-11-29 08:37:04 main:574] : INFO : Epoch 1831 | loss: 0.031117 | val_loss: 0.0311301 | Time: 2248.18 ms [2021-11-29 08:37:06 main:574] : INFO : Epoch 1832 | loss: 0.0311194 | val_loss: 0.0311235 | Time: 2248.61 ms [2021-11-29 08:37:08 main:574] : INFO : Epoch 1833 | loss: 0.0311184 | val_loss: 0.0311244 | Time: 2209.91 ms [2021-11-29 08:37:11 main:574] : INFO : Epoch 1834 | loss: 0.0311168 | val_loss: 0.0311236 | Time: 2239.93 ms [2021-11-29 08:37:13 main:574] : INFO : Epoch 1835 | loss: 0.0311182 | val_loss: 0.0311256 | Time: 2213.38 ms [2021-11-29 08:37:15 main:574] : INFO : Epoch 1836 | loss: 0.0311188 | val_loss: 0.0311236 | Time: 2214.14 ms [2021-11-29 08:37:17 main:574] : INFO : Epoch 1837 | loss: 0.0311175 | val_loss: 0.0311283 | Time: 2238.87 ms [2021-11-29 08:37:20 main:574] : INFO : Epoch 1838 | loss: 0.0311175 | val_loss: 0.0311235 | Time: 2259.85 ms [2021-11-29 08:37:22 main:574] : INFO : Epoch 1839 | loss: 0.0311166 | val_loss: 0.0311243 | Time: 2220.03 ms [2021-11-29 08:37:24 main:574] : INFO : Epoch 1840 | loss: 0.0311151 | val_loss: 0.0311234 | Time: 2196.19 ms [2021-11-29 08:37:26 main:574] : INFO : Epoch 1841 | loss: 0.0311124 | val_loss: 0.0311262 | Time: 2250.5 ms [2021-11-29 08:37:28 main:574] : INFO : Epoch 1842 | loss: 0.0311118 | val_loss: 0.0311235 | Time: 2198.48 ms [2021-11-29 08:37:31 main:574] : INFO : Epoch 1843 | loss: 0.0311122 | val_loss: 0.0311221 | Time: 2245.04 ms [2021-11-29 08:37:33 main:574] : INFO : Epoch 1844 | loss: 0.0311114 | val_loss: 0.0311236 | Time: 2254.13 ms [2021-11-29 08:37:35 main:574] : INFO : Epoch 1845 | loss: 0.0311127 | val_loss: 0.0311263 | Time: 2234.99 ms [2021-11-29 08:37:37 main:574] : INFO : Epoch 1846 | loss: 0.0311123 | val_loss: 0.0311253 | Time: 2231.09 ms [2021-11-29 08:37:40 main:574] : INFO : Epoch 1847 | loss: 0.0311127 | val_loss: 0.0311257 | Time: 2227.68 ms [2021-11-29 08:37:42 main:574] : INFO : Epoch 1848 | loss: 0.0311123 | val_loss: 0.0311256 | Time: 2265.2 ms [2021-11-29 08:37:44 main:574] : INFO : Epoch 1849 | loss: 0.0311112 | val_loss: 0.031123 | Time: 2231.51 ms [2021-11-29 08:37:46 main:574] : INFO : Epoch 1850 | loss: 0.0311114 | val_loss: 0.0311357 | Time: 2236.75 ms [2021-11-29 08:37:49 main:574] : INFO : Epoch 1851 | loss: 0.0311131 | val_loss: 0.0311244 | Time: 2215.14 ms [2021-11-29 08:37:51 main:574] : INFO : Epoch 1852 | loss: 0.0311114 | val_loss: 0.0311262 | Time: 2239.17 ms [2021-11-29 08:37:53 main:574] : INFO : Epoch 1853 | loss: 0.0311103 | val_loss: 0.031122 | Time: 2240.6 ms [2021-11-29 08:37:55 main:574] : INFO : Epoch 1854 | loss: 0.0311094 | val_loss: 0.0311326 | Time: 2258.02 ms [2021-11-29 08:37:58 main:574] : INFO : Epoch 1855 | loss: 0.0311133 | val_loss: 0.0311247 | Time: 2240.75 ms [2021-11-29 08:38:00 main:574] : INFO : Epoch 1856 | loss: 0.0311096 | val_loss: 0.0311208 | Time: 2281.94 ms [2021-11-29 08:38:02 main:574] : INFO : Epoch 1857 | loss: 0.0311093 | val_loss: 0.0311283 | Time: 2204.55 ms [2021-11-29 08:38:04 main:574] : INFO : Epoch 1858 | loss: 0.0311104 | val_loss: 0.0311243 | Time: 2244.13 ms [2021-11-29 08:38:07 main:574] : INFO : Epoch 1859 | loss: 0.03111 | val_loss: 0.0311264 | Time: 2216.99 ms [2021-11-29 08:38:09 main:574] : INFO : Epoch 1860 | loss: 0.0311121 | val_loss: 0.0311259 | Time: 2227.03 ms [2021-11-29 08:38:11 main:574] : INFO : Epoch 1861 | loss: 0.0311083 | val_loss: 0.0311237 | Time: 2220.75 ms [2021-11-29 08:38:13 main:574] : INFO : Epoch 1862 | loss: 0.031109 | val_loss: 0.0311309 | Time: 2223.75 ms [2021-11-29 08:38:15 main:574] : INFO : Epoch 1863 | loss: 0.0311115 | val_loss: 0.0311274 | Time: 2251.31 ms [2021-11-29 08:38:18 main:574] : INFO : Epoch 1864 | loss: 0.0311126 | val_loss: 0.0311272 | Time: 2224.01 ms [2021-11-29 08:38:20 main:574] : INFO : Epoch 1865 | loss: 0.0311191 | val_loss: 0.0311298 | Time: 2211.52 ms [2021-11-29 08:38:22 main:574] : INFO : Epoch 1866 | loss: 0.0311194 | val_loss: 0.0311295 | Time: 2232.58 ms [2021-11-29 08:38:24 main:574] : INFO : Epoch 1867 | loss: 0.0311206 | val_loss: 0.0311273 | Time: 2232.1 ms [2021-11-29 08:38:27 main:574] : INFO : Epoch 1868 | loss: 0.0311172 | val_loss: 0.0311278 | Time: 2248.59 ms [2021-11-29 08:38:29 main:574] : INFO : Epoch 1869 | loss: 0.0311161 | val_loss: 0.0311278 | Time: 2243.02 ms [2021-11-29 08:38:31 main:574] : INFO : Epoch 1870 | loss: 0.031113 | val_loss: 0.0311247 | Time: 2227.37 ms [2021-11-29 08:38:33 main:574] : INFO : Epoch 1871 | loss: 0.0311148 | val_loss: 0.0311231 | Time: 2227.84 ms [2021-11-29 08:38:36 main:574] : INFO : Epoch 1872 | loss: 0.0311185 | val_loss: 0.031126 | Time: 2268.95 ms [2021-11-29 08:38:38 main:574] : INFO : Epoch 1873 | loss: 0.0311177 | val_loss: 0.0311227 | Time: 2247.64 ms [2021-11-29 08:38:40 main:574] : INFO : Epoch 1874 | loss: 0.0311149 | val_loss: 0.0311225 | Time: 2274.55 ms [2021-11-29 08:38:42 main:574] : INFO : Epoch 1875 | loss: 0.0311161 | val_loss: 0.031124 | Time: 2189.56 ms [2021-11-29 08:38:45 main:574] : INFO : Epoch 1876 | loss: 0.031122 | val_loss: 0.0311263 | Time: 2227.81 ms [2021-11-29 08:38:47 main:574] : INFO : Epoch 1877 | loss: 0.0311163 | val_loss: 0.0311292 | Time: 2230.13 ms [2021-11-29 08:38:49 main:574] : INFO : Epoch 1878 | loss: 0.031115 | val_loss: 0.0311323 | Time: 2224.46 ms [2021-11-29 08:38:51 main:574] : INFO : Epoch 1879 | loss: 0.0311163 | val_loss: 0.0311264 | Time: 2259.21 ms [2021-11-29 08:38:53 main:574] : INFO : Epoch 1880 | loss: 0.031113 | val_loss: 0.0311231 | Time: 2223.67 ms [2021-11-29 08:38:56 main:574] : INFO : Epoch 1881 | loss: 0.0311136 | val_loss: 0.0311222 | Time: 2240.81 ms [2021-11-29 08:38:58 main:574] : INFO : Epoch 1882 | loss: 0.0311129 | val_loss: 0.0311183 | Time: 2246.62 ms [2021-11-29 08:39:00 main:574] : INFO : Epoch 1883 | loss: 0.0311117 | val_loss: 0.0311276 | Time: 2247.41 ms [2021-11-29 08:39:02 main:574] : INFO : Epoch 1884 | loss: 0.0311109 | val_loss: 0.0311286 | Time: 2250.53 ms [2021-11-29 08:39:05 main:574] : INFO : Epoch 1885 | loss: 0.0311097 | val_loss: 0.0311207 | Time: 2233.22 ms [2021-11-29 08:39:07 main:574] : INFO : Epoch 1886 | loss: 0.0311135 | val_loss: 0.0311232 | Time: 2228.44 ms [2021-11-29 08:39:09 main:574] : INFO : Epoch 1887 | loss: 0.0311124 | val_loss: 0.031122 | Time: 2248.29 ms [2021-11-29 08:39:11 main:574] : INFO : Epoch 1888 | loss: 0.0311098 | val_loss: 0.0311186 | Time: 2243.8 ms [2021-11-29 08:39:14 main:574] : INFO : Epoch 1889 | loss: 0.031109 | val_loss: 0.0311176 | Time: 2251.5 ms [2021-11-29 08:39:16 main:574] : INFO : Epoch 1890 | loss: 0.0311087 | val_loss: 0.0311188 | Time: 2233.15 ms [2021-11-29 08:39:18 main:574] : INFO : Epoch 1891 | loss: 0.031109 | val_loss: 0.03112 | Time: 2216.13 ms [2021-11-29 08:39:20 main:574] : INFO : Epoch 1892 | loss: 0.0311084 | val_loss: 0.0311188 | Time: 2226.32 ms [2021-11-29 08:39:23 main:574] : INFO : Epoch 1893 | loss: 0.0311065 | val_loss: 0.0311194 | Time: 2213.36 ms [2021-11-29 08:39:25 main:574] : INFO : Epoch 1894 | loss: 0.0311074 | val_loss: 0.031119 | Time: 2232.87 ms [2021-11-29 08:39:27 main:574] : INFO : Epoch 1895 | loss: 0.0311059 | val_loss: 0.0311195 | Time: 2237.02 ms [2021-11-29 08:39:29 main:574] : INFO : Epoch 1896 | loss: 0.0311065 | val_loss: 0.0311227 | Time: 2228.24 ms [2021-11-29 08:39:32 main:574] : INFO : Epoch 1897 | loss: 0.0311089 | val_loss: 0.0311221 | Time: 2228.48 ms [2021-11-29 08:39:34 main:574] : INFO : Epoch 1898 | loss: 0.0311051 | val_loss: 0.0311329 | Time: 2253.23 ms [2021-11-29 08:39:36 main:574] : INFO : Epoch 1899 | loss: 0.0311071 | val_loss: 0.0311316 | Time: 2229.29 ms [2021-11-29 08:39:38 main:574] : INFO : Epoch 1900 | loss: 0.031107 | val_loss: 0.0311198 | Time: 2220.14 ms [2021-11-29 08:39:40 main:574] : INFO : Epoch 1901 | loss: 0.0311114 | val_loss: 0.0311254 | Time: 2232.81 ms [2021-11-29 08:39:43 main:574] : INFO : Epoch 1902 | loss: 0.0311085 | val_loss: 0.0311203 | Time: 2228.93 ms [2021-11-29 08:39:45 main:574] : INFO : Epoch 1903 | loss: 0.0311159 | val_loss: 0.0311224 | Time: 2253.59 ms [2021-11-29 08:39:47 main:574] : INFO : Epoch 1904 | loss: 0.0311211 | val_loss: 0.0311363 | Time: 2226.3 ms [2021-11-29 08:39:49 main:574] : INFO : Epoch 1905 | loss: 0.0311206 | val_loss: 0.0311229 | Time: 2226.5 ms [2021-11-29 08:39:52 main:574] : INFO : Epoch 1906 | loss: 0.0311367 | val_loss: 0.0311417 | Time: 2239.94 ms [2021-11-29 08:39:54 main:574] : INFO : Epoch 1907 | loss: 0.0311357 | val_loss: 0.0311362 | Time: 2239.96 ms [2021-11-29 08:39:56 main:574] : INFO : Epoch 1908 | loss: 0.0311309 | val_loss: 0.0311313 | Time: 2238.87 ms [2021-11-29 08:39:58 main:574] : INFO : Epoch 1909 | loss: 0.0311268 | val_loss: 0.0311288 | Time: 2242.79 ms [2021-11-29 08:40:01 main:574] : INFO : Epoch 1910 | loss: 0.0311258 | val_loss: 0.0311298 | Time: 2226.16 ms [2021-11-29 08:40:03 main:574] : INFO : Epoch 1911 | loss: 0.0311255 | val_loss: 0.0311333 | Time: 2229.87 ms [2021-11-29 08:40:05 main:574] : INFO : Epoch 1912 | loss: 0.0311268 | val_loss: 0.0311299 | Time: 2220.83 ms [2021-11-29 08:40:07 main:574] : INFO : Epoch 1913 | loss: 0.0311242 | val_loss: 0.0311326 | Time: 2247.58 ms [2021-11-29 08:40:10 main:574] : INFO : Epoch 1914 | loss: 0.0311229 | val_loss: 0.0311291 | Time: 2236.78 ms [2021-11-29 08:40:12 main:574] : INFO : Epoch 1915 | loss: 0.031124 | val_loss: 0.0311277 | Time: 2246.49 ms [2021-11-29 08:40:14 main:574] : INFO : Epoch 1916 | loss: 0.0311245 | val_loss: 0.031127 | Time: 2254.57 ms [2021-11-29 08:40:16 main:574] : INFO : Epoch 1917 | loss: 0.0311231 | val_loss: 0.0311324 | Time: 2229.91 ms [2021-11-29 08:40:19 main:574] : INFO : Epoch 1918 | loss: 0.0311242 | val_loss: 0.0311332 | Time: 2219.53 ms [2021-11-29 08:40:21 main:574] : INFO : Epoch 1919 | loss: 0.0311253 | val_loss: 0.0311357 | Time: 2238.49 ms [2021-11-29 08:40:23 main:574] : INFO : Epoch 1920 | loss: 0.0311219 | val_loss: 0.0311265 | Time: 2237.42 ms [2021-11-29 08:40:25 main:574] : INFO : Epoch 1921 | loss: 0.0311208 | val_loss: 0.0311276 | Time: 2220.26 ms [2021-11-29 08:40:28 main:574] : INFO : Epoch 1922 | loss: 0.031121 | val_loss: 0.031125 | Time: 2257.57 ms [2021-11-29 08:40:30 main:574] : INFO : Epoch 1923 | loss: 0.0311179 | val_loss: 0.0311255 | Time: 2236.82 ms [2021-11-29 08:40:32 main:574] : INFO : Epoch 1924 | loss: 0.0311182 | val_loss: 0.0311259 | Time: 2217.18 ms [2021-11-29 08:40:34 main:574] : INFO : Epoch 1925 | loss: 0.0311174 | val_loss: 0.0311266 | Time: 2246.59 ms [2021-11-29 08:40:36 main:574] : INFO : Epoch 1926 | loss: 0.0311162 | val_loss: 0.031137 | Time: 2239.64 ms [2021-11-29 08:40:39 main:574] : INFO : Epoch 1927 | loss: 0.0311177 | val_loss: 0.0311247 | Time: 2223.86 ms [2021-11-29 08:40:41 main:574] : INFO : Epoch 1928 | loss: 0.0311153 | val_loss: 0.0311243 | Time: 2216.68 ms [2021-11-29 08:40:43 main:574] : INFO : Epoch 1929 | loss: 0.031118 | val_loss: 0.0311229 | Time: 2248.02 ms [2021-11-29 08:40:45 main:574] : INFO : Epoch 1930 | loss: 0.0311152 | val_loss: 0.0311228 | Time: 2204.78 ms [2021-11-29 08:40:48 main:574] : INFO : Epoch 1931 | loss: 0.0311121 | val_loss: 0.0311231 | Time: 2262.23 ms [2021-11-29 08:40:50 main:574] : INFO : Epoch 1932 | loss: 0.0311141 | val_loss: 0.0311253 | Time: 2231.59 ms [2021-11-29 08:40:52 main:574] : INFO : Epoch 1933 | loss: 0.0311156 | val_loss: 0.0311233 | Time: 2236.59 ms [2021-11-29 08:40:54 main:574] : INFO : Epoch 1934 | loss: 0.0311143 | val_loss: 0.0311258 | Time: 2237.99 ms [2021-11-29 08:40:57 main:574] : INFO : Epoch 1935 | loss: 0.0311131 | val_loss: 0.0311203 | Time: 2224.66 ms [2021-11-29 08:40:59 main:574] : INFO : Epoch 1936 | loss: 0.0311129 | val_loss: 0.0311235 | Time: 2242.77 ms [2021-11-29 08:41:01 main:574] : INFO : Epoch 1937 | loss: 0.0311138 | val_loss: 0.0311217 | Time: 2244 ms [2021-11-29 08:41:03 main:574] : INFO : Epoch 1938 | loss: 0.0311093 | val_loss: 0.0311237 | Time: 2255.05 ms [2021-11-29 08:41:06 main:574] : INFO : Epoch 1939 | loss: 0.0311098 | val_loss: 0.0311254 | Time: 2255.68 ms [2021-11-29 08:41:08 main:574] : INFO : Epoch 1940 | loss: 0.0311086 | val_loss: 0.0311204 | Time: 2218.5 ms [2021-11-29 08:41:10 main:574] : INFO : Epoch 1941 | loss: 0.0311098 | val_loss: 0.0311298 | Time: 2257.95 ms [2021-11-29 08:41:12 main:574] : INFO : Epoch 1942 | loss: 0.031128 | val_loss: 0.0311402 | Time: 2232.58 ms [2021-11-29 08:41:15 main:574] : INFO : Epoch 1943 | loss: 0.0311305 | val_loss: 0.0311349 | Time: 2241.49 ms [2021-11-29 08:41:17 main:574] : INFO : Epoch 1944 | loss: 0.0311244 | val_loss: 0.0311345 | Time: 2225.97 ms [2021-11-29 08:41:19 main:574] : INFO : Epoch 1945 | loss: 0.0311232 | val_loss: 0.0311297 | Time: 2253.14 ms [2021-11-29 08:41:21 main:574] : INFO : Epoch 1946 | loss: 0.0311245 | val_loss: 0.0311305 | Time: 2244.57 ms [2021-11-29 08:41:24 main:574] : INFO : Epoch 1947 | loss: 0.0311234 | val_loss: 0.0311273 | Time: 2227.82 ms [2021-11-29 08:41:26 main:574] : INFO : Epoch 1948 | loss: 0.031119 | val_loss: 0.031125 | Time: 2215.82 ms [2021-11-29 08:41:28 main:574] : INFO : Epoch 1949 | loss: 0.0311156 | val_loss: 0.0311269 | Time: 2240.31 ms [2021-11-29 08:41:30 main:574] : INFO : Epoch 1950 | loss: 0.0311141 | val_loss: 0.0311345 | Time: 2239.27 ms [2021-11-29 08:41:32 main:574] : INFO : Epoch 1951 | loss: 0.0311159 | val_loss: 0.0311277 | Time: 2255.1 ms [2021-11-29 08:41:35 main:574] : INFO : Epoch 1952 | loss: 0.0311167 | val_loss: 0.0311261 | Time: 2232.27 ms [2021-11-29 08:41:37 main:574] : INFO : Epoch 1953 | loss: 0.0311183 | val_loss: 0.0311242 | Time: 2247.11 ms [2021-11-29 08:41:39 main:574] : INFO : Epoch 1954 | loss: 0.0311178 | val_loss: 0.0311255 | Time: 2225.04 ms [2021-11-29 08:41:41 main:574] : INFO : Epoch 1955 | loss: 0.031115 | val_loss: 0.0311266 | Time: 2259.38 ms [2021-11-29 08:41:44 main:574] : INFO : Epoch 1956 | loss: 0.0311115 | val_loss: 0.0311246 | Time: 2244.48 ms [2021-11-29 08:41:46 main:574] : INFO : Epoch 1957 | loss: 0.0311142 | val_loss: 0.0311312 | Time: 2235.29 ms [2021-11-29 08:41:48 main:574] : INFO : Epoch 1958 | loss: 0.0311128 | val_loss: 0.0311252 | Time: 2243.34 ms [2021-11-29 08:41:50 main:574] : INFO : Epoch 1959 | loss: 0.0311099 | val_loss: 0.0311276 | Time: 2221.45 ms [2021-11-29 08:41:53 main:574] : INFO : Epoch 1960 | loss: 0.031113 | val_loss: 0.0311246 | Time: 2213.59 ms [2021-11-29 08:41:55 main:574] : INFO : Epoch 1961 | loss: 0.0311194 | val_loss: 0.0311429 | Time: 2240.49 ms [2021-11-29 08:41:57 main:574] : INFO : Epoch 1962 | loss: 0.0311205 | val_loss: 0.0311314 | Time: 2251.68 ms [2021-11-29 08:41:59 main:574] : INFO : Epoch 1963 | loss: 0.0311196 | val_loss: 0.0311298 | Time: 2197.86 ms [2021-11-29 08:42:02 main:574] : INFO : Epoch 1964 | loss: 0.0311208 | val_loss: 0.0311277 | Time: 2230.58 ms [2021-11-29 08:42:04 main:574] : INFO : Epoch 1965 | loss: 0.03112 | val_loss: 0.0311249 | Time: 2230.5 ms [2021-11-29 08:42:06 main:574] : INFO : Epoch 1966 | loss: 0.0311167 | val_loss: 0.0311266 | Time: 2223.39 ms [2021-11-29 08:42:08 main:574] : INFO : Epoch 1967 | loss: 0.0311136 | val_loss: 0.0311228 | Time: 2211.04 ms [2021-11-29 08:42:10 main:574] : INFO : Epoch 1968 | loss: 0.0311114 | val_loss: 0.0311222 | Time: 2242.94 ms [2021-11-29 08:42:13 main:574] : INFO : Epoch 1969 | loss: 0.0311164 | val_loss: 0.0311338 | Time: 2243.95 ms [2021-11-29 08:42:15 main:574] : INFO : Epoch 1970 | loss: 0.0311211 | val_loss: 0.0311273 | Time: 2236.33 ms [2021-11-29 08:42:17 main:574] : INFO : Epoch 1971 | loss: 0.0311164 | val_loss: 0.031128 | Time: 2196.05 ms [2021-11-29 08:42:19 main:574] : INFO : Epoch 1972 | loss: 0.0311149 | val_loss: 0.0311249 | Time: 2234.84 ms [2021-11-29 08:42:22 main:574] : INFO : Epoch 1973 | loss: 0.031112 | val_loss: 0.0311258 | Time: 2222.91 ms [2021-11-29 08:42:24 main:574] : INFO : Epoch 1974 | loss: 0.0311115 | val_loss: 0.0311243 | Time: 2223.6 ms [2021-11-29 08:42:26 main:574] : INFO : Epoch 1975 | loss: 0.0311114 | val_loss: 0.0311319 | Time: 2226.54 ms [2021-11-29 08:42:28 main:574] : INFO : Epoch 1976 | loss: 0.0311143 | val_loss: 0.031125 | Time: 2227.94 ms [2021-11-29 08:42:31 main:574] : INFO : Epoch 1977 | loss: 0.0311114 | val_loss: 0.0311285 | Time: 2237.79 ms [2021-11-29 08:42:33 main:574] : INFO : Epoch 1978 | loss: 0.0311122 | val_loss: 0.0311297 | Time: 2233.72 ms [2021-11-29 08:42:35 main:574] : INFO : Epoch 1979 | loss: 0.0311121 | val_loss: 0.0311307 | Time: 2235.17 ms [2021-11-29 08:42:37 main:574] : INFO : Epoch 1980 | loss: 0.0311091 | val_loss: 0.0311262 | Time: 2193.14 ms [2021-11-29 08:42:39 main:574] : INFO : Epoch 1981 | loss: 0.0311112 | val_loss: 0.0311237 | Time: 2220.05 ms [2021-11-29 08:42:42 main:574] : INFO : Epoch 1982 | loss: 0.0311094 | val_loss: 0.0311213 | Time: 2194.33 ms [2021-11-29 08:42:44 main:574] : INFO : Epoch 1983 | loss: 0.0311089 | val_loss: 0.0311215 | Time: 2244.72 ms [2021-11-29 08:42:46 main:574] : INFO : Epoch 1984 | loss: 0.0311099 | val_loss: 0.0311201 | Time: 2179.02 ms [2021-11-29 08:42:48 main:574] : INFO : Epoch 1985 | loss: 0.0311102 | val_loss: 0.0311201 | Time: 2214.89 ms [2021-11-29 08:42:50 main:574] : INFO : Epoch 1986 | loss: 0.0311077 | val_loss: 0.0311226 | Time: 2197.62 ms [2021-11-29 08:42:53 main:574] : INFO : Epoch 1987 | loss: 0.0311097 | val_loss: 0.0311206 | Time: 2226.42 ms [2021-11-29 08:42:55 main:574] : INFO : Epoch 1988 | loss: 0.0311097 | val_loss: 0.0311224 | Time: 2190.51 ms [2021-11-29 08:42:57 main:574] : INFO : Epoch 1989 | loss: 0.0311095 | val_loss: 0.0311232 | Time: 2215.13 ms [2021-11-29 08:42:59 main:574] : INFO : Epoch 1990 | loss: 0.0311061 | val_loss: 0.0311214 | Time: 2262.3 ms [2021-11-29 08:43:02 main:574] : INFO : Epoch 1991 | loss: 0.0311059 | val_loss: 0.0311204 | Time: 2220.81 ms [2021-11-29 08:43:04 main:574] : INFO : Epoch 1992 | loss: 0.0311045 | val_loss: 0.0311191 | Time: 2222.35 ms [2021-11-29 08:43:06 main:574] : INFO : Epoch 1993 | loss: 0.0311067 | val_loss: 0.0311177 | Time: 2238.5 ms [2021-11-29 08:43:08 main:574] : INFO : Epoch 1994 | loss: 0.0311073 | val_loss: 0.0311182 | Time: 2253.47 ms [2021-11-29 08:43:11 main:574] : INFO : Epoch 1995 | loss: 0.0311073 | val_loss: 0.0311182 | Time: 2213.74 ms [2021-11-29 08:43:13 main:574] : INFO : Epoch 1996 | loss: 0.0311115 | val_loss: 0.0311188 | Time: 2227.91 ms [2021-11-29 08:43:15 main:574] : INFO : Epoch 1997 | loss: 0.0311116 | val_loss: 0.0311203 | Time: 2248.66 ms [2021-11-29 08:43:17 main:574] : INFO : Epoch 1998 | loss: 0.0311075 | val_loss: 0.0311216 | Time: 2232.75 ms [2021-11-29 08:43:20 main:574] : INFO : Epoch 1999 | loss: 0.0311073 | val_loss: 0.0311202 | Time: 2251.32 ms [2021-11-29 08:43:22 main:574] : INFO : Epoch 2000 | loss: 0.0311063 | val_loss: 0.0311214 | Time: 2232.36 ms [2021-11-29 08:43:24 main:574] : INFO : Epoch 2001 | loss: 0.0311087 | val_loss: 0.0311211 | Time: 2245.15 ms [2021-11-29 08:43:26 main:574] : INFO : Epoch 2002 | loss: 0.0311069 | val_loss: 0.0311189 | Time: 2250.61 ms [2021-11-29 08:43:28 main:574] : INFO : Epoch 2003 | loss: 0.0311016 | val_loss: 0.0311168 | Time: 2209.78 ms [2021-11-29 08:43:31 main:574] : INFO : Epoch 2004 | loss: 0.0311057 | val_loss: 0.0311214 | Time: 2226.81 ms [2021-11-29 08:43:33 main:574] : INFO : Epoch 2005 | loss: 0.0311047 | val_loss: 0.0311276 | Time: 2235.3 ms [2021-11-29 08:43:35 main:574] : INFO : Epoch 2006 | loss: 0.031105 | val_loss: 0.0311224 | Time: 2249.15 ms [2021-11-29 08:43:37 main:574] : INFO : Epoch 2007 | loss: 0.0311042 | val_loss: 0.0311241 | Time: 2253.72 ms [2021-11-29 08:43:40 main:574] : INFO : Epoch 2008 | loss: 0.0311016 | val_loss: 0.0311196 | Time: 2214.49 ms [2021-11-29 08:43:42 main:574] : INFO : Epoch 2009 | loss: 0.0311007 | val_loss: 0.0311185 | Time: 2241.17 ms [2021-11-29 08:43:44 main:574] : INFO : Epoch 2010 | loss: 0.0311036 | val_loss: 0.0311187 | Time: 2234.57 ms [2021-11-29 08:43:46 main:574] : INFO : Epoch 2011 | loss: 0.0311052 | val_loss: 0.0311247 | Time: 2232.54 ms [2021-11-29 08:43:49 main:574] : INFO : Epoch 2012 | loss: 0.0311068 | val_loss: 0.0311221 | Time: 2223.31 ms [2021-11-29 08:43:51 main:574] : INFO : Epoch 2013 | loss: 0.0311044 | val_loss: 0.0311197 | Time: 2230.2 ms [2021-11-29 08:43:53 main:574] : INFO : Epoch 2014 | loss: 0.0311049 | val_loss: 0.0311164 | Time: 2220.26 ms [2021-11-29 08:43:55 main:574] : INFO : Epoch 2015 | loss: 0.0311019 | val_loss: 0.0311188 | Time: 2242.98 ms [2021-11-29 08:43:58 main:574] : INFO : Epoch 2016 | loss: 0.0311007 | val_loss: 0.0311187 | Time: 2222.26 ms [2021-11-29 08:44:00 main:574] : INFO : Epoch 2017 | loss: 0.031102 | val_loss: 0.0311281 | Time: 2212.24 ms [2021-11-29 08:44:02 main:574] : INFO : Epoch 2018 | loss: 0.0311055 | val_loss: 0.0311273 | Time: 2245.9 ms [2021-11-29 08:44:04 main:574] : INFO : Epoch 2019 | loss: 0.0311031 | val_loss: 0.0311232 | Time: 2222.76 ms [2021-11-29 08:44:07 main:574] : INFO : Epoch 2020 | loss: 0.0311022 | val_loss: 0.0311319 | Time: 2269.08 ms [2021-11-29 08:44:09 main:574] : INFO : Epoch 2021 | loss: 0.0311068 | val_loss: 0.0311287 | Time: 2220.59 ms [2021-11-29 08:44:11 main:574] : INFO : Epoch 2022 | loss: 0.0311031 | val_loss: 0.0311279 | Time: 2239.2 ms [2021-11-29 08:44:13 main:574] : INFO : Epoch 2023 | loss: 0.0311019 | val_loss: 0.0311182 | Time: 2227.91 ms [2021-11-29 08:44:15 main:574] : INFO : Epoch 2024 | loss: 0.0311001 | val_loss: 0.0311191 | Time: 2198.65 ms [2021-11-29 08:44:18 main:574] : INFO : Epoch 2025 | loss: 0.0311017 | val_loss: 0.0311254 | Time: 2247.33 ms [2021-11-29 08:44:20 main:574] : INFO : Epoch 2026 | loss: 0.0311063 | val_loss: 0.0311211 | Time: 2242.51 ms [2021-11-29 08:44:22 main:574] : INFO : Epoch 2027 | loss: 0.0311102 | val_loss: 0.0311223 | Time: 2186.29 ms [2021-11-29 08:44:24 main:574] : INFO : Epoch 2028 | loss: 0.0311092 | val_loss: 0.0311223 | Time: 2224.71 ms [2021-11-29 08:44:27 main:574] : INFO : Epoch 2029 | loss: 0.0311071 | val_loss: 0.0311257 | Time: 2237.09 ms [2021-11-29 08:44:29 main:574] : INFO : Epoch 2030 | loss: 0.0311058 | val_loss: 0.0311221 | Time: 2256.59 ms [2021-11-29 08:44:31 main:574] : INFO : Epoch 2031 | loss: 0.0311147 | val_loss: 0.0311212 | Time: 2240.26 ms [2021-11-29 08:44:33 main:574] : INFO : Epoch 2032 | loss: 0.0311139 | val_loss: 0.0311224 | Time: 2241.59 ms [2021-11-29 08:44:36 main:574] : INFO : Epoch 2033 | loss: 0.0311103 | val_loss: 0.0311158 | Time: 2233.24 ms [2021-11-29 08:44:38 main:574] : INFO : Epoch 2034 | loss: 0.0311074 | val_loss: 0.031118 | Time: 2200.58 ms [2021-11-29 08:44:40 main:574] : INFO : Epoch 2035 | loss: 0.0311073 | val_loss: 0.0311189 | Time: 2203.47 ms [2021-11-29 08:44:42 main:574] : INFO : Epoch 2036 | loss: 0.0311065 | val_loss: 0.0311324 | Time: 2228.33 ms [2021-11-29 08:44:44 main:574] : INFO : Epoch 2037 | loss: 0.031108 | val_loss: 0.0311298 | Time: 2204.19 ms [2021-11-29 08:44:47 main:574] : INFO : Epoch 2038 | loss: 0.0311065 | val_loss: 0.0311221 | Time: 2274.97 ms [2021-11-29 08:44:49 main:574] : INFO : Epoch 2039 | loss: 0.0311126 | val_loss: 0.0311195 | Time: 2233.41 ms [2021-11-29 08:44:51 main:574] : INFO : Epoch 2040 | loss: 0.0311166 | val_loss: 0.0311259 | Time: 2203.17 ms [2021-11-29 08:44:53 main:574] : INFO : Epoch 2041 | loss: 0.0311183 | val_loss: 0.0311209 | Time: 2252.94 ms [2021-11-29 08:44:56 main:574] : INFO : Epoch 2042 | loss: 0.0311183 | val_loss: 0.0311227 | Time: 2254.42 ms [2021-11-29 08:44:58 main:574] : INFO : Epoch 2043 | loss: 0.0311162 | val_loss: 0.0311264 | Time: 2217.31 ms [2021-11-29 08:45:00 main:574] : INFO : Epoch 2044 | loss: 0.031116 | val_loss: 0.031127 | Time: 2246.72 ms [2021-11-29 08:45:02 main:574] : INFO : Epoch 2045 | loss: 0.0311191 | val_loss: 0.0311291 | Time: 2230.24 ms [2021-11-29 08:45:05 main:574] : INFO : Epoch 2046 | loss: 0.0311185 | val_loss: 0.031129 | Time: 2215.41 ms [2021-11-29 08:45:07 main:574] : INFO : Epoch 2047 | loss: 0.0311192 | val_loss: 0.0311247 | Time: 2246.73 ms [2021-11-29 08:45:09 main:574] : INFO : Epoch 2048 | loss: 0.0311132 | val_loss: 0.0311214 | Time: 2215.68 ms [2021-11-29 08:45:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311214 [2021-11-29 08:45:09 main:603] : INFO : Saving end state to config to file [2021-11-29 08:45:09 main:608] : INFO : Success, exiting.. 08:45:09 (11456): 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)