Task 9193443
| Name | ParityModified-1636180226-19645-2-0_1 |
| Workunit | 6397832 |
| Created | 26 Nov 2021, 5:46:31 UTC |
| Sent | 26 Nov 2021, 7:34:55 UTC |
| Report deadline | 4 Dec 2021, 7:34:55 UTC |
| Received | 28 Nov 2021, 14:54:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 13 sec |
| CPU time | 1 hours 15 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.42 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> : INFO : Epoch 1542 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 2233.73 ms [2021-11-28 15:35:40 main:574] : INFO : Epoch 1543 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 2223.82 ms [2021-11-28 15:35:43 main:574] : INFO : Epoch 1544 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2250.06 ms [2021-11-28 15:35:45 main:574] : INFO : Epoch 1545 | loss: 0.0312475 | val_loss: 0.0312499 | Time: 2218.1 ms [2021-11-28 15:35:47 main:574] : INFO : Epoch 1546 | loss: 0.031247 | val_loss: 0.0312458 | Time: 2250.46 ms [2021-11-28 15:35:49 main:574] : INFO : Epoch 1547 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2220.88 ms [2021-11-28 15:35:51 main:574] : INFO : Epoch 1548 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 2245.65 ms [2021-11-28 15:35:54 main:574] : INFO : Epoch 1549 | loss: 0.031247 | val_loss: 0.0312469 | Time: 2217.28 ms [2021-11-28 15:35:56 main:574] : INFO : Epoch 1550 | loss: 0.0312463 | val_loss: 0.031246 | Time: 2215.73 ms [2021-11-28 15:35:58 main:574] : INFO : Epoch 1551 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 2222.42 ms [2021-11-28 15:36:00 main:574] : INFO : Epoch 1552 | loss: 0.0312463 | val_loss: 0.031247 | Time: 2233.28 ms [2021-11-28 15:36:03 main:574] : INFO : Epoch 1553 | loss: 0.0312469 | val_loss: 0.0312454 | Time: 2226.59 ms [2021-11-28 15:36:05 main:574] : INFO : Epoch 1554 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2261.36 ms [2021-11-28 15:36:07 main:574] : INFO : Epoch 1555 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 2245.68 ms [2021-11-28 15:36:09 main:574] : INFO : Epoch 1556 | loss: 0.0312477 | val_loss: 0.0312462 | Time: 2228.16 ms [2021-11-28 15:36:12 main:574] : INFO : Epoch 1557 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 2226.84 ms [2021-11-28 15:36:14 main:574] : INFO : Epoch 1558 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 2206.96 ms [2021-11-28 15:36:16 main:574] : INFO : Epoch 1559 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2226.64 ms [2021-11-28 15:36:18 main:574] : INFO : Epoch 1560 | loss: 0.0312484 | val_loss: 0.0312459 | Time: 2251.12 ms [2021-11-28 15:36:21 main:574] : INFO : Epoch 1561 | loss: 0.0312474 | val_loss: 0.031247 | Time: 2202.12 ms [2021-11-28 15:36:23 main:574] : INFO : Epoch 1562 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 2226.64 ms [2021-11-28 15:36:25 main:574] : INFO : Epoch 1563 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2216.91 ms [2021-11-28 15:36:27 main:574] : INFO : Epoch 1564 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2203.97 ms [2021-11-28 15:36:29 main:574] : INFO : Epoch 1565 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 2252.2 ms [2021-11-28 15:36:32 main:574] : INFO : Epoch 1566 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 2263.3 ms [2021-11-28 15:36:34 main:574] : INFO : Epoch 1567 | loss: 0.0312477 | val_loss: 0.0312458 | Time: 2232.37 ms [2021-11-28 15:36:36 main:574] : INFO : Epoch 1568 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 2228.02 ms [2021-11-28 15:36:38 main:574] : INFO : Epoch 1569 | loss: 0.0312473 | val_loss: 0.031247 | Time: 2225 ms [2021-11-28 15:36:41 main:574] : INFO : Epoch 1570 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 2212.25 ms [2021-11-28 15:36:43 main:574] : INFO : Epoch 1571 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 2252.08 ms [2021-11-28 15:36:45 main:574] : INFO : Epoch 1572 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2244.97 ms [2021-11-28 15:36:47 main:574] : INFO : Epoch 1573 | loss: 0.0312467 | val_loss: 0.0312484 | Time: 2191.64 ms [2021-11-28 15:36:50 main:574] : INFO : Epoch 1574 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2237.39 ms [2021-11-28 15:36:52 main:574] : INFO : Epoch 1575 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2199.77 ms [2021-11-28 15:36:54 main:574] : INFO : Epoch 1576 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 2237.24 ms [2021-11-28 15:36:56 main:574] : INFO : Epoch 1577 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2241.24 ms [2021-11-28 15:36:58 main:574] : INFO : Epoch 1578 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 2228.81 ms [2021-11-28 15:37:01 main:574] : INFO : Epoch 1579 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 2201.74 ms [2021-11-28 15:37:03 main:574] : INFO : Epoch 1580 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 2248.86 ms [2021-11-28 15:37:05 main:574] : INFO : Epoch 1581 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 2223.26 ms [2021-11-28 15:37:07 main:574] : INFO : Epoch 1582 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 2220.86 ms [2021-11-28 15:37:10 main:574] : INFO : Epoch 1583 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2228.73 ms [2021-11-28 15:37:12 main:574] : INFO : Epoch 1584 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2215.87 ms [2021-11-28 15:37:14 main:574] : INFO : Epoch 1585 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2229.31 ms [2021-11-28 15:37:16 main:574] : INFO : Epoch 1586 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 2231.84 ms [2021-11-28 15:37:18 main:574] : INFO : Epoch 1587 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 2208.64 ms [2021-11-28 15:37:21 main:574] : INFO : Epoch 1588 | loss: 0.031247 | val_loss: 0.0312458 | Time: 2229.84 ms [2021-11-28 15:37:23 main:574] : INFO : Epoch 1589 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2232.62 ms [2021-11-28 15:37:25 main:574] : INFO : Epoch 1590 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2274.16 ms [2021-11-28 15:37:27 main:574] : INFO : Epoch 1591 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 2206.8 ms [2021-11-28 15:37:30 main:574] : INFO : Epoch 1592 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 2208.72 ms [2021-11-28 15:37:32 main:574] : INFO : Epoch 1593 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2236.69 ms [2021-11-28 15:37:34 main:574] : INFO : Epoch 1594 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 2253.3 ms [2021-11-28 15:37:36 main:574] : INFO : Epoch 1595 | loss: 0.0312473 | val_loss: 0.0312509 | Time: 2246.82 ms [2021-11-28 15:37:39 main:574] : INFO : Epoch 1596 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 2227.8 ms [2021-11-28 15:37:41 main:574] : INFO : Epoch 1597 | loss: 0.031248 | val_loss: 0.0312468 | Time: 2242.27 ms [2021-11-28 15:37:43 main:574] : INFO : Epoch 1598 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 2215.68 ms [2021-11-28 15:37:46 main:574] : INFO : Epoch 1599 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2544.69 ms [2021-11-28 15:37:48 main:574] : INFO : Epoch 1600 | loss: 0.0312469 | val_loss: 0.0312455 | Time: 2186.45 ms [2021-11-28 15:37:50 main:574] : INFO : Epoch 1601 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2206.45 ms [2021-11-28 15:37:52 main:574] : INFO : Epoch 1602 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2251.72 ms [2021-11-28 15:37:55 main:574] : INFO : Epoch 1603 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2244.76 ms [2021-11-28 15:37:57 main:574] : INFO : Epoch 1604 | loss: 0.0312468 | val_loss: 0.031248 | Time: 2252.98 ms [2021-11-28 15:37:59 main:574] : INFO : Epoch 1605 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2222.55 ms [2021-11-28 15:38:01 main:574] : INFO : Epoch 1606 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 2230.34 ms [2021-11-28 15:38:04 main:574] : INFO : Epoch 1607 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 2244.17 ms [2021-11-28 15:38:06 main:574] : INFO : Epoch 1608 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2233.89 ms [2021-11-28 15:38:08 main:574] : INFO : Epoch 1609 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 2283.64 ms [2021-11-28 15:38:10 main:574] : INFO : Epoch 1610 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 2231.71 ms [2021-11-28 15:38:13 main:574] : INFO : Epoch 1611 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 2256.86 ms [2021-11-28 15:38:15 main:574] : INFO : Epoch 1612 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 2219.96 ms [2021-11-28 15:38:17 main:574] : INFO : Epoch 1613 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 2234 ms [2021-11-28 15:38:19 main:574] : INFO : Epoch 1614 | loss: 0.031247 | val_loss: 0.0312467 | Time: 2230.14 ms [2021-11-28 15:38:21 main:574] : INFO : Epoch 1615 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2249.83 ms [2021-11-28 15:38:24 main:574] : INFO : Epoch 1616 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 2203.94 ms [2021-11-28 15:38:26 main:574] : INFO : Epoch 1617 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 2239.55 ms [2021-11-28 15:38:28 main:574] : INFO : Epoch 1618 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2238.15 ms [2021-11-28 15:38:30 main:574] : INFO : Epoch 1619 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 2226.79 ms [2021-11-28 15:38:33 main:574] : INFO : Epoch 1620 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 2230.98 ms [2021-11-28 15:38:35 main:574] : INFO : Epoch 1621 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 2245.2 ms [2021-11-28 15:38:37 main:574] : INFO : Epoch 1622 | loss: 0.031246 | val_loss: 0.0312468 | Time: 2241.21 ms [2021-11-28 15:38:39 main:574] : INFO : Epoch 1623 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2231.24 ms [2021-11-28 15:38:42 main:574] : INFO : Epoch 1624 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 2226.91 ms [2021-11-28 15:38:44 main:574] : INFO : Epoch 1625 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 2249.7 ms [2021-11-28 15:38:46 main:574] : INFO : Epoch 1626 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2217.65 ms [2021-11-28 15:38:48 main:574] : INFO : Epoch 1627 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2188.11 ms [2021-11-28 15:38:50 main:574] : INFO : Epoch 1628 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 2216.52 ms [2021-11-28 15:38:53 main:574] : INFO : Epoch 1629 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 2231.64 ms [2021-11-28 15:38:55 main:574] : INFO : Epoch 1630 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 2230.41 ms [2021-11-28 15:38:57 main:574] : INFO : Epoch 1631 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 2207.5 ms [2021-11-28 15:38:59 main:574] : INFO : Epoch 1632 | loss: 0.0312465 | val_loss: 0.0312467 | Time: 2260.31 ms [2021-11-28 15:39:02 main:574] : INFO : Epoch 1633 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 2240.42 ms [2021-11-28 15:39:04 main:574] : INFO : Epoch 1634 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2250.45 ms [2021-11-28 15:39:06 main:574] : INFO : Epoch 1635 | loss: 0.031247 | val_loss: 0.0312463 | Time: 2216.6 ms [2021-11-28 15:39:08 main:574] : INFO : Epoch 1636 | loss: 0.0312489 | val_loss: 0.0312468 | Time: 2216.71 ms [2021-11-28 15:39:11 main:574] : INFO : Epoch 1637 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 2220.1 ms [2021-11-28 15:39:13 main:574] : INFO : Epoch 1638 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 2222.26 ms [2021-11-28 15:39:15 main:574] : INFO : Epoch 1639 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2217.85 ms [2021-11-28 15:39:17 main:574] : INFO : Epoch 1640 | loss: 0.0312469 | val_loss: 0.0312478 | Time: 2249.91 ms [2021-11-28 15:39:20 main:574] : INFO : Epoch 1641 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 2231.31 ms [2021-11-28 15:39:22 main:574] : INFO : Epoch 1642 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 2246.18 ms [2021-11-28 15:39:24 main:574] : INFO : Epoch 1643 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2207.51 ms [2021-11-28 15:39:26 main:574] : INFO : Epoch 1644 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2228.61 ms [2021-11-28 15:39:28 main:574] : INFO : Epoch 1645 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2215.33 ms [2021-11-28 15:39:31 main:574] : INFO : Epoch 1646 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 2216.9 ms [2021-11-28 15:39:33 main:574] : INFO : Epoch 1647 | loss: 0.0312482 | val_loss: 0.0312523 | Time: 2216.9 ms [2021-11-28 15:39:35 main:574] : INFO : Epoch 1648 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2227.56 ms [2021-11-28 15:39:37 main:574] : INFO : Epoch 1649 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2281.63 ms [2021-11-28 15:39:40 main:574] : INFO : Epoch 1650 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2258.28 ms [2021-11-28 15:39:42 main:574] : INFO : Epoch 1651 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2247.03 ms [2021-11-28 15:39:44 main:574] : INFO : Epoch 1652 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2230.62 ms [2021-11-28 15:39:46 main:574] : INFO : Epoch 1653 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2236.44 ms [2021-11-28 15:39:49 main:574] : INFO : Epoch 1654 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 2235.71 ms [2021-11-28 15:39:51 main:574] : INFO : Epoch 1655 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2247.01 ms [2021-11-28 15:39:53 main:574] : INFO : Epoch 1656 | loss: 0.031247 | val_loss: 0.0312468 | Time: 2247.17 ms [2021-11-28 15:39:55 main:574] : INFO : Epoch 1657 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2237.22 ms [2021-11-28 15:39:58 main:574] : INFO : Epoch 1658 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2209.43 ms [2021-11-28 15:40:00 main:574] : INFO : Epoch 1659 | loss: 0.031246 | val_loss: 0.031246 | Time: 2225.72 ms [2021-11-28 15:40:02 main:574] : INFO : Epoch 1660 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 2218.33 ms [2021-11-28 15:40:04 main:574] : INFO : Epoch 1661 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2230.19 ms [2021-11-28 15:40:06 main:574] : INFO : Epoch 1662 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2216.83 ms [2021-11-28 15:40:09 main:574] : INFO : Epoch 1663 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2219.69 ms [2021-11-28 15:40:11 main:574] : INFO : Epoch 1664 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2233.72 ms [2021-11-28 15:40:13 main:574] : INFO : Epoch 1665 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2226.06 ms [2021-11-28 15:40:15 main:574] : INFO : Epoch 1666 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2222.61 ms [2021-11-28 15:40:18 main:574] : INFO : Epoch 1667 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 2237.1 ms [2021-11-28 15:40:20 main:574] : INFO : Epoch 1668 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2209.11 ms [2021-11-28 15:40:22 main:574] : INFO : Epoch 1669 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 2231.18 ms [2021-11-28 15:40:24 main:574] : INFO : Epoch 1670 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2221.59 ms [2021-11-28 15:40:27 main:574] : INFO : Epoch 1671 | loss: 0.031246 | val_loss: 0.0312458 | Time: 2227.66 ms [2021-11-28 15:40:29 main:574] : INFO : Epoch 1672 | loss: 0.0312473 | val_loss: 0.031246 | Time: 2231.21 ms [2021-11-28 15:40:31 main:574] : INFO : Epoch 1673 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 2214.5 ms [2021-11-28 15:40:33 main:574] : INFO : Epoch 1674 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 2223.55 ms [2021-11-28 15:40:35 main:574] : INFO : Epoch 1675 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2220.83 ms [2021-11-28 15:40:38 main:574] : INFO : Epoch 1676 | loss: 0.0312468 | val_loss: 0.0312478 | Time: 2204.95 ms [2021-11-28 15:40:40 main:574] : INFO : Epoch 1677 | loss: 0.0312477 | val_loss: 0.0312457 | Time: 2236.23 ms [2021-11-28 15:40:42 main:574] : INFO : Epoch 1678 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2240.69 ms [2021-11-28 15:40:44 main:574] : INFO : Epoch 1679 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2236.35 ms [2021-11-28 15:40:47 main:574] : INFO : Epoch 1680 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2222.56 ms [2021-11-28 15:40:49 main:574] : INFO : Epoch 1681 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 2253.08 ms [2021-11-28 15:40:51 main:574] : INFO : Epoch 1682 | loss: 0.0312469 | val_loss: 0.0312459 | Time: 2205.47 ms [2021-11-28 15:40:53 main:574] : INFO : Epoch 1683 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2239.54 ms [2021-11-28 15:40:56 main:574] : INFO : Epoch 1684 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2250.23 ms [2021-11-28 15:40:58 main:574] : INFO : Epoch 1685 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2252.05 ms [2021-11-28 15:41:00 main:574] : INFO : Epoch 1686 | loss: 0.0312482 | val_loss: 0.0312457 | Time: 2246.14 ms [2021-11-28 15:41:02 main:574] : INFO : Epoch 1687 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 2248.47 ms [2021-11-28 15:41:05 main:574] : INFO : Epoch 1688 | loss: 0.0312486 | val_loss: 0.0312514 | Time: 2259.14 ms [2021-11-28 15:41:07 main:574] : INFO : Epoch 1689 | loss: 0.0312479 | val_loss: 0.0312455 | Time: 2252.3 ms [2021-11-28 15:41:09 main:574] : INFO : Epoch 1690 | loss: 0.0312473 | val_loss: 0.0312456 | Time: 2244.88 ms [2021-11-28 15:41:11 main:574] : INFO : Epoch 1691 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 2265.86 ms [2021-11-28 15:41:14 main:574] : INFO : Epoch 1692 | loss: 0.0312471 | val_loss: 0.0312458 | Time: 2245.83 ms [2021-11-28 15:41:16 main:574] : INFO : Epoch 1693 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2202.48 ms [2021-11-28 15:41:18 main:574] : INFO : Epoch 1694 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 2187.97 ms [2021-11-28 15:41:20 main:574] : INFO : Epoch 1695 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2234.84 ms [2021-11-28 15:41:22 main:574] : INFO : Epoch 1696 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 2253.46 ms [2021-11-28 15:41:25 main:574] : INFO : Epoch 1697 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 2203.21 ms [2021-11-28 15:41:27 main:574] : INFO : Epoch 1698 | loss: 0.0312464 | val_loss: 0.0312512 | Time: 2213.15 ms [2021-11-28 15:41:29 main:574] : INFO : Epoch 1699 | loss: 0.0312482 | val_loss: 0.0312459 | Time: 2252.58 ms [2021-11-28 15:41:31 main:574] : INFO : Epoch 1700 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2199.13 ms [2021-11-28 15:41:34 main:574] : INFO : Epoch 1701 | loss: 0.0312462 | val_loss: 0.031246 | Time: 2219.13 ms [2021-11-28 15:41:36 main:574] : INFO : Epoch 1702 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 2246.8 ms [2021-11-28 15:41:38 main:574] : INFO : Epoch 1703 | loss: 0.0312471 | val_loss: 0.0312458 | Time: 2233.48 ms [2021-11-28 15:41:40 main:574] : INFO : Epoch 1704 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 2221.22 ms [2021-11-28 15:41:43 main:574] : INFO : Epoch 1705 | loss: 0.0312494 | val_loss: 0.0312516 | Time: 2228.22 ms [2021-11-28 15:41:45 main:574] : INFO : Epoch 1706 | loss: 0.031253 | val_loss: 0.0312484 | Time: 2216.55 ms [2021-11-28 15:41:47 main:574] : INFO : Epoch 1707 | loss: 0.0313211 | val_loss: 0.0322401 | Time: 2227.03 ms [2021-11-28 15:41:49 main:574] : INFO : Epoch 1708 | loss: 0.044286 | val_loss: 0.0409311 | Time: 2243.62 ms [2021-11-28 15:41:51 main:574] : INFO : Epoch 1709 | loss: 0.0410475 | val_loss: 0.0322791 | Time: 2239.08 ms [2021-11-28 15:41:54 main:574] : INFO : Epoch 1710 | loss: 0.0323037 | val_loss: 0.0314176 | Time: 2221.14 ms [2021-11-28 15:41:56 main:574] : INFO : Epoch 1711 | loss: 0.0313825 | val_loss: 0.0313355 | Time: 2245.54 ms [2021-11-28 15:41:58 main:574] : INFO : Epoch 1712 | loss: 0.0312801 | val_loss: 0.031258 | Time: 2239.64 ms [2021-11-28 15:42:00 main:574] : INFO : Epoch 1713 | loss: 0.0312552 | val_loss: 0.0312517 | Time: 2222.49 ms [2021-11-28 15:42:03 main:574] : INFO : Epoch 1714 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 2249.76 ms [2021-11-28 15:42:05 main:574] : INFO : Epoch 1715 | loss: 0.0312483 | val_loss: 0.031248 | Time: 2225.23 ms [2021-11-28 15:42:07 main:574] : INFO : Epoch 1716 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2242.29 ms [2021-11-28 15:42:09 main:574] : INFO : Epoch 1717 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 2216.49 ms [2021-11-28 15:42:12 main:574] : INFO : Epoch 1718 | loss: 0.0312472 | val_loss: 0.031247 | Time: 2210.87 ms [2021-11-28 15:42:14 main:574] : INFO : Epoch 1719 | loss: 0.031247 | val_loss: 0.0312468 | Time: 2211.36 ms [2021-11-28 15:42:16 main:574] : INFO : Epoch 1720 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 2235.66 ms [2021-11-28 15:42:18 main:574] : INFO : Epoch 1721 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 2233.24 ms [2021-11-28 15:42:21 main:574] : INFO : Epoch 1722 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 2231.87 ms [2021-11-28 15:42:23 main:574] : INFO : Epoch 1723 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2217.69 ms [2021-11-28 15:42:25 main:574] : INFO : Epoch 1724 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2238.36 ms [2021-11-28 15:42:27 main:574] : INFO : Epoch 1725 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2230.14 ms [2021-11-28 15:42:29 main:574] : INFO : Epoch 1726 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 2227.77 ms [2021-11-28 15:42:32 main:574] : INFO : Epoch 1727 | loss: 0.0312465 | val_loss: 0.0312462 | Time: 2204.32 ms [2021-11-28 15:42:34 main:574] : INFO : Epoch 1728 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 2234.77 ms [2021-11-28 15:42:36 main:574] : INFO : Epoch 1729 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2224.08 ms [2021-11-28 15:42:38 main:574] : INFO : Epoch 1730 | loss: 0.0312473 | val_loss: 0.0312544 | Time: 2241.2 ms [2021-11-28 15:42:41 main:574] : INFO : Epoch 1731 | loss: 0.0312604 | val_loss: 0.0312591 | Time: 2247.86 ms [2021-11-28 15:42:43 main:574] : INFO : Epoch 1732 | loss: 0.0312582 | val_loss: 0.0312534 | Time: 2227.3 ms [2021-11-28 15:42:45 main:574] : INFO : Epoch 1733 | loss: 0.031254 | val_loss: 0.0312516 | Time: 2245.04 ms [2021-11-28 15:42:47 main:574] : INFO : Epoch 1734 | loss: 0.0312523 | val_loss: 0.031251 | Time: 2259.24 ms [2021-11-28 15:42:50 main:574] : INFO : Epoch 1735 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 2268.22 ms [2021-11-28 15:42:52 main:574] : INFO : Epoch 1736 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2236.75 ms [2021-11-28 15:42:54 main:574] : INFO : Epoch 1737 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2230.46 ms [2021-11-28 15:42:56 main:574] : INFO : Epoch 1738 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2236.86 ms [2021-11-28 15:42:59 main:574] : INFO : Epoch 1739 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2214.15 ms [2021-11-28 15:43:01 main:574] : INFO : Epoch 1740 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2253.33 ms [2021-11-28 15:43:03 main:574] : INFO : Epoch 1741 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2226.65 ms [2021-11-28 15:43:05 main:574] : INFO : Epoch 1742 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2231.74 ms [2021-11-28 15:43:07 main:574] : INFO : Epoch 1743 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2200.38 ms [2021-11-28 15:43:10 main:574] : INFO : Epoch 1744 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2228.57 ms [2021-11-28 15:43:12 main:574] : INFO : Epoch 1745 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2215.19 ms [2021-11-28 15:43:14 main:574] : INFO : Epoch 1746 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2220.18 ms [2021-11-28 15:43:16 main:574] : INFO : Epoch 1747 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2227.21 ms [2021-11-28 15:43:19 main:574] : INFO : Epoch 1748 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2226.75 ms [2021-11-28 15:43:21 main:574] : INFO : Epoch 1749 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2229.65 ms [2021-11-28 15:43:23 main:574] : INFO : Epoch 1750 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2236.36 ms [2021-11-28 15:43:25 main:574] : INFO : Epoch 1751 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2254.35 ms [2021-11-28 15:43:28 main:574] : INFO : Epoch 1752 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2231.95 ms [2021-11-28 15:43:30 main:574] : INFO : Epoch 1753 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2177.54 ms [2021-11-28 15:43:32 main:574] : INFO : Epoch 1754 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2221.78 ms [2021-11-28 15:43:34 main:574] : INFO : Epoch 1755 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2228.22 ms [2021-11-28 15:43:36 main:574] : INFO : Epoch 1756 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2247.56 ms [2021-11-28 15:43:39 main:574] : INFO : Epoch 1757 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2206.19 ms [2021-11-28 15:43:41 main:574] : INFO : Epoch 1758 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2216.06 ms [2021-11-28 15:43:43 main:574] : INFO : Epoch 1759 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2227.92 ms [2021-11-28 15:43:45 main:574] : INFO : Epoch 1760 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2215.77 ms [2021-11-28 15:43:48 main:574] : INFO : Epoch 1761 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2240.48 ms [2021-11-28 15:43:50 main:574] : INFO : Epoch 1762 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2224.76 ms [2021-11-28 15:43:52 main:574] : INFO : Epoch 1763 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2202.85 ms [2021-11-28 15:43:54 main:574] : INFO : Epoch 1764 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2201.78 ms [2021-11-28 15:43:56 main:574] : INFO : Epoch 1765 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2262.07 ms [2021-11-28 15:43:59 main:574] : INFO : Epoch 1766 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2226.3 ms [2021-11-28 15:44:01 main:574] : INFO : Epoch 1767 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2224.36 ms [2021-11-28 15:44:03 main:574] : INFO : Epoch 1768 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2226.9 ms [2021-11-28 15:44:05 main:574] : INFO : Epoch 1769 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2234.55 ms [2021-11-28 15:44:08 main:574] : INFO : Epoch 1770 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2254.76 ms [2021-11-28 15:44:10 main:574] : INFO : Epoch 1771 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2243.63 ms [2021-11-28 15:44:12 main:574] : INFO : Epoch 1772 | loss: 0.031251 | val_loss: 0.0312503 | Time: 2202.37 ms [2021-11-28 15:44:14 main:574] : INFO : Epoch 1773 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2235.78 ms [2021-11-28 15:44:17 main:574] : INFO : Epoch 1774 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2226.17 ms [2021-11-28 15:44:19 main:574] : INFO : Epoch 1775 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2221.01 ms [2021-11-28 15:44:21 main:574] : INFO : Epoch 1776 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2200.28 ms [2021-11-28 15:44:23 main:574] : INFO : Epoch 1777 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2248.85 ms [2021-11-28 15:44:26 main:574] : INFO : Epoch 1778 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2226.12 ms [2021-11-28 15:44:28 main:574] : INFO : Epoch 1779 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2206.81 ms [2021-11-28 15:44:30 main:574] : INFO : Epoch 1780 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2209.09 ms [2021-11-28 15:44:32 main:574] : INFO : Epoch 1781 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2211.51 ms [2021-11-28 15:44:34 main:574] : INFO : Epoch 1782 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2198.72 ms [2021-11-28 15:44:37 main:574] : INFO : Epoch 1783 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2217.47 ms [2021-11-28 15:44:39 main:574] : INFO : Epoch 1784 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2202.05 ms [2021-11-28 15:44:41 main:574] : INFO : Epoch 1785 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2222.53 ms [2021-11-28 15:44:43 main:574] : INFO : Epoch 1786 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2212.13 ms [2021-11-28 15:44:45 main:574] : INFO : Epoch 1787 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2230.71 ms [2021-11-28 15:44:48 main:574] : INFO : Epoch 1788 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2228.15 ms [2021-11-28 15:44:50 main:574] : INFO : Epoch 1789 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2215.81 ms [2021-11-28 15:44:52 main:574] : INFO : Epoch 1790 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2237.82 ms [2021-11-28 15:44:54 main:574] : INFO : Epoch 1791 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2230.52 ms [2021-11-28 15:44:57 main:574] : INFO : Epoch 1792 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2239.24 ms [2021-11-28 15:44:59 main:574] : INFO : Epoch 1793 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2211.25 ms [2021-11-28 15:45:01 main:574] : INFO : Epoch 1794 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2229.99 ms [2021-11-28 15:45:03 main:574] : INFO : Epoch 1795 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2225.6 ms [2021-11-28 15:45:06 main:574] : INFO : Epoch 1796 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2252.77 ms [2021-11-28 15:45:08 main:574] : INFO : Epoch 1797 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2211.86 ms [2021-11-28 15:45:10 main:574] : INFO : Epoch 1798 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2231.04 ms [2021-11-28 15:45:12 main:574] : INFO : Epoch 1799 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2246.47 ms [2021-11-28 15:45:14 main:574] : INFO : Epoch 1800 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2261.46 ms [2021-11-28 15:45:17 main:574] : INFO : Epoch 1801 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2208.91 ms [2021-11-28 15:45:19 main:574] : INFO : Epoch 1802 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2245.14 ms [2021-11-28 15:45:21 main:574] : INFO : Epoch 1803 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2242.29 ms [2021-11-28 15:45:23 main:574] : INFO : Epoch 1804 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 2223.34 ms [2021-11-28 15:45:26 main:574] : INFO : Epoch 1805 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2238.22 ms [2021-11-28 15:45:28 main:574] : INFO : Epoch 1806 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2263.28 ms [2021-11-28 15:45:30 main:574] : INFO : Epoch 1807 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2235.47 ms [2021-11-28 15:45:32 main:574] : INFO : Epoch 1808 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2233.03 ms [2021-11-28 15:45:35 main:574] : INFO : Epoch 1809 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2236.99 ms [2021-11-28 15:45:37 main:574] : INFO : Epoch 1810 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2256.17 ms [2021-11-28 15:45:39 main:574] : INFO : Epoch 1811 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2216.73 ms [2021-11-28 15:45:41 main:574] : INFO : Epoch 1812 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2207.87 ms [2021-11-28 15:45:44 main:574] : INFO : Epoch 1813 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2247.45 ms [2021-11-28 15:45:46 main:574] : INFO : Epoch 1814 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2239.45 ms [2021-11-28 15:45:48 main:574] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2227.27 ms [2021-11-28 15:45:50 main:574] : INFO : Epoch 1816 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2208.84 ms [2021-11-28 15:45:52 main:574] : INFO : Epoch 1817 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2197.06 ms [2021-11-28 15:45:55 main:574] : INFO : Epoch 1818 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2208.81 ms [2021-11-28 15:45:57 main:574] : INFO : Epoch 1819 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2261.31 ms [2021-11-28 15:45:59 main:574] : INFO : Epoch 1820 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2230.4 ms [2021-11-28 15:46:01 main:574] : INFO : Epoch 1821 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 2236.64 ms [2021-11-28 15:46:04 main:574] : INFO : Epoch 1822 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2242.26 ms [2021-11-28 15:46:06 main:574] : INFO : Epoch 1823 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2202.79 ms [2021-11-28 15:46:08 main:574] : INFO : Epoch 1824 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2225.81 ms [2021-11-28 15:46:10 main:574] : INFO : Epoch 1825 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2217.39 ms [2021-11-28 15:46:13 main:574] : INFO : Epoch 1826 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2211.4 ms [2021-11-28 15:46:15 main:574] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2219.23 ms [2021-11-28 15:46:17 main:574] : INFO : Epoch 1828 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2269.66 ms [2021-11-28 15:46:19 main:574] : INFO : Epoch 1829 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2216.59 ms [2021-11-28 15:46:22 main:574] : INFO : Epoch 1830 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2231.67 ms [2021-11-28 15:46:24 main:574] : INFO : Epoch 1831 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2190.27 ms [2021-11-28 15:46:26 main:574] : INFO : Epoch 1832 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2220.01 ms [2021-11-28 15:46:28 main:574] : INFO : Epoch 1833 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2236.9 ms [2021-11-28 15:46:30 main:574] : INFO : Epoch 1834 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2225.76 ms [2021-11-28 15:46:33 main:574] : INFO : Epoch 1835 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2214.75 ms [2021-11-28 15:46:35 main:574] : INFO : Epoch 1836 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2236.98 ms [2021-11-28 15:46:37 main:574] : INFO : Epoch 1837 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2241.9 ms [2021-11-28 15:46:39 main:574] : INFO : Epoch 1838 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2234.21 ms [2021-11-28 15:46:42 main:574] : INFO : Epoch 1839 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2221.71 ms [2021-11-28 15:46:44 main:574] : INFO : Epoch 1840 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2246.02 ms [2021-11-28 15:46:46 main:574] : INFO : Epoch 1841 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2229.07 ms [2021-11-28 15:46:48 main:574] : INFO : Epoch 1842 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2220.96 ms [2021-11-28 15:46:51 main:574] : INFO : Epoch 1843 | loss: 0.031251 | val_loss: 0.0312503 | Time: 2265.41 ms [2021-11-28 15:46:53 main:574] : INFO : Epoch 1844 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2232.19 ms [2021-11-28 15:46:55 main:574] : INFO : Epoch 1845 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2227.04 ms [2021-11-28 15:46:57 main:574] : INFO : Epoch 1846 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2223.67 ms [2021-11-28 15:46:59 main:574] : INFO : Epoch 1847 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2194.38 ms [2021-11-28 15:47:02 main:574] : INFO : Epoch 1848 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2239.36 ms [2021-11-28 15:47:04 main:574] : INFO : Epoch 1849 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2243 ms [2021-11-28 15:47:06 main:574] : INFO : Epoch 1850 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2245.37 ms [2021-11-28 15:47:08 main:574] : INFO : Epoch 1851 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2252.02 ms [2021-11-28 15:47:11 main:574] : INFO : Epoch 1852 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2218.4 ms [2021-11-28 15:47:13 main:574] : INFO : Epoch 1853 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2253.77 ms [2021-11-28 15:47:15 main:574] : INFO : Epoch 1854 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2239.39 ms [2021-11-28 15:47:17 main:574] : INFO : Epoch 1855 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2210.97 ms [2021-11-28 15:47:20 main:574] : INFO : Epoch 1856 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2218.84 ms [2021-11-28 15:47:22 main:574] : INFO : Epoch 1857 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2246.42 ms [2021-11-28 15:47:24 main:574] : INFO : Epoch 1858 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2216.18 ms [2021-11-28 15:47:26 main:574] : INFO : Epoch 1859 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2212.55 ms [2021-11-28 15:47:29 main:574] : INFO : Epoch 1860 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2251.73 ms [2021-11-28 15:47:31 main:574] : INFO : Epoch 1861 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2250.81 ms [2021-11-28 15:47:33 main:574] : INFO : Epoch 1862 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2236.37 ms [2021-11-28 15:47:35 main:574] : INFO : Epoch 1863 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2325.8 ms [2021-11-28 15:47:38 main:574] : INFO : Epoch 1864 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2252.51 ms [2021-11-28 15:47:40 main:574] : INFO : Epoch 1865 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2217.7 ms [2021-11-28 15:47:42 main:574] : INFO : Epoch 1866 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2217.46 ms [2021-11-28 15:47:44 main:574] : INFO : Epoch 1867 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2245.77 ms [2021-11-28 15:47:46 main:574] : INFO : Epoch 1868 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2209.49 ms [2021-11-28 15:47:49 main:574] : INFO : Epoch 1869 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2234.22 ms [2021-11-28 15:47:51 main:574] : INFO : Epoch 1870 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2237.51 ms [2021-11-28 15:47:53 main:574] : INFO : Epoch 1871 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2204.36 ms [2021-11-28 15:47:55 main:574] : INFO : Epoch 1872 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2234.65 ms [2021-11-28 15:47:58 main:574] : INFO : Epoch 1873 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2222.76 ms [2021-11-28 15:48:00 main:574] : INFO : Epoch 1874 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2239.98 ms [2021-11-28 15:48:02 main:574] : INFO : Epoch 1875 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2241.03 ms [2021-11-28 15:48:04 main:574] : INFO : Epoch 1876 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2234.29 ms [2021-11-28 15:48:07 main:574] : INFO : Epoch 1877 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2222.06 ms [2021-11-28 15:48:09 main:574] : INFO : Epoch 1878 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2218.99 ms [2021-11-28 15:48:11 main:574] : INFO : Epoch 1879 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2234.63 ms [2021-11-28 15:48:13 main:574] : INFO : Epoch 1880 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2220.52 ms [2021-11-28 15:48:16 main:574] : INFO : Epoch 1881 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2229.73 ms [2021-11-28 15:48:18 main:574] : INFO : Epoch 1882 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2214.77 ms [2021-11-28 15:48:20 main:574] : INFO : Epoch 1883 | loss: 0.0312502 | val_loss: 0.031251 | Time: 2255.63 ms [2021-11-28 15:48:22 main:574] : INFO : Epoch 1884 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2237.95 ms [2021-11-28 15:48:24 main:574] : INFO : Epoch 1885 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2221.93 ms [2021-11-28 15:48:27 main:574] : INFO : Epoch 1886 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2231.59 ms [2021-11-28 15:48:29 main:574] : INFO : Epoch 1887 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2263.69 ms [2021-11-28 15:48:31 main:574] : INFO : Epoch 1888 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2246.31 ms [2021-11-28 15:48:33 main:574] : INFO : Epoch 1889 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2237.93 ms [2021-11-28 15:48:36 main:574] : INFO : Epoch 1890 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2204.85 ms [2021-11-28 15:48:38 main:574] : INFO : Epoch 1891 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2263.34 ms [2021-11-28 15:48:40 main:574] : INFO : Epoch 1892 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2225.2 ms [2021-11-28 15:48:42 main:574] : INFO : Epoch 1893 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2226.75 ms [2021-11-28 15:48:45 main:574] : INFO : Epoch 1894 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2244.66 ms [2021-11-28 15:48:47 main:574] : INFO : Epoch 1895 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2239.59 ms [2021-11-28 15:48:49 main:574] : INFO : Epoch 1896 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2233.18 ms [2021-11-28 15:48:51 main:574] : INFO : Epoch 1897 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2229.95 ms [2021-11-28 15:48:54 main:574] : INFO : Epoch 1898 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2234.58 ms [2021-11-28 15:48:56 main:574] : INFO : Epoch 1899 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 2244.77 ms [2021-11-28 15:48:58 main:574] : INFO : Epoch 1900 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2215.13 ms [2021-11-28 15:49:00 main:574] : INFO : Epoch 1901 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2229.97 ms [2021-11-28 15:49:02 main:574] : INFO : Epoch 1902 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2218.9 ms [2021-11-28 15:49:05 main:574] : INFO : Epoch 1903 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2220.37 ms [2021-11-28 15:49:07 main:574] : INFO : Epoch 1904 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2227.06 ms [2021-11-28 15:49:09 main:574] : INFO : Epoch 1905 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2223.85 ms [2021-11-28 15:49:11 main:574] : INFO : Epoch 1906 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2226.69 ms [2021-11-28 15:49:14 main:574] : INFO : Epoch 1907 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2241.38 ms [2021-11-28 15:49:16 main:574] : INFO : Epoch 1908 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2256.56 ms [2021-11-28 15:49:18 main:574] : INFO : Epoch 1909 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2229.04 ms [2021-11-28 15:49:20 main:574] : INFO : Epoch 1910 | loss: 0.031251 | val_loss: 0.031251 | Time: 2223.31 ms [2021-11-28 15:49:23 main:574] : INFO : Epoch 1911 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2219.63 ms [2021-11-28 15:49:25 main:574] : INFO : Epoch 1912 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2242.33 ms [2021-11-28 15:49:27 main:574] : INFO : Epoch 1913 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2229.74 ms [2021-11-28 15:49:29 main:574] : INFO : Epoch 1914 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2232.45 ms [2021-11-28 15:49:32 main:574] : INFO : Epoch 1915 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2207.42 ms [2021-11-28 15:49:34 main:574] : INFO : Epoch 1916 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2198.42 ms [2021-11-28 15:49:36 main:574] : INFO : Epoch 1917 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2249.81 ms [2021-11-28 15:49:38 main:574] : INFO : Epoch 1918 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2239.84 ms [2021-11-28 15:49:40 main:574] : INFO : Epoch 1919 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2230.6 ms [2021-11-28 15:49:43 main:574] : INFO : Epoch 1920 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2221.88 ms [2021-11-28 15:49:45 main:574] : INFO : Epoch 1921 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2225.13 ms [2021-11-28 15:49:47 main:574] : INFO : Epoch 1922 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2217.15 ms [2021-11-28 15:49:49 main:574] : INFO : Epoch 1923 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2244.16 ms [2021-11-28 15:49:52 main:574] : INFO : Epoch 1924 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2215.55 ms [2021-11-28 15:49:54 main:574] : INFO : Epoch 1925 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2228.33 ms [2021-11-28 15:49:56 main:574] : INFO : Epoch 1926 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2220.88 ms [2021-11-28 15:49:58 main:574] : INFO : Epoch 1927 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2188.03 ms [2021-11-28 15:50:00 main:574] : INFO : Epoch 1928 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 2233.82 ms [2021-11-28 15:50:03 main:574] : INFO : Epoch 1929 | loss: 0.0312521 | val_loss: 0.0312517 | Time: 2248.11 ms [2021-11-28 15:50:05 main:574] : INFO : Epoch 1930 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2297.02 ms [2021-11-28 15:50:07 main:574] : INFO : Epoch 1931 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2278.96 ms [2021-11-28 15:50:10 main:574] : INFO : Epoch 1932 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2229.69 ms [2021-11-28 15:50:12 main:574] : INFO : Epoch 1933 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2228.89 ms [2021-11-28 15:50:14 main:574] : INFO : Epoch 1934 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2220.5 ms [2021-11-28 15:50:16 main:574] : INFO : Epoch 1935 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2244.97 ms [2021-11-28 15:50:18 main:574] : INFO : Epoch 1936 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 2215.6 ms [2021-11-28 15:50:21 main:574] : INFO : Epoch 1937 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2242 ms [2021-11-28 15:50:23 main:574] : INFO : Epoch 1938 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2244.18 ms [2021-11-28 15:50:25 main:574] : INFO : Epoch 1939 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2280.87 ms [2021-11-28 15:50:27 main:574] : INFO : Epoch 1940 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2245.91 ms [2021-11-28 15:50:30 main:574] : INFO : Epoch 1941 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2276.06 ms [2021-11-28 15:50:32 main:574] : INFO : Epoch 1942 | loss: 0.0312513 | val_loss: 0.0312547 | Time: 2225.81 ms [2021-11-28 15:50:34 main:574] : INFO : Epoch 1943 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 2232.54 ms [2021-11-28 15:50:36 main:574] : INFO : Epoch 1944 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2250.79 ms [2021-11-28 15:50:39 main:574] : INFO : Epoch 1945 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2236.98 ms [2021-11-28 15:50:41 main:574] : INFO : Epoch 1946 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2253.07 ms [2021-11-28 15:50:43 main:574] : INFO : Epoch 1947 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2260.92 ms [2021-11-28 15:50:45 main:574] : INFO : Epoch 1948 | loss: 0.0312511 | val_loss: 0.0312524 | Time: 2210.76 ms [2021-11-28 15:50:48 main:574] : INFO : Epoch 1949 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2206.79 ms [2021-11-28 15:50:50 main:574] : INFO : Epoch 1950 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2231.5 ms [2021-11-28 15:50:52 main:574] : INFO : Epoch 1951 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2216.67 ms [2021-11-28 15:50:54 main:574] : INFO : Epoch 1952 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2271.1 ms [2021-11-28 15:50:57 main:574] : INFO : Epoch 1953 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 2247.93 ms [2021-11-28 15:50:59 main:574] : INFO : Epoch 1954 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2248.49 ms [2021-11-28 15:51:01 main:574] : INFO : Epoch 1955 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 2262.67 ms [2021-11-28 15:51:03 main:574] : INFO : Epoch 1956 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 2239.08 ms [2021-11-28 15:51:06 main:574] : INFO : Epoch 1957 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2221.04 ms [2021-11-28 15:51:08 main:574] : INFO : Epoch 1958 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2261.88 ms [2021-11-28 15:51:10 main:574] : INFO : Epoch 1959 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2219.47 ms [2021-11-28 15:51:12 main:574] : INFO : Epoch 1960 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2226.05 ms [2021-11-28 15:51:15 main:574] : INFO : Epoch 1961 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2245.87 ms [2021-11-28 15:51:17 main:574] : INFO : Epoch 1962 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2229.47 ms [2021-11-28 15:51:19 main:574] : INFO : Epoch 1963 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2266.71 ms [2021-11-28 15:51:21 main:574] : INFO : Epoch 1964 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2212.42 ms [2021-11-28 15:51:24 main:574] : INFO : Epoch 1965 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2257.43 ms [2021-11-28 15:51:26 main:574] : INFO : Epoch 1966 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2237.35 ms [2021-11-28 15:51:28 main:574] : INFO : Epoch 1967 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2226.24 ms [2021-11-28 15:51:30 main:574] : INFO : Epoch 1968 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2240.06 ms [2021-11-28 15:51:33 main:574] : INFO : Epoch 1969 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2226.67 ms [2021-11-28 15:51:35 main:574] : INFO : Epoch 1970 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2220.69 ms [2021-11-28 15:51:37 main:574] : INFO : Epoch 1971 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2259.06 ms [2021-11-28 15:51:39 main:574] : INFO : Epoch 1972 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 2260.85 ms [2021-11-28 15:51:42 main:574] : INFO : Epoch 1973 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2260.39 ms [2021-11-28 15:51:44 main:574] : INFO : Epoch 1974 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2210.59 ms [2021-11-28 15:51:46 main:574] : INFO : Epoch 1975 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2241.01 ms [2021-11-28 15:51:48 main:574] : INFO : Epoch 1976 | loss: 0.0312513 | val_loss: 0.03125 | Time: 2220.75 ms [2021-11-28 15:51:50 main:574] : INFO : Epoch 1977 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2250.95 ms [2021-11-28 15:51:53 main:574] : INFO : Epoch 1978 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2228.05 ms [2021-11-28 15:51:55 main:574] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2212.5 ms [2021-11-28 15:51:57 main:574] : INFO : Epoch 1980 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 2248.83 ms [2021-11-28 15:51:59 main:574] : INFO : Epoch 1981 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2232.54 ms [2021-11-28 15:52:02 main:574] : INFO : Epoch 1982 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2226.46 ms [2021-11-28 15:52:04 main:574] : INFO : Epoch 1983 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2228.85 ms [2021-11-28 15:52:06 main:574] : INFO : Epoch 1984 | loss: 0.0312508 | val_loss: 0.031251 | Time: 2249 ms [2021-11-28 15:52:08 main:574] : INFO : Epoch 1985 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2206.13 ms [2021-11-28 15:52:11 main:574] : INFO : Epoch 1986 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2234.94 ms [2021-11-28 15:52:13 main:574] : INFO : Epoch 1987 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 2238.63 ms [2021-11-28 15:52:15 main:574] : INFO : Epoch 1988 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2222.3 ms [2021-11-28 15:52:17 main:574] : INFO : Epoch 1989 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2238.26 ms [2021-11-28 15:52:19 main:574] : INFO : Epoch 1990 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 2205.54 ms [2021-11-28 15:52:22 main:574] : INFO : Epoch 1991 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 2231.15 ms [2021-11-28 15:52:24 main:574] : INFO : Epoch 1992 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 2221.41 ms [2021-11-28 15:52:26 main:574] : INFO : Epoch 1993 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2241.48 ms [2021-11-28 15:52:28 main:574] : INFO : Epoch 1994 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2255.1 ms [2021-11-28 15:52:31 main:574] : INFO : Epoch 1995 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2210.22 ms [2021-11-28 15:52:33 main:574] : INFO : Epoch 1996 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2237.65 ms [2021-11-28 15:52:35 main:574] : INFO : Epoch 1997 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2257.5 ms [2021-11-28 15:52:37 main:574] : INFO : Epoch 1998 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 2256.61 ms [2021-11-28 15:52:40 main:574] : INFO : Epoch 1999 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2241.3 ms [2021-11-28 15:52:42 main:574] : INFO : Epoch 2000 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 2248.28 ms [2021-11-28 15:52:44 main:574] : INFO : Epoch 2001 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2243.79 ms [2021-11-28 15:52:46 main:574] : INFO : Epoch 2002 | loss: 0.0312511 | val_loss: 0.0312537 | Time: 2232.65 ms [2021-11-28 15:52:49 main:574] : INFO : Epoch 2003 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 2235.3 ms [2021-11-28 15:52:51 main:574] : INFO : Epoch 2004 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 2227.18 ms [2021-11-28 15:52:53 main:574] : INFO : Epoch 2005 | loss: 0.0312517 | val_loss: 0.0312511 | Time: 2259.04 ms [2021-11-28 15:52:55 main:574] : INFO : Epoch 2006 | loss: 0.0312517 | val_loss: 0.0312511 | Time: 2250.11 ms [2021-11-28 15:52:58 main:574] : INFO : Epoch 2007 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 2267.94 ms [2021-11-28 15:53:00 main:574] : INFO : Epoch 2008 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2215.03 ms [2021-11-28 15:53:02 main:574] : INFO : Epoch 2009 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 2237.24 ms [2021-11-28 15:53:04 main:574] : INFO : Epoch 2010 | loss: 0.0312517 | val_loss: 0.0312532 | Time: 2232.36 ms [2021-11-28 15:53:07 main:574] : INFO : Epoch 2011 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 2223.86 ms [2021-11-28 15:53:09 main:574] : INFO : Epoch 2012 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2227.15 ms [2021-11-28 15:53:11 main:574] : INFO : Epoch 2013 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2248.48 ms [2021-11-28 15:53:13 main:574] : INFO : Epoch 2014 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2247.52 ms [2021-11-28 15:53:16 main:574] : INFO : Epoch 2015 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2217.98 ms [2021-11-28 15:53:18 main:574] : INFO : Epoch 2016 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2250.98 ms [2021-11-28 15:53:20 main:574] : INFO : Epoch 2017 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 2256.56 ms [2021-11-28 15:53:22 main:574] : INFO : Epoch 2018 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2237.08 ms [2021-11-28 15:53:25 main:574] : INFO : Epoch 2019 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2225.41 ms [2021-11-28 15:53:27 main:574] : INFO : Epoch 2020 | loss: 0.0312509 | val_loss: 0.031252 | Time: 2225.69 ms [2021-11-28 15:53:29 main:574] : INFO : Epoch 2021 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2249.56 ms [2021-11-28 15:53:31 main:574] : INFO : Epoch 2022 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2234.16 ms [2021-11-28 15:53:33 main:574] : INFO : Epoch 2023 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 2222.12 ms [2021-11-28 15:53:36 main:574] : INFO : Epoch 2024 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2227.67 ms [2021-11-28 15:53:38 main:574] : INFO : Epoch 2025 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2232.37 ms [2021-11-28 15:53:40 main:574] : INFO : Epoch 2026 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2253.04 ms [2021-11-28 15:53:42 main:574] : INFO : Epoch 2027 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 2246.26 ms [2021-11-28 15:53:45 main:574] : INFO : Epoch 2028 | loss: 0.031252 | val_loss: 0.031251 | Time: 2243.95 ms [2021-11-28 15:53:47 main:574] : INFO : Epoch 2029 | loss: 0.0312512 | val_loss: 0.031252 | Time: 2258.42 ms [2021-11-28 15:53:49 main:574] : INFO : Epoch 2030 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2218.69 ms [2021-11-28 15:53:51 main:574] : INFO : Epoch 2031 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2205.65 ms [2021-11-28 15:53:54 main:574] : INFO : Epoch 2032 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2210.49 ms [2021-11-28 15:53:56 main:574] : INFO : Epoch 2033 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 2201.92 ms [2021-11-28 15:53:58 main:574] : INFO : Epoch 2034 | loss: 0.0312515 | val_loss: 0.031251 | Time: 2250.27 ms [2021-11-28 15:54:00 main:574] : INFO : Epoch 2035 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2189.5 ms [2021-11-28 15:54:02 main:574] : INFO : Epoch 2036 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2206.34 ms [2021-11-28 15:54:05 main:574] : INFO : Epoch 2037 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2226.27 ms [2021-11-28 15:54:07 main:574] : INFO : Epoch 2038 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2228.14 ms [2021-11-28 15:54:09 main:574] : INFO : Epoch 2039 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2228.31 ms [2021-11-28 15:54:11 main:574] : INFO : Epoch 2040 | loss: 0.031251 | val_loss: 0.0312547 | Time: 2240.07 ms [2021-11-28 15:54:14 main:574] : INFO : Epoch 2041 | loss: 0.0312529 | val_loss: 0.031252 | Time: 2242.6 ms [2021-11-28 15:54:16 main:574] : INFO : Epoch 2042 | loss: 0.0312525 | val_loss: 0.0312532 | Time: 2253.42 ms [2021-11-28 15:54:18 main:574] : INFO : Epoch 2043 | loss: 0.0312517 | val_loss: 0.0312514 | Time: 2234.36 ms [2021-11-28 15:54:20 main:574] : INFO : Epoch 2044 | loss: 0.0312518 | val_loss: 0.0312516 | Time: 2227.02 ms [2021-11-28 15:54:23 main:574] : INFO : Epoch 2045 | loss: 0.031251 | val_loss: 0.0312544 | Time: 2188.1 ms [2021-11-28 15:54:25 main:574] : INFO : Epoch 2046 | loss: 0.0312519 | val_loss: 0.0312501 | Time: 2218.66 ms [2021-11-28 15:54:27 main:574] : INFO : Epoch 2047 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2225.75 ms [2021-11-28 15:54:29 main:574] : INFO : Epoch 2048 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2223.24 ms [2021-11-28 15:54:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312505 [2021-11-28 15:54:29 main:603] : INFO : Saving end state to config to file [2021-11-28 15:54:29 main:608] : INFO : Success, exiting.. 15:54:29 (10924): 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)