Task 12067548
| Name | ParityModified-1639946546-18839-3-0_1 |
| Workunit | 8614354 |
| Created | 25 Feb 2022, 23:13:39 UTC |
| Sent | 26 Feb 2022, 0:32:08 UTC |
| Report deadline | 6 Mar 2022, 0:32:08 UTC |
| Received | 26 Feb 2022, 16:56:22 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 23 min 51 sec |
| CPU time | 1 hours 5 min 58 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,455.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1542 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 2529.69 ms [2022-02-26 08:20:14 main:574] : INFO : Epoch 1543 | loss: 0.0312495 | val_loss: 0.0312477 | Time: 2174.4 ms [2022-02-26 08:20:17 main:574] : INFO : Epoch 1544 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 2467.96 ms [2022-02-26 08:20:19 main:574] : INFO : Epoch 1545 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 2176.03 ms [2022-02-26 08:20:21 main:574] : INFO : Epoch 1546 | loss: 0.0312495 | val_loss: 0.0312479 | Time: 1936.49 ms [2022-02-26 08:20:23 main:574] : INFO : Epoch 1547 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 2005.96 ms [2022-02-26 08:20:25 main:574] : INFO : Epoch 1548 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 2104.11 ms [2022-02-26 08:20:27 main:574] : INFO : Epoch 1549 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 2340.13 ms [2022-02-26 08:20:29 main:574] : INFO : Epoch 1550 | loss: 0.0312509 | val_loss: 0.0312486 | Time: 2001.91 ms [2022-02-26 08:20:32 main:574] : INFO : Epoch 1551 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 2265.53 ms [2022-02-26 08:20:34 main:574] : INFO : Epoch 1552 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 2038.94 ms [2022-02-26 08:20:36 main:574] : INFO : Epoch 1553 | loss: 0.0312488 | val_loss: 0.0312508 | Time: 2094.73 ms [2022-02-26 08:20:38 main:574] : INFO : Epoch 1554 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 2005.36 ms [2022-02-26 08:20:40 main:574] : INFO : Epoch 1555 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2049.03 ms [2022-02-26 08:20:42 main:574] : INFO : Epoch 1556 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2301.41 ms [2022-02-26 08:20:44 main:574] : INFO : Epoch 1557 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1935.32 ms [2022-02-26 08:20:46 main:574] : INFO : Epoch 1558 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1979.79 ms [2022-02-26 08:20:48 main:574] : INFO : Epoch 1559 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 2230.58 ms [2022-02-26 08:20:51 main:574] : INFO : Epoch 1560 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2223.87 ms [2022-02-26 08:20:53 main:574] : INFO : Epoch 1561 | loss: 0.031249 | val_loss: 0.031248 | Time: 2020.43 ms [2022-02-26 08:20:55 main:574] : INFO : Epoch 1562 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1940.35 ms [2022-02-26 08:20:57 main:574] : INFO : Epoch 1563 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 2045.03 ms [2022-02-26 08:20:59 main:574] : INFO : Epoch 1564 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 1999.9 ms [2022-02-26 08:21:02 main:574] : INFO : Epoch 1565 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 2783.3 ms [2022-02-26 08:21:04 main:574] : INFO : Epoch 1566 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 2381.85 ms [2022-02-26 08:21:06 main:574] : INFO : Epoch 1567 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 2413.15 ms [2022-02-26 08:21:10 main:574] : INFO : Epoch 1568 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 2763.72 ms [2022-02-26 08:21:12 main:574] : INFO : Epoch 1569 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2226.43 ms [2022-02-26 08:21:14 main:574] : INFO : Epoch 1570 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 2318.28 ms [2022-02-26 08:21:17 main:574] : INFO : Epoch 1571 | loss: 0.0312484 | val_loss: 0.031248 | Time: 2191.21 ms [2022-02-26 08:21:19 main:574] : INFO : Epoch 1572 | loss: 0.0312493 | val_loss: 0.031248 | Time: 2625.01 ms [2022-02-26 08:21:22 main:574] : INFO : Epoch 1573 | loss: 0.0312494 | val_loss: 0.031255 | Time: 2592.03 ms [2022-02-26 08:21:24 main:574] : INFO : Epoch 1574 | loss: 0.0312893 | val_loss: 0.0313274 | Time: 1994.75 ms [2022-02-26 08:21:26 main:574] : INFO : Epoch 1575 | loss: 0.0319973 | val_loss: 0.0316029 | Time: 2182.38 ms [2022-02-26 08:21:30 main:574] : INFO : Epoch 1576 | loss: 0.0318098 | val_loss: 0.0313668 | Time: 2194.14 ms [2022-02-26 08:21:32 main:574] : INFO : Epoch 1577 | loss: 0.0313216 | val_loss: 0.0312731 | Time: 1983.75 ms [2022-02-26 08:21:34 main:574] : INFO : Epoch 1578 | loss: 0.0312608 | val_loss: 0.0312545 | Time: 1915.43 ms [2022-02-26 08:21:37 main:574] : INFO : Epoch 1579 | loss: 0.031252 | val_loss: 0.0312488 | Time: 2520.84 ms [2022-02-26 08:21:39 main:574] : INFO : Epoch 1580 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 2523.03 ms [2022-02-26 08:21:42 main:574] : INFO : Epoch 1581 | loss: 0.0312491 | val_loss: 0.031248 | Time: 2371.2 ms [2022-02-26 08:21:44 main:574] : INFO : Epoch 1582 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1965.15 ms [2022-02-26 08:21:47 main:574] : INFO : Epoch 1583 | loss: 0.031249 | val_loss: 0.0312481 | Time: 2877.25 ms [2022-02-26 08:21:49 main:574] : INFO : Epoch 1584 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2485.76 ms [2022-02-26 08:21:52 main:574] : INFO : Epoch 1585 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 2616.43 ms [2022-02-26 08:21:54 main:574] : INFO : Epoch 1586 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 2327.58 ms [2022-02-26 08:21:57 main:574] : INFO : Epoch 1587 | loss: 0.0312485 | val_loss: 0.031248 | Time: 2818.51 ms [2022-02-26 08:21:59 main:574] : INFO : Epoch 1588 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1964.49 ms [2022-02-26 08:22:01 main:574] : INFO : Epoch 1589 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1934.08 ms [2022-02-26 08:22:03 main:574] : INFO : Epoch 1590 | loss: 0.0312483 | val_loss: 0.031248 | Time: 2421.78 ms [2022-02-26 08:22:06 main:574] : INFO : Epoch 1591 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 2300.93 ms [2022-02-26 08:22:08 main:574] : INFO : Epoch 1592 | loss: 0.0312489 | val_loss: 0.0312478 | Time: 2059.69 ms [2022-02-26 08:22:10 main:574] : INFO : Epoch 1593 | loss: 0.0312487 | val_loss: 0.031248 | Time: 2224.35 ms [2022-02-26 08:22:12 main:574] : INFO : Epoch 1594 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1935.3 ms [2022-02-26 08:22:14 main:574] : INFO : Epoch 1595 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1973.26 ms [2022-02-26 08:22:16 main:574] : INFO : Epoch 1596 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2048.73 ms [2022-02-26 08:22:18 main:574] : INFO : Epoch 1597 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2168.62 ms [2022-02-26 08:22:20 main:574] : INFO : Epoch 1598 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1913.32 ms [2022-02-26 08:22:22 main:574] : INFO : Epoch 1599 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2049.58 ms [2022-02-26 08:22:24 main:574] : INFO : Epoch 1600 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2127.27 ms [2022-02-26 08:22:27 main:574] : INFO : Epoch 1601 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 2108.33 ms [2022-02-26 08:22:29 main:574] : INFO : Epoch 1602 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1976.88 ms [2022-02-26 08:22:32 main:574] : INFO : Epoch 1603 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 3083.02 ms [2022-02-26 08:22:34 main:574] : INFO : Epoch 1604 | loss: 0.031249 | val_loss: 0.0312483 | Time: 2237.96 ms [2022-02-26 08:22:36 main:574] : INFO : Epoch 1605 | loss: 0.0312501 | val_loss: 0.0312485 | Time: 2022.19 ms [2022-02-26 08:22:38 main:574] : INFO : Epoch 1606 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 2341.84 ms [2022-02-26 08:22:41 main:574] : INFO : Epoch 1607 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 2197.21 ms [2022-02-26 08:22:43 main:574] : INFO : Epoch 1608 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2239.23 ms [2022-02-26 08:22:46 main:574] : INFO : Epoch 1609 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 2488.25 ms [2022-02-26 08:22:48 main:574] : INFO : Epoch 1610 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2197.64 ms [2022-02-26 08:22:50 main:574] : INFO : Epoch 1611 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 2262.12 ms [2022-02-26 08:22:52 main:574] : INFO : Epoch 1612 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 2299.66 ms [2022-02-26 08:22:55 main:574] : INFO : Epoch 1613 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 2438.88 ms [2022-02-26 08:22:58 main:574] : INFO : Epoch 1614 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 2250.2 ms [2022-02-26 08:23:00 main:574] : INFO : Epoch 1615 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 2025.52 ms [2022-02-26 08:23:02 main:574] : INFO : Epoch 1616 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 2100.78 ms [2022-02-26 08:23:04 main:574] : INFO : Epoch 1617 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2003.9 ms [2022-02-26 08:23:06 main:574] : INFO : Epoch 1618 | loss: 0.031249 | val_loss: 0.031248 | Time: 2239.75 ms [2022-02-26 08:23:09 main:574] : INFO : Epoch 1619 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 2960.89 ms [2022-02-26 08:23:12 main:574] : INFO : Epoch 1620 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2806.17 ms [2022-02-26 08:23:14 main:574] : INFO : Epoch 1621 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 2094.59 ms [2022-02-26 08:23:17 main:574] : INFO : Epoch 1622 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2377.01 ms [2022-02-26 08:23:20 main:574] : INFO : Epoch 1623 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2806.47 ms [2022-02-26 08:23:22 main:574] : INFO : Epoch 1624 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 2203.42 ms [2022-02-26 08:23:25 main:574] : INFO : Epoch 1625 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2143.25 ms [2022-02-26 08:23:28 main:574] : INFO : Epoch 1626 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2411.44 ms [2022-02-26 08:23:30 main:574] : INFO : Epoch 1627 | loss: 0.0312481 | val_loss: 0.031248 | Time: 2282.99 ms [2022-02-26 08:23:33 main:574] : INFO : Epoch 1628 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 2287.06 ms [2022-02-26 08:23:35 main:574] : INFO : Epoch 1629 | loss: 0.0312484 | val_loss: 0.031248 | Time: 2229.68 ms [2022-02-26 08:23:37 main:574] : INFO : Epoch 1630 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 2217.03 ms [2022-02-26 08:23:39 main:574] : INFO : Epoch 1631 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2181.74 ms [2022-02-26 08:23:42 main:574] : INFO : Epoch 1632 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 2213.87 ms [2022-02-26 08:23:44 main:574] : INFO : Epoch 1633 | loss: 0.0312484 | val_loss: 0.031248 | Time: 2136.99 ms [2022-02-26 08:23:46 main:574] : INFO : Epoch 1634 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2067.55 ms [2022-02-26 08:23:48 main:574] : INFO : Epoch 1635 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1979.81 ms [2022-02-26 08:23:50 main:574] : INFO : Epoch 1636 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 2047 ms [2022-02-26 08:23:52 main:574] : INFO : Epoch 1637 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1989.7 ms [2022-02-26 08:23:54 main:574] : INFO : Epoch 1638 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 2098.26 ms [2022-02-26 08:23:56 main:574] : INFO : Epoch 1639 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 2170.8 ms [2022-02-26 08:23:58 main:574] : INFO : Epoch 1640 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 2112.99 ms [2022-02-26 08:24:00 main:574] : INFO : Epoch 1641 | loss: 0.0312489 | val_loss: 0.0312479 | Time: 2169.84 ms [2022-02-26 08:24:04 main:574] : INFO : Epoch 1642 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2150.66 ms [2022-02-26 08:24:06 main:574] : INFO : Epoch 1643 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2079.63 ms [2022-02-26 08:24:08 main:574] : INFO : Epoch 1644 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 2088.93 ms [2022-02-26 08:24:10 main:574] : INFO : Epoch 1645 | loss: 0.031249 | val_loss: 0.0312484 | Time: 2097.15 ms [2022-02-26 08:24:13 main:574] : INFO : Epoch 1646 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 2159.89 ms [2022-02-26 08:24:15 main:574] : INFO : Epoch 1647 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 2460.75 ms [2022-02-26 08:24:18 main:574] : INFO : Epoch 1648 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 2561.93 ms [2022-02-26 08:24:20 main:574] : INFO : Epoch 1649 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2079.41 ms [2022-02-26 08:24:22 main:574] : INFO : Epoch 1650 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2306.72 ms [2022-02-26 08:24:24 main:574] : INFO : Epoch 1651 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1952.66 ms [2022-02-26 08:24:26 main:574] : INFO : Epoch 1652 | loss: 0.0312487 | val_loss: 0.031248 | Time: 2053.6 ms [2022-02-26 08:24:29 main:574] : INFO : Epoch 1653 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2456.31 ms [2022-02-26 08:24:31 main:574] : INFO : Epoch 1654 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 2321.37 ms [2022-02-26 08:24:34 main:574] : INFO : Epoch 1655 | loss: 0.031249 | val_loss: 0.0312477 | Time: 2238.26 ms [2022-02-26 08:24:37 main:574] : INFO : Epoch 1656 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 2111.23 ms [2022-02-26 08:24:39 main:574] : INFO : Epoch 1657 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2361.95 ms [2022-02-26 08:24:42 main:574] : INFO : Epoch 1658 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2641.95 ms [2022-02-26 08:24:44 main:574] : INFO : Epoch 1659 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 2078.93 ms [2022-02-26 08:24:46 main:574] : INFO : Epoch 1660 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 2095.23 ms [2022-02-26 08:24:48 main:574] : INFO : Epoch 1661 | loss: 0.031249 | val_loss: 0.0312483 | Time: 2113.63 ms [2022-02-26 08:24:51 main:574] : INFO : Epoch 1662 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1944.94 ms [2022-02-26 08:24:53 main:574] : INFO : Epoch 1663 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1949.66 ms [2022-02-26 08:24:56 main:574] : INFO : Epoch 1664 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2331.99 ms [2022-02-26 08:24:58 main:574] : INFO : Epoch 1665 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2333.52 ms [2022-02-26 08:25:00 main:574] : INFO : Epoch 1666 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2097.88 ms [2022-02-26 08:25:02 main:574] : INFO : Epoch 1667 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 2092.85 ms [2022-02-26 08:25:04 main:574] : INFO : Epoch 1668 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 1974.71 ms [2022-02-26 08:25:06 main:574] : INFO : Epoch 1669 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 2113.23 ms [2022-02-26 08:25:08 main:574] : INFO : Epoch 1670 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 2070.96 ms [2022-02-26 08:25:11 main:574] : INFO : Epoch 1671 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2094.32 ms [2022-02-26 08:25:12 main:574] : INFO : Epoch 1672 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1954.97 ms [2022-02-26 08:25:15 main:574] : INFO : Epoch 1673 | loss: 0.0312481 | val_loss: 0.031248 | Time: 2416.34 ms [2022-02-26 08:25:17 main:574] : INFO : Epoch 1674 | loss: 0.0312489 | val_loss: 0.0312478 | Time: 2174.76 ms [2022-02-26 08:25:19 main:574] : INFO : Epoch 1675 | loss: 0.0312487 | val_loss: 0.031249 | Time: 2056.18 ms [2022-02-26 08:25:21 main:574] : INFO : Epoch 1676 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2179.18 ms [2022-02-26 08:25:23 main:574] : INFO : Epoch 1677 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 1964.98 ms [2022-02-26 08:25:28 main:574] : INFO : Epoch 1678 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2067.76 ms [2022-02-26 08:25:31 main:574] : INFO : Epoch 1679 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 2906.65 ms [2022-02-26 08:25:33 main:574] : INFO : Epoch 1680 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2200.17 ms [2022-02-26 08:25:36 main:574] : INFO : Epoch 1681 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 2289.52 ms [2022-02-26 08:25:38 main:574] : INFO : Epoch 1682 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2167.59 ms [2022-02-26 08:25:40 main:574] : INFO : Epoch 1683 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 2169.5 ms [2022-02-26 08:25:43 main:574] : INFO : Epoch 1684 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2453.95 ms [2022-02-26 08:25:45 main:574] : INFO : Epoch 1685 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 2301.49 ms [2022-02-26 08:25:50 main:574] : INFO : Epoch 1686 | loss: 0.0312488 | val_loss: 0.031248 | Time: 2982.06 ms [2022-02-26 08:25:58 main:574] : INFO : Epoch 1687 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2497.55 ms [2022-02-26 08:26:00 main:574] : INFO : Epoch 1688 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2593.05 ms [2022-02-26 08:26:04 main:574] : INFO : Epoch 1689 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2145.42 ms [2022-02-26 08:26:06 main:574] : INFO : Epoch 1690 | loss: 0.0312496 | val_loss: 0.0312526 | Time: 2023.04 ms [2022-02-26 08:26:09 main:574] : INFO : Epoch 1691 | loss: 0.031249 | val_loss: 0.0312478 | Time: 2055.48 ms [2022-02-26 08:26:11 main:574] : INFO : Epoch 1692 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2246.55 ms [2022-02-26 08:26:15 main:574] : INFO : Epoch 1693 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 2229.02 ms [2022-02-26 08:26:17 main:574] : INFO : Epoch 1694 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2127.23 ms [2022-02-26 08:26:19 main:574] : INFO : Epoch 1695 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2065.12 ms [2022-02-26 08:26:24 main:574] : INFO : Epoch 1696 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2061.21 ms [2022-02-26 08:26:29 main:574] : INFO : Epoch 1697 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2666.14 ms [2022-02-26 08:26:31 main:574] : INFO : Epoch 1698 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 2009.76 ms [2022-02-26 08:26:33 main:574] : INFO : Epoch 1699 | loss: 0.0312499 | val_loss: 0.0312483 | Time: 2123.26 ms [2022-02-26 08:26:36 main:574] : INFO : Epoch 1700 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2139.68 ms [2022-02-26 08:26:43 main:574] : INFO : Epoch 1701 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2012.97 ms [2022-02-26 08:26:46 main:574] : INFO : Epoch 1702 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 2238.25 ms [2022-02-26 08:26:48 main:574] : INFO : Epoch 1703 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2090.41 ms [2022-02-26 08:26:53 main:574] : INFO : Epoch 1704 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2091.61 ms [2022-02-26 08:26:55 main:574] : INFO : Epoch 1705 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 2128.29 ms [2022-02-26 08:26:58 main:574] : INFO : Epoch 1706 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 2721.78 ms [2022-02-26 08:27:01 main:574] : INFO : Epoch 1707 | loss: 0.0312492 | val_loss: 0.0312477 | Time: 2019.86 ms [2022-02-26 08:27:04 main:574] : INFO : Epoch 1708 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2155.23 ms [2022-02-26 08:27:07 main:574] : INFO : Epoch 1709 | loss: 0.0312514 | val_loss: 0.0312493 | Time: 2060.62 ms [2022-02-26 08:27:09 main:574] : INFO : Epoch 1710 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 2028.96 ms [2022-02-26 08:27:13 main:574] : INFO : Epoch 1711 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2205.06 ms [2022-02-26 08:27:15 main:574] : INFO : Epoch 1712 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2380.61 ms [2022-02-26 08:27:18 main:574] : INFO : Epoch 1713 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2708.85 ms [2022-02-26 08:27:20 main:574] : INFO : Epoch 1714 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 2102.67 ms [2022-02-26 08:27:22 main:574] : INFO : Epoch 1715 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 2086.08 ms [2022-02-26 08:27:29 main:574] : INFO : Epoch 1716 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 2042.54 ms [2022-02-26 08:27:32 main:574] : INFO : Epoch 1717 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 2393.93 ms [2022-02-26 08:27:34 main:574] : INFO : Epoch 1718 | loss: 0.0312483 | val_loss: 0.031248 | Time: 2043.28 ms [2022-02-26 08:27:41 main:574] : INFO : Epoch 1719 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2147.02 ms [2022-02-26 08:27:43 main:574] : INFO : Epoch 1720 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2256.43 ms [2022-02-26 08:27:45 main:574] : INFO : Epoch 1721 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 2197.96 ms [2022-02-26 08:27:47 main:574] : INFO : Epoch 1722 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1955.86 ms [2022-02-26 08:27:50 main:574] : INFO : Epoch 1723 | loss: 0.0312494 | val_loss: 0.0312477 | Time: 2050.39 ms [2022-02-26 08:27:52 main:574] : INFO : Epoch 1724 | loss: 0.0312493 | val_loss: 0.0312477 | Time: 2134.54 ms [2022-02-26 08:27:58 main:574] : INFO : Epoch 1725 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 2330.42 ms [2022-02-26 08:28:01 main:574] : INFO : Epoch 1726 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1965.2 ms [2022-02-26 08:28:04 main:574] : INFO : Epoch 1727 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 2214.46 ms [2022-02-26 08:28:06 main:574] : INFO : Epoch 1728 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 1984.81 ms [2022-02-26 08:28:09 main:574] : INFO : Epoch 1729 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2624.87 ms [2022-02-26 08:28:11 main:574] : INFO : Epoch 1730 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1998.37 ms [2022-02-26 08:28:16 main:574] : INFO : Epoch 1731 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 2729.71 ms [2022-02-26 08:28:21 main:574] : INFO : Epoch 1732 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2807.75 ms [2022-02-26 08:28:25 main:574] : INFO : Epoch 1733 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 2231.92 ms [2022-02-26 08:28:29 main:574] : INFO : Epoch 1734 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2318.87 ms [2022-02-26 08:28:31 main:574] : INFO : Epoch 1735 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 2199.49 ms [2022-02-26 08:28:33 main:574] : INFO : Epoch 1736 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 2218.71 ms [2022-02-26 08:28:35 main:574] : INFO : Epoch 1737 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 2156.54 ms [2022-02-26 08:28:37 main:574] : INFO : Epoch 1738 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2114.56 ms [2022-02-26 08:28:40 main:574] : INFO : Epoch 1739 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1942.31 ms [2022-02-26 08:28:42 main:574] : INFO : Epoch 1740 | loss: 0.0312488 | val_loss: 0.031248 | Time: 2127.82 ms [2022-02-26 08:28:44 main:574] : INFO : Epoch 1741 | loss: 0.0312484 | val_loss: 0.031248 | Time: 2121.62 ms [2022-02-26 08:28:46 main:574] : INFO : Epoch 1742 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 2162.53 ms [2022-02-26 08:28:48 main:574] : INFO : Epoch 1743 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 2083.58 ms [2022-02-26 08:28:50 main:574] : INFO : Epoch 1744 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 2120.14 ms [2022-02-26 08:28:53 main:574] : INFO : Epoch 1745 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2236.6 ms [2022-02-26 08:28:55 main:574] : INFO : Epoch 1746 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2141.98 ms [2022-02-26 08:28:57 main:574] : INFO : Epoch 1747 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1954.01 ms [2022-02-26 08:28:59 main:574] : INFO : Epoch 1748 | loss: 0.031249 | val_loss: 0.031248 | Time: 1961.76 ms [2022-02-26 08:29:01 main:574] : INFO : Epoch 1749 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 2351.1 ms [2022-02-26 08:29:03 main:574] : INFO : Epoch 1750 | loss: 0.0312489 | val_loss: 0.0312478 | Time: 2186.9 ms [2022-02-26 08:29:06 main:574] : INFO : Epoch 1751 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 2426.73 ms [2022-02-26 08:29:09 main:574] : INFO : Epoch 1752 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 2426.53 ms [2022-02-26 08:29:11 main:574] : INFO : Epoch 1753 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2125.77 ms [2022-02-26 08:29:13 main:574] : INFO : Epoch 1754 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 2431.03 ms [2022-02-26 08:29:16 main:574] : INFO : Epoch 1755 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 2424.73 ms [2022-02-26 08:29:18 main:574] : INFO : Epoch 1756 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 1982.74 ms [2022-02-26 08:29:20 main:574] : INFO : Epoch 1757 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1979.21 ms [2022-02-26 08:29:23 main:574] : INFO : Epoch 1758 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2304.41 ms [2022-02-26 08:29:25 main:574] : INFO : Epoch 1759 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 1984.16 ms [2022-02-26 08:29:27 main:574] : INFO : Epoch 1760 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1990.3 ms [2022-02-26 08:29:29 main:574] : INFO : Epoch 1761 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2001.74 ms [2022-02-26 08:29:31 main:574] : INFO : Epoch 1762 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 2084.21 ms [2022-02-26 08:29:33 main:574] : INFO : Epoch 1763 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2186.21 ms [2022-02-26 08:29:36 main:574] : INFO : Epoch 1764 | loss: 0.0312486 | val_loss: 0.031248 | Time: 2686.39 ms [2022-02-26 08:29:38 main:574] : INFO : Epoch 1765 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2134.93 ms [2022-02-26 08:29:40 main:574] : INFO : Epoch 1766 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 2102 ms [2022-02-26 08:29:44 main:574] : INFO : Epoch 1767 | loss: 0.0312487 | val_loss: 0.031249 | Time: 2085.12 ms [2022-02-26 08:29:46 main:574] : INFO : Epoch 1768 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1938.39 ms [2022-02-26 08:29:48 main:574] : INFO : Epoch 1769 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1984.7 ms [2022-02-26 08:29:50 main:574] : INFO : Epoch 1770 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 2296.86 ms [2022-02-26 08:29:52 main:574] : INFO : Epoch 1771 | loss: 0.0312493 | val_loss: 0.0312482 | Time: 2115.83 ms [2022-02-26 08:29:54 main:574] : INFO : Epoch 1772 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 2189.11 ms [2022-02-26 08:29:56 main:574] : INFO : Epoch 1773 | loss: 0.031249 | val_loss: 0.0312478 | Time: 1980.25 ms [2022-02-26 08:29:58 main:574] : INFO : Epoch 1774 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1876.68 ms [2022-02-26 08:30:00 main:574] : INFO : Epoch 1775 | loss: 0.0312485 | val_loss: 0.031248 | Time: 2021.02 ms [2022-02-26 08:30:02 main:574] : INFO : Epoch 1776 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1970.01 ms [2022-02-26 08:30:05 main:574] : INFO : Epoch 1777 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 2243.73 ms [2022-02-26 08:30:07 main:574] : INFO : Epoch 1778 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1906.21 ms [2022-02-26 08:30:09 main:574] : INFO : Epoch 1779 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 2128.42 ms [2022-02-26 08:30:11 main:574] : INFO : Epoch 1780 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2323.94 ms [2022-02-26 08:30:13 main:574] : INFO : Epoch 1781 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 2086.62 ms [2022-02-26 08:30:15 main:574] : INFO : Epoch 1782 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 2104.6 ms [2022-02-26 08:30:17 main:574] : INFO : Epoch 1783 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2101.14 ms [2022-02-26 08:30:20 main:574] : INFO : Epoch 1784 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 2213.1 ms [2022-02-26 08:30:22 main:574] : INFO : Epoch 1785 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 2058.44 ms [2022-02-26 08:30:23 main:574] : INFO : Epoch 1786 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1873.69 ms [2022-02-26 08:30:25 main:574] : INFO : Epoch 1787 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1962.02 ms [2022-02-26 08:30:27 main:574] : INFO : Epoch 1788 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1935.06 ms [2022-02-26 08:30:33 main:574] : INFO : Epoch 1789 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 2110.12 ms [2022-02-26 08:30:35 main:574] : INFO : Epoch 1790 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 2050.02 ms [2022-02-26 08:30:40 main:574] : INFO : Epoch 1791 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2067.54 ms [2022-02-26 08:30:42 main:574] : INFO : Epoch 1792 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2266.94 ms [2022-02-26 08:30:51 main:574] : INFO : Epoch 1793 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2331.03 ms [2022-02-26 08:30:53 main:574] : INFO : Epoch 1794 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2085.72 ms [2022-02-26 08:30:55 main:574] : INFO : Epoch 1795 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 2230.11 ms [2022-02-26 08:30:58 main:574] : INFO : Epoch 1796 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 2335.88 ms [2022-02-26 08:31:01 main:574] : INFO : Epoch 1797 | loss: 0.031249 | val_loss: 0.0312497 | Time: 2159.69 ms [2022-02-26 08:31:03 main:574] : INFO : Epoch 1798 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 1939.28 ms [2022-02-26 08:31:05 main:574] : INFO : Epoch 1799 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2297.52 ms [2022-02-26 08:31:07 main:574] : INFO : Epoch 1800 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 2027.85 ms [2022-02-26 08:31:10 main:574] : INFO : Epoch 1801 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 2428.93 ms [2022-02-26 08:31:14 main:574] : INFO : Epoch 1802 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 2121.52 ms [2022-02-26 08:31:23 main:574] : INFO : Epoch 1803 | loss: 0.0312481 | val_loss: 0.031248 | Time: 2200.94 ms [2022-02-26 08:31:28 main:574] : INFO : Epoch 1804 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1974.6 ms [2022-02-26 08:31:32 main:574] : INFO : Epoch 1805 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 2040.36 ms [2022-02-26 08:31:34 main:574] : INFO : Epoch 1806 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 2011.44 ms [2022-02-26 08:31:36 main:574] : INFO : Epoch 1807 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 2062.05 ms [2022-02-26 08:31:38 main:574] : INFO : Epoch 1808 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 2181.96 ms [2022-02-26 08:31:40 main:574] : INFO : Epoch 1809 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 2040.97 ms [2022-02-26 08:31:44 main:574] : INFO : Epoch 1810 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2077.63 ms [2022-02-26 08:31:48 main:574] : INFO : Epoch 1811 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 2349.58 ms [2022-02-26 08:31:53 main:574] : INFO : Epoch 1812 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2081.56 ms [2022-02-26 08:31:56 main:574] : INFO : Epoch 1813 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1987.01 ms [2022-02-26 08:32:03 main:574] : INFO : Epoch 1814 | loss: 0.0312486 | val_loss: 0.031249 | Time: 2296.62 ms [2022-02-26 08:32:06 main:574] : INFO : Epoch 1815 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2047.12 ms [2022-02-26 08:32:08 main:574] : INFO : Epoch 1816 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1955.81 ms [2022-02-26 08:32:14 main:574] : INFO : Epoch 1817 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2142.56 ms [2022-02-26 08:32:17 main:574] : INFO : Epoch 1818 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2486.49 ms [2022-02-26 08:32:19 main:574] : INFO : Epoch 1819 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 2131.79 ms [2022-02-26 08:32:21 main:574] : INFO : Epoch 1820 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 2543.3 ms [2022-02-26 08:32:24 main:574] : INFO : Epoch 1821 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 2473.88 ms [2022-02-26 08:32:30 main:574] : INFO : Epoch 1822 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2213.87 ms [2022-02-26 08:32:32 main:574] : INFO : Epoch 1823 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2158.39 ms [2022-02-26 08:32:34 main:574] : INFO : Epoch 1824 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 1890.48 ms [2022-02-26 08:32:37 main:574] : INFO : Epoch 1825 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 2062.62 ms [2022-02-26 08:32:39 main:574] : INFO : Epoch 1826 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1952.17 ms [2022-02-26 08:32:41 main:574] : INFO : Epoch 1827 | loss: 0.0312489 | val_loss: 0.031248 | Time: 1969.76 ms [2022-02-26 08:32:43 main:574] : INFO : Epoch 1828 | loss: 0.0312485 | val_loss: 0.031249 | Time: 2036.57 ms [2022-02-26 08:32:45 main:574] : INFO : Epoch 1829 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 2116.36 ms [2022-02-26 08:32:47 main:574] : INFO : Epoch 1830 | loss: 0.031249 | val_loss: 0.0312485 | Time: 2146.78 ms [2022-02-26 08:32:49 main:574] : INFO : Epoch 1831 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 2168.44 ms [2022-02-26 08:32:51 main:574] : INFO : Epoch 1832 | loss: 0.0312486 | val_loss: 0.0312525 | Time: 1897.94 ms [2022-02-26 08:32:54 main:574] : INFO : Epoch 1833 | loss: 0.0312502 | val_loss: 0.0312477 | Time: 2160.96 ms [2022-02-26 08:32:56 main:574] : INFO : Epoch 1834 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 2351.16 ms [2022-02-26 08:32:59 main:574] : INFO : Epoch 1835 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 2090.26 ms [2022-02-26 08:33:01 main:574] : INFO : Epoch 1836 | loss: 0.031249 | val_loss: 0.0312508 | Time: 2123.46 ms [2022-02-26 08:33:03 main:574] : INFO : Epoch 1837 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1962.73 ms [2022-02-26 08:33:05 main:574] : INFO : Epoch 1838 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1956.55 ms [2022-02-26 08:33:07 main:574] : INFO : Epoch 1839 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1911.99 ms [2022-02-26 08:33:09 main:574] : INFO : Epoch 1840 | loss: 0.0312507 | val_loss: 0.0312493 | Time: 1957.21 ms [2022-02-26 08:33:11 main:574] : INFO : Epoch 1841 | loss: 0.0312488 | val_loss: 0.031248 | Time: 2035.11 ms [2022-02-26 08:33:13 main:574] : INFO : Epoch 1842 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 2226.83 ms [2022-02-26 08:33:15 main:574] : INFO : Epoch 1843 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1999.28 ms [2022-02-26 08:33:20 main:574] : INFO : Epoch 1844 | loss: 0.0312491 | val_loss: 0.031249 | Time: 2196.33 ms [2022-02-26 08:33:23 main:574] : INFO : Epoch 1845 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1959.18 ms [2022-02-26 08:33:25 main:574] : INFO : Epoch 1846 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 1957.41 ms [2022-02-26 08:33:28 main:574] : INFO : Epoch 1847 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2445.99 ms [2022-02-26 08:33:30 main:574] : INFO : Epoch 1848 | loss: 0.0312487 | val_loss: 0.0312501 | Time: 2240.68 ms [2022-02-26 08:33:32 main:574] : INFO : Epoch 1849 | loss: 0.0312494 | val_loss: 0.0312477 | Time: 2367.06 ms [2022-02-26 08:33:35 main:574] : INFO : Epoch 1850 | loss: 0.0312491 | val_loss: 0.0312521 | Time: 2050.23 ms [2022-02-26 08:33:37 main:574] : INFO : Epoch 1851 | loss: 0.0312495 | val_loss: 0.0312479 | Time: 1954.53 ms [2022-02-26 08:33:39 main:574] : INFO : Epoch 1852 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2287.36 ms [2022-02-26 08:33:42 main:574] : INFO : Epoch 1853 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 2192.86 ms [2022-02-26 08:33:44 main:574] : INFO : Epoch 1854 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2649.4 ms [2022-02-26 08:33:47 main:574] : INFO : Epoch 1855 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2210.6 ms [2022-02-26 08:33:49 main:574] : INFO : Epoch 1856 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2147.74 ms [2022-02-26 08:33:53 main:574] : INFO : Epoch 1857 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 2217.47 ms [2022-02-26 08:33:56 main:574] : INFO : Epoch 1858 | loss: 0.0312485 | val_loss: 0.0312517 | Time: 2155.88 ms [2022-02-26 08:33:58 main:574] : INFO : Epoch 1859 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 2243.03 ms [2022-02-26 08:34:00 main:574] : INFO : Epoch 1860 | loss: 0.031249 | val_loss: 0.0312507 | Time: 2070.87 ms [2022-02-26 08:34:04 main:574] : INFO : Epoch 1861 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 2691.47 ms [2022-02-26 08:34:07 main:574] : INFO : Epoch 1862 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 2987.57 ms [2022-02-26 08:34:10 main:574] : INFO : Epoch 1863 | loss: 0.031249 | val_loss: 0.031249 | Time: 2777.36 ms [2022-02-26 08:34:13 main:574] : INFO : Epoch 1864 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 2849.42 ms [2022-02-26 08:34:20 main:574] : INFO : Epoch 1865 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 2050.57 ms [2022-02-26 08:34:22 main:574] : INFO : Epoch 1866 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 2104.8 ms [2022-02-26 08:34:25 main:574] : INFO : Epoch 1867 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 2308.87 ms [2022-02-26 08:34:27 main:574] : INFO : Epoch 1868 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 2326.5 ms [2022-02-26 08:34:29 main:574] : INFO : Epoch 1869 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2120.78 ms [2022-02-26 08:34:31 main:574] : INFO : Epoch 1870 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 2079.7 ms [2022-02-26 08:34:36 main:574] : INFO : Epoch 1871 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 2078.54 ms [2022-02-26 08:34:38 main:574] : INFO : Epoch 1872 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2331.12 ms [2022-02-26 08:34:41 main:574] : INFO : Epoch 1873 | loss: 0.0312492 | val_loss: 0.031248 | Time: 2099.38 ms [2022-02-26 08:34:43 main:574] : INFO : Epoch 1874 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 2192.56 ms [2022-02-26 08:34:45 main:574] : INFO : Epoch 1875 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 2078.73 ms [2022-02-26 08:34:47 main:574] : INFO : Epoch 1876 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 2188.62 ms [2022-02-26 08:34:50 main:574] : INFO : Epoch 1877 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2221.58 ms [2022-02-26 08:34:52 main:574] : INFO : Epoch 1878 | loss: 0.0312492 | val_loss: 0.0312478 | Time: 1957.29 ms [2022-02-26 08:34:54 main:574] : INFO : Epoch 1879 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 2122.8 ms [2022-02-26 08:34:56 main:574] : INFO : Epoch 1880 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1993.46 ms [2022-02-26 08:34:58 main:574] : INFO : Epoch 1881 | loss: 0.0312497 | val_loss: 0.0312479 | Time: 1970.42 ms [2022-02-26 08:35:00 main:574] : INFO : Epoch 1882 | loss: 0.0312483 | val_loss: 0.031248 | Time: 2259.56 ms [2022-02-26 08:35:02 main:574] : INFO : Epoch 1883 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 2102.27 ms [2022-02-26 08:35:05 main:574] : INFO : Epoch 1884 | loss: 0.0312485 | val_loss: 0.031248 | Time: 2079.98 ms [2022-02-26 08:35:08 main:574] : INFO : Epoch 1885 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 2035.74 ms [2022-02-26 08:35:10 main:574] : INFO : Epoch 1886 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1918.59 ms [2022-02-26 08:35:12 main:574] : INFO : Epoch 1887 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 2020.11 ms [2022-02-26 08:35:14 main:574] : INFO : Epoch 1888 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1928.57 ms [2022-02-26 08:35:16 main:574] : INFO : Epoch 1889 | loss: 0.0312488 | val_loss: 0.0312518 | Time: 2272.51 ms [2022-02-26 08:35:18 main:574] : INFO : Epoch 1890 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 2103.92 ms [2022-02-26 08:35:21 main:574] : INFO : Epoch 1891 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 2027.19 ms [2022-02-26 08:35:23 main:574] : INFO : Epoch 1892 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 1985.83 ms [2022-02-26 08:35:25 main:574] : INFO : Epoch 1893 | loss: 0.0312489 | val_loss: 0.0312479 | Time: 1937.33 ms [2022-02-26 08:35:27 main:574] : INFO : Epoch 1894 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 2116.84 ms [2022-02-26 08:35:29 main:574] : INFO : Epoch 1895 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 2072.07 ms [2022-02-26 08:35:34 main:574] : INFO : Epoch 1896 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 2110.39 ms [2022-02-26 08:35:36 main:574] : INFO : Epoch 1897 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 2099.59 ms [2022-02-26 08:35:38 main:574] : INFO : Epoch 1898 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 2097.33 ms [2022-02-26 08:35:40 main:574] : INFO : Epoch 1899 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1965.43 ms [2022-02-26 08:35:43 main:574] : INFO : Epoch 1900 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 2447.25 ms [2022-02-26 08:35:45 main:574] : INFO : Epoch 1901 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2016.93 ms [2022-02-26 08:35:47 main:574] : INFO : Epoch 1902 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 2155.71 ms [2022-02-26 08:35:49 main:574] : INFO : Epoch 1903 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 2142.14 ms [2022-02-26 08:35:52 main:574] : INFO : Epoch 1904 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 2111.9 ms [2022-02-26 08:35:54 main:574] : INFO : Epoch 1905 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1966.85 ms [2022-02-26 08:36:00 main:574] : INFO : Epoch 1906 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 2607.62 ms [2022-02-26 08:36:03 main:574] : INFO : Epoch 1907 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2629.72 ms [2022-02-26 08:36:05 main:574] : INFO : Epoch 1908 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 2190.91 ms [2022-02-26 08:36:09 main:574] : INFO : Epoch 1909 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 3132.55 ms [2022-02-26 08:36:11 main:574] : INFO : Epoch 1910 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2018.75 ms [2022-02-26 08:36:14 main:574] : INFO : Epoch 1911 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 2172.06 ms [2022-02-26 08:36:16 main:574] : INFO : Epoch 1912 | loss: 0.0312493 | val_loss: 0.031248 | Time: 2098.72 ms [2022-02-26 08:36:18 main:574] : INFO : Epoch 1913 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1982.92 ms [2022-02-26 08:36:22 main:574] : INFO : Epoch 1914 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 2844.53 ms [2022-02-26 08:36:26 main:574] : INFO : Epoch 1915 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 2114.93 ms [2022-02-26 08:36:28 main:574] : INFO : Epoch 1916 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2092.47 ms [2022-02-26 08:36:31 main:574] : INFO : Epoch 1917 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 2065.09 ms [2022-02-26 08:36:34 main:574] : INFO : Epoch 1918 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 2357.91 ms [2022-02-26 08:36:39 main:574] : INFO : Epoch 1919 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 3044.63 ms [2022-02-26 08:36:41 main:574] : INFO : Epoch 1920 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1987.66 ms [2022-02-26 08:36:43 main:574] : INFO : Epoch 1921 | loss: 0.031249 | val_loss: 0.0312481 | Time: 2009.06 ms [2022-02-26 08:36:45 main:574] : INFO : Epoch 1922 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1969.24 ms [2022-02-26 08:36:47 main:574] : INFO : Epoch 1923 | loss: 0.0312491 | val_loss: 0.031248 | Time: 2382.85 ms [2022-02-26 08:36:49 main:574] : INFO : Epoch 1924 | loss: 0.031249 | val_loss: 0.0312485 | Time: 2094.54 ms [2022-02-26 08:36:52 main:574] : INFO : Epoch 1925 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 2045.1 ms [2022-02-26 08:36:54 main:574] : INFO : Epoch 1926 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 2215.52 ms [2022-02-26 08:36:56 main:574] : INFO : Epoch 1927 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 2292.63 ms [2022-02-26 08:36:59 main:574] : INFO : Epoch 1928 | loss: 0.0312492 | val_loss: 0.031248 | Time: 2134.87 ms [2022-02-26 08:37:01 main:574] : INFO : Epoch 1929 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1999.77 ms [2022-02-26 08:37:04 main:574] : INFO : Epoch 1930 | loss: 0.031249 | val_loss: 0.0312479 | Time: 2492.8 ms [2022-02-26 08:37:08 main:574] : INFO : Epoch 1931 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2231.8 ms [2022-02-26 08:37:10 main:574] : INFO : Epoch 1932 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 2130.36 ms [2022-02-26 08:37:12 main:574] : INFO : Epoch 1933 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2014.11 ms [2022-02-26 08:37:14 main:574] : INFO : Epoch 1934 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1930.07 ms [2022-02-26 08:37:16 main:574] : INFO : Epoch 1935 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 2053.06 ms [2022-02-26 08:37:19 main:574] : INFO : Epoch 1936 | loss: 0.0312489 | val_loss: 0.0312479 | Time: 2118.01 ms [2022-02-26 08:37:20 main:574] : INFO : Epoch 1937 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1859.18 ms [2022-02-26 08:37:24 main:574] : INFO : Epoch 1938 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 2309.48 ms [2022-02-26 08:37:26 main:574] : INFO : Epoch 1939 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 2292.54 ms [2022-02-26 08:37:29 main:574] : INFO : Epoch 1940 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2738.56 ms [2022-02-26 08:37:35 main:574] : INFO : Epoch 1941 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2160.38 ms [2022-02-26 08:37:40 main:574] : INFO : Epoch 1942 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 2066.31 ms [2022-02-26 08:37:43 main:574] : INFO : Epoch 1943 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 2001.1 ms [2022-02-26 08:37:46 main:574] : INFO : Epoch 1944 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2305.35 ms [2022-02-26 08:37:48 main:574] : INFO : Epoch 1945 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 2247.39 ms [2022-02-26 08:37:54 main:574] : INFO : Epoch 1946 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 2310.96 ms [2022-02-26 08:37:56 main:574] : INFO : Epoch 1947 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 2432.27 ms [2022-02-26 08:37:58 main:574] : INFO : Epoch 1948 | loss: 0.0312493 | val_loss: 0.0312478 | Time: 1972.6 ms [2022-02-26 08:38:06 main:574] : INFO : Epoch 1949 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 2037.92 ms [2022-02-26 08:38:12 main:574] : INFO : Epoch 1950 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2396.97 ms [2022-02-26 08:38:14 main:574] : INFO : Epoch 1951 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1994.79 ms [2022-02-26 08:38:16 main:574] : INFO : Epoch 1952 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 2207.29 ms [2022-02-26 08:38:18 main:574] : INFO : Epoch 1953 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2054.54 ms [2022-02-26 08:38:21 main:574] : INFO : Epoch 1954 | loss: 0.031249 | val_loss: 0.0312496 | Time: 2102.15 ms [2022-02-26 08:38:23 main:574] : INFO : Epoch 1955 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 2095.4 ms [2022-02-26 08:38:29 main:574] : INFO : Epoch 1956 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 2208.47 ms [2022-02-26 08:38:31 main:574] : INFO : Epoch 1957 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2071.85 ms [2022-02-26 08:38:33 main:574] : INFO : Epoch 1958 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 2108.85 ms [2022-02-26 08:38:35 main:574] : INFO : Epoch 1959 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2135.38 ms [2022-02-26 08:38:37 main:574] : INFO : Epoch 1960 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 2051.43 ms [2022-02-26 08:38:39 main:574] : INFO : Epoch 1961 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1896.34 ms [2022-02-26 08:38:41 main:574] : INFO : Epoch 1962 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1963.42 ms [2022-02-26 08:38:43 main:574] : INFO : Epoch 1963 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2009.31 ms [2022-02-26 08:38:45 main:574] : INFO : Epoch 1964 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2069.62 ms [2022-02-26 08:38:47 main:574] : INFO : Epoch 1965 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2034.26 ms [2022-02-26 08:38:49 main:574] : INFO : Epoch 1966 | loss: 0.0312483 | val_loss: 0.031248 | Time: 2107.17 ms [2022-02-26 08:38:52 main:574] : INFO : Epoch 1967 | loss: 0.0312489 | val_loss: 0.031248 | Time: 2061.56 ms [2022-02-26 08:38:55 main:574] : INFO : Epoch 1968 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 3093.06 ms [2022-02-26 08:39:00 main:574] : INFO : Epoch 1969 | loss: 0.0312489 | val_loss: 0.031248 | Time: 2126.08 ms [2022-02-26 08:39:03 main:574] : INFO : Epoch 1970 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2159.45 ms [2022-02-26 08:39:06 main:574] : INFO : Epoch 1971 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 2287.77 ms [2022-02-26 08:39:09 main:574] : INFO : Epoch 1972 | loss: 0.0312494 | val_loss: 0.0312477 | Time: 2136.91 ms [2022-02-26 08:39:11 main:574] : INFO : Epoch 1973 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 1927.78 ms [2022-02-26 08:39:14 main:574] : INFO : Epoch 1974 | loss: 0.0312532 | val_loss: 0.0312508 | Time: 2610.06 ms [2022-02-26 08:39:16 main:574] : INFO : Epoch 1975 | loss: 0.0312514 | val_loss: 0.031251 | Time: 2108.55 ms [2022-02-26 08:39:18 main:574] : INFO : Epoch 1976 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1972.98 ms [2022-02-26 08:39:21 main:574] : INFO : Epoch 1977 | loss: 0.0312491 | val_loss: 0.031249 | Time: 3094.04 ms [2022-02-26 08:39:24 main:574] : INFO : Epoch 1978 | loss: 0.031249 | val_loss: 0.0312478 | Time: 3409.77 ms [2022-02-26 08:39:26 main:574] : INFO : Epoch 1979 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2131.23 ms [2022-02-26 08:39:30 main:574] : INFO : Epoch 1980 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2077.19 ms [2022-02-26 08:39:33 main:574] : INFO : Epoch 1981 | loss: 0.031249 | val_loss: 0.0312477 | Time: 2076 ms [2022-02-26 08:39:35 main:574] : INFO : Epoch 1982 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 2153.7 ms [2022-02-26 08:39:37 main:574] : INFO : Epoch 1983 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1961.65 ms [2022-02-26 08:39:47 main:574] : INFO : Epoch 1984 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 2075.92 ms [2022-02-26 08:39:49 main:574] : INFO : Epoch 1985 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2362.34 ms [2022-02-26 08:39:51 main:574] : INFO : Epoch 1986 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 2104.31 ms [2022-02-26 08:39:53 main:574] : INFO : Epoch 1987 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2144.97 ms [2022-02-26 08:39:56 main:574] : INFO : Epoch 1988 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2154.2 ms [2022-02-26 08:40:01 main:574] : INFO : Epoch 1989 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2177.9 ms [2022-02-26 08:40:04 main:574] : INFO : Epoch 1990 | loss: 0.0312492 | val_loss: 0.0312477 | Time: 2130.87 ms [2022-02-26 08:40:06 main:574] : INFO : Epoch 1991 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 2129.16 ms [2022-02-26 08:40:09 main:574] : INFO : Epoch 1992 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 2306.89 ms [2022-02-26 08:40:11 main:574] : INFO : Epoch 1993 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 2079.46 ms [2022-02-26 08:40:13 main:574] : INFO : Epoch 1994 | loss: 0.0312485 | val_loss: 0.0312501 | Time: 2353.59 ms [2022-02-26 08:40:20 main:574] : INFO : Epoch 1995 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 2175.55 ms [2022-02-26 08:40:22 main:574] : INFO : Epoch 1996 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1985.04 ms [2022-02-26 08:40:24 main:574] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312477 | Time: 2253.59 ms [2022-02-26 08:40:26 main:574] : INFO : Epoch 1998 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1946.9 ms [2022-02-26 08:40:29 main:574] : INFO : Epoch 1999 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 2431.48 ms [2022-02-26 08:40:31 main:574] : INFO : Epoch 2000 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 2241.95 ms [2022-02-26 08:40:34 main:574] : INFO : Epoch 2001 | loss: 0.0312485 | val_loss: 0.031249 | Time: 2223.52 ms [2022-02-26 08:40:38 main:574] : INFO : Epoch 2002 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 2722.48 ms [2022-02-26 08:40:43 main:574] : INFO : Epoch 2003 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2053.9 ms [2022-02-26 08:40:45 main:574] : INFO : Epoch 2004 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 1939.25 ms [2022-02-26 08:40:51 main:574] : INFO : Epoch 2005 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1948.93 ms [2022-02-26 08:40:53 main:574] : INFO : Epoch 2006 | loss: 0.0312485 | val_loss: 0.031248 | Time: 2181.58 ms [2022-02-26 08:40:56 main:574] : INFO : Epoch 2007 | loss: 0.0312491 | val_loss: 0.031249 | Time: 2427.83 ms [2022-02-26 08:40:58 main:574] : INFO : Epoch 2008 | loss: 0.0312493 | val_loss: 0.0312477 | Time: 1929.97 ms [2022-02-26 08:41:00 main:574] : INFO : Epoch 2009 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 2287.76 ms [2022-02-26 08:41:03 main:574] : INFO : Epoch 2010 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2387.8 ms [2022-02-26 08:41:06 main:574] : INFO : Epoch 2011 | loss: 0.0312484 | val_loss: 0.031248 | Time: 2143.78 ms [2022-02-26 08:41:10 main:574] : INFO : Epoch 2012 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 2128.32 ms [2022-02-26 08:41:12 main:574] : INFO : Epoch 2013 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2240.67 ms [2022-02-26 08:41:22 main:574] : INFO : Epoch 2014 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 2232.29 ms [2022-02-26 08:41:24 main:574] : INFO : Epoch 2015 | loss: 0.031249 | val_loss: 0.0312479 | Time: 2387.38 ms [2022-02-26 08:41:27 main:574] : INFO : Epoch 2016 | loss: 0.0312489 | val_loss: 0.0312479 | Time: 2814.7 ms [2022-02-26 08:41:30 main:574] : INFO : Epoch 2017 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 2198.71 ms [2022-02-26 08:41:32 main:574] : INFO : Epoch 2018 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1973.14 ms [2022-02-26 08:41:34 main:574] : INFO : Epoch 2019 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 2115.39 ms [2022-02-26 08:41:37 main:574] : INFO : Epoch 2020 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 2403.06 ms [2022-02-26 08:41:40 main:574] : INFO : Epoch 2021 | loss: 0.0312495 | val_loss: 0.0312483 | Time: 2841.67 ms [2022-02-26 08:41:42 main:574] : INFO : Epoch 2022 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 2042.19 ms [2022-02-26 08:41:45 main:574] : INFO : Epoch 2023 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 2252.3 ms [2022-02-26 08:41:51 main:574] : INFO : Epoch 2024 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2035.67 ms [2022-02-26 08:41:53 main:574] : INFO : Epoch 2025 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 2128.87 ms [2022-02-26 08:41:55 main:574] : INFO : Epoch 2026 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 2021.34 ms [2022-02-26 08:41:57 main:574] : INFO : Epoch 2027 | loss: 0.0312483 | val_loss: 0.031249 | Time: 2134.53 ms [2022-02-26 08:42:02 main:574] : INFO : Epoch 2028 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 2186.57 ms [2022-02-26 08:42:10 main:574] : INFO : Epoch 2029 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 2022.78 ms [2022-02-26 08:42:14 main:574] : INFO : Epoch 2030 | loss: 0.0312484 | val_loss: 0.031248 | Time: 2078.99 ms [2022-02-26 08:42:16 main:574] : INFO : Epoch 2031 | loss: 0.031249 | val_loss: 0.0312482 | Time: 2037.22 ms [2022-02-26 08:42:18 main:574] : INFO : Epoch 2032 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 2074.54 ms [2022-02-26 08:42:20 main:574] : INFO : Epoch 2033 | loss: 0.0312484 | val_loss: 0.031248 | Time: 2341.75 ms [2022-02-26 08:42:23 main:574] : INFO : Epoch 2034 | loss: 0.0312488 | val_loss: 0.031251 | Time: 2181.97 ms [2022-02-26 08:42:25 main:574] : INFO : Epoch 2035 | loss: 0.0312498 | val_loss: 0.031249 | Time: 2048.48 ms [2022-02-26 08:42:27 main:574] : INFO : Epoch 2036 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 2168.56 ms [2022-02-26 08:42:29 main:574] : INFO : Epoch 2037 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 1941.07 ms [2022-02-26 08:42:31 main:574] : INFO : Epoch 2038 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2048.14 ms [2022-02-26 08:42:34 main:574] : INFO : Epoch 2039 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 2352.77 ms [2022-02-26 08:42:36 main:574] : INFO : Epoch 2040 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1937.22 ms [2022-02-26 08:42:38 main:574] : INFO : Epoch 2041 | loss: 0.031249 | val_loss: 0.0312479 | Time: 2111.97 ms [2022-02-26 08:42:40 main:574] : INFO : Epoch 2042 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1945.09 ms [2022-02-26 08:42:42 main:574] : INFO : Epoch 2043 | loss: 0.0312493 | val_loss: 0.0312532 | Time: 2312.19 ms [2022-02-26 08:42:44 main:574] : INFO : Epoch 2044 | loss: 0.0312512 | val_loss: 0.0312486 | Time: 2010.53 ms [2022-02-26 08:42:47 main:574] : INFO : Epoch 2045 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 2163.64 ms [2022-02-26 08:42:49 main:574] : INFO : Epoch 2046 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2176.47 ms [2022-02-26 08:42:51 main:574] : INFO : Epoch 2047 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 1970.05 ms [2022-02-26 08:42:53 main:574] : INFO : Epoch 2048 | loss: 0.031249 | val_loss: 0.0312498 | Time: 2247.17 ms [2022-02-26 08:42:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312498 [2022-02-26 08:42:55 main:603] : INFO : Saving end state to config to file [2022-02-26 08:42:55 main:608] : INFO : Success, exiting.. 08:42:55 (548): 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)