Task 12038724
| Name | ParityModified-1639948089-12429-3-0_1 |
| Workunit | 8738272 |
| Created | 25 Feb 2022, 7:10:19 UTC |
| Sent | 25 Feb 2022, 8:26:56 UTC |
| Report deadline | 5 Mar 2022, 8:26:56 UTC |
| Received | 28 Feb 2022, 12:12:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17492 |
| Run time | 1 hours 39 min 38 sec |
| CPU time | 1 hours 38 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,914.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0310056 | val_loss: 0.0310552 | Time: 2118.7 ms [2022-02-28 11:50:01 main:574] : INFO : Epoch 1543 | loss: 0.0310059 | val_loss: 0.0310498 | Time: 2721.57 ms [2022-02-28 11:50:03 main:574] : INFO : Epoch 1544 | loss: 0.031004 | val_loss: 0.0310564 | Time: 2299.44 ms [2022-02-28 11:50:06 main:574] : INFO : Epoch 1545 | loss: 0.0310045 | val_loss: 0.0310604 | Time: 2590.83 ms [2022-02-28 11:50:08 main:574] : INFO : Epoch 1546 | loss: 0.0310133 | val_loss: 0.031072 | Time: 2120.69 ms [2022-02-28 11:50:10 main:574] : INFO : Epoch 1547 | loss: 0.0310269 | val_loss: 0.0310579 | Time: 2510.2 ms [2022-02-28 11:50:13 main:574] : INFO : Epoch 1548 | loss: 0.0310182 | val_loss: 0.0310591 | Time: 2361.8 ms [2022-02-28 11:50:15 main:574] : INFO : Epoch 1549 | loss: 0.0310166 | val_loss: 0.0310587 | Time: 2555.13 ms [2022-02-28 11:50:18 main:574] : INFO : Epoch 1550 | loss: 0.0310133 | val_loss: 0.0310598 | Time: 2574.77 ms [2022-02-28 11:50:21 main:574] : INFO : Epoch 1551 | loss: 0.0310085 | val_loss: 0.0310556 | Time: 2982.17 ms [2022-02-28 11:50:24 main:574] : INFO : Epoch 1552 | loss: 0.0310066 | val_loss: 0.0310583 | Time: 2618.24 ms [2022-02-28 11:50:27 main:574] : INFO : Epoch 1553 | loss: 0.0310081 | val_loss: 0.0310609 | Time: 2974.21 ms [2022-02-28 11:50:29 main:574] : INFO : Epoch 1554 | loss: 0.0310069 | val_loss: 0.0310526 | Time: 2816.39 ms [2022-02-28 11:50:32 main:574] : INFO : Epoch 1555 | loss: 0.0310055 | val_loss: 0.0310561 | Time: 2283.25 ms [2022-02-28 11:50:34 main:574] : INFO : Epoch 1556 | loss: 0.0310044 | val_loss: 0.0310555 | Time: 2506.47 ms [2022-02-28 11:50:37 main:574] : INFO : Epoch 1557 | loss: 0.0310028 | val_loss: 0.0310541 | Time: 2346.95 ms [2022-02-28 11:50:39 main:574] : INFO : Epoch 1558 | loss: 0.0310011 | val_loss: 0.0310612 | Time: 2316.26 ms [2022-02-28 11:50:41 main:574] : INFO : Epoch 1559 | loss: 0.0310057 | val_loss: 0.03106 | Time: 2433.71 ms [2022-02-28 11:50:44 main:574] : INFO : Epoch 1560 | loss: 0.0310084 | val_loss: 0.031057 | Time: 2321.9 ms [2022-02-28 11:50:46 main:574] : INFO : Epoch 1561 | loss: 0.031002 | val_loss: 0.0310555 | Time: 2451.26 ms [2022-02-28 11:50:48 main:574] : INFO : Epoch 1562 | loss: 0.0309986 | val_loss: 0.0310585 | Time: 2172.98 ms [2022-02-28 11:50:51 main:574] : INFO : Epoch 1563 | loss: 0.0309984 | val_loss: 0.031058 | Time: 2880.12 ms [2022-02-28 11:50:53 main:574] : INFO : Epoch 1564 | loss: 0.0309975 | val_loss: 0.0310532 | Time: 2197.39 ms [2022-02-28 11:51:06 main:574] : INFO : Epoch 1565 | loss: 0.0310005 | val_loss: 0.0310566 | Time: 12616.1 ms [2022-02-28 11:51:08 main:574] : INFO : Epoch 1566 | loss: 0.0310045 | val_loss: 0.0310489 | Time: 2247.19 ms [2022-02-28 11:51:11 main:574] : INFO : Epoch 1567 | loss: 0.0309983 | val_loss: 0.0310491 | Time: 2615.97 ms [2022-02-28 11:51:13 main:574] : INFO : Epoch 1568 | loss: 0.0309984 | val_loss: 0.0310593 | Time: 2134.26 ms [2022-02-28 11:51:16 main:574] : INFO : Epoch 1569 | loss: 0.0310053 | val_loss: 0.0310501 | Time: 2598.43 ms [2022-02-28 11:51:18 main:574] : INFO : Epoch 1570 | loss: 0.0310047 | val_loss: 0.0310589 | Time: 2168.13 ms [2022-02-28 11:51:20 main:574] : INFO : Epoch 1571 | loss: 0.0310027 | val_loss: 0.0310592 | Time: 2438.55 ms [2022-02-28 11:51:22 main:574] : INFO : Epoch 1572 | loss: 0.0310032 | val_loss: 0.0310617 | Time: 2020.38 ms [2022-02-28 11:51:25 main:574] : INFO : Epoch 1573 | loss: 0.0310034 | val_loss: 0.0310496 | Time: 2764.22 ms [2022-02-28 11:51:27 main:574] : INFO : Epoch 1574 | loss: 0.0310042 | val_loss: 0.0310523 | Time: 2311.71 ms [2022-02-28 11:51:30 main:574] : INFO : Epoch 1575 | loss: 0.0310125 | val_loss: 0.0310577 | Time: 2612.07 ms [2022-02-28 11:51:32 main:574] : INFO : Epoch 1576 | loss: 0.0310154 | val_loss: 0.0310632 | Time: 2143 ms [2022-02-28 11:51:35 main:574] : INFO : Epoch 1577 | loss: 0.0310135 | val_loss: 0.0310635 | Time: 2492.72 ms [2022-02-28 11:51:37 main:574] : INFO : Epoch 1578 | loss: 0.0310107 | val_loss: 0.0310515 | Time: 2254.74 ms [2022-02-28 11:51:39 main:574] : INFO : Epoch 1579 | loss: 0.0310054 | val_loss: 0.0310502 | Time: 2505.22 ms [2022-02-28 11:51:42 main:574] : INFO : Epoch 1580 | loss: 0.0310033 | val_loss: 0.0310652 | Time: 2479.62 ms [2022-02-28 11:51:45 main:574] : INFO : Epoch 1581 | loss: 0.031 | val_loss: 0.0310492 | Time: 2783.37 ms [2022-02-28 11:51:48 main:574] : INFO : Epoch 1582 | loss: 0.0310029 | val_loss: 0.0310549 | Time: 3129.15 ms [2022-02-28 11:51:51 main:574] : INFO : Epoch 1583 | loss: 0.0309994 | val_loss: 0.0310585 | Time: 3647.05 ms [2022-02-28 11:51:54 main:574] : INFO : Epoch 1584 | loss: 0.0309974 | val_loss: 0.0310463 | Time: 2383.24 ms [2022-02-28 11:51:56 main:574] : INFO : Epoch 1585 | loss: 0.0309977 | val_loss: 0.0310532 | Time: 2557.78 ms [2022-02-28 11:51:58 main:574] : INFO : Epoch 1586 | loss: 0.0309962 | val_loss: 0.0310532 | Time: 2117.74 ms [2022-02-28 11:52:01 main:574] : INFO : Epoch 1587 | loss: 0.0309963 | val_loss: 0.0310612 | Time: 2505.83 ms [2022-02-28 11:52:03 main:574] : INFO : Epoch 1588 | loss: 0.0309964 | val_loss: 0.0310608 | Time: 2197.14 ms [2022-02-28 11:52:06 main:574] : INFO : Epoch 1589 | loss: 0.0310005 | val_loss: 0.0310527 | Time: 2594.59 ms [2022-02-28 11:52:08 main:574] : INFO : Epoch 1590 | loss: 0.0309959 | val_loss: 0.031055 | Time: 2287.53 ms [2022-02-28 11:52:11 main:574] : INFO : Epoch 1591 | loss: 0.0309923 | val_loss: 0.0310485 | Time: 2630.23 ms [2022-02-28 11:52:13 main:574] : INFO : Epoch 1592 | loss: 0.0309974 | val_loss: 0.0310521 | Time: 2143.43 ms [2022-02-28 11:52:15 main:574] : INFO : Epoch 1593 | loss: 0.031006 | val_loss: 0.0310598 | Time: 2515.29 ms [2022-02-28 11:52:17 main:574] : INFO : Epoch 1594 | loss: 0.0310017 | val_loss: 0.0310551 | Time: 2099.35 ms [2022-02-28 11:52:20 main:574] : INFO : Epoch 1595 | loss: 0.0310023 | val_loss: 0.0310475 | Time: 2565.99 ms [2022-02-28 11:52:22 main:574] : INFO : Epoch 1596 | loss: 0.0310086 | val_loss: 0.0310514 | Time: 2119.76 ms [2022-02-28 11:52:25 main:574] : INFO : Epoch 1597 | loss: 0.0310071 | val_loss: 0.0310476 | Time: 2528.77 ms [2022-02-28 11:52:27 main:574] : INFO : Epoch 1598 | loss: 0.0310071 | val_loss: 0.0310499 | Time: 2239.64 ms [2022-02-28 11:52:29 main:574] : INFO : Epoch 1599 | loss: 0.0310004 | val_loss: 0.0310445 | Time: 2408.73 ms [2022-02-28 11:52:32 main:574] : INFO : Epoch 1600 | loss: 0.0309964 | val_loss: 0.0310506 | Time: 2390.02 ms [2022-02-28 11:52:34 main:574] : INFO : Epoch 1601 | loss: 0.0309955 | val_loss: 0.0310446 | Time: 2213.54 ms [2022-02-28 11:52:37 main:574] : INFO : Epoch 1602 | loss: 0.0309967 | val_loss: 0.0310499 | Time: 2587.54 ms [2022-02-28 11:52:39 main:574] : INFO : Epoch 1603 | loss: 0.0309933 | val_loss: 0.0310441 | Time: 2098.72 ms [2022-02-28 11:52:41 main:574] : INFO : Epoch 1604 | loss: 0.0309944 | val_loss: 0.0310525 | Time: 2484.48 ms [2022-02-28 11:52:43 main:574] : INFO : Epoch 1605 | loss: 0.0309981 | val_loss: 0.0310549 | Time: 2128.43 ms [2022-02-28 11:52:46 main:574] : INFO : Epoch 1606 | loss: 0.030993 | val_loss: 0.0310533 | Time: 2455.06 ms [2022-02-28 11:52:48 main:574] : INFO : Epoch 1607 | loss: 0.0309905 | val_loss: 0.0310524 | Time: 2262.76 ms [2022-02-28 11:52:51 main:574] : INFO : Epoch 1608 | loss: 0.0309911 | val_loss: 0.0310508 | Time: 2519.65 ms [2022-02-28 11:52:53 main:574] : INFO : Epoch 1609 | loss: 0.0309895 | val_loss: 0.0310554 | Time: 2139.75 ms [2022-02-28 11:52:55 main:574] : INFO : Epoch 1610 | loss: 0.0309961 | val_loss: 0.0310473 | Time: 2415.26 ms [2022-02-28 11:52:57 main:574] : INFO : Epoch 1611 | loss: 0.0310011 | val_loss: 0.031051 | Time: 2116.23 ms [2022-02-28 11:53:00 main:574] : INFO : Epoch 1612 | loss: 0.030999 | val_loss: 0.0310455 | Time: 2508.15 ms [2022-02-28 11:53:02 main:574] : INFO : Epoch 1613 | loss: 0.0309986 | val_loss: 0.0310473 | Time: 2214.57 ms [2022-02-28 11:53:04 main:574] : INFO : Epoch 1614 | loss: 0.0309979 | val_loss: 0.0310474 | Time: 2367.51 ms [2022-02-28 11:53:07 main:574] : INFO : Epoch 1615 | loss: 0.030997 | val_loss: 0.0310498 | Time: 2334.34 ms [2022-02-28 11:53:09 main:574] : INFO : Epoch 1616 | loss: 0.0309961 | val_loss: 0.0310722 | Time: 2142.78 ms [2022-02-28 11:53:11 main:574] : INFO : Epoch 1617 | loss: 0.0309976 | val_loss: 0.0310639 | Time: 2526.82 ms [2022-02-28 11:53:13 main:574] : INFO : Epoch 1618 | loss: 0.0309956 | val_loss: 0.0310517 | Time: 2075.56 ms [2022-02-28 11:53:16 main:574] : INFO : Epoch 1619 | loss: 0.0309935 | val_loss: 0.0310544 | Time: 2503.25 ms [2022-02-28 11:53:18 main:574] : INFO : Epoch 1620 | loss: 0.0309937 | val_loss: 0.0310533 | Time: 2166.82 ms [2022-02-28 11:53:21 main:574] : INFO : Epoch 1621 | loss: 0.0309896 | val_loss: 0.0310476 | Time: 2587.62 ms [2022-02-28 11:53:23 main:574] : INFO : Epoch 1622 | loss: 0.0309931 | val_loss: 0.0310569 | Time: 2063.08 ms [2022-02-28 11:53:25 main:574] : INFO : Epoch 1623 | loss: 0.0309939 | val_loss: 0.031048 | Time: 2521.88 ms [2022-02-28 11:53:28 main:574] : INFO : Epoch 1624 | loss: 0.0309906 | val_loss: 0.0310528 | Time: 2225.87 ms [2022-02-28 11:53:30 main:574] : INFO : Epoch 1625 | loss: 0.0310025 | val_loss: 0.031056 | Time: 2724.97 ms [2022-02-28 11:53:32 main:574] : INFO : Epoch 1626 | loss: 0.0310173 | val_loss: 0.0310512 | Time: 2183.35 ms [2022-02-28 11:53:35 main:574] : INFO : Epoch 1627 | loss: 0.0310086 | val_loss: 0.031048 | Time: 2736.26 ms [2022-02-28 11:53:37 main:574] : INFO : Epoch 1628 | loss: 0.0310093 | val_loss: 0.031047 | Time: 2127.17 ms [2022-02-28 11:53:40 main:574] : INFO : Epoch 1629 | loss: 0.0310045 | val_loss: 0.0310581 | Time: 2398.59 ms [2022-02-28 11:53:42 main:574] : INFO : Epoch 1630 | loss: 0.0309956 | val_loss: 0.0310514 | Time: 2359.92 ms [2022-02-28 11:53:44 main:574] : INFO : Epoch 1631 | loss: 0.0309922 | val_loss: 0.0310482 | Time: 2321.43 ms [2022-02-28 11:53:47 main:574] : INFO : Epoch 1632 | loss: 0.031002 | val_loss: 0.0310531 | Time: 2572.91 ms [2022-02-28 11:53:49 main:574] : INFO : Epoch 1633 | loss: 0.0310005 | val_loss: 0.0310511 | Time: 2171.91 ms [2022-02-28 11:53:52 main:574] : INFO : Epoch 1634 | loss: 0.0310019 | val_loss: 0.0310505 | Time: 2535.76 ms [2022-02-28 11:53:54 main:574] : INFO : Epoch 1635 | loss: 0.0310008 | val_loss: 0.0310574 | Time: 2040.29 ms [2022-02-28 11:53:56 main:574] : INFO : Epoch 1636 | loss: 0.031025 | val_loss: 0.0310622 | Time: 2514.75 ms [2022-02-28 11:53:58 main:574] : INFO : Epoch 1637 | loss: 0.0310214 | val_loss: 0.0310547 | Time: 2020.85 ms [2022-02-28 11:54:01 main:574] : INFO : Epoch 1638 | loss: 0.0310096 | val_loss: 0.0310452 | Time: 2701.18 ms [2022-02-28 11:54:03 main:574] : INFO : Epoch 1639 | loss: 0.0310046 | val_loss: 0.0310464 | Time: 2409.31 ms [2022-02-28 11:54:06 main:574] : INFO : Epoch 1640 | loss: 0.030999 | val_loss: 0.031051 | Time: 2464.34 ms [2022-02-28 11:54:19 main:574] : INFO : Epoch 1641 | loss: 0.0310031 | val_loss: 0.031049 | Time: 12992.9 ms [2022-02-28 11:54:21 main:574] : INFO : Epoch 1642 | loss: 0.0310203 | val_loss: 0.0310467 | Time: 2525.77 ms [2022-02-28 11:54:23 main:574] : INFO : Epoch 1643 | loss: 0.0310191 | val_loss: 0.0310506 | Time: 2014.1 ms [2022-02-28 11:54:26 main:574] : INFO : Epoch 1644 | loss: 0.031005 | val_loss: 0.0310556 | Time: 2582.08 ms [2022-02-28 11:54:28 main:574] : INFO : Epoch 1645 | loss: 0.0310013 | val_loss: 0.0310533 | Time: 2125.65 ms [2022-02-28 11:54:31 main:574] : INFO : Epoch 1646 | loss: 0.031003 | val_loss: 0.0310475 | Time: 2415.49 ms [2022-02-28 11:54:33 main:574] : INFO : Epoch 1647 | loss: 0.0309984 | val_loss: 0.0310522 | Time: 2125.93 ms [2022-02-28 11:54:35 main:574] : INFO : Epoch 1648 | loss: 0.0309952 | val_loss: 0.0310458 | Time: 2569.71 ms [2022-02-28 11:54:38 main:574] : INFO : Epoch 1649 | loss: 0.0309936 | val_loss: 0.031055 | Time: 2339.92 ms [2022-02-28 11:54:40 main:574] : INFO : Epoch 1650 | loss: 0.0309943 | val_loss: 0.0310585 | Time: 2584.16 ms [2022-02-28 11:54:42 main:574] : INFO : Epoch 1651 | loss: 0.0310014 | val_loss: 0.0310503 | Time: 2194.79 ms [2022-02-28 11:54:45 main:574] : INFO : Epoch 1652 | loss: 0.0309985 | val_loss: 0.0310545 | Time: 2425.62 ms [2022-02-28 11:54:57 main:574] : INFO : Epoch 1653 | loss: 0.0310001 | val_loss: 0.0310519 | Time: 12432.8 ms [2022-02-28 11:55:00 main:574] : INFO : Epoch 1654 | loss: 0.0310108 | val_loss: 0.0310476 | Time: 2600.09 ms [2022-02-28 11:55:02 main:574] : INFO : Epoch 1655 | loss: 0.0310113 | val_loss: 0.0310472 | Time: 2490.45 ms [2022-02-28 11:55:05 main:574] : INFO : Epoch 1656 | loss: 0.0310104 | val_loss: 0.0310539 | Time: 2513.23 ms [2022-02-28 11:55:07 main:574] : INFO : Epoch 1657 | loss: 0.0310225 | val_loss: 0.0310542 | Time: 2397.07 ms [2022-02-28 11:55:09 main:574] : INFO : Epoch 1658 | loss: 0.0310107 | val_loss: 0.0310527 | Time: 2189.36 ms [2022-02-28 11:55:12 main:574] : INFO : Epoch 1659 | loss: 0.0310054 | val_loss: 0.0310578 | Time: 2538.42 ms [2022-02-28 11:55:14 main:574] : INFO : Epoch 1660 | loss: 0.0310019 | val_loss: 0.0310487 | Time: 2155.98 ms [2022-02-28 11:55:17 main:574] : INFO : Epoch 1661 | loss: 0.0309958 | val_loss: 0.0310394 | Time: 2654.29 ms [2022-02-28 11:55:19 main:574] : INFO : Epoch 1662 | loss: 0.0310398 | val_loss: 0.0310893 | Time: 2190.89 ms [2022-02-28 11:55:22 main:574] : INFO : Epoch 1663 | loss: 0.0310683 | val_loss: 0.0310678 | Time: 2636.42 ms [2022-02-28 11:55:24 main:574] : INFO : Epoch 1664 | loss: 0.0310529 | val_loss: 0.0310589 | Time: 2175.89 ms [2022-02-28 11:55:26 main:574] : INFO : Epoch 1665 | loss: 0.0310381 | val_loss: 0.0310549 | Time: 2655.27 ms [2022-02-28 11:55:29 main:574] : INFO : Epoch 1666 | loss: 0.0310259 | val_loss: 0.031052 | Time: 2041.71 ms [2022-02-28 11:55:31 main:574] : INFO : Epoch 1667 | loss: 0.0310156 | val_loss: 0.0310482 | Time: 2525.04 ms [2022-02-28 11:55:33 main:574] : INFO : Epoch 1668 | loss: 0.0310123 | val_loss: 0.0310494 | Time: 2106.3 ms [2022-02-28 11:55:36 main:574] : INFO : Epoch 1669 | loss: 0.0310107 | val_loss: 0.0310471 | Time: 2972.73 ms [2022-02-28 11:55:39 main:574] : INFO : Epoch 1670 | loss: 0.0310121 | val_loss: 0.0310508 | Time: 2347.01 ms [2022-02-28 11:55:41 main:574] : INFO : Epoch 1671 | loss: 0.0310109 | val_loss: 0.0310597 | Time: 2792.16 ms [2022-02-28 11:55:43 main:574] : INFO : Epoch 1672 | loss: 0.0310073 | val_loss: 0.0310535 | Time: 2044.96 ms [2022-02-28 11:55:46 main:574] : INFO : Epoch 1673 | loss: 0.0310043 | val_loss: 0.0310527 | Time: 2667.44 ms [2022-02-28 11:55:48 main:574] : INFO : Epoch 1674 | loss: 0.0310046 | val_loss: 0.0310552 | Time: 2155.65 ms [2022-02-28 11:55:51 main:574] : INFO : Epoch 1675 | loss: 0.0310062 | val_loss: 0.0310474 | Time: 2613.08 ms [2022-02-28 11:55:53 main:574] : INFO : Epoch 1676 | loss: 0.0310048 | val_loss: 0.0310491 | Time: 2107.27 ms [2022-02-28 11:55:56 main:574] : INFO : Epoch 1677 | loss: 0.0310054 | val_loss: 0.0310483 | Time: 3042.18 ms [2022-02-28 11:55:58 main:574] : INFO : Epoch 1678 | loss: 0.0310028 | val_loss: 0.0310523 | Time: 2259.37 ms [2022-02-28 11:56:01 main:574] : INFO : Epoch 1679 | loss: 0.0309991 | val_loss: 0.0310525 | Time: 2591.62 ms [2022-02-28 11:56:03 main:574] : INFO : Epoch 1680 | loss: 0.0310043 | val_loss: 0.0310448 | Time: 2133.57 ms [2022-02-28 11:56:06 main:574] : INFO : Epoch 1681 | loss: 0.0310013 | val_loss: 0.0310442 | Time: 2720.03 ms [2022-02-28 11:56:08 main:574] : INFO : Epoch 1682 | loss: 0.0309966 | val_loss: 0.0310576 | Time: 2134.77 ms [2022-02-28 11:56:10 main:574] : INFO : Epoch 1683 | loss: 0.030994 | val_loss: 0.0310524 | Time: 2446.14 ms [2022-02-28 11:56:13 main:574] : INFO : Epoch 1684 | loss: 0.0309931 | val_loss: 0.0310469 | Time: 2291.88 ms [2022-02-28 11:56:15 main:574] : INFO : Epoch 1685 | loss: 0.031004 | val_loss: 0.0310626 | Time: 2386.62 ms [2022-02-28 11:56:17 main:574] : INFO : Epoch 1686 | loss: 0.0310013 | val_loss: 0.0310512 | Time: 2441.92 ms [2022-02-28 11:56:20 main:574] : INFO : Epoch 1687 | loss: 0.0309973 | val_loss: 0.0310489 | Time: 2233.22 ms [2022-02-28 11:56:22 main:574] : INFO : Epoch 1688 | loss: 0.0309952 | val_loss: 0.0310478 | Time: 2523.66 ms [2022-02-28 11:56:24 main:574] : INFO : Epoch 1689 | loss: 0.0309942 | val_loss: 0.031048 | Time: 2132.68 ms [2022-02-28 11:56:27 main:574] : INFO : Epoch 1690 | loss: 0.0309906 | val_loss: 0.0310541 | Time: 2490.27 ms [2022-02-28 11:56:29 main:574] : INFO : Epoch 1691 | loss: 0.030989 | val_loss: 0.0310484 | Time: 2076.8 ms [2022-02-28 11:56:32 main:574] : INFO : Epoch 1692 | loss: 0.0309971 | val_loss: 0.0310477 | Time: 2647.81 ms [2022-02-28 11:56:34 main:574] : INFO : Epoch 1693 | loss: 0.0309962 | val_loss: 0.0310544 | Time: 2414.22 ms [2022-02-28 11:56:37 main:574] : INFO : Epoch 1694 | loss: 0.0309976 | val_loss: 0.0310497 | Time: 2737.07 ms [2022-02-28 11:56:39 main:574] : INFO : Epoch 1695 | loss: 0.031002 | val_loss: 0.0310616 | Time: 2278.85 ms [2022-02-28 11:56:42 main:574] : INFO : Epoch 1696 | loss: 0.0309973 | val_loss: 0.0310617 | Time: 2579.75 ms [2022-02-28 11:56:44 main:574] : INFO : Epoch 1697 | loss: 0.0309946 | val_loss: 0.0310524 | Time: 2322.64 ms [2022-02-28 11:56:47 main:574] : INFO : Epoch 1698 | loss: 0.0309923 | val_loss: 0.0310557 | Time: 2757.89 ms [2022-02-28 11:56:49 main:574] : INFO : Epoch 1699 | loss: 0.0309907 | val_loss: 0.0310596 | Time: 2524.46 ms [2022-02-28 11:56:52 main:574] : INFO : Epoch 1700 | loss: 0.0309924 | val_loss: 0.0310709 | Time: 2649.72 ms [2022-02-28 11:56:54 main:574] : INFO : Epoch 1701 | loss: 0.0309854 | val_loss: 0.0310488 | Time: 2244.57 ms [2022-02-28 11:56:57 main:574] : INFO : Epoch 1702 | loss: 0.0309856 | val_loss: 0.0310498 | Time: 2574.6 ms [2022-02-28 11:56:59 main:574] : INFO : Epoch 1703 | loss: 0.0309844 | val_loss: 0.0310523 | Time: 2161.13 ms [2022-02-28 11:57:01 main:574] : INFO : Epoch 1704 | loss: 0.030986 | val_loss: 0.0310482 | Time: 2603.87 ms [2022-02-28 11:57:04 main:574] : INFO : Epoch 1705 | loss: 0.0309872 | val_loss: 0.0310574 | Time: 2257.41 ms [2022-02-28 11:57:06 main:574] : INFO : Epoch 1706 | loss: 0.0309868 | val_loss: 0.0310481 | Time: 2795.52 ms [2022-02-28 11:57:09 main:574] : INFO : Epoch 1707 | loss: 0.0309826 | val_loss: 0.0310575 | Time: 2090.08 ms [2022-02-28 11:57:11 main:574] : INFO : Epoch 1708 | loss: 0.030986 | val_loss: 0.0310534 | Time: 2654.02 ms [2022-02-28 11:57:13 main:574] : INFO : Epoch 1709 | loss: 0.0309876 | val_loss: 0.0310571 | Time: 2001.54 ms [2022-02-28 11:57:16 main:574] : INFO : Epoch 1710 | loss: 0.0309937 | val_loss: 0.0310506 | Time: 2574.36 ms [2022-02-28 11:57:18 main:574] : INFO : Epoch 1711 | loss: 0.030986 | val_loss: 0.0310509 | Time: 2224.77 ms [2022-02-28 11:57:21 main:574] : INFO : Epoch 1712 | loss: 0.0309831 | val_loss: 0.03106 | Time: 2516.06 ms [2022-02-28 11:57:23 main:574] : INFO : Epoch 1713 | loss: 0.0309816 | val_loss: 0.0310509 | Time: 2199.96 ms [2022-02-28 11:57:25 main:574] : INFO : Epoch 1714 | loss: 0.0309783 | val_loss: 0.0310523 | Time: 2314.91 ms [2022-02-28 11:57:28 main:574] : INFO : Epoch 1715 | loss: 0.030978 | val_loss: 0.0310406 | Time: 2528.5 ms [2022-02-28 11:57:30 main:574] : INFO : Epoch 1716 | loss: 0.0309843 | val_loss: 0.031045 | Time: 2478.8 ms [2022-02-28 11:57:33 main:574] : INFO : Epoch 1717 | loss: 0.0309867 | val_loss: 0.0310586 | Time: 2699.99 ms [2022-02-28 11:57:35 main:574] : INFO : Epoch 1718 | loss: 0.0309803 | val_loss: 0.0310573 | Time: 2373.93 ms [2022-02-28 11:57:38 main:574] : INFO : Epoch 1719 | loss: 0.0309795 | val_loss: 0.0310526 | Time: 2390.86 ms [2022-02-28 11:57:40 main:574] : INFO : Epoch 1720 | loss: 0.0309807 | val_loss: 0.0310544 | Time: 2299.26 ms [2022-02-28 11:57:42 main:574] : INFO : Epoch 1721 | loss: 0.0309828 | val_loss: 0.0310651 | Time: 2553.06 ms [2022-02-28 11:57:45 main:574] : INFO : Epoch 1722 | loss: 0.030984 | val_loss: 0.031059 | Time: 2544.37 ms [2022-02-28 11:57:48 main:574] : INFO : Epoch 1723 | loss: 0.0309838 | val_loss: 0.0310541 | Time: 2720.81 ms [2022-02-28 11:58:00 main:574] : INFO : Epoch 1724 | loss: 0.0309852 | val_loss: 0.0310595 | Time: 12300.6 ms [2022-02-28 11:58:03 main:574] : INFO : Epoch 1725 | loss: 0.0309883 | val_loss: 0.0310556 | Time: 2568.86 ms [2022-02-28 11:58:05 main:574] : INFO : Epoch 1726 | loss: 0.0309882 | val_loss: 0.0310696 | Time: 2305.1 ms [2022-02-28 11:58:07 main:574] : INFO : Epoch 1727 | loss: 0.030993 | val_loss: 0.0310515 | Time: 2497.36 ms [2022-02-28 11:58:10 main:574] : INFO : Epoch 1728 | loss: 0.0309891 | val_loss: 0.0310488 | Time: 2164.91 ms [2022-02-28 11:58:12 main:574] : INFO : Epoch 1729 | loss: 0.0309844 | val_loss: 0.0310537 | Time: 2748.32 ms [2022-02-28 11:58:15 main:574] : INFO : Epoch 1730 | loss: 0.0309817 | val_loss: 0.0310601 | Time: 2374.73 ms [2022-02-28 11:58:17 main:574] : INFO : Epoch 1731 | loss: 0.0310024 | val_loss: 0.03106 | Time: 2721.16 ms [2022-02-28 11:58:20 main:574] : INFO : Epoch 1732 | loss: 0.0309901 | val_loss: 0.0310527 | Time: 2294.71 ms [2022-02-28 11:58:23 main:574] : INFO : Epoch 1733 | loss: 0.030986 | val_loss: 0.031058 | Time: 2880.22 ms [2022-02-28 11:58:25 main:574] : INFO : Epoch 1734 | loss: 0.0309837 | val_loss: 0.0310547 | Time: 2195.51 ms [2022-02-28 11:58:27 main:574] : INFO : Epoch 1735 | loss: 0.0309846 | val_loss: 0.0310478 | Time: 2552.18 ms [2022-02-28 11:58:30 main:574] : INFO : Epoch 1736 | loss: 0.0309789 | val_loss: 0.0310531 | Time: 2307.3 ms [2022-02-28 11:58:32 main:574] : INFO : Epoch 1737 | loss: 0.0309899 | val_loss: 0.0310523 | Time: 2723.33 ms [2022-02-28 11:58:35 main:574] : INFO : Epoch 1738 | loss: 0.0309848 | val_loss: 0.0310439 | Time: 2244.71 ms [2022-02-28 11:58:37 main:574] : INFO : Epoch 1739 | loss: 0.0309868 | val_loss: 0.0310573 | Time: 2742.03 ms [2022-02-28 11:58:40 main:574] : INFO : Epoch 1740 | loss: 0.0309869 | val_loss: 0.0310488 | Time: 2172.62 ms [2022-02-28 11:58:42 main:574] : INFO : Epoch 1741 | loss: 0.0309821 | val_loss: 0.0310492 | Time: 2542.99 ms [2022-02-28 11:58:44 main:574] : INFO : Epoch 1742 | loss: 0.0309791 | val_loss: 0.0310562 | Time: 2219.68 ms [2022-02-28 11:58:47 main:574] : INFO : Epoch 1743 | loss: 0.0309799 | val_loss: 0.0310526 | Time: 2742.73 ms [2022-02-28 11:58:50 main:574] : INFO : Epoch 1744 | loss: 0.0309835 | val_loss: 0.031056 | Time: 2410.99 ms [2022-02-28 11:58:52 main:574] : INFO : Epoch 1745 | loss: 0.0309854 | val_loss: 0.0310593 | Time: 2570.89 ms [2022-02-28 11:58:54 main:574] : INFO : Epoch 1746 | loss: 0.0309845 | val_loss: 0.0310501 | Time: 2233.89 ms [2022-02-28 11:58:57 main:574] : INFO : Epoch 1747 | loss: 0.0309807 | val_loss: 0.0310564 | Time: 2649.37 ms [2022-02-28 11:58:59 main:574] : INFO : Epoch 1748 | loss: 0.0310277 | val_loss: 0.0310706 | Time: 2059.15 ms [2022-02-28 11:59:02 main:574] : INFO : Epoch 1749 | loss: 0.0310476 | val_loss: 0.0310584 | Time: 2503.03 ms [2022-02-28 11:59:04 main:574] : INFO : Epoch 1750 | loss: 0.0310278 | val_loss: 0.0310468 | Time: 2036.45 ms [2022-02-28 11:59:06 main:574] : INFO : Epoch 1751 | loss: 0.0310127 | val_loss: 0.0310473 | Time: 2603.24 ms [2022-02-28 11:59:08 main:574] : INFO : Epoch 1752 | loss: 0.031005 | val_loss: 0.0310496 | Time: 2240.54 ms [2022-02-28 11:59:11 main:574] : INFO : Epoch 1753 | loss: 0.0310016 | val_loss: 0.0310485 | Time: 2542.54 ms [2022-02-28 11:59:13 main:574] : INFO : Epoch 1754 | loss: 0.0309996 | val_loss: 0.0310435 | Time: 2335.92 ms [2022-02-28 11:59:16 main:574] : INFO : Epoch 1755 | loss: 0.0309947 | val_loss: 0.0310566 | Time: 2497.65 ms [2022-02-28 11:59:18 main:574] : INFO : Epoch 1756 | loss: 0.0309949 | val_loss: 0.0310538 | Time: 2339.32 ms [2022-02-28 11:59:20 main:574] : INFO : Epoch 1757 | loss: 0.0309921 | val_loss: 0.0310499 | Time: 2283.89 ms [2022-02-28 11:59:23 main:574] : INFO : Epoch 1758 | loss: 0.0309891 | val_loss: 0.0310473 | Time: 2429.51 ms [2022-02-28 11:59:25 main:574] : INFO : Epoch 1759 | loss: 0.0309897 | val_loss: 0.0310467 | Time: 2135.26 ms [2022-02-28 11:59:28 main:574] : INFO : Epoch 1760 | loss: 0.0309896 | val_loss: 0.0310453 | Time: 2782.37 ms [2022-02-28 11:59:30 main:574] : INFO : Epoch 1761 | loss: 0.0309948 | val_loss: 0.0310425 | Time: 2372.38 ms [2022-02-28 11:59:33 main:574] : INFO : Epoch 1762 | loss: 0.03099 | val_loss: 0.0310516 | Time: 2381.6 ms [2022-02-28 11:59:35 main:574] : INFO : Epoch 1763 | loss: 0.0309875 | val_loss: 0.0310588 | Time: 2265.04 ms [2022-02-28 11:59:37 main:574] : INFO : Epoch 1764 | loss: 0.0309835 | val_loss: 0.0310433 | Time: 2565.43 ms [2022-02-28 11:59:40 main:574] : INFO : Epoch 1765 | loss: 0.0309807 | val_loss: 0.0310469 | Time: 2165.55 ms [2022-02-28 11:59:42 main:574] : INFO : Epoch 1766 | loss: 0.0309803 | val_loss: 0.0310567 | Time: 2611.3 ms [2022-02-28 11:59:44 main:574] : INFO : Epoch 1767 | loss: 0.030988 | val_loss: 0.0310454 | Time: 2079.29 ms [2022-02-28 11:59:47 main:574] : INFO : Epoch 1768 | loss: 0.0309935 | val_loss: 0.0310516 | Time: 2634.99 ms [2022-02-28 11:59:49 main:574] : INFO : Epoch 1769 | loss: 0.0309902 | val_loss: 0.0310547 | Time: 2169.3 ms [2022-02-28 11:59:52 main:574] : INFO : Epoch 1770 | loss: 0.0309868 | val_loss: 0.0310505 | Time: 2770.71 ms [2022-02-28 11:59:54 main:574] : INFO : Epoch 1771 | loss: 0.030988 | val_loss: 0.0310558 | Time: 1934.92 ms [2022-02-28 11:59:56 main:574] : INFO : Epoch 1772 | loss: 0.0309849 | val_loss: 0.0310542 | Time: 2567.17 ms [2022-02-28 11:59:59 main:574] : INFO : Epoch 1773 | loss: 0.0309842 | val_loss: 0.0310499 | Time: 2135.3 ms [2022-02-28 12:00:01 main:574] : INFO : Epoch 1774 | loss: 0.0309833 | val_loss: 0.031049 | Time: 2596.65 ms [2022-02-28 12:00:04 main:574] : INFO : Epoch 1775 | loss: 0.0309804 | val_loss: 0.0310507 | Time: 2436.35 ms [2022-02-28 12:00:06 main:574] : INFO : Epoch 1776 | loss: 0.0309778 | val_loss: 0.0310589 | Time: 2646.77 ms [2022-02-28 12:00:08 main:574] : INFO : Epoch 1777 | loss: 0.0309755 | val_loss: 0.0310495 | Time: 2240.87 ms [2022-02-28 12:00:11 main:574] : INFO : Epoch 1778 | loss: 0.0309786 | val_loss: 0.0310481 | Time: 2583.89 ms [2022-02-28 12:00:14 main:574] : INFO : Epoch 1779 | loss: 0.0309849 | val_loss: 0.0310571 | Time: 2496.45 ms [2022-02-28 12:00:16 main:574] : INFO : Epoch 1780 | loss: 0.0309849 | val_loss: 0.0310544 | Time: 2449.45 ms [2022-02-28 12:00:18 main:574] : INFO : Epoch 1781 | loss: 0.0309864 | val_loss: 0.0310452 | Time: 2397.23 ms [2022-02-28 12:00:21 main:574] : INFO : Epoch 1782 | loss: 0.0309844 | val_loss: 0.0310461 | Time: 2604.19 ms [2022-02-28 12:00:23 main:574] : INFO : Epoch 1783 | loss: 0.0309835 | val_loss: 0.0310514 | Time: 2480.69 ms [2022-02-28 12:00:26 main:574] : INFO : Epoch 1784 | loss: 0.0309865 | val_loss: 0.0310431 | Time: 2432.5 ms [2022-02-28 12:00:28 main:574] : INFO : Epoch 1785 | loss: 0.0309924 | val_loss: 0.0310399 | Time: 2296.64 ms [2022-02-28 12:00:30 main:574] : INFO : Epoch 1786 | loss: 0.0309894 | val_loss: 0.0310384 | Time: 2235.52 ms [2022-02-28 12:00:33 main:574] : INFO : Epoch 1787 | loss: 0.030984 | val_loss: 0.031048 | Time: 2603.06 ms [2022-02-28 12:00:35 main:574] : INFO : Epoch 1788 | loss: 0.0309803 | val_loss: 0.0310612 | Time: 2133.98 ms [2022-02-28 12:00:38 main:574] : INFO : Epoch 1789 | loss: 0.0309795 | val_loss: 0.0310455 | Time: 2531.67 ms [2022-02-28 12:00:40 main:574] : INFO : Epoch 1790 | loss: 0.0309819 | val_loss: 0.0310471 | Time: 2274.1 ms [2022-02-28 12:00:43 main:574] : INFO : Epoch 1791 | loss: 0.0309916 | val_loss: 0.0310565 | Time: 2565.97 ms [2022-02-28 12:00:45 main:574] : INFO : Epoch 1792 | loss: 0.030983 | val_loss: 0.0310605 | Time: 2225.57 ms [2022-02-28 12:00:48 main:574] : INFO : Epoch 1793 | loss: 0.0309824 | val_loss: 0.0310578 | Time: 3012.5 ms [2022-02-28 12:00:50 main:574] : INFO : Epoch 1794 | loss: 0.0309835 | val_loss: 0.0310533 | Time: 2154.04 ms [2022-02-28 12:00:53 main:574] : INFO : Epoch 1795 | loss: 0.0309988 | val_loss: 0.0310666 | Time: 2640.34 ms [2022-02-28 12:00:55 main:574] : INFO : Epoch 1796 | loss: 0.0310245 | val_loss: 0.03107 | Time: 2246.77 ms [2022-02-28 12:00:57 main:574] : INFO : Epoch 1797 | loss: 0.0310077 | val_loss: 0.0310514 | Time: 2453.6 ms [2022-02-28 12:00:59 main:574] : INFO : Epoch 1798 | loss: 0.0310093 | val_loss: 0.0310585 | Time: 1986.85 ms [2022-02-28 12:01:02 main:574] : INFO : Epoch 1799 | loss: 0.0310089 | val_loss: 0.0310545 | Time: 2716.21 ms [2022-02-28 12:01:04 main:574] : INFO : Epoch 1800 | loss: 0.0310023 | val_loss: 0.031046 | Time: 2129.23 ms [2022-02-28 12:01:07 main:574] : INFO : Epoch 1801 | loss: 0.0309918 | val_loss: 0.0310476 | Time: 2613.66 ms [2022-02-28 12:01:09 main:574] : INFO : Epoch 1802 | loss: 0.0309899 | val_loss: 0.0310494 | Time: 2143.08 ms [2022-02-28 12:01:11 main:574] : INFO : Epoch 1803 | loss: 0.0309902 | val_loss: 0.0310525 | Time: 2373.47 ms [2022-02-28 12:01:14 main:574] : INFO : Epoch 1804 | loss: 0.0309847 | val_loss: 0.0310497 | Time: 2276.26 ms [2022-02-28 12:01:16 main:574] : INFO : Epoch 1805 | loss: 0.0309822 | val_loss: 0.0310413 | Time: 2351.91 ms [2022-02-28 12:01:18 main:574] : INFO : Epoch 1806 | loss: 0.0309786 | val_loss: 0.0310442 | Time: 2383.74 ms [2022-02-28 12:01:21 main:574] : INFO : Epoch 1807 | loss: 0.031014 | val_loss: 0.0310692 | Time: 2196.54 ms [2022-02-28 12:01:23 main:574] : INFO : Epoch 1808 | loss: 0.0310217 | val_loss: 0.0310641 | Time: 2456.17 ms [2022-02-28 12:01:25 main:574] : INFO : Epoch 1809 | loss: 0.0310151 | val_loss: 0.0310409 | Time: 2102.82 ms [2022-02-28 12:01:28 main:574] : INFO : Epoch 1810 | loss: 0.0310013 | val_loss: 0.0310426 | Time: 2482.03 ms [2022-02-28 12:01:30 main:574] : INFO : Epoch 1811 | loss: 0.0309934 | val_loss: 0.0310471 | Time: 2305.51 ms [2022-02-28 12:01:32 main:574] : INFO : Epoch 1812 | loss: 0.0309896 | val_loss: 0.0310519 | Time: 2403.39 ms [2022-02-28 12:01:35 main:574] : INFO : Epoch 1813 | loss: 0.0309883 | val_loss: 0.0310473 | Time: 2213.39 ms [2022-02-28 12:01:37 main:574] : INFO : Epoch 1814 | loss: 0.0309846 | val_loss: 0.0310452 | Time: 2584.49 ms [2022-02-28 12:01:39 main:574] : INFO : Epoch 1815 | loss: 0.0309825 | val_loss: 0.0310451 | Time: 2069.51 ms [2022-02-28 12:01:42 main:574] : INFO : Epoch 1816 | loss: 0.0309879 | val_loss: 0.0310565 | Time: 2572.87 ms [2022-02-28 12:01:44 main:574] : INFO : Epoch 1817 | loss: 0.0309881 | val_loss: 0.0310449 | Time: 2256.73 ms [2022-02-28 12:01:47 main:574] : INFO : Epoch 1818 | loss: 0.0309823 | val_loss: 0.0310415 | Time: 2650.33 ms [2022-02-28 12:01:49 main:574] : INFO : Epoch 1819 | loss: 0.0309827 | val_loss: 0.0310541 | Time: 2209.25 ms [2022-02-28 12:01:51 main:574] : INFO : Epoch 1820 | loss: 0.030983 | val_loss: 0.0310573 | Time: 2489.82 ms [2022-02-28 12:01:54 main:574] : INFO : Epoch 1821 | loss: 0.0309833 | val_loss: 0.031048 | Time: 2377.91 ms [2022-02-28 12:01:56 main:574] : INFO : Epoch 1822 | loss: 0.0309798 | val_loss: 0.0310469 | Time: 2439.51 ms [2022-02-28 12:01:59 main:574] : INFO : Epoch 1823 | loss: 0.0309812 | val_loss: 0.0310478 | Time: 2421.01 ms [2022-02-28 12:02:01 main:574] : INFO : Epoch 1824 | loss: 0.0309853 | val_loss: 0.0310439 | Time: 2368.06 ms [2022-02-28 12:02:03 main:574] : INFO : Epoch 1825 | loss: 0.0309811 | val_loss: 0.0310429 | Time: 2345.42 ms [2022-02-28 12:02:06 main:574] : INFO : Epoch 1826 | loss: 0.0309775 | val_loss: 0.0310512 | Time: 2196.67 ms [2022-02-28 12:02:08 main:574] : INFO : Epoch 1827 | loss: 0.0309828 | val_loss: 0.0310493 | Time: 2586.54 ms [2022-02-28 12:02:10 main:574] : INFO : Epoch 1828 | loss: 0.030989 | val_loss: 0.0310511 | Time: 2131.1 ms [2022-02-28 12:02:13 main:574] : INFO : Epoch 1829 | loss: 0.0309956 | val_loss: 0.0310422 | Time: 2559.46 ms [2022-02-28 12:02:15 main:574] : INFO : Epoch 1830 | loss: 0.0309864 | val_loss: 0.0310505 | Time: 2098.7 ms [2022-02-28 12:02:18 main:574] : INFO : Epoch 1831 | loss: 0.0309939 | val_loss: 0.0310465 | Time: 2568.22 ms [2022-02-28 12:02:20 main:574] : INFO : Epoch 1832 | loss: 0.0309872 | val_loss: 0.031047 | Time: 2087.73 ms [2022-02-28 12:02:22 main:574] : INFO : Epoch 1833 | loss: 0.0309837 | val_loss: 0.0310388 | Time: 2610.28 ms [2022-02-28 12:02:24 main:574] : INFO : Epoch 1834 | loss: 0.0309822 | val_loss: 0.0310519 | Time: 2002.7 ms [2022-02-28 12:02:27 main:574] : INFO : Epoch 1835 | loss: 0.0309997 | val_loss: 0.0310471 | Time: 2397.71 ms [2022-02-28 12:02:29 main:574] : INFO : Epoch 1836 | loss: 0.0309896 | val_loss: 0.031045 | Time: 2284.68 ms [2022-02-28 12:02:32 main:574] : INFO : Epoch 1837 | loss: 0.0309841 | val_loss: 0.0310498 | Time: 2600.07 ms [2022-02-28 12:02:34 main:574] : INFO : Epoch 1838 | loss: 0.0309822 | val_loss: 0.0310441 | Time: 2296.84 ms [2022-02-28 12:02:36 main:574] : INFO : Epoch 1839 | loss: 0.0309796 | val_loss: 0.0310571 | Time: 2313.39 ms [2022-02-28 12:02:39 main:574] : INFO : Epoch 1840 | loss: 0.0309774 | val_loss: 0.0310476 | Time: 2578.9 ms [2022-02-28 12:02:41 main:574] : INFO : Epoch 1841 | loss: 0.0309771 | val_loss: 0.0310556 | Time: 2562.85 ms [2022-02-28 12:02:44 main:574] : INFO : Epoch 1842 | loss: 0.0309796 | val_loss: 0.0310525 | Time: 2448.9 ms [2022-02-28 12:02:46 main:574] : INFO : Epoch 1843 | loss: 0.0309868 | val_loss: 0.0310541 | Time: 2313.81 ms [2022-02-28 12:02:49 main:574] : INFO : Epoch 1844 | loss: 0.0309784 | val_loss: 0.0310455 | Time: 2476.71 ms [2022-02-28 12:02:51 main:574] : INFO : Epoch 1845 | loss: 0.0309799 | val_loss: 0.0310494 | Time: 2423.99 ms [2022-02-28 12:02:54 main:574] : INFO : Epoch 1846 | loss: 0.030981 | val_loss: 0.0310447 | Time: 2620.52 ms [2022-02-28 12:02:56 main:574] : INFO : Epoch 1847 | loss: 0.0309766 | val_loss: 0.0310512 | Time: 2266.67 ms [2022-02-28 12:02:59 main:574] : INFO : Epoch 1848 | loss: 0.0309834 | val_loss: 0.0310493 | Time: 2600.86 ms [2022-02-28 12:03:01 main:574] : INFO : Epoch 1849 | loss: 0.0309774 | val_loss: 0.0310433 | Time: 2192.65 ms [2022-02-28 12:03:03 main:574] : INFO : Epoch 1850 | loss: 0.0309772 | val_loss: 0.0310482 | Time: 2568.4 ms [2022-02-28 12:03:05 main:574] : INFO : Epoch 1851 | loss: 0.0309773 | val_loss: 0.031048 | Time: 2117.09 ms [2022-02-28 12:03:08 main:574] : INFO : Epoch 1852 | loss: 0.030977 | val_loss: 0.0310487 | Time: 2466.61 ms [2022-02-28 12:03:10 main:574] : INFO : Epoch 1853 | loss: 0.0309775 | val_loss: 0.0310566 | Time: 2276.46 ms [2022-02-28 12:03:13 main:574] : INFO : Epoch 1854 | loss: 0.0309723 | val_loss: 0.031056 | Time: 3193.14 ms [2022-02-28 12:03:16 main:574] : INFO : Epoch 1855 | loss: 0.0309806 | val_loss: 0.0310447 | Time: 2221.67 ms [2022-02-28 12:03:19 main:574] : INFO : Epoch 1856 | loss: 0.0309848 | val_loss: 0.0310423 | Time: 3051.03 ms [2022-02-28 12:03:21 main:574] : INFO : Epoch 1857 | loss: 0.0309829 | val_loss: 0.0310457 | Time: 2461.7 ms [2022-02-28 12:03:24 main:574] : INFO : Epoch 1858 | loss: 0.0309812 | val_loss: 0.0310559 | Time: 2504.85 ms [2022-02-28 12:03:26 main:574] : INFO : Epoch 1859 | loss: 0.0309769 | val_loss: 0.0310424 | Time: 2370.07 ms [2022-02-28 12:03:29 main:574] : INFO : Epoch 1860 | loss: 0.0309717 | val_loss: 0.0310451 | Time: 2612.9 ms [2022-02-28 12:03:31 main:574] : INFO : Epoch 1861 | loss: 0.0309706 | val_loss: 0.0310533 | Time: 2588.28 ms [2022-02-28 12:03:44 main:574] : INFO : Epoch 1862 | loss: 0.030971 | val_loss: 0.0310569 | Time: 12524.5 ms [2022-02-28 12:03:46 main:574] : INFO : Epoch 1863 | loss: 0.0309792 | val_loss: 0.0310522 | Time: 2278.28 ms [2022-02-28 12:03:49 main:574] : INFO : Epoch 1864 | loss: 0.0309805 | val_loss: 0.0310599 | Time: 2665.83 ms [2022-02-28 12:03:51 main:574] : INFO : Epoch 1865 | loss: 0.0309741 | val_loss: 0.0310542 | Time: 2189.24 ms [2022-02-28 12:03:54 main:574] : INFO : Epoch 1866 | loss: 0.0309758 | val_loss: 0.0310424 | Time: 2690.82 ms [2022-02-28 12:03:56 main:574] : INFO : Epoch 1867 | loss: 0.0310019 | val_loss: 0.0310666 | Time: 2248.64 ms [2022-02-28 12:03:58 main:574] : INFO : Epoch 1868 | loss: 0.0310511 | val_loss: 0.0310635 | Time: 2682.7 ms [2022-02-28 12:04:01 main:574] : INFO : Epoch 1869 | loss: 0.0310394 | val_loss: 0.0310555 | Time: 2159.77 ms [2022-02-28 12:04:13 main:574] : INFO : Epoch 1870 | loss: 0.0310257 | val_loss: 0.0310531 | Time: 12794.9 ms [2022-02-28 12:04:16 main:574] : INFO : Epoch 1871 | loss: 0.0310208 | val_loss: 0.0310583 | Time: 2084.25 ms [2022-02-28 12:04:18 main:574] : INFO : Epoch 1872 | loss: 0.0310175 | val_loss: 0.0310582 | Time: 2667.58 ms [2022-02-28 12:04:20 main:574] : INFO : Epoch 1873 | loss: 0.0310158 | val_loss: 0.0310562 | Time: 2034.11 ms [2022-02-28 12:04:23 main:574] : INFO : Epoch 1874 | loss: 0.0310138 | val_loss: 0.0310505 | Time: 2517.32 ms [2022-02-28 12:04:25 main:574] : INFO : Epoch 1875 | loss: 0.0310106 | val_loss: 0.03105 | Time: 2050.7 ms [2022-02-28 12:04:27 main:574] : INFO : Epoch 1876 | loss: 0.0310048 | val_loss: 0.0310531 | Time: 2495.82 ms [2022-02-28 12:04:29 main:574] : INFO : Epoch 1877 | loss: 0.0310035 | val_loss: 0.0310557 | Time: 2138.77 ms [2022-02-28 12:04:32 main:574] : INFO : Epoch 1878 | loss: 0.0310833 | val_loss: 0.0310895 | Time: 2485.52 ms [2022-02-28 12:04:34 main:574] : INFO : Epoch 1879 | loss: 0.0310742 | val_loss: 0.0310727 | Time: 2173.05 ms [2022-02-28 12:04:36 main:574] : INFO : Epoch 1880 | loss: 0.0310542 | val_loss: 0.0310663 | Time: 2170.8 ms [2022-02-28 12:04:39 main:574] : INFO : Epoch 1881 | loss: 0.0310471 | val_loss: 0.0310641 | Time: 2618.04 ms [2022-02-28 12:04:41 main:574] : INFO : Epoch 1882 | loss: 0.031044 | val_loss: 0.0310632 | Time: 2386.63 ms [2022-02-28 12:04:44 main:574] : INFO : Epoch 1883 | loss: 0.0310489 | val_loss: 0.0310952 | Time: 2457.78 ms [2022-02-28 12:04:46 main:574] : INFO : Epoch 1884 | loss: 0.0310739 | val_loss: 0.0310813 | Time: 2136.82 ms [2022-02-28 12:04:48 main:574] : INFO : Epoch 1885 | loss: 0.03105 | val_loss: 0.0310677 | Time: 2502.47 ms [2022-02-28 12:04:51 main:574] : INFO : Epoch 1886 | loss: 0.0310401 | val_loss: 0.0310755 | Time: 2073.42 ms [2022-02-28 12:05:03 main:574] : INFO : Epoch 1887 | loss: 0.0310383 | val_loss: 0.031076 | Time: 12450 ms [2022-02-28 12:05:05 main:574] : INFO : Epoch 1888 | loss: 0.0310291 | val_loss: 0.0310678 | Time: 2048.76 ms [2022-02-28 12:05:08 main:574] : INFO : Epoch 1889 | loss: 0.0310285 | val_loss: 0.0310558 | Time: 2681.52 ms [2022-02-28 12:05:10 main:574] : INFO : Epoch 1890 | loss: 0.0310205 | val_loss: 0.0310527 | Time: 2145.99 ms [2022-02-28 12:05:12 main:574] : INFO : Epoch 1891 | loss: 0.0310104 | val_loss: 0.0310653 | Time: 2556.29 ms [2022-02-28 12:05:15 main:574] : INFO : Epoch 1892 | loss: 0.0310064 | val_loss: 0.0310552 | Time: 2148.82 ms [2022-02-28 12:05:17 main:574] : INFO : Epoch 1893 | loss: 0.0310341 | val_loss: 0.0310549 | Time: 2586.82 ms [2022-02-28 12:05:19 main:574] : INFO : Epoch 1894 | loss: 0.031028 | val_loss: 0.0310595 | Time: 2261.5 ms [2022-02-28 12:05:22 main:574] : INFO : Epoch 1895 | loss: 0.0310226 | val_loss: 0.031057 | Time: 2517.22 ms [2022-02-28 12:05:24 main:574] : INFO : Epoch 1896 | loss: 0.0310136 | val_loss: 0.0310475 | Time: 2390.99 ms [2022-02-28 12:05:27 main:574] : INFO : Epoch 1897 | loss: 0.0310162 | val_loss: 0.0310474 | Time: 2412.38 ms [2022-02-28 12:05:29 main:574] : INFO : Epoch 1898 | loss: 0.0310157 | val_loss: 0.0310518 | Time: 2303.9 ms [2022-02-28 12:05:31 main:574] : INFO : Epoch 1899 | loss: 0.0310103 | val_loss: 0.0310522 | Time: 2200.26 ms [2022-02-28 12:05:34 main:574] : INFO : Epoch 1900 | loss: 0.0310091 | val_loss: 0.0310463 | Time: 2611.51 ms [2022-02-28 12:05:36 main:574] : INFO : Epoch 1901 | loss: 0.0310007 | val_loss: 0.031062 | Time: 2108.54 ms [2022-02-28 12:05:39 main:574] : INFO : Epoch 1902 | loss: 0.0309997 | val_loss: 0.0310595 | Time: 2728.62 ms [2022-02-28 12:05:41 main:574] : INFO : Epoch 1903 | loss: 0.030995 | val_loss: 0.0310489 | Time: 2072.17 ms [2022-02-28 12:05:44 main:574] : INFO : Epoch 1904 | loss: 0.0309926 | val_loss: 0.0310461 | Time: 2722.56 ms [2022-02-28 12:05:46 main:574] : INFO : Epoch 1905 | loss: 0.0309943 | val_loss: 0.0310559 | Time: 2108.6 ms [2022-02-28 12:05:48 main:574] : INFO : Epoch 1906 | loss: 0.0309906 | val_loss: 0.031052 | Time: 2625.04 ms [2022-02-28 12:05:50 main:574] : INFO : Epoch 1907 | loss: 0.0309921 | val_loss: 0.0310558 | Time: 2093.36 ms [2022-02-28 12:05:53 main:574] : INFO : Epoch 1908 | loss: 0.0309967 | val_loss: 0.031053 | Time: 2608.42 ms [2022-02-28 12:05:55 main:574] : INFO : Epoch 1909 | loss: 0.030998 | val_loss: 0.0310594 | Time: 2083.68 ms [2022-02-28 12:05:58 main:574] : INFO : Epoch 1910 | loss: 0.0309957 | val_loss: 0.0310518 | Time: 2624.52 ms [2022-02-28 12:06:00 main:574] : INFO : Epoch 1911 | loss: 0.0309913 | val_loss: 0.0310522 | Time: 2170.53 ms [2022-02-28 12:06:03 main:574] : INFO : Epoch 1912 | loss: 0.0309876 | val_loss: 0.0310521 | Time: 2664.22 ms [2022-02-28 12:06:05 main:574] : INFO : Epoch 1913 | loss: 0.0309875 | val_loss: 0.0310547 | Time: 2240.25 ms [2022-02-28 12:06:07 main:574] : INFO : Epoch 1914 | loss: 0.0309918 | val_loss: 0.0310558 | Time: 2646.58 ms [2022-02-28 12:06:10 main:574] : INFO : Epoch 1915 | loss: 0.0309939 | val_loss: 0.0310569 | Time: 2225.81 ms [2022-02-28 12:06:12 main:574] : INFO : Epoch 1916 | loss: 0.0309943 | val_loss: 0.031046 | Time: 2483.59 ms [2022-02-28 12:06:14 main:574] : INFO : Epoch 1917 | loss: 0.0309862 | val_loss: 0.0310507 | Time: 2260.96 ms [2022-02-28 12:06:17 main:574] : INFO : Epoch 1918 | loss: 0.0309868 | val_loss: 0.0310558 | Time: 2469.37 ms [2022-02-28 12:06:19 main:574] : INFO : Epoch 1919 | loss: 0.0309887 | val_loss: 0.0310553 | Time: 2416.97 ms [2022-02-28 12:06:22 main:574] : INFO : Epoch 1920 | loss: 0.0309844 | val_loss: 0.0310472 | Time: 2179.39 ms [2022-02-28 12:06:24 main:574] : INFO : Epoch 1921 | loss: 0.0309838 | val_loss: 0.0310507 | Time: 2529.37 ms [2022-02-28 12:06:26 main:574] : INFO : Epoch 1922 | loss: 0.0309859 | val_loss: 0.0310572 | Time: 2065.94 ms [2022-02-28 12:06:29 main:574] : INFO : Epoch 1923 | loss: 0.0309836 | val_loss: 0.0310541 | Time: 2717.88 ms [2022-02-28 12:06:31 main:574] : INFO : Epoch 1924 | loss: 0.030982 | val_loss: 0.0310506 | Time: 2065.94 ms [2022-02-28 12:06:34 main:574] : INFO : Epoch 1925 | loss: 0.0309774 | val_loss: 0.0310474 | Time: 2664.94 ms [2022-02-28 12:06:36 main:574] : INFO : Epoch 1926 | loss: 0.0309793 | val_loss: 0.031048 | Time: 2110.93 ms [2022-02-28 12:06:38 main:574] : INFO : Epoch 1927 | loss: 0.0309769 | val_loss: 0.031051 | Time: 2557.52 ms [2022-02-28 12:06:40 main:574] : INFO : Epoch 1928 | loss: 0.030976 | val_loss: 0.0310547 | Time: 2160.04 ms [2022-02-28 12:06:43 main:574] : INFO : Epoch 1929 | loss: 0.0309776 | val_loss: 0.0310561 | Time: 2921.28 ms [2022-02-28 12:06:46 main:574] : INFO : Epoch 1930 | loss: 0.0309754 | val_loss: 0.0310548 | Time: 2316.16 ms [2022-02-28 12:06:49 main:574] : INFO : Epoch 1931 | loss: 0.0309761 | val_loss: 0.0310479 | Time: 2829.34 ms [2022-02-28 12:06:51 main:574] : INFO : Epoch 1932 | loss: 0.0309733 | val_loss: 0.0310466 | Time: 2100.75 ms [2022-02-28 12:06:53 main:574] : INFO : Epoch 1933 | loss: 0.0309734 | val_loss: 0.0310444 | Time: 2781.78 ms [2022-02-28 12:06:56 main:574] : INFO : Epoch 1934 | loss: 0.0309765 | val_loss: 0.0310448 | Time: 2285.74 ms [2022-02-28 12:06:59 main:574] : INFO : Epoch 1935 | loss: 0.0309771 | val_loss: 0.0310626 | Time: 2877.33 ms [2022-02-28 12:07:01 main:574] : INFO : Epoch 1936 | loss: 0.0310236 | val_loss: 0.0310553 | Time: 2226.13 ms [2022-02-28 12:07:03 main:574] : INFO : Epoch 1937 | loss: 0.0310096 | val_loss: 0.0310614 | Time: 2590.07 ms [2022-02-28 12:07:16 main:574] : INFO : Epoch 1938 | loss: 0.030997 | val_loss: 0.0310514 | Time: 12316.2 ms [2022-02-28 12:07:19 main:574] : INFO : Epoch 1939 | loss: 0.0309984 | val_loss: 0.0310597 | Time: 2836.5 ms [2022-02-28 12:07:21 main:574] : INFO : Epoch 1940 | loss: 0.0309958 | val_loss: 0.0310518 | Time: 2247.24 ms [2022-02-28 12:07:23 main:574] : INFO : Epoch 1941 | loss: 0.030991 | val_loss: 0.0310486 | Time: 2560.17 ms [2022-02-28 12:07:25 main:574] : INFO : Epoch 1942 | loss: 0.0309861 | val_loss: 0.031053 | Time: 1961.71 ms [2022-02-28 12:07:28 main:574] : INFO : Epoch 1943 | loss: 0.0309842 | val_loss: 0.0310567 | Time: 2710.59 ms [2022-02-28 12:07:30 main:574] : INFO : Epoch 1944 | loss: 0.0309872 | val_loss: 0.0310442 | Time: 2085.45 ms [2022-02-28 12:07:33 main:574] : INFO : Epoch 1945 | loss: 0.030991 | val_loss: 0.0310454 | Time: 2619.83 ms [2022-02-28 12:07:35 main:574] : INFO : Epoch 1946 | loss: 0.0309859 | val_loss: 0.0310439 | Time: 2249.95 ms [2022-02-28 12:07:38 main:574] : INFO : Epoch 1947 | loss: 0.0309831 | val_loss: 0.0310512 | Time: 2550.89 ms [2022-02-28 12:07:40 main:574] : INFO : Epoch 1948 | loss: 0.030984 | val_loss: 0.0310528 | Time: 2429.09 ms [2022-02-28 12:07:43 main:574] : INFO : Epoch 1949 | loss: 0.0309799 | val_loss: 0.0310496 | Time: 2797.07 ms [2022-02-28 12:07:45 main:574] : INFO : Epoch 1950 | loss: 0.0309778 | val_loss: 0.0310466 | Time: 2272.37 ms [2022-02-28 12:07:48 main:574] : INFO : Epoch 1951 | loss: 0.0309759 | val_loss: 0.0310549 | Time: 2513.85 ms [2022-02-28 12:07:50 main:574] : INFO : Epoch 1952 | loss: 0.0309794 | val_loss: 0.0310529 | Time: 2283.76 ms [2022-02-28 12:07:52 main:574] : INFO : Epoch 1953 | loss: 0.0309774 | val_loss: 0.031056 | Time: 2540.51 ms [2022-02-28 12:07:55 main:574] : INFO : Epoch 1954 | loss: 0.0309756 | val_loss: 0.0310463 | Time: 2370.61 ms [2022-02-28 12:07:57 main:574] : INFO : Epoch 1955 | loss: 0.0309717 | val_loss: 0.0310546 | Time: 2326.42 ms [2022-02-28 12:08:00 main:574] : INFO : Epoch 1956 | loss: 0.0309796 | val_loss: 0.0310498 | Time: 2436.89 ms [2022-02-28 12:08:02 main:574] : INFO : Epoch 1957 | loss: 0.0309783 | val_loss: 0.0310594 | Time: 2250.46 ms [2022-02-28 12:08:04 main:574] : INFO : Epoch 1958 | loss: 0.0309891 | val_loss: 0.0310661 | Time: 2538.24 ms [2022-02-28 12:08:06 main:574] : INFO : Epoch 1959 | loss: 0.0310064 | val_loss: 0.0310869 | Time: 2110.34 ms [2022-02-28 12:08:09 main:574] : INFO : Epoch 1960 | loss: 0.0309866 | val_loss: 0.0310714 | Time: 2627.11 ms [2022-02-28 12:08:11 main:574] : INFO : Epoch 1961 | loss: 0.0309774 | val_loss: 0.0310583 | Time: 2162.8 ms [2022-02-28 12:08:14 main:574] : INFO : Epoch 1962 | loss: 0.0309744 | val_loss: 0.0310553 | Time: 2677.73 ms [2022-02-28 12:08:16 main:574] : INFO : Epoch 1963 | loss: 0.0309715 | val_loss: 0.0310515 | Time: 2087.93 ms [2022-02-28 12:08:18 main:574] : INFO : Epoch 1964 | loss: 0.0309701 | val_loss: 0.0310538 | Time: 2386.49 ms [2022-02-28 12:08:21 main:574] : INFO : Epoch 1965 | loss: 0.0309685 | val_loss: 0.0310607 | Time: 2058.17 ms [2022-02-28 12:08:23 main:574] : INFO : Epoch 1966 | loss: 0.0309705 | val_loss: 0.0310612 | Time: 2730.69 ms [2022-02-28 12:08:25 main:574] : INFO : Epoch 1967 | loss: 0.030972 | val_loss: 0.0310529 | Time: 2067.55 ms [2022-02-28 12:08:28 main:574] : INFO : Epoch 1968 | loss: 0.0309765 | val_loss: 0.0310427 | Time: 2545.7 ms [2022-02-28 12:08:30 main:574] : INFO : Epoch 1969 | loss: 0.0309803 | val_loss: 0.0310508 | Time: 2295.22 ms [2022-02-28 12:08:33 main:574] : INFO : Epoch 1970 | loss: 0.0309769 | val_loss: 0.0310723 | Time: 3038.9 ms [2022-02-28 12:08:35 main:574] : INFO : Epoch 1971 | loss: 0.0309741 | val_loss: 0.0310595 | Time: 2054.56 ms [2022-02-28 12:08:38 main:574] : INFO : Epoch 1972 | loss: 0.03097 | val_loss: 0.0310507 | Time: 2551.03 ms [2022-02-28 12:08:40 main:574] : INFO : Epoch 1973 | loss: 0.030973 | val_loss: 0.0310525 | Time: 2262.52 ms [2022-02-28 12:08:43 main:574] : INFO : Epoch 1974 | loss: 0.0309704 | val_loss: 0.0310605 | Time: 2492.71 ms [2022-02-28 12:08:45 main:574] : INFO : Epoch 1975 | loss: 0.0309704 | val_loss: 0.0310506 | Time: 2212.89 ms [2022-02-28 12:08:47 main:574] : INFO : Epoch 1976 | loss: 0.0309656 | val_loss: 0.0310598 | Time: 2155.42 ms [2022-02-28 12:08:49 main:574] : INFO : Epoch 1977 | loss: 0.0309652 | val_loss: 0.0310578 | Time: 2385.83 ms [2022-02-28 12:08:51 main:574] : INFO : Epoch 1978 | loss: 0.0309683 | val_loss: 0.0310566 | Time: 2084.44 ms [2022-02-28 12:08:54 main:574] : INFO : Epoch 1979 | loss: 0.0309652 | val_loss: 0.0310524 | Time: 2527.13 ms [2022-02-28 12:08:56 main:574] : INFO : Epoch 1980 | loss: 0.030964 | val_loss: 0.0310575 | Time: 2169.93 ms [2022-02-28 12:08:59 main:574] : INFO : Epoch 1981 | loss: 0.0309653 | val_loss: 0.0310597 | Time: 2469.04 ms [2022-02-28 12:09:01 main:574] : INFO : Epoch 1982 | loss: 0.030965 | val_loss: 0.0310749 | Time: 2160.45 ms [2022-02-28 12:09:03 main:574] : INFO : Epoch 1983 | loss: 0.030967 | val_loss: 0.0310568 | Time: 2463.9 ms [2022-02-28 12:09:05 main:574] : INFO : Epoch 1984 | loss: 0.0309665 | val_loss: 0.0310457 | Time: 2033.5 ms [2022-02-28 12:09:08 main:574] : INFO : Epoch 1985 | loss: 0.0309691 | val_loss: 0.0310615 | Time: 2260.69 ms [2022-02-28 12:09:10 main:574] : INFO : Epoch 1986 | loss: 0.0309682 | val_loss: 0.03106 | Time: 2252.85 ms [2022-02-28 12:09:12 main:574] : INFO : Epoch 1987 | loss: 0.0309759 | val_loss: 0.0310545 | Time: 2346.17 ms [2022-02-28 12:09:25 main:574] : INFO : Epoch 1988 | loss: 0.0309732 | val_loss: 0.0310653 | Time: 12694.7 ms [2022-02-28 12:09:28 main:574] : INFO : Epoch 1989 | loss: 0.030973 | val_loss: 0.0310591 | Time: 3006.62 ms [2022-02-28 12:09:30 main:574] : INFO : Epoch 1990 | loss: 0.0309892 | val_loss: 0.0310472 | Time: 2253.6 ms [2022-02-28 12:09:32 main:574] : INFO : Epoch 1991 | loss: 0.0309817 | val_loss: 0.0310418 | Time: 2253.55 ms [2022-02-28 12:09:35 main:574] : INFO : Epoch 1992 | loss: 0.0309783 | val_loss: 0.0310483 | Time: 2412.11 ms [2022-02-28 12:09:37 main:574] : INFO : Epoch 1993 | loss: 0.0309712 | val_loss: 0.0310422 | Time: 2024.99 ms [2022-02-28 12:09:39 main:574] : INFO : Epoch 1994 | loss: 0.0309706 | val_loss: 0.0310465 | Time: 2503.97 ms [2022-02-28 12:09:41 main:574] : INFO : Epoch 1995 | loss: 0.0309763 | val_loss: 0.0310552 | Time: 2101.73 ms [2022-02-28 12:09:44 main:574] : INFO : Epoch 1996 | loss: 0.0309763 | val_loss: 0.0310486 | Time: 2401.38 ms [2022-02-28 12:09:46 main:574] : INFO : Epoch 1997 | loss: 0.0309937 | val_loss: 0.0310486 | Time: 2026.04 ms [2022-02-28 12:09:48 main:574] : INFO : Epoch 1998 | loss: 0.0309812 | val_loss: 0.0310464 | Time: 2471.86 ms [2022-02-28 12:09:50 main:574] : INFO : Epoch 1999 | loss: 0.0309737 | val_loss: 0.0310472 | Time: 2075.87 ms [2022-02-28 12:09:53 main:574] : INFO : Epoch 2000 | loss: 0.0309784 | val_loss: 0.0310513 | Time: 2451.01 ms [2022-02-28 12:09:55 main:574] : INFO : Epoch 2001 | loss: 0.0309803 | val_loss: 0.031062 | Time: 2140.69 ms [2022-02-28 12:09:57 main:574] : INFO : Epoch 2002 | loss: 0.0309739 | val_loss: 0.0310429 | Time: 2242.64 ms [2022-02-28 12:10:00 main:574] : INFO : Epoch 2003 | loss: 0.0309748 | val_loss: 0.031044 | Time: 2357.96 ms [2022-02-28 12:10:02 main:574] : INFO : Epoch 2004 | loss: 0.030976 | val_loss: 0.0310572 | Time: 2076.75 ms [2022-02-28 12:10:04 main:574] : INFO : Epoch 2005 | loss: 0.0309801 | val_loss: 0.031055 | Time: 2353.31 ms [2022-02-28 12:10:06 main:574] : INFO : Epoch 2006 | loss: 0.0309786 | val_loss: 0.0310474 | Time: 2323.79 ms [2022-02-28 12:10:09 main:574] : INFO : Epoch 2007 | loss: 0.0309726 | val_loss: 0.0310571 | Time: 2293.13 ms [2022-02-28 12:10:11 main:574] : INFO : Epoch 2008 | loss: 0.0309804 | val_loss: 0.0310458 | Time: 1998.91 ms [2022-02-28 12:10:13 main:574] : INFO : Epoch 2009 | loss: 0.0309778 | val_loss: 0.0310442 | Time: 2488.33 ms [2022-02-28 12:10:25 main:574] : INFO : Epoch 2010 | loss: 0.0309749 | val_loss: 0.0310458 | Time: 12269.6 ms [2022-02-28 12:10:28 main:574] : INFO : Epoch 2011 | loss: 0.0309749 | val_loss: 0.0310492 | Time: 2590.09 ms [2022-02-28 12:10:30 main:574] : INFO : Epoch 2012 | loss: 0.031025 | val_loss: 0.0310685 | Time: 2111.96 ms [2022-02-28 12:10:32 main:574] : INFO : Epoch 2013 | loss: 0.0310248 | val_loss: 0.0310585 | Time: 2131.82 ms [2022-02-28 12:10:35 main:574] : INFO : Epoch 2014 | loss: 0.0310118 | val_loss: 0.0310511 | Time: 2286.08 ms [2022-02-28 12:10:37 main:574] : INFO : Epoch 2015 | loss: 0.0310809 | val_loss: 0.0311159 | Time: 2102.26 ms [2022-02-28 12:10:39 main:574] : INFO : Epoch 2016 | loss: 0.0310931 | val_loss: 0.0310896 | Time: 2337.08 ms [2022-02-28 12:10:41 main:574] : INFO : Epoch 2017 | loss: 0.0310719 | val_loss: 0.0310772 | Time: 1964.01 ms [2022-02-28 12:10:43 main:574] : INFO : Epoch 2018 | loss: 0.0310567 | val_loss: 0.0310638 | Time: 2198.99 ms [2022-02-28 12:10:45 main:574] : INFO : Epoch 2019 | loss: 0.0310401 | val_loss: 0.0310543 | Time: 2009.29 ms [2022-02-28 12:10:47 main:574] : INFO : Epoch 2020 | loss: 0.0310289 | val_loss: 0.0310554 | Time: 2221.17 ms [2022-02-28 12:10:50 main:574] : INFO : Epoch 2021 | loss: 0.0310235 | val_loss: 0.0310571 | Time: 2137.17 ms [2022-02-28 12:10:51 main:574] : INFO : Epoch 2022 | loss: 0.0310146 | val_loss: 0.0310663 | Time: 1867.14 ms [2022-02-28 12:10:54 main:574] : INFO : Epoch 2023 | loss: 0.0310165 | val_loss: 0.0310583 | Time: 2226.66 ms [2022-02-28 12:10:56 main:574] : INFO : Epoch 2024 | loss: 0.0310087 | val_loss: 0.0310591 | Time: 1903.29 ms [2022-02-28 12:10:58 main:574] : INFO : Epoch 2025 | loss: 0.0310066 | val_loss: 0.0310591 | Time: 2299.01 ms [2022-02-28 12:11:00 main:574] : INFO : Epoch 2026 | loss: 0.0310087 | val_loss: 0.0310515 | Time: 2174.07 ms [2022-02-28 12:11:02 main:574] : INFO : Epoch 2027 | loss: 0.0310037 | val_loss: 0.0310664 | Time: 2226.04 ms [2022-02-28 12:11:05 main:574] : INFO : Epoch 2028 | loss: 0.0309984 | val_loss: 0.0310644 | Time: 2163.94 ms [2022-02-28 12:11:07 main:574] : INFO : Epoch 2029 | loss: 0.0309963 | val_loss: 0.0310607 | Time: 2050.05 ms [2022-02-28 12:11:09 main:574] : INFO : Epoch 2030 | loss: 0.0309919 | val_loss: 0.0310533 | Time: 2356.86 ms [2022-02-28 12:11:11 main:574] : INFO : Epoch 2031 | loss: 0.0309916 | val_loss: 0.0310527 | Time: 2079.16 ms [2022-02-28 12:11:13 main:574] : INFO : Epoch 2032 | loss: 0.0309919 | val_loss: 0.0310513 | Time: 2319.2 ms [2022-02-28 12:11:15 main:574] : INFO : Epoch 2033 | loss: 0.0309922 | val_loss: 0.0310615 | Time: 2098.12 ms [2022-02-28 12:11:18 main:574] : INFO : Epoch 2034 | loss: 0.0309867 | val_loss: 0.0310596 | Time: 2161.22 ms [2022-02-28 12:11:20 main:574] : INFO : Epoch 2035 | loss: 0.0309836 | val_loss: 0.0310446 | Time: 2149.29 ms [2022-02-28 12:11:22 main:574] : INFO : Epoch 2036 | loss: 0.0309814 | val_loss: 0.0310504 | Time: 2010.11 ms [2022-02-28 12:11:24 main:574] : INFO : Epoch 2037 | loss: 0.0309837 | val_loss: 0.0310493 | Time: 2371.4 ms [2022-02-28 12:11:26 main:574] : INFO : Epoch 2038 | loss: 0.0309836 | val_loss: 0.0310442 | Time: 2059.67 ms [2022-02-28 12:11:29 main:574] : INFO : Epoch 2039 | loss: 0.0309817 | val_loss: 0.0310635 | Time: 2470.06 ms [2022-02-28 12:11:31 main:574] : INFO : Epoch 2040 | loss: 0.0310178 | val_loss: 0.0310545 | Time: 1954.31 ms [2022-02-28 12:11:33 main:574] : INFO : Epoch 2041 | loss: 0.0310328 | val_loss: 0.0310543 | Time: 2111.83 ms [2022-02-28 12:11:35 main:574] : INFO : Epoch 2042 | loss: 0.0310196 | val_loss: 0.031049 | Time: 2281.53 ms [2022-02-28 12:11:37 main:574] : INFO : Epoch 2043 | loss: 0.031013 | val_loss: 0.0310442 | Time: 2017.49 ms [2022-02-28 12:11:39 main:574] : INFO : Epoch 2044 | loss: 0.031004 | val_loss: 0.0310438 | Time: 2288.01 ms [2022-02-28 12:11:41 main:574] : INFO : Epoch 2045 | loss: 0.0310006 | val_loss: 0.0310424 | Time: 2042.69 ms [2022-02-28 12:11:44 main:574] : INFO : Epoch 2046 | loss: 0.0309966 | val_loss: 0.0310374 | Time: 2126.79 ms [2022-02-28 12:11:46 main:574] : INFO : Epoch 2047 | loss: 0.0309948 | val_loss: 0.0310503 | Time: 2092.53 ms [2022-02-28 12:11:48 main:574] : INFO : Epoch 2048 | loss: 0.0309927 | val_loss: 0.0310396 | Time: 2231.89 ms [2022-02-28 12:11:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310396 [2022-02-28 12:11:48 main:603] : INFO : Saving end state to config to file [2022-02-28 12:11:48 main:608] : INFO : Success, exiting.. 12:11:48 (10268): 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)