Task 4348945
| Name | ParityMachine-1613193250-22194-2_0 |
| Workunit | 2418480 |
| Created | 8 Mar 2021, 6:06:09 UTC |
| Sent | 17 Mar 2021, 16:27:46 UTC |
| Report deadline | 24 Mar 2021, 16:27:46 UTC |
| Received | 18 Mar 2021, 1:22:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 1 hours 17 min 9 sec |
| CPU time | 1 hours 14 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311483 | val_loss: 0.0311679 | Time: 2237.18 ms [2021-03-18 02:03:29 main:574] : INFO : Epoch 1543 | loss: 0.0311539 | val_loss: 0.0311655 | Time: 2239.51 ms [2021-03-18 02:03:31 main:574] : INFO : Epoch 1544 | loss: 0.031154 | val_loss: 0.0311679 | Time: 2362.21 ms [2021-03-18 02:03:33 main:574] : INFO : Epoch 1545 | loss: 0.031154 | val_loss: 0.0311632 | Time: 2369 ms [2021-03-18 02:03:36 main:574] : INFO : Epoch 1546 | loss: 0.0311506 | val_loss: 0.0311622 | Time: 2367.63 ms [2021-03-18 02:03:38 main:574] : INFO : Epoch 1547 | loss: 0.0311538 | val_loss: 0.0311633 | Time: 2357.78 ms [2021-03-18 02:03:40 main:574] : INFO : Epoch 1548 | loss: 0.0311487 | val_loss: 0.0311637 | Time: 2280.94 ms [2021-03-18 02:03:43 main:574] : INFO : Epoch 1549 | loss: 0.0311534 | val_loss: 0.031182 | Time: 2278.89 ms [2021-03-18 02:03:45 main:574] : INFO : Epoch 1550 | loss: 0.0311614 | val_loss: 0.0311662 | Time: 2305.4 ms [2021-03-18 02:03:47 main:574] : INFO : Epoch 1551 | loss: 0.0311577 | val_loss: 0.031168 | Time: 2221.74 ms [2021-03-18 02:03:50 main:574] : INFO : Epoch 1552 | loss: 0.0311518 | val_loss: 0.031167 | Time: 2220.73 ms [2021-03-18 02:03:52 main:574] : INFO : Epoch 1553 | loss: 0.0311507 | val_loss: 0.0311661 | Time: 2216.74 ms [2021-03-18 02:03:54 main:574] : INFO : Epoch 1554 | loss: 0.0311515 | val_loss: 0.0311654 | Time: 2230.41 ms [2021-03-18 02:03:56 main:574] : INFO : Epoch 1555 | loss: 0.0311533 | val_loss: 0.0311658 | Time: 2246.41 ms [2021-03-18 02:03:59 main:574] : INFO : Epoch 1556 | loss: 0.0311523 | val_loss: 0.031175 | Time: 2265.26 ms [2021-03-18 02:04:01 main:574] : INFO : Epoch 1557 | loss: 0.0311534 | val_loss: 0.0311701 | Time: 2251.42 ms [2021-03-18 02:04:03 main:574] : INFO : Epoch 1558 | loss: 0.0311491 | val_loss: 0.0311699 | Time: 2208 ms [2021-03-18 02:04:05 main:574] : INFO : Epoch 1559 | loss: 0.0311507 | val_loss: 0.0311717 | Time: 2226.9 ms [2021-03-18 02:04:08 main:574] : INFO : Epoch 1560 | loss: 0.0311498 | val_loss: 0.0311666 | Time: 2247.19 ms [2021-03-18 02:04:10 main:574] : INFO : Epoch 1561 | loss: 0.0311493 | val_loss: 0.0311683 | Time: 2202.88 ms [2021-03-18 02:04:12 main:574] : INFO : Epoch 1562 | loss: 0.0311512 | val_loss: 0.0311674 | Time: 2265.5 ms [2021-03-18 02:04:14 main:574] : INFO : Epoch 1563 | loss: 0.0311493 | val_loss: 0.0311713 | Time: 2358.37 ms [2021-03-18 02:04:17 main:574] : INFO : Epoch 1564 | loss: 0.0311498 | val_loss: 0.0311673 | Time: 2240.65 ms [2021-03-18 02:04:19 main:574] : INFO : Epoch 1565 | loss: 0.0311527 | val_loss: 0.0311695 | Time: 2262.76 ms [2021-03-18 02:04:21 main:574] : INFO : Epoch 1566 | loss: 0.0311488 | val_loss: 0.0311673 | Time: 2263.87 ms [2021-03-18 02:04:24 main:574] : INFO : Epoch 1567 | loss: 0.0311523 | val_loss: 0.0311678 | Time: 2240.16 ms [2021-03-18 02:04:26 main:574] : INFO : Epoch 1568 | loss: 0.0311532 | val_loss: 0.0311738 | Time: 2262.53 ms [2021-03-18 02:04:28 main:574] : INFO : Epoch 1569 | loss: 0.0311516 | val_loss: 0.031168 | Time: 2214.33 ms [2021-03-18 02:04:30 main:574] : INFO : Epoch 1570 | loss: 0.031152 | val_loss: 0.0311652 | Time: 2256.92 ms [2021-03-18 02:04:33 main:574] : INFO : Epoch 1571 | loss: 0.0311631 | val_loss: 0.0311675 | Time: 2258.91 ms [2021-03-18 02:04:35 main:574] : INFO : Epoch 1572 | loss: 0.0311647 | val_loss: 0.0311678 | Time: 2233.06 ms [2021-03-18 02:04:37 main:574] : INFO : Epoch 1573 | loss: 0.0311657 | val_loss: 0.0311641 | Time: 2263.21 ms [2021-03-18 02:04:39 main:574] : INFO : Epoch 1574 | loss: 0.0311698 | val_loss: 0.0311659 | Time: 2249.35 ms [2021-03-18 02:04:42 main:574] : INFO : Epoch 1575 | loss: 0.0311661 | val_loss: 0.0311674 | Time: 2276.92 ms [2021-03-18 02:04:44 main:574] : INFO : Epoch 1576 | loss: 0.0311712 | val_loss: 0.031166 | Time: 2258.1 ms [2021-03-18 02:04:46 main:574] : INFO : Epoch 1577 | loss: 0.0311653 | val_loss: 0.0311626 | Time: 2263.68 ms [2021-03-18 02:04:49 main:574] : INFO : Epoch 1578 | loss: 0.0311639 | val_loss: 0.0311649 | Time: 2353.13 ms [2021-03-18 02:04:51 main:574] : INFO : Epoch 1579 | loss: 0.0311619 | val_loss: 0.0311639 | Time: 2289.79 ms [2021-03-18 02:04:53 main:574] : INFO : Epoch 1580 | loss: 0.0311611 | val_loss: 0.0311642 | Time: 2271.89 ms [2021-03-18 02:04:55 main:574] : INFO : Epoch 1581 | loss: 0.0311617 | val_loss: 0.0311638 | Time: 2247.52 ms [2021-03-18 02:04:58 main:574] : INFO : Epoch 1582 | loss: 0.0311614 | val_loss: 0.0311637 | Time: 2250.84 ms [2021-03-18 02:05:00 main:574] : INFO : Epoch 1583 | loss: 0.0311611 | val_loss: 0.0311635 | Time: 2249.45 ms [2021-03-18 02:05:02 main:574] : INFO : Epoch 1584 | loss: 0.031161 | val_loss: 0.0311643 | Time: 2242.48 ms [2021-03-18 02:05:04 main:574] : INFO : Epoch 1585 | loss: 0.0311664 | val_loss: 0.0311622 | Time: 2246.69 ms [2021-03-18 02:05:07 main:574] : INFO : Epoch 1586 | loss: 0.0311659 | val_loss: 0.0311617 | Time: 2251.59 ms [2021-03-18 02:05:09 main:574] : INFO : Epoch 1587 | loss: 0.0311639 | val_loss: 0.0311677 | Time: 2255.13 ms [2021-03-18 02:05:11 main:574] : INFO : Epoch 1588 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 2227.95 ms [2021-03-18 02:05:14 main:574] : INFO : Epoch 1589 | loss: 0.031166 | val_loss: 0.0311614 | Time: 2270.33 ms [2021-03-18 02:05:16 main:574] : INFO : Epoch 1590 | loss: 0.0311604 | val_loss: 0.0311618 | Time: 2252.15 ms [2021-03-18 02:05:18 main:574] : INFO : Epoch 1591 | loss: 0.0311632 | val_loss: 0.0311695 | Time: 2258.21 ms [2021-03-18 02:05:20 main:574] : INFO : Epoch 1592 | loss: 0.031166 | val_loss: 0.0311624 | Time: 2295.17 ms [2021-03-18 02:05:23 main:574] : INFO : Epoch 1593 | loss: 0.0311591 | val_loss: 0.031165 | Time: 2213.44 ms [2021-03-18 02:05:25 main:574] : INFO : Epoch 1594 | loss: 0.0311617 | val_loss: 0.0311631 | Time: 2230.29 ms [2021-03-18 02:05:27 main:574] : INFO : Epoch 1595 | loss: 0.0311587 | val_loss: 0.0311628 | Time: 2198.13 ms [2021-03-18 02:05:29 main:574] : INFO : Epoch 1596 | loss: 0.0311591 | val_loss: 0.0311679 | Time: 2211.35 ms [2021-03-18 02:05:32 main:574] : INFO : Epoch 1597 | loss: 0.0311575 | val_loss: 0.0311613 | Time: 2217.72 ms [2021-03-18 02:05:34 main:574] : INFO : Epoch 1598 | loss: 0.03116 | val_loss: 0.0311691 | Time: 2243.23 ms [2021-03-18 02:05:36 main:574] : INFO : Epoch 1599 | loss: 0.0311644 | val_loss: 0.0311658 | Time: 2242.7 ms [2021-03-18 02:05:38 main:574] : INFO : Epoch 1600 | loss: 0.0311596 | val_loss: 0.0311619 | Time: 2197.56 ms [2021-03-18 02:05:41 main:574] : INFO : Epoch 1601 | loss: 0.0311598 | val_loss: 0.0311655 | Time: 2225.09 ms [2021-03-18 02:05:43 main:574] : INFO : Epoch 1602 | loss: 0.0311618 | val_loss: 0.031171 | Time: 2224.59 ms [2021-03-18 02:05:45 main:574] : INFO : Epoch 1603 | loss: 0.0311644 | val_loss: 0.0311838 | Time: 2273.01 ms [2021-03-18 02:05:47 main:574] : INFO : Epoch 1604 | loss: 0.0311612 | val_loss: 0.0311631 | Time: 2174.52 ms [2021-03-18 02:05:50 main:574] : INFO : Epoch 1605 | loss: 0.0311611 | val_loss: 0.0311658 | Time: 2231.22 ms [2021-03-18 02:05:52 main:574] : INFO : Epoch 1606 | loss: 0.0311567 | val_loss: 0.0311615 | Time: 2178.15 ms [2021-03-18 02:05:54 main:574] : INFO : Epoch 1607 | loss: 0.0311548 | val_loss: 0.0311633 | Time: 2219.59 ms [2021-03-18 02:05:56 main:574] : INFO : Epoch 1608 | loss: 0.0311568 | val_loss: 0.0311612 | Time: 2209.17 ms [2021-03-18 02:05:58 main:574] : INFO : Epoch 1609 | loss: 0.0311563 | val_loss: 0.0311726 | Time: 2259.07 ms [2021-03-18 02:06:01 main:574] : INFO : Epoch 1610 | loss: 0.0311602 | val_loss: 0.0311647 | Time: 2205.53 ms [2021-03-18 02:06:03 main:574] : INFO : Epoch 1611 | loss: 0.0311621 | val_loss: 0.0311798 | Time: 2248.78 ms [2021-03-18 02:06:05 main:574] : INFO : Epoch 1612 | loss: 0.0311649 | val_loss: 0.0311661 | Time: 2210 ms [2021-03-18 02:06:07 main:574] : INFO : Epoch 1613 | loss: 0.0311632 | val_loss: 0.0311703 | Time: 2226.68 ms [2021-03-18 02:06:10 main:574] : INFO : Epoch 1614 | loss: 0.0311567 | val_loss: 0.0311733 | Time: 2214.31 ms [2021-03-18 02:06:12 main:574] : INFO : Epoch 1615 | loss: 0.0311581 | val_loss: 0.0311615 | Time: 2183.07 ms [2021-03-18 02:06:14 main:574] : INFO : Epoch 1616 | loss: 0.0311559 | val_loss: 0.0311625 | Time: 2236.53 ms [2021-03-18 02:06:16 main:574] : INFO : Epoch 1617 | loss: 0.0311562 | val_loss: 0.0311625 | Time: 2219.17 ms [2021-03-18 02:06:19 main:574] : INFO : Epoch 1618 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 2230.52 ms [2021-03-18 02:06:21 main:574] : INFO : Epoch 1619 | loss: 0.0311606 | val_loss: 0.0311651 | Time: 2160.79 ms [2021-03-18 02:06:23 main:574] : INFO : Epoch 1620 | loss: 0.0311591 | val_loss: 0.0311661 | Time: 2240.76 ms [2021-03-18 02:06:25 main:574] : INFO : Epoch 1621 | loss: 0.0311697 | val_loss: 0.0311766 | Time: 2248.29 ms [2021-03-18 02:06:27 main:574] : INFO : Epoch 1622 | loss: 0.0311606 | val_loss: 0.03117 | Time: 2205.76 ms [2021-03-18 02:06:30 main:574] : INFO : Epoch 1623 | loss: 0.0311583 | val_loss: 0.0311633 | Time: 2211.25 ms [2021-03-18 02:06:32 main:574] : INFO : Epoch 1624 | loss: 0.0311579 | val_loss: 0.0311712 | Time: 2203.48 ms [2021-03-18 02:06:34 main:574] : INFO : Epoch 1625 | loss: 0.0311606 | val_loss: 0.0311645 | Time: 2198.78 ms [2021-03-18 02:06:36 main:574] : INFO : Epoch 1626 | loss: 0.0311592 | val_loss: 0.0311659 | Time: 2242.66 ms [2021-03-18 02:06:39 main:574] : INFO : Epoch 1627 | loss: 0.0311618 | val_loss: 0.0311657 | Time: 2210.21 ms [2021-03-18 02:06:41 main:574] : INFO : Epoch 1628 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 2163.8 ms [2021-03-18 02:06:43 main:574] : INFO : Epoch 1629 | loss: 0.0311684 | val_loss: 0.0311678 | Time: 2221.12 ms [2021-03-18 02:06:45 main:574] : INFO : Epoch 1630 | loss: 0.031174 | val_loss: 0.0311674 | Time: 2194.41 ms [2021-03-18 02:06:47 main:574] : INFO : Epoch 1631 | loss: 0.031169 | val_loss: 0.0311668 | Time: 2185.98 ms [2021-03-18 02:06:50 main:574] : INFO : Epoch 1632 | loss: 0.0311639 | val_loss: 0.0311666 | Time: 2223.81 ms [2021-03-18 02:06:52 main:574] : INFO : Epoch 1633 | loss: 0.0311636 | val_loss: 0.0311659 | Time: 2224.04 ms [2021-03-18 02:06:54 main:574] : INFO : Epoch 1634 | loss: 0.0311652 | val_loss: 0.0311675 | Time: 2228.28 ms [2021-03-18 02:06:56 main:574] : INFO : Epoch 1635 | loss: 0.0311681 | val_loss: 0.0311665 | Time: 2215.65 ms [2021-03-18 02:06:59 main:574] : INFO : Epoch 1636 | loss: 0.0311629 | val_loss: 0.0311669 | Time: 2283.15 ms [2021-03-18 02:07:01 main:574] : INFO : Epoch 1637 | loss: 0.0311663 | val_loss: 0.0311667 | Time: 2177.17 ms [2021-03-18 02:07:03 main:574] : INFO : Epoch 1638 | loss: 0.0311655 | val_loss: 0.0311665 | Time: 2233.31 ms [2021-03-18 02:07:05 main:574] : INFO : Epoch 1639 | loss: 0.031165 | val_loss: 0.0311685 | Time: 2216.61 ms [2021-03-18 02:07:08 main:574] : INFO : Epoch 1640 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 2240.21 ms [2021-03-18 02:07:10 main:574] : INFO : Epoch 1641 | loss: 0.0311633 | val_loss: 0.031166 | Time: 2188.65 ms [2021-03-18 02:07:12 main:574] : INFO : Epoch 1642 | loss: 0.0311617 | val_loss: 0.0311672 | Time: 2223.08 ms [2021-03-18 02:07:14 main:574] : INFO : Epoch 1643 | loss: 0.0311651 | val_loss: 0.0311669 | Time: 2231.87 ms [2021-03-18 02:07:17 main:574] : INFO : Epoch 1644 | loss: 0.0311628 | val_loss: 0.0311666 | Time: 2264.91 ms [2021-03-18 02:07:19 main:574] : INFO : Epoch 1645 | loss: 0.0311615 | val_loss: 0.0311654 | Time: 2238.6 ms [2021-03-18 02:07:21 main:574] : INFO : Epoch 1646 | loss: 0.0311625 | val_loss: 0.0311707 | Time: 2198.88 ms [2021-03-18 02:07:23 main:574] : INFO : Epoch 1647 | loss: 0.0311668 | val_loss: 0.0311682 | Time: 2223.66 ms [2021-03-18 02:07:25 main:574] : INFO : Epoch 1648 | loss: 0.0311639 | val_loss: 0.031178 | Time: 2204.62 ms [2021-03-18 02:07:28 main:574] : INFO : Epoch 1649 | loss: 0.0311664 | val_loss: 0.0311686 | Time: 2187.38 ms [2021-03-18 02:07:30 main:574] : INFO : Epoch 1650 | loss: 0.0311619 | val_loss: 0.0311661 | Time: 2234.06 ms [2021-03-18 02:07:32 main:574] : INFO : Epoch 1651 | loss: 0.0311632 | val_loss: 0.0311661 | Time: 2200.86 ms [2021-03-18 02:07:34 main:574] : INFO : Epoch 1652 | loss: 0.0311612 | val_loss: 0.0311711 | Time: 2199.21 ms [2021-03-18 02:07:37 main:574] : INFO : Epoch 1653 | loss: 0.0311649 | val_loss: 0.03118 | Time: 2227.55 ms [2021-03-18 02:07:39 main:574] : INFO : Epoch 1654 | loss: 0.0311686 | val_loss: 0.0311719 | Time: 2205.68 ms [2021-03-18 02:07:41 main:574] : INFO : Epoch 1655 | loss: 0.0311637 | val_loss: 0.0311678 | Time: 2298.21 ms [2021-03-18 02:07:43 main:574] : INFO : Epoch 1656 | loss: 0.031161 | val_loss: 0.0311658 | Time: 2255.08 ms [2021-03-18 02:07:46 main:574] : INFO : Epoch 1657 | loss: 0.0311608 | val_loss: 0.0311677 | Time: 2222.36 ms [2021-03-18 02:07:48 main:574] : INFO : Epoch 1658 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 2220.34 ms [2021-03-18 02:07:50 main:574] : INFO : Epoch 1659 | loss: 0.031162 | val_loss: 0.0311695 | Time: 2231.34 ms [2021-03-18 02:07:52 main:574] : INFO : Epoch 1660 | loss: 0.0311642 | val_loss: 0.0311718 | Time: 2227.4 ms [2021-03-18 02:07:55 main:574] : INFO : Epoch 1661 | loss: 0.0311636 | val_loss: 0.0311673 | Time: 2246.15 ms [2021-03-18 02:07:57 main:574] : INFO : Epoch 1662 | loss: 0.0311608 | val_loss: 0.0311665 | Time: 2234.76 ms [2021-03-18 02:07:59 main:574] : INFO : Epoch 1663 | loss: 0.0311625 | val_loss: 0.0311687 | Time: 2258.98 ms [2021-03-18 02:08:01 main:574] : INFO : Epoch 1664 | loss: 0.0311589 | val_loss: 0.031167 | Time: 2299.62 ms [2021-03-18 02:08:04 main:574] : INFO : Epoch 1665 | loss: 0.03116 | val_loss: 0.0311704 | Time: 2254.52 ms [2021-03-18 02:08:06 main:574] : INFO : Epoch 1666 | loss: 0.0311606 | val_loss: 0.0311668 | Time: 2292.9 ms [2021-03-18 02:08:08 main:574] : INFO : Epoch 1667 | loss: 0.0311611 | val_loss: 0.0311704 | Time: 2200.79 ms [2021-03-18 02:08:11 main:574] : INFO : Epoch 1668 | loss: 0.0311639 | val_loss: 0.0311891 | Time: 2227.19 ms [2021-03-18 02:08:13 main:574] : INFO : Epoch 1669 | loss: 0.0311627 | val_loss: 0.0311704 | Time: 2231.61 ms [2021-03-18 02:08:15 main:574] : INFO : Epoch 1670 | loss: 0.0311651 | val_loss: 0.0311836 | Time: 2233.4 ms [2021-03-18 02:08:17 main:574] : INFO : Epoch 1671 | loss: 0.0311642 | val_loss: 0.0311669 | Time: 2233.87 ms [2021-03-18 02:08:20 main:574] : INFO : Epoch 1672 | loss: 0.0311599 | val_loss: 0.0311738 | Time: 2246.02 ms [2021-03-18 02:08:22 main:574] : INFO : Epoch 1673 | loss: 0.0311627 | val_loss: 0.0311713 | Time: 2293.49 ms [2021-03-18 02:08:24 main:574] : INFO : Epoch 1674 | loss: 0.0311624 | val_loss: 0.0311667 | Time: 2253.8 ms [2021-03-18 02:08:26 main:574] : INFO : Epoch 1675 | loss: 0.0311613 | val_loss: 0.0311673 | Time: 2237.88 ms [2021-03-18 02:08:29 main:574] : INFO : Epoch 1676 | loss: 0.0311595 | val_loss: 0.0311663 | Time: 2236.98 ms [2021-03-18 02:08:31 main:574] : INFO : Epoch 1677 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 2233.71 ms [2021-03-18 02:08:33 main:574] : INFO : Epoch 1678 | loss: 0.0311669 | val_loss: 0.0311714 | Time: 2236.39 ms [2021-03-18 02:08:35 main:574] : INFO : Epoch 1679 | loss: 0.0311598 | val_loss: 0.0311688 | Time: 2214.99 ms [2021-03-18 02:08:38 main:574] : INFO : Epoch 1680 | loss: 0.0311594 | val_loss: 0.0311754 | Time: 2241.05 ms [2021-03-18 02:08:40 main:574] : INFO : Epoch 1681 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 2206.93 ms [2021-03-18 02:08:42 main:574] : INFO : Epoch 1682 | loss: 0.0311607 | val_loss: 0.0311685 | Time: 2272.98 ms [2021-03-18 02:08:44 main:574] : INFO : Epoch 1683 | loss: 0.0311599 | val_loss: 0.0311699 | Time: 2202.34 ms [2021-03-18 02:08:47 main:574] : INFO : Epoch 1684 | loss: 0.0311586 | val_loss: 0.0311648 | Time: 2259.84 ms [2021-03-18 02:08:49 main:574] : INFO : Epoch 1685 | loss: 0.0311596 | val_loss: 0.0311663 | Time: 2222.74 ms [2021-03-18 02:08:51 main:574] : INFO : Epoch 1686 | loss: 0.0311558 | val_loss: 0.0311674 | Time: 2236.92 ms [2021-03-18 02:08:53 main:574] : INFO : Epoch 1687 | loss: 0.0311555 | val_loss: 0.0311714 | Time: 2235.81 ms [2021-03-18 02:08:56 main:574] : INFO : Epoch 1688 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 2265.52 ms [2021-03-18 02:08:58 main:574] : INFO : Epoch 1689 | loss: 0.0311559 | val_loss: 0.031166 | Time: 2211.67 ms [2021-03-18 02:09:00 main:574] : INFO : Epoch 1690 | loss: 0.0311571 | val_loss: 0.0311724 | Time: 2233.41 ms [2021-03-18 02:09:02 main:574] : INFO : Epoch 1691 | loss: 0.0311611 | val_loss: 0.0311666 | Time: 2275.47 ms [2021-03-18 02:09:05 main:574] : INFO : Epoch 1692 | loss: 0.0311549 | val_loss: 0.0311655 | Time: 2221.1 ms [2021-03-18 02:09:07 main:574] : INFO : Epoch 1693 | loss: 0.0311557 | val_loss: 0.0311653 | Time: 2279.63 ms [2021-03-18 02:09:09 main:574] : INFO : Epoch 1694 | loss: 0.0311584 | val_loss: 0.0311664 | Time: 2221.5 ms [2021-03-18 02:09:11 main:574] : INFO : Epoch 1695 | loss: 0.0311575 | val_loss: 0.0311717 | Time: 2202.55 ms [2021-03-18 02:09:14 main:574] : INFO : Epoch 1696 | loss: 0.0311615 | val_loss: 0.0311686 | Time: 2207.89 ms [2021-03-18 02:09:16 main:574] : INFO : Epoch 1697 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 2214.45 ms [2021-03-18 02:09:18 main:574] : INFO : Epoch 1698 | loss: 0.0311555 | val_loss: 0.0311753 | Time: 2183.01 ms [2021-03-18 02:09:20 main:574] : INFO : Epoch 1699 | loss: 0.0311571 | val_loss: 0.0311721 | Time: 2212.91 ms [2021-03-18 02:09:22 main:574] : INFO : Epoch 1700 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 2220.15 ms [2021-03-18 02:09:25 main:574] : INFO : Epoch 1701 | loss: 0.0311573 | val_loss: 0.0311673 | Time: 2235.08 ms [2021-03-18 02:09:27 main:574] : INFO : Epoch 1702 | loss: 0.031155 | val_loss: 0.0311688 | Time: 2196.42 ms [2021-03-18 02:09:29 main:574] : INFO : Epoch 1703 | loss: 0.0311582 | val_loss: 0.0311738 | Time: 2229.89 ms [2021-03-18 02:09:31 main:574] : INFO : Epoch 1704 | loss: 0.0311616 | val_loss: 0.0311663 | Time: 2202.62 ms [2021-03-18 02:09:34 main:574] : INFO : Epoch 1705 | loss: 0.0311584 | val_loss: 0.0311698 | Time: 2249.47 ms [2021-03-18 02:09:36 main:574] : INFO : Epoch 1706 | loss: 0.0311569 | val_loss: 0.0311658 | Time: 2231.35 ms [2021-03-18 02:09:38 main:574] : INFO : Epoch 1707 | loss: 0.0311548 | val_loss: 0.0311701 | Time: 2270.83 ms [2021-03-18 02:09:40 main:574] : INFO : Epoch 1708 | loss: 0.0311574 | val_loss: 0.0311711 | Time: 2216.31 ms [2021-03-18 02:09:43 main:574] : INFO : Epoch 1709 | loss: 0.0311557 | val_loss: 0.0311758 | Time: 2224.67 ms [2021-03-18 02:09:45 main:574] : INFO : Epoch 1710 | loss: 0.0311613 | val_loss: 0.0311662 | Time: 2201.99 ms [2021-03-18 02:09:47 main:574] : INFO : Epoch 1711 | loss: 0.0311552 | val_loss: 0.0311657 | Time: 2220.24 ms [2021-03-18 02:09:49 main:574] : INFO : Epoch 1712 | loss: 0.0311556 | val_loss: 0.0311676 | Time: 2215.33 ms [2021-03-18 02:09:52 main:574] : INFO : Epoch 1713 | loss: 0.0311543 | val_loss: 0.0311681 | Time: 2235.4 ms [2021-03-18 02:09:54 main:574] : INFO : Epoch 1714 | loss: 0.0311544 | val_loss: 0.0311698 | Time: 2229.23 ms [2021-03-18 02:09:56 main:574] : INFO : Epoch 1715 | loss: 0.0311531 | val_loss: 0.0311679 | Time: 2227.13 ms [2021-03-18 02:09:58 main:574] : INFO : Epoch 1716 | loss: 0.0311538 | val_loss: 0.0311659 | Time: 2320.32 ms [2021-03-18 02:10:01 main:574] : INFO : Epoch 1717 | loss: 0.0311546 | val_loss: 0.031166 | Time: 2340.51 ms [2021-03-18 02:10:03 main:574] : INFO : Epoch 1718 | loss: 0.0311545 | val_loss: 0.0311791 | Time: 2343.99 ms [2021-03-18 02:10:05 main:574] : INFO : Epoch 1719 | loss: 0.0311565 | val_loss: 0.0311674 | Time: 2255.34 ms [2021-03-18 02:10:08 main:574] : INFO : Epoch 1720 | loss: 0.0311536 | val_loss: 0.0311689 | Time: 2256.36 ms [2021-03-18 02:10:10 main:574] : INFO : Epoch 1721 | loss: 0.0311562 | val_loss: 0.0311673 | Time: 2211.49 ms [2021-03-18 02:10:12 main:574] : INFO : Epoch 1722 | loss: 0.031154 | val_loss: 0.0311671 | Time: 2245.28 ms [2021-03-18 02:10:14 main:574] : INFO : Epoch 1723 | loss: 0.0311522 | val_loss: 0.0311653 | Time: 2245.98 ms [2021-03-18 02:10:17 main:574] : INFO : Epoch 1724 | loss: 0.0311528 | val_loss: 0.031167 | Time: 2243.23 ms [2021-03-18 02:10:19 main:574] : INFO : Epoch 1725 | loss: 0.0311531 | val_loss: 0.0311674 | Time: 2248.72 ms [2021-03-18 02:10:21 main:574] : INFO : Epoch 1726 | loss: 0.0311552 | val_loss: 0.0311674 | Time: 2217.55 ms [2021-03-18 02:10:24 main:574] : INFO : Epoch 1727 | loss: 0.0311548 | val_loss: 0.0311692 | Time: 2267.03 ms [2021-03-18 02:10:26 main:574] : INFO : Epoch 1728 | loss: 0.0311541 | val_loss: 0.0311709 | Time: 2276.06 ms [2021-03-18 02:10:28 main:574] : INFO : Epoch 1729 | loss: 0.0311542 | val_loss: 0.0311678 | Time: 2218.18 ms [2021-03-18 02:10:30 main:574] : INFO : Epoch 1730 | loss: 0.0311534 | val_loss: 0.03117 | Time: 2280.52 ms [2021-03-18 02:10:33 main:574] : INFO : Epoch 1731 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 2248.97 ms [2021-03-18 02:10:35 main:574] : INFO : Epoch 1732 | loss: 0.0311546 | val_loss: 0.0311676 | Time: 2244.03 ms [2021-03-18 02:10:37 main:574] : INFO : Epoch 1733 | loss: 0.0311558 | val_loss: 0.0311691 | Time: 2274.87 ms [2021-03-18 02:10:39 main:574] : INFO : Epoch 1734 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 2280.61 ms [2021-03-18 02:10:42 main:574] : INFO : Epoch 1735 | loss: 0.0311538 | val_loss: 0.0311744 | Time: 2266.76 ms [2021-03-18 02:10:44 main:574] : INFO : Epoch 1736 | loss: 0.0311525 | val_loss: 0.0311708 | Time: 2259.83 ms [2021-03-18 02:10:46 main:574] : INFO : Epoch 1737 | loss: 0.0311542 | val_loss: 0.0311725 | Time: 2248.42 ms [2021-03-18 02:10:49 main:574] : INFO : Epoch 1738 | loss: 0.0311523 | val_loss: 0.031169 | Time: 2281.72 ms [2021-03-18 02:10:51 main:574] : INFO : Epoch 1739 | loss: 0.0311518 | val_loss: 0.0311701 | Time: 2283.8 ms [2021-03-18 02:10:53 main:574] : INFO : Epoch 1740 | loss: 0.0311645 | val_loss: 0.0311766 | Time: 2242.73 ms [2021-03-18 02:10:55 main:574] : INFO : Epoch 1741 | loss: 0.0311596 | val_loss: 0.0311719 | Time: 2239.67 ms [2021-03-18 02:10:58 main:574] : INFO : Epoch 1742 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 2270.99 ms [2021-03-18 02:11:00 main:574] : INFO : Epoch 1743 | loss: 0.031156 | val_loss: 0.0311663 | Time: 2262.22 ms [2021-03-18 02:11:02 main:574] : INFO : Epoch 1744 | loss: 0.0311546 | val_loss: 0.031168 | Time: 2258.79 ms [2021-03-18 02:11:04 main:574] : INFO : Epoch 1745 | loss: 0.0311597 | val_loss: 0.0311702 | Time: 2265.49 ms [2021-03-18 02:11:07 main:574] : INFO : Epoch 1746 | loss: 0.0311557 | val_loss: 0.0311685 | Time: 2269.19 ms [2021-03-18 02:11:09 main:574] : INFO : Epoch 1747 | loss: 0.031152 | val_loss: 0.0311722 | Time: 2246.74 ms [2021-03-18 02:11:11 main:574] : INFO : Epoch 1748 | loss: 0.0311517 | val_loss: 0.031166 | Time: 2301.46 ms [2021-03-18 02:11:14 main:574] : INFO : Epoch 1749 | loss: 0.0311504 | val_loss: 0.0311769 | Time: 2277.35 ms [2021-03-18 02:11:16 main:574] : INFO : Epoch 1750 | loss: 0.0311525 | val_loss: 0.0311673 | Time: 2269.02 ms [2021-03-18 02:11:18 main:574] : INFO : Epoch 1751 | loss: 0.0311488 | val_loss: 0.0311681 | Time: 2290.82 ms [2021-03-18 02:11:21 main:574] : INFO : Epoch 1752 | loss: 0.0311498 | val_loss: 0.0311777 | Time: 2266.91 ms [2021-03-18 02:11:23 main:574] : INFO : Epoch 1753 | loss: 0.0311526 | val_loss: 0.0311741 | Time: 2324.86 ms [2021-03-18 02:11:25 main:574] : INFO : Epoch 1754 | loss: 0.0311496 | val_loss: 0.0311667 | Time: 2254.84 ms [2021-03-18 02:11:27 main:574] : INFO : Epoch 1755 | loss: 0.031151 | val_loss: 0.03117 | Time: 2233.67 ms [2021-03-18 02:11:30 main:574] : INFO : Epoch 1756 | loss: 0.0311501 | val_loss: 0.0311669 | Time: 2244.41 ms [2021-03-18 02:11:32 main:574] : INFO : Epoch 1757 | loss: 0.0311499 | val_loss: 0.0311677 | Time: 2278.03 ms [2021-03-18 02:11:34 main:574] : INFO : Epoch 1758 | loss: 0.0311473 | val_loss: 0.0311687 | Time: 2279.81 ms [2021-03-18 02:11:36 main:574] : INFO : Epoch 1759 | loss: 0.0311496 | val_loss: 0.0311679 | Time: 2246.15 ms [2021-03-18 02:11:39 main:574] : INFO : Epoch 1760 | loss: 0.0311514 | val_loss: 0.0311659 | Time: 2340.81 ms [2021-03-18 02:11:41 main:574] : INFO : Epoch 1761 | loss: 0.0311552 | val_loss: 0.0311829 | Time: 2227.12 ms [2021-03-18 02:11:43 main:574] : INFO : Epoch 1762 | loss: 0.0311554 | val_loss: 0.0311754 | Time: 2261.64 ms [2021-03-18 02:11:46 main:574] : INFO : Epoch 1763 | loss: 0.0311533 | val_loss: 0.0311705 | Time: 2243.67 ms [2021-03-18 02:11:48 main:574] : INFO : Epoch 1764 | loss: 0.0311473 | val_loss: 0.0311716 | Time: 2254.36 ms [2021-03-18 02:11:50 main:574] : INFO : Epoch 1765 | loss: 0.0311475 | val_loss: 0.0311675 | Time: 2243.36 ms [2021-03-18 02:11:52 main:574] : INFO : Epoch 1766 | loss: 0.0311513 | val_loss: 0.0311682 | Time: 2311.87 ms [2021-03-18 02:11:55 main:574] : INFO : Epoch 1767 | loss: 0.0311492 | val_loss: 0.0311706 | Time: 2264.09 ms [2021-03-18 02:11:57 main:574] : INFO : Epoch 1768 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 2257.93 ms [2021-03-18 02:11:59 main:574] : INFO : Epoch 1769 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 2255.94 ms [2021-03-18 02:12:02 main:574] : INFO : Epoch 1770 | loss: 0.031154 | val_loss: 0.0311707 | Time: 2258.61 ms [2021-03-18 02:12:04 main:574] : INFO : Epoch 1771 | loss: 0.0311474 | val_loss: 0.0311692 | Time: 2277.45 ms [2021-03-18 02:12:06 main:574] : INFO : Epoch 1772 | loss: 0.0311482 | val_loss: 0.03117 | Time: 2292.21 ms [2021-03-18 02:12:09 main:574] : INFO : Epoch 1773 | loss: 0.0311486 | val_loss: 0.0311747 | Time: 2315.85 ms [2021-03-18 02:12:11 main:574] : INFO : Epoch 1774 | loss: 0.0311503 | val_loss: 0.0311767 | Time: 2298.84 ms [2021-03-18 02:12:13 main:574] : INFO : Epoch 1775 | loss: 0.0311492 | val_loss: 0.0311717 | Time: 2256.88 ms [2021-03-18 02:12:15 main:574] : INFO : Epoch 1776 | loss: 0.0311481 | val_loss: 0.0311685 | Time: 2243.74 ms [2021-03-18 02:12:18 main:574] : INFO : Epoch 1777 | loss: 0.0311554 | val_loss: 0.0311714 | Time: 2243.11 ms [2021-03-18 02:12:20 main:574] : INFO : Epoch 1778 | loss: 0.0311511 | val_loss: 0.0311707 | Time: 2236.6 ms [2021-03-18 02:12:22 main:574] : INFO : Epoch 1779 | loss: 0.0311528 | val_loss: 0.0311764 | Time: 2243.95 ms [2021-03-18 02:12:24 main:574] : INFO : Epoch 1780 | loss: 0.031152 | val_loss: 0.0311693 | Time: 2239.76 ms [2021-03-18 02:12:27 main:574] : INFO : Epoch 1781 | loss: 0.0311469 | val_loss: 0.0311712 | Time: 2218.18 ms [2021-03-18 02:12:29 main:574] : INFO : Epoch 1782 | loss: 0.0311513 | val_loss: 0.0311741 | Time: 2220.95 ms [2021-03-18 02:12:31 main:574] : INFO : Epoch 1783 | loss: 0.031163 | val_loss: 0.0311702 | Time: 2210.18 ms [2021-03-18 02:12:33 main:574] : INFO : Epoch 1784 | loss: 0.031162 | val_loss: 0.0311726 | Time: 2218.08 ms [2021-03-18 02:12:36 main:574] : INFO : Epoch 1785 | loss: 0.0311612 | val_loss: 0.0311773 | Time: 2272.62 ms [2021-03-18 02:12:38 main:574] : INFO : Epoch 1786 | loss: 0.0311597 | val_loss: 0.0311696 | Time: 2193.45 ms [2021-03-18 02:12:40 main:574] : INFO : Epoch 1787 | loss: 0.0311586 | val_loss: 0.0311691 | Time: 2207.85 ms [2021-03-18 02:12:42 main:574] : INFO : Epoch 1788 | loss: 0.0311604 | val_loss: 0.0311719 | Time: 2287.81 ms [2021-03-18 02:12:45 main:574] : INFO : Epoch 1789 | loss: 0.0311681 | val_loss: 0.0311819 | Time: 2324.23 ms [2021-03-18 02:12:47 main:574] : INFO : Epoch 1790 | loss: 0.0311621 | val_loss: 0.0311731 | Time: 2234.97 ms [2021-03-18 02:12:49 main:574] : INFO : Epoch 1791 | loss: 0.0311562 | val_loss: 0.0311696 | Time: 2208.29 ms [2021-03-18 02:12:51 main:574] : INFO : Epoch 1792 | loss: 0.0311566 | val_loss: 0.0311699 | Time: 2229.84 ms [2021-03-18 02:12:54 main:574] : INFO : Epoch 1793 | loss: 0.0311556 | val_loss: 0.0311713 | Time: 2224.45 ms [2021-03-18 02:12:56 main:574] : INFO : Epoch 1794 | loss: 0.0311549 | val_loss: 0.0311757 | Time: 2227.44 ms [2021-03-18 02:12:58 main:574] : INFO : Epoch 1795 | loss: 0.031159 | val_loss: 0.0311779 | Time: 2360.87 ms [2021-03-18 02:13:00 main:574] : INFO : Epoch 1796 | loss: 0.0311557 | val_loss: 0.0311693 | Time: 2219.29 ms [2021-03-18 02:13:03 main:574] : INFO : Epoch 1797 | loss: 0.031154 | val_loss: 0.0311693 | Time: 2230.11 ms [2021-03-18 02:13:05 main:574] : INFO : Epoch 1798 | loss: 0.0311525 | val_loss: 0.0311705 | Time: 2336.95 ms [2021-03-18 02:13:07 main:574] : INFO : Epoch 1799 | loss: 0.031152 | val_loss: 0.0311706 | Time: 2201.36 ms [2021-03-18 02:13:10 main:574] : INFO : Epoch 1800 | loss: 0.0311513 | val_loss: 0.0311735 | Time: 2219.05 ms [2021-03-18 02:13:12 main:574] : INFO : Epoch 1801 | loss: 0.0311596 | val_loss: 0.0311769 | Time: 2199.87 ms [2021-03-18 02:13:14 main:574] : INFO : Epoch 1802 | loss: 0.0311529 | val_loss: 0.0311691 | Time: 2208.4 ms [2021-03-18 02:13:16 main:574] : INFO : Epoch 1803 | loss: 0.0311497 | val_loss: 0.0311779 | Time: 2225.19 ms [2021-03-18 02:13:18 main:574] : INFO : Epoch 1804 | loss: 0.031156 | val_loss: 0.0311679 | Time: 2262.49 ms [2021-03-18 02:13:21 main:574] : INFO : Epoch 1805 | loss: 0.031153 | val_loss: 0.0311808 | Time: 2287.64 ms [2021-03-18 02:13:23 main:574] : INFO : Epoch 1806 | loss: 0.0311505 | val_loss: 0.0311718 | Time: 2227.58 ms [2021-03-18 02:13:25 main:574] : INFO : Epoch 1807 | loss: 0.0311489 | val_loss: 0.0311803 | Time: 2196.53 ms [2021-03-18 02:13:27 main:574] : INFO : Epoch 1808 | loss: 0.0311478 | val_loss: 0.0311713 | Time: 2191.82 ms [2021-03-18 02:13:30 main:574] : INFO : Epoch 1809 | loss: 0.0311506 | val_loss: 0.0311734 | Time: 2221.78 ms [2021-03-18 02:13:32 main:574] : INFO : Epoch 1810 | loss: 0.0311544 | val_loss: 0.0311749 | Time: 2259.56 ms [2021-03-18 02:13:34 main:574] : INFO : Epoch 1811 | loss: 0.0311472 | val_loss: 0.0311711 | Time: 2266.13 ms [2021-03-18 02:13:37 main:574] : INFO : Epoch 1812 | loss: 0.0311465 | val_loss: 0.0311833 | Time: 2270.14 ms [2021-03-18 02:13:39 main:574] : INFO : Epoch 1813 | loss: 0.0311497 | val_loss: 0.0311716 | Time: 2273.92 ms [2021-03-18 02:13:41 main:574] : INFO : Epoch 1814 | loss: 0.0311466 | val_loss: 0.0311728 | Time: 2304.45 ms [2021-03-18 02:13:43 main:574] : INFO : Epoch 1815 | loss: 0.0311483 | val_loss: 0.031172 | Time: 2283.62 ms [2021-03-18 02:13:46 main:574] : INFO : Epoch 1816 | loss: 0.031161 | val_loss: 0.03117 | Time: 2279.77 ms [2021-03-18 02:13:48 main:574] : INFO : Epoch 1817 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 2276.22 ms [2021-03-18 02:13:50 main:574] : INFO : Epoch 1818 | loss: 0.031158 | val_loss: 0.0311755 | Time: 2317.07 ms [2021-03-18 02:13:53 main:574] : INFO : Epoch 1819 | loss: 0.031155 | val_loss: 0.0311686 | Time: 2253.66 ms [2021-03-18 02:13:55 main:574] : INFO : Epoch 1820 | loss: 0.0311533 | val_loss: 0.0311729 | Time: 2281.26 ms [2021-03-18 02:13:57 main:574] : INFO : Epoch 1821 | loss: 0.0311543 | val_loss: 0.0311719 | Time: 2273.24 ms [2021-03-18 02:14:00 main:574] : INFO : Epoch 1822 | loss: 0.0311522 | val_loss: 0.0311714 | Time: 2313.29 ms [2021-03-18 02:14:02 main:574] : INFO : Epoch 1823 | loss: 0.0311518 | val_loss: 0.0311708 | Time: 2303.22 ms [2021-03-18 02:14:04 main:574] : INFO : Epoch 1824 | loss: 0.0311543 | val_loss: 0.0311788 | Time: 2315.18 ms [2021-03-18 02:14:07 main:574] : INFO : Epoch 1825 | loss: 0.0311559 | val_loss: 0.0311717 | Time: 2333.06 ms [2021-03-18 02:14:09 main:574] : INFO : Epoch 1826 | loss: 0.0311507 | val_loss: 0.0311729 | Time: 2242.25 ms [2021-03-18 02:14:11 main:574] : INFO : Epoch 1827 | loss: 0.0311541 | val_loss: 0.0311785 | Time: 2272.26 ms [2021-03-18 02:14:13 main:574] : INFO : Epoch 1828 | loss: 0.0311515 | val_loss: 0.0311732 | Time: 2281.14 ms [2021-03-18 02:14:16 main:574] : INFO : Epoch 1829 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 2339.18 ms [2021-03-18 02:14:18 main:574] : INFO : Epoch 1830 | loss: 0.0311576 | val_loss: 0.0311775 | Time: 2282.95 ms [2021-03-18 02:14:20 main:574] : INFO : Epoch 1831 | loss: 0.031153 | val_loss: 0.0311707 | Time: 2274.1 ms [2021-03-18 02:14:23 main:574] : INFO : Epoch 1832 | loss: 0.0311562 | val_loss: 0.0311702 | Time: 2255.53 ms [2021-03-18 02:14:25 main:574] : INFO : Epoch 1833 | loss: 0.0311477 | val_loss: 0.0311734 | Time: 2294.7 ms [2021-03-18 02:14:27 main:574] : INFO : Epoch 1834 | loss: 0.0311505 | val_loss: 0.0311797 | Time: 2285.29 ms [2021-03-18 02:14:30 main:574] : INFO : Epoch 1835 | loss: 0.0311481 | val_loss: 0.0311744 | Time: 2259.1 ms [2021-03-18 02:14:32 main:574] : INFO : Epoch 1836 | loss: 0.0311501 | val_loss: 0.0311704 | Time: 2302.1 ms [2021-03-18 02:14:34 main:574] : INFO : Epoch 1837 | loss: 0.0311484 | val_loss: 0.0311736 | Time: 2377.08 ms [2021-03-18 02:14:37 main:574] : INFO : Epoch 1838 | loss: 0.0311501 | val_loss: 0.0311688 | Time: 2397.13 ms [2021-03-18 02:14:39 main:574] : INFO : Epoch 1839 | loss: 0.0311493 | val_loss: 0.0311776 | Time: 2265.71 ms [2021-03-18 02:14:41 main:574] : INFO : Epoch 1840 | loss: 0.0311509 | val_loss: 0.031182 | Time: 2308.11 ms [2021-03-18 02:14:44 main:574] : INFO : Epoch 1841 | loss: 0.0311481 | val_loss: 0.0311688 | Time: 2238.21 ms [2021-03-18 02:14:46 main:574] : INFO : Epoch 1842 | loss: 0.0311486 | val_loss: 0.0311732 | Time: 2208.53 ms [2021-03-18 02:14:48 main:574] : INFO : Epoch 1843 | loss: 0.0311476 | val_loss: 0.0311692 | Time: 2270.74 ms [2021-03-18 02:14:50 main:574] : INFO : Epoch 1844 | loss: 0.0311494 | val_loss: 0.0311713 | Time: 2261.47 ms [2021-03-18 02:14:53 main:574] : INFO : Epoch 1845 | loss: 0.0311456 | val_loss: 0.0311747 | Time: 2245.76 ms [2021-03-18 02:14:55 main:574] : INFO : Epoch 1846 | loss: 0.0311478 | val_loss: 0.0311847 | Time: 2297.85 ms [2021-03-18 02:14:57 main:574] : INFO : Epoch 1847 | loss: 0.0311483 | val_loss: 0.0311714 | Time: 2299.44 ms [2021-03-18 02:15:00 main:574] : INFO : Epoch 1848 | loss: 0.0311487 | val_loss: 0.0311706 | Time: 2274.53 ms [2021-03-18 02:15:02 main:574] : INFO : Epoch 1849 | loss: 0.031148 | val_loss: 0.0311712 | Time: 2275.35 ms [2021-03-18 02:15:04 main:574] : INFO : Epoch 1850 | loss: 0.0311469 | val_loss: 0.0311677 | Time: 2305.02 ms [2021-03-18 02:15:06 main:574] : INFO : Epoch 1851 | loss: 0.0311454 | val_loss: 0.0311707 | Time: 2297.54 ms [2021-03-18 02:15:09 main:574] : INFO : Epoch 1852 | loss: 0.0311469 | val_loss: 0.0311748 | Time: 2305.29 ms [2021-03-18 02:15:11 main:574] : INFO : Epoch 1853 | loss: 0.0311456 | val_loss: 0.031169 | Time: 2298.87 ms [2021-03-18 02:15:13 main:574] : INFO : Epoch 1854 | loss: 0.0311461 | val_loss: 0.0311703 | Time: 2296.02 ms [2021-03-18 02:15:16 main:574] : INFO : Epoch 1855 | loss: 0.031146 | val_loss: 0.0311746 | Time: 2380.65 ms [2021-03-18 02:15:18 main:574] : INFO : Epoch 1856 | loss: 0.0311472 | val_loss: 0.0311718 | Time: 2425.85 ms [2021-03-18 02:15:21 main:574] : INFO : Epoch 1857 | loss: 0.0311456 | val_loss: 0.0311702 | Time: 2390.46 ms [2021-03-18 02:15:23 main:574] : INFO : Epoch 1858 | loss: 0.0311446 | val_loss: 0.0311698 | Time: 2329.64 ms [2021-03-18 02:15:25 main:574] : INFO : Epoch 1859 | loss: 0.0311444 | val_loss: 0.0311705 | Time: 2298.06 ms [2021-03-18 02:15:28 main:574] : INFO : Epoch 1860 | loss: 0.031146 | val_loss: 0.0311724 | Time: 2287.9 ms [2021-03-18 02:15:30 main:574] : INFO : Epoch 1861 | loss: 0.0311534 | val_loss: 0.0311785 | Time: 2285.55 ms [2021-03-18 02:15:32 main:574] : INFO : Epoch 1862 | loss: 0.0311657 | val_loss: 0.0311819 | Time: 2295.92 ms [2021-03-18 02:15:35 main:574] : INFO : Epoch 1863 | loss: 0.0311538 | val_loss: 0.0311713 | Time: 2303.5 ms [2021-03-18 02:15:37 main:574] : INFO : Epoch 1864 | loss: 0.0311496 | val_loss: 0.0311678 | Time: 2295.45 ms [2021-03-18 02:15:39 main:574] : INFO : Epoch 1865 | loss: 0.0311473 | val_loss: 0.03117 | Time: 2329.1 ms [2021-03-18 02:15:42 main:574] : INFO : Epoch 1866 | loss: 0.0311506 | val_loss: 0.0311717 | Time: 2290.88 ms [2021-03-18 02:15:44 main:574] : INFO : Epoch 1867 | loss: 0.0311463 | val_loss: 0.0311687 | Time: 2295.79 ms [2021-03-18 02:15:46 main:574] : INFO : Epoch 1868 | loss: 0.0311457 | val_loss: 0.0311677 | Time: 2294.58 ms [2021-03-18 02:15:48 main:574] : INFO : Epoch 1869 | loss: 0.0311481 | val_loss: 0.0311739 | Time: 2324.33 ms [2021-03-18 02:15:51 main:574] : INFO : Epoch 1870 | loss: 0.0311513 | val_loss: 0.0311687 | Time: 2322.58 ms [2021-03-18 02:15:53 main:574] : INFO : Epoch 1871 | loss: 0.0311456 | val_loss: 0.0311686 | Time: 2294.19 ms [2021-03-18 02:15:55 main:574] : INFO : Epoch 1872 | loss: 0.0311454 | val_loss: 0.0311667 | Time: 2327.42 ms [2021-03-18 02:15:58 main:574] : INFO : Epoch 1873 | loss: 0.0311533 | val_loss: 0.0311903 | Time: 2329.33 ms [2021-03-18 02:16:00 main:574] : INFO : Epoch 1874 | loss: 0.0311498 | val_loss: 0.0311671 | Time: 2278.21 ms [2021-03-18 02:16:02 main:574] : INFO : Epoch 1875 | loss: 0.0311502 | val_loss: 0.0311696 | Time: 2295.84 ms [2021-03-18 02:16:05 main:574] : INFO : Epoch 1876 | loss: 0.0311451 | val_loss: 0.0311681 | Time: 2280.43 ms [2021-03-18 02:16:07 main:574] : INFO : Epoch 1877 | loss: 0.0311477 | val_loss: 0.0311707 | Time: 2295.97 ms [2021-03-18 02:16:09 main:574] : INFO : Epoch 1878 | loss: 0.0311498 | val_loss: 0.0311691 | Time: 2272.15 ms [2021-03-18 02:16:12 main:574] : INFO : Epoch 1879 | loss: 0.0311475 | val_loss: 0.0311696 | Time: 2299.22 ms [2021-03-18 02:16:14 main:574] : INFO : Epoch 1880 | loss: 0.0311513 | val_loss: 0.031172 | Time: 2236.36 ms [2021-03-18 02:16:16 main:574] : INFO : Epoch 1881 | loss: 0.0311479 | val_loss: 0.0311706 | Time: 2254 ms [2021-03-18 02:16:18 main:574] : INFO : Epoch 1882 | loss: 0.0311473 | val_loss: 0.0311704 | Time: 2252.01 ms [2021-03-18 02:16:21 main:574] : INFO : Epoch 1883 | loss: 0.0311452 | val_loss: 0.031172 | Time: 2288.69 ms [2021-03-18 02:16:23 main:574] : INFO : Epoch 1884 | loss: 0.031145 | val_loss: 0.0311745 | Time: 2250.54 ms [2021-03-18 02:16:25 main:574] : INFO : Epoch 1885 | loss: 0.031147 | val_loss: 0.0311787 | Time: 2280.04 ms [2021-03-18 02:16:28 main:574] : INFO : Epoch 1886 | loss: 0.0311486 | val_loss: 0.0311689 | Time: 2258.41 ms [2021-03-18 02:16:30 main:574] : INFO : Epoch 1887 | loss: 0.0311471 | val_loss: 0.0311815 | Time: 2255.96 ms [2021-03-18 02:16:32 main:574] : INFO : Epoch 1888 | loss: 0.0311498 | val_loss: 0.0311707 | Time: 2285.55 ms [2021-03-18 02:16:34 main:574] : INFO : Epoch 1889 | loss: 0.0311491 | val_loss: 0.031172 | Time: 2268.36 ms [2021-03-18 02:16:37 main:574] : INFO : Epoch 1890 | loss: 0.0311525 | val_loss: 0.0311815 | Time: 2260.82 ms [2021-03-18 02:16:39 main:574] : INFO : Epoch 1891 | loss: 0.031158 | val_loss: 0.0311718 | Time: 2245.76 ms [2021-03-18 02:16:41 main:574] : INFO : Epoch 1892 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 2250.39 ms [2021-03-18 02:16:43 main:574] : INFO : Epoch 1893 | loss: 0.0311585 | val_loss: 0.0311675 | Time: 2175.11 ms [2021-03-18 02:16:46 main:574] : INFO : Epoch 1894 | loss: 0.0311573 | val_loss: 0.0311693 | Time: 2285.44 ms [2021-03-18 02:16:48 main:574] : INFO : Epoch 1895 | loss: 0.0311541 | val_loss: 0.0311683 | Time: 2305.17 ms [2021-03-18 02:16:50 main:574] : INFO : Epoch 1896 | loss: 0.031154 | val_loss: 0.0311683 | Time: 2289.3 ms [2021-03-18 02:16:53 main:574] : INFO : Epoch 1897 | loss: 0.0311523 | val_loss: 0.0311683 | Time: 2235.25 ms [2021-03-18 02:16:55 main:574] : INFO : Epoch 1898 | loss: 0.0311512 | val_loss: 0.03117 | Time: 2237.91 ms [2021-03-18 02:16:57 main:574] : INFO : Epoch 1899 | loss: 0.0311544 | val_loss: 0.0311677 | Time: 2213.28 ms [2021-03-18 02:16:59 main:574] : INFO : Epoch 1900 | loss: 0.0311517 | val_loss: 0.0311673 | Time: 2207.27 ms [2021-03-18 02:17:02 main:574] : INFO : Epoch 1901 | loss: 0.0311514 | val_loss: 0.0311714 | Time: 2247.94 ms [2021-03-18 02:17:04 main:574] : INFO : Epoch 1902 | loss: 0.0311499 | val_loss: 0.0311782 | Time: 2223.68 ms [2021-03-18 02:17:06 main:574] : INFO : Epoch 1903 | loss: 0.0311505 | val_loss: 0.03117 | Time: 2213.78 ms [2021-03-18 02:17:08 main:574] : INFO : Epoch 1904 | loss: 0.0311495 | val_loss: 0.03117 | Time: 2248.12 ms [2021-03-18 02:17:11 main:574] : INFO : Epoch 1905 | loss: 0.0311525 | val_loss: 0.0311707 | Time: 2225.18 ms [2021-03-18 02:17:13 main:574] : INFO : Epoch 1906 | loss: 0.0311499 | val_loss: 0.0311728 | Time: 2248.76 ms [2021-03-18 02:17:15 main:574] : INFO : Epoch 1907 | loss: 0.0311481 | val_loss: 0.0311706 | Time: 2265.23 ms [2021-03-18 02:17:17 main:574] : INFO : Epoch 1908 | loss: 0.0311471 | val_loss: 0.031171 | Time: 2245.68 ms [2021-03-18 02:17:20 main:574] : INFO : Epoch 1909 | loss: 0.0311461 | val_loss: 0.0311679 | Time: 2224.06 ms [2021-03-18 02:17:22 main:574] : INFO : Epoch 1910 | loss: 0.0311464 | val_loss: 0.0311773 | Time: 2233.78 ms [2021-03-18 02:17:24 main:574] : INFO : Epoch 1911 | loss: 0.0311476 | val_loss: 0.0311668 | Time: 2265.45 ms [2021-03-18 02:17:26 main:574] : INFO : Epoch 1912 | loss: 0.0311472 | val_loss: 0.0311705 | Time: 2255.56 ms [2021-03-18 02:17:29 main:574] : INFO : Epoch 1913 | loss: 0.0311457 | val_loss: 0.0311699 | Time: 2254.78 ms [2021-03-18 02:17:31 main:574] : INFO : Epoch 1914 | loss: 0.0311443 | val_loss: 0.0311697 | Time: 2259.29 ms [2021-03-18 02:17:33 main:574] : INFO : Epoch 1915 | loss: 0.0311449 | val_loss: 0.0311763 | Time: 2246.94 ms [2021-03-18 02:17:35 main:574] : INFO : Epoch 1916 | loss: 0.0311536 | val_loss: 0.0311724 | Time: 2192.38 ms [2021-03-18 02:17:38 main:574] : INFO : Epoch 1917 | loss: 0.0311549 | val_loss: 0.0311675 | Time: 2199.26 ms [2021-03-18 02:17:40 main:574] : INFO : Epoch 1918 | loss: 0.0311517 | val_loss: 0.0311757 | Time: 2203.98 ms [2021-03-18 02:17:42 main:574] : INFO : Epoch 1919 | loss: 0.0311506 | val_loss: 0.0311707 | Time: 2221.82 ms [2021-03-18 02:17:44 main:574] : INFO : Epoch 1920 | loss: 0.0311504 | val_loss: 0.0311714 | Time: 2216.99 ms [2021-03-18 02:17:47 main:574] : INFO : Epoch 1921 | loss: 0.0311492 | val_loss: 0.0311678 | Time: 2199.29 ms [2021-03-18 02:17:49 main:574] : INFO : Epoch 1922 | loss: 0.0311467 | val_loss: 0.031166 | Time: 2236.15 ms [2021-03-18 02:17:51 main:574] : INFO : Epoch 1923 | loss: 0.0311455 | val_loss: 0.0311692 | Time: 2177.92 ms [2021-03-18 02:17:53 main:574] : INFO : Epoch 1924 | loss: 0.0311448 | val_loss: 0.0311674 | Time: 2236.04 ms [2021-03-18 02:17:55 main:574] : INFO : Epoch 1925 | loss: 0.0311469 | val_loss: 0.0311674 | Time: 2185.69 ms [2021-03-18 02:17:58 main:574] : INFO : Epoch 1926 | loss: 0.0311475 | val_loss: 0.031169 | Time: 2203.12 ms [2021-03-18 02:18:00 main:574] : INFO : Epoch 1927 | loss: 0.031147 | val_loss: 0.0311657 | Time: 2251.56 ms [2021-03-18 02:18:02 main:574] : INFO : Epoch 1928 | loss: 0.0311481 | val_loss: 0.0311683 | Time: 2178 ms [2021-03-18 02:18:04 main:574] : INFO : Epoch 1929 | loss: 0.0311566 | val_loss: 0.0311811 | Time: 2243.29 ms [2021-03-18 02:18:07 main:574] : INFO : Epoch 1930 | loss: 0.031156 | val_loss: 0.031168 | Time: 2242.9 ms [2021-03-18 02:18:09 main:574] : INFO : Epoch 1931 | loss: 0.0311454 | val_loss: 0.0311717 | Time: 2235.47 ms [2021-03-18 02:18:11 main:574] : INFO : Epoch 1932 | loss: 0.0311452 | val_loss: 0.0311707 | Time: 2213.06 ms [2021-03-18 02:18:13 main:574] : INFO : Epoch 1933 | loss: 0.0311461 | val_loss: 0.0311676 | Time: 2194.82 ms [2021-03-18 02:18:16 main:574] : INFO : Epoch 1934 | loss: 0.0311489 | val_loss: 0.0311736 | Time: 2240.41 ms [2021-03-18 02:18:18 main:574] : INFO : Epoch 1935 | loss: 0.0311445 | val_loss: 0.0311687 | Time: 2224.72 ms [2021-03-18 02:18:20 main:574] : INFO : Epoch 1936 | loss: 0.0311423 | val_loss: 0.0311687 | Time: 2223.69 ms [2021-03-18 02:18:22 main:574] : INFO : Epoch 1937 | loss: 0.0311438 | val_loss: 0.0311673 | Time: 2217.32 ms [2021-03-18 02:18:25 main:574] : INFO : Epoch 1938 | loss: 0.0311424 | val_loss: 0.0311684 | Time: 2214.82 ms [2021-03-18 02:18:27 main:574] : INFO : Epoch 1939 | loss: 0.0311422 | val_loss: 0.0311796 | Time: 2233.37 ms [2021-03-18 02:18:29 main:574] : INFO : Epoch 1940 | loss: 0.0311465 | val_loss: 0.0311777 | Time: 2200.79 ms [2021-03-18 02:18:31 main:574] : INFO : Epoch 1941 | loss: 0.0311441 | val_loss: 0.0311678 | Time: 2236.57 ms [2021-03-18 02:18:34 main:574] : INFO : Epoch 1942 | loss: 0.0311419 | val_loss: 0.0311696 | Time: 2280.44 ms [2021-03-18 02:18:36 main:574] : INFO : Epoch 1943 | loss: 0.0311416 | val_loss: 0.0311706 | Time: 2238.46 ms [2021-03-18 02:18:38 main:574] : INFO : Epoch 1944 | loss: 0.0311408 | val_loss: 0.0311692 | Time: 2248.69 ms [2021-03-18 02:18:40 main:574] : INFO : Epoch 1945 | loss: 0.0311428 | val_loss: 0.0311702 | Time: 2270.95 ms [2021-03-18 02:18:43 main:574] : INFO : Epoch 1946 | loss: 0.0311446 | val_loss: 0.0311699 | Time: 2275.25 ms [2021-03-18 02:18:45 main:574] : INFO : Epoch 1947 | loss: 0.0311438 | val_loss: 0.0311675 | Time: 2264.46 ms [2021-03-18 02:18:47 main:574] : INFO : Epoch 1948 | loss: 0.0311451 | val_loss: 0.03118 | Time: 2242 ms [2021-03-18 02:18:49 main:574] : INFO : Epoch 1949 | loss: 0.0311459 | val_loss: 0.031176 | Time: 2259.28 ms [2021-03-18 02:18:52 main:574] : INFO : Epoch 1950 | loss: 0.0311452 | val_loss: 0.0311668 | Time: 2249.72 ms [2021-03-18 02:18:54 main:574] : INFO : Epoch 1951 | loss: 0.0311421 | val_loss: 0.0311697 | Time: 2251.62 ms [2021-03-18 02:18:56 main:574] : INFO : Epoch 1952 | loss: 0.031143 | val_loss: 0.0311698 | Time: 2291.25 ms [2021-03-18 02:18:59 main:574] : INFO : Epoch 1953 | loss: 0.0311437 | val_loss: 0.0311664 | Time: 2298.73 ms [2021-03-18 02:19:01 main:574] : INFO : Epoch 1954 | loss: 0.0311443 | val_loss: 0.0311692 | Time: 2268.21 ms [2021-03-18 02:19:03 main:574] : INFO : Epoch 1955 | loss: 0.0311453 | val_loss: 0.0311677 | Time: 2274.17 ms [2021-03-18 02:19:05 main:574] : INFO : Epoch 1956 | loss: 0.0311427 | val_loss: 0.0311688 | Time: 2278.64 ms [2021-03-18 02:19:08 main:574] : INFO : Epoch 1957 | loss: 0.031142 | val_loss: 0.0311731 | Time: 2279.41 ms [2021-03-18 02:19:10 main:574] : INFO : Epoch 1958 | loss: 0.031148 | val_loss: 0.0311699 | Time: 2313.75 ms [2021-03-18 02:19:12 main:574] : INFO : Epoch 1959 | loss: 0.0311475 | val_loss: 0.0311687 | Time: 2256.84 ms [2021-03-18 02:19:15 main:574] : INFO : Epoch 1960 | loss: 0.0311461 | val_loss: 0.0311762 | Time: 2273.07 ms [2021-03-18 02:19:17 main:574] : INFO : Epoch 1961 | loss: 0.0311467 | val_loss: 0.031169 | Time: 2252.77 ms [2021-03-18 02:19:19 main:574] : INFO : Epoch 1962 | loss: 0.0311461 | val_loss: 0.0311746 | Time: 2274.68 ms [2021-03-18 02:19:22 main:574] : INFO : Epoch 1963 | loss: 0.0311433 | val_loss: 0.0311748 | Time: 2296.05 ms [2021-03-18 02:19:24 main:574] : INFO : Epoch 1964 | loss: 0.031143 | val_loss: 0.0311713 | Time: 2270.73 ms [2021-03-18 02:19:26 main:574] : INFO : Epoch 1965 | loss: 0.0311414 | val_loss: 0.0311705 | Time: 2276.83 ms [2021-03-18 02:19:28 main:574] : INFO : Epoch 1966 | loss: 0.0311413 | val_loss: 0.0311709 | Time: 2258.4 ms [2021-03-18 02:19:31 main:574] : INFO : Epoch 1967 | loss: 0.0311445 | val_loss: 0.0311687 | Time: 2312.63 ms [2021-03-18 02:19:33 main:574] : INFO : Epoch 1968 | loss: 0.0311455 | val_loss: 0.0311718 | Time: 2261.86 ms [2021-03-18 02:19:35 main:574] : INFO : Epoch 1969 | loss: 0.031143 | val_loss: 0.0311728 | Time: 2269.43 ms [2021-03-18 02:19:38 main:574] : INFO : Epoch 1970 | loss: 0.031143 | val_loss: 0.0311725 | Time: 2277.87 ms [2021-03-18 02:19:40 main:574] : INFO : Epoch 1971 | loss: 0.0311443 | val_loss: 0.0311694 | Time: 2271.52 ms [2021-03-18 02:19:42 main:574] : INFO : Epoch 1972 | loss: 0.031156 | val_loss: 0.0311862 | Time: 2279.98 ms [2021-03-18 02:19:44 main:574] : INFO : Epoch 1973 | loss: 0.0311508 | val_loss: 0.03117 | Time: 2259.9 ms [2021-03-18 02:19:47 main:574] : INFO : Epoch 1974 | loss: 0.0311475 | val_loss: 0.0311773 | Time: 2341.29 ms [2021-03-18 02:19:49 main:574] : INFO : Epoch 1975 | loss: 0.0311432 | val_loss: 0.031169 | Time: 2272 ms [2021-03-18 02:19:51 main:574] : INFO : Epoch 1976 | loss: 0.0311407 | val_loss: 0.0311761 | Time: 2251.72 ms [2021-03-18 02:19:54 main:574] : INFO : Epoch 1977 | loss: 0.0311438 | val_loss: 0.0311687 | Time: 2286.21 ms [2021-03-18 02:19:56 main:574] : INFO : Epoch 1978 | loss: 0.0311449 | val_loss: 0.0311721 | Time: 2286.7 ms [2021-03-18 02:19:58 main:574] : INFO : Epoch 1979 | loss: 0.0311455 | val_loss: 0.031175 | Time: 2298.66 ms [2021-03-18 02:20:01 main:574] : INFO : Epoch 1980 | loss: 0.0311441 | val_loss: 0.0311702 | Time: 2296.95 ms [2021-03-18 02:20:03 main:574] : INFO : Epoch 1981 | loss: 0.031143 | val_loss: 0.0311756 | Time: 2270.89 ms [2021-03-18 02:20:05 main:574] : INFO : Epoch 1982 | loss: 0.0311433 | val_loss: 0.0311691 | Time: 2304.34 ms [2021-03-18 02:20:08 main:574] : INFO : Epoch 1983 | loss: 0.0311416 | val_loss: 0.0311696 | Time: 2306.6 ms [2021-03-18 02:20:10 main:574] : INFO : Epoch 1984 | loss: 0.03114 | val_loss: 0.0311694 | Time: 2411.88 ms [2021-03-18 02:20:12 main:574] : INFO : Epoch 1985 | loss: 0.0311401 | val_loss: 0.0311779 | Time: 2209.99 ms [2021-03-18 02:20:14 main:574] : INFO : Epoch 1986 | loss: 0.0311437 | val_loss: 0.0311764 | Time: 2216.49 ms [2021-03-18 02:20:17 main:574] : INFO : Epoch 1987 | loss: 0.0311423 | val_loss: 0.0311691 | Time: 2200.49 ms [2021-03-18 02:20:19 main:574] : INFO : Epoch 1988 | loss: 0.0311459 | val_loss: 0.0311877 | Time: 2261.3 ms [2021-03-18 02:20:21 main:574] : INFO : Epoch 1989 | loss: 0.0311458 | val_loss: 0.0311683 | Time: 2195.9 ms [2021-03-18 02:20:23 main:574] : INFO : Epoch 1990 | loss: 0.0311502 | val_loss: 0.0311685 | Time: 2200.16 ms [2021-03-18 02:20:26 main:574] : INFO : Epoch 1991 | loss: 0.0311521 | val_loss: 0.0311716 | Time: 2254.17 ms [2021-03-18 02:20:28 main:574] : INFO : Epoch 1992 | loss: 0.0311498 | val_loss: 0.0311686 | Time: 2270.24 ms [2021-03-18 02:20:30 main:574] : INFO : Epoch 1993 | loss: 0.0311487 | val_loss: 0.0311675 | Time: 2304.64 ms [2021-03-18 02:20:33 main:574] : INFO : Epoch 1994 | loss: 0.0311448 | val_loss: 0.0311775 | Time: 2328.82 ms [2021-03-18 02:20:35 main:574] : INFO : Epoch 1995 | loss: 0.0311462 | val_loss: 0.0311663 | Time: 2296 ms [2021-03-18 02:20:37 main:574] : INFO : Epoch 1996 | loss: 0.0311452 | val_loss: 0.0311724 | Time: 2294 ms [2021-03-18 02:20:40 main:574] : INFO : Epoch 1997 | loss: 0.031148 | val_loss: 0.031172 | Time: 2309.1 ms [2021-03-18 02:20:42 main:574] : INFO : Epoch 1998 | loss: 0.0311489 | val_loss: 0.0311742 | Time: 2300.76 ms [2021-03-18 02:20:44 main:574] : INFO : Epoch 1999 | loss: 0.0311501 | val_loss: 0.0311673 | Time: 2294.17 ms [2021-03-18 02:20:46 main:574] : INFO : Epoch 2000 | loss: 0.0311489 | val_loss: 0.0311701 | Time: 2268.8 ms [2021-03-18 02:20:49 main:574] : INFO : Epoch 2001 | loss: 0.0311477 | val_loss: 0.0311714 | Time: 2291.74 ms [2021-03-18 02:20:51 main:574] : INFO : Epoch 2002 | loss: 0.0311479 | val_loss: 0.0311668 | Time: 2307.55 ms [2021-03-18 02:20:53 main:574] : INFO : Epoch 2003 | loss: 0.0311447 | val_loss: 0.0311696 | Time: 2288.85 ms [2021-03-18 02:20:56 main:574] : INFO : Epoch 2004 | loss: 0.0311431 | val_loss: 0.0311699 | Time: 2314.93 ms [2021-03-18 02:20:58 main:574] : INFO : Epoch 2005 | loss: 0.0311438 | val_loss: 0.0311722 | Time: 2300.83 ms [2021-03-18 02:21:00 main:574] : INFO : Epoch 2006 | loss: 0.031145 | val_loss: 0.031173 | Time: 2295.19 ms [2021-03-18 02:21:03 main:574] : INFO : Epoch 2007 | loss: 0.0311482 | val_loss: 0.0311695 | Time: 2251.68 ms [2021-03-18 02:21:05 main:574] : INFO : Epoch 2008 | loss: 0.0311517 | val_loss: 0.0311788 | Time: 2278.63 ms [2021-03-18 02:21:07 main:574] : INFO : Epoch 2009 | loss: 0.0311551 | val_loss: 0.0311649 | Time: 2276.87 ms [2021-03-18 02:21:10 main:574] : INFO : Epoch 2010 | loss: 0.0311548 | val_loss: 0.0311673 | Time: 2398.24 ms [2021-03-18 02:21:12 main:574] : INFO : Epoch 2011 | loss: 0.0311504 | val_loss: 0.0311672 | Time: 2288.86 ms [2021-03-18 02:21:14 main:574] : INFO : Epoch 2012 | loss: 0.0311496 | val_loss: 0.0311685 | Time: 2250.01 ms [2021-03-18 02:21:17 main:574] : INFO : Epoch 2013 | loss: 0.031152 | val_loss: 0.0311791 | Time: 2302.55 ms [2021-03-18 02:21:19 main:574] : INFO : Epoch 2014 | loss: 0.0311514 | val_loss: 0.0311676 | Time: 2237.44 ms [2021-03-18 02:21:21 main:574] : INFO : Epoch 2015 | loss: 0.0311497 | val_loss: 0.0311645 | Time: 2249.53 ms [2021-03-18 02:21:23 main:574] : INFO : Epoch 2016 | loss: 0.0311459 | val_loss: 0.0311655 | Time: 2257.76 ms [2021-03-18 02:21:26 main:574] : INFO : Epoch 2017 | loss: 0.0311542 | val_loss: 0.0311707 | Time: 2244.14 ms [2021-03-18 02:21:28 main:574] : INFO : Epoch 2018 | loss: 0.0311537 | val_loss: 0.0311648 | Time: 2312.42 ms [2021-03-18 02:21:30 main:574] : INFO : Epoch 2019 | loss: 0.0311466 | val_loss: 0.0311655 | Time: 2216.46 ms [2021-03-18 02:21:32 main:574] : INFO : Epoch 2020 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 2211.84 ms [2021-03-18 02:21:35 main:574] : INFO : Epoch 2021 | loss: 0.0311452 | val_loss: 0.0311662 | Time: 2191.82 ms [2021-03-18 02:21:37 main:574] : INFO : Epoch 2022 | loss: 0.0311454 | val_loss: 0.0311656 | Time: 2138.94 ms [2021-03-18 02:21:39 main:574] : INFO : Epoch 2023 | loss: 0.0311451 | val_loss: 0.0311679 | Time: 2161.31 ms [2021-03-18 02:21:41 main:574] : INFO : Epoch 2024 | loss: 0.0311459 | val_loss: 0.0311696 | Time: 2178.56 ms [2021-03-18 02:21:43 main:574] : INFO : Epoch 2025 | loss: 0.0311441 | val_loss: 0.0311662 | Time: 2137.4 ms [2021-03-18 02:21:45 main:574] : INFO : Epoch 2026 | loss: 0.0311428 | val_loss: 0.0311681 | Time: 2105.45 ms [2021-03-18 02:21:48 main:574] : INFO : Epoch 2027 | loss: 0.0311438 | val_loss: 0.0311736 | Time: 2125.38 ms [2021-03-18 02:21:50 main:574] : INFO : Epoch 2028 | loss: 0.0311472 | val_loss: 0.0311673 | Time: 2110.45 ms [2021-03-18 02:21:52 main:574] : INFO : Epoch 2029 | loss: 0.0311451 | val_loss: 0.0311704 | Time: 2144.85 ms [2021-03-18 02:21:54 main:574] : INFO : Epoch 2030 | loss: 0.0311499 | val_loss: 0.0311648 | Time: 2136.49 ms [2021-03-18 02:21:56 main:574] : INFO : Epoch 2031 | loss: 0.0311467 | val_loss: 0.0311759 | Time: 2109.6 ms [2021-03-18 02:21:58 main:574] : INFO : Epoch 2032 | loss: 0.0311441 | val_loss: 0.031172 | Time: 2168.09 ms [2021-03-18 02:22:00 main:574] : INFO : Epoch 2033 | loss: 0.0311431 | val_loss: 0.0311723 | Time: 2140.95 ms [2021-03-18 02:22:03 main:574] : INFO : Epoch 2034 | loss: 0.0311441 | val_loss: 0.0311701 | Time: 2142.99 ms [2021-03-18 02:22:05 main:574] : INFO : Epoch 2035 | loss: 0.0311431 | val_loss: 0.031168 | Time: 2132.73 ms [2021-03-18 02:22:07 main:574] : INFO : Epoch 2036 | loss: 0.0311426 | val_loss: 0.0311687 | Time: 2154.66 ms [2021-03-18 02:22:09 main:574] : INFO : Epoch 2037 | loss: 0.0311437 | val_loss: 0.0311709 | Time: 2195.69 ms [2021-03-18 02:22:11 main:574] : INFO : Epoch 2038 | loss: 0.0311437 | val_loss: 0.0311676 | Time: 2182.87 ms [2021-03-18 02:22:13 main:574] : INFO : Epoch 2039 | loss: 0.0311408 | val_loss: 0.0311665 | Time: 2144.91 ms [2021-03-18 02:22:16 main:574] : INFO : Epoch 2040 | loss: 0.0311426 | val_loss: 0.0311659 | Time: 2089.6 ms [2021-03-18 02:22:18 main:574] : INFO : Epoch 2041 | loss: 0.0311396 | val_loss: 0.031169 | Time: 2106.68 ms [2021-03-18 02:22:20 main:574] : INFO : Epoch 2042 | loss: 0.0311404 | val_loss: 0.0311695 | Time: 2114.88 ms [2021-03-18 02:22:22 main:574] : INFO : Epoch 2043 | loss: 0.0311412 | val_loss: 0.0311701 | Time: 2133.8 ms [2021-03-18 02:22:24 main:574] : INFO : Epoch 2044 | loss: 0.0311397 | val_loss: 0.0311679 | Time: 2141.97 ms [2021-03-18 02:22:26 main:574] : INFO : Epoch 2045 | loss: 0.0311405 | val_loss: 0.0311678 | Time: 2167.87 ms [2021-03-18 02:22:28 main:574] : INFO : Epoch 2046 | loss: 0.0311447 | val_loss: 0.0311714 | Time: 2143.72 ms [2021-03-18 02:22:31 main:574] : INFO : Epoch 2047 | loss: 0.031149 | val_loss: 0.0311696 | Time: 2161.23 ms [2021-03-18 02:22:33 main:574] : INFO : Epoch 2048 | loss: 0.031146 | val_loss: 0.0311669 | Time: 2213.99 ms [2021-03-18 02:22:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311669 [2021-03-18 02:22:33 main:603] : INFO : Saving end state to config to file [2021-03-18 02:22:33 main:608] : INFO : Success, exiting.. 02:22:33 (2400): 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)