Task 9194350
| Name | ParityModified-1636181629-13438-1-0_1 |
| Workunit | 6481714 |
| Created | 26 Nov 2021, 6:20:44 UTC |
| Sent | 26 Nov 2021, 7:34:55 UTC |
| Report deadline | 4 Dec 2021, 7:34:55 UTC |
| Received | 28 Nov 2021, 14:54:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 13 sec |
| CPU time | 1 hours 15 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0310684 | val_loss: 0.0312146 | Time: 2208.36 ms [2021-11-28 15:35:42 main:574] : INFO : Epoch 1543 | loss: 0.0310675 | val_loss: 0.0312015 | Time: 2212.71 ms [2021-11-28 15:35:44 main:574] : INFO : Epoch 1544 | loss: 0.0310658 | val_loss: 0.0312183 | Time: 2212.16 ms [2021-11-28 15:35:46 main:574] : INFO : Epoch 1545 | loss: 0.031066 | val_loss: 0.0312162 | Time: 2222.82 ms [2021-11-28 15:35:48 main:574] : INFO : Epoch 1546 | loss: 0.0310608 | val_loss: 0.0312092 | Time: 2215.41 ms [2021-11-28 15:35:51 main:574] : INFO : Epoch 1547 | loss: 0.0310627 | val_loss: 0.0312077 | Time: 2238.36 ms [2021-11-28 15:35:53 main:574] : INFO : Epoch 1548 | loss: 0.0310606 | val_loss: 0.0312043 | Time: 2229.89 ms [2021-11-28 15:35:55 main:574] : INFO : Epoch 1549 | loss: 0.0310602 | val_loss: 0.0312102 | Time: 2222.9 ms [2021-11-28 15:35:57 main:574] : INFO : Epoch 1550 | loss: 0.0310574 | val_loss: 0.0312052 | Time: 2230.95 ms [2021-11-28 15:36:00 main:574] : INFO : Epoch 1551 | loss: 0.0310618 | val_loss: 0.0312081 | Time: 2239.33 ms [2021-11-28 15:36:02 main:574] : INFO : Epoch 1552 | loss: 0.0310601 | val_loss: 0.031212 | Time: 2223.4 ms [2021-11-28 15:36:04 main:574] : INFO : Epoch 1553 | loss: 0.0310601 | val_loss: 0.0312154 | Time: 2207.78 ms [2021-11-28 15:36:06 main:574] : INFO : Epoch 1554 | loss: 0.0310618 | val_loss: 0.0312051 | Time: 2189.9 ms [2021-11-28 15:36:08 main:574] : INFO : Epoch 1555 | loss: 0.031075 | val_loss: 0.0312068 | Time: 2204.41 ms [2021-11-28 15:36:11 main:574] : INFO : Epoch 1556 | loss: 0.0310769 | val_loss: 0.0312116 | Time: 2214.35 ms [2021-11-28 15:36:13 main:574] : INFO : Epoch 1557 | loss: 0.0310684 | val_loss: 0.0311893 | Time: 2228.18 ms [2021-11-28 15:36:15 main:574] : INFO : Epoch 1558 | loss: 0.0310693 | val_loss: 0.0312081 | Time: 2188.63 ms [2021-11-28 15:36:17 main:574] : INFO : Epoch 1559 | loss: 0.0310754 | val_loss: 0.031197 | Time: 2227.69 ms [2021-11-28 15:36:19 main:574] : INFO : Epoch 1560 | loss: 0.0310692 | val_loss: 0.0312061 | Time: 2224.82 ms [2021-11-28 15:36:22 main:574] : INFO : Epoch 1561 | loss: 0.0310677 | val_loss: 0.0311968 | Time: 2212 ms [2021-11-28 15:36:24 main:574] : INFO : Epoch 1562 | loss: 0.0310635 | val_loss: 0.0312108 | Time: 2234.36 ms [2021-11-28 15:36:26 main:574] : INFO : Epoch 1563 | loss: 0.0310609 | val_loss: 0.0312039 | Time: 2214.28 ms [2021-11-28 15:36:28 main:574] : INFO : Epoch 1564 | loss: 0.0310629 | val_loss: 0.0312232 | Time: 2224.25 ms [2021-11-28 15:36:31 main:574] : INFO : Epoch 1565 | loss: 0.0310582 | val_loss: 0.031217 | Time: 2166.19 ms [2021-11-28 15:36:33 main:574] : INFO : Epoch 1566 | loss: 0.0310616 | val_loss: 0.0312001 | Time: 2209.96 ms [2021-11-28 15:36:35 main:574] : INFO : Epoch 1567 | loss: 0.031069 | val_loss: 0.0312023 | Time: 2215.98 ms [2021-11-28 15:36:37 main:574] : INFO : Epoch 1568 | loss: 0.0311011 | val_loss: 0.0311873 | Time: 2217.38 ms [2021-11-28 15:36:39 main:574] : INFO : Epoch 1569 | loss: 0.0310959 | val_loss: 0.0312066 | Time: 2211.92 ms [2021-11-28 15:36:42 main:574] : INFO : Epoch 1570 | loss: 0.0310901 | val_loss: 0.0312061 | Time: 2225.41 ms [2021-11-28 15:36:44 main:574] : INFO : Epoch 1571 | loss: 0.031083 | val_loss: 0.0312039 | Time: 2208.08 ms [2021-11-28 15:36:46 main:574] : INFO : Epoch 1572 | loss: 0.0310858 | val_loss: 0.0312128 | Time: 2218.42 ms [2021-11-28 15:36:48 main:574] : INFO : Epoch 1573 | loss: 0.031081 | val_loss: 0.0312161 | Time: 2239.57 ms [2021-11-28 15:36:51 main:574] : INFO : Epoch 1574 | loss: 0.0310812 | val_loss: 0.0311958 | Time: 2230.38 ms [2021-11-28 15:36:53 main:574] : INFO : Epoch 1575 | loss: 0.0310772 | val_loss: 0.0312083 | Time: 2236.03 ms [2021-11-28 15:36:55 main:574] : INFO : Epoch 1576 | loss: 0.0310683 | val_loss: 0.0312108 | Time: 2164.26 ms [2021-11-28 15:36:57 main:574] : INFO : Epoch 1577 | loss: 0.031065 | val_loss: 0.0312107 | Time: 2236.57 ms [2021-11-28 15:36:59 main:574] : INFO : Epoch 1578 | loss: 0.0310652 | val_loss: 0.0312105 | Time: 2241.46 ms [2021-11-28 15:37:02 main:574] : INFO : Epoch 1579 | loss: 0.0310606 | val_loss: 0.0312207 | Time: 2214.65 ms [2021-11-28 15:37:04 main:574] : INFO : Epoch 1580 | loss: 0.0310613 | val_loss: 0.0312087 | Time: 2231.95 ms [2021-11-28 15:37:06 main:574] : INFO : Epoch 1581 | loss: 0.0310671 | val_loss: 0.0312021 | Time: 2233.1 ms [2021-11-28 15:37:08 main:574] : INFO : Epoch 1582 | loss: 0.0310729 | val_loss: 0.0311972 | Time: 2220.89 ms [2021-11-28 15:37:11 main:574] : INFO : Epoch 1583 | loss: 0.0310657 | val_loss: 0.0312112 | Time: 2236.41 ms [2021-11-28 15:37:13 main:574] : INFO : Epoch 1584 | loss: 0.0310618 | val_loss: 0.031217 | Time: 2235.81 ms [2021-11-28 15:37:15 main:574] : INFO : Epoch 1585 | loss: 0.0310609 | val_loss: 0.0312157 | Time: 2227 ms [2021-11-28 15:37:17 main:574] : INFO : Epoch 1586 | loss: 0.0310577 | val_loss: 0.0312104 | Time: 2255.16 ms [2021-11-28 15:37:20 main:574] : INFO : Epoch 1587 | loss: 0.0310643 | val_loss: 0.0312015 | Time: 2242.99 ms [2021-11-28 15:37:22 main:574] : INFO : Epoch 1588 | loss: 0.0310726 | val_loss: 0.0312027 | Time: 2201.65 ms [2021-11-28 15:37:24 main:574] : INFO : Epoch 1589 | loss: 0.0310707 | val_loss: 0.0312153 | Time: 2208.12 ms [2021-11-28 15:37:26 main:574] : INFO : Epoch 1590 | loss: 0.0310641 | val_loss: 0.0312134 | Time: 2223.49 ms [2021-11-28 15:37:28 main:574] : INFO : Epoch 1591 | loss: 0.0310673 | val_loss: 0.0311972 | Time: 2248.9 ms [2021-11-28 15:37:31 main:574] : INFO : Epoch 1592 | loss: 0.0310672 | val_loss: 0.0312185 | Time: 2237.88 ms [2021-11-28 15:37:33 main:574] : INFO : Epoch 1593 | loss: 0.0310625 | val_loss: 0.0312105 | Time: 2202.37 ms [2021-11-28 15:37:35 main:574] : INFO : Epoch 1594 | loss: 0.0310628 | val_loss: 0.0312149 | Time: 2234.5 ms [2021-11-28 15:37:37 main:574] : INFO : Epoch 1595 | loss: 0.0310633 | val_loss: 0.0312076 | Time: 2217.25 ms [2021-11-28 15:37:40 main:574] : INFO : Epoch 1596 | loss: 0.0310593 | val_loss: 0.0312099 | Time: 2208.18 ms [2021-11-28 15:37:42 main:574] : INFO : Epoch 1597 | loss: 0.0310567 | val_loss: 0.0312216 | Time: 2219.93 ms [2021-11-28 15:37:44 main:574] : INFO : Epoch 1598 | loss: 0.0310563 | val_loss: 0.0312136 | Time: 2516.97 ms [2021-11-28 15:37:47 main:574] : INFO : Epoch 1599 | loss: 0.0310526 | val_loss: 0.0312192 | Time: 2220.15 ms [2021-11-28 15:37:49 main:574] : INFO : Epoch 1600 | loss: 0.0310519 | val_loss: 0.0312122 | Time: 2259.98 ms [2021-11-28 15:37:51 main:574] : INFO : Epoch 1601 | loss: 0.031065 | val_loss: 0.0312059 | Time: 2226.1 ms [2021-11-28 15:37:53 main:574] : INFO : Epoch 1602 | loss: 0.0310679 | val_loss: 0.0312043 | Time: 2239.96 ms [2021-11-28 15:37:55 main:574] : INFO : Epoch 1603 | loss: 0.0310627 | val_loss: 0.0312139 | Time: 2224.04 ms [2021-11-28 15:37:58 main:574] : INFO : Epoch 1604 | loss: 0.0310687 | val_loss: 0.0312021 | Time: 2215.72 ms [2021-11-28 15:38:00 main:574] : INFO : Epoch 1605 | loss: 0.0310687 | val_loss: 0.0312063 | Time: 2253.27 ms [2021-11-28 15:38:02 main:574] : INFO : Epoch 1606 | loss: 0.0310617 | val_loss: 0.0312065 | Time: 2226.74 ms [2021-11-28 15:38:04 main:574] : INFO : Epoch 1607 | loss: 0.0310594 | val_loss: 0.0312092 | Time: 2211.96 ms [2021-11-28 15:38:07 main:574] : INFO : Epoch 1608 | loss: 0.0310573 | val_loss: 0.0312198 | Time: 2277.48 ms [2021-11-28 15:38:09 main:574] : INFO : Epoch 1609 | loss: 0.0310568 | val_loss: 0.0312089 | Time: 2233.19 ms [2021-11-28 15:38:11 main:574] : INFO : Epoch 1610 | loss: 0.0310668 | val_loss: 0.0312027 | Time: 2195.42 ms [2021-11-28 15:38:13 main:574] : INFO : Epoch 1611 | loss: 0.0310609 | val_loss: 0.0312144 | Time: 2239.89 ms [2021-11-28 15:38:16 main:574] : INFO : Epoch 1612 | loss: 0.0310584 | val_loss: 0.0312044 | Time: 2209.31 ms [2021-11-28 15:38:18 main:574] : INFO : Epoch 1613 | loss: 0.0310567 | val_loss: 0.0312155 | Time: 2229.39 ms [2021-11-28 15:38:20 main:574] : INFO : Epoch 1614 | loss: 0.0310562 | val_loss: 0.0312187 | Time: 2231.05 ms [2021-11-28 15:38:22 main:574] : INFO : Epoch 1615 | loss: 0.0310583 | val_loss: 0.0312142 | Time: 2224.08 ms [2021-11-28 15:38:25 main:574] : INFO : Epoch 1616 | loss: 0.0310613 | val_loss: 0.0312131 | Time: 2260.91 ms [2021-11-28 15:38:27 main:574] : INFO : Epoch 1617 | loss: 0.0310634 | val_loss: 0.0312073 | Time: 2213.91 ms [2021-11-28 15:38:29 main:574] : INFO : Epoch 1618 | loss: 0.0310575 | val_loss: 0.0312145 | Time: 2244.54 ms [2021-11-28 15:38:31 main:574] : INFO : Epoch 1619 | loss: 0.0310637 | val_loss: 0.0312121 | Time: 2229.9 ms [2021-11-28 15:38:33 main:574] : INFO : Epoch 1620 | loss: 0.0310595 | val_loss: 0.0312147 | Time: 2221.69 ms [2021-11-28 15:38:36 main:574] : INFO : Epoch 1621 | loss: 0.03106 | val_loss: 0.0312025 | Time: 2251 ms [2021-11-28 15:38:38 main:574] : INFO : Epoch 1622 | loss: 0.0310608 | val_loss: 0.0312072 | Time: 2245.58 ms [2021-11-28 15:38:40 main:574] : INFO : Epoch 1623 | loss: 0.0310661 | val_loss: 0.0312247 | Time: 2223.3 ms [2021-11-28 15:38:42 main:574] : INFO : Epoch 1624 | loss: 0.0310662 | val_loss: 0.0312188 | Time: 2242.49 ms [2021-11-28 15:38:45 main:574] : INFO : Epoch 1625 | loss: 0.0310781 | val_loss: 0.0311962 | Time: 2219.2 ms [2021-11-28 15:38:47 main:574] : INFO : Epoch 1626 | loss: 0.0310781 | val_loss: 0.031212 | Time: 2247.67 ms [2021-11-28 15:38:49 main:574] : INFO : Epoch 1627 | loss: 0.0310723 | val_loss: 0.0312225 | Time: 2213.08 ms [2021-11-28 15:38:51 main:574] : INFO : Epoch 1628 | loss: 0.0310823 | val_loss: 0.0312253 | Time: 2256.55 ms [2021-11-28 15:38:54 main:574] : INFO : Epoch 1629 | loss: 0.0310873 | val_loss: 0.0312184 | Time: 2226.92 ms [2021-11-28 15:38:56 main:574] : INFO : Epoch 1630 | loss: 0.0310754 | val_loss: 0.031208 | Time: 2232.82 ms [2021-11-28 15:38:58 main:574] : INFO : Epoch 1631 | loss: 0.0310687 | val_loss: 0.0312078 | Time: 2232.08 ms [2021-11-28 15:39:00 main:574] : INFO : Epoch 1632 | loss: 0.031066 | val_loss: 0.031212 | Time: 2197.88 ms [2021-11-28 15:39:03 main:574] : INFO : Epoch 1633 | loss: 0.0310758 | val_loss: 0.0312019 | Time: 2217.12 ms [2021-11-28 15:39:05 main:574] : INFO : Epoch 1634 | loss: 0.0310765 | val_loss: 0.0311964 | Time: 2234.47 ms [2021-11-28 15:39:07 main:574] : INFO : Epoch 1635 | loss: 0.0310749 | val_loss: 0.0312044 | Time: 2234.13 ms [2021-11-28 15:39:09 main:574] : INFO : Epoch 1636 | loss: 0.0310716 | val_loss: 0.0312103 | Time: 2258.32 ms [2021-11-28 15:39:11 main:574] : INFO : Epoch 1637 | loss: 0.0310659 | val_loss: 0.031202 | Time: 2221.83 ms [2021-11-28 15:39:14 main:574] : INFO : Epoch 1638 | loss: 0.0310935 | val_loss: 0.0311999 | Time: 2231.73 ms [2021-11-28 15:39:16 main:574] : INFO : Epoch 1639 | loss: 0.0310997 | val_loss: 0.0311886 | Time: 2239.81 ms [2021-11-28 15:39:18 main:574] : INFO : Epoch 1640 | loss: 0.0310896 | val_loss: 0.0312009 | Time: 2243.7 ms [2021-11-28 15:39:20 main:574] : INFO : Epoch 1641 | loss: 0.0310838 | val_loss: 0.0312006 | Time: 2223.03 ms [2021-11-28 15:39:23 main:574] : INFO : Epoch 1642 | loss: 0.0310874 | val_loss: 0.0311949 | Time: 2241.81 ms [2021-11-28 15:39:25 main:574] : INFO : Epoch 1643 | loss: 0.0310789 | val_loss: 0.0311938 | Time: 2245.25 ms [2021-11-28 15:39:27 main:574] : INFO : Epoch 1644 | loss: 0.0310771 | val_loss: 0.0312082 | Time: 2243.07 ms [2021-11-28 15:39:29 main:574] : INFO : Epoch 1645 | loss: 0.031071 | val_loss: 0.0311932 | Time: 2253.05 ms [2021-11-28 15:39:32 main:574] : INFO : Epoch 1646 | loss: 0.0310658 | val_loss: 0.0312106 | Time: 2235.06 ms [2021-11-28 15:39:34 main:574] : INFO : Epoch 1647 | loss: 0.0310617 | val_loss: 0.0312058 | Time: 2203.03 ms [2021-11-28 15:39:36 main:574] : INFO : Epoch 1648 | loss: 0.0310611 | val_loss: 0.0312105 | Time: 2265.46 ms [2021-11-28 15:39:38 main:574] : INFO : Epoch 1649 | loss: 0.0310637 | val_loss: 0.0312054 | Time: 2292.88 ms [2021-11-28 15:39:41 main:574] : INFO : Epoch 1650 | loss: 0.0310619 | val_loss: 0.0312111 | Time: 2269.31 ms [2021-11-28 15:39:43 main:574] : INFO : Epoch 1651 | loss: 0.0310592 | val_loss: 0.0312019 | Time: 2223.5 ms [2021-11-28 15:39:45 main:574] : INFO : Epoch 1652 | loss: 0.0310556 | val_loss: 0.0312161 | Time: 2226.08 ms [2021-11-28 15:39:47 main:574] : INFO : Epoch 1653 | loss: 0.0310568 | val_loss: 0.0312151 | Time: 2237.09 ms [2021-11-28 15:39:50 main:574] : INFO : Epoch 1654 | loss: 0.0310551 | val_loss: 0.0312008 | Time: 2191.25 ms [2021-11-28 15:39:52 main:574] : INFO : Epoch 1655 | loss: 0.0310924 | val_loss: 0.0311899 | Time: 2210.78 ms [2021-11-28 15:39:54 main:574] : INFO : Epoch 1656 | loss: 0.0310973 | val_loss: 0.0311957 | Time: 2251.77 ms [2021-11-28 15:39:56 main:574] : INFO : Epoch 1657 | loss: 0.0310866 | val_loss: 0.0311972 | Time: 2214.54 ms [2021-11-28 15:39:59 main:574] : INFO : Epoch 1658 | loss: 0.0310814 | val_loss: 0.0311981 | Time: 2238.33 ms [2021-11-28 15:40:01 main:574] : INFO : Epoch 1659 | loss: 0.0310819 | val_loss: 0.0312025 | Time: 2233.37 ms [2021-11-28 15:40:03 main:574] : INFO : Epoch 1660 | loss: 0.031077 | val_loss: 0.0312005 | Time: 2239.06 ms [2021-11-28 15:40:05 main:574] : INFO : Epoch 1661 | loss: 0.031071 | val_loss: 0.0312191 | Time: 2226.1 ms [2021-11-28 15:40:07 main:574] : INFO : Epoch 1662 | loss: 0.0310737 | val_loss: 0.0312047 | Time: 2250.75 ms [2021-11-28 15:40:10 main:574] : INFO : Epoch 1663 | loss: 0.0310727 | val_loss: 0.0311992 | Time: 2219.76 ms [2021-11-28 15:40:12 main:574] : INFO : Epoch 1664 | loss: 0.0310735 | val_loss: 0.0312174 | Time: 2226.68 ms [2021-11-28 15:40:14 main:574] : INFO : Epoch 1665 | loss: 0.0310703 | val_loss: 0.0312013 | Time: 2215.63 ms [2021-11-28 15:40:16 main:574] : INFO : Epoch 1666 | loss: 0.0310691 | val_loss: 0.0312006 | Time: 2216.67 ms [2021-11-28 15:40:19 main:574] : INFO : Epoch 1667 | loss: 0.0310693 | val_loss: 0.0312098 | Time: 2247.02 ms [2021-11-28 15:40:21 main:574] : INFO : Epoch 1668 | loss: 0.0310666 | val_loss: 0.0312068 | Time: 2222.77 ms [2021-11-28 15:40:23 main:574] : INFO : Epoch 1669 | loss: 0.0310651 | val_loss: 0.0312072 | Time: 2212.71 ms [2021-11-28 15:40:25 main:574] : INFO : Epoch 1670 | loss: 0.0310608 | val_loss: 0.0312114 | Time: 2244.62 ms [2021-11-28 15:40:28 main:574] : INFO : Epoch 1671 | loss: 0.0310601 | val_loss: 0.0312061 | Time: 2242.8 ms [2021-11-28 15:40:30 main:574] : INFO : Epoch 1672 | loss: 0.0310599 | val_loss: 0.0312081 | Time: 2237.97 ms [2021-11-28 15:40:32 main:574] : INFO : Epoch 1673 | loss: 0.0310606 | val_loss: 0.0312113 | Time: 2235.78 ms [2021-11-28 15:40:34 main:574] : INFO : Epoch 1674 | loss: 0.0310626 | val_loss: 0.0312023 | Time: 2241.8 ms [2021-11-28 15:40:37 main:574] : INFO : Epoch 1675 | loss: 0.0310593 | val_loss: 0.0312143 | Time: 2251.69 ms [2021-11-28 15:40:39 main:574] : INFO : Epoch 1676 | loss: 0.0310635 | val_loss: 0.0312086 | Time: 2244.35 ms [2021-11-28 15:40:41 main:574] : INFO : Epoch 1677 | loss: 0.0310601 | val_loss: 0.0312141 | Time: 2190.93 ms [2021-11-28 15:40:43 main:574] : INFO : Epoch 1678 | loss: 0.0310646 | val_loss: 0.0312271 | Time: 2240.43 ms [2021-11-28 15:40:45 main:574] : INFO : Epoch 1679 | loss: 0.031095 | val_loss: 0.0311907 | Time: 2242.31 ms [2021-11-28 15:40:48 main:574] : INFO : Epoch 1680 | loss: 0.031099 | val_loss: 0.031197 | Time: 2210.04 ms [2021-11-28 15:40:50 main:574] : INFO : Epoch 1681 | loss: 0.0310979 | val_loss: 0.0312008 | Time: 2235.19 ms [2021-11-28 15:40:52 main:574] : INFO : Epoch 1682 | loss: 0.0310891 | val_loss: 0.0311924 | Time: 2227.51 ms [2021-11-28 15:40:54 main:574] : INFO : Epoch 1683 | loss: 0.0310806 | val_loss: 0.0311988 | Time: 2235.89 ms [2021-11-28 15:40:57 main:574] : INFO : Epoch 1684 | loss: 0.031071 | val_loss: 0.0312007 | Time: 2198.57 ms [2021-11-28 15:40:59 main:574] : INFO : Epoch 1685 | loss: 0.0310691 | val_loss: 0.0312126 | Time: 2227.11 ms [2021-11-28 15:41:01 main:574] : INFO : Epoch 1686 | loss: 0.0310638 | val_loss: 0.0312114 | Time: 2244.78 ms [2021-11-28 15:41:03 main:574] : INFO : Epoch 1687 | loss: 0.0310597 | val_loss: 0.0312178 | Time: 2291.52 ms [2021-11-28 15:41:06 main:574] : INFO : Epoch 1688 | loss: 0.0310623 | val_loss: 0.0312123 | Time: 2276.46 ms [2021-11-28 15:41:08 main:574] : INFO : Epoch 1689 | loss: 0.0310586 | val_loss: 0.0312149 | Time: 2276.49 ms [2021-11-28 15:41:10 main:574] : INFO : Epoch 1690 | loss: 0.0310565 | val_loss: 0.0312108 | Time: 2241.94 ms [2021-11-28 15:41:12 main:574] : INFO : Epoch 1691 | loss: 0.0310547 | val_loss: 0.0312059 | Time: 2208.91 ms [2021-11-28 15:41:15 main:574] : INFO : Epoch 1692 | loss: 0.0310573 | val_loss: 0.0312161 | Time: 2228.01 ms [2021-11-28 15:41:17 main:574] : INFO : Epoch 1693 | loss: 0.0310555 | val_loss: 0.0312105 | Time: 2230.63 ms [2021-11-28 15:41:19 main:574] : INFO : Epoch 1694 | loss: 0.0310549 | val_loss: 0.0312115 | Time: 2231.7 ms [2021-11-28 15:41:21 main:574] : INFO : Epoch 1695 | loss: 0.0310589 | val_loss: 0.0312075 | Time: 2210.77 ms [2021-11-28 15:41:24 main:574] : INFO : Epoch 1696 | loss: 0.0310634 | val_loss: 0.0312118 | Time: 2246.9 ms [2021-11-28 15:41:26 main:574] : INFO : Epoch 1697 | loss: 0.0310607 | val_loss: 0.0312143 | Time: 2240.14 ms [2021-11-28 15:41:28 main:574] : INFO : Epoch 1698 | loss: 0.0310571 | val_loss: 0.0312208 | Time: 2227.87 ms [2021-11-28 15:41:30 main:574] : INFO : Epoch 1699 | loss: 0.0310569 | val_loss: 0.0312143 | Time: 2211.29 ms [2021-11-28 15:41:33 main:574] : INFO : Epoch 1700 | loss: 0.0310588 | val_loss: 0.0312204 | Time: 2211.16 ms [2021-11-28 15:41:35 main:574] : INFO : Epoch 1701 | loss: 0.0310552 | val_loss: 0.0312207 | Time: 2215.15 ms [2021-11-28 15:41:37 main:574] : INFO : Epoch 1702 | loss: 0.0310526 | val_loss: 0.031218 | Time: 2227.39 ms [2021-11-28 15:41:39 main:574] : INFO : Epoch 1703 | loss: 0.0310541 | val_loss: 0.0312205 | Time: 2228.48 ms [2021-11-28 15:41:41 main:574] : INFO : Epoch 1704 | loss: 0.0310541 | val_loss: 0.0312201 | Time: 2222.47 ms [2021-11-28 15:41:44 main:574] : INFO : Epoch 1705 | loss: 0.0310555 | val_loss: 0.0312037 | Time: 2261.87 ms [2021-11-28 15:41:46 main:574] : INFO : Epoch 1706 | loss: 0.0310592 | val_loss: 0.0312068 | Time: 2232.29 ms [2021-11-28 15:41:48 main:574] : INFO : Epoch 1707 | loss: 0.031055 | val_loss: 0.0312224 | Time: 2245.45 ms [2021-11-28 15:41:50 main:574] : INFO : Epoch 1708 | loss: 0.0310609 | val_loss: 0.0312238 | Time: 2216.4 ms [2021-11-28 15:41:53 main:574] : INFO : Epoch 1709 | loss: 0.0310566 | val_loss: 0.0312067 | Time: 2230.19 ms [2021-11-28 15:41:55 main:574] : INFO : Epoch 1710 | loss: 0.0310545 | val_loss: 0.0312187 | Time: 2220.76 ms [2021-11-28 15:41:57 main:574] : INFO : Epoch 1711 | loss: 0.0310533 | val_loss: 0.0312191 | Time: 2242.83 ms [2021-11-28 15:41:59 main:574] : INFO : Epoch 1712 | loss: 0.0310505 | val_loss: 0.0312171 | Time: 2220.69 ms [2021-11-28 15:42:02 main:574] : INFO : Epoch 1713 | loss: 0.0310498 | val_loss: 0.0312251 | Time: 2237.69 ms [2021-11-28 15:42:04 main:574] : INFO : Epoch 1714 | loss: 0.031054 | val_loss: 0.031218 | Time: 2237.27 ms [2021-11-28 15:42:06 main:574] : INFO : Epoch 1715 | loss: 0.0310531 | val_loss: 0.0312122 | Time: 2232.73 ms [2021-11-28 15:42:08 main:574] : INFO : Epoch 1716 | loss: 0.0310508 | val_loss: 0.0312208 | Time: 2196.45 ms [2021-11-28 15:42:11 main:574] : INFO : Epoch 1717 | loss: 0.0310575 | val_loss: 0.0312114 | Time: 2245.71 ms [2021-11-28 15:42:13 main:574] : INFO : Epoch 1718 | loss: 0.0310764 | val_loss: 0.0312033 | Time: 2246.22 ms [2021-11-28 15:42:15 main:574] : INFO : Epoch 1719 | loss: 0.0310833 | val_loss: 0.0312098 | Time: 2228.57 ms [2021-11-28 15:42:17 main:574] : INFO : Epoch 1720 | loss: 0.031071 | val_loss: 0.0312028 | Time: 2216.24 ms [2021-11-28 15:42:19 main:574] : INFO : Epoch 1721 | loss: 0.0310653 | val_loss: 0.0312154 | Time: 2217.99 ms [2021-11-28 15:42:22 main:574] : INFO : Epoch 1722 | loss: 0.0310764 | val_loss: 0.0311995 | Time: 2229.17 ms [2021-11-28 15:42:24 main:574] : INFO : Epoch 1723 | loss: 0.03107 | val_loss: 0.0312152 | Time: 2224.24 ms [2021-11-28 15:42:26 main:574] : INFO : Epoch 1724 | loss: 0.0310658 | val_loss: 0.0312269 | Time: 2222.93 ms [2021-11-28 15:42:28 main:574] : INFO : Epoch 1725 | loss: 0.0310735 | val_loss: 0.0312062 | Time: 2228.31 ms [2021-11-28 15:42:31 main:574] : INFO : Epoch 1726 | loss: 0.0310721 | val_loss: 0.0312157 | Time: 2230.18 ms [2021-11-28 15:42:33 main:574] : INFO : Epoch 1727 | loss: 0.0310746 | val_loss: 0.031207 | Time: 2221.97 ms [2021-11-28 15:42:35 main:574] : INFO : Epoch 1728 | loss: 0.0310762 | val_loss: 0.0312033 | Time: 2251.83 ms [2021-11-28 15:42:37 main:574] : INFO : Epoch 1729 | loss: 0.0310712 | val_loss: 0.0312098 | Time: 2212.58 ms [2021-11-28 15:42:40 main:574] : INFO : Epoch 1730 | loss: 0.0310695 | val_loss: 0.0312161 | Time: 2213.1 ms [2021-11-28 15:42:42 main:574] : INFO : Epoch 1731 | loss: 0.031065 | val_loss: 0.0312028 | Time: 2217.23 ms [2021-11-28 15:42:44 main:574] : INFO : Epoch 1732 | loss: 0.0310634 | val_loss: 0.0312062 | Time: 2230.65 ms [2021-11-28 15:42:46 main:574] : INFO : Epoch 1733 | loss: 0.0310606 | val_loss: 0.0312244 | Time: 2246.97 ms [2021-11-28 15:42:48 main:574] : INFO : Epoch 1734 | loss: 0.0310541 | val_loss: 0.0312137 | Time: 2202.89 ms [2021-11-28 15:42:51 main:574] : INFO : Epoch 1735 | loss: 0.0310607 | val_loss: 0.0312147 | Time: 2235.71 ms [2021-11-28 15:42:53 main:574] : INFO : Epoch 1736 | loss: 0.0310545 | val_loss: 0.0312107 | Time: 2260.42 ms [2021-11-28 15:42:55 main:574] : INFO : Epoch 1737 | loss: 0.0310561 | val_loss: 0.0312237 | Time: 2226.94 ms [2021-11-28 15:42:57 main:574] : INFO : Epoch 1738 | loss: 0.031053 | val_loss: 0.0312084 | Time: 2205.76 ms [2021-11-28 15:43:00 main:574] : INFO : Epoch 1739 | loss: 0.0310551 | val_loss: 0.0312198 | Time: 2219.32 ms [2021-11-28 15:43:02 main:574] : INFO : Epoch 1740 | loss: 0.0310585 | val_loss: 0.0312173 | Time: 2234.26 ms [2021-11-28 15:43:04 main:574] : INFO : Epoch 1741 | loss: 0.0310598 | val_loss: 0.0312173 | Time: 2259.59 ms [2021-11-28 15:43:06 main:574] : INFO : Epoch 1742 | loss: 0.0310647 | val_loss: 0.0312082 | Time: 2230.07 ms [2021-11-28 15:43:09 main:574] : INFO : Epoch 1743 | loss: 0.0310649 | val_loss: 0.0312144 | Time: 2223.02 ms [2021-11-28 15:43:11 main:574] : INFO : Epoch 1744 | loss: 0.0310646 | val_loss: 0.0312162 | Time: 2246.29 ms [2021-11-28 15:43:13 main:574] : INFO : Epoch 1745 | loss: 0.0310606 | val_loss: 0.0312141 | Time: 2222.42 ms [2021-11-28 15:43:15 main:574] : INFO : Epoch 1746 | loss: 0.0310636 | val_loss: 0.0312114 | Time: 2245.82 ms [2021-11-28 15:43:18 main:574] : INFO : Epoch 1747 | loss: 0.031061 | val_loss: 0.0312204 | Time: 2232.11 ms [2021-11-28 15:43:20 main:574] : INFO : Epoch 1748 | loss: 0.0310546 | val_loss: 0.0312185 | Time: 2212.27 ms [2021-11-28 15:43:22 main:574] : INFO : Epoch 1749 | loss: 0.0310634 | val_loss: 0.0312098 | Time: 2235.14 ms [2021-11-28 15:43:24 main:574] : INFO : Epoch 1750 | loss: 0.0310756 | val_loss: 0.031222 | Time: 2185.11 ms [2021-11-28 15:43:26 main:574] : INFO : Epoch 1751 | loss: 0.0310674 | val_loss: 0.0312138 | Time: 2232.45 ms [2021-11-28 15:43:29 main:574] : INFO : Epoch 1752 | loss: 0.0310611 | val_loss: 0.0312072 | Time: 2344.19 ms [2021-11-28 15:43:31 main:574] : INFO : Epoch 1753 | loss: 0.0310658 | val_loss: 0.0312023 | Time: 2230.56 ms [2021-11-28 15:43:33 main:574] : INFO : Epoch 1754 | loss: 0.0310734 | val_loss: 0.0312062 | Time: 2206.73 ms [2021-11-28 15:43:35 main:574] : INFO : Epoch 1755 | loss: 0.0310707 | val_loss: 0.0312035 | Time: 2217.3 ms [2021-11-28 15:43:38 main:574] : INFO : Epoch 1756 | loss: 0.0310646 | val_loss: 0.0312108 | Time: 2254.97 ms [2021-11-28 15:43:40 main:574] : INFO : Epoch 1757 | loss: 0.0310615 | val_loss: 0.0312129 | Time: 2243.25 ms [2021-11-28 15:43:42 main:574] : INFO : Epoch 1758 | loss: 0.0310583 | val_loss: 0.0312236 | Time: 2236.54 ms [2021-11-28 15:43:44 main:574] : INFO : Epoch 1759 | loss: 0.0310596 | val_loss: 0.0312149 | Time: 2246.26 ms [2021-11-28 15:43:47 main:574] : INFO : Epoch 1760 | loss: 0.031055 | val_loss: 0.0312113 | Time: 2220.44 ms [2021-11-28 15:43:49 main:574] : INFO : Epoch 1761 | loss: 0.0310538 | val_loss: 0.0312084 | Time: 2213.55 ms [2021-11-28 15:43:51 main:574] : INFO : Epoch 1762 | loss: 0.0310555 | val_loss: 0.0312222 | Time: 2243.03 ms [2021-11-28 15:43:53 main:574] : INFO : Epoch 1763 | loss: 0.0310541 | val_loss: 0.0312218 | Time: 2248.89 ms [2021-11-28 15:43:56 main:574] : INFO : Epoch 1764 | loss: 0.0310499 | val_loss: 0.0312195 | Time: 2201.49 ms [2021-11-28 15:43:58 main:574] : INFO : Epoch 1765 | loss: 0.0310545 | val_loss: 0.0312111 | Time: 2224.01 ms [2021-11-28 15:44:00 main:574] : INFO : Epoch 1766 | loss: 0.0310553 | val_loss: 0.0312099 | Time: 2224.67 ms [2021-11-28 15:44:02 main:574] : INFO : Epoch 1767 | loss: 0.0310553 | val_loss: 0.0312106 | Time: 2221.04 ms [2021-11-28 15:44:05 main:574] : INFO : Epoch 1768 | loss: 0.0310582 | val_loss: 0.0312143 | Time: 2239.53 ms [2021-11-28 15:44:07 main:574] : INFO : Epoch 1769 | loss: 0.0310547 | val_loss: 0.0312227 | Time: 2187.01 ms [2021-11-28 15:44:09 main:574] : INFO : Epoch 1770 | loss: 0.0310549 | val_loss: 0.0312175 | Time: 2208.73 ms [2021-11-28 15:44:11 main:574] : INFO : Epoch 1771 | loss: 0.0310553 | val_loss: 0.0312096 | Time: 2227.68 ms [2021-11-28 15:44:13 main:574] : INFO : Epoch 1772 | loss: 0.0310564 | val_loss: 0.0312161 | Time: 2240 ms [2021-11-28 15:44:16 main:574] : INFO : Epoch 1773 | loss: 0.0310545 | val_loss: 0.0312241 | Time: 2216.09 ms [2021-11-28 15:44:18 main:574] : INFO : Epoch 1774 | loss: 0.0310505 | val_loss: 0.0312277 | Time: 2221.49 ms [2021-11-28 15:44:20 main:574] : INFO : Epoch 1775 | loss: 0.031052 | val_loss: 0.0312312 | Time: 2264.77 ms [2021-11-28 15:44:22 main:574] : INFO : Epoch 1776 | loss: 0.0310508 | val_loss: 0.03121 | Time: 2233.02 ms [2021-11-28 15:44:25 main:574] : INFO : Epoch 1777 | loss: 0.0310554 | val_loss: 0.0312116 | Time: 2221.46 ms [2021-11-28 15:44:27 main:574] : INFO : Epoch 1778 | loss: 0.0310513 | val_loss: 0.0312211 | Time: 2243.68 ms [2021-11-28 15:44:29 main:574] : INFO : Epoch 1779 | loss: 0.031053 | val_loss: 0.0312196 | Time: 2245.74 ms [2021-11-28 15:44:31 main:574] : INFO : Epoch 1780 | loss: 0.0310549 | val_loss: 0.0312229 | Time: 2234.19 ms [2021-11-28 15:44:34 main:574] : INFO : Epoch 1781 | loss: 0.0310671 | val_loss: 0.0312074 | Time: 2242.23 ms [2021-11-28 15:44:36 main:574] : INFO : Epoch 1782 | loss: 0.0310667 | val_loss: 0.0312135 | Time: 2240.78 ms [2021-11-28 15:44:38 main:574] : INFO : Epoch 1783 | loss: 0.0310579 | val_loss: 0.0312135 | Time: 2258.26 ms [2021-11-28 15:44:40 main:574] : INFO : Epoch 1784 | loss: 0.0310525 | val_loss: 0.0312221 | Time: 2246.89 ms [2021-11-28 15:44:43 main:574] : INFO : Epoch 1785 | loss: 0.0310647 | val_loss: 0.0312039 | Time: 2245.17 ms [2021-11-28 15:44:45 main:574] : INFO : Epoch 1786 | loss: 0.0310755 | val_loss: 0.0312028 | Time: 2234.13 ms [2021-11-28 15:44:47 main:574] : INFO : Epoch 1787 | loss: 0.0310666 | val_loss: 0.0312074 | Time: 2237.33 ms [2021-11-28 15:44:49 main:574] : INFO : Epoch 1788 | loss: 0.03106 | val_loss: 0.0312255 | Time: 2216.76 ms [2021-11-28 15:44:51 main:574] : INFO : Epoch 1789 | loss: 0.0310586 | val_loss: 0.0312135 | Time: 2239.55 ms [2021-11-28 15:44:54 main:574] : INFO : Epoch 1790 | loss: 0.0310595 | val_loss: 0.0312127 | Time: 2232.36 ms [2021-11-28 15:44:56 main:574] : INFO : Epoch 1791 | loss: 0.0310581 | val_loss: 0.0312184 | Time: 2230.31 ms [2021-11-28 15:44:58 main:574] : INFO : Epoch 1792 | loss: 0.0310557 | val_loss: 0.0312128 | Time: 2247.78 ms [2021-11-28 15:45:00 main:574] : INFO : Epoch 1793 | loss: 0.031054 | val_loss: 0.0312217 | Time: 2219.95 ms [2021-11-28 15:45:03 main:574] : INFO : Epoch 1794 | loss: 0.0310555 | val_loss: 0.0312079 | Time: 2239.03 ms [2021-11-28 15:45:05 main:574] : INFO : Epoch 1795 | loss: 0.0310514 | val_loss: 0.0312099 | Time: 2209.23 ms [2021-11-28 15:45:07 main:574] : INFO : Epoch 1796 | loss: 0.0310545 | val_loss: 0.0312267 | Time: 2233.77 ms [2021-11-28 15:45:09 main:574] : INFO : Epoch 1797 | loss: 0.0310566 | val_loss: 0.0312141 | Time: 2237.89 ms [2021-11-28 15:45:12 main:574] : INFO : Epoch 1798 | loss: 0.0310599 | val_loss: 0.0312169 | Time: 2222.99 ms [2021-11-28 15:45:14 main:574] : INFO : Epoch 1799 | loss: 0.0310541 | val_loss: 0.0312162 | Time: 2216.12 ms [2021-11-28 15:45:16 main:574] : INFO : Epoch 1800 | loss: 0.0310508 | val_loss: 0.0312222 | Time: 2232.45 ms [2021-11-28 15:45:18 main:574] : INFO : Epoch 1801 | loss: 0.0310537 | val_loss: 0.0312334 | Time: 2236.08 ms [2021-11-28 15:45:21 main:574] : INFO : Epoch 1802 | loss: 0.0310656 | val_loss: 0.0312173 | Time: 2221.53 ms [2021-11-28 15:45:23 main:574] : INFO : Epoch 1803 | loss: 0.0310616 | val_loss: 0.0312115 | Time: 2227.74 ms [2021-11-28 15:45:25 main:574] : INFO : Epoch 1804 | loss: 0.0310549 | val_loss: 0.0312218 | Time: 2227.37 ms [2021-11-28 15:45:27 main:574] : INFO : Epoch 1805 | loss: 0.0310592 | val_loss: 0.0312104 | Time: 2201.44 ms [2021-11-28 15:45:29 main:574] : INFO : Epoch 1806 | loss: 0.0310565 | val_loss: 0.0312174 | Time: 2230 ms [2021-11-28 15:45:32 main:574] : INFO : Epoch 1807 | loss: 0.0310521 | val_loss: 0.0312284 | Time: 2215.01 ms [2021-11-28 15:45:34 main:574] : INFO : Epoch 1808 | loss: 0.0310578 | val_loss: 0.0312205 | Time: 2237.36 ms [2021-11-28 15:45:36 main:574] : INFO : Epoch 1809 | loss: 0.0310594 | val_loss: 0.0312103 | Time: 2231.89 ms [2021-11-28 15:45:38 main:574] : INFO : Epoch 1810 | loss: 0.0310561 | val_loss: 0.0312089 | Time: 2210.43 ms [2021-11-28 15:45:41 main:574] : INFO : Epoch 1811 | loss: 0.0310516 | val_loss: 0.0312207 | Time: 2257.74 ms [2021-11-28 15:45:43 main:574] : INFO : Epoch 1812 | loss: 0.0310527 | val_loss: 0.031213 | Time: 2220.04 ms [2021-11-28 15:45:45 main:574] : INFO : Epoch 1813 | loss: 0.0310541 | val_loss: 0.0312065 | Time: 2209.31 ms [2021-11-28 15:45:47 main:574] : INFO : Epoch 1814 | loss: 0.0310528 | val_loss: 0.0312355 | Time: 2231.63 ms [2021-11-28 15:45:49 main:574] : INFO : Epoch 1815 | loss: 0.0310505 | val_loss: 0.0312259 | Time: 2235.41 ms [2021-11-28 15:45:52 main:574] : INFO : Epoch 1816 | loss: 0.0310501 | val_loss: 0.0312265 | Time: 2244.14 ms [2021-11-28 15:45:54 main:574] : INFO : Epoch 1817 | loss: 0.0310552 | val_loss: 0.0312164 | Time: 2235.58 ms [2021-11-28 15:45:56 main:574] : INFO : Epoch 1818 | loss: 0.0310645 | val_loss: 0.0312023 | Time: 2223.75 ms [2021-11-28 15:45:58 main:574] : INFO : Epoch 1819 | loss: 0.0310798 | val_loss: 0.0312004 | Time: 2213.8 ms [2021-11-28 15:46:01 main:574] : INFO : Epoch 1820 | loss: 0.0310721 | val_loss: 0.0312067 | Time: 2226.54 ms [2021-11-28 15:46:03 main:574] : INFO : Epoch 1821 | loss: 0.0310625 | val_loss: 0.0312038 | Time: 2226.63 ms [2021-11-28 15:46:05 main:574] : INFO : Epoch 1822 | loss: 0.0310712 | val_loss: 0.0312024 | Time: 2228.82 ms [2021-11-28 15:46:07 main:574] : INFO : Epoch 1823 | loss: 0.0310854 | val_loss: 0.031196 | Time: 2242.34 ms [2021-11-28 15:46:10 main:574] : INFO : Epoch 1824 | loss: 0.0310789 | val_loss: 0.0312045 | Time: 2215.54 ms [2021-11-28 15:46:12 main:574] : INFO : Epoch 1825 | loss: 0.0310717 | val_loss: 0.0312084 | Time: 2223.37 ms [2021-11-28 15:46:14 main:574] : INFO : Epoch 1826 | loss: 0.031065 | val_loss: 0.0312109 | Time: 2235.13 ms [2021-11-28 15:46:16 main:574] : INFO : Epoch 1827 | loss: 0.031075 | val_loss: 0.0312164 | Time: 2214.42 ms [2021-11-28 15:46:18 main:574] : INFO : Epoch 1828 | loss: 0.0310709 | val_loss: 0.0312082 | Time: 2223.54 ms [2021-11-28 15:46:21 main:574] : INFO : Epoch 1829 | loss: 0.0310626 | val_loss: 0.0312125 | Time: 2223.45 ms [2021-11-28 15:46:23 main:574] : INFO : Epoch 1830 | loss: 0.0310609 | val_loss: 0.0312031 | Time: 2256.48 ms [2021-11-28 15:46:25 main:574] : INFO : Epoch 1831 | loss: 0.0310533 | val_loss: 0.0312117 | Time: 2255.79 ms [2021-11-28 15:46:27 main:574] : INFO : Epoch 1832 | loss: 0.0310509 | val_loss: 0.031222 | Time: 2232.53 ms [2021-11-28 15:46:30 main:574] : INFO : Epoch 1833 | loss: 0.0310561 | val_loss: 0.0312116 | Time: 2202.21 ms [2021-11-28 15:46:32 main:574] : INFO : Epoch 1834 | loss: 0.0310655 | val_loss: 0.0312445 | Time: 2240.8 ms [2021-11-28 15:46:34 main:574] : INFO : Epoch 1835 | loss: 0.0310616 | val_loss: 0.0312192 | Time: 2220.88 ms [2021-11-28 15:46:36 main:574] : INFO : Epoch 1836 | loss: 0.0313435 | val_loss: 0.0316313 | Time: 2211.29 ms [2021-11-28 15:46:39 main:574] : INFO : Epoch 1837 | loss: 0.0368206 | val_loss: 0.0339812 | Time: 2229.53 ms [2021-11-28 15:46:41 main:574] : INFO : Epoch 1838 | loss: 0.0332294 | val_loss: 0.0316377 | Time: 2223.07 ms [2021-11-28 15:46:43 main:574] : INFO : Epoch 1839 | loss: 0.0315285 | val_loss: 0.031437 | Time: 2227.46 ms [2021-11-28 15:46:45 main:574] : INFO : Epoch 1840 | loss: 0.0312976 | val_loss: 0.0312554 | Time: 2215.47 ms [2021-11-28 15:46:47 main:574] : INFO : Epoch 1841 | loss: 0.031243 | val_loss: 0.0312291 | Time: 2244.94 ms [2021-11-28 15:46:50 main:574] : INFO : Epoch 1842 | loss: 0.0312215 | val_loss: 0.0312081 | Time: 2224.19 ms [2021-11-28 15:46:52 main:574] : INFO : Epoch 1843 | loss: 0.0312028 | val_loss: 0.0311925 | Time: 2224.39 ms [2021-11-28 15:46:54 main:574] : INFO : Epoch 1844 | loss: 0.0311878 | val_loss: 0.0311818 | Time: 2244.38 ms [2021-11-28 15:46:56 main:574] : INFO : Epoch 1845 | loss: 0.0311751 | val_loss: 0.0311784 | Time: 2227.12 ms [2021-11-28 15:46:59 main:574] : INFO : Epoch 1846 | loss: 0.0311632 | val_loss: 0.0311748 | Time: 2260.69 ms [2021-11-28 15:47:01 main:574] : INFO : Epoch 1847 | loss: 0.0311532 | val_loss: 0.0311726 | Time: 2239.7 ms [2021-11-28 15:47:03 main:574] : INFO : Epoch 1848 | loss: 0.0311452 | val_loss: 0.0311727 | Time: 2204.48 ms [2021-11-28 15:47:05 main:574] : INFO : Epoch 1849 | loss: 0.0311366 | val_loss: 0.0311744 | Time: 2235.11 ms [2021-11-28 15:47:08 main:574] : INFO : Epoch 1850 | loss: 0.0311314 | val_loss: 0.0311784 | Time: 2203.87 ms [2021-11-28 15:47:10 main:574] : INFO : Epoch 1851 | loss: 0.0311311 | val_loss: 0.0311833 | Time: 2208.98 ms [2021-11-28 15:47:12 main:574] : INFO : Epoch 1852 | loss: 0.0311293 | val_loss: 0.0311745 | Time: 2264.01 ms [2021-11-28 15:47:14 main:574] : INFO : Epoch 1853 | loss: 0.0311234 | val_loss: 0.031175 | Time: 2230.27 ms [2021-11-28 15:47:17 main:574] : INFO : Epoch 1854 | loss: 0.0311195 | val_loss: 0.0311823 | Time: 2257.88 ms [2021-11-28 15:47:19 main:574] : INFO : Epoch 1855 | loss: 0.0311247 | val_loss: 0.0311775 | Time: 2224.83 ms [2021-11-28 15:47:21 main:574] : INFO : Epoch 1856 | loss: 0.0311189 | val_loss: 0.0311766 | Time: 2236.31 ms [2021-11-28 15:47:23 main:574] : INFO : Epoch 1857 | loss: 0.0311138 | val_loss: 0.0311719 | Time: 2224.12 ms [2021-11-28 15:47:26 main:574] : INFO : Epoch 1858 | loss: 0.0311092 | val_loss: 0.0311782 | Time: 2243.91 ms [2021-11-28 15:47:28 main:574] : INFO : Epoch 1859 | loss: 0.031106 | val_loss: 0.0311763 | Time: 2213.55 ms [2021-11-28 15:47:30 main:574] : INFO : Epoch 1860 | loss: 0.0311053 | val_loss: 0.0311784 | Time: 2234.9 ms [2021-11-28 15:47:32 main:574] : INFO : Epoch 1861 | loss: 0.0311035 | val_loss: 0.0311831 | Time: 2203.31 ms [2021-11-28 15:47:34 main:574] : INFO : Epoch 1862 | loss: 0.0311008 | val_loss: 0.0311861 | Time: 2216.84 ms [2021-11-28 15:47:37 main:574] : INFO : Epoch 1863 | loss: 0.0311018 | val_loss: 0.0311825 | Time: 2272.3 ms [2021-11-28 15:47:39 main:574] : INFO : Epoch 1864 | loss: 0.0311001 | val_loss: 0.0311789 | Time: 2246.51 ms [2021-11-28 15:47:41 main:574] : INFO : Epoch 1865 | loss: 0.0310992 | val_loss: 0.0311889 | Time: 2229.04 ms [2021-11-28 15:47:43 main:574] : INFO : Epoch 1866 | loss: 0.0310981 | val_loss: 0.0311812 | Time: 2221.53 ms [2021-11-28 15:47:46 main:574] : INFO : Epoch 1867 | loss: 0.0310999 | val_loss: 0.031188 | Time: 2232.09 ms [2021-11-28 15:47:48 main:574] : INFO : Epoch 1868 | loss: 0.0311016 | val_loss: 0.0311857 | Time: 2219.15 ms [2021-11-28 15:47:50 main:574] : INFO : Epoch 1869 | loss: 0.0311026 | val_loss: 0.0311954 | Time: 2231.44 ms [2021-11-28 15:47:52 main:574] : INFO : Epoch 1870 | loss: 0.0310991 | val_loss: 0.031196 | Time: 2243.62 ms [2021-11-28 15:47:55 main:574] : INFO : Epoch 1871 | loss: 0.0310943 | val_loss: 0.0311888 | Time: 2218 ms [2021-11-28 15:47:57 main:574] : INFO : Epoch 1872 | loss: 0.031092 | val_loss: 0.0311942 | Time: 2239.58 ms [2021-11-28 15:47:59 main:574] : INFO : Epoch 1873 | loss: 0.0310947 | val_loss: 0.0311922 | Time: 2220.77 ms [2021-11-28 15:48:01 main:574] : INFO : Epoch 1874 | loss: 0.0310935 | val_loss: 0.0311902 | Time: 2215.84 ms [2021-11-28 15:48:03 main:574] : INFO : Epoch 1875 | loss: 0.0310945 | val_loss: 0.0311897 | Time: 2219.8 ms [2021-11-28 15:48:06 main:574] : INFO : Epoch 1876 | loss: 0.0310905 | val_loss: 0.031191 | Time: 2242.43 ms [2021-11-28 15:48:08 main:574] : INFO : Epoch 1877 | loss: 0.0310879 | val_loss: 0.031186 | Time: 2228.53 ms [2021-11-28 15:48:10 main:574] : INFO : Epoch 1878 | loss: 0.0310883 | val_loss: 0.0311839 | Time: 2228.08 ms [2021-11-28 15:48:12 main:574] : INFO : Epoch 1879 | loss: 0.0310917 | val_loss: 0.0311865 | Time: 2230.55 ms [2021-11-28 15:48:15 main:574] : INFO : Epoch 1880 | loss: 0.031086 | val_loss: 0.0311867 | Time: 2221.76 ms [2021-11-28 15:48:17 main:574] : INFO : Epoch 1881 | loss: 0.0310866 | val_loss: 0.0311824 | Time: 2239.67 ms [2021-11-28 15:48:19 main:574] : INFO : Epoch 1882 | loss: 0.0310861 | val_loss: 0.0311859 | Time: 2208.04 ms [2021-11-28 15:48:21 main:574] : INFO : Epoch 1883 | loss: 0.0310851 | val_loss: 0.0311829 | Time: 2226.25 ms [2021-11-28 15:48:24 main:574] : INFO : Epoch 1884 | loss: 0.0310934 | val_loss: 0.0311786 | Time: 2237.09 ms [2021-11-28 15:48:26 main:574] : INFO : Epoch 1885 | loss: 0.031089 | val_loss: 0.0311793 | Time: 2222.24 ms [2021-11-28 15:48:28 main:574] : INFO : Epoch 1886 | loss: 0.0310838 | val_loss: 0.031193 | Time: 2204.47 ms [2021-11-28 15:48:30 main:574] : INFO : Epoch 1887 | loss: 0.0310853 | val_loss: 0.0312033 | Time: 2213.63 ms [2021-11-28 15:48:32 main:574] : INFO : Epoch 1888 | loss: 0.0310859 | val_loss: 0.0311914 | Time: 2228.99 ms [2021-11-28 15:48:35 main:574] : INFO : Epoch 1889 | loss: 0.0310891 | val_loss: 0.0311926 | Time: 2247 ms [2021-11-28 15:48:37 main:574] : INFO : Epoch 1890 | loss: 0.0310877 | val_loss: 0.0311889 | Time: 2227.35 ms [2021-11-28 15:48:39 main:574] : INFO : Epoch 1891 | loss: 0.0310846 | val_loss: 0.0311878 | Time: 2238.38 ms [2021-11-28 15:48:41 main:574] : INFO : Epoch 1892 | loss: 0.0310853 | val_loss: 0.0312011 | Time: 2227.58 ms [2021-11-28 15:48:44 main:574] : INFO : Epoch 1893 | loss: 0.0310828 | val_loss: 0.0311965 | Time: 2221.98 ms [2021-11-28 15:48:46 main:574] : INFO : Epoch 1894 | loss: 0.0310828 | val_loss: 0.0311858 | Time: 2219.84 ms [2021-11-28 15:48:48 main:574] : INFO : Epoch 1895 | loss: 0.0310796 | val_loss: 0.0311898 | Time: 2246.1 ms [2021-11-28 15:48:50 main:574] : INFO : Epoch 1896 | loss: 0.0310804 | val_loss: 0.0311962 | Time: 2245.71 ms [2021-11-28 15:48:53 main:574] : INFO : Epoch 1897 | loss: 0.0310786 | val_loss: 0.0311869 | Time: 2243.9 ms [2021-11-28 15:48:55 main:574] : INFO : Epoch 1898 | loss: 0.0310775 | val_loss: 0.0311936 | Time: 2225.23 ms [2021-11-28 15:48:57 main:574] : INFO : Epoch 1899 | loss: 0.0310808 | val_loss: 0.0311944 | Time: 2266.15 ms [2021-11-28 15:48:59 main:574] : INFO : Epoch 1900 | loss: 0.0310843 | val_loss: 0.0311916 | Time: 2222.55 ms [2021-11-28 15:49:02 main:574] : INFO : Epoch 1901 | loss: 0.0310825 | val_loss: 0.0311989 | Time: 2258.29 ms [2021-11-28 15:49:04 main:574] : INFO : Epoch 1902 | loss: 0.0310776 | val_loss: 0.0311893 | Time: 2214.99 ms [2021-11-28 15:49:06 main:574] : INFO : Epoch 1903 | loss: 0.031077 | val_loss: 0.0311994 | Time: 2247.18 ms [2021-11-28 15:49:08 main:574] : INFO : Epoch 1904 | loss: 0.0310846 | val_loss: 0.0311934 | Time: 2224.71 ms [2021-11-28 15:49:10 main:574] : INFO : Epoch 1905 | loss: 0.0310956 | val_loss: 0.0312099 | Time: 2260.89 ms [2021-11-28 15:49:13 main:574] : INFO : Epoch 1906 | loss: 0.0311227 | val_loss: 0.0311819 | Time: 2215.07 ms [2021-11-28 15:49:15 main:574] : INFO : Epoch 1907 | loss: 0.0311134 | val_loss: 0.0311796 | Time: 2212.24 ms [2021-11-28 15:49:17 main:574] : INFO : Epoch 1908 | loss: 0.0311041 | val_loss: 0.0311822 | Time: 2254.2 ms [2021-11-28 15:49:19 main:574] : INFO : Epoch 1909 | loss: 0.0311038 | val_loss: 0.0311756 | Time: 2227.41 ms [2021-11-28 15:49:22 main:574] : INFO : Epoch 1910 | loss: 0.0311002 | val_loss: 0.0311946 | Time: 2227.1 ms [2021-11-28 15:49:24 main:574] : INFO : Epoch 1911 | loss: 0.0310988 | val_loss: 0.0312019 | Time: 2260.38 ms [2021-11-28 15:49:26 main:574] : INFO : Epoch 1912 | loss: 0.0310932 | val_loss: 0.0311911 | Time: 2208.44 ms [2021-11-28 15:49:28 main:574] : INFO : Epoch 1913 | loss: 0.031088 | val_loss: 0.0311922 | Time: 2234 ms [2021-11-28 15:49:31 main:574] : INFO : Epoch 1914 | loss: 0.0310896 | val_loss: 0.0311896 | Time: 2222.36 ms [2021-11-28 15:49:33 main:574] : INFO : Epoch 1915 | loss: 0.031093 | val_loss: 0.0311892 | Time: 2261.34 ms [2021-11-28 15:49:35 main:574] : INFO : Epoch 1916 | loss: 0.0310885 | val_loss: 0.0311992 | Time: 2219.98 ms [2021-11-28 15:49:37 main:574] : INFO : Epoch 1917 | loss: 0.0310873 | val_loss: 0.0311947 | Time: 2207.34 ms [2021-11-28 15:49:40 main:574] : INFO : Epoch 1918 | loss: 0.0310883 | val_loss: 0.0311883 | Time: 2218.72 ms [2021-11-28 15:49:42 main:574] : INFO : Epoch 1919 | loss: 0.0310914 | val_loss: 0.0311944 | Time: 2238.52 ms [2021-11-28 15:49:44 main:574] : INFO : Epoch 1920 | loss: 0.0310871 | val_loss: 0.0311899 | Time: 2240.28 ms [2021-11-28 15:49:46 main:574] : INFO : Epoch 1921 | loss: 0.0310877 | val_loss: 0.0311967 | Time: 2258.51 ms [2021-11-28 15:49:48 main:574] : INFO : Epoch 1922 | loss: 0.031084 | val_loss: 0.0311942 | Time: 2222.59 ms [2021-11-28 15:49:51 main:574] : INFO : Epoch 1923 | loss: 0.0310839 | val_loss: 0.0311992 | Time: 2211.33 ms [2021-11-28 15:49:53 main:574] : INFO : Epoch 1924 | loss: 0.0310803 | val_loss: 0.0312178 | Time: 2233.79 ms [2021-11-28 15:49:55 main:574] : INFO : Epoch 1925 | loss: 0.0310853 | val_loss: 0.0311961 | Time: 2213.96 ms [2021-11-28 15:49:57 main:574] : INFO : Epoch 1926 | loss: 0.031079 | val_loss: 0.0312017 | Time: 2233.19 ms [2021-11-28 15:50:00 main:574] : INFO : Epoch 1927 | loss: 0.0310788 | val_loss: 0.0311902 | Time: 2247.28 ms [2021-11-28 15:50:02 main:574] : INFO : Epoch 1928 | loss: 0.0310759 | val_loss: 0.0312008 | Time: 2243.41 ms [2021-11-28 15:50:04 main:574] : INFO : Epoch 1929 | loss: 0.0310781 | val_loss: 0.0311912 | Time: 2268.16 ms [2021-11-28 15:50:06 main:574] : INFO : Epoch 1930 | loss: 0.0310758 | val_loss: 0.0311964 | Time: 2241.75 ms [2021-11-28 15:50:09 main:574] : INFO : Epoch 1931 | loss: 0.0310739 | val_loss: 0.0312087 | Time: 2221.68 ms [2021-11-28 15:50:11 main:574] : INFO : Epoch 1932 | loss: 0.0310774 | val_loss: 0.031216 | Time: 2236.17 ms [2021-11-28 15:50:13 main:574] : INFO : Epoch 1933 | loss: 0.0310761 | val_loss: 0.0311942 | Time: 2229.39 ms [2021-11-28 15:50:15 main:574] : INFO : Epoch 1934 | loss: 0.0310814 | val_loss: 0.0312004 | Time: 2223.76 ms [2021-11-28 15:50:18 main:574] : INFO : Epoch 1935 | loss: 0.0310787 | val_loss: 0.0311855 | Time: 2239.12 ms [2021-11-28 15:50:20 main:574] : INFO : Epoch 1936 | loss: 0.0310766 | val_loss: 0.0311982 | Time: 2236.05 ms [2021-11-28 15:50:22 main:574] : INFO : Epoch 1937 | loss: 0.0310771 | val_loss: 0.0312049 | Time: 2215.16 ms [2021-11-28 15:50:24 main:574] : INFO : Epoch 1938 | loss: 0.0310821 | val_loss: 0.0312025 | Time: 2242.24 ms [2021-11-28 15:50:26 main:574] : INFO : Epoch 1939 | loss: 0.0310822 | val_loss: 0.0312063 | Time: 2182.94 ms [2021-11-28 15:50:29 main:574] : INFO : Epoch 1940 | loss: 0.0310761 | val_loss: 0.0311986 | Time: 2213.79 ms [2021-11-28 15:50:31 main:574] : INFO : Epoch 1941 | loss: 0.031071 | val_loss: 0.0312099 | Time: 2235.87 ms [2021-11-28 15:50:33 main:574] : INFO : Epoch 1942 | loss: 0.0310719 | val_loss: 0.0311999 | Time: 2244.91 ms [2021-11-28 15:50:35 main:574] : INFO : Epoch 1943 | loss: 0.031075 | val_loss: 0.0311997 | Time: 2252.32 ms [2021-11-28 15:50:38 main:574] : INFO : Epoch 1944 | loss: 0.0310822 | val_loss: 0.0311981 | Time: 2236.47 ms [2021-11-28 15:50:40 main:574] : INFO : Epoch 1945 | loss: 0.0310813 | val_loss: 0.0311912 | Time: 2231.03 ms [2021-11-28 15:50:42 main:574] : INFO : Epoch 1946 | loss: 0.0310829 | val_loss: 0.0311989 | Time: 2177.79 ms [2021-11-28 15:50:44 main:574] : INFO : Epoch 1947 | loss: 0.0310864 | val_loss: 0.0311996 | Time: 2271.27 ms [2021-11-28 15:50:47 main:574] : INFO : Epoch 1948 | loss: 0.0310789 | val_loss: 0.0311881 | Time: 2263.77 ms [2021-11-28 15:50:49 main:574] : INFO : Epoch 1949 | loss: 0.0310802 | val_loss: 0.031199 | Time: 2252.07 ms [2021-11-28 15:50:51 main:574] : INFO : Epoch 1950 | loss: 0.0310822 | val_loss: 0.0311927 | Time: 2247.88 ms [2021-11-28 15:50:53 main:574] : INFO : Epoch 1951 | loss: 0.0310787 | val_loss: 0.0312051 | Time: 2225.81 ms [2021-11-28 15:50:56 main:574] : INFO : Epoch 1952 | loss: 0.0310886 | val_loss: 0.0311787 | Time: 2188.71 ms [2021-11-28 15:50:58 main:574] : INFO : Epoch 1953 | loss: 0.0311059 | val_loss: 0.0311866 | Time: 2199.64 ms [2021-11-28 15:51:00 main:574] : INFO : Epoch 1954 | loss: 0.0311008 | val_loss: 0.031195 | Time: 2249.63 ms [2021-11-28 15:51:02 main:574] : INFO : Epoch 1955 | loss: 0.0310916 | val_loss: 0.0311978 | Time: 2249.4 ms [2021-11-28 15:51:04 main:574] : INFO : Epoch 1956 | loss: 0.0310865 | val_loss: 0.0311908 | Time: 2241.87 ms [2021-11-28 15:51:07 main:574] : INFO : Epoch 1957 | loss: 0.0310894 | val_loss: 0.0311948 | Time: 2213.36 ms [2021-11-28 15:51:09 main:574] : INFO : Epoch 1958 | loss: 0.0310961 | val_loss: 0.0311894 | Time: 2246.45 ms [2021-11-28 15:51:11 main:574] : INFO : Epoch 1959 | loss: 0.0310903 | val_loss: 0.0311884 | Time: 2241.22 ms [2021-11-28 15:51:13 main:574] : INFO : Epoch 1960 | loss: 0.0310826 | val_loss: 0.0311903 | Time: 2234.85 ms [2021-11-28 15:51:16 main:574] : INFO : Epoch 1961 | loss: 0.0310843 | val_loss: 0.0311918 | Time: 2213.43 ms [2021-11-28 15:51:18 main:574] : INFO : Epoch 1962 | loss: 0.0310851 | val_loss: 0.0311935 | Time: 2230.85 ms [2021-11-28 15:51:20 main:574] : INFO : Epoch 1963 | loss: 0.0310818 | val_loss: 0.031196 | Time: 2223.15 ms [2021-11-28 15:51:22 main:574] : INFO : Epoch 1964 | loss: 0.0310773 | val_loss: 0.031206 | Time: 2249.14 ms [2021-11-28 15:51:25 main:574] : INFO : Epoch 1965 | loss: 0.0310759 | val_loss: 0.0311963 | Time: 2225.78 ms [2021-11-28 15:51:27 main:574] : INFO : Epoch 1966 | loss: 0.0310766 | val_loss: 0.0311943 | Time: 2218.66 ms [2021-11-28 15:51:29 main:574] : INFO : Epoch 1967 | loss: 0.0310772 | val_loss: 0.031206 | Time: 2214.97 ms [2021-11-28 15:51:31 main:574] : INFO : Epoch 1968 | loss: 0.0310728 | val_loss: 0.0312145 | Time: 2206.93 ms [2021-11-28 15:51:33 main:574] : INFO : Epoch 1969 | loss: 0.0310739 | val_loss: 0.0312215 | Time: 2258.12 ms [2021-11-28 15:51:36 main:574] : INFO : Epoch 1970 | loss: 0.0310748 | val_loss: 0.0312071 | Time: 2197.99 ms [2021-11-28 15:51:38 main:574] : INFO : Epoch 1971 | loss: 0.0310724 | val_loss: 0.0312108 | Time: 2229.22 ms [2021-11-28 15:51:40 main:574] : INFO : Epoch 1972 | loss: 0.0310706 | val_loss: 0.0312139 | Time: 2245.62 ms [2021-11-28 15:51:42 main:574] : INFO : Epoch 1973 | loss: 0.0310738 | val_loss: 0.0312249 | Time: 2256.21 ms [2021-11-28 15:51:45 main:574] : INFO : Epoch 1974 | loss: 0.0310943 | val_loss: 0.0312016 | Time: 2248.54 ms [2021-11-28 15:51:47 main:574] : INFO : Epoch 1975 | loss: 0.0310975 | val_loss: 0.031188 | Time: 2248.75 ms [2021-11-28 15:51:49 main:574] : INFO : Epoch 1976 | loss: 0.0310871 | val_loss: 0.0311907 | Time: 2206.23 ms [2021-11-28 15:51:51 main:574] : INFO : Epoch 1977 | loss: 0.0310816 | val_loss: 0.0311954 | Time: 2243.94 ms [2021-11-28 15:51:54 main:574] : INFO : Epoch 1978 | loss: 0.031078 | val_loss: 0.0312135 | Time: 2259.81 ms [2021-11-28 15:51:56 main:574] : INFO : Epoch 1979 | loss: 0.0310786 | val_loss: 0.0312076 | Time: 2243.97 ms [2021-11-28 15:51:58 main:574] : INFO : Epoch 1980 | loss: 0.031076 | val_loss: 0.0312098 | Time: 2236.05 ms [2021-11-28 15:52:00 main:574] : INFO : Epoch 1981 | loss: 0.0310748 | val_loss: 0.0312005 | Time: 2245.61 ms [2021-11-28 15:52:03 main:574] : INFO : Epoch 1982 | loss: 0.0310736 | val_loss: 0.0312079 | Time: 2243.8 ms [2021-11-28 15:52:05 main:574] : INFO : Epoch 1983 | loss: 0.031074 | val_loss: 0.0312143 | Time: 2217.04 ms [2021-11-28 15:52:07 main:574] : INFO : Epoch 1984 | loss: 0.0310741 | val_loss: 0.031199 | Time: 2233.43 ms [2021-11-28 15:52:09 main:574] : INFO : Epoch 1985 | loss: 0.0310833 | val_loss: 0.0311928 | Time: 2251.47 ms [2021-11-28 15:52:12 main:574] : INFO : Epoch 1986 | loss: 0.0310819 | val_loss: 0.0311995 | Time: 2242.18 ms [2021-11-28 15:52:14 main:574] : INFO : Epoch 1987 | loss: 0.0310756 | val_loss: 0.031204 | Time: 2206.24 ms [2021-11-28 15:52:16 main:574] : INFO : Epoch 1988 | loss: 0.0310781 | val_loss: 0.0312047 | Time: 2206.37 ms [2021-11-28 15:52:18 main:574] : INFO : Epoch 1989 | loss: 0.0310771 | val_loss: 0.0312126 | Time: 2263.2 ms [2021-11-28 15:52:21 main:574] : INFO : Epoch 1990 | loss: 0.0310828 | val_loss: 0.0312144 | Time: 2270.37 ms [2021-11-28 15:52:23 main:574] : INFO : Epoch 1991 | loss: 0.0310795 | val_loss: 0.0312049 | Time: 2235.38 ms [2021-11-28 15:52:25 main:574] : INFO : Epoch 1992 | loss: 0.0310746 | val_loss: 0.0312035 | Time: 2246.23 ms [2021-11-28 15:52:27 main:574] : INFO : Epoch 1993 | loss: 0.031077 | val_loss: 0.031199 | Time: 2243.15 ms [2021-11-28 15:52:30 main:574] : INFO : Epoch 1994 | loss: 0.0310724 | val_loss: 0.0312096 | Time: 2226.78 ms [2021-11-28 15:52:32 main:574] : INFO : Epoch 1995 | loss: 0.0310719 | val_loss: 0.0312079 | Time: 2234.14 ms [2021-11-28 15:52:34 main:574] : INFO : Epoch 1996 | loss: 0.0310746 | val_loss: 0.0312109 | Time: 2243.25 ms [2021-11-28 15:52:36 main:574] : INFO : Epoch 1997 | loss: 0.0310734 | val_loss: 0.0312028 | Time: 2212.82 ms [2021-11-28 15:52:38 main:574] : INFO : Epoch 1998 | loss: 0.0310758 | val_loss: 0.031199 | Time: 2254.71 ms [2021-11-28 15:52:41 main:574] : INFO : Epoch 1999 | loss: 0.0310808 | val_loss: 0.0312126 | Time: 2229.88 ms [2021-11-28 15:52:43 main:574] : INFO : Epoch 2000 | loss: 0.0310785 | val_loss: 0.0312108 | Time: 2235.13 ms [2021-11-28 15:52:45 main:574] : INFO : Epoch 2001 | loss: 0.0310759 | val_loss: 0.031219 | Time: 2241.08 ms [2021-11-28 15:52:47 main:574] : INFO : Epoch 2002 | loss: 0.0310745 | val_loss: 0.0311995 | Time: 2240.46 ms [2021-11-28 15:52:50 main:574] : INFO : Epoch 2003 | loss: 0.0310753 | val_loss: 0.0311971 | Time: 2231.34 ms [2021-11-28 15:52:52 main:574] : INFO : Epoch 2004 | loss: 0.031078 | val_loss: 0.0311976 | Time: 2224.47 ms [2021-11-28 15:52:54 main:574] : INFO : Epoch 2005 | loss: 0.0310789 | val_loss: 0.0312033 | Time: 2209.12 ms [2021-11-28 15:52:56 main:574] : INFO : Epoch 2006 | loss: 0.0310778 | val_loss: 0.0312012 | Time: 2224.62 ms [2021-11-28 15:52:59 main:574] : INFO : Epoch 2007 | loss: 0.0310752 | val_loss: 0.0312016 | Time: 2252.83 ms [2021-11-28 15:53:01 main:574] : INFO : Epoch 2008 | loss: 0.031072 | val_loss: 0.0312013 | Time: 2253.62 ms [2021-11-28 15:53:03 main:574] : INFO : Epoch 2009 | loss: 0.0310695 | val_loss: 0.0312024 | Time: 2240.31 ms [2021-11-28 15:53:05 main:574] : INFO : Epoch 2010 | loss: 0.0310718 | val_loss: 0.0312099 | Time: 2223.71 ms [2021-11-28 15:53:08 main:574] : INFO : Epoch 2011 | loss: 0.0310851 | val_loss: 0.0312045 | Time: 2263.11 ms [2021-11-28 15:53:10 main:574] : INFO : Epoch 2012 | loss: 0.0310791 | val_loss: 0.0312043 | Time: 2233.16 ms [2021-11-28 15:53:12 main:574] : INFO : Epoch 2013 | loss: 0.031081 | val_loss: 0.0312011 | Time: 2194.45 ms [2021-11-28 15:53:14 main:574] : INFO : Epoch 2014 | loss: 0.0310846 | val_loss: 0.0312 | Time: 2234.37 ms [2021-11-28 15:53:16 main:574] : INFO : Epoch 2015 | loss: 0.031088 | val_loss: 0.0311921 | Time: 2218.5 ms [2021-11-28 15:53:19 main:574] : INFO : Epoch 2016 | loss: 0.0310804 | val_loss: 0.0311921 | Time: 2223.71 ms [2021-11-28 15:53:21 main:574] : INFO : Epoch 2017 | loss: 0.0310819 | val_loss: 0.031192 | Time: 2226.62 ms [2021-11-28 15:53:23 main:574] : INFO : Epoch 2018 | loss: 0.0310775 | val_loss: 0.0312041 | Time: 2240.04 ms [2021-11-28 15:53:25 main:574] : INFO : Epoch 2019 | loss: 0.0310758 | val_loss: 0.0311995 | Time: 2259.68 ms [2021-11-28 15:53:28 main:574] : INFO : Epoch 2020 | loss: 0.0310767 | val_loss: 0.0312011 | Time: 2192.4 ms [2021-11-28 15:53:30 main:574] : INFO : Epoch 2021 | loss: 0.0310747 | val_loss: 0.0312037 | Time: 2225.7 ms [2021-11-28 15:53:32 main:574] : INFO : Epoch 2022 | loss: 0.031073 | val_loss: 0.0311971 | Time: 2249.2 ms [2021-11-28 15:53:34 main:574] : INFO : Epoch 2023 | loss: 0.0310726 | val_loss: 0.0312011 | Time: 2222.84 ms [2021-11-28 15:53:37 main:574] : INFO : Epoch 2024 | loss: 0.0310736 | val_loss: 0.0312005 | Time: 2244.63 ms [2021-11-28 15:53:39 main:574] : INFO : Epoch 2025 | loss: 0.0310745 | val_loss: 0.0311951 | Time: 2236.55 ms [2021-11-28 15:53:41 main:574] : INFO : Epoch 2026 | loss: 0.0310745 | val_loss: 0.0311994 | Time: 2232.39 ms [2021-11-28 15:53:43 main:574] : INFO : Epoch 2027 | loss: 0.0310749 | val_loss: 0.0312129 | Time: 2240.73 ms [2021-11-28 15:53:46 main:574] : INFO : Epoch 2028 | loss: 0.031079 | val_loss: 0.0312162 | Time: 2280.02 ms [2021-11-28 15:53:48 main:574] : INFO : Epoch 2029 | loss: 0.0310724 | val_loss: 0.0312085 | Time: 2266.33 ms [2021-11-28 15:53:50 main:574] : INFO : Epoch 2030 | loss: 0.0310805 | val_loss: 0.0311944 | Time: 2219.92 ms [2021-11-28 15:53:52 main:574] : INFO : Epoch 2031 | loss: 0.0310802 | val_loss: 0.0312023 | Time: 2244.32 ms [2021-11-28 15:53:55 main:574] : INFO : Epoch 2032 | loss: 0.0310739 | val_loss: 0.0312119 | Time: 2254.45 ms [2021-11-28 15:53:57 main:574] : INFO : Epoch 2033 | loss: 0.0310727 | val_loss: 0.0312008 | Time: 2230.75 ms [2021-11-28 15:53:59 main:574] : INFO : Epoch 2034 | loss: 0.0310734 | val_loss: 0.0312099 | Time: 2239.25 ms [2021-11-28 15:54:01 main:574] : INFO : Epoch 2035 | loss: 0.0310706 | val_loss: 0.0312183 | Time: 2233.07 ms [2021-11-28 15:54:04 main:574] : INFO : Epoch 2036 | loss: 0.0310658 | val_loss: 0.0312102 | Time: 2238.66 ms [2021-11-28 15:54:06 main:574] : INFO : Epoch 2037 | loss: 0.0310788 | val_loss: 0.0311991 | Time: 2231.19 ms [2021-11-28 15:54:08 main:574] : INFO : Epoch 2038 | loss: 0.0310782 | val_loss: 0.0312046 | Time: 2225.34 ms [2021-11-28 15:54:10 main:574] : INFO : Epoch 2039 | loss: 0.0310756 | val_loss: 0.0312109 | Time: 2221.39 ms [2021-11-28 15:54:12 main:574] : INFO : Epoch 2040 | loss: 0.0310746 | val_loss: 0.0312089 | Time: 2212.88 ms [2021-11-28 15:54:15 main:574] : INFO : Epoch 2041 | loss: 0.031082 | val_loss: 0.0311822 | Time: 2203 ms [2021-11-28 15:54:17 main:574] : INFO : Epoch 2042 | loss: 0.0310869 | val_loss: 0.0311959 | Time: 2234.59 ms [2021-11-28 15:54:19 main:574] : INFO : Epoch 2043 | loss: 0.0310802 | val_loss: 0.0311932 | Time: 2213.93 ms [2021-11-28 15:54:21 main:574] : INFO : Epoch 2044 | loss: 0.0310808 | val_loss: 0.0312051 | Time: 2258.29 ms [2021-11-28 15:54:24 main:574] : INFO : Epoch 2045 | loss: 0.0310722 | val_loss: 0.0312038 | Time: 2241.84 ms [2021-11-28 15:54:26 main:574] : INFO : Epoch 2046 | loss: 0.03108 | val_loss: 0.0312037 | Time: 2228.31 ms [2021-11-28 15:54:28 main:574] : INFO : Epoch 2047 | loss: 0.0310812 | val_loss: 0.0312148 | Time: 2241.83 ms [2021-11-28 15:54:30 main:574] : INFO : Epoch 2048 | loss: 0.0310739 | val_loss: 0.0312021 | Time: 1890.03 ms [2021-11-28 15:54:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312021 [2021-11-28 15:54:30 main:603] : INFO : Saving end state to config to file [2021-11-28 15:54:30 main:608] : INFO : Success, exiting.. 15:54:30 (15208): 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)