Task 12931655
| Name | ParityModified-1645996314-23164-3-0_0 |
| Workunit | 10065523 |
| Created | 11 Mar 2022, 14:46:37 UTC |
| Sent | 11 Mar 2022, 16:26:01 UTC |
| Report deadline | 19 Mar 2022, 16:26:01 UTC |
| Received | 11 Mar 2022, 18:58:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18018 |
| Run time | 1 hours 16 min 18 sec |
| CPU time | 1 hours 15 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1542 | loss: 0.0310768 | val_loss: 0.0311137 | Time: 2293.26 ms [2022-03-12 02:39:00 main:574] : INFO : Epoch 1543 | loss: 0.0310768 | val_loss: 0.0311187 | Time: 2139.94 ms [2022-03-12 02:39:02 main:574] : INFO : Epoch 1544 | loss: 0.0310772 | val_loss: 0.031115 | Time: 2252.39 ms [2022-03-12 02:39:04 main:574] : INFO : Epoch 1545 | loss: 0.0310788 | val_loss: 0.0311155 | Time: 2239.44 ms [2022-03-12 02:39:06 main:574] : INFO : Epoch 1546 | loss: 0.0310763 | val_loss: 0.0311153 | Time: 2205.46 ms [2022-03-12 02:39:09 main:574] : INFO : Epoch 1547 | loss: 0.0310784 | val_loss: 0.0311151 | Time: 2234.12 ms [2022-03-12 02:39:11 main:574] : INFO : Epoch 1548 | loss: 0.0310761 | val_loss: 0.0311139 | Time: 2207.64 ms [2022-03-12 02:39:13 main:574] : INFO : Epoch 1549 | loss: 0.031075 | val_loss: 0.0311156 | Time: 2201.5 ms [2022-03-12 02:39:15 main:574] : INFO : Epoch 1550 | loss: 0.0310762 | val_loss: 0.0311146 | Time: 2285.78 ms [2022-03-12 02:39:18 main:574] : INFO : Epoch 1551 | loss: 0.031077 | val_loss: 0.0311158 | Time: 2259.3 ms [2022-03-12 02:39:20 main:574] : INFO : Epoch 1552 | loss: 0.031078 | val_loss: 0.0311184 | Time: 2226.59 ms [2022-03-12 02:39:22 main:574] : INFO : Epoch 1553 | loss: 0.0310759 | val_loss: 0.0311207 | Time: 2209.83 ms [2022-03-12 02:39:24 main:574] : INFO : Epoch 1554 | loss: 0.031083 | val_loss: 0.0311218 | Time: 2208.85 ms [2022-03-12 02:39:26 main:574] : INFO : Epoch 1555 | loss: 0.0310889 | val_loss: 0.0311139 | Time: 2219.32 ms [2022-03-12 02:39:29 main:574] : INFO : Epoch 1556 | loss: 0.0310844 | val_loss: 0.0311173 | Time: 2225.13 ms [2022-03-12 02:39:31 main:574] : INFO : Epoch 1557 | loss: 0.0310805 | val_loss: 0.0311161 | Time: 2149.13 ms [2022-03-12 02:39:33 main:574] : INFO : Epoch 1558 | loss: 0.0310776 | val_loss: 0.0311171 | Time: 2239.88 ms [2022-03-12 02:39:35 main:574] : INFO : Epoch 1559 | loss: 0.0310766 | val_loss: 0.0311167 | Time: 2251.63 ms [2022-03-12 02:39:38 main:574] : INFO : Epoch 1560 | loss: 0.0310757 | val_loss: 0.0311192 | Time: 2287.16 ms [2022-03-12 02:39:40 main:574] : INFO : Epoch 1561 | loss: 0.0310749 | val_loss: 0.0311212 | Time: 2254.59 ms [2022-03-12 02:39:42 main:574] : INFO : Epoch 1562 | loss: 0.0310726 | val_loss: 0.0311187 | Time: 2149.57 ms [2022-03-12 02:39:44 main:574] : INFO : Epoch 1563 | loss: 0.031074 | val_loss: 0.0311137 | Time: 2230.71 ms [2022-03-12 02:39:46 main:574] : INFO : Epoch 1564 | loss: 0.031074 | val_loss: 0.0311128 | Time: 2177.15 ms [2022-03-12 02:39:49 main:574] : INFO : Epoch 1565 | loss: 0.0310751 | val_loss: 0.0311112 | Time: 2230.68 ms [2022-03-12 02:39:51 main:574] : INFO : Epoch 1566 | loss: 0.0310772 | val_loss: 0.0311169 | Time: 2230.69 ms [2022-03-12 02:39:53 main:574] : INFO : Epoch 1567 | loss: 0.0310781 | val_loss: 0.0311174 | Time: 2214 ms [2022-03-12 02:39:55 main:574] : INFO : Epoch 1568 | loss: 0.0311008 | val_loss: 0.0311209 | Time: 2155.79 ms [2022-03-12 02:39:57 main:574] : INFO : Epoch 1569 | loss: 0.0311025 | val_loss: 0.0311214 | Time: 2228.36 ms [2022-03-12 02:40:00 main:574] : INFO : Epoch 1570 | loss: 0.0310944 | val_loss: 0.0311223 | Time: 2245.14 ms [2022-03-12 02:40:02 main:574] : INFO : Epoch 1571 | loss: 0.0310905 | val_loss: 0.0311182 | Time: 2196.9 ms [2022-03-12 02:40:04 main:574] : INFO : Epoch 1572 | loss: 0.0310883 | val_loss: 0.0311147 | Time: 2151.16 ms [2022-03-12 02:40:06 main:574] : INFO : Epoch 1573 | loss: 0.0310822 | val_loss: 0.0311182 | Time: 2216.72 ms [2022-03-12 02:40:09 main:574] : INFO : Epoch 1574 | loss: 0.0310814 | val_loss: 0.0311148 | Time: 2236.35 ms [2022-03-12 02:40:11 main:574] : INFO : Epoch 1575 | loss: 0.031081 | val_loss: 0.0311198 | Time: 2174.15 ms [2022-03-12 02:40:13 main:574] : INFO : Epoch 1576 | loss: 0.0310826 | val_loss: 0.0311194 | Time: 2155.46 ms [2022-03-12 02:40:15 main:574] : INFO : Epoch 1577 | loss: 0.0310806 | val_loss: 0.0311173 | Time: 2174.42 ms [2022-03-12 02:40:17 main:574] : INFO : Epoch 1578 | loss: 0.0310817 | val_loss: 0.0311172 | Time: 2242.07 ms [2022-03-12 02:40:20 main:574] : INFO : Epoch 1579 | loss: 0.0310771 | val_loss: 0.0311164 | Time: 2263.63 ms [2022-03-12 02:40:22 main:574] : INFO : Epoch 1580 | loss: 0.0310789 | val_loss: 0.0311137 | Time: 2256.59 ms [2022-03-12 02:40:24 main:574] : INFO : Epoch 1581 | loss: 0.0310774 | val_loss: 0.0311109 | Time: 2279.91 ms [2022-03-12 02:40:26 main:574] : INFO : Epoch 1582 | loss: 0.0310762 | val_loss: 0.0311178 | Time: 2218.21 ms [2022-03-12 02:40:29 main:574] : INFO : Epoch 1583 | loss: 0.0310769 | val_loss: 0.0311152 | Time: 2212 ms [2022-03-12 02:40:31 main:574] : INFO : Epoch 1584 | loss: 0.0310749 | val_loss: 0.0311133 | Time: 2178.46 ms [2022-03-12 02:40:33 main:574] : INFO : Epoch 1585 | loss: 0.0310738 | val_loss: 0.0311116 | Time: 2193.89 ms [2022-03-12 02:40:35 main:574] : INFO : Epoch 1586 | loss: 0.0310732 | val_loss: 0.0311168 | Time: 2227.95 ms [2022-03-12 02:40:37 main:574] : INFO : Epoch 1587 | loss: 0.0310774 | val_loss: 0.0311122 | Time: 2230.14 ms [2022-03-12 02:40:40 main:574] : INFO : Epoch 1588 | loss: 0.0310772 | val_loss: 0.031118 | Time: 2225.48 ms [2022-03-12 02:40:42 main:574] : INFO : Epoch 1589 | loss: 0.0310737 | val_loss: 0.0311131 | Time: 2279.3 ms [2022-03-12 02:40:44 main:574] : INFO : Epoch 1590 | loss: 0.0310728 | val_loss: 0.0311116 | Time: 2224.03 ms [2022-03-12 02:40:46 main:574] : INFO : Epoch 1591 | loss: 0.0310713 | val_loss: 0.0311163 | Time: 2232.41 ms [2022-03-12 02:40:49 main:574] : INFO : Epoch 1592 | loss: 0.0310732 | val_loss: 0.0311111 | Time: 2164.47 ms [2022-03-12 02:40:51 main:574] : INFO : Epoch 1593 | loss: 0.0310735 | val_loss: 0.031107 | Time: 2193.22 ms [2022-03-12 02:40:53 main:574] : INFO : Epoch 1594 | loss: 0.0310708 | val_loss: 0.0311117 | Time: 2274.02 ms [2022-03-12 02:40:55 main:574] : INFO : Epoch 1595 | loss: 0.0310701 | val_loss: 0.0311134 | Time: 2175.59 ms [2022-03-12 02:40:58 main:574] : INFO : Epoch 1596 | loss: 0.0310751 | val_loss: 0.0311083 | Time: 2236.24 ms [2022-03-12 02:41:00 main:574] : INFO : Epoch 1597 | loss: 0.0310744 | val_loss: 0.0311158 | Time: 2174.64 ms [2022-03-12 02:41:02 main:574] : INFO : Epoch 1598 | loss: 0.0310735 | val_loss: 0.0311096 | Time: 2351.11 ms [2022-03-12 02:41:04 main:574] : INFO : Epoch 1599 | loss: 0.0310728 | val_loss: 0.0311115 | Time: 2255.66 ms [2022-03-12 02:41:07 main:574] : INFO : Epoch 1600 | loss: 0.0310754 | val_loss: 0.0311209 | Time: 2244.16 ms [2022-03-12 02:41:09 main:574] : INFO : Epoch 1601 | loss: 0.0310775 | val_loss: 0.0311227 | Time: 2214.26 ms [2022-03-12 02:41:11 main:574] : INFO : Epoch 1602 | loss: 0.0310744 | val_loss: 0.0311153 | Time: 2218.73 ms [2022-03-12 02:41:13 main:574] : INFO : Epoch 1603 | loss: 0.0310703 | val_loss: 0.0311189 | Time: 2211.45 ms [2022-03-12 02:41:15 main:574] : INFO : Epoch 1604 | loss: 0.0310727 | val_loss: 0.0311175 | Time: 2253.88 ms [2022-03-12 02:41:18 main:574] : INFO : Epoch 1605 | loss: 0.0310735 | val_loss: 0.0311183 | Time: 2219.16 ms [2022-03-12 02:41:20 main:574] : INFO : Epoch 1606 | loss: 0.0310734 | val_loss: 0.0311203 | Time: 2211.22 ms [2022-03-12 02:41:22 main:574] : INFO : Epoch 1607 | loss: 0.0310722 | val_loss: 0.0311131 | Time: 2184.42 ms [2022-03-12 02:41:24 main:574] : INFO : Epoch 1608 | loss: 0.0310734 | val_loss: 0.0311135 | Time: 2255.46 ms [2022-03-12 02:41:27 main:574] : INFO : Epoch 1609 | loss: 0.0310735 | val_loss: 0.0311164 | Time: 2246.01 ms [2022-03-12 02:41:29 main:574] : INFO : Epoch 1610 | loss: 0.031071 | val_loss: 0.0311156 | Time: 2219.35 ms [2022-03-12 02:41:31 main:574] : INFO : Epoch 1611 | loss: 0.0310709 | val_loss: 0.0311195 | Time: 2192.4 ms [2022-03-12 02:41:33 main:574] : INFO : Epoch 1612 | loss: 0.0310719 | val_loss: 0.031115 | Time: 2207.3 ms [2022-03-12 02:41:35 main:574] : INFO : Epoch 1613 | loss: 0.0311018 | val_loss: 0.0311376 | Time: 2219.56 ms [2022-03-12 02:41:38 main:574] : INFO : Epoch 1614 | loss: 0.0311194 | val_loss: 0.0311257 | Time: 2234.15 ms [2022-03-12 02:41:40 main:574] : INFO : Epoch 1615 | loss: 0.031105 | val_loss: 0.0311171 | Time: 2153.24 ms [2022-03-12 02:41:42 main:574] : INFO : Epoch 1616 | loss: 0.0310983 | val_loss: 0.0311127 | Time: 2260.86 ms [2022-03-12 02:41:44 main:574] : INFO : Epoch 1617 | loss: 0.0310942 | val_loss: 0.031112 | Time: 2267.65 ms [2022-03-12 02:41:47 main:574] : INFO : Epoch 1618 | loss: 0.0310899 | val_loss: 0.0311101 | Time: 2266.27 ms [2022-03-12 02:41:49 main:574] : INFO : Epoch 1619 | loss: 0.0310901 | val_loss: 0.0311179 | Time: 2225.86 ms [2022-03-12 02:41:51 main:574] : INFO : Epoch 1620 | loss: 0.0310926 | val_loss: 0.0311128 | Time: 2202.97 ms [2022-03-12 02:41:53 main:574] : INFO : Epoch 1621 | loss: 0.0310876 | val_loss: 0.0311118 | Time: 2188.52 ms [2022-03-12 02:41:56 main:574] : INFO : Epoch 1622 | loss: 0.0310851 | val_loss: 0.031111 | Time: 2193.48 ms [2022-03-12 02:41:58 main:574] : INFO : Epoch 1623 | loss: 0.0310826 | val_loss: 0.0311074 | Time: 2222.23 ms [2022-03-12 02:42:00 main:574] : INFO : Epoch 1624 | loss: 0.0310828 | val_loss: 0.0311099 | Time: 2212.59 ms [2022-03-12 02:42:02 main:574] : INFO : Epoch 1625 | loss: 0.0310794 | val_loss: 0.0311103 | Time: 2226.05 ms [2022-03-12 02:42:04 main:574] : INFO : Epoch 1626 | loss: 0.0310784 | val_loss: 0.0311131 | Time: 2222.16 ms [2022-03-12 02:42:07 main:574] : INFO : Epoch 1627 | loss: 0.0310771 | val_loss: 0.0311107 | Time: 2261.38 ms [2022-03-12 02:42:09 main:574] : INFO : Epoch 1628 | loss: 0.0310788 | val_loss: 0.0311139 | Time: 2175.31 ms [2022-03-12 02:42:11 main:574] : INFO : Epoch 1629 | loss: 0.0310776 | val_loss: 0.0311091 | Time: 2247.64 ms [2022-03-12 02:42:13 main:574] : INFO : Epoch 1630 | loss: 0.0310797 | val_loss: 0.0311095 | Time: 2236.04 ms [2022-03-12 02:42:16 main:574] : INFO : Epoch 1631 | loss: 0.0310796 | val_loss: 0.0311108 | Time: 2247.05 ms [2022-03-12 02:42:18 main:574] : INFO : Epoch 1632 | loss: 0.0310776 | val_loss: 0.0311101 | Time: 2230.45 ms [2022-03-12 02:42:20 main:574] : INFO : Epoch 1633 | loss: 0.0310757 | val_loss: 0.0311143 | Time: 2166.38 ms [2022-03-12 02:42:22 main:574] : INFO : Epoch 1634 | loss: 0.0310757 | val_loss: 0.0311112 | Time: 2203.02 ms [2022-03-12 02:42:24 main:574] : INFO : Epoch 1635 | loss: 0.0310768 | val_loss: 0.0311104 | Time: 2247.23 ms [2022-03-12 02:42:27 main:574] : INFO : Epoch 1636 | loss: 0.0310776 | val_loss: 0.0311122 | Time: 2282.98 ms [2022-03-12 02:42:29 main:574] : INFO : Epoch 1637 | loss: 0.0310787 | val_loss: 0.0311111 | Time: 2244.4 ms [2022-03-12 02:42:31 main:574] : INFO : Epoch 1638 | loss: 0.0310767 | val_loss: 0.0311132 | Time: 2186.51 ms [2022-03-12 02:42:33 main:574] : INFO : Epoch 1639 | loss: 0.0310773 | val_loss: 0.0311096 | Time: 2229.5 ms [2022-03-12 02:42:36 main:574] : INFO : Epoch 1640 | loss: 0.0310783 | val_loss: 0.0311113 | Time: 2171.58 ms [2022-03-12 02:42:38 main:574] : INFO : Epoch 1641 | loss: 0.031075 | val_loss: 0.0311152 | Time: 2252.06 ms [2022-03-12 02:42:40 main:574] : INFO : Epoch 1642 | loss: 0.031073 | val_loss: 0.0311109 | Time: 2256.42 ms [2022-03-12 02:42:42 main:574] : INFO : Epoch 1643 | loss: 0.0310719 | val_loss: 0.031111 | Time: 2177.19 ms [2022-03-12 02:42:45 main:574] : INFO : Epoch 1644 | loss: 0.0310733 | val_loss: 0.0311134 | Time: 2269 ms [2022-03-12 02:42:47 main:574] : INFO : Epoch 1645 | loss: 0.0310716 | val_loss: 0.0311124 | Time: 2216.1 ms [2022-03-12 02:42:49 main:574] : INFO : Epoch 1646 | loss: 0.0310732 | val_loss: 0.0311105 | Time: 2229.32 ms [2022-03-12 02:42:51 main:574] : INFO : Epoch 1647 | loss: 0.0310719 | val_loss: 0.0311115 | Time: 2221.97 ms [2022-03-12 02:42:53 main:574] : INFO : Epoch 1648 | loss: 0.0310716 | val_loss: 0.0311183 | Time: 2173.41 ms [2022-03-12 02:42:56 main:574] : INFO : Epoch 1649 | loss: 0.031071 | val_loss: 0.0311125 | Time: 2207.18 ms [2022-03-12 02:42:58 main:574] : INFO : Epoch 1650 | loss: 0.031071 | val_loss: 0.0311084 | Time: 2175.56 ms [2022-03-12 02:43:00 main:574] : INFO : Epoch 1651 | loss: 0.0310759 | val_loss: 0.0311163 | Time: 2213.38 ms [2022-03-12 02:43:02 main:574] : INFO : Epoch 1652 | loss: 0.0310783 | val_loss: 0.0311129 | Time: 2234.73 ms [2022-03-12 02:43:04 main:574] : INFO : Epoch 1653 | loss: 0.0310757 | val_loss: 0.0311121 | Time: 2155.56 ms [2022-03-12 02:43:07 main:574] : INFO : Epoch 1654 | loss: 0.0310749 | val_loss: 0.0311216 | Time: 2230.11 ms [2022-03-12 02:43:09 main:574] : INFO : Epoch 1655 | loss: 0.0310731 | val_loss: 0.0311134 | Time: 2221.38 ms [2022-03-12 02:43:11 main:574] : INFO : Epoch 1656 | loss: 0.0310712 | val_loss: 0.0311134 | Time: 2189.53 ms [2022-03-12 02:43:13 main:574] : INFO : Epoch 1657 | loss: 0.0310725 | val_loss: 0.0311076 | Time: 2221.9 ms [2022-03-12 02:43:16 main:574] : INFO : Epoch 1658 | loss: 0.0310727 | val_loss: 0.0311155 | Time: 2208.71 ms [2022-03-12 02:43:18 main:574] : INFO : Epoch 1659 | loss: 0.0310732 | val_loss: 0.0311137 | Time: 2259.49 ms [2022-03-12 02:43:20 main:574] : INFO : Epoch 1660 | loss: 0.031075 | val_loss: 0.0311095 | Time: 2246.01 ms [2022-03-12 02:43:22 main:574] : INFO : Epoch 1661 | loss: 0.0310754 | val_loss: 0.0311137 | Time: 2239.6 ms [2022-03-12 02:43:25 main:574] : INFO : Epoch 1662 | loss: 0.0310734 | val_loss: 0.0311123 | Time: 2211.13 ms [2022-03-12 02:43:27 main:574] : INFO : Epoch 1663 | loss: 0.0310768 | val_loss: 0.0311145 | Time: 2219.63 ms [2022-03-12 02:43:29 main:574] : INFO : Epoch 1664 | loss: 0.031073 | val_loss: 0.031117 | Time: 2321.77 ms [2022-03-12 02:43:31 main:574] : INFO : Epoch 1665 | loss: 0.0310711 | val_loss: 0.0311135 | Time: 2244.17 ms [2022-03-12 02:43:34 main:574] : INFO : Epoch 1666 | loss: 0.0310761 | val_loss: 0.031115 | Time: 2224.92 ms [2022-03-12 02:43:36 main:574] : INFO : Epoch 1667 | loss: 0.0310749 | val_loss: 0.0311176 | Time: 2187.08 ms [2022-03-12 02:43:38 main:574] : INFO : Epoch 1668 | loss: 0.0310798 | val_loss: 0.0311202 | Time: 2248.86 ms [2022-03-12 02:43:40 main:574] : INFO : Epoch 1669 | loss: 0.0310879 | val_loss: 0.0311116 | Time: 2165.67 ms [2022-03-12 02:43:42 main:574] : INFO : Epoch 1670 | loss: 0.0310857 | val_loss: 0.0311134 | Time: 2249.92 ms [2022-03-12 02:43:45 main:574] : INFO : Epoch 1671 | loss: 0.0310806 | val_loss: 0.0311065 | Time: 2220.89 ms [2022-03-12 02:43:47 main:574] : INFO : Epoch 1672 | loss: 0.0310756 | val_loss: 0.0311118 | Time: 2190.66 ms [2022-03-12 02:43:49 main:574] : INFO : Epoch 1673 | loss: 0.0310734 | val_loss: 0.0311154 | Time: 2282.58 ms [2022-03-12 02:43:51 main:574] : INFO : Epoch 1674 | loss: 0.0310733 | val_loss: 0.0311101 | Time: 2250.33 ms [2022-03-12 02:43:54 main:574] : INFO : Epoch 1675 | loss: 0.0310719 | val_loss: 0.0311075 | Time: 2236.21 ms [2022-03-12 02:43:56 main:574] : INFO : Epoch 1676 | loss: 0.0310724 | val_loss: 0.0311127 | Time: 2245.43 ms [2022-03-12 02:43:58 main:574] : INFO : Epoch 1677 | loss: 0.0310755 | val_loss: 0.0311164 | Time: 2222.87 ms [2022-03-12 02:44:00 main:574] : INFO : Epoch 1678 | loss: 0.0310778 | val_loss: 0.0311094 | Time: 2208.38 ms [2022-03-12 02:44:03 main:574] : INFO : Epoch 1679 | loss: 0.0310771 | val_loss: 0.0311151 | Time: 2196.83 ms [2022-03-12 02:44:05 main:574] : INFO : Epoch 1680 | loss: 0.0310866 | val_loss: 0.0311339 | Time: 2207.42 ms [2022-03-12 02:44:07 main:574] : INFO : Epoch 1681 | loss: 0.0311167 | val_loss: 0.0311213 | Time: 2227.87 ms [2022-03-12 02:44:09 main:574] : INFO : Epoch 1682 | loss: 0.0311021 | val_loss: 0.0311148 | Time: 2200.62 ms [2022-03-12 02:44:12 main:574] : INFO : Epoch 1683 | loss: 0.031092 | val_loss: 0.0311082 | Time: 2287.75 ms [2022-03-12 02:44:14 main:574] : INFO : Epoch 1684 | loss: 0.0310892 | val_loss: 0.031116 | Time: 2188.35 ms [2022-03-12 02:44:16 main:574] : INFO : Epoch 1685 | loss: 0.0310914 | val_loss: 0.03111 | Time: 2231.54 ms [2022-03-12 02:44:18 main:574] : INFO : Epoch 1686 | loss: 0.0310879 | val_loss: 0.031111 | Time: 2203.39 ms [2022-03-12 02:44:20 main:574] : INFO : Epoch 1687 | loss: 0.031086 | val_loss: 0.0311072 | Time: 2266.34 ms [2022-03-12 02:44:23 main:574] : INFO : Epoch 1688 | loss: 0.0310831 | val_loss: 0.0311064 | Time: 2179 ms [2022-03-12 02:44:25 main:574] : INFO : Epoch 1689 | loss: 0.0310827 | val_loss: 0.0311096 | Time: 2197.42 ms [2022-03-12 02:44:27 main:574] : INFO : Epoch 1690 | loss: 0.0310809 | val_loss: 0.0311054 | Time: 2225.31 ms [2022-03-12 02:44:29 main:574] : INFO : Epoch 1691 | loss: 0.0310777 | val_loss: 0.0311047 | Time: 2195.69 ms [2022-03-12 02:44:32 main:574] : INFO : Epoch 1692 | loss: 0.031078 | val_loss: 0.031111 | Time: 2275.24 ms [2022-03-12 02:44:34 main:574] : INFO : Epoch 1693 | loss: 0.0310779 | val_loss: 0.031108 | Time: 2284.74 ms [2022-03-12 02:44:36 main:574] : INFO : Epoch 1694 | loss: 0.0310768 | val_loss: 0.0311079 | Time: 2234.55 ms [2022-03-12 02:44:38 main:574] : INFO : Epoch 1695 | loss: 0.0310785 | val_loss: 0.031112 | Time: 2211.89 ms [2022-03-12 02:44:41 main:574] : INFO : Epoch 1696 | loss: 0.0310814 | val_loss: 0.0311115 | Time: 2217.69 ms [2022-03-12 02:44:43 main:574] : INFO : Epoch 1697 | loss: 0.0310793 | val_loss: 0.0311118 | Time: 2189.08 ms [2022-03-12 02:44:45 main:574] : INFO : Epoch 1698 | loss: 0.0310776 | val_loss: 0.0311093 | Time: 2201.15 ms [2022-03-12 02:44:47 main:574] : INFO : Epoch 1699 | loss: 0.0310764 | val_loss: 0.0311105 | Time: 2233.63 ms [2022-03-12 02:44:49 main:574] : INFO : Epoch 1700 | loss: 0.0310753 | val_loss: 0.0311102 | Time: 2186.48 ms [2022-03-12 02:44:52 main:574] : INFO : Epoch 1701 | loss: 0.0310766 | val_loss: 0.0311101 | Time: 2302.81 ms [2022-03-12 02:44:54 main:574] : INFO : Epoch 1702 | loss: 0.0310764 | val_loss: 0.0311119 | Time: 2278.89 ms [2022-03-12 02:44:56 main:574] : INFO : Epoch 1703 | loss: 0.0310793 | val_loss: 0.0311124 | Time: 2174.04 ms [2022-03-12 02:44:58 main:574] : INFO : Epoch 1704 | loss: 0.0310776 | val_loss: 0.0311213 | Time: 2253.92 ms [2022-03-12 02:45:01 main:574] : INFO : Epoch 1705 | loss: 0.0310757 | val_loss: 0.0311245 | Time: 2232.16 ms [2022-03-12 02:45:03 main:574] : INFO : Epoch 1706 | loss: 0.0310745 | val_loss: 0.0311128 | Time: 2426.64 ms [2022-03-12 02:45:05 main:574] : INFO : Epoch 1707 | loss: 0.0310721 | val_loss: 0.0311122 | Time: 2182.86 ms [2022-03-12 02:45:07 main:574] : INFO : Epoch 1708 | loss: 0.0310738 | val_loss: 0.0311094 | Time: 2238.05 ms [2022-03-12 02:45:10 main:574] : INFO : Epoch 1709 | loss: 0.0310739 | val_loss: 0.0311116 | Time: 2196.04 ms [2022-03-12 02:45:12 main:574] : INFO : Epoch 1710 | loss: 0.0310737 | val_loss: 0.031108 | Time: 2268.25 ms [2022-03-12 02:45:14 main:574] : INFO : Epoch 1711 | loss: 0.0310744 | val_loss: 0.0311163 | Time: 2188.38 ms [2022-03-12 02:45:16 main:574] : INFO : Epoch 1712 | loss: 0.0310785 | val_loss: 0.0311114 | Time: 2219.56 ms [2022-03-12 02:45:19 main:574] : INFO : Epoch 1713 | loss: 0.0310754 | val_loss: 0.0311093 | Time: 2170.71 ms [2022-03-12 02:45:21 main:574] : INFO : Epoch 1714 | loss: 0.0310732 | val_loss: 0.0311079 | Time: 2205.41 ms [2022-03-12 02:45:23 main:574] : INFO : Epoch 1715 | loss: 0.0310728 | val_loss: 0.0311097 | Time: 2214.93 ms [2022-03-12 02:45:25 main:574] : INFO : Epoch 1716 | loss: 0.0310708 | val_loss: 0.0311109 | Time: 2254.39 ms [2022-03-12 02:45:27 main:574] : INFO : Epoch 1717 | loss: 0.0310723 | val_loss: 0.0311126 | Time: 2175.68 ms [2022-03-12 02:45:30 main:574] : INFO : Epoch 1718 | loss: 0.0310729 | val_loss: 0.0311097 | Time: 2238.22 ms [2022-03-12 02:45:32 main:574] : INFO : Epoch 1719 | loss: 0.0310712 | val_loss: 0.0311084 | Time: 2202.28 ms [2022-03-12 02:45:34 main:574] : INFO : Epoch 1720 | loss: 0.0310718 | val_loss: 0.0311109 | Time: 2239.53 ms [2022-03-12 02:45:36 main:574] : INFO : Epoch 1721 | loss: 0.0310713 | val_loss: 0.0311079 | Time: 2227.62 ms [2022-03-12 02:45:39 main:574] : INFO : Epoch 1722 | loss: 0.0310784 | val_loss: 0.0311059 | Time: 2213.36 ms [2022-03-12 02:45:41 main:574] : INFO : Epoch 1723 | loss: 0.0310959 | val_loss: 0.0311292 | Time: 2199.05 ms [2022-03-12 02:45:43 main:574] : INFO : Epoch 1724 | loss: 0.0333523 | val_loss: 0.0318049 | Time: 2246.6 ms [2022-03-12 02:45:45 main:574] : INFO : Epoch 1725 | loss: 0.0350489 | val_loss: 0.0322294 | Time: 2222.41 ms [2022-03-12 02:45:47 main:574] : INFO : Epoch 1726 | loss: 0.0316937 | val_loss: 0.0313412 | Time: 2192.17 ms [2022-03-12 02:45:50 main:574] : INFO : Epoch 1727 | loss: 0.031304 | val_loss: 0.0312639 | Time: 2226.33 ms [2022-03-12 02:45:52 main:574] : INFO : Epoch 1728 | loss: 0.0312515 | val_loss: 0.0312429 | Time: 2307.17 ms [2022-03-12 02:45:54 main:574] : INFO : Epoch 1729 | loss: 0.0312377 | val_loss: 0.0312317 | Time: 2275.09 ms [2022-03-12 02:45:56 main:574] : INFO : Epoch 1730 | loss: 0.0312291 | val_loss: 0.0312235 | Time: 2220.46 ms [2022-03-12 02:45:59 main:574] : INFO : Epoch 1731 | loss: 0.0312212 | val_loss: 0.0312151 | Time: 2201.92 ms [2022-03-12 02:46:01 main:574] : INFO : Epoch 1732 | loss: 0.031211 | val_loss: 0.031206 | Time: 2186.49 ms [2022-03-12 02:46:03 main:574] : INFO : Epoch 1733 | loss: 0.0312045 | val_loss: 0.0312004 | Time: 2258.75 ms [2022-03-12 02:46:05 main:574] : INFO : Epoch 1734 | loss: 0.0312002 | val_loss: 0.0311962 | Time: 2214.76 ms [2022-03-12 02:46:08 main:574] : INFO : Epoch 1735 | loss: 0.0311958 | val_loss: 0.0311913 | Time: 2297.08 ms [2022-03-12 02:46:10 main:574] : INFO : Epoch 1736 | loss: 0.0311888 | val_loss: 0.0311822 | Time: 2220.4 ms [2022-03-12 02:46:12 main:574] : INFO : Epoch 1737 | loss: 0.0311826 | val_loss: 0.0311759 | Time: 2219.52 ms [2022-03-12 02:46:14 main:574] : INFO : Epoch 1738 | loss: 0.0311759 | val_loss: 0.0311713 | Time: 2241.9 ms [2022-03-12 02:46:17 main:574] : INFO : Epoch 1739 | loss: 0.0311705 | val_loss: 0.0311645 | Time: 2302.09 ms [2022-03-12 02:46:19 main:574] : INFO : Epoch 1740 | loss: 0.0311648 | val_loss: 0.0311607 | Time: 2258.24 ms [2022-03-12 02:46:21 main:574] : INFO : Epoch 1741 | loss: 0.0311607 | val_loss: 0.0311574 | Time: 2208.99 ms [2022-03-12 02:46:23 main:574] : INFO : Epoch 1742 | loss: 0.031157 | val_loss: 0.0311562 | Time: 2235.26 ms [2022-03-12 02:46:26 main:574] : INFO : Epoch 1743 | loss: 0.0311536 | val_loss: 0.0311544 | Time: 2163.03 ms [2022-03-12 02:46:28 main:574] : INFO : Epoch 1744 | loss: 0.0311523 | val_loss: 0.0311529 | Time: 2229.92 ms [2022-03-12 02:46:30 main:574] : INFO : Epoch 1745 | loss: 0.031152 | val_loss: 0.0311544 | Time: 2249.6 ms [2022-03-12 02:46:32 main:574] : INFO : Epoch 1746 | loss: 0.0311634 | val_loss: 0.031178 | Time: 2240 ms [2022-03-12 02:46:35 main:574] : INFO : Epoch 1747 | loss: 0.0311769 | val_loss: 0.0311716 | Time: 2284.93 ms [2022-03-12 02:46:37 main:574] : INFO : Epoch 1748 | loss: 0.0311657 | val_loss: 0.0311629 | Time: 2272.55 ms [2022-03-12 02:46:39 main:574] : INFO : Epoch 1749 | loss: 0.0311597 | val_loss: 0.0311585 | Time: 2158.11 ms [2022-03-12 02:46:41 main:574] : INFO : Epoch 1750 | loss: 0.031156 | val_loss: 0.0311579 | Time: 2173.11 ms [2022-03-12 02:46:43 main:574] : INFO : Epoch 1751 | loss: 0.0311532 | val_loss: 0.0311548 | Time: 2160.72 ms [2022-03-12 02:46:46 main:574] : INFO : Epoch 1752 | loss: 0.0311537 | val_loss: 0.0311514 | Time: 2240.42 ms [2022-03-12 02:46:48 main:574] : INFO : Epoch 1753 | loss: 0.0311496 | val_loss: 0.03115 | Time: 2247.67 ms [2022-03-12 02:46:50 main:574] : INFO : Epoch 1754 | loss: 0.0311472 | val_loss: 0.0311473 | Time: 2209.94 ms [2022-03-12 02:46:52 main:574] : INFO : Epoch 1755 | loss: 0.0311464 | val_loss: 0.031147 | Time: 2250.2 ms [2022-03-12 02:46:55 main:574] : INFO : Epoch 1756 | loss: 0.0311445 | val_loss: 0.0311473 | Time: 2287.13 ms [2022-03-12 02:46:57 main:574] : INFO : Epoch 1757 | loss: 0.0311426 | val_loss: 0.0311443 | Time: 2225.44 ms [2022-03-12 02:46:59 main:574] : INFO : Epoch 1758 | loss: 0.0311439 | val_loss: 0.0311456 | Time: 2264.56 ms [2022-03-12 02:47:01 main:574] : INFO : Epoch 1759 | loss: 0.0311437 | val_loss: 0.0311441 | Time: 2165.15 ms [2022-03-12 02:47:03 main:574] : INFO : Epoch 1760 | loss: 0.0311407 | val_loss: 0.0311437 | Time: 2152.77 ms [2022-03-12 02:47:06 main:574] : INFO : Epoch 1761 | loss: 0.0311403 | val_loss: 0.0311432 | Time: 2206.75 ms [2022-03-12 02:47:08 main:574] : INFO : Epoch 1762 | loss: 0.0311387 | val_loss: 0.0311418 | Time: 2198.47 ms [2022-03-12 02:47:10 main:574] : INFO : Epoch 1763 | loss: 0.0311366 | val_loss: 0.0311398 | Time: 2248.4 ms [2022-03-12 02:47:12 main:574] : INFO : Epoch 1764 | loss: 0.031136 | val_loss: 0.0311391 | Time: 2233.99 ms [2022-03-12 02:47:15 main:574] : INFO : Epoch 1765 | loss: 0.0311353 | val_loss: 0.0311393 | Time: 2166.34 ms [2022-03-12 02:47:17 main:574] : INFO : Epoch 1766 | loss: 0.0311335 | val_loss: 0.0311392 | Time: 2180.77 ms [2022-03-12 02:47:19 main:574] : INFO : Epoch 1767 | loss: 0.0311332 | val_loss: 0.0311401 | Time: 2222.49 ms [2022-03-12 02:47:21 main:574] : INFO : Epoch 1768 | loss: 0.0311321 | val_loss: 0.0311386 | Time: 2196.77 ms [2022-03-12 02:47:23 main:574] : INFO : Epoch 1769 | loss: 0.0311319 | val_loss: 0.0311393 | Time: 2161.91 ms [2022-03-12 02:47:26 main:574] : INFO : Epoch 1770 | loss: 0.0311327 | val_loss: 0.0311391 | Time: 2174.62 ms [2022-03-12 02:47:28 main:574] : INFO : Epoch 1771 | loss: 0.0311321 | val_loss: 0.0311405 | Time: 2249.66 ms [2022-03-12 02:47:30 main:574] : INFO : Epoch 1772 | loss: 0.0311323 | val_loss: 0.0311384 | Time: 2143.58 ms [2022-03-12 02:47:32 main:574] : INFO : Epoch 1773 | loss: 0.0311319 | val_loss: 0.0311374 | Time: 2180.57 ms [2022-03-12 02:47:34 main:574] : INFO : Epoch 1774 | loss: 0.0311354 | val_loss: 0.0311386 | Time: 2152.37 ms [2022-03-12 02:47:36 main:574] : INFO : Epoch 1775 | loss: 0.0311373 | val_loss: 0.0311378 | Time: 2201.8 ms [2022-03-12 02:47:39 main:574] : INFO : Epoch 1776 | loss: 0.0311354 | val_loss: 0.0311372 | Time: 2206.68 ms [2022-03-12 02:47:41 main:574] : INFO : Epoch 1777 | loss: 0.0311345 | val_loss: 0.0311362 | Time: 2271.07 ms [2022-03-12 02:47:43 main:574] : INFO : Epoch 1778 | loss: 0.0311322 | val_loss: 0.0311337 | Time: 2255.63 ms [2022-03-12 02:47:45 main:574] : INFO : Epoch 1779 | loss: 0.031132 | val_loss: 0.0311317 | Time: 2252.48 ms [2022-03-12 02:47:48 main:574] : INFO : Epoch 1780 | loss: 0.0311306 | val_loss: 0.0311338 | Time: 2246.41 ms [2022-03-12 02:47:50 main:574] : INFO : Epoch 1781 | loss: 0.0311285 | val_loss: 0.0311335 | Time: 2177.86 ms [2022-03-12 02:47:52 main:574] : INFO : Epoch 1782 | loss: 0.0311262 | val_loss: 0.0311305 | Time: 2165.06 ms [2022-03-12 02:47:54 main:574] : INFO : Epoch 1783 | loss: 0.0311237 | val_loss: 0.0311264 | Time: 2164.75 ms [2022-03-12 02:47:56 main:574] : INFO : Epoch 1784 | loss: 0.03112 | val_loss: 0.0311259 | Time: 2185.77 ms [2022-03-12 02:47:59 main:574] : INFO : Epoch 1785 | loss: 0.0311179 | val_loss: 0.0311262 | Time: 2196.84 ms [2022-03-12 02:48:01 main:574] : INFO : Epoch 1786 | loss: 0.0311173 | val_loss: 0.0311252 | Time: 2198.42 ms [2022-03-12 02:48:03 main:574] : INFO : Epoch 1787 | loss: 0.0311146 | val_loss: 0.0311225 | Time: 2215.09 ms [2022-03-12 02:48:05 main:574] : INFO : Epoch 1788 | loss: 0.0311143 | val_loss: 0.0311236 | Time: 2220.11 ms [2022-03-12 02:48:07 main:574] : INFO : Epoch 1789 | loss: 0.0311106 | val_loss: 0.0311196 | Time: 2175.59 ms [2022-03-12 02:48:10 main:574] : INFO : Epoch 1790 | loss: 0.0311105 | val_loss: 0.0311188 | Time: 2236.81 ms [2022-03-12 02:48:12 main:574] : INFO : Epoch 1791 | loss: 0.0311096 | val_loss: 0.0311178 | Time: 2231.11 ms [2022-03-12 02:48:14 main:574] : INFO : Epoch 1792 | loss: 0.0311075 | val_loss: 0.0311195 | Time: 2154.4 ms [2022-03-12 02:48:16 main:574] : INFO : Epoch 1793 | loss: 0.0311079 | val_loss: 0.0311147 | Time: 2155.78 ms [2022-03-12 02:48:19 main:574] : INFO : Epoch 1794 | loss: 0.0311044 | val_loss: 0.0311136 | Time: 2216.05 ms [2022-03-12 02:48:21 main:574] : INFO : Epoch 1795 | loss: 0.0311036 | val_loss: 0.0311125 | Time: 2235.3 ms [2022-03-12 02:48:23 main:574] : INFO : Epoch 1796 | loss: 0.0311015 | val_loss: 0.0311117 | Time: 2207.38 ms [2022-03-12 02:48:25 main:574] : INFO : Epoch 1797 | loss: 0.0310996 | val_loss: 0.0311117 | Time: 2215.89 ms [2022-03-12 02:48:27 main:574] : INFO : Epoch 1798 | loss: 0.0310999 | val_loss: 0.0311119 | Time: 2215.46 ms [2022-03-12 02:48:30 main:574] : INFO : Epoch 1799 | loss: 0.0310985 | val_loss: 0.031109 | Time: 2217.65 ms [2022-03-12 02:48:32 main:574] : INFO : Epoch 1800 | loss: 0.0310975 | val_loss: 0.0311128 | Time: 2206.31 ms [2022-03-12 02:48:34 main:574] : INFO : Epoch 1801 | loss: 0.0310968 | val_loss: 0.0311112 | Time: 2138.34 ms [2022-03-12 02:48:36 main:574] : INFO : Epoch 1802 | loss: 0.0311 | val_loss: 0.0311147 | Time: 2217.24 ms [2022-03-12 02:48:38 main:574] : INFO : Epoch 1803 | loss: 0.0310981 | val_loss: 0.0311126 | Time: 2168.51 ms [2022-03-12 02:48:41 main:574] : INFO : Epoch 1804 | loss: 0.0310972 | val_loss: 0.0311113 | Time: 2172.05 ms [2022-03-12 02:48:43 main:574] : INFO : Epoch 1805 | loss: 0.0310958 | val_loss: 0.0311108 | Time: 2177.11 ms [2022-03-12 02:48:45 main:574] : INFO : Epoch 1806 | loss: 0.0310948 | val_loss: 0.0311106 | Time: 2176.67 ms [2022-03-12 02:48:47 main:574] : INFO : Epoch 1807 | loss: 0.0310957 | val_loss: 0.0311094 | Time: 2154.65 ms [2022-03-12 02:48:49 main:574] : INFO : Epoch 1808 | loss: 0.031095 | val_loss: 0.0311074 | Time: 2225.48 ms [2022-03-12 02:48:52 main:574] : INFO : Epoch 1809 | loss: 0.0310943 | val_loss: 0.0311112 | Time: 2212.12 ms [2022-03-12 02:48:54 main:574] : INFO : Epoch 1810 | loss: 0.0310932 | val_loss: 0.0311074 | Time: 2191.13 ms [2022-03-12 02:48:56 main:574] : INFO : Epoch 1811 | loss: 0.0310919 | val_loss: 0.0311083 | Time: 2229.45 ms [2022-03-12 02:48:58 main:574] : INFO : Epoch 1812 | loss: 0.031093 | val_loss: 0.0311079 | Time: 2168.85 ms [2022-03-12 02:49:00 main:574] : INFO : Epoch 1813 | loss: 0.0310932 | val_loss: 0.0311097 | Time: 2251.73 ms [2022-03-12 02:49:03 main:574] : INFO : Epoch 1814 | loss: 0.0310929 | val_loss: 0.0311091 | Time: 2254.85 ms [2022-03-12 02:49:05 main:574] : INFO : Epoch 1815 | loss: 0.0310915 | val_loss: 0.0311076 | Time: 2159.48 ms [2022-03-12 02:49:07 main:574] : INFO : Epoch 1816 | loss: 0.0310908 | val_loss: 0.0311088 | Time: 2231.2 ms [2022-03-12 02:49:09 main:574] : INFO : Epoch 1817 | loss: 0.0310945 | val_loss: 0.0311081 | Time: 2175.1 ms [2022-03-12 02:49:12 main:574] : INFO : Epoch 1818 | loss: 0.031094 | val_loss: 0.0311077 | Time: 2265.83 ms [2022-03-12 02:49:14 main:574] : INFO : Epoch 1819 | loss: 0.031092 | val_loss: 0.0311085 | Time: 2255.66 ms [2022-03-12 02:49:16 main:574] : INFO : Epoch 1820 | loss: 0.0310902 | val_loss: 0.0311071 | Time: 2269.9 ms [2022-03-12 02:49:18 main:574] : INFO : Epoch 1821 | loss: 0.0310902 | val_loss: 0.0311086 | Time: 2166.68 ms [2022-03-12 02:49:20 main:574] : INFO : Epoch 1822 | loss: 0.0310899 | val_loss: 0.0311085 | Time: 2253.29 ms [2022-03-12 02:49:23 main:574] : INFO : Epoch 1823 | loss: 0.0310895 | val_loss: 0.0311049 | Time: 2239.14 ms [2022-03-12 02:49:25 main:574] : INFO : Epoch 1824 | loss: 0.03109 | val_loss: 0.031108 | Time: 2225.65 ms [2022-03-12 02:49:27 main:574] : INFO : Epoch 1825 | loss: 0.0310887 | val_loss: 0.031108 | Time: 2207.88 ms [2022-03-12 02:49:29 main:574] : INFO : Epoch 1826 | loss: 0.0310888 | val_loss: 0.0311133 | Time: 2172.66 ms [2022-03-12 02:49:32 main:574] : INFO : Epoch 1827 | loss: 0.0310886 | val_loss: 0.0311063 | Time: 2245.45 ms [2022-03-12 02:49:34 main:574] : INFO : Epoch 1828 | loss: 0.0310874 | val_loss: 0.0311091 | Time: 2245.53 ms [2022-03-12 02:49:36 main:574] : INFO : Epoch 1829 | loss: 0.0310869 | val_loss: 0.0311082 | Time: 2214.11 ms [2022-03-12 02:49:38 main:574] : INFO : Epoch 1830 | loss: 0.0310856 | val_loss: 0.0311074 | Time: 2205.13 ms [2022-03-12 02:49:41 main:574] : INFO : Epoch 1831 | loss: 0.0310859 | val_loss: 0.0311072 | Time: 2224.94 ms [2022-03-12 02:49:43 main:574] : INFO : Epoch 1832 | loss: 0.0310861 | val_loss: 0.031106 | Time: 2215.28 ms [2022-03-12 02:49:45 main:574] : INFO : Epoch 1833 | loss: 0.0310858 | val_loss: 0.0311045 | Time: 2221.48 ms [2022-03-12 02:49:47 main:574] : INFO : Epoch 1834 | loss: 0.0310861 | val_loss: 0.031105 | Time: 2188.62 ms [2022-03-12 02:49:49 main:574] : INFO : Epoch 1835 | loss: 0.0310887 | val_loss: 0.0311066 | Time: 2210.69 ms [2022-03-12 02:49:52 main:574] : INFO : Epoch 1836 | loss: 0.0310856 | val_loss: 0.031109 | Time: 2242.44 ms [2022-03-12 02:49:54 main:574] : INFO : Epoch 1837 | loss: 0.0310847 | val_loss: 0.0311068 | Time: 2277.38 ms [2022-03-12 02:49:56 main:574] : INFO : Epoch 1838 | loss: 0.0310838 | val_loss: 0.0311041 | Time: 2256.83 ms [2022-03-12 02:49:58 main:574] : INFO : Epoch 1839 | loss: 0.0310834 | val_loss: 0.0311085 | Time: 2223.4 ms [2022-03-12 02:50:01 main:574] : INFO : Epoch 1840 | loss: 0.0310851 | val_loss: 0.0311081 | Time: 2216.9 ms [2022-03-12 02:50:03 main:574] : INFO : Epoch 1841 | loss: 0.0310855 | val_loss: 0.0311076 | Time: 2275.21 ms [2022-03-12 02:50:05 main:574] : INFO : Epoch 1842 | loss: 0.0310828 | val_loss: 0.0311048 | Time: 2174.9 ms [2022-03-12 02:50:07 main:574] : INFO : Epoch 1843 | loss: 0.0310827 | val_loss: 0.0311036 | Time: 2202.95 ms [2022-03-12 02:50:09 main:574] : INFO : Epoch 1844 | loss: 0.0310839 | val_loss: 0.0311062 | Time: 2165.25 ms [2022-03-12 02:50:12 main:574] : INFO : Epoch 1845 | loss: 0.0310866 | val_loss: 0.0311084 | Time: 2212.31 ms [2022-03-12 02:50:14 main:574] : INFO : Epoch 1846 | loss: 0.0310861 | val_loss: 0.0311075 | Time: 2241.05 ms [2022-03-12 02:50:16 main:574] : INFO : Epoch 1847 | loss: 0.0310867 | val_loss: 0.0311061 | Time: 2187.91 ms [2022-03-12 02:50:18 main:574] : INFO : Epoch 1848 | loss: 0.0310976 | val_loss: 0.0311087 | Time: 2215.7 ms [2022-03-12 02:50:21 main:574] : INFO : Epoch 1849 | loss: 0.0310949 | val_loss: 0.0311043 | Time: 2167.52 ms [2022-03-12 02:50:23 main:574] : INFO : Epoch 1850 | loss: 0.031094 | val_loss: 0.0311076 | Time: 2218.39 ms [2022-03-12 02:50:25 main:574] : INFO : Epoch 1851 | loss: 0.0310909 | val_loss: 0.0311044 | Time: 2174.53 ms [2022-03-12 02:50:27 main:574] : INFO : Epoch 1852 | loss: 0.0310876 | val_loss: 0.0311031 | Time: 2235.03 ms [2022-03-12 02:50:29 main:574] : INFO : Epoch 1853 | loss: 0.0310881 | val_loss: 0.0311051 | Time: 2202.21 ms [2022-03-12 02:50:32 main:574] : INFO : Epoch 1854 | loss: 0.0310865 | val_loss: 0.0311032 | Time: 2191.31 ms [2022-03-12 02:50:34 main:574] : INFO : Epoch 1855 | loss: 0.0310865 | val_loss: 0.0311079 | Time: 2248.56 ms [2022-03-12 02:50:36 main:574] : INFO : Epoch 1856 | loss: 0.0310872 | val_loss: 0.0311039 | Time: 2299.53 ms [2022-03-12 02:50:38 main:574] : INFO : Epoch 1857 | loss: 0.0310839 | val_loss: 0.0311061 | Time: 2275.73 ms [2022-03-12 02:50:41 main:574] : INFO : Epoch 1858 | loss: 0.0310832 | val_loss: 0.0311048 | Time: 2201.79 ms [2022-03-12 02:50:43 main:574] : INFO : Epoch 1859 | loss: 0.031084 | val_loss: 0.0311013 | Time: 2203.21 ms [2022-03-12 02:50:45 main:574] : INFO : Epoch 1860 | loss: 0.0310827 | val_loss: 0.0311036 | Time: 2177.82 ms [2022-03-12 02:50:47 main:574] : INFO : Epoch 1861 | loss: 0.0310834 | val_loss: 0.0311053 | Time: 2249.2 ms [2022-03-12 02:50:49 main:574] : INFO : Epoch 1862 | loss: 0.031084 | val_loss: 0.0311059 | Time: 2173.24 ms [2022-03-12 02:50:52 main:574] : INFO : Epoch 1863 | loss: 0.0310852 | val_loss: 0.0311037 | Time: 2160.35 ms [2022-03-12 02:50:54 main:574] : INFO : Epoch 1864 | loss: 0.0310858 | val_loss: 0.0311082 | Time: 2253.39 ms [2022-03-12 02:50:56 main:574] : INFO : Epoch 1865 | loss: 0.0310834 | val_loss: 0.0311056 | Time: 2197.97 ms [2022-03-12 02:50:58 main:574] : INFO : Epoch 1866 | loss: 0.0310867 | val_loss: 0.0311031 | Time: 2195.93 ms [2022-03-12 02:51:01 main:574] : INFO : Epoch 1867 | loss: 0.031084 | val_loss: 0.0311039 | Time: 2196.33 ms [2022-03-12 02:51:03 main:574] : INFO : Epoch 1868 | loss: 0.0310842 | val_loss: 0.0311076 | Time: 2187.09 ms [2022-03-12 02:51:05 main:574] : INFO : Epoch 1869 | loss: 0.0310832 | val_loss: 0.0311083 | Time: 2164.81 ms [2022-03-12 02:51:07 main:574] : INFO : Epoch 1870 | loss: 0.0310821 | val_loss: 0.0311057 | Time: 2207.28 ms [2022-03-12 02:51:09 main:574] : INFO : Epoch 1871 | loss: 0.0310834 | val_loss: 0.0311016 | Time: 2218.28 ms [2022-03-12 02:51:11 main:574] : INFO : Epoch 1872 | loss: 0.0310827 | val_loss: 0.0311056 | Time: 2173.05 ms [2022-03-12 02:51:14 main:574] : INFO : Epoch 1873 | loss: 0.0310838 | val_loss: 0.0311065 | Time: 2211.94 ms [2022-03-12 02:51:16 main:574] : INFO : Epoch 1874 | loss: 0.0310827 | val_loss: 0.0311021 | Time: 2164.73 ms [2022-03-12 02:51:18 main:574] : INFO : Epoch 1875 | loss: 0.0310802 | val_loss: 0.0311025 | Time: 2258.83 ms [2022-03-12 02:51:20 main:574] : INFO : Epoch 1876 | loss: 0.0310821 | val_loss: 0.0311073 | Time: 2270.52 ms [2022-03-12 02:51:23 main:574] : INFO : Epoch 1877 | loss: 0.0310855 | val_loss: 0.0311054 | Time: 2289.56 ms [2022-03-12 02:51:25 main:574] : INFO : Epoch 1878 | loss: 0.031084 | val_loss: 0.0311064 | Time: 2206.59 ms [2022-03-12 02:51:27 main:574] : INFO : Epoch 1879 | loss: 0.031084 | val_loss: 0.0311078 | Time: 2192.75 ms [2022-03-12 02:51:29 main:574] : INFO : Epoch 1880 | loss: 0.0310821 | val_loss: 0.0311051 | Time: 2252.56 ms [2022-03-12 02:51:32 main:574] : INFO : Epoch 1881 | loss: 0.0310824 | val_loss: 0.031106 | Time: 2220.93 ms [2022-03-12 02:51:34 main:574] : INFO : Epoch 1882 | loss: 0.0310797 | val_loss: 0.0311065 | Time: 2230.87 ms [2022-03-12 02:51:36 main:574] : INFO : Epoch 1883 | loss: 0.0310795 | val_loss: 0.0311039 | Time: 2194.62 ms [2022-03-12 02:51:38 main:574] : INFO : Epoch 1884 | loss: 0.031078 | val_loss: 0.0311014 | Time: 2255.28 ms [2022-03-12 02:51:41 main:574] : INFO : Epoch 1885 | loss: 0.0310789 | val_loss: 0.0311021 | Time: 2229.95 ms [2022-03-12 02:51:43 main:574] : INFO : Epoch 1886 | loss: 0.0310798 | val_loss: 0.0311058 | Time: 2326.69 ms [2022-03-12 02:51:45 main:574] : INFO : Epoch 1887 | loss: 0.0310794 | val_loss: 0.0311015 | Time: 2165.5 ms [2022-03-12 02:51:47 main:574] : INFO : Epoch 1888 | loss: 0.031082 | val_loss: 0.0311093 | Time: 2194.96 ms [2022-03-12 02:51:49 main:574] : INFO : Epoch 1889 | loss: 0.0310823 | val_loss: 0.0311044 | Time: 2219.28 ms [2022-03-12 02:51:52 main:574] : INFO : Epoch 1890 | loss: 0.0310843 | val_loss: 0.0311032 | Time: 2205.35 ms [2022-03-12 02:51:54 main:574] : INFO : Epoch 1891 | loss: 0.0310814 | val_loss: 0.0311039 | Time: 2176.74 ms [2022-03-12 02:51:56 main:574] : INFO : Epoch 1892 | loss: 0.0310815 | val_loss: 0.0311034 | Time: 2216.98 ms [2022-03-12 02:51:58 main:574] : INFO : Epoch 1893 | loss: 0.0310789 | val_loss: 0.0311052 | Time: 2204.77 ms [2022-03-12 02:52:00 main:574] : INFO : Epoch 1894 | loss: 0.0310787 | val_loss: 0.0311067 | Time: 2169.35 ms [2022-03-12 02:52:03 main:574] : INFO : Epoch 1895 | loss: 0.0310791 | val_loss: 0.0311047 | Time: 2248.23 ms [2022-03-12 02:52:05 main:574] : INFO : Epoch 1896 | loss: 0.0310781 | val_loss: 0.0311027 | Time: 2251.95 ms [2022-03-12 02:52:07 main:574] : INFO : Epoch 1897 | loss: 0.0310796 | val_loss: 0.0311062 | Time: 2169.97 ms [2022-03-12 02:52:09 main:574] : INFO : Epoch 1898 | loss: 0.0310799 | val_loss: 0.0311035 | Time: 2211.19 ms [2022-03-12 02:52:12 main:574] : INFO : Epoch 1899 | loss: 0.0310785 | val_loss: 0.0311019 | Time: 2253.32 ms [2022-03-12 02:52:14 main:574] : INFO : Epoch 1900 | loss: 0.0310797 | val_loss: 0.0311012 | Time: 2173.68 ms [2022-03-12 02:52:16 main:574] : INFO : Epoch 1901 | loss: 0.0310779 | val_loss: 0.0311026 | Time: 2193.02 ms [2022-03-12 02:52:18 main:574] : INFO : Epoch 1902 | loss: 0.031078 | val_loss: 0.0311025 | Time: 2223.13 ms [2022-03-12 02:52:20 main:574] : INFO : Epoch 1903 | loss: 0.0310771 | val_loss: 0.0311027 | Time: 2202.51 ms [2022-03-12 02:52:23 main:574] : INFO : Epoch 1904 | loss: 0.0310768 | val_loss: 0.0311058 | Time: 2234.19 ms [2022-03-12 02:52:25 main:574] : INFO : Epoch 1905 | loss: 0.0310783 | val_loss: 0.0311032 | Time: 2263.07 ms [2022-03-12 02:52:27 main:574] : INFO : Epoch 1906 | loss: 0.0310806 | val_loss: 0.0311042 | Time: 2221.44 ms [2022-03-12 02:52:29 main:574] : INFO : Epoch 1907 | loss: 0.0310796 | val_loss: 0.0311054 | Time: 2175.83 ms [2022-03-12 02:52:32 main:574] : INFO : Epoch 1908 | loss: 0.0310806 | val_loss: 0.0311103 | Time: 2228.26 ms [2022-03-12 02:52:34 main:574] : INFO : Epoch 1909 | loss: 0.0310808 | val_loss: 0.0311059 | Time: 2160.92 ms [2022-03-12 02:52:36 main:574] : INFO : Epoch 1910 | loss: 0.0310855 | val_loss: 0.0311116 | Time: 2153.99 ms [2022-03-12 02:52:38 main:574] : INFO : Epoch 1911 | loss: 0.031091 | val_loss: 0.0311073 | Time: 2193.43 ms [2022-03-12 02:52:40 main:574] : INFO : Epoch 1912 | loss: 0.0310873 | val_loss: 0.0311144 | Time: 2159.32 ms [2022-03-12 02:52:43 main:574] : INFO : Epoch 1913 | loss: 0.0310876 | val_loss: 0.0311064 | Time: 2253.99 ms [2022-03-12 02:52:45 main:574] : INFO : Epoch 1914 | loss: 0.0310847 | val_loss: 0.0311029 | Time: 2289.93 ms [2022-03-12 02:52:47 main:574] : INFO : Epoch 1915 | loss: 0.0310808 | val_loss: 0.031104 | Time: 2231.35 ms [2022-03-12 02:52:49 main:574] : INFO : Epoch 1916 | loss: 0.0310794 | val_loss: 0.0311053 | Time: 2202.89 ms [2022-03-12 02:52:51 main:574] : INFO : Epoch 1917 | loss: 0.0310785 | val_loss: 0.0311028 | Time: 2214.05 ms [2022-03-12 02:52:54 main:574] : INFO : Epoch 1918 | loss: 0.0310776 | val_loss: 0.0311039 | Time: 2213.66 ms [2022-03-12 02:52:56 main:574] : INFO : Epoch 1919 | loss: 0.0310847 | val_loss: 0.0311095 | Time: 2238.46 ms [2022-03-12 02:52:58 main:574] : INFO : Epoch 1920 | loss: 0.0310907 | val_loss: 0.0311159 | Time: 2202.43 ms [2022-03-12 02:53:00 main:574] : INFO : Epoch 1921 | loss: 0.0310949 | val_loss: 0.0311085 | Time: 2256.42 ms [2022-03-12 02:53:03 main:574] : INFO : Epoch 1922 | loss: 0.0310879 | val_loss: 0.0311116 | Time: 2223 ms [2022-03-12 02:53:05 main:574] : INFO : Epoch 1923 | loss: 0.0310866 | val_loss: 0.0311079 | Time: 2230.01 ms [2022-03-12 02:53:07 main:574] : INFO : Epoch 1924 | loss: 0.0310848 | val_loss: 0.0311061 | Time: 2217.68 ms [2022-03-12 02:53:09 main:574] : INFO : Epoch 1925 | loss: 0.0310866 | val_loss: 0.0311068 | Time: 2196.36 ms [2022-03-12 02:53:12 main:574] : INFO : Epoch 1926 | loss: 0.0310884 | val_loss: 0.0311133 | Time: 2244.82 ms [2022-03-12 02:53:14 main:574] : INFO : Epoch 1927 | loss: 0.0310847 | val_loss: 0.0311023 | Time: 2197.39 ms [2022-03-12 02:53:16 main:574] : INFO : Epoch 1928 | loss: 0.0310813 | val_loss: 0.0311021 | Time: 2212.82 ms [2022-03-12 02:53:18 main:574] : INFO : Epoch 1929 | loss: 0.0310817 | val_loss: 0.0311059 | Time: 2222.16 ms [2022-03-12 02:53:20 main:574] : INFO : Epoch 1930 | loss: 0.0310812 | val_loss: 0.0311061 | Time: 2204.22 ms [2022-03-12 02:53:23 main:574] : INFO : Epoch 1931 | loss: 0.0310822 | val_loss: 0.0311049 | Time: 2176.76 ms [2022-03-12 02:53:25 main:574] : INFO : Epoch 1932 | loss: 0.0310789 | val_loss: 0.0311039 | Time: 2258.8 ms [2022-03-12 02:53:27 main:574] : INFO : Epoch 1933 | loss: 0.0310791 | val_loss: 0.031108 | Time: 2247.65 ms [2022-03-12 02:53:29 main:574] : INFO : Epoch 1934 | loss: 0.0310809 | val_loss: 0.0311025 | Time: 2248.23 ms [2022-03-12 02:53:32 main:574] : INFO : Epoch 1935 | loss: 0.0310809 | val_loss: 0.0311045 | Time: 2180.74 ms [2022-03-12 02:53:34 main:574] : INFO : Epoch 1936 | loss: 0.0310798 | val_loss: 0.0311069 | Time: 2202.52 ms [2022-03-12 02:53:36 main:574] : INFO : Epoch 1937 | loss: 0.0310795 | val_loss: 0.0311043 | Time: 2200.18 ms [2022-03-12 02:53:38 main:574] : INFO : Epoch 1938 | loss: 0.0310789 | val_loss: 0.0311046 | Time: 2183.39 ms [2022-03-12 02:53:40 main:574] : INFO : Epoch 1939 | loss: 0.0310753 | val_loss: 0.0311036 | Time: 2200.17 ms [2022-03-12 02:53:43 main:574] : INFO : Epoch 1940 | loss: 0.0310744 | val_loss: 0.031104 | Time: 2217.46 ms [2022-03-12 02:53:45 main:574] : INFO : Epoch 1941 | loss: 0.0310749 | val_loss: 0.0311057 | Time: 2163.33 ms [2022-03-12 02:53:47 main:574] : INFO : Epoch 1942 | loss: 0.0310756 | val_loss: 0.0311046 | Time: 2187.31 ms [2022-03-12 02:53:49 main:574] : INFO : Epoch 1943 | loss: 0.031076 | val_loss: 0.0311034 | Time: 2249.76 ms [2022-03-12 02:53:51 main:574] : INFO : Epoch 1944 | loss: 0.0310764 | val_loss: 0.0311052 | Time: 2261.64 ms [2022-03-12 02:53:54 main:574] : INFO : Epoch 1945 | loss: 0.0310749 | val_loss: 0.0311048 | Time: 2266.88 ms [2022-03-12 02:53:56 main:574] : INFO : Epoch 1946 | loss: 0.031075 | val_loss: 0.0311092 | Time: 2207.73 ms [2022-03-12 02:53:58 main:574] : INFO : Epoch 1947 | loss: 0.0310828 | val_loss: 0.0311079 | Time: 2254.6 ms [2022-03-12 02:54:00 main:574] : INFO : Epoch 1948 | loss: 0.0310808 | val_loss: 0.0311083 | Time: 2165.57 ms [2022-03-12 02:54:03 main:574] : INFO : Epoch 1949 | loss: 0.0310782 | val_loss: 0.0311102 | Time: 2217.13 ms [2022-03-12 02:54:05 main:574] : INFO : Epoch 1950 | loss: 0.0310762 | val_loss: 0.031105 | Time: 2197.85 ms [2022-03-12 02:54:07 main:574] : INFO : Epoch 1951 | loss: 0.0310774 | val_loss: 0.0311076 | Time: 2157.46 ms [2022-03-12 02:54:09 main:574] : INFO : Epoch 1952 | loss: 0.0310832 | val_loss: 0.0311069 | Time: 2230.75 ms [2022-03-12 02:54:12 main:574] : INFO : Epoch 1953 | loss: 0.0310838 | val_loss: 0.0311062 | Time: 2302.18 ms [2022-03-12 02:54:14 main:574] : INFO : Epoch 1954 | loss: 0.0310815 | val_loss: 0.0311039 | Time: 2216.63 ms [2022-03-12 02:54:16 main:574] : INFO : Epoch 1955 | loss: 0.0310815 | val_loss: 0.0311065 | Time: 2226.84 ms [2022-03-12 02:54:18 main:574] : INFO : Epoch 1956 | loss: 0.0310821 | val_loss: 0.0311068 | Time: 2222.24 ms [2022-03-12 02:54:20 main:574] : INFO : Epoch 1957 | loss: 0.0310828 | val_loss: 0.0311076 | Time: 2210.2 ms [2022-03-12 02:54:23 main:574] : INFO : Epoch 1958 | loss: 0.0310796 | val_loss: 0.031105 | Time: 2248.45 ms [2022-03-12 02:54:25 main:574] : INFO : Epoch 1959 | loss: 0.0310802 | val_loss: 0.0311035 | Time: 2222.8 ms [2022-03-12 02:54:27 main:574] : INFO : Epoch 1960 | loss: 0.0310873 | val_loss: 0.0311059 | Time: 2152.03 ms [2022-03-12 02:54:29 main:574] : INFO : Epoch 1961 | loss: 0.0310853 | val_loss: 0.0311059 | Time: 2258.59 ms [2022-03-12 02:54:32 main:574] : INFO : Epoch 1962 | loss: 0.0310821 | val_loss: 0.0311024 | Time: 2245.16 ms [2022-03-12 02:54:34 main:574] : INFO : Epoch 1963 | loss: 0.0310834 | val_loss: 0.0311016 | Time: 2263.09 ms [2022-03-12 02:54:36 main:574] : INFO : Epoch 1964 | loss: 0.0310792 | val_loss: 0.0311039 | Time: 2197.33 ms [2022-03-12 02:54:38 main:574] : INFO : Epoch 1965 | loss: 0.0310812 | val_loss: 0.0310987 | Time: 2261.16 ms [2022-03-12 02:54:41 main:574] : INFO : Epoch 1966 | loss: 0.0310812 | val_loss: 0.0310993 | Time: 2199.93 ms [2022-03-12 02:54:43 main:574] : INFO : Epoch 1967 | loss: 0.0310786 | val_loss: 0.0311033 | Time: 2213.51 ms [2022-03-12 02:54:45 main:574] : INFO : Epoch 1968 | loss: 0.0310792 | val_loss: 0.0311027 | Time: 2203.09 ms [2022-03-12 02:54:47 main:574] : INFO : Epoch 1969 | loss: 0.0310815 | val_loss: 0.0311056 | Time: 2221.43 ms [2022-03-12 02:54:49 main:574] : INFO : Epoch 1970 | loss: 0.0310797 | val_loss: 0.031106 | Time: 2217.63 ms [2022-03-12 02:54:52 main:574] : INFO : Epoch 1971 | loss: 0.0310772 | val_loss: 0.0311047 | Time: 2209.53 ms [2022-03-12 02:54:54 main:574] : INFO : Epoch 1972 | loss: 0.0310774 | val_loss: 0.0311063 | Time: 2253.75 ms [2022-03-12 02:54:56 main:574] : INFO : Epoch 1973 | loss: 0.0310809 | val_loss: 0.031102 | Time: 2194.53 ms [2022-03-12 02:54:58 main:574] : INFO : Epoch 1974 | loss: 0.0310841 | val_loss: 0.0311034 | Time: 2195.34 ms [2022-03-12 02:55:01 main:574] : INFO : Epoch 1975 | loss: 0.0310797 | val_loss: 0.0311016 | Time: 2212.97 ms [2022-03-12 02:55:03 main:574] : INFO : Epoch 1976 | loss: 0.0310784 | val_loss: 0.0311047 | Time: 2178.07 ms [2022-03-12 02:55:05 main:574] : INFO : Epoch 1977 | loss: 0.0310786 | val_loss: 0.0311001 | Time: 2297.86 ms [2022-03-12 02:55:07 main:574] : INFO : Epoch 1978 | loss: 0.0310785 | val_loss: 0.0311076 | Time: 2192.61 ms [2022-03-12 02:55:09 main:574] : INFO : Epoch 1979 | loss: 0.0310775 | val_loss: 0.0311008 | Time: 2248.32 ms [2022-03-12 02:55:12 main:574] : INFO : Epoch 1980 | loss: 0.0310766 | val_loss: 0.0311058 | Time: 2280.52 ms [2022-03-12 02:55:14 main:574] : INFO : Epoch 1981 | loss: 0.031078 | val_loss: 0.0311035 | Time: 2231.15 ms [2022-03-12 02:55:16 main:574] : INFO : Epoch 1982 | loss: 0.031076 | val_loss: 0.0311024 | Time: 2203.3 ms [2022-03-12 02:55:18 main:574] : INFO : Epoch 1983 | loss: 0.0310783 | val_loss: 0.0311036 | Time: 2220.79 ms [2022-03-12 02:55:21 main:574] : INFO : Epoch 1984 | loss: 0.0310768 | val_loss: 0.0311014 | Time: 2285.11 ms [2022-03-12 02:55:23 main:574] : INFO : Epoch 1985 | loss: 0.0310768 | val_loss: 0.0311035 | Time: 2185.28 ms [2022-03-12 02:55:25 main:574] : INFO : Epoch 1986 | loss: 0.0310747 | val_loss: 0.0311064 | Time: 2228.83 ms [2022-03-12 02:55:27 main:574] : INFO : Epoch 1987 | loss: 0.0310841 | val_loss: 0.0311048 | Time: 2196.17 ms [2022-03-12 02:55:30 main:574] : INFO : Epoch 1988 | loss: 0.0310868 | val_loss: 0.031103 | Time: 2205.81 ms [2022-03-12 02:55:32 main:574] : INFO : Epoch 1989 | loss: 0.0310819 | val_loss: 0.0311011 | Time: 2180.41 ms [2022-03-12 02:55:34 main:574] : INFO : Epoch 1990 | loss: 0.031079 | val_loss: 0.0310988 | Time: 2179.24 ms [2022-03-12 02:55:36 main:574] : INFO : Epoch 1991 | loss: 0.0310764 | val_loss: 0.0311026 | Time: 2191.92 ms [2022-03-12 02:55:38 main:574] : INFO : Epoch 1992 | loss: 0.0310757 | val_loss: 0.0311064 | Time: 2225.34 ms [2022-03-12 02:55:41 main:574] : INFO : Epoch 1993 | loss: 0.0310763 | val_loss: 0.0311011 | Time: 2230.52 ms [2022-03-12 02:55:43 main:574] : INFO : Epoch 1994 | loss: 0.031076 | val_loss: 0.0310995 | Time: 2208.04 ms [2022-03-12 02:55:45 main:574] : INFO : Epoch 1995 | loss: 0.0310754 | val_loss: 0.0311007 | Time: 2157.18 ms [2022-03-12 02:55:47 main:574] : INFO : Epoch 1996 | loss: 0.0310736 | val_loss: 0.0311037 | Time: 2229.06 ms [2022-03-12 02:55:49 main:574] : INFO : Epoch 1997 | loss: 0.0310735 | val_loss: 0.0311062 | Time: 2181.11 ms [2022-03-12 02:55:52 main:574] : INFO : Epoch 1998 | loss: 0.0310737 | val_loss: 0.0311057 | Time: 2198.97 ms [2022-03-12 02:55:54 main:574] : INFO : Epoch 1999 | loss: 0.0310736 | val_loss: 0.031104 | Time: 2260.88 ms [2022-03-12 02:55:56 main:574] : INFO : Epoch 2000 | loss: 0.0310741 | val_loss: 0.0311065 | Time: 2313.19 ms [2022-03-12 02:55:58 main:574] : INFO : Epoch 2001 | loss: 0.0310747 | val_loss: 0.0311065 | Time: 2220.24 ms [2022-03-12 02:56:01 main:574] : INFO : Epoch 2002 | loss: 0.031075 | val_loss: 0.0311085 | Time: 2210.06 ms [2022-03-12 02:56:03 main:574] : INFO : Epoch 2003 | loss: 0.0310742 | val_loss: 0.031102 | Time: 2198.75 ms [2022-03-12 02:56:05 main:574] : INFO : Epoch 2004 | loss: 0.0310753 | val_loss: 0.0311052 | Time: 2205.66 ms [2022-03-12 02:56:07 main:574] : INFO : Epoch 2005 | loss: 0.0310742 | val_loss: 0.0311018 | Time: 2209.02 ms [2022-03-12 02:56:09 main:574] : INFO : Epoch 2006 | loss: 0.0310738 | val_loss: 0.031104 | Time: 2223.11 ms [2022-03-12 02:56:12 main:574] : INFO : Epoch 2007 | loss: 0.0310752 | val_loss: 0.0311033 | Time: 2181.87 ms [2022-03-12 02:56:14 main:574] : INFO : Epoch 2008 | loss: 0.0310771 | val_loss: 0.0311042 | Time: 2210.78 ms [2022-03-12 02:56:16 main:574] : INFO : Epoch 2009 | loss: 0.0310781 | val_loss: 0.0311042 | Time: 2315.84 ms [2022-03-12 02:56:18 main:574] : INFO : Epoch 2010 | loss: 0.0310809 | val_loss: 0.0311103 | Time: 2232.34 ms [2022-03-12 02:56:21 main:574] : INFO : Epoch 2011 | loss: 0.0310766 | val_loss: 0.0311041 | Time: 2229.42 ms [2022-03-12 02:56:23 main:574] : INFO : Epoch 2012 | loss: 0.0310755 | val_loss: 0.0311022 | Time: 2184.87 ms [2022-03-12 02:56:25 main:574] : INFO : Epoch 2013 | loss: 0.0310744 | val_loss: 0.0311072 | Time: 2226.7 ms [2022-03-12 02:56:27 main:574] : INFO : Epoch 2014 | loss: 0.0310746 | val_loss: 0.0311014 | Time: 2203.26 ms [2022-03-12 02:56:29 main:574] : INFO : Epoch 2015 | loss: 0.0310721 | val_loss: 0.0311046 | Time: 2201.68 ms [2022-03-12 02:56:32 main:574] : INFO : Epoch 2016 | loss: 0.0310741 | val_loss: 0.0311025 | Time: 2228.85 ms [2022-03-12 02:56:34 main:574] : INFO : Epoch 2017 | loss: 0.0310721 | val_loss: 0.0311034 | Time: 2191.06 ms [2022-03-12 02:56:36 main:574] : INFO : Epoch 2018 | loss: 0.0310726 | val_loss: 0.0311008 | Time: 2244.3 ms [2022-03-12 02:56:38 main:574] : INFO : Epoch 2019 | loss: 0.0310765 | val_loss: 0.0311056 | Time: 2228.59 ms [2022-03-12 02:56:41 main:574] : INFO : Epoch 2020 | loss: 0.0310817 | val_loss: 0.0311033 | Time: 2154.39 ms [2022-03-12 02:56:43 main:574] : INFO : Epoch 2021 | loss: 0.0310852 | val_loss: 0.0311033 | Time: 2198.02 ms [2022-03-12 02:56:45 main:574] : INFO : Epoch 2022 | loss: 0.0310869 | val_loss: 0.0311074 | Time: 2183.36 ms [2022-03-12 02:56:47 main:574] : INFO : Epoch 2023 | loss: 0.0310822 | val_loss: 0.0311031 | Time: 2215.2 ms [2022-03-12 02:56:49 main:574] : INFO : Epoch 2024 | loss: 0.0310839 | val_loss: 0.0311027 | Time: 2253.37 ms [2022-03-12 02:56:52 main:574] : INFO : Epoch 2025 | loss: 0.0310848 | val_loss: 0.0311058 | Time: 2182.66 ms [2022-03-12 02:56:54 main:574] : INFO : Epoch 2026 | loss: 0.0310803 | val_loss: 0.0311069 | Time: 2165.02 ms [2022-03-12 02:56:56 main:574] : INFO : Epoch 2027 | loss: 0.0310817 | val_loss: 0.0311028 | Time: 2243.55 ms [2022-03-12 02:56:58 main:574] : INFO : Epoch 2028 | loss: 0.0310815 | val_loss: 0.0311053 | Time: 2270.29 ms [2022-03-12 02:57:01 main:574] : INFO : Epoch 2029 | loss: 0.0310817 | val_loss: 0.0311032 | Time: 2266.81 ms [2022-03-12 02:57:03 main:574] : INFO : Epoch 2030 | loss: 0.0310844 | val_loss: 0.0311038 | Time: 2276.07 ms [2022-03-12 02:57:05 main:574] : INFO : Epoch 2031 | loss: 0.0310841 | val_loss: 0.0311045 | Time: 2229.1 ms [2022-03-12 02:57:07 main:574] : INFO : Epoch 2032 | loss: 0.0310814 | val_loss: 0.0311021 | Time: 2247.48 ms [2022-03-12 02:57:10 main:574] : INFO : Epoch 2033 | loss: 0.0310797 | val_loss: 0.0311004 | Time: 2258.72 ms [2022-03-12 02:57:12 main:574] : INFO : Epoch 2034 | loss: 0.0310802 | val_loss: 0.0311045 | Time: 2240.75 ms [2022-03-12 02:57:14 main:574] : INFO : Epoch 2035 | loss: 0.0310797 | val_loss: 0.0311041 | Time: 2234.46 ms [2022-03-12 02:57:16 main:574] : INFO : Epoch 2036 | loss: 0.0310801 | val_loss: 0.0311021 | Time: 2209.21 ms [2022-03-12 02:57:19 main:574] : INFO : Epoch 2037 | loss: 0.0310775 | val_loss: 0.0311052 | Time: 2240.52 ms [2022-03-12 02:57:21 main:574] : INFO : Epoch 2038 | loss: 0.0310778 | val_loss: 0.0311043 | Time: 2252.25 ms [2022-03-12 02:57:23 main:574] : INFO : Epoch 2039 | loss: 0.0310814 | val_loss: 0.0311139 | Time: 2260.4 ms [2022-03-12 02:57:25 main:574] : INFO : Epoch 2040 | loss: 0.0310916 | val_loss: 0.0311056 | Time: 2214.83 ms [2022-03-12 02:57:27 main:574] : INFO : Epoch 2041 | loss: 0.0310853 | val_loss: 0.0311026 | Time: 2168.83 ms [2022-03-12 02:57:30 main:574] : INFO : Epoch 2042 | loss: 0.0310826 | val_loss: 0.031099 | Time: 2235.91 ms [2022-03-12 02:57:32 main:574] : INFO : Epoch 2043 | loss: 0.0310777 | val_loss: 0.0310979 | Time: 2169.72 ms [2022-03-12 02:57:34 main:574] : INFO : Epoch 2044 | loss: 0.0310764 | val_loss: 0.0311005 | Time: 2213.82 ms [2022-03-12 02:57:36 main:574] : INFO : Epoch 2045 | loss: 0.0310765 | val_loss: 0.0311027 | Time: 2222.34 ms [2022-03-12 02:57:39 main:574] : INFO : Epoch 2046 | loss: 0.0310754 | val_loss: 0.0311015 | Time: 2222.41 ms [2022-03-12 02:57:41 main:574] : INFO : Epoch 2047 | loss: 0.0310756 | val_loss: 0.0311009 | Time: 2244.74 ms [2022-03-12 02:57:43 main:574] : INFO : Epoch 2048 | loss: 0.0310773 | val_loss: 0.0310988 | Time: 2246.39 ms [2022-03-12 02:57:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310988 [2022-03-12 02:57:43 main:603] : INFO : Saving end state to config to file [2022-03-12 02:57:43 main:608] : INFO : Success, exiting.. 02:57:43 (144): 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)