Task 14627601
| Name | ParityModified-1647046013-8955-3-0_2 |
| Workunit | 11427261 |
| Created | 24 Apr 2022, 8:08:09 UTC |
| Sent | 24 Apr 2022, 8:08:34 UTC |
| Report deadline | 2 May 2022, 8:08:34 UTC |
| Received | 25 Apr 2022, 11:30:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 1 hours 21 min 44 sec |
| CPU time | 1 hours 19 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311968 | val_loss: 0.0312052 | Time: 2152.74 ms [2022-04-25 13:10:47 main:581] : INFO : Epoch 1539 | loss: 0.0311983 | val_loss: 0.0312023 | Time: 2207.32 ms [2022-04-25 13:10:50 main:581] : INFO : Epoch 1540 | loss: 0.0311987 | val_loss: 0.0312042 | Time: 2388.95 ms [2022-04-25 13:10:52 main:581] : INFO : Epoch 1541 | loss: 0.0311965 | val_loss: 0.0312025 | Time: 2695.89 ms [2022-04-25 13:10:55 main:581] : INFO : Epoch 1542 | loss: 0.0311962 | val_loss: 0.0312011 | Time: 2186.07 ms [2022-04-25 13:10:57 main:581] : INFO : Epoch 1543 | loss: 0.0311954 | val_loss: 0.0312008 | Time: 2189.67 ms [2022-04-25 13:10:59 main:581] : INFO : Epoch 1544 | loss: 0.0311943 | val_loss: 0.0312031 | Time: 2267.36 ms [2022-04-25 13:11:02 main:581] : INFO : Epoch 1545 | loss: 0.0311946 | val_loss: 0.0312013 | Time: 2636 ms [2022-04-25 13:11:04 main:581] : INFO : Epoch 1546 | loss: 0.0311947 | val_loss: 0.0312003 | Time: 2237.39 ms [2022-04-25 13:11:06 main:581] : INFO : Epoch 1547 | loss: 0.0311953 | val_loss: 0.0312013 | Time: 2171.43 ms [2022-04-25 13:11:08 main:581] : INFO : Epoch 1548 | loss: 0.0311946 | val_loss: 0.0312014 | Time: 2201.45 ms [2022-04-25 13:11:11 main:581] : INFO : Epoch 1549 | loss: 0.0311951 | val_loss: 0.0312008 | Time: 2652.9 ms [2022-04-25 13:11:13 main:581] : INFO : Epoch 1550 | loss: 0.0311943 | val_loss: 0.0312011 | Time: 2348.43 ms [2022-04-25 13:11:15 main:581] : INFO : Epoch 1551 | loss: 0.0311945 | val_loss: 0.0312003 | Time: 2166.59 ms [2022-04-25 13:11:18 main:581] : INFO : Epoch 1552 | loss: 0.0311936 | val_loss: 0.0312003 | Time: 2204.45 ms [2022-04-25 13:11:20 main:581] : INFO : Epoch 1553 | loss: 0.0311948 | val_loss: 0.0311996 | Time: 2534.18 ms [2022-04-25 13:11:23 main:581] : INFO : Epoch 1554 | loss: 0.0311958 | val_loss: 0.0311991 | Time: 2533.94 ms [2022-04-25 13:11:25 main:581] : INFO : Epoch 1555 | loss: 0.0311939 | val_loss: 0.0312032 | Time: 2169.44 ms [2022-04-25 13:11:27 main:581] : INFO : Epoch 1556 | loss: 0.0311953 | val_loss: 0.0312002 | Time: 2207.12 ms [2022-04-25 13:11:29 main:581] : INFO : Epoch 1557 | loss: 0.0312038 | val_loss: 0.031203 | Time: 2321.24 ms [2022-04-25 13:11:32 main:581] : INFO : Epoch 1558 | loss: 0.031199 | val_loss: 0.0312054 | Time: 2534.23 ms [2022-04-25 13:11:34 main:581] : INFO : Epoch 1559 | loss: 0.0311954 | val_loss: 0.0312019 | Time: 2234.65 ms [2022-04-25 13:11:36 main:581] : INFO : Epoch 1560 | loss: 0.0311959 | val_loss: 0.0312016 | Time: 2196.28 ms [2022-04-25 13:11:39 main:581] : INFO : Epoch 1561 | loss: 0.0311947 | val_loss: 0.0312057 | Time: 2222.73 ms [2022-04-25 13:11:41 main:581] : INFO : Epoch 1562 | loss: 0.0311968 | val_loss: 0.0312011 | Time: 2577.58 ms [2022-04-25 13:11:43 main:581] : INFO : Epoch 1563 | loss: 0.0311955 | val_loss: 0.0312037 | Time: 2263.99 ms [2022-04-25 13:11:46 main:581] : INFO : Epoch 1564 | loss: 0.0311949 | val_loss: 0.0312016 | Time: 2203.11 ms [2022-04-25 13:11:48 main:581] : INFO : Epoch 1565 | loss: 0.0311938 | val_loss: 0.0312023 | Time: 2239.51 ms [2022-04-25 13:11:50 main:581] : INFO : Epoch 1566 | loss: 0.0311948 | val_loss: 0.0312014 | Time: 2412.85 ms [2022-04-25 13:11:53 main:581] : INFO : Epoch 1567 | loss: 0.0311947 | val_loss: 0.031202 | Time: 2406.94 ms [2022-04-25 13:11:55 main:581] : INFO : Epoch 1568 | loss: 0.0311954 | val_loss: 0.0312021 | Time: 2207.75 ms [2022-04-25 13:11:57 main:581] : INFO : Epoch 1569 | loss: 0.0311944 | val_loss: 0.0311998 | Time: 2305.13 ms [2022-04-25 13:12:00 main:581] : INFO : Epoch 1570 | loss: 0.0311933 | val_loss: 0.0311995 | Time: 2272 ms [2022-04-25 13:12:02 main:581] : INFO : Epoch 1571 | loss: 0.0311922 | val_loss: 0.0312009 | Time: 2539.52 ms [2022-04-25 13:12:04 main:581] : INFO : Epoch 1572 | loss: 0.0311924 | val_loss: 0.0312004 | Time: 2242 ms [2022-04-25 13:12:07 main:581] : INFO : Epoch 1573 | loss: 0.0311918 | val_loss: 0.0312023 | Time: 2267.66 ms [2022-04-25 13:12:09 main:581] : INFO : Epoch 1574 | loss: 0.0311935 | val_loss: 0.0312001 | Time: 2258.17 ms [2022-04-25 13:12:11 main:581] : INFO : Epoch 1575 | loss: 0.031193 | val_loss: 0.0312014 | Time: 2504.56 ms [2022-04-25 13:12:14 main:581] : INFO : Epoch 1576 | loss: 0.0311944 | val_loss: 0.0312005 | Time: 2339.28 ms [2022-04-25 13:12:16 main:581] : INFO : Epoch 1577 | loss: 0.0311982 | val_loss: 0.0312023 | Time: 2234.58 ms [2022-04-25 13:12:18 main:581] : INFO : Epoch 1578 | loss: 0.0312006 | val_loss: 0.0311999 | Time: 2292.18 ms [2022-04-25 13:12:21 main:581] : INFO : Epoch 1579 | loss: 0.0311998 | val_loss: 0.031204 | Time: 2341.03 ms [2022-04-25 13:12:23 main:581] : INFO : Epoch 1580 | loss: 0.0312046 | val_loss: 0.0312037 | Time: 2522.6 ms [2022-04-25 13:12:25 main:581] : INFO : Epoch 1581 | loss: 0.0312035 | val_loss: 0.0312034 | Time: 2230.92 ms [2022-04-25 13:12:28 main:581] : INFO : Epoch 1582 | loss: 0.0312032 | val_loss: 0.0312048 | Time: 2274 ms [2022-04-25 13:12:30 main:581] : INFO : Epoch 1583 | loss: 0.0313687 | val_loss: 0.0335243 | Time: 2262.14 ms [2022-04-25 13:12:32 main:581] : INFO : Epoch 1584 | loss: 0.0335695 | val_loss: 0.0316358 | Time: 2607.08 ms [2022-04-25 13:12:35 main:581] : INFO : Epoch 1585 | loss: 0.0315417 | val_loss: 0.0313129 | Time: 2274.47 ms [2022-04-25 13:12:37 main:581] : INFO : Epoch 1586 | loss: 0.0312824 | val_loss: 0.03124 | Time: 2241.93 ms [2022-04-25 13:12:39 main:581] : INFO : Epoch 1587 | loss: 0.0312313 | val_loss: 0.031223 | Time: 2255.46 ms [2022-04-25 13:12:42 main:581] : INFO : Epoch 1588 | loss: 0.0312195 | val_loss: 0.0312219 | Time: 2527.69 ms [2022-04-25 13:12:44 main:581] : INFO : Epoch 1589 | loss: 0.0312152 | val_loss: 0.0312116 | Time: 2462.3 ms [2022-04-25 13:12:46 main:581] : INFO : Epoch 1590 | loss: 0.0312113 | val_loss: 0.0312093 | Time: 2182.76 ms [2022-04-25 13:12:49 main:581] : INFO : Epoch 1591 | loss: 0.0312135 | val_loss: 0.0312088 | Time: 2266.64 ms [2022-04-25 13:12:51 main:581] : INFO : Epoch 1592 | loss: 0.0312121 | val_loss: 0.0312066 | Time: 2375.64 ms [2022-04-25 13:12:54 main:581] : INFO : Epoch 1593 | loss: 0.0312055 | val_loss: 0.0312043 | Time: 2614.69 ms [2022-04-25 13:12:56 main:581] : INFO : Epoch 1594 | loss: 0.0312036 | val_loss: 0.0312038 | Time: 2196.42 ms [2022-04-25 13:12:58 main:581] : INFO : Epoch 1595 | loss: 0.0312017 | val_loss: 0.0312068 | Time: 2261.64 ms [2022-04-25 13:13:00 main:581] : INFO : Epoch 1596 | loss: 0.0312 | val_loss: 0.0312037 | Time: 2251.71 ms [2022-04-25 13:13:03 main:581] : INFO : Epoch 1597 | loss: 0.0311997 | val_loss: 0.0312066 | Time: 2702.32 ms [2022-04-25 13:13:05 main:581] : INFO : Epoch 1598 | loss: 0.0312011 | val_loss: 0.0312054 | Time: 2250.81 ms [2022-04-25 13:13:08 main:581] : INFO : Epoch 1599 | loss: 0.0312003 | val_loss: 0.0312034 | Time: 2240.35 ms [2022-04-25 13:13:10 main:581] : INFO : Epoch 1600 | loss: 0.0311974 | val_loss: 0.0312012 | Time: 2231.86 ms [2022-04-25 13:13:12 main:581] : INFO : Epoch 1601 | loss: 0.0311997 | val_loss: 0.031204 | Time: 2566.27 ms [2022-04-25 13:13:15 main:581] : INFO : Epoch 1602 | loss: 0.0311957 | val_loss: 0.0312054 | Time: 2480.31 ms [2022-04-25 13:13:17 main:581] : INFO : Epoch 1603 | loss: 0.0311971 | val_loss: 0.0312004 | Time: 2183.45 ms [2022-04-25 13:13:19 main:581] : INFO : Epoch 1604 | loss: 0.0311967 | val_loss: 0.0311998 | Time: 2253.73 ms [2022-04-25 13:13:22 main:581] : INFO : Epoch 1605 | loss: 0.031206 | val_loss: 0.031199 | Time: 2382.84 ms [2022-04-25 13:13:24 main:581] : INFO : Epoch 1606 | loss: 0.0311979 | val_loss: 0.0311994 | Time: 2788.2 ms [2022-04-25 13:13:27 main:581] : INFO : Epoch 1607 | loss: 0.0311973 | val_loss: 0.031201 | Time: 2219.19 ms [2022-04-25 13:13:29 main:581] : INFO : Epoch 1608 | loss: 0.0312004 | val_loss: 0.0312037 | Time: 2216.02 ms [2022-04-25 13:13:31 main:581] : INFO : Epoch 1609 | loss: 0.0311977 | val_loss: 0.0312041 | Time: 2273.93 ms [2022-04-25 13:13:34 main:581] : INFO : Epoch 1610 | loss: 0.0312011 | val_loss: 0.0312058 | Time: 2713.59 ms [2022-04-25 13:13:36 main:581] : INFO : Epoch 1611 | loss: 0.0312031 | val_loss: 0.0312014 | Time: 2402.77 ms [2022-04-25 13:13:38 main:581] : INFO : Epoch 1612 | loss: 0.0312014 | val_loss: 0.0312078 | Time: 2184.16 ms [2022-04-25 13:13:41 main:581] : INFO : Epoch 1613 | loss: 0.0311998 | val_loss: 0.0312039 | Time: 2276.43 ms [2022-04-25 13:13:43 main:581] : INFO : Epoch 1614 | loss: 0.0311974 | val_loss: 0.0312049 | Time: 2498.54 ms [2022-04-25 13:13:46 main:581] : INFO : Epoch 1615 | loss: 0.0311951 | val_loss: 0.0311991 | Time: 2605.66 ms [2022-04-25 13:13:48 main:581] : INFO : Epoch 1616 | loss: 0.031195 | val_loss: 0.0312017 | Time: 2183.31 ms [2022-04-25 13:13:50 main:581] : INFO : Epoch 1617 | loss: 0.0311944 | val_loss: 0.0311965 | Time: 2244.3 ms [2022-04-25 13:13:53 main:581] : INFO : Epoch 1618 | loss: 0.0311942 | val_loss: 0.031199 | Time: 2383.6 ms [2022-04-25 13:13:55 main:581] : INFO : Epoch 1619 | loss: 0.0311933 | val_loss: 0.0311961 | Time: 2701.72 ms [2022-04-25 13:13:58 main:581] : INFO : Epoch 1620 | loss: 0.0311931 | val_loss: 0.0311967 | Time: 2260.71 ms [2022-04-25 13:14:00 main:581] : INFO : Epoch 1621 | loss: 0.0311945 | val_loss: 0.0311975 | Time: 2210.74 ms [2022-04-25 13:14:02 main:581] : INFO : Epoch 1622 | loss: 0.0311935 | val_loss: 0.0311986 | Time: 2265.05 ms [2022-04-25 13:14:05 main:581] : INFO : Epoch 1623 | loss: 0.0311944 | val_loss: 0.0311958 | Time: 2633.12 ms [2022-04-25 13:14:07 main:581] : INFO : Epoch 1624 | loss: 0.0311966 | val_loss: 0.0311979 | Time: 2338.88 ms [2022-04-25 13:14:09 main:581] : INFO : Epoch 1625 | loss: 0.0311944 | val_loss: 0.031197 | Time: 2189.94 ms [2022-04-25 13:14:11 main:581] : INFO : Epoch 1626 | loss: 0.0311927 | val_loss: 0.0311993 | Time: 2229.79 ms [2022-04-25 13:14:14 main:581] : INFO : Epoch 1627 | loss: 0.0311929 | val_loss: 0.0311967 | Time: 2622.22 ms [2022-04-25 13:14:17 main:581] : INFO : Epoch 1628 | loss: 0.0311945 | val_loss: 0.0312004 | Time: 2557.35 ms [2022-04-25 13:14:19 main:581] : INFO : Epoch 1629 | loss: 0.031196 | val_loss: 0.0312095 | Time: 2164.38 ms [2022-04-25 13:14:21 main:581] : INFO : Epoch 1630 | loss: 0.0311958 | val_loss: 0.0312064 | Time: 2223.39 ms [2022-04-25 13:14:23 main:581] : INFO : Epoch 1631 | loss: 0.0312081 | val_loss: 0.0312121 | Time: 2429.37 ms [2022-04-25 13:14:26 main:581] : INFO : Epoch 1632 | loss: 0.031211 | val_loss: 0.0312085 | Time: 2636.28 ms [2022-04-25 13:14:28 main:581] : INFO : Epoch 1633 | loss: 0.0312067 | val_loss: 0.0312094 | Time: 2204.08 ms [2022-04-25 13:14:31 main:581] : INFO : Epoch 1634 | loss: 0.0312075 | val_loss: 0.0312111 | Time: 2192.02 ms [2022-04-25 13:14:33 main:581] : INFO : Epoch 1635 | loss: 0.0312066 | val_loss: 0.0312089 | Time: 2353.67 ms [2022-04-25 13:14:36 main:581] : INFO : Epoch 1636 | loss: 0.0312047 | val_loss: 0.0312081 | Time: 2779.04 ms [2022-04-25 13:14:38 main:581] : INFO : Epoch 1637 | loss: 0.0312028 | val_loss: 0.0312043 | Time: 2266.1 ms [2022-04-25 13:14:40 main:581] : INFO : Epoch 1638 | loss: 0.0312024 | val_loss: 0.0312049 | Time: 2160.51 ms [2022-04-25 13:14:42 main:581] : INFO : Epoch 1639 | loss: 0.0312009 | val_loss: 0.0312045 | Time: 2273.64 ms [2022-04-25 13:14:45 main:581] : INFO : Epoch 1640 | loss: 0.0312002 | val_loss: 0.0312036 | Time: 2736.4 ms [2022-04-25 13:14:47 main:581] : INFO : Epoch 1641 | loss: 0.0312005 | val_loss: 0.0312024 | Time: 2401.47 ms [2022-04-25 13:14:50 main:581] : INFO : Epoch 1642 | loss: 0.0311988 | val_loss: 0.0312013 | Time: 2172.61 ms [2022-04-25 13:14:52 main:581] : INFO : Epoch 1643 | loss: 0.0311984 | val_loss: 0.0312016 | Time: 2240.54 ms [2022-04-25 13:14:54 main:581] : INFO : Epoch 1644 | loss: 0.0311983 | val_loss: 0.0312028 | Time: 2525.06 ms [2022-04-25 13:14:57 main:581] : INFO : Epoch 1645 | loss: 0.0311985 | val_loss: 0.0312004 | Time: 2604.87 ms [2022-04-25 13:14:59 main:581] : INFO : Epoch 1646 | loss: 0.0311987 | val_loss: 0.031201 | Time: 2176.43 ms [2022-04-25 13:15:01 main:581] : INFO : Epoch 1647 | loss: 0.0311979 | val_loss: 0.0311993 | Time: 2219.99 ms [2022-04-25 13:15:04 main:581] : INFO : Epoch 1648 | loss: 0.0311967 | val_loss: 0.0311993 | Time: 2344.97 ms [2022-04-25 13:15:07 main:581] : INFO : Epoch 1649 | loss: 0.0311972 | val_loss: 0.0311995 | Time: 2764.06 ms [2022-04-25 13:15:09 main:581] : INFO : Epoch 1650 | loss: 0.0311964 | val_loss: 0.0312001 | Time: 2206.56 ms [2022-04-25 13:15:11 main:581] : INFO : Epoch 1651 | loss: 0.0312008 | val_loss: 0.0312023 | Time: 2226.7 ms [2022-04-25 13:15:13 main:581] : INFO : Epoch 1652 | loss: 0.0311978 | val_loss: 0.0312018 | Time: 2242.05 ms [2022-04-25 13:15:16 main:581] : INFO : Epoch 1653 | loss: 0.0311978 | val_loss: 0.0312015 | Time: 2672.96 ms [2022-04-25 13:15:18 main:581] : INFO : Epoch 1654 | loss: 0.0311976 | val_loss: 0.0312062 | Time: 2405.31 ms [2022-04-25 13:15:20 main:581] : INFO : Epoch 1655 | loss: 0.0311977 | val_loss: 0.0312024 | Time: 2196.59 ms [2022-04-25 13:15:23 main:581] : INFO : Epoch 1656 | loss: 0.0311983 | val_loss: 0.0312033 | Time: 2248.77 ms [2022-04-25 13:15:25 main:581] : INFO : Epoch 1657 | loss: 0.0311986 | val_loss: 0.0312013 | Time: 2370.02 ms [2022-04-25 13:15:28 main:581] : INFO : Epoch 1658 | loss: 0.0311984 | val_loss: 0.0312024 | Time: 2552.4 ms [2022-04-25 13:15:30 main:581] : INFO : Epoch 1659 | loss: 0.0311968 | val_loss: 0.0312008 | Time: 2206.94 ms [2022-04-25 13:15:32 main:581] : INFO : Epoch 1660 | loss: 0.0311979 | val_loss: 0.031201 | Time: 2223.5 ms [2022-04-25 13:15:34 main:581] : INFO : Epoch 1661 | loss: 0.0311975 | val_loss: 0.031203 | Time: 2247.19 ms [2022-04-25 13:15:37 main:581] : INFO : Epoch 1662 | loss: 0.0312 | val_loss: 0.0312018 | Time: 2723.32 ms [2022-04-25 13:15:39 main:581] : INFO : Epoch 1663 | loss: 0.0311985 | val_loss: 0.0312015 | Time: 2286.63 ms [2022-04-25 13:15:42 main:581] : INFO : Epoch 1664 | loss: 0.0311967 | val_loss: 0.0311998 | Time: 2220.34 ms [2022-04-25 13:15:44 main:581] : INFO : Epoch 1665 | loss: 0.0311975 | val_loss: 0.0312076 | Time: 2232.03 ms [2022-04-25 13:15:46 main:581] : INFO : Epoch 1666 | loss: 0.0311978 | val_loss: 0.0312087 | Time: 2494.61 ms [2022-04-25 13:15:49 main:581] : INFO : Epoch 1667 | loss: 0.0311984 | val_loss: 0.031201 | Time: 2553.66 ms [2022-04-25 13:15:51 main:581] : INFO : Epoch 1668 | loss: 0.0311981 | val_loss: 0.0312042 | Time: 2200.4 ms [2022-04-25 13:15:53 main:581] : INFO : Epoch 1669 | loss: 0.0311994 | val_loss: 0.0312004 | Time: 2251.77 ms [2022-04-25 13:15:56 main:581] : INFO : Epoch 1670 | loss: 0.0311998 | val_loss: 0.0312054 | Time: 2283.1 ms [2022-04-25 13:15:58 main:581] : INFO : Epoch 1671 | loss: 0.0312011 | val_loss: 0.0312024 | Time: 2715.04 ms [2022-04-25 13:16:01 main:581] : INFO : Epoch 1672 | loss: 0.0311974 | val_loss: 0.031201 | Time: 2235.93 ms [2022-04-25 13:16:03 main:581] : INFO : Epoch 1673 | loss: 0.0311971 | val_loss: 0.0312011 | Time: 2212.2 ms [2022-04-25 13:16:05 main:581] : INFO : Epoch 1674 | loss: 0.031197 | val_loss: 0.0312012 | Time: 2213.99 ms [2022-04-25 13:16:08 main:581] : INFO : Epoch 1675 | loss: 0.0311973 | val_loss: 0.0311996 | Time: 2681.28 ms [2022-04-25 13:16:10 main:581] : INFO : Epoch 1676 | loss: 0.0311954 | val_loss: 0.0311991 | Time: 2341.71 ms [2022-04-25 13:16:12 main:581] : INFO : Epoch 1677 | loss: 0.0311955 | val_loss: 0.0311994 | Time: 2187.05 ms [2022-04-25 13:16:14 main:581] : INFO : Epoch 1678 | loss: 0.0311953 | val_loss: 0.0312019 | Time: 2210.27 ms [2022-04-25 13:16:17 main:581] : INFO : Epoch 1679 | loss: 0.0311957 | val_loss: 0.0312006 | Time: 2548.21 ms [2022-04-25 13:16:19 main:581] : INFO : Epoch 1680 | loss: 0.0311987 | val_loss: 0.0312103 | Time: 2354.51 ms [2022-04-25 13:16:21 main:581] : INFO : Epoch 1681 | loss: 0.0311996 | val_loss: 0.0312042 | Time: 2191.87 ms [2022-04-25 13:16:24 main:581] : INFO : Epoch 1682 | loss: 0.0311967 | val_loss: 0.0312001 | Time: 2039.41 ms [2022-04-25 13:16:26 main:581] : INFO : Epoch 1683 | loss: 0.0311955 | val_loss: 0.0311988 | Time: 2101.85 ms [2022-04-25 13:16:28 main:581] : INFO : Epoch 1684 | loss: 0.0311956 | val_loss: 0.0312002 | Time: 2071.13 ms [2022-04-25 13:16:30 main:581] : INFO : Epoch 1685 | loss: 0.0311952 | val_loss: 0.0311987 | Time: 2117.07 ms [2022-04-25 13:16:32 main:581] : INFO : Epoch 1686 | loss: 0.031199 | val_loss: 0.0312082 | Time: 2043.81 ms [2022-04-25 13:16:34 main:581] : INFO : Epoch 1687 | loss: 0.0311958 | val_loss: 0.0312 | Time: 2060.87 ms [2022-04-25 13:16:36 main:581] : INFO : Epoch 1688 | loss: 0.0311949 | val_loss: 0.0312006 | Time: 2164.58 ms [2022-04-25 13:16:38 main:581] : INFO : Epoch 1689 | loss: 0.031196 | val_loss: 0.0312057 | Time: 2060.96 ms [2022-04-25 13:16:40 main:581] : INFO : Epoch 1690 | loss: 0.0311962 | val_loss: 0.0312018 | Time: 2120.72 ms [2022-04-25 13:16:42 main:581] : INFO : Epoch 1691 | loss: 0.0311943 | val_loss: 0.0311978 | Time: 2048.35 ms [2022-04-25 13:16:44 main:581] : INFO : Epoch 1692 | loss: 0.031192 | val_loss: 0.0312004 | Time: 2071.38 ms [2022-04-25 13:16:46 main:581] : INFO : Epoch 1693 | loss: 0.0311935 | val_loss: 0.0311988 | Time: 2111.53 ms [2022-04-25 13:16:49 main:581] : INFO : Epoch 1694 | loss: 0.0311932 | val_loss: 0.0312029 | Time: 2146.87 ms [2022-04-25 13:16:51 main:581] : INFO : Epoch 1695 | loss: 0.0311951 | val_loss: 0.0312011 | Time: 2552.81 ms [2022-04-25 13:16:54 main:581] : INFO : Epoch 1696 | loss: 0.0311949 | val_loss: 0.0311993 | Time: 2499.35 ms [2022-04-25 13:16:56 main:581] : INFO : Epoch 1697 | loss: 0.0311925 | val_loss: 0.0311991 | Time: 2191.63 ms [2022-04-25 13:16:58 main:581] : INFO : Epoch 1698 | loss: 0.0311923 | val_loss: 0.0312003 | Time: 2205.18 ms [2022-04-25 13:17:00 main:581] : INFO : Epoch 1699 | loss: 0.031192 | val_loss: 0.0311988 | Time: 2387.82 ms [2022-04-25 13:17:03 main:581] : INFO : Epoch 1700 | loss: 0.0311914 | val_loss: 0.0311983 | Time: 2680.46 ms [2022-04-25 13:17:05 main:581] : INFO : Epoch 1701 | loss: 0.0311931 | val_loss: 0.031202 | Time: 2229.47 ms [2022-04-25 13:17:08 main:581] : INFO : Epoch 1702 | loss: 0.0311937 | val_loss: 0.0311991 | Time: 2192.42 ms [2022-04-25 13:17:10 main:581] : INFO : Epoch 1703 | loss: 0.031194 | val_loss: 0.0311979 | Time: 2292.83 ms [2022-04-25 13:17:13 main:581] : INFO : Epoch 1704 | loss: 0.0311915 | val_loss: 0.0311993 | Time: 2661.15 ms [2022-04-25 13:17:15 main:581] : INFO : Epoch 1705 | loss: 0.0311938 | val_loss: 0.0312024 | Time: 2384.19 ms [2022-04-25 13:17:17 main:581] : INFO : Epoch 1706 | loss: 0.0311923 | val_loss: 0.0311969 | Time: 2141.61 ms [2022-04-25 13:17:19 main:581] : INFO : Epoch 1707 | loss: 0.0311926 | val_loss: 0.0312007 | Time: 2269.09 ms [2022-04-25 13:17:22 main:581] : INFO : Epoch 1708 | loss: 0.0311918 | val_loss: 0.0312002 | Time: 2430.27 ms [2022-04-25 13:17:24 main:581] : INFO : Epoch 1709 | loss: 0.031192 | val_loss: 0.0311975 | Time: 2645.39 ms [2022-04-25 13:17:27 main:581] : INFO : Epoch 1710 | loss: 0.0311901 | val_loss: 0.0311993 | Time: 2216.48 ms [2022-04-25 13:17:29 main:581] : INFO : Epoch 1711 | loss: 0.0311924 | val_loss: 0.0312012 | Time: 2270.48 ms [2022-04-25 13:17:31 main:581] : INFO : Epoch 1712 | loss: 0.0311907 | val_loss: 0.0311994 | Time: 2255.75 ms [2022-04-25 13:17:34 main:581] : INFO : Epoch 1713 | loss: 0.031191 | val_loss: 0.0311968 | Time: 2636.85 ms [2022-04-25 13:17:36 main:581] : INFO : Epoch 1714 | loss: 0.0311929 | val_loss: 0.0311975 | Time: 2269.76 ms [2022-04-25 13:17:38 main:581] : INFO : Epoch 1715 | loss: 0.031193 | val_loss: 0.0311973 | Time: 2242.62 ms [2022-04-25 13:17:41 main:581] : INFO : Epoch 1716 | loss: 0.0311915 | val_loss: 0.0311974 | Time: 2268.63 ms [2022-04-25 13:17:43 main:581] : INFO : Epoch 1717 | loss: 0.0311902 | val_loss: 0.0311974 | Time: 2488.62 ms [2022-04-25 13:17:46 main:581] : INFO : Epoch 1718 | loss: 0.0311907 | val_loss: 0.0311965 | Time: 2558.61 ms [2022-04-25 13:17:48 main:581] : INFO : Epoch 1719 | loss: 0.0311921 | val_loss: 0.0311968 | Time: 2224.47 ms [2022-04-25 13:17:50 main:581] : INFO : Epoch 1720 | loss: 0.0311911 | val_loss: 0.0311968 | Time: 2251.9 ms [2022-04-25 13:17:52 main:581] : INFO : Epoch 1721 | loss: 0.0311901 | val_loss: 0.0311975 | Time: 2285.27 ms [2022-04-25 13:17:55 main:581] : INFO : Epoch 1722 | loss: 0.0311907 | val_loss: 0.0311979 | Time: 2711.78 ms [2022-04-25 13:17:57 main:581] : INFO : Epoch 1723 | loss: 0.0311914 | val_loss: 0.0311967 | Time: 2296.24 ms [2022-04-25 13:18:00 main:581] : INFO : Epoch 1724 | loss: 0.0311913 | val_loss: 0.031199 | Time: 2226.65 ms [2022-04-25 13:18:02 main:581] : INFO : Epoch 1725 | loss: 0.0311945 | val_loss: 0.0312037 | Time: 2267.89 ms [2022-04-25 13:18:04 main:581] : INFO : Epoch 1726 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 2531.27 ms [2022-04-25 13:18:07 main:581] : INFO : Epoch 1727 | loss: 0.031191 | val_loss: 0.0311982 | Time: 2553.08 ms [2022-04-25 13:18:09 main:581] : INFO : Epoch 1728 | loss: 0.0311902 | val_loss: 0.0311991 | Time: 2207.58 ms [2022-04-25 13:18:11 main:581] : INFO : Epoch 1729 | loss: 0.0311921 | val_loss: 0.0311986 | Time: 2260.66 ms [2022-04-25 13:18:14 main:581] : INFO : Epoch 1730 | loss: 0.0311899 | val_loss: 0.0311966 | Time: 2319.18 ms [2022-04-25 13:18:16 main:581] : INFO : Epoch 1731 | loss: 0.0311899 | val_loss: 0.031197 | Time: 2626.05 ms [2022-04-25 13:18:19 main:581] : INFO : Epoch 1732 | loss: 0.0311897 | val_loss: 0.0311968 | Time: 2245.47 ms [2022-04-25 13:18:21 main:581] : INFO : Epoch 1733 | loss: 0.0311911 | val_loss: 0.0311967 | Time: 2233.15 ms [2022-04-25 13:18:23 main:581] : INFO : Epoch 1734 | loss: 0.0311908 | val_loss: 0.0312057 | Time: 2241.68 ms [2022-04-25 13:18:26 main:581] : INFO : Epoch 1735 | loss: 0.0311913 | val_loss: 0.0311962 | Time: 2683.43 ms [2022-04-25 13:18:28 main:581] : INFO : Epoch 1736 | loss: 0.0311895 | val_loss: 0.0311959 | Time: 2320.61 ms [2022-04-25 13:18:30 main:581] : INFO : Epoch 1737 | loss: 0.0311897 | val_loss: 0.0311962 | Time: 2189.13 ms [2022-04-25 13:18:33 main:581] : INFO : Epoch 1738 | loss: 0.0311915 | val_loss: 0.0311964 | Time: 2237.8 ms [2022-04-25 13:18:35 main:581] : INFO : Epoch 1739 | loss: 0.0311911 | val_loss: 0.0311984 | Time: 2610.65 ms [2022-04-25 13:18:38 main:581] : INFO : Epoch 1740 | loss: 0.0311908 | val_loss: 0.0311966 | Time: 2512.03 ms [2022-04-25 13:18:40 main:581] : INFO : Epoch 1741 | loss: 0.0311903 | val_loss: 0.0311983 | Time: 2160.93 ms [2022-04-25 13:18:42 main:581] : INFO : Epoch 1742 | loss: 0.0311904 | val_loss: 0.0311969 | Time: 2213.01 ms [2022-04-25 13:18:45 main:581] : INFO : Epoch 1743 | loss: 0.0311953 | val_loss: 0.0311973 | Time: 2533.61 ms [2022-04-25 13:18:47 main:581] : INFO : Epoch 1744 | loss: 0.0311931 | val_loss: 0.0311994 | Time: 2767.13 ms [2022-04-25 13:18:50 main:581] : INFO : Epoch 1745 | loss: 0.0311947 | val_loss: 0.0312025 | Time: 2190.94 ms [2022-04-25 13:18:52 main:581] : INFO : Epoch 1746 | loss: 0.0311916 | val_loss: 0.0311957 | Time: 2184.93 ms [2022-04-25 13:18:54 main:581] : INFO : Epoch 1747 | loss: 0.0311893 | val_loss: 0.0311956 | Time: 2375 ms [2022-04-25 13:18:57 main:581] : INFO : Epoch 1748 | loss: 0.0311892 | val_loss: 0.0311953 | Time: 2875.93 ms [2022-04-25 13:18:59 main:581] : INFO : Epoch 1749 | loss: 0.0311891 | val_loss: 0.0311954 | Time: 2291.08 ms [2022-04-25 13:19:01 main:581] : INFO : Epoch 1750 | loss: 0.0311903 | val_loss: 0.031196 | Time: 2172.64 ms [2022-04-25 13:19:04 main:581] : INFO : Epoch 1751 | loss: 0.031189 | val_loss: 0.0311969 | Time: 2264.68 ms [2022-04-25 13:19:06 main:581] : INFO : Epoch 1752 | loss: 0.0311888 | val_loss: 0.0311937 | Time: 2694.58 ms [2022-04-25 13:19:09 main:581] : INFO : Epoch 1753 | loss: 0.0311894 | val_loss: 0.0311944 | Time: 2523.78 ms [2022-04-25 13:19:11 main:581] : INFO : Epoch 1754 | loss: 0.0311904 | val_loss: 0.0312037 | Time: 2253.39 ms [2022-04-25 13:19:14 main:581] : INFO : Epoch 1755 | loss: 0.0311931 | val_loss: 0.0312008 | Time: 2695.89 ms [2022-04-25 13:19:16 main:581] : INFO : Epoch 1756 | loss: 0.031193 | val_loss: 0.031197 | Time: 2304.37 ms [2022-04-25 13:19:18 main:581] : INFO : Epoch 1757 | loss: 0.0311894 | val_loss: 0.0311929 | Time: 2221.69 ms [2022-04-25 13:19:21 main:581] : INFO : Epoch 1758 | loss: 0.0311883 | val_loss: 0.0311959 | Time: 2224.04 ms [2022-04-25 13:19:23 main:581] : INFO : Epoch 1759 | loss: 0.0311899 | val_loss: 0.0312021 | Time: 2669.44 ms [2022-04-25 13:19:26 main:581] : INFO : Epoch 1760 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 2390.14 ms [2022-04-25 13:19:28 main:581] : INFO : Epoch 1761 | loss: 0.0311911 | val_loss: 0.0311934 | Time: 2167.42 ms [2022-04-25 13:19:30 main:581] : INFO : Epoch 1762 | loss: 0.0311892 | val_loss: 0.0311958 | Time: 2085.66 ms [2022-04-25 13:19:32 main:581] : INFO : Epoch 1763 | loss: 0.0311895 | val_loss: 0.0311957 | Time: 2065.63 ms [2022-04-25 13:19:34 main:581] : INFO : Epoch 1764 | loss: 0.03119 | val_loss: 0.0311945 | Time: 2169.31 ms [2022-04-25 13:19:36 main:581] : INFO : Epoch 1765 | loss: 0.0311922 | val_loss: 0.0311952 | Time: 2272.02 ms [2022-04-25 13:19:39 main:581] : INFO : Epoch 1766 | loss: 0.0311888 | val_loss: 0.0311947 | Time: 2331.98 ms [2022-04-25 13:19:41 main:581] : INFO : Epoch 1767 | loss: 0.0311881 | val_loss: 0.0311956 | Time: 2385.92 ms [2022-04-25 13:19:43 main:581] : INFO : Epoch 1768 | loss: 0.0311891 | val_loss: 0.0311923 | Time: 2070.69 ms [2022-04-25 13:19:45 main:581] : INFO : Epoch 1769 | loss: 0.0311889 | val_loss: 0.0312037 | Time: 2250.41 ms [2022-04-25 13:19:48 main:581] : INFO : Epoch 1770 | loss: 0.0311989 | val_loss: 0.0312025 | Time: 2635.05 ms [2022-04-25 13:19:50 main:581] : INFO : Epoch 1771 | loss: 0.0312009 | val_loss: 0.0312038 | Time: 2238.87 ms [2022-04-25 13:19:53 main:581] : INFO : Epoch 1772 | loss: 0.0311989 | val_loss: 0.0312054 | Time: 2187.22 ms [2022-04-25 13:19:55 main:581] : INFO : Epoch 1773 | loss: 0.0312014 | val_loss: 0.0312065 | Time: 2260.81 ms [2022-04-25 13:19:57 main:581] : INFO : Epoch 1774 | loss: 0.0311994 | val_loss: 0.0312097 | Time: 2611.9 ms [2022-04-25 13:20:00 main:581] : INFO : Epoch 1775 | loss: 0.0312051 | val_loss: 0.031209 | Time: 2391.63 ms [2022-04-25 13:20:02 main:581] : INFO : Epoch 1776 | loss: 0.031205 | val_loss: 0.0312099 | Time: 2167.94 ms [2022-04-25 13:20:04 main:581] : INFO : Epoch 1777 | loss: 0.031204 | val_loss: 0.0312079 | Time: 2234.42 ms [2022-04-25 13:20:07 main:581] : INFO : Epoch 1778 | loss: 0.0312021 | val_loss: 0.0312059 | Time: 2483.02 ms [2022-04-25 13:20:09 main:581] : INFO : Epoch 1779 | loss: 0.0312008 | val_loss: 0.031204 | Time: 2552.26 ms [2022-04-25 13:20:11 main:581] : INFO : Epoch 1780 | loss: 0.0312001 | val_loss: 0.0312052 | Time: 2165.53 ms [2022-04-25 13:20:14 main:581] : INFO : Epoch 1781 | loss: 0.0312021 | val_loss: 0.0312047 | Time: 2220.77 ms [2022-04-25 13:20:16 main:581] : INFO : Epoch 1782 | loss: 0.0312013 | val_loss: 0.0312047 | Time: 2361.48 ms [2022-04-25 13:20:19 main:581] : INFO : Epoch 1783 | loss: 0.0311991 | val_loss: 0.0312047 | Time: 2622.14 ms [2022-04-25 13:20:21 main:581] : INFO : Epoch 1784 | loss: 0.0311984 | val_loss: 0.0312042 | Time: 2230.2 ms [2022-04-25 13:20:23 main:581] : INFO : Epoch 1785 | loss: 0.0311991 | val_loss: 0.0312204 | Time: 2200.58 ms [2022-04-25 13:20:25 main:581] : INFO : Epoch 1786 | loss: 0.0312012 | val_loss: 0.0312037 | Time: 2276.83 ms [2022-04-25 13:20:28 main:581] : INFO : Epoch 1787 | loss: 0.0311966 | val_loss: 0.0312009 | Time: 2843.53 ms [2022-04-25 13:20:30 main:581] : INFO : Epoch 1788 | loss: 0.0311988 | val_loss: 0.031202 | Time: 2309.05 ms [2022-04-25 13:20:33 main:581] : INFO : Epoch 1789 | loss: 0.0312006 | val_loss: 0.0312043 | Time: 2206.38 ms [2022-04-25 13:20:35 main:581] : INFO : Epoch 1790 | loss: 0.0311992 | val_loss: 0.0312012 | Time: 2193.59 ms [2022-04-25 13:20:37 main:581] : INFO : Epoch 1791 | loss: 0.031197 | val_loss: 0.0312033 | Time: 2602.1 ms [2022-04-25 13:20:40 main:581] : INFO : Epoch 1792 | loss: 0.0311956 | val_loss: 0.0312002 | Time: 2450.32 ms [2022-04-25 13:20:42 main:581] : INFO : Epoch 1793 | loss: 0.0311971 | val_loss: 0.0312017 | Time: 2191.25 ms [2022-04-25 13:20:44 main:581] : INFO : Epoch 1794 | loss: 0.0311963 | val_loss: 0.0312037 | Time: 2182.32 ms [2022-04-25 13:20:47 main:581] : INFO : Epoch 1795 | loss: 0.0311979 | val_loss: 0.0312015 | Time: 2472.02 ms [2022-04-25 13:20:49 main:581] : INFO : Epoch 1796 | loss: 0.0311965 | val_loss: 0.0312025 | Time: 2693.2 ms [2022-04-25 13:20:52 main:581] : INFO : Epoch 1797 | loss: 0.0311965 | val_loss: 0.031206 | Time: 2221.81 ms [2022-04-25 13:20:54 main:581] : INFO : Epoch 1798 | loss: 0.0311964 | val_loss: 0.0312005 | Time: 2190.92 ms [2022-04-25 13:20:56 main:581] : INFO : Epoch 1799 | loss: 0.0311952 | val_loss: 0.0311997 | Time: 2288.52 ms [2022-04-25 13:20:59 main:581] : INFO : Epoch 1800 | loss: 0.0311941 | val_loss: 0.0312005 | Time: 2759.08 ms [2022-04-25 13:21:01 main:581] : INFO : Epoch 1801 | loss: 0.0311932 | val_loss: 0.0311996 | Time: 2250.3 ms [2022-04-25 13:21:03 main:581] : INFO : Epoch 1802 | loss: 0.0311942 | val_loss: 0.0312022 | Time: 2180.55 ms [2022-04-25 13:21:06 main:581] : INFO : Epoch 1803 | loss: 0.0311946 | val_loss: 0.0312008 | Time: 2221.24 ms [2022-04-25 13:21:08 main:581] : INFO : Epoch 1804 | loss: 0.0311935 | val_loss: 0.0312005 | Time: 2693.69 ms [2022-04-25 13:21:11 main:581] : INFO : Epoch 1805 | loss: 0.0311945 | val_loss: 0.0312014 | Time: 2394.15 ms [2022-04-25 13:21:13 main:581] : INFO : Epoch 1806 | loss: 0.0311941 | val_loss: 0.0311988 | Time: 2172.17 ms [2022-04-25 13:21:15 main:581] : INFO : Epoch 1807 | loss: 0.031196 | val_loss: 0.0312012 | Time: 2223.2 ms [2022-04-25 13:21:17 main:581] : INFO : Epoch 1808 | loss: 0.0311946 | val_loss: 0.0312037 | Time: 2431.79 ms [2022-04-25 13:21:20 main:581] : INFO : Epoch 1809 | loss: 0.0311937 | val_loss: 0.0312035 | Time: 2501.33 ms [2022-04-25 13:21:22 main:581] : INFO : Epoch 1810 | loss: 0.0311957 | val_loss: 0.0312008 | Time: 2165.17 ms [2022-04-25 13:21:24 main:581] : INFO : Epoch 1811 | loss: 0.0311937 | val_loss: 0.0312059 | Time: 2218.09 ms [2022-04-25 13:21:27 main:581] : INFO : Epoch 1812 | loss: 0.0311954 | val_loss: 0.0312029 | Time: 2318 ms [2022-04-25 13:21:29 main:581] : INFO : Epoch 1813 | loss: 0.0311954 | val_loss: 0.0311989 | Time: 2564.59 ms [2022-04-25 13:21:31 main:581] : INFO : Epoch 1814 | loss: 0.0311923 | val_loss: 0.0311994 | Time: 2218.44 ms [2022-04-25 13:21:34 main:581] : INFO : Epoch 1815 | loss: 0.0311926 | val_loss: 0.0312 | Time: 2203.47 ms [2022-04-25 13:21:36 main:581] : INFO : Epoch 1816 | loss: 0.0311915 | val_loss: 0.0312033 | Time: 2235.78 ms [2022-04-25 13:21:39 main:581] : INFO : Epoch 1817 | loss: 0.0311921 | val_loss: 0.0312021 | Time: 2630.85 ms [2022-04-25 13:21:41 main:581] : INFO : Epoch 1818 | loss: 0.0311927 | val_loss: 0.0312056 | Time: 2269.73 ms [2022-04-25 13:21:43 main:581] : INFO : Epoch 1819 | loss: 0.0311939 | val_loss: 0.0312017 | Time: 2189.22 ms [2022-04-25 13:21:45 main:581] : INFO : Epoch 1820 | loss: 0.0311946 | val_loss: 0.0311998 | Time: 2213.7 ms [2022-04-25 13:21:48 main:581] : INFO : Epoch 1821 | loss: 0.0311943 | val_loss: 0.0311994 | Time: 2593.47 ms [2022-04-25 13:21:50 main:581] : INFO : Epoch 1822 | loss: 0.0311942 | val_loss: 0.0312024 | Time: 2521.13 ms [2022-04-25 13:21:53 main:581] : INFO : Epoch 1823 | loss: 0.0311939 | val_loss: 0.0312087 | Time: 2180.87 ms [2022-04-25 13:21:55 main:581] : INFO : Epoch 1824 | loss: 0.0311941 | val_loss: 0.0312061 | Time: 2217.97 ms [2022-04-25 13:21:57 main:581] : INFO : Epoch 1825 | loss: 0.0311946 | val_loss: 0.0312014 | Time: 2337.38 ms [2022-04-25 13:22:00 main:581] : INFO : Epoch 1826 | loss: 0.0311926 | val_loss: 0.0312013 | Time: 2590.19 ms [2022-04-25 13:22:02 main:581] : INFO : Epoch 1827 | loss: 0.0311926 | val_loss: 0.0312008 | Time: 2205.29 ms [2022-04-25 13:22:04 main:581] : INFO : Epoch 1828 | loss: 0.0311951 | val_loss: 0.0312056 | Time: 2207.32 ms [2022-04-25 13:22:06 main:581] : INFO : Epoch 1829 | loss: 0.0311961 | val_loss: 0.0312013 | Time: 2221.2 ms [2022-04-25 13:22:09 main:581] : INFO : Epoch 1830 | loss: 0.0311969 | val_loss: 0.0312077 | Time: 2756.67 ms [2022-04-25 13:22:11 main:581] : INFO : Epoch 1831 | loss: 0.0311967 | val_loss: 0.0312026 | Time: 2285.42 ms [2022-04-25 13:22:14 main:581] : INFO : Epoch 1832 | loss: 0.0311952 | val_loss: 0.0312092 | Time: 2190.33 ms [2022-04-25 13:22:16 main:581] : INFO : Epoch 1833 | loss: 0.0311937 | val_loss: 0.0312041 | Time: 2201.32 ms [2022-04-25 13:22:18 main:581] : INFO : Epoch 1834 | loss: 0.0311931 | val_loss: 0.0312033 | Time: 2478.88 ms [2022-04-25 13:22:21 main:581] : INFO : Epoch 1835 | loss: 0.031193 | val_loss: 0.0312006 | Time: 2423.65 ms [2022-04-25 13:22:23 main:581] : INFO : Epoch 1836 | loss: 0.0311935 | val_loss: 0.0312013 | Time: 2086.01 ms [2022-04-25 13:22:25 main:581] : INFO : Epoch 1837 | loss: 0.0311918 | val_loss: 0.031201 | Time: 2219.31 ms [2022-04-25 13:22:27 main:581] : INFO : Epoch 1838 | loss: 0.0311939 | val_loss: 0.0312042 | Time: 2276.43 ms [2022-04-25 13:22:30 main:581] : INFO : Epoch 1839 | loss: 0.0311942 | val_loss: 0.0312012 | Time: 2592.26 ms [2022-04-25 13:22:32 main:581] : INFO : Epoch 1840 | loss: 0.0311916 | val_loss: 0.0312005 | Time: 2217.97 ms [2022-04-25 13:22:34 main:581] : INFO : Epoch 1841 | loss: 0.0311918 | val_loss: 0.031203 | Time: 2208.75 ms [2022-04-25 13:22:36 main:581] : INFO : Epoch 1842 | loss: 0.0311939 | val_loss: 0.0312053 | Time: 2219.68 ms [2022-04-25 13:22:39 main:581] : INFO : Epoch 1843 | loss: 0.0311931 | val_loss: 0.0312006 | Time: 2582.58 ms [2022-04-25 13:22:41 main:581] : INFO : Epoch 1844 | loss: 0.0311923 | val_loss: 0.0312075 | Time: 2284.36 ms [2022-04-25 13:22:44 main:581] : INFO : Epoch 1845 | loss: 0.0311951 | val_loss: 0.0311998 | Time: 2193.62 ms [2022-04-25 13:22:46 main:581] : INFO : Epoch 1846 | loss: 0.0311919 | val_loss: 0.0311999 | Time: 2242.03 ms [2022-04-25 13:22:48 main:581] : INFO : Epoch 1847 | loss: 0.0311931 | val_loss: 0.0312014 | Time: 2408.25 ms [2022-04-25 13:22:51 main:581] : INFO : Epoch 1848 | loss: 0.0311945 | val_loss: 0.0311997 | Time: 2467.08 ms [2022-04-25 13:22:53 main:581] : INFO : Epoch 1849 | loss: 0.0311926 | val_loss: 0.0311993 | Time: 2177.51 ms [2022-04-25 13:22:55 main:581] : INFO : Epoch 1850 | loss: 0.0311944 | val_loss: 0.0312006 | Time: 2252.53 ms [2022-04-25 13:22:57 main:581] : INFO : Epoch 1851 | loss: 0.0311928 | val_loss: 0.0311999 | Time: 2256.73 ms [2022-04-25 13:23:00 main:581] : INFO : Epoch 1852 | loss: 0.0311911 | val_loss: 0.0312006 | Time: 2554.87 ms [2022-04-25 13:23:02 main:581] : INFO : Epoch 1853 | loss: 0.0311905 | val_loss: 0.0312024 | Time: 2211.52 ms [2022-04-25 13:23:04 main:581] : INFO : Epoch 1854 | loss: 0.0311914 | val_loss: 0.0312029 | Time: 2215.1 ms [2022-04-25 13:23:07 main:581] : INFO : Epoch 1855 | loss: 0.0311954 | val_loss: 0.0312056 | Time: 2246.39 ms [2022-04-25 13:23:09 main:581] : INFO : Epoch 1856 | loss: 0.0311923 | val_loss: 0.0312002 | Time: 2546.46 ms [2022-04-25 13:23:11 main:581] : INFO : Epoch 1857 | loss: 0.0311923 | val_loss: 0.0311991 | Time: 2377.73 ms [2022-04-25 13:23:14 main:581] : INFO : Epoch 1858 | loss: 0.0311914 | val_loss: 0.0312022 | Time: 2193.87 ms [2022-04-25 13:23:16 main:581] : INFO : Epoch 1859 | loss: 0.0311918 | val_loss: 0.031201 | Time: 2247.11 ms [2022-04-25 13:23:18 main:581] : INFO : Epoch 1860 | loss: 0.0311915 | val_loss: 0.0311994 | Time: 2364.12 ms [2022-04-25 13:23:21 main:581] : INFO : Epoch 1861 | loss: 0.0311915 | val_loss: 0.0311987 | Time: 2579.13 ms [2022-04-25 13:23:23 main:581] : INFO : Epoch 1862 | loss: 0.0311911 | val_loss: 0.0312018 | Time: 2207.09 ms [2022-04-25 13:23:25 main:581] : INFO : Epoch 1863 | loss: 0.0311915 | val_loss: 0.0312025 | Time: 2237.51 ms [2022-04-25 13:23:28 main:581] : INFO : Epoch 1864 | loss: 0.0311937 | val_loss: 0.0312023 | Time: 2223.95 ms [2022-04-25 13:23:30 main:581] : INFO : Epoch 1865 | loss: 0.0311912 | val_loss: 0.0311984 | Time: 2559.65 ms [2022-04-25 13:23:32 main:581] : INFO : Epoch 1866 | loss: 0.0311954 | val_loss: 0.0312057 | Time: 2257.54 ms [2022-04-25 13:23:35 main:581] : INFO : Epoch 1867 | loss: 0.0311941 | val_loss: 0.0311989 | Time: 2229.16 ms [2022-04-25 13:23:37 main:581] : INFO : Epoch 1868 | loss: 0.0311906 | val_loss: 0.0312053 | Time: 2215.58 ms [2022-04-25 13:23:39 main:581] : INFO : Epoch 1869 | loss: 0.0311919 | val_loss: 0.0311992 | Time: 2490.27 ms [2022-04-25 13:23:42 main:581] : INFO : Epoch 1870 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 2507.03 ms [2022-04-25 13:23:44 main:581] : INFO : Epoch 1871 | loss: 0.0311912 | val_loss: 0.031199 | Time: 2211.31 ms [2022-04-25 13:23:46 main:581] : INFO : Epoch 1872 | loss: 0.0311903 | val_loss: 0.0312004 | Time: 2215.93 ms [2022-04-25 13:23:49 main:581] : INFO : Epoch 1873 | loss: 0.0311908 | val_loss: 0.0311984 | Time: 2315.02 ms [2022-04-25 13:23:51 main:581] : INFO : Epoch 1874 | loss: 0.031192 | val_loss: 0.0311986 | Time: 2671.4 ms [2022-04-25 13:23:53 main:581] : INFO : Epoch 1875 | loss: 0.031191 | val_loss: 0.0311999 | Time: 2231.67 ms [2022-04-25 13:23:56 main:581] : INFO : Epoch 1876 | loss: 0.0311944 | val_loss: 0.0312093 | Time: 2212.11 ms [2022-04-25 13:23:58 main:581] : INFO : Epoch 1877 | loss: 0.0311994 | val_loss: 0.0311999 | Time: 2188.51 ms [2022-04-25 13:24:00 main:581] : INFO : Epoch 1878 | loss: 0.0311936 | val_loss: 0.031199 | Time: 2603.1 ms [2022-04-25 13:24:03 main:581] : INFO : Epoch 1879 | loss: 0.0311924 | val_loss: 0.0311985 | Time: 2327.63 ms [2022-04-25 13:24:05 main:581] : INFO : Epoch 1880 | loss: 0.0311931 | val_loss: 0.0311987 | Time: 2186.76 ms [2022-04-25 13:24:07 main:581] : INFO : Epoch 1881 | loss: 0.0311915 | val_loss: 0.031199 | Time: 2203.28 ms [2022-04-25 13:24:10 main:581] : INFO : Epoch 1882 | loss: 0.0311908 | val_loss: 0.0311991 | Time: 2456.3 ms [2022-04-25 13:24:12 main:581] : INFO : Epoch 1883 | loss: 0.0311913 | val_loss: 0.0312003 | Time: 2509.73 ms [2022-04-25 13:24:14 main:581] : INFO : Epoch 1884 | loss: 0.0311925 | val_loss: 0.0312003 | Time: 2154.17 ms [2022-04-25 13:24:16 main:581] : INFO : Epoch 1885 | loss: 0.0311904 | val_loss: 0.0311988 | Time: 2198.2 ms [2022-04-25 13:24:19 main:581] : INFO : Epoch 1886 | loss: 0.0311922 | val_loss: 0.0311995 | Time: 2434.16 ms [2022-04-25 13:24:21 main:581] : INFO : Epoch 1887 | loss: 0.0311909 | val_loss: 0.0312004 | Time: 2548.13 ms [2022-04-25 13:24:24 main:581] : INFO : Epoch 1888 | loss: 0.0311905 | val_loss: 0.0311985 | Time: 2184.86 ms [2022-04-25 13:24:26 main:581] : INFO : Epoch 1889 | loss: 0.0311905 | val_loss: 0.031199 | Time: 2198.75 ms [2022-04-25 13:24:28 main:581] : INFO : Epoch 1890 | loss: 0.0311904 | val_loss: 0.0311992 | Time: 2302.27 ms [2022-04-25 13:24:31 main:581] : INFO : Epoch 1891 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 2583.71 ms [2022-04-25 13:24:33 main:581] : INFO : Epoch 1892 | loss: 0.0311917 | val_loss: 0.0311999 | Time: 2216.25 ms [2022-04-25 13:24:35 main:581] : INFO : Epoch 1893 | loss: 0.0311938 | val_loss: 0.0312003 | Time: 2183.9 ms [2022-04-25 13:24:37 main:581] : INFO : Epoch 1894 | loss: 0.0311968 | val_loss: 0.0312138 | Time: 2243.34 ms [2022-04-25 13:24:40 main:581] : INFO : Epoch 1895 | loss: 0.0311974 | val_loss: 0.0312018 | Time: 2723.84 ms [2022-04-25 13:24:42 main:581] : INFO : Epoch 1896 | loss: 0.0311915 | val_loss: 0.0311999 | Time: 2292.98 ms [2022-04-25 13:24:45 main:581] : INFO : Epoch 1897 | loss: 0.0311913 | val_loss: 0.031198 | Time: 2169.79 ms [2022-04-25 13:24:47 main:581] : INFO : Epoch 1898 | loss: 0.0311917 | val_loss: 0.0311974 | Time: 2221.06 ms [2022-04-25 13:24:49 main:581] : INFO : Epoch 1899 | loss: 0.0311916 | val_loss: 0.0311995 | Time: 2567.16 ms [2022-04-25 13:24:52 main:581] : INFO : Epoch 1900 | loss: 0.0311905 | val_loss: 0.0311984 | Time: 2549.16 ms [2022-04-25 13:24:54 main:581] : INFO : Epoch 1901 | loss: 0.0311894 | val_loss: 0.0311976 | Time: 2148.99 ms [2022-04-25 13:24:56 main:581] : INFO : Epoch 1902 | loss: 0.0311925 | val_loss: 0.0311987 | Time: 2230.17 ms [2022-04-25 13:24:59 main:581] : INFO : Epoch 1903 | loss: 0.0311944 | val_loss: 0.0311978 | Time: 2330.61 ms [2022-04-25 13:25:01 main:581] : INFO : Epoch 1904 | loss: 0.0311921 | val_loss: 0.0311987 | Time: 2630.2 ms [2022-04-25 13:25:03 main:581] : INFO : Epoch 1905 | loss: 0.0311921 | val_loss: 0.0312037 | Time: 2184.83 ms [2022-04-25 13:25:06 main:581] : INFO : Epoch 1906 | loss: 0.031193 | val_loss: 0.031201 | Time: 2203.28 ms [2022-04-25 13:25:08 main:581] : INFO : Epoch 1907 | loss: 0.0311896 | val_loss: 0.031198 | Time: 2247.57 ms [2022-04-25 13:25:10 main:581] : INFO : Epoch 1908 | loss: 0.0311898 | val_loss: 0.0312011 | Time: 2599.34 ms [2022-04-25 13:25:13 main:581] : INFO : Epoch 1909 | loss: 0.031189 | val_loss: 0.0311973 | Time: 2299.16 ms [2022-04-25 13:25:15 main:581] : INFO : Epoch 1910 | loss: 0.0311893 | val_loss: 0.0311983 | Time: 2165.62 ms [2022-04-25 13:25:17 main:581] : INFO : Epoch 1911 | loss: 0.0311888 | val_loss: 0.0311981 | Time: 2112.53 ms [2022-04-25 13:25:19 main:581] : INFO : Epoch 1912 | loss: 0.0311908 | val_loss: 0.0311968 | Time: 2091.92 ms [2022-04-25 13:25:21 main:581] : INFO : Epoch 1913 | loss: 0.0311906 | val_loss: 0.0312076 | Time: 2111.57 ms [2022-04-25 13:25:23 main:581] : INFO : Epoch 1914 | loss: 0.0311917 | val_loss: 0.0312091 | Time: 2024.58 ms [2022-04-25 13:25:25 main:581] : INFO : Epoch 1915 | loss: 0.0311964 | val_loss: 0.0311978 | Time: 2100.57 ms [2022-04-25 13:25:27 main:581] : INFO : Epoch 1916 | loss: 0.0311914 | val_loss: 0.0311975 | Time: 2087.54 ms [2022-04-25 13:25:30 main:581] : INFO : Epoch 1917 | loss: 0.0311898 | val_loss: 0.0312011 | Time: 2566.93 ms [2022-04-25 13:25:32 main:581] : INFO : Epoch 1918 | loss: 0.0311883 | val_loss: 0.0311981 | Time: 2213.6 ms [2022-04-25 13:25:34 main:581] : INFO : Epoch 1919 | loss: 0.0311884 | val_loss: 0.0311979 | Time: 2190.74 ms [2022-04-25 13:25:37 main:581] : INFO : Epoch 1920 | loss: 0.0311885 | val_loss: 0.0311974 | Time: 2234.54 ms [2022-04-25 13:25:39 main:581] : INFO : Epoch 1921 | loss: 0.0311903 | val_loss: 0.0312005 | Time: 2593.62 ms [2022-04-25 13:25:42 main:581] : INFO : Epoch 1922 | loss: 0.0311888 | val_loss: 0.0311981 | Time: 2262.32 ms [2022-04-25 13:25:44 main:581] : INFO : Epoch 1923 | loss: 0.0311898 | val_loss: 0.0312036 | Time: 2194.35 ms [2022-04-25 13:25:46 main:581] : INFO : Epoch 1924 | loss: 0.0311913 | val_loss: 0.0311986 | Time: 2232.97 ms [2022-04-25 13:25:48 main:581] : INFO : Epoch 1925 | loss: 0.0311903 | val_loss: 0.0311986 | Time: 2448.94 ms [2022-04-25 13:25:51 main:581] : INFO : Epoch 1926 | loss: 0.0311899 | val_loss: 0.0312008 | Time: 2399.64 ms [2022-04-25 13:25:53 main:581] : INFO : Epoch 1927 | loss: 0.0311917 | val_loss: 0.0312005 | Time: 2178.15 ms [2022-04-25 13:25:55 main:581] : INFO : Epoch 1928 | loss: 0.0311923 | val_loss: 0.0311998 | Time: 2260.4 ms [2022-04-25 13:25:58 main:581] : INFO : Epoch 1929 | loss: 0.031193 | val_loss: 0.0312007 | Time: 2299.85 ms [2022-04-25 13:26:00 main:581] : INFO : Epoch 1930 | loss: 0.0311913 | val_loss: 0.0311966 | Time: 2513.66 ms [2022-04-25 13:26:02 main:581] : INFO : Epoch 1931 | loss: 0.0311894 | val_loss: 0.0311985 | Time: 2198.14 ms [2022-04-25 13:26:05 main:581] : INFO : Epoch 1932 | loss: 0.0311897 | val_loss: 0.0312018 | Time: 2245.96 ms [2022-04-25 13:26:07 main:581] : INFO : Epoch 1933 | loss: 0.0311907 | val_loss: 0.031197 | Time: 2236.05 ms [2022-04-25 13:26:09 main:581] : INFO : Epoch 1934 | loss: 0.0311896 | val_loss: 0.031197 | Time: 2677.08 ms [2022-04-25 13:26:12 main:581] : INFO : Epoch 1935 | loss: 0.0311878 | val_loss: 0.0311965 | Time: 2241.24 ms [2022-04-25 13:26:14 main:581] : INFO : Epoch 1936 | loss: 0.0311897 | val_loss: 0.0311959 | Time: 2215.47 ms [2022-04-25 13:26:16 main:581] : INFO : Epoch 1937 | loss: 0.0311923 | val_loss: 0.0311961 | Time: 2242.03 ms [2022-04-25 13:26:19 main:581] : INFO : Epoch 1938 | loss: 0.0311895 | val_loss: 0.0311993 | Time: 2503.57 ms [2022-04-25 13:26:21 main:581] : INFO : Epoch 1939 | loss: 0.0311884 | val_loss: 0.0311976 | Time: 2431.77 ms [2022-04-25 13:26:23 main:581] : INFO : Epoch 1940 | loss: 0.031189 | val_loss: 0.0311968 | Time: 2201.22 ms [2022-04-25 13:26:25 main:581] : INFO : Epoch 1941 | loss: 0.0311885 | val_loss: 0.0311962 | Time: 2215.28 ms [2022-04-25 13:26:28 main:581] : INFO : Epoch 1942 | loss: 0.0311894 | val_loss: 0.0311973 | Time: 2349.47 ms [2022-04-25 13:26:30 main:581] : INFO : Epoch 1943 | loss: 0.0311893 | val_loss: 0.031195 | Time: 2596.89 ms [2022-04-25 13:26:33 main:581] : INFO : Epoch 1944 | loss: 0.0311903 | val_loss: 0.0311971 | Time: 2225.13 ms [2022-04-25 13:26:35 main:581] : INFO : Epoch 1945 | loss: 0.0311908 | val_loss: 0.0311975 | Time: 2202.54 ms [2022-04-25 13:26:37 main:581] : INFO : Epoch 1946 | loss: 0.0311942 | val_loss: 0.0312012 | Time: 2235.24 ms [2022-04-25 13:26:40 main:581] : INFO : Epoch 1947 | loss: 0.0311915 | val_loss: 0.0311953 | Time: 2707.61 ms [2022-04-25 13:26:42 main:581] : INFO : Epoch 1948 | loss: 0.0311888 | val_loss: 0.0311968 | Time: 2264.55 ms [2022-04-25 13:26:44 main:581] : INFO : Epoch 1949 | loss: 0.0311903 | val_loss: 0.0311957 | Time: 2206.01 ms [2022-04-25 13:26:46 main:581] : INFO : Epoch 1950 | loss: 0.0311917 | val_loss: 0.0311992 | Time: 2208.47 ms [2022-04-25 13:26:49 main:581] : INFO : Epoch 1951 | loss: 0.0311902 | val_loss: 0.031195 | Time: 2529.82 ms [2022-04-25 13:26:51 main:581] : INFO : Epoch 1952 | loss: 0.0311886 | val_loss: 0.0311969 | Time: 2431.64 ms [2022-04-25 13:26:54 main:581] : INFO : Epoch 1953 | loss: 0.0311883 | val_loss: 0.031194 | Time: 2198.99 ms [2022-04-25 13:26:56 main:581] : INFO : Epoch 1954 | loss: 0.0311881 | val_loss: 0.0311961 | Time: 2214.13 ms [2022-04-25 13:26:58 main:581] : INFO : Epoch 1955 | loss: 0.0311879 | val_loss: 0.0311963 | Time: 2354.9 ms [2022-04-25 13:27:01 main:581] : INFO : Epoch 1956 | loss: 0.0311879 | val_loss: 0.0311952 | Time: 2590.15 ms [2022-04-25 13:27:03 main:581] : INFO : Epoch 1957 | loss: 0.0311901 | val_loss: 0.0311943 | Time: 2218.87 ms [2022-04-25 13:27:05 main:581] : INFO : Epoch 1958 | loss: 0.0311923 | val_loss: 0.0311946 | Time: 2195.41 ms [2022-04-25 13:27:07 main:581] : INFO : Epoch 1959 | loss: 0.0311896 | val_loss: 0.031195 | Time: 2251.02 ms [2022-04-25 13:27:10 main:581] : INFO : Epoch 1960 | loss: 0.0311912 | val_loss: 0.0311982 | Time: 2686.16 ms [2022-04-25 13:27:12 main:581] : INFO : Epoch 1961 | loss: 0.031192 | val_loss: 0.0311955 | Time: 2258.84 ms [2022-04-25 13:27:15 main:581] : INFO : Epoch 1962 | loss: 0.0311925 | val_loss: 0.0311984 | Time: 2165.84 ms [2022-04-25 13:27:17 main:581] : INFO : Epoch 1963 | loss: 0.0311901 | val_loss: 0.0311954 | Time: 2226.07 ms [2022-04-25 13:27:19 main:581] : INFO : Epoch 1964 | loss: 0.0311895 | val_loss: 0.0311962 | Time: 2630.02 ms [2022-04-25 13:27:22 main:581] : INFO : Epoch 1965 | loss: 0.0311907 | val_loss: 0.0311968 | Time: 2438.41 ms [2022-04-25 13:27:24 main:581] : INFO : Epoch 1966 | loss: 0.0311894 | val_loss: 0.0311957 | Time: 2150.33 ms [2022-04-25 13:27:26 main:581] : INFO : Epoch 1967 | loss: 0.0311889 | val_loss: 0.0311952 | Time: 2209.6 ms [2022-04-25 13:27:29 main:581] : INFO : Epoch 1968 | loss: 0.0311893 | val_loss: 0.0311968 | Time: 2505.15 ms [2022-04-25 13:27:31 main:581] : INFO : Epoch 1969 | loss: 0.0311896 | val_loss: 0.0311955 | Time: 2597.93 ms [2022-04-25 13:27:34 main:581] : INFO : Epoch 1970 | loss: 0.03119 | val_loss: 0.0311959 | Time: 2162.45 ms [2022-04-25 13:27:36 main:581] : INFO : Epoch 1971 | loss: 0.0311888 | val_loss: 0.0311953 | Time: 2191.88 ms [2022-04-25 13:27:38 main:581] : INFO : Epoch 1972 | loss: 0.0311876 | val_loss: 0.0311985 | Time: 2357.82 ms [2022-04-25 13:27:41 main:581] : INFO : Epoch 1973 | loss: 0.0311877 | val_loss: 0.0311948 | Time: 2645.18 ms [2022-04-25 13:27:43 main:581] : INFO : Epoch 1974 | loss: 0.0311901 | val_loss: 0.0311994 | Time: 2219.62 ms [2022-04-25 13:27:45 main:581] : INFO : Epoch 1975 | loss: 0.0311885 | val_loss: 0.0311945 | Time: 2214.17 ms [2022-04-25 13:27:47 main:581] : INFO : Epoch 1976 | loss: 0.0311913 | val_loss: 0.0311966 | Time: 2202.92 ms [2022-04-25 13:27:50 main:581] : INFO : Epoch 1977 | loss: 0.0311896 | val_loss: 0.031195 | Time: 2586.77 ms [2022-04-25 13:27:52 main:581] : INFO : Epoch 1978 | loss: 0.0311897 | val_loss: 0.0311976 | Time: 2238.67 ms [2022-04-25 13:27:54 main:581] : INFO : Epoch 1979 | loss: 0.0311911 | val_loss: 0.0311945 | Time: 2224.14 ms [2022-04-25 13:27:57 main:581] : INFO : Epoch 1980 | loss: 0.031188 | val_loss: 0.0311971 | Time: 2217.58 ms [2022-04-25 13:27:59 main:581] : INFO : Epoch 1981 | loss: 0.0311933 | val_loss: 0.031198 | Time: 2440.51 ms [2022-04-25 13:28:01 main:581] : INFO : Epoch 1982 | loss: 0.0311939 | val_loss: 0.0312071 | Time: 2380.79 ms [2022-04-25 13:28:04 main:581] : INFO : Epoch 1983 | loss: 0.0311914 | val_loss: 0.0311961 | Time: 2197.1 ms [2022-04-25 13:28:06 main:581] : INFO : Epoch 1984 | loss: 0.0311899 | val_loss: 0.0311961 | Time: 2244.88 ms [2022-04-25 13:28:08 main:581] : INFO : Epoch 1985 | loss: 0.0311908 | val_loss: 0.0311984 | Time: 2318.6 ms [2022-04-25 13:28:11 main:581] : INFO : Epoch 1986 | loss: 0.0311909 | val_loss: 0.0311969 | Time: 2609.02 ms [2022-04-25 13:28:13 main:581] : INFO : Epoch 1987 | loss: 0.03119 | val_loss: 0.0311963 | Time: 2201.38 ms [2022-04-25 13:28:15 main:581] : INFO : Epoch 1988 | loss: 0.0311899 | val_loss: 0.0311977 | Time: 2223.07 ms [2022-04-25 13:28:17 main:581] : INFO : Epoch 1989 | loss: 0.031192 | val_loss: 0.0311998 | Time: 2252.99 ms [2022-04-25 13:28:20 main:581] : INFO : Epoch 1990 | loss: 0.0311931 | val_loss: 0.0311973 | Time: 2548.17 ms [2022-04-25 13:28:22 main:581] : INFO : Epoch 1991 | loss: 0.0311904 | val_loss: 0.0311991 | Time: 2049.76 ms [2022-04-25 13:28:24 main:581] : INFO : Epoch 1992 | loss: 0.0311915 | val_loss: 0.0311966 | Time: 2047.57 ms [2022-04-25 13:28:26 main:581] : INFO : Epoch 1993 | loss: 0.0311913 | val_loss: 0.0312013 | Time: 2156.82 ms [2022-04-25 13:28:28 main:581] : INFO : Epoch 1994 | loss: 0.0311934 | val_loss: 0.0312069 | Time: 2063.69 ms [2022-04-25 13:28:30 main:581] : INFO : Epoch 1995 | loss: 0.0311946 | val_loss: 0.0311958 | Time: 2096.77 ms [2022-04-25 13:28:33 main:581] : INFO : Epoch 1996 | loss: 0.0311883 | val_loss: 0.0311939 | Time: 2215.88 ms [2022-04-25 13:28:35 main:581] : INFO : Epoch 1997 | loss: 0.0311873 | val_loss: 0.0311941 | Time: 2348.31 ms [2022-04-25 13:28:38 main:581] : INFO : Epoch 1998 | loss: 0.0311871 | val_loss: 0.0311978 | Time: 2589.15 ms [2022-04-25 13:28:40 main:581] : INFO : Epoch 1999 | loss: 0.0311881 | val_loss: 0.0311942 | Time: 2188.89 ms [2022-04-25 13:28:42 main:581] : INFO : Epoch 2000 | loss: 0.0311885 | val_loss: 0.0311965 | Time: 2207.45 ms [2022-04-25 13:28:44 main:581] : INFO : Epoch 2001 | loss: 0.0311894 | val_loss: 0.0311965 | Time: 2230.38 ms [2022-04-25 13:28:47 main:581] : INFO : Epoch 2002 | loss: 0.0311881 | val_loss: 0.0311977 | Time: 2626.59 ms [2022-04-25 13:28:49 main:581] : INFO : Epoch 2003 | loss: 0.0311881 | val_loss: 0.0311944 | Time: 2270.63 ms [2022-04-25 13:28:51 main:581] : INFO : Epoch 2004 | loss: 0.0311887 | val_loss: 0.0311943 | Time: 2185.78 ms [2022-04-25 13:28:54 main:581] : INFO : Epoch 2005 | loss: 0.0311884 | val_loss: 0.0312074 | Time: 2245.55 ms [2022-04-25 13:28:56 main:581] : INFO : Epoch 2006 | loss: 0.031191 | val_loss: 0.0312015 | Time: 2415.41 ms [2022-04-25 13:28:58 main:581] : INFO : Epoch 2007 | loss: 0.0311897 | val_loss: 0.0311962 | Time: 2489.4 ms [2022-04-25 13:29:01 main:581] : INFO : Epoch 2008 | loss: 0.031188 | val_loss: 0.0311972 | Time: 2156.76 ms [2022-04-25 13:29:03 main:581] : INFO : Epoch 2009 | loss: 0.0311896 | val_loss: 0.0311941 | Time: 2249.91 ms [2022-04-25 13:29:05 main:581] : INFO : Epoch 2010 | loss: 0.0311874 | val_loss: 0.031196 | Time: 2260.02 ms [2022-04-25 13:29:08 main:581] : INFO : Epoch 2011 | loss: 0.0311873 | val_loss: 0.0311947 | Time: 2564.88 ms [2022-04-25 13:29:10 main:581] : INFO : Epoch 2012 | loss: 0.031187 | val_loss: 0.0311938 | Time: 2215.03 ms [2022-04-25 13:29:12 main:581] : INFO : Epoch 2013 | loss: 0.0311865 | val_loss: 0.0311953 | Time: 2218.61 ms [2022-04-25 13:29:14 main:581] : INFO : Epoch 2014 | loss: 0.0311874 | val_loss: 0.0311957 | Time: 2228.78 ms [2022-04-25 13:29:17 main:581] : INFO : Epoch 2015 | loss: 0.0311869 | val_loss: 0.0311944 | Time: 2519.43 ms [2022-04-25 13:29:19 main:581] : INFO : Epoch 2016 | loss: 0.0311888 | val_loss: 0.0311952 | Time: 2320.22 ms [2022-04-25 13:29:21 main:581] : INFO : Epoch 2017 | loss: 0.0311936 | val_loss: 0.0311972 | Time: 2177.05 ms [2022-04-25 13:29:24 main:581] : INFO : Epoch 2018 | loss: 0.0311867 | val_loss: 0.031197 | Time: 2234.32 ms [2022-04-25 13:29:26 main:581] : INFO : Epoch 2019 | loss: 0.0311867 | val_loss: 0.0311949 | Time: 2390.43 ms [2022-04-25 13:29:28 main:581] : INFO : Epoch 2020 | loss: 0.0311875 | val_loss: 0.0311948 | Time: 2468.81 ms [2022-04-25 13:29:31 main:581] : INFO : Epoch 2021 | loss: 0.0311897 | val_loss: 0.0311988 | Time: 2187.02 ms [2022-04-25 13:29:33 main:581] : INFO : Epoch 2022 | loss: 0.0311888 | val_loss: 0.0311974 | Time: 2214.72 ms [2022-04-25 13:29:35 main:581] : INFO : Epoch 2023 | loss: 0.0311872 | val_loss: 0.0311948 | Time: 2284.09 ms [2022-04-25 13:29:38 main:581] : INFO : Epoch 2024 | loss: 0.0311856 | val_loss: 0.031196 | Time: 2538.3 ms [2022-04-25 13:29:40 main:581] : INFO : Epoch 2025 | loss: 0.0311863 | val_loss: 0.0311937 | Time: 2226.33 ms [2022-04-25 13:29:42 main:581] : INFO : Epoch 2026 | loss: 0.0311921 | val_loss: 0.0312116 | Time: 2187.73 ms [2022-04-25 13:29:44 main:581] : INFO : Epoch 2027 | loss: 0.0312104 | val_loss: 0.0312136 | Time: 2232.38 ms [2022-04-25 13:29:47 main:581] : INFO : Epoch 2028 | loss: 0.0312064 | val_loss: 0.0312086 | Time: 2664.94 ms [2022-04-25 13:29:49 main:581] : INFO : Epoch 2029 | loss: 0.0311973 | val_loss: 0.0311992 | Time: 2289.98 ms [2022-04-25 13:29:51 main:581] : INFO : Epoch 2030 | loss: 0.0311923 | val_loss: 0.0311986 | Time: 2202.68 ms [2022-04-25 13:29:54 main:581] : INFO : Epoch 2031 | loss: 0.0311905 | val_loss: 0.031195 | Time: 2211.03 ms [2022-04-25 13:29:56 main:581] : INFO : Epoch 2032 | loss: 0.0311932 | val_loss: 0.031195 | Time: 2494.73 ms [2022-04-25 13:29:59 main:581] : INFO : Epoch 2033 | loss: 0.0311896 | val_loss: 0.0311956 | Time: 2504.76 ms [2022-04-25 13:30:01 main:581] : INFO : Epoch 2034 | loss: 0.0311882 | val_loss: 0.0312015 | Time: 2178.31 ms [2022-04-25 13:30:03 main:581] : INFO : Epoch 2035 | loss: 0.0311896 | val_loss: 0.0311963 | Time: 2210.51 ms [2022-04-25 13:30:05 main:581] : INFO : Epoch 2036 | loss: 0.0311887 | val_loss: 0.0311958 | Time: 2327.83 ms [2022-04-25 13:30:08 main:581] : INFO : Epoch 2037 | loss: 0.0311919 | val_loss: 0.0311981 | Time: 2558.51 ms [2022-04-25 13:30:10 main:581] : INFO : Epoch 2038 | loss: 0.0311888 | val_loss: 0.0311965 | Time: 2204.85 ms [2022-04-25 13:30:12 main:581] : INFO : Epoch 2039 | loss: 0.0311911 | val_loss: 0.0312014 | Time: 2184.78 ms [2022-04-25 13:30:15 main:581] : INFO : Epoch 2040 | loss: 0.0311921 | val_loss: 0.0311979 | Time: 2253.62 ms [2022-04-25 13:30:17 main:581] : INFO : Epoch 2041 | loss: 0.0311925 | val_loss: 0.0311973 | Time: 2760.92 ms [2022-04-25 13:30:20 main:581] : INFO : Epoch 2042 | loss: 0.0311902 | val_loss: 0.031196 | Time: 2277.57 ms [2022-04-25 13:30:22 main:581] : INFO : Epoch 2043 | loss: 0.0311886 | val_loss: 0.031195 | Time: 2200.06 ms [2022-04-25 13:30:24 main:581] : INFO : Epoch 2044 | loss: 0.031188 | val_loss: 0.0311943 | Time: 2202.04 ms [2022-04-25 13:30:27 main:581] : INFO : Epoch 2045 | loss: 0.0311873 | val_loss: 0.0311966 | Time: 2524.71 ms [2022-04-25 13:30:29 main:581] : INFO : Epoch 2046 | loss: 0.0311883 | val_loss: 0.0311954 | Time: 2449.19 ms [2022-04-25 13:30:31 main:581] : INFO : Epoch 2047 | loss: 0.0311876 | val_loss: 0.0312004 | Time: 2171.41 ms [2022-04-25 13:30:33 main:581] : INFO : Epoch 2048 | loss: 0.0311877 | val_loss: 0.0311951 | Time: 2221.45 ms [2022-04-25 13:30:33 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311951 [2022-04-25 13:30:33 main:610] : INFO : Saving end state to config to file [2022-04-25 13:30:33 main:615] : INFO : Success, exiting.. 13:30:33 (1137042): 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)