Task 14337370
| Name | ParityModified-1647046479-2400-2-0_2 |
| Workunit | 11170411 |
| Created | 4 Apr 2022, 4:47:12 UTC |
| Sent | 4 Apr 2022, 6:01:57 UTC |
| Report deadline | 12 Apr 2022, 6:01:57 UTC |
| Received | 4 Apr 2022, 23:12:41 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 13 min |
| CPU time | 1 hours 12 min 31 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ch 1537 | loss: 0.0312069 | val_loss: 0.0312092 | Time: 2045.14 ms [2022-04-04 17:53:23 main:574] : INFO : Epoch 1538 | loss: 0.0312077 | val_loss: 0.0312085 | Time: 2174.47 ms [2022-04-04 17:53:25 main:574] : INFO : Epoch 1539 | loss: 0.0312061 | val_loss: 0.0312058 | Time: 2049.93 ms [2022-04-04 17:53:27 main:574] : INFO : Epoch 1540 | loss: 0.0312056 | val_loss: 0.0312052 | Time: 2187.93 ms [2022-04-04 17:53:29 main:574] : INFO : Epoch 1541 | loss: 0.0312067 | val_loss: 0.0312056 | Time: 2018.61 ms [2022-04-04 17:53:31 main:574] : INFO : Epoch 1542 | loss: 0.0312064 | val_loss: 0.0312071 | Time: 2205.99 ms [2022-04-04 17:53:33 main:574] : INFO : Epoch 1543 | loss: 0.0312064 | val_loss: 0.0312056 | Time: 2041.69 ms [2022-04-04 17:53:35 main:574] : INFO : Epoch 1544 | loss: 0.0312064 | val_loss: 0.0312079 | Time: 2114.49 ms [2022-04-04 17:53:37 main:574] : INFO : Epoch 1545 | loss: 0.031207 | val_loss: 0.0312083 | Time: 2056.02 ms [2022-04-04 17:53:39 main:574] : INFO : Epoch 1546 | loss: 0.0312058 | val_loss: 0.0312048 | Time: 2109.58 ms [2022-04-04 17:53:42 main:574] : INFO : Epoch 1547 | loss: 0.0312059 | val_loss: 0.0312065 | Time: 2171.68 ms [2022-04-04 17:53:44 main:574] : INFO : Epoch 1548 | loss: 0.0312056 | val_loss: 0.031206 | Time: 2086.23 ms [2022-04-04 17:53:46 main:574] : INFO : Epoch 1549 | loss: 0.0312064 | val_loss: 0.0312047 | Time: 2070.18 ms [2022-04-04 17:53:48 main:574] : INFO : Epoch 1550 | loss: 0.0312059 | val_loss: 0.0312079 | Time: 2101.91 ms [2022-04-04 17:53:50 main:574] : INFO : Epoch 1551 | loss: 0.0312056 | val_loss: 0.0312053 | Time: 2176.12 ms [2022-04-04 17:53:52 main:574] : INFO : Epoch 1552 | loss: 0.0312053 | val_loss: 0.0312062 | Time: 2038.55 ms [2022-04-04 17:53:54 main:574] : INFO : Epoch 1553 | loss: 0.0312055 | val_loss: 0.0312064 | Time: 2256.52 ms [2022-04-04 17:53:56 main:574] : INFO : Epoch 1554 | loss: 0.0312055 | val_loss: 0.0312046 | Time: 2058.77 ms [2022-04-04 17:53:59 main:574] : INFO : Epoch 1555 | loss: 0.0312056 | val_loss: 0.0312056 | Time: 2184.76 ms [2022-04-04 17:54:01 main:574] : INFO : Epoch 1556 | loss: 0.0312069 | val_loss: 0.031206 | Time: 2049.63 ms [2022-04-04 17:54:03 main:574] : INFO : Epoch 1557 | loss: 0.0312067 | val_loss: 0.0312059 | Time: 2209.76 ms [2022-04-04 17:54:05 main:574] : INFO : Epoch 1558 | loss: 0.0312055 | val_loss: 0.031205 | Time: 2088.57 ms [2022-04-04 17:54:07 main:574] : INFO : Epoch 1559 | loss: 0.0312077 | val_loss: 0.0312076 | Time: 2141.56 ms [2022-04-04 17:54:09 main:574] : INFO : Epoch 1560 | loss: 0.0312087 | val_loss: 0.0312054 | Time: 2051.12 ms [2022-04-04 17:54:11 main:574] : INFO : Epoch 1561 | loss: 0.0312061 | val_loss: 0.031206 | Time: 2200.49 ms [2022-04-04 17:54:13 main:574] : INFO : Epoch 1562 | loss: 0.0312067 | val_loss: 0.031205 | Time: 2066.24 ms [2022-04-04 17:54:16 main:574] : INFO : Epoch 1563 | loss: 0.0312055 | val_loss: 0.0312053 | Time: 2136.58 ms [2022-04-04 17:54:18 main:574] : INFO : Epoch 1564 | loss: 0.0312086 | val_loss: 0.031206 | Time: 2116.77 ms [2022-04-04 17:54:20 main:574] : INFO : Epoch 1565 | loss: 0.0312062 | val_loss: 0.0312062 | Time: 2073.81 ms [2022-04-04 17:54:22 main:574] : INFO : Epoch 1566 | loss: 0.0312064 | val_loss: 0.0312056 | Time: 2172.12 ms [2022-04-04 17:54:24 main:574] : INFO : Epoch 1567 | loss: 0.0312054 | val_loss: 0.0312063 | Time: 2051.25 ms [2022-04-04 17:54:26 main:574] : INFO : Epoch 1568 | loss: 0.031205 | val_loss: 0.0312068 | Time: 2176.71 ms [2022-04-04 17:54:28 main:574] : INFO : Epoch 1569 | loss: 0.0312076 | val_loss: 0.0312061 | Time: 2035.89 ms [2022-04-04 17:54:30 main:574] : INFO : Epoch 1570 | loss: 0.0312067 | val_loss: 0.0312061 | Time: 2202.84 ms [2022-04-04 17:54:32 main:574] : INFO : Epoch 1571 | loss: 0.0312057 | val_loss: 0.031205 | Time: 2024.36 ms [2022-04-04 17:54:35 main:574] : INFO : Epoch 1572 | loss: 0.0312056 | val_loss: 0.0312086 | Time: 2176.17 ms [2022-04-04 17:54:37 main:574] : INFO : Epoch 1573 | loss: 0.0312075 | val_loss: 0.0312109 | Time: 2119.26 ms [2022-04-04 17:54:39 main:574] : INFO : Epoch 1574 | loss: 0.0312069 | val_loss: 0.0312071 | Time: 2213.28 ms [2022-04-04 17:54:41 main:574] : INFO : Epoch 1575 | loss: 0.031206 | val_loss: 0.0312056 | Time: 2028.07 ms [2022-04-04 17:54:43 main:574] : INFO : Epoch 1576 | loss: 0.0312062 | val_loss: 0.0312068 | Time: 2150.88 ms [2022-04-04 17:54:45 main:574] : INFO : Epoch 1577 | loss: 0.0312063 | val_loss: 0.0312049 | Time: 2072.4 ms [2022-04-04 17:54:47 main:574] : INFO : Epoch 1578 | loss: 0.0312056 | val_loss: 0.0312055 | Time: 2117.04 ms [2022-04-04 17:54:49 main:574] : INFO : Epoch 1579 | loss: 0.0312058 | val_loss: 0.0312056 | Time: 2102.26 ms [2022-04-04 17:54:52 main:574] : INFO : Epoch 1580 | loss: 0.0312069 | val_loss: 0.0312098 | Time: 2085.55 ms [2022-04-04 17:54:54 main:574] : INFO : Epoch 1581 | loss: 0.0312074 | val_loss: 0.0312119 | Time: 2125.06 ms [2022-04-04 17:54:56 main:574] : INFO : Epoch 1582 | loss: 0.0312086 | val_loss: 0.031209 | Time: 2070.74 ms [2022-04-04 17:54:58 main:574] : INFO : Epoch 1583 | loss: 0.0312061 | val_loss: 0.0312064 | Time: 2126.26 ms [2022-04-04 17:55:00 main:574] : INFO : Epoch 1584 | loss: 0.0312052 | val_loss: 0.0312054 | Time: 2036.03 ms [2022-04-04 17:55:02 main:574] : INFO : Epoch 1585 | loss: 0.0312048 | val_loss: 0.0312058 | Time: 2174.63 ms [2022-04-04 17:55:04 main:574] : INFO : Epoch 1586 | loss: 0.0312062 | val_loss: 0.0312062 | Time: 2073.07 ms [2022-04-04 17:55:06 main:574] : INFO : Epoch 1587 | loss: 0.0312054 | val_loss: 0.0312063 | Time: 2212.96 ms [2022-04-04 17:55:08 main:574] : INFO : Epoch 1588 | loss: 0.0312057 | val_loss: 0.0312069 | Time: 1961.64 ms [2022-04-04 17:55:11 main:574] : INFO : Epoch 1589 | loss: 0.031208 | val_loss: 0.0312071 | Time: 2247.53 ms [2022-04-04 17:55:13 main:574] : INFO : Epoch 1590 | loss: 0.0312062 | val_loss: 0.0312082 | Time: 2047.33 ms [2022-04-04 17:55:15 main:574] : INFO : Epoch 1591 | loss: 0.0312059 | val_loss: 0.0312053 | Time: 2249.66 ms [2022-04-04 17:55:17 main:574] : INFO : Epoch 1592 | loss: 0.0312054 | val_loss: 0.0312055 | Time: 2069.74 ms [2022-04-04 17:55:19 main:574] : INFO : Epoch 1593 | loss: 0.0312055 | val_loss: 0.0312075 | Time: 2228.09 ms [2022-04-04 17:55:21 main:574] : INFO : Epoch 1594 | loss: 0.0312053 | val_loss: 0.0312081 | Time: 2169.94 ms [2022-04-04 17:55:24 main:574] : INFO : Epoch 1595 | loss: 0.0312068 | val_loss: 0.0312085 | Time: 2070.75 ms [2022-04-04 17:55:26 main:574] : INFO : Epoch 1596 | loss: 0.0312053 | val_loss: 0.0312067 | Time: 2083.37 ms [2022-04-04 17:55:28 main:574] : INFO : Epoch 1597 | loss: 0.031207 | val_loss: 0.0312061 | Time: 2098.38 ms [2022-04-04 17:55:30 main:574] : INFO : Epoch 1598 | loss: 0.0312054 | val_loss: 0.031206 | Time: 2119.57 ms [2022-04-04 17:55:32 main:574] : INFO : Epoch 1599 | loss: 0.0312089 | val_loss: 0.0312087 | Time: 2090.06 ms [2022-04-04 17:55:34 main:574] : INFO : Epoch 1600 | loss: 0.0312069 | val_loss: 0.0312052 | Time: 2261.5 ms [2022-04-04 17:55:36 main:574] : INFO : Epoch 1601 | loss: 0.0312057 | val_loss: 0.0312057 | Time: 1983.48 ms [2022-04-04 17:55:38 main:574] : INFO : Epoch 1602 | loss: 0.0312053 | val_loss: 0.0312074 | Time: 2242.82 ms [2022-04-04 17:55:40 main:574] : INFO : Epoch 1603 | loss: 0.0312063 | val_loss: 0.031205 | Time: 2039.64 ms [2022-04-04 17:55:43 main:574] : INFO : Epoch 1604 | loss: 0.0312059 | val_loss: 0.031206 | Time: 2226.11 ms [2022-04-04 17:55:45 main:574] : INFO : Epoch 1605 | loss: 0.0312054 | val_loss: 0.0312058 | Time: 2021.12 ms [2022-04-04 17:55:47 main:574] : INFO : Epoch 1606 | loss: 0.0312063 | val_loss: 0.0312075 | Time: 2372.35 ms [2022-04-04 17:55:49 main:574] : INFO : Epoch 1607 | loss: 0.0312072 | val_loss: 0.0312079 | Time: 2015.96 ms [2022-04-04 17:55:51 main:574] : INFO : Epoch 1608 | loss: 0.0312051 | val_loss: 0.0312055 | Time: 2160.11 ms [2022-04-04 17:55:53 main:574] : INFO : Epoch 1609 | loss: 0.0312062 | val_loss: 0.0312065 | Time: 2070.16 ms [2022-04-04 17:55:56 main:574] : INFO : Epoch 1610 | loss: 0.0312053 | val_loss: 0.0312056 | Time: 2142.98 ms [2022-04-04 17:55:58 main:574] : INFO : Epoch 1611 | loss: 0.031205 | val_loss: 0.0312049 | Time: 2142.22 ms [2022-04-04 17:56:00 main:574] : INFO : Epoch 1612 | loss: 0.0312046 | val_loss: 0.0312055 | Time: 2082.84 ms [2022-04-04 17:56:02 main:574] : INFO : Epoch 1613 | loss: 0.0312056 | val_loss: 0.0312055 | Time: 2139.02 ms [2022-04-04 17:56:04 main:574] : INFO : Epoch 1614 | loss: 0.0312054 | val_loss: 0.0312062 | Time: 2030.31 ms [2022-04-04 17:56:06 main:574] : INFO : Epoch 1615 | loss: 0.0312069 | val_loss: 0.0312104 | Time: 2226.61 ms [2022-04-04 17:56:08 main:574] : INFO : Epoch 1616 | loss: 0.0312069 | val_loss: 0.0312058 | Time: 2027.84 ms [2022-04-04 17:56:10 main:574] : INFO : Epoch 1617 | loss: 0.0312059 | val_loss: 0.0312074 | Time: 2203.43 ms [2022-04-04 17:56:12 main:574] : INFO : Epoch 1618 | loss: 0.0312058 | val_loss: 0.0312063 | Time: 2003.76 ms [2022-04-04 17:56:15 main:574] : INFO : Epoch 1619 | loss: 0.0312054 | val_loss: 0.0312052 | Time: 2217.57 ms [2022-04-04 17:56:17 main:574] : INFO : Epoch 1620 | loss: 0.0312051 | val_loss: 0.0312054 | Time: 2092.93 ms [2022-04-04 17:56:19 main:574] : INFO : Epoch 1621 | loss: 0.0312056 | val_loss: 0.0312064 | Time: 2193.13 ms [2022-04-04 17:56:21 main:574] : INFO : Epoch 1622 | loss: 0.0312097 | val_loss: 0.0312165 | Time: 2029.69 ms [2022-04-04 17:56:23 main:574] : INFO : Epoch 1623 | loss: 0.0312085 | val_loss: 0.031207 | Time: 2154.6 ms [2022-04-04 17:56:25 main:574] : INFO : Epoch 1624 | loss: 0.0312058 | val_loss: 0.0312057 | Time: 2214.59 ms [2022-04-04 17:56:28 main:574] : INFO : Epoch 1625 | loss: 0.0312046 | val_loss: 0.0312051 | Time: 2252.66 ms [2022-04-04 17:56:30 main:574] : INFO : Epoch 1626 | loss: 0.0312056 | val_loss: 0.0312096 | Time: 2098.66 ms [2022-04-04 17:56:32 main:574] : INFO : Epoch 1627 | loss: 0.0312065 | val_loss: 0.031208 | Time: 2009.81 ms [2022-04-04 17:56:34 main:574] : INFO : Epoch 1628 | loss: 0.0312054 | val_loss: 0.0312055 | Time: 2169.23 ms [2022-04-04 17:56:36 main:574] : INFO : Epoch 1629 | loss: 0.0312048 | val_loss: 0.0312047 | Time: 1997.04 ms [2022-04-04 17:56:38 main:574] : INFO : Epoch 1630 | loss: 0.0312054 | val_loss: 0.0312057 | Time: 2132 ms [2022-04-04 17:56:40 main:574] : INFO : Epoch 1631 | loss: 0.0312072 | val_loss: 0.0312053 | Time: 2050.16 ms [2022-04-04 17:56:42 main:574] : INFO : Epoch 1632 | loss: 0.0312077 | val_loss: 0.0312067 | Time: 2223.53 ms [2022-04-04 17:56:44 main:574] : INFO : Epoch 1633 | loss: 0.0312079 | val_loss: 0.0312106 | Time: 2068.25 ms [2022-04-04 17:56:47 main:574] : INFO : Epoch 1634 | loss: 0.0312065 | val_loss: 0.0312076 | Time: 2270.38 ms [2022-04-04 17:56:49 main:574] : INFO : Epoch 1635 | loss: 0.0312066 | val_loss: 0.0312073 | Time: 2005.97 ms [2022-04-04 17:56:51 main:574] : INFO : Epoch 1636 | loss: 0.0312071 | val_loss: 0.031208 | Time: 2187.63 ms [2022-04-04 17:56:53 main:574] : INFO : Epoch 1637 | loss: 0.0312053 | val_loss: 0.0312084 | Time: 2022.95 ms [2022-04-04 17:56:55 main:574] : INFO : Epoch 1638 | loss: 0.0312061 | val_loss: 0.0312058 | Time: 2166.49 ms [2022-04-04 17:56:57 main:574] : INFO : Epoch 1639 | loss: 0.0312081 | val_loss: 0.0312064 | Time: 2062.92 ms [2022-04-04 17:56:59 main:574] : INFO : Epoch 1640 | loss: 0.0312083 | val_loss: 0.0312056 | Time: 2204.77 ms [2022-04-04 17:57:01 main:574] : INFO : Epoch 1641 | loss: 0.0312062 | val_loss: 0.0312057 | Time: 2110.87 ms [2022-04-04 17:57:04 main:574] : INFO : Epoch 1642 | loss: 0.0312061 | val_loss: 0.0312068 | Time: 2096.95 ms [2022-04-04 17:57:06 main:574] : INFO : Epoch 1643 | loss: 0.0312055 | val_loss: 0.0312058 | Time: 2057.23 ms [2022-04-04 17:57:08 main:574] : INFO : Epoch 1644 | loss: 0.0312055 | val_loss: 0.0312054 | Time: 2086.73 ms [2022-04-04 17:57:10 main:574] : INFO : Epoch 1645 | loss: 0.0312058 | val_loss: 0.0312089 | Time: 2133.37 ms [2022-04-04 17:57:12 main:574] : INFO : Epoch 1646 | loss: 0.0312081 | val_loss: 0.031208 | Time: 2168.84 ms [2022-04-04 17:57:14 main:574] : INFO : Epoch 1647 | loss: 0.0312065 | val_loss: 0.0312076 | Time: 1998.33 ms [2022-04-04 17:57:16 main:574] : INFO : Epoch 1648 | loss: 0.0312062 | val_loss: 0.0312058 | Time: 1914.75 ms [2022-04-04 17:57:18 main:574] : INFO : Epoch 1649 | loss: 0.031205 | val_loss: 0.031206 | Time: 1995.93 ms [2022-04-04 17:57:20 main:574] : INFO : Epoch 1650 | loss: 0.0312048 | val_loss: 0.0312057 | Time: 1901.54 ms [2022-04-04 17:57:22 main:574] : INFO : Epoch 1651 | loss: 0.0312058 | val_loss: 0.0312059 | Time: 1951.41 ms [2022-04-04 17:57:24 main:574] : INFO : Epoch 1652 | loss: 0.0312056 | val_loss: 0.0312077 | Time: 2016.64 ms [2022-04-04 17:57:26 main:574] : INFO : Epoch 1653 | loss: 0.0312059 | val_loss: 0.0312073 | Time: 2210.45 ms [2022-04-04 17:57:28 main:574] : INFO : Epoch 1654 | loss: 0.0312062 | val_loss: 0.0312051 | Time: 2249.11 ms [2022-04-04 17:57:30 main:574] : INFO : Epoch 1655 | loss: 0.0312045 | val_loss: 0.0312051 | Time: 2039.78 ms [2022-04-04 17:57:32 main:574] : INFO : Epoch 1656 | loss: 0.031205 | val_loss: 0.0312063 | Time: 1974.44 ms [2022-04-04 17:57:34 main:574] : INFO : Epoch 1657 | loss: 0.0312055 | val_loss: 0.0312081 | Time: 2062.66 ms [2022-04-04 17:57:36 main:574] : INFO : Epoch 1658 | loss: 0.0312078 | val_loss: 0.031209 | Time: 1982.12 ms [2022-04-04 17:57:38 main:574] : INFO : Epoch 1659 | loss: 0.0312071 | val_loss: 0.0312049 | Time: 1946.16 ms [2022-04-04 17:57:40 main:574] : INFO : Epoch 1660 | loss: 0.0312047 | val_loss: 0.0312052 | Time: 1921.85 ms [2022-04-04 17:57:42 main:574] : INFO : Epoch 1661 | loss: 0.0312069 | val_loss: 0.0312045 | Time: 2173.81 ms [2022-04-04 17:57:44 main:574] : INFO : Epoch 1662 | loss: 0.0312067 | val_loss: 0.031206 | Time: 2016.94 ms [2022-04-04 17:57:47 main:574] : INFO : Epoch 1663 | loss: 0.0312064 | val_loss: 0.031204 | Time: 2152.29 ms [2022-04-04 17:57:49 main:574] : INFO : Epoch 1664 | loss: 0.0312047 | val_loss: 0.0312051 | Time: 2111.5 ms [2022-04-04 17:57:51 main:574] : INFO : Epoch 1665 | loss: 0.0312055 | val_loss: 0.0312053 | Time: 2111.74 ms [2022-04-04 17:57:53 main:574] : INFO : Epoch 1666 | loss: 0.0312056 | val_loss: 0.0312042 | Time: 2128.59 ms [2022-04-04 17:57:55 main:574] : INFO : Epoch 1667 | loss: 0.0312047 | val_loss: 0.0312047 | Time: 2039.12 ms [2022-04-04 17:57:57 main:574] : INFO : Epoch 1668 | loss: 0.0312048 | val_loss: 0.0312046 | Time: 2203.15 ms [2022-04-04 17:57:59 main:574] : INFO : Epoch 1669 | loss: 0.0312081 | val_loss: 0.0312096 | Time: 1986.8 ms [2022-04-04 17:58:01 main:574] : INFO : Epoch 1670 | loss: 0.0312111 | val_loss: 0.0312041 | Time: 2208.63 ms [2022-04-04 17:58:03 main:574] : INFO : Epoch 1671 | loss: 0.0312086 | val_loss: 0.0312047 | Time: 2015.94 ms [2022-04-04 17:58:06 main:574] : INFO : Epoch 1672 | loss: 0.0312045 | val_loss: 0.0312043 | Time: 2203.8 ms [2022-04-04 17:58:08 main:574] : INFO : Epoch 1673 | loss: 0.031205 | val_loss: 0.031204 | Time: 1999.94 ms [2022-04-04 17:58:10 main:574] : INFO : Epoch 1674 | loss: 0.0312037 | val_loss: 0.0312054 | Time: 2209.95 ms [2022-04-04 17:58:12 main:574] : INFO : Epoch 1675 | loss: 0.0312046 | val_loss: 0.0312053 | Time: 1996.47 ms [2022-04-04 17:58:14 main:574] : INFO : Epoch 1676 | loss: 0.0312039 | val_loss: 0.0312044 | Time: 2236.57 ms [2022-04-04 17:58:16 main:574] : INFO : Epoch 1677 | loss: 0.0312047 | val_loss: 0.0312042 | Time: 1994.49 ms [2022-04-04 17:58:18 main:574] : INFO : Epoch 1678 | loss: 0.0312036 | val_loss: 0.0312041 | Time: 2182.74 ms [2022-04-04 17:58:20 main:574] : INFO : Epoch 1679 | loss: 0.0312037 | val_loss: 0.0312042 | Time: 2051.26 ms [2022-04-04 17:58:22 main:574] : INFO : Epoch 1680 | loss: 0.0312036 | val_loss: 0.0312039 | Time: 2103.16 ms [2022-04-04 17:58:25 main:574] : INFO : Epoch 1681 | loss: 0.0312053 | val_loss: 0.0312052 | Time: 2041.34 ms [2022-04-04 17:58:27 main:574] : INFO : Epoch 1682 | loss: 0.0312047 | val_loss: 0.0312037 | Time: 2120.52 ms [2022-04-04 17:58:29 main:574] : INFO : Epoch 1683 | loss: 0.0312048 | val_loss: 0.0312046 | Time: 2101.16 ms [2022-04-04 17:58:31 main:574] : INFO : Epoch 1684 | loss: 0.031205 | val_loss: 0.0312064 | Time: 2045.87 ms [2022-04-04 17:58:33 main:574] : INFO : Epoch 1685 | loss: 0.0312051 | val_loss: 0.0312065 | Time: 2138.15 ms [2022-04-04 17:58:35 main:574] : INFO : Epoch 1686 | loss: 0.0312059 | val_loss: 0.0312079 | Time: 2018.49 ms [2022-04-04 17:58:37 main:574] : INFO : Epoch 1687 | loss: 0.0312047 | val_loss: 0.0312037 | Time: 2144.47 ms [2022-04-04 17:58:39 main:574] : INFO : Epoch 1688 | loss: 0.0312041 | val_loss: 0.0312061 | Time: 1962.34 ms [2022-04-04 17:58:41 main:574] : INFO : Epoch 1689 | loss: 0.0312055 | val_loss: 0.0312047 | Time: 2190.1 ms [2022-04-04 17:58:43 main:574] : INFO : Epoch 1690 | loss: 0.0312045 | val_loss: 0.0312038 | Time: 1992.19 ms [2022-04-04 17:58:45 main:574] : INFO : Epoch 1691 | loss: 0.0312042 | val_loss: 0.031204 | Time: 2199.57 ms [2022-04-04 17:58:48 main:574] : INFO : Epoch 1692 | loss: 0.0312046 | val_loss: 0.0312036 | Time: 2049.4 ms [2022-04-04 17:58:50 main:574] : INFO : Epoch 1693 | loss: 0.0312052 | val_loss: 0.0312036 | Time: 2147.55 ms [2022-04-04 17:58:52 main:574] : INFO : Epoch 1694 | loss: 0.0312041 | val_loss: 0.0312037 | Time: 2007.72 ms [2022-04-04 17:58:54 main:574] : INFO : Epoch 1695 | loss: 0.0312041 | val_loss: 0.0312033 | Time: 2232.45 ms [2022-04-04 17:58:56 main:574] : INFO : Epoch 1696 | loss: 0.0312033 | val_loss: 0.0312053 | Time: 1988.21 ms [2022-04-04 17:58:58 main:574] : INFO : Epoch 1697 | loss: 0.0312055 | val_loss: 0.0312064 | Time: 2163.83 ms [2022-04-04 17:59:00 main:574] : INFO : Epoch 1698 | loss: 0.0312049 | val_loss: 0.0312043 | Time: 2051.28 ms [2022-04-04 17:59:02 main:574] : INFO : Epoch 1699 | loss: 0.0312034 | val_loss: 0.0312043 | Time: 2132.4 ms [2022-04-04 17:59:04 main:574] : INFO : Epoch 1700 | loss: 0.0312033 | val_loss: 0.0312056 | Time: 2015.38 ms [2022-04-04 17:59:06 main:574] : INFO : Epoch 1701 | loss: 0.0312049 | val_loss: 0.0312036 | Time: 2083.9 ms [2022-04-04 17:59:08 main:574] : INFO : Epoch 1702 | loss: 0.0312041 | val_loss: 0.0312058 | Time: 1991.91 ms [2022-04-04 17:59:11 main:574] : INFO : Epoch 1703 | loss: 0.0312035 | val_loss: 0.0312042 | Time: 2116.72 ms [2022-04-04 17:59:13 main:574] : INFO : Epoch 1704 | loss: 0.0312034 | val_loss: 0.03121 | Time: 2033.92 ms [2022-04-04 17:59:15 main:574] : INFO : Epoch 1705 | loss: 0.0312082 | val_loss: 0.0312113 | Time: 2082.02 ms [2022-04-04 17:59:17 main:574] : INFO : Epoch 1706 | loss: 0.0312068 | val_loss: 0.0312035 | Time: 2133.51 ms [2022-04-04 17:59:19 main:574] : INFO : Epoch 1707 | loss: 0.0312034 | val_loss: 0.0312051 | Time: 2108.11 ms [2022-04-04 17:59:21 main:574] : INFO : Epoch 1708 | loss: 0.0312033 | val_loss: 0.0312035 | Time: 2160.54 ms [2022-04-04 17:59:23 main:574] : INFO : Epoch 1709 | loss: 0.0312034 | val_loss: 0.0312043 | Time: 2029.86 ms [2022-04-04 17:59:25 main:574] : INFO : Epoch 1710 | loss: 0.0312038 | val_loss: 0.0312038 | Time: 2105.21 ms [2022-04-04 17:59:27 main:574] : INFO : Epoch 1711 | loss: 0.0312029 | val_loss: 0.0312035 | Time: 2015.61 ms [2022-04-04 17:59:29 main:574] : INFO : Epoch 1712 | loss: 0.031204 | val_loss: 0.0312056 | Time: 2168.01 ms [2022-04-04 17:59:31 main:574] : INFO : Epoch 1713 | loss: 0.0312054 | val_loss: 0.031208 | Time: 2030.22 ms [2022-04-04 17:59:34 main:574] : INFO : Epoch 1714 | loss: 0.0312044 | val_loss: 0.0312036 | Time: 2160.57 ms [2022-04-04 17:59:36 main:574] : INFO : Epoch 1715 | loss: 0.0312032 | val_loss: 0.031205 | Time: 2032.92 ms [2022-04-04 17:59:38 main:574] : INFO : Epoch 1716 | loss: 0.0312033 | val_loss: 0.0312035 | Time: 2189.22 ms [2022-04-04 17:59:40 main:574] : INFO : Epoch 1717 | loss: 0.0312054 | val_loss: 0.0312081 | Time: 2014.19 ms [2022-04-04 17:59:42 main:574] : INFO : Epoch 1718 | loss: 0.0312045 | val_loss: 0.0312045 | Time: 2207.39 ms [2022-04-04 17:59:44 main:574] : INFO : Epoch 1719 | loss: 0.0312037 | val_loss: 0.0312068 | Time: 2035.42 ms [2022-04-04 17:59:46 main:574] : INFO : Epoch 1720 | loss: 0.0312045 | val_loss: 0.0312031 | Time: 2219.12 ms [2022-04-04 17:59:48 main:574] : INFO : Epoch 1721 | loss: 0.0312036 | val_loss: 0.0312037 | Time: 2013.7 ms [2022-04-04 17:59:50 main:574] : INFO : Epoch 1722 | loss: 0.0312037 | val_loss: 0.0312063 | Time: 2041.23 ms [2022-04-04 17:59:52 main:574] : INFO : Epoch 1723 | loss: 0.0312049 | val_loss: 0.0312052 | Time: 2026.8 ms [2022-04-04 17:59:55 main:574] : INFO : Epoch 1724 | loss: 0.0312038 | val_loss: 0.0312037 | Time: 2073.67 ms [2022-04-04 17:59:57 main:574] : INFO : Epoch 1725 | loss: 0.0312038 | val_loss: 0.0312043 | Time: 2025.08 ms [2022-04-04 17:59:59 main:574] : INFO : Epoch 1726 | loss: 0.0312038 | val_loss: 0.0312043 | Time: 2105.72 ms [2022-04-04 18:00:01 main:574] : INFO : Epoch 1727 | loss: 0.0312043 | val_loss: 0.031205 | Time: 2091.75 ms [2022-04-04 18:00:03 main:574] : INFO : Epoch 1728 | loss: 0.0312048 | val_loss: 0.0312056 | Time: 2076.66 ms [2022-04-04 18:00:05 main:574] : INFO : Epoch 1729 | loss: 0.0312064 | val_loss: 0.0312029 | Time: 2141.54 ms [2022-04-04 18:00:07 main:574] : INFO : Epoch 1730 | loss: 0.0312058 | val_loss: 0.0312029 | Time: 2021.62 ms [2022-04-04 18:00:09 main:574] : INFO : Epoch 1731 | loss: 0.0312035 | val_loss: 0.0312047 | Time: 2066.48 ms [2022-04-04 18:00:11 main:574] : INFO : Epoch 1732 | loss: 0.0312042 | val_loss: 0.0312037 | Time: 2009.03 ms [2022-04-04 18:00:13 main:574] : INFO : Epoch 1733 | loss: 0.0312034 | val_loss: 0.0312075 | Time: 2148.8 ms [2022-04-04 18:00:15 main:574] : INFO : Epoch 1734 | loss: 0.0312035 | val_loss: 0.0312032 | Time: 2016.43 ms [2022-04-04 18:00:17 main:574] : INFO : Epoch 1735 | loss: 0.0312029 | val_loss: 0.0312038 | Time: 2169.61 ms [2022-04-04 18:00:19 main:574] : INFO : Epoch 1736 | loss: 0.0312026 | val_loss: 0.0312069 | Time: 1964.59 ms [2022-04-04 18:00:22 main:574] : INFO : Epoch 1737 | loss: 0.0312051 | val_loss: 0.0312083 | Time: 2121.69 ms [2022-04-04 18:00:24 main:574] : INFO : Epoch 1738 | loss: 0.0312056 | val_loss: 0.0312103 | Time: 1975.84 ms [2022-04-04 18:00:26 main:574] : INFO : Epoch 1739 | loss: 0.0312042 | val_loss: 0.0312046 | Time: 2120.99 ms [2022-04-04 18:00:28 main:574] : INFO : Epoch 1740 | loss: 0.0312031 | val_loss: 0.0312036 | Time: 2008.83 ms [2022-04-04 18:00:30 main:574] : INFO : Epoch 1741 | loss: 0.0312028 | val_loss: 0.0312088 | Time: 2159.61 ms [2022-04-04 18:00:32 main:574] : INFO : Epoch 1742 | loss: 0.0312047 | val_loss: 0.0312078 | Time: 2025.26 ms [2022-04-04 18:00:34 main:574] : INFO : Epoch 1743 | loss: 0.0312053 | val_loss: 0.031205 | Time: 2189.88 ms [2022-04-04 18:00:36 main:574] : INFO : Epoch 1744 | loss: 0.0312031 | val_loss: 0.0312053 | Time: 1988.25 ms [2022-04-04 18:00:38 main:574] : INFO : Epoch 1745 | loss: 0.0312035 | val_loss: 0.0312058 | Time: 2155.29 ms [2022-04-04 18:00:40 main:574] : INFO : Epoch 1746 | loss: 0.0312049 | val_loss: 0.0312052 | Time: 1982.22 ms [2022-04-04 18:00:42 main:574] : INFO : Epoch 1747 | loss: 0.0312033 | val_loss: 0.0312033 | Time: 2176.92 ms [2022-04-04 18:00:44 main:574] : INFO : Epoch 1748 | loss: 0.0312026 | val_loss: 0.0312049 | Time: 2035.81 ms [2022-04-04 18:00:46 main:574] : INFO : Epoch 1749 | loss: 0.0312047 | val_loss: 0.0312037 | Time: 2097 ms [2022-04-04 18:00:49 main:574] : INFO : Epoch 1750 | loss: 0.0312029 | val_loss: 0.0312049 | Time: 2013.64 ms [2022-04-04 18:00:51 main:574] : INFO : Epoch 1751 | loss: 0.0312035 | val_loss: 0.0312043 | Time: 2077.29 ms [2022-04-04 18:00:53 main:574] : INFO : Epoch 1752 | loss: 0.0312033 | val_loss: 0.0312041 | Time: 2025.44 ms [2022-04-04 18:00:55 main:574] : INFO : Epoch 1753 | loss: 0.0312025 | val_loss: 0.0312032 | Time: 2060.48 ms [2022-04-04 18:00:57 main:574] : INFO : Epoch 1754 | loss: 0.0312028 | val_loss: 0.0312064 | Time: 2087.56 ms [2022-04-04 18:00:59 main:574] : INFO : Epoch 1755 | loss: 0.0312058 | val_loss: 0.031204 | Time: 2074.62 ms [2022-04-04 18:01:01 main:574] : INFO : Epoch 1756 | loss: 0.0312026 | val_loss: 0.0312028 | Time: 2129.44 ms [2022-04-04 18:01:03 main:574] : INFO : Epoch 1757 | loss: 0.0312034 | val_loss: 0.031205 | Time: 2038.39 ms [2022-04-04 18:01:05 main:574] : INFO : Epoch 1758 | loss: 0.0312041 | val_loss: 0.0312044 | Time: 2099.24 ms [2022-04-04 18:01:07 main:574] : INFO : Epoch 1759 | loss: 0.0312061 | val_loss: 0.0312049 | Time: 1979.34 ms [2022-04-04 18:01:09 main:574] : INFO : Epoch 1760 | loss: 0.0312071 | val_loss: 0.0312067 | Time: 2066.52 ms [2022-04-04 18:01:11 main:574] : INFO : Epoch 1761 | loss: 0.0312064 | val_loss: 0.0312046 | Time: 1996.27 ms [2022-04-04 18:01:13 main:574] : INFO : Epoch 1762 | loss: 0.0312049 | val_loss: 0.0312052 | Time: 2191.76 ms [2022-04-04 18:01:15 main:574] : INFO : Epoch 1763 | loss: 0.0312046 | val_loss: 0.0312062 | Time: 2015.37 ms [2022-04-04 18:01:18 main:574] : INFO : Epoch 1764 | loss: 0.0312041 | val_loss: 0.0312025 | Time: 2131.53 ms [2022-04-04 18:01:20 main:574] : INFO : Epoch 1765 | loss: 0.0312031 | val_loss: 0.0312033 | Time: 1958.4 ms [2022-04-04 18:01:22 main:574] : INFO : Epoch 1766 | loss: 0.0312046 | val_loss: 0.0312024 | Time: 2155.18 ms [2022-04-04 18:01:24 main:574] : INFO : Epoch 1767 | loss: 0.0312034 | val_loss: 0.031209 | Time: 2042.68 ms [2022-04-04 18:01:26 main:574] : INFO : Epoch 1768 | loss: 0.0312054 | val_loss: 0.0312027 | Time: 2186.7 ms [2022-04-04 18:01:28 main:574] : INFO : Epoch 1769 | loss: 0.031208 | val_loss: 0.0312048 | Time: 1972.37 ms [2022-04-04 18:01:30 main:574] : INFO : Epoch 1770 | loss: 0.0312038 | val_loss: 0.0312049 | Time: 2152.22 ms [2022-04-04 18:01:32 main:574] : INFO : Epoch 1771 | loss: 0.0312095 | val_loss: 0.0312073 | Time: 1964.89 ms [2022-04-04 18:01:34 main:574] : INFO : Epoch 1772 | loss: 0.0312037 | val_loss: 0.0312038 | Time: 2168.91 ms [2022-04-04 18:01:36 main:574] : INFO : Epoch 1773 | loss: 0.0312037 | val_loss: 0.0312041 | Time: 1958.22 ms [2022-04-04 18:01:38 main:574] : INFO : Epoch 1774 | loss: 0.0312027 | val_loss: 0.0312038 | Time: 2135.9 ms [2022-04-04 18:01:40 main:574] : INFO : Epoch 1775 | loss: 0.031202 | val_loss: 0.0312027 | Time: 2010.53 ms [2022-04-04 18:01:42 main:574] : INFO : Epoch 1776 | loss: 0.031202 | val_loss: 0.0312029 | Time: 2118.73 ms [2022-04-04 18:01:44 main:574] : INFO : Epoch 1777 | loss: 0.0312021 | val_loss: 0.031204 | Time: 2008.32 ms [2022-04-04 18:01:46 main:574] : INFO : Epoch 1778 | loss: 0.0312034 | val_loss: 0.0312027 | Time: 2034.9 ms [2022-04-04 18:01:48 main:574] : INFO : Epoch 1779 | loss: 0.0312024 | val_loss: 0.0312039 | Time: 2001.91 ms [2022-04-04 18:01:51 main:574] : INFO : Epoch 1780 | loss: 0.0312025 | val_loss: 0.0312042 | Time: 2132.78 ms [2022-04-04 18:01:53 main:574] : INFO : Epoch 1781 | loss: 0.0312031 | val_loss: 0.031203 | Time: 2050.18 ms [2022-04-04 18:01:55 main:574] : INFO : Epoch 1782 | loss: 0.0312035 | val_loss: 0.0312022 | Time: 2087.51 ms [2022-04-04 18:01:57 main:574] : INFO : Epoch 1783 | loss: 0.0312014 | val_loss: 0.031205 | Time: 2145.14 ms [2022-04-04 18:01:59 main:574] : INFO : Epoch 1784 | loss: 0.0312023 | val_loss: 0.031202 | Time: 2026.47 ms [2022-04-04 18:02:01 main:574] : INFO : Epoch 1785 | loss: 0.0312021 | val_loss: 0.0312022 | Time: 2237.34 ms [2022-04-04 18:02:03 main:574] : INFO : Epoch 1786 | loss: 0.0312019 | val_loss: 0.0312025 | Time: 2030.07 ms [2022-04-04 18:02:06 main:574] : INFO : Epoch 1787 | loss: 0.031203 | val_loss: 0.0312023 | Time: 2298.68 ms [2022-04-04 18:02:08 main:574] : INFO : Epoch 1788 | loss: 0.0312043 | val_loss: 0.0312022 | Time: 2029.8 ms [2022-04-04 18:02:10 main:574] : INFO : Epoch 1789 | loss: 0.0312023 | val_loss: 0.0312021 | Time: 2321.49 ms [2022-04-04 18:02:12 main:574] : INFO : Epoch 1790 | loss: 0.0312042 | val_loss: 0.0312039 | Time: 2077.84 ms [2022-04-04 18:02:14 main:574] : INFO : Epoch 1791 | loss: 0.0312048 | val_loss: 0.0312041 | Time: 2256.34 ms [2022-04-04 18:02:16 main:574] : INFO : Epoch 1792 | loss: 0.0312043 | val_loss: 0.0312042 | Time: 2059.59 ms [2022-04-04 18:02:19 main:574] : INFO : Epoch 1793 | loss: 0.0312035 | val_loss: 0.0312027 | Time: 2253.46 ms [2022-04-04 18:02:21 main:574] : INFO : Epoch 1794 | loss: 0.0312026 | val_loss: 0.031204 | Time: 2085.48 ms [2022-04-04 18:02:23 main:574] : INFO : Epoch 1795 | loss: 0.0312025 | val_loss: 0.0312026 | Time: 2188.52 ms [2022-04-04 18:02:25 main:574] : INFO : Epoch 1796 | loss: 0.031202 | val_loss: 0.0312029 | Time: 2211.27 ms [2022-04-04 18:02:27 main:574] : INFO : Epoch 1797 | loss: 0.0312021 | val_loss: 0.0312026 | Time: 2069.97 ms [2022-04-04 18:02:29 main:574] : INFO : Epoch 1798 | loss: 0.031203 | val_loss: 0.0312039 | Time: 2325.26 ms [2022-04-04 18:02:31 main:574] : INFO : Epoch 1799 | loss: 0.0312023 | val_loss: 0.0312031 | Time: 2005.76 ms [2022-04-04 18:02:34 main:574] : INFO : Epoch 1800 | loss: 0.031205 | val_loss: 0.0312037 | Time: 2296.28 ms [2022-04-04 18:02:36 main:574] : INFO : Epoch 1801 | loss: 0.0312042 | val_loss: 0.0312048 | Time: 2082.26 ms [2022-04-04 18:02:38 main:574] : INFO : Epoch 1802 | loss: 0.0312059 | val_loss: 0.0312029 | Time: 2273.53 ms [2022-04-04 18:02:40 main:574] : INFO : Epoch 1803 | loss: 0.0312076 | val_loss: 0.0312029 | Time: 2051.8 ms [2022-04-04 18:02:42 main:574] : INFO : Epoch 1804 | loss: 0.0312033 | val_loss: 0.0312025 | Time: 2282.45 ms [2022-04-04 18:02:45 main:574] : INFO : Epoch 1805 | loss: 0.0312019 | val_loss: 0.031205 | Time: 2104.68 ms [2022-04-04 18:02:47 main:574] : INFO : Epoch 1806 | loss: 0.0312039 | val_loss: 0.0312059 | Time: 2204.53 ms [2022-04-04 18:02:49 main:574] : INFO : Epoch 1807 | loss: 0.0312013 | val_loss: 0.031205 | Time: 2176.89 ms [2022-04-04 18:02:51 main:574] : INFO : Epoch 1808 | loss: 0.031205 | val_loss: 0.0312049 | Time: 2114.21 ms [2022-04-04 18:02:53 main:574] : INFO : Epoch 1809 | loss: 0.0312112 | val_loss: 0.0312172 | Time: 2300.15 ms [2022-04-04 18:02:55 main:574] : INFO : Epoch 1810 | loss: 0.0312189 | val_loss: 0.0312174 | Time: 2072.35 ms [2022-04-04 18:02:58 main:574] : INFO : Epoch 1811 | loss: 0.0312189 | val_loss: 0.0312165 | Time: 2310.91 ms [2022-04-04 18:03:00 main:574] : INFO : Epoch 1812 | loss: 0.0312174 | val_loss: 0.031216 | Time: 2095.54 ms [2022-04-04 18:03:02 main:574] : INFO : Epoch 1813 | loss: 0.0312165 | val_loss: 0.0312145 | Time: 2260.94 ms [2022-04-04 18:03:04 main:574] : INFO : Epoch 1814 | loss: 0.0312154 | val_loss: 0.0312137 | Time: 2100.95 ms [2022-04-04 18:03:06 main:574] : INFO : Epoch 1815 | loss: 0.0312184 | val_loss: 0.0312178 | Time: 2202.39 ms [2022-04-04 18:03:09 main:574] : INFO : Epoch 1816 | loss: 0.0312161 | val_loss: 0.0312129 | Time: 2129.83 ms [2022-04-04 18:03:11 main:574] : INFO : Epoch 1817 | loss: 0.0312137 | val_loss: 0.0312139 | Time: 2129.24 ms [2022-04-04 18:03:13 main:574] : INFO : Epoch 1818 | loss: 0.0312156 | val_loss: 0.0312157 | Time: 2128.05 ms [2022-04-04 18:03:15 main:574] : INFO : Epoch 1819 | loss: 0.0312159 | val_loss: 0.0312117 | Time: 2102.39 ms [2022-04-04 18:03:17 main:574] : INFO : Epoch 1820 | loss: 0.0312176 | val_loss: 0.0312126 | Time: 2249.5 ms [2022-04-04 18:03:19 main:574] : INFO : Epoch 1821 | loss: 0.031215 | val_loss: 0.0312132 | Time: 2068.24 ms [2022-04-04 18:03:22 main:574] : INFO : Epoch 1822 | loss: 0.0312129 | val_loss: 0.0312113 | Time: 2270.47 ms [2022-04-04 18:03:24 main:574] : INFO : Epoch 1823 | loss: 0.0312119 | val_loss: 0.0312114 | Time: 2041.74 ms [2022-04-04 18:03:26 main:574] : INFO : Epoch 1824 | loss: 0.0312125 | val_loss: 0.031212 | Time: 2294.59 ms [2022-04-04 18:03:28 main:574] : INFO : Epoch 1825 | loss: 0.0312117 | val_loss: 0.031211 | Time: 2061.01 ms [2022-04-04 18:03:30 main:574] : INFO : Epoch 1826 | loss: 0.0312114 | val_loss: 0.0312109 | Time: 2294.56 ms [2022-04-04 18:03:32 main:574] : INFO : Epoch 1827 | loss: 0.0312114 | val_loss: 0.0312101 | Time: 2109.7 ms [2022-04-04 18:03:35 main:574] : INFO : Epoch 1828 | loss: 0.0312113 | val_loss: 0.031211 | Time: 2188.67 ms [2022-04-04 18:03:37 main:574] : INFO : Epoch 1829 | loss: 0.0312125 | val_loss: 0.0312108 | Time: 2142.41 ms [2022-04-04 18:03:39 main:574] : INFO : Epoch 1830 | loss: 0.0312106 | val_loss: 0.0312099 | Time: 2150.62 ms [2022-04-04 18:03:41 main:574] : INFO : Epoch 1831 | loss: 0.0312111 | val_loss: 0.0312089 | Time: 2157.89 ms [2022-04-04 18:03:43 main:574] : INFO : Epoch 1832 | loss: 0.0312109 | val_loss: 0.0312086 | Time: 2093.68 ms [2022-04-04 18:03:45 main:574] : INFO : Epoch 1833 | loss: 0.0312128 | val_loss: 0.0312104 | Time: 2264.86 ms [2022-04-04 18:03:48 main:574] : INFO : Epoch 1834 | loss: 0.0312106 | val_loss: 0.0312086 | Time: 2086.28 ms [2022-04-04 18:03:50 main:574] : INFO : Epoch 1835 | loss: 0.0312117 | val_loss: 0.0312101 | Time: 2340.88 ms [2022-04-04 18:03:52 main:574] : INFO : Epoch 1836 | loss: 0.0312106 | val_loss: 0.0312089 | Time: 2058.35 ms [2022-04-04 18:03:54 main:574] : INFO : Epoch 1837 | loss: 0.031212 | val_loss: 0.0312174 | Time: 2294.35 ms [2022-04-04 18:03:56 main:574] : INFO : Epoch 1838 | loss: 0.0312127 | val_loss: 0.0312089 | Time: 2047.87 ms [2022-04-04 18:03:59 main:574] : INFO : Epoch 1839 | loss: 0.0312093 | val_loss: 0.0312071 | Time: 2252.29 ms [2022-04-04 18:04:01 main:574] : INFO : Epoch 1840 | loss: 0.0312117 | val_loss: 0.031215 | Time: 2166.45 ms [2022-04-04 18:04:03 main:574] : INFO : Epoch 1841 | loss: 0.0312109 | val_loss: 0.0312089 | Time: 2111.71 ms [2022-04-04 18:04:05 main:574] : INFO : Epoch 1842 | loss: 0.0312089 | val_loss: 0.0312111 | Time: 2183.28 ms [2022-04-04 18:04:07 main:574] : INFO : Epoch 1843 | loss: 0.0312097 | val_loss: 0.0312062 | Time: 2029.83 ms [2022-04-04 18:04:09 main:574] : INFO : Epoch 1844 | loss: 0.0312073 | val_loss: 0.0312046 | Time: 2181.16 ms [2022-04-04 18:04:11 main:574] : INFO : Epoch 1845 | loss: 0.0312082 | val_loss: 0.0312047 | Time: 2066.93 ms [2022-04-04 18:04:14 main:574] : INFO : Epoch 1846 | loss: 0.0312084 | val_loss: 0.0312074 | Time: 2256.7 ms [2022-04-04 18:04:16 main:574] : INFO : Epoch 1847 | loss: 0.0312071 | val_loss: 0.031206 | Time: 2007.83 ms [2022-04-04 18:04:18 main:574] : INFO : Epoch 1848 | loss: 0.0312063 | val_loss: 0.0312052 | Time: 2360 ms [2022-04-04 18:04:20 main:574] : INFO : Epoch 1849 | loss: 0.0312064 | val_loss: 0.0312053 | Time: 2029.72 ms [2022-04-04 18:04:22 main:574] : INFO : Epoch 1850 | loss: 0.0312073 | val_loss: 0.0312043 | Time: 2314.09 ms [2022-04-04 18:04:24 main:574] : INFO : Epoch 1851 | loss: 0.0312056 | val_loss: 0.0312047 | Time: 2083.72 ms [2022-04-04 18:04:27 main:574] : INFO : Epoch 1852 | loss: 0.0312063 | val_loss: 0.0312078 | Time: 2221.57 ms [2022-04-04 18:04:29 main:574] : INFO : Epoch 1853 | loss: 0.0312074 | val_loss: 0.0312077 | Time: 2122.85 ms [2022-04-04 18:04:31 main:574] : INFO : Epoch 1854 | loss: 0.0312055 | val_loss: 0.0312036 | Time: 2123.4 ms [2022-04-04 18:04:33 main:574] : INFO : Epoch 1855 | loss: 0.0312058 | val_loss: 0.0312051 | Time: 2181.14 ms [2022-04-04 18:04:35 main:574] : INFO : Epoch 1856 | loss: 0.0312066 | val_loss: 0.0312064 | Time: 2105.75 ms [2022-04-04 18:04:37 main:574] : INFO : Epoch 1857 | loss: 0.031207 | val_loss: 0.0312048 | Time: 2294.14 ms [2022-04-04 18:04:40 main:574] : INFO : Epoch 1858 | loss: 0.0312064 | val_loss: 0.0312043 | Time: 2145.79 ms [2022-04-04 18:04:42 main:574] : INFO : Epoch 1859 | loss: 0.0312059 | val_loss: 0.0312079 | Time: 2340.72 ms [2022-04-04 18:04:44 main:574] : INFO : Epoch 1860 | loss: 0.0312062 | val_loss: 0.0312039 | Time: 2048.99 ms [2022-04-04 18:04:46 main:574] : INFO : Epoch 1861 | loss: 0.0312053 | val_loss: 0.0312041 | Time: 2263.77 ms [2022-04-04 18:04:48 main:574] : INFO : Epoch 1862 | loss: 0.0312085 | val_loss: 0.0312038 | Time: 2005.55 ms [2022-04-04 18:04:51 main:574] : INFO : Epoch 1863 | loss: 0.0312053 | val_loss: 0.0312096 | Time: 2250.18 ms [2022-04-04 18:04:53 main:574] : INFO : Epoch 1864 | loss: 0.0312072 | val_loss: 0.0312042 | Time: 2175.28 ms [2022-04-04 18:04:55 main:574] : INFO : Epoch 1865 | loss: 0.0312061 | val_loss: 0.0312036 | Time: 2160.83 ms [2022-04-04 18:04:57 main:574] : INFO : Epoch 1866 | loss: 0.0312074 | val_loss: 0.0312035 | Time: 2231.21 ms [2022-04-04 18:04:59 main:574] : INFO : Epoch 1867 | loss: 0.0312054 | val_loss: 0.0312032 | Time: 2051.08 ms [2022-04-04 18:05:02 main:574] : INFO : Epoch 1868 | loss: 0.0312055 | val_loss: 0.0312036 | Time: 2459.81 ms [2022-04-04 18:05:04 main:574] : INFO : Epoch 1869 | loss: 0.0312048 | val_loss: 0.0312034 | Time: 2218.23 ms [2022-04-04 18:05:06 main:574] : INFO : Epoch 1870 | loss: 0.0312051 | val_loss: 0.0312031 | Time: 2413.65 ms [2022-04-04 18:05:09 main:574] : INFO : Epoch 1871 | loss: 0.0312048 | val_loss: 0.0312031 | Time: 2209.33 ms [2022-04-04 18:05:11 main:574] : INFO : Epoch 1872 | loss: 0.0312036 | val_loss: 0.0312042 | Time: 2317.91 ms [2022-04-04 18:05:13 main:574] : INFO : Epoch 1873 | loss: 0.0312048 | val_loss: 0.0312044 | Time: 2275.96 ms [2022-04-04 18:05:15 main:574] : INFO : Epoch 1874 | loss: 0.0312056 | val_loss: 0.0312022 | Time: 2183.57 ms [2022-04-04 18:05:18 main:574] : INFO : Epoch 1875 | loss: 0.0312047 | val_loss: 0.0312023 | Time: 2603.5 ms [2022-04-04 18:05:20 main:574] : INFO : Epoch 1876 | loss: 0.0312044 | val_loss: 0.0312046 | Time: 2188.43 ms [2022-04-04 18:05:23 main:574] : INFO : Epoch 1877 | loss: 0.031206 | val_loss: 0.031212 | Time: 2418.31 ms [2022-04-04 18:05:25 main:574] : INFO : Epoch 1878 | loss: 0.0312073 | val_loss: 0.0312038 | Time: 2261.16 ms [2022-04-04 18:05:27 main:574] : INFO : Epoch 1879 | loss: 0.0312034 | val_loss: 0.0312017 | Time: 2311.32 ms [2022-04-04 18:05:30 main:574] : INFO : Epoch 1880 | loss: 0.031203 | val_loss: 0.0312027 | Time: 2436.62 ms [2022-04-04 18:05:32 main:574] : INFO : Epoch 1881 | loss: 0.0312056 | val_loss: 0.0312037 | Time: 2233.4 ms [2022-04-04 18:05:34 main:574] : INFO : Epoch 1882 | loss: 0.031204 | val_loss: 0.0312014 | Time: 2558.92 ms [2022-04-04 18:05:37 main:574] : INFO : Epoch 1883 | loss: 0.031203 | val_loss: 0.0312019 | Time: 2166.53 ms [2022-04-04 18:05:39 main:574] : INFO : Epoch 1884 | loss: 0.0312031 | val_loss: 0.0312015 | Time: 2362.95 ms [2022-04-04 18:05:41 main:574] : INFO : Epoch 1885 | loss: 0.0312036 | val_loss: 0.0312015 | Time: 2360.94 ms [2022-04-04 18:05:43 main:574] : INFO : Epoch 1886 | loss: 0.0312042 | val_loss: 0.0312016 | Time: 2088.24 ms [2022-04-04 18:05:46 main:574] : INFO : Epoch 1887 | loss: 0.0312032 | val_loss: 0.0312012 | Time: 2314.63 ms [2022-04-04 18:05:48 main:574] : INFO : Epoch 1888 | loss: 0.0312044 | val_loss: 0.0312005 | Time: 2085.39 ms [2022-04-04 18:05:50 main:574] : INFO : Epoch 1889 | loss: 0.0312043 | val_loss: 0.0312029 | Time: 2229.29 ms [2022-04-04 18:05:52 main:574] : INFO : Epoch 1890 | loss: 0.0312036 | val_loss: 0.0312016 | Time: 2055.17 ms [2022-04-04 18:05:54 main:574] : INFO : Epoch 1891 | loss: 0.0312036 | val_loss: 0.0312024 | Time: 2289.14 ms [2022-04-04 18:05:56 main:574] : INFO : Epoch 1892 | loss: 0.0312035 | val_loss: 0.0312076 | Time: 2119.21 ms [2022-04-04 18:05:59 main:574] : INFO : Epoch 1893 | loss: 0.0312043 | val_loss: 0.0312012 | Time: 2225.51 ms [2022-04-04 18:06:01 main:574] : INFO : Epoch 1894 | loss: 0.031203 | val_loss: 0.031203 | Time: 2196.58 ms [2022-04-04 18:06:03 main:574] : INFO : Epoch 1895 | loss: 0.0312026 | val_loss: 0.0312005 | Time: 2132.46 ms [2022-04-04 18:06:05 main:574] : INFO : Epoch 1896 | loss: 0.0312026 | val_loss: 0.0312013 | Time: 2315.29 ms [2022-04-04 18:06:07 main:574] : INFO : Epoch 1897 | loss: 0.0312026 | val_loss: 0.0312021 | Time: 2021.47 ms [2022-04-04 18:06:10 main:574] : INFO : Epoch 1898 | loss: 0.0312033 | val_loss: 0.031201 | Time: 2254.79 ms [2022-04-04 18:06:12 main:574] : INFO : Epoch 1899 | loss: 0.0312035 | val_loss: 0.0312008 | Time: 2117.3 ms [2022-04-04 18:06:14 main:574] : INFO : Epoch 1900 | loss: 0.0312051 | val_loss: 0.0312061 | Time: 2381.03 ms [2022-04-04 18:06:16 main:574] : INFO : Epoch 1901 | loss: 0.0312035 | val_loss: 0.0312008 | Time: 2044.67 ms [2022-04-04 18:06:19 main:574] : INFO : Epoch 1902 | loss: 0.0312024 | val_loss: 0.0312016 | Time: 2306.54 ms [2022-04-04 18:06:21 main:574] : INFO : Epoch 1903 | loss: 0.0312022 | val_loss: 0.031201 | Time: 2130.18 ms [2022-04-04 18:06:23 main:574] : INFO : Epoch 1904 | loss: 0.031203 | val_loss: 0.0312021 | Time: 2173.33 ms [2022-04-04 18:06:25 main:574] : INFO : Epoch 1905 | loss: 0.0312019 | val_loss: 0.0312027 | Time: 2189.14 ms [2022-04-04 18:06:27 main:574] : INFO : Epoch 1906 | loss: 0.0312021 | val_loss: 0.0312014 | Time: 2112.03 ms [2022-04-04 18:06:29 main:574] : INFO : Epoch 1907 | loss: 0.0312023 | val_loss: 0.0312008 | Time: 2278.58 ms [2022-04-04 18:06:31 main:574] : INFO : Epoch 1908 | loss: 0.0312018 | val_loss: 0.0312008 | Time: 2030.1 ms [2022-04-04 18:06:34 main:574] : INFO : Epoch 1909 | loss: 0.0312021 | val_loss: 0.031201 | Time: 2297.13 ms [2022-04-04 18:06:36 main:574] : INFO : Epoch 1910 | loss: 0.031202 | val_loss: 0.0312003 | Time: 2091.34 ms [2022-04-04 18:06:38 main:574] : INFO : Epoch 1911 | loss: 0.0312017 | val_loss: 0.0312011 | Time: 2350.92 ms [2022-04-04 18:06:40 main:574] : INFO : Epoch 1912 | loss: 0.0312024 | val_loss: 0.0312015 | Time: 2062 ms [2022-04-04 18:06:43 main:574] : INFO : Epoch 1913 | loss: 0.0312021 | val_loss: 0.031204 | Time: 2289.39 ms [2022-04-04 18:06:45 main:574] : INFO : Epoch 1914 | loss: 0.0312026 | val_loss: 0.0312025 | Time: 2121.13 ms [2022-04-04 18:06:47 main:574] : INFO : Epoch 1915 | loss: 0.0312051 | val_loss: 0.0312018 | Time: 2220.68 ms [2022-04-04 18:06:49 main:574] : INFO : Epoch 1916 | loss: 0.0312023 | val_loss: 0.0312006 | Time: 2302.88 ms [2022-04-04 18:06:51 main:574] : INFO : Epoch 1917 | loss: 0.0312021 | val_loss: 0.0312003 | Time: 2110.12 ms [2022-04-04 18:06:54 main:574] : INFO : Epoch 1918 | loss: 0.0312022 | val_loss: 0.0312018 | Time: 2339.43 ms [2022-04-04 18:06:56 main:574] : INFO : Epoch 1919 | loss: 0.0312046 | val_loss: 0.0312037 | Time: 2107.34 ms [2022-04-04 18:06:58 main:574] : INFO : Epoch 1920 | loss: 0.031208 | val_loss: 0.0312054 | Time: 2353.12 ms [2022-04-04 18:07:00 main:574] : INFO : Epoch 1921 | loss: 0.0312049 | val_loss: 0.0312048 | Time: 2065.01 ms [2022-04-04 18:07:02 main:574] : INFO : Epoch 1922 | loss: 0.0312064 | val_loss: 0.0312023 | Time: 2253.98 ms [2022-04-04 18:07:05 main:574] : INFO : Epoch 1923 | loss: 0.0312048 | val_loss: 0.031202 | Time: 2111.15 ms [2022-04-04 18:07:07 main:574] : INFO : Epoch 1924 | loss: 0.0312043 | val_loss: 0.0312045 | Time: 2178.14 ms [2022-04-04 18:07:09 main:574] : INFO : Epoch 1925 | loss: 0.0312057 | val_loss: 0.0312022 | Time: 2206.16 ms [2022-04-04 18:07:11 main:574] : INFO : Epoch 1926 | loss: 0.0312043 | val_loss: 0.0312027 | Time: 2078.35 ms [2022-04-04 18:07:13 main:574] : INFO : Epoch 1927 | loss: 0.0312053 | val_loss: 0.0312031 | Time: 2311 ms [2022-04-04 18:07:15 main:574] : INFO : Epoch 1928 | loss: 0.0312044 | val_loss: 0.0312028 | Time: 2040.7 ms [2022-04-04 18:07:18 main:574] : INFO : Epoch 1929 | loss: 0.0312042 | val_loss: 0.0312042 | Time: 2391.39 ms [2022-04-04 18:07:20 main:574] : INFO : Epoch 1930 | loss: 0.0312046 | val_loss: 0.031208 | Time: 2103.42 ms [2022-04-04 18:07:22 main:574] : INFO : Epoch 1931 | loss: 0.0312053 | val_loss: 0.0312006 | Time: 2366.56 ms [2022-04-04 18:07:24 main:574] : INFO : Epoch 1932 | loss: 0.0312051 | val_loss: 0.0312062 | Time: 2066.48 ms [2022-04-04 18:07:27 main:574] : INFO : Epoch 1933 | loss: 0.0312045 | val_loss: 0.0312051 | Time: 2234.39 ms [2022-04-04 18:07:29 main:574] : INFO : Epoch 1934 | loss: 0.0312052 | val_loss: 0.031203 | Time: 2091.68 ms [2022-04-04 18:07:31 main:574] : INFO : Epoch 1935 | loss: 0.0312054 | val_loss: 0.0312021 | Time: 2214.13 ms [2022-04-04 18:07:33 main:574] : INFO : Epoch 1936 | loss: 0.0312038 | val_loss: 0.0312 | Time: 2205.46 ms [2022-04-04 18:07:35 main:574] : INFO : Epoch 1937 | loss: 0.0312039 | val_loss: 0.0312011 | Time: 2049.17 ms [2022-04-04 18:07:38 main:574] : INFO : Epoch 1938 | loss: 0.0312067 | val_loss: 0.0312018 | Time: 2335.16 ms [2022-04-04 18:07:40 main:574] : INFO : Epoch 1939 | loss: 0.0312044 | val_loss: 0.0312014 | Time: 2058.09 ms [2022-04-04 18:07:42 main:574] : INFO : Epoch 1940 | loss: 0.0312048 | val_loss: 0.031201 | Time: 2297.85 ms [2022-04-04 18:07:45 main:574] : INFO : Epoch 1941 | loss: 0.0312053 | val_loss: 0.0312016 | Time: 2930.04 ms [2022-04-04 18:07:48 main:574] : INFO : Epoch 1942 | loss: 0.0312044 | val_loss: 0.0312053 | Time: 2983.21 ms [2022-04-04 18:07:51 main:574] : INFO : Epoch 1943 | loss: 0.0312065 | val_loss: 0.0312038 | Time: 3054.23 ms [2022-04-04 18:07:53 main:574] : INFO : Epoch 1944 | loss: 0.0312044 | val_loss: 0.031201 | Time: 2432.92 ms [2022-04-04 18:07:56 main:574] : INFO : Epoch 1945 | loss: 0.0312039 | val_loss: 0.0312014 | Time: 2293.52 ms [2022-04-04 18:07:58 main:574] : INFO : Epoch 1946 | loss: 0.0312053 | val_loss: 0.0312059 | Time: 2545.42 ms [2022-04-04 18:08:00 main:574] : INFO : Epoch 1947 | loss: 0.0312091 | val_loss: 0.031211 | Time: 2189.79 ms [2022-04-04 18:08:03 main:574] : INFO : Epoch 1948 | loss: 0.0312056 | val_loss: 0.0312031 | Time: 2427.31 ms [2022-04-04 18:08:05 main:574] : INFO : Epoch 1949 | loss: 0.0312031 | val_loss: 0.0312019 | Time: 2265.76 ms [2022-04-04 18:08:07 main:574] : INFO : Epoch 1950 | loss: 0.0312059 | val_loss: 0.0312024 | Time: 2115.32 ms [2022-04-04 18:08:10 main:574] : INFO : Epoch 1951 | loss: 0.0312048 | val_loss: 0.0312012 | Time: 2364.03 ms [2022-04-04 18:08:12 main:574] : INFO : Epoch 1952 | loss: 0.0312042 | val_loss: 0.0312026 | Time: 2120.54 ms [2022-04-04 18:08:14 main:574] : INFO : Epoch 1953 | loss: 0.0312028 | val_loss: 0.0312016 | Time: 2357.64 ms [2022-04-04 18:08:16 main:574] : INFO : Epoch 1954 | loss: 0.0312028 | val_loss: 0.0312009 | Time: 2093.12 ms [2022-04-04 18:08:18 main:574] : INFO : Epoch 1955 | loss: 0.0312024 | val_loss: 0.0312032 | Time: 2285.98 ms [2022-04-04 18:08:21 main:574] : INFO : Epoch 1956 | loss: 0.0312032 | val_loss: 0.0312027 | Time: 2167.26 ms [2022-04-04 18:08:23 main:574] : INFO : Epoch 1957 | loss: 0.0312034 | val_loss: 0.0312015 | Time: 2221 ms [2022-04-04 18:08:25 main:574] : INFO : Epoch 1958 | loss: 0.031203 | val_loss: 0.0312018 | Time: 2197.75 ms [2022-04-04 18:08:27 main:574] : INFO : Epoch 1959 | loss: 0.031204 | val_loss: 0.0312029 | Time: 2094.32 ms [2022-04-04 18:08:29 main:574] : INFO : Epoch 1960 | loss: 0.031204 | val_loss: 0.0312017 | Time: 2294.98 ms [2022-04-04 18:08:31 main:574] : INFO : Epoch 1961 | loss: 0.0312029 | val_loss: 0.0312018 | Time: 2025.64 ms [2022-04-04 18:08:34 main:574] : INFO : Epoch 1962 | loss: 0.0312037 | val_loss: 0.0312029 | Time: 2357.19 ms [2022-04-04 18:08:36 main:574] : INFO : Epoch 1963 | loss: 0.0312045 | val_loss: 0.0312017 | Time: 2080.33 ms [2022-04-04 18:08:38 main:574] : INFO : Epoch 1964 | loss: 0.0312033 | val_loss: 0.0312113 | Time: 2335.46 ms [2022-04-04 18:08:40 main:574] : INFO : Epoch 1965 | loss: 0.0312068 | val_loss: 0.0312032 | Time: 2012.35 ms [2022-04-04 18:08:43 main:574] : INFO : Epoch 1966 | loss: 0.031205 | val_loss: 0.0312027 | Time: 2285.89 ms [2022-04-04 18:08:45 main:574] : INFO : Epoch 1967 | loss: 0.0312034 | val_loss: 0.0312047 | Time: 2102.36 ms [2022-04-04 18:08:47 main:574] : INFO : Epoch 1968 | loss: 0.0312089 | val_loss: 0.0312052 | Time: 2210.7 ms [2022-04-04 18:08:49 main:574] : INFO : Epoch 1969 | loss: 0.0312054 | val_loss: 0.0312027 | Time: 2226.94 ms [2022-04-04 18:08:51 main:574] : INFO : Epoch 1970 | loss: 0.0312029 | val_loss: 0.0312096 | Time: 2102.64 ms [2022-04-04 18:08:54 main:574] : INFO : Epoch 1971 | loss: 0.0312046 | val_loss: 0.0312081 | Time: 2289.13 ms [2022-04-04 18:08:56 main:574] : INFO : Epoch 1972 | loss: 0.0312033 | val_loss: 0.0312019 | Time: 2047.21 ms [2022-04-04 18:08:58 main:574] : INFO : Epoch 1973 | loss: 0.031203 | val_loss: 0.0312018 | Time: 2331.82 ms [2022-04-04 18:09:00 main:574] : INFO : Epoch 1974 | loss: 0.0312019 | val_loss: 0.0312031 | Time: 2100.45 ms [2022-04-04 18:09:02 main:574] : INFO : Epoch 1975 | loss: 0.0312029 | val_loss: 0.0312056 | Time: 2299.63 ms [2022-04-04 18:09:05 main:574] : INFO : Epoch 1976 | loss: 0.0312042 | val_loss: 0.0312022 | Time: 2160.64 ms [2022-04-04 18:09:07 main:574] : INFO : Epoch 1977 | loss: 0.0312017 | val_loss: 0.0312018 | Time: 2203.72 ms [2022-04-04 18:09:09 main:574] : INFO : Epoch 1978 | loss: 0.0312024 | val_loss: 0.0312015 | Time: 2132.89 ms [2022-04-04 18:09:11 main:574] : INFO : Epoch 1979 | loss: 0.0312025 | val_loss: 0.0312024 | Time: 2228.75 ms [2022-04-04 18:09:14 main:574] : INFO : Epoch 1980 | loss: 0.0312019 | val_loss: 0.0312016 | Time: 2495.07 ms [2022-04-04 18:09:16 main:574] : INFO : Epoch 1981 | loss: 0.0312027 | val_loss: 0.0312035 | Time: 2168.31 ms [2022-04-04 18:09:18 main:574] : INFO : Epoch 1982 | loss: 0.0312019 | val_loss: 0.0312018 | Time: 2330.56 ms [2022-04-04 18:09:20 main:574] : INFO : Epoch 1983 | loss: 0.0312053 | val_loss: 0.0312028 | Time: 2077.26 ms [2022-04-04 18:09:22 main:574] : INFO : Epoch 1984 | loss: 0.0312038 | val_loss: 0.0312056 | Time: 2290.72 ms [2022-04-04 18:09:25 main:574] : INFO : Epoch 1985 | loss: 0.0312029 | val_loss: 0.0312018 | Time: 2087.62 ms [2022-04-04 18:09:27 main:574] : INFO : Epoch 1986 | loss: 0.0312039 | val_loss: 0.0312021 | Time: 2233.78 ms [2022-04-04 18:09:29 main:574] : INFO : Epoch 1987 | loss: 0.0312031 | val_loss: 0.0312057 | Time: 2215.91 ms [2022-04-04 18:09:31 main:574] : INFO : Epoch 1988 | loss: 0.0312031 | val_loss: 0.0312024 | Time: 2145.64 ms [2022-04-04 18:09:34 main:574] : INFO : Epoch 1989 | loss: 0.0312012 | val_loss: 0.0312017 | Time: 2332.4 ms [2022-04-04 18:09:36 main:574] : INFO : Epoch 1990 | loss: 0.0312015 | val_loss: 0.031202 | Time: 2038.95 ms [2022-04-04 18:09:38 main:574] : INFO : Epoch 1991 | loss: 0.0312019 | val_loss: 0.031202 | Time: 2348.85 ms [2022-04-04 18:09:40 main:574] : INFO : Epoch 1992 | loss: 0.0312013 | val_loss: 0.0312021 | Time: 2071.77 ms [2022-04-04 18:09:42 main:574] : INFO : Epoch 1993 | loss: 0.031201 | val_loss: 0.0312024 | Time: 2304.08 ms [2022-04-04 18:09:44 main:574] : INFO : Epoch 1994 | loss: 0.0312037 | val_loss: 0.0312016 | Time: 2123.36 ms [2022-04-04 18:09:47 main:574] : INFO : Epoch 1995 | loss: 0.0312026 | val_loss: 0.0312027 | Time: 2223.72 ms [2022-04-04 18:09:49 main:574] : INFO : Epoch 1996 | loss: 0.0312018 | val_loss: 0.0312011 | Time: 2218.33 ms [2022-04-04 18:09:51 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 2061.92 ms [2022-04-04 18:09:53 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 2253.88 ms [2022-04-04 18:09:55 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 2094.65 ms [2022-04-04 18:09:58 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 2363.28 ms [2022-04-04 18:10:00 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 2151.29 ms [2022-04-04 18:10:02 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 2364.39 ms [2022-04-04 18:10:04 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 2074.81 ms [2022-04-04 18:10:07 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 2341.4 ms [2022-04-04 18:10:09 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 2195.76 ms [2022-04-04 18:10:11 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 2176.78 ms [2022-04-04 18:10:13 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 2245.49 ms [2022-04-04 18:10:15 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 2027.3 ms [2022-04-04 18:10:18 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 2357.26 ms [2022-04-04 18:10:20 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 2050.52 ms [2022-04-04 18:10:22 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 2357.17 ms [2022-04-04 18:10:24 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 2066.79 ms [2022-04-04 18:10:26 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 2294.91 ms [2022-04-04 18:10:29 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 2068.64 ms [2022-04-04 18:10:31 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 2208.24 ms [2022-04-04 18:10:33 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 2091.76 ms [2022-04-04 18:10:35 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 2150.93 ms [2022-04-04 18:10:37 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 2269.17 ms [2022-04-04 18:10:39 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 2088.13 ms [2022-04-04 18:10:42 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 2341.94 ms [2022-04-04 18:10:44 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 2072.71 ms [2022-04-04 18:10:46 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 2359.06 ms [2022-04-04 18:10:48 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 2088.47 ms [2022-04-04 18:10:51 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 2303.34 ms [2022-04-04 18:10:53 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 2165.56 ms [2022-04-04 18:10:55 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 2135.97 ms [2022-04-04 18:10:57 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 2244.82 ms [2022-04-04 18:10:59 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 2103.1 ms [2022-04-04 18:11:01 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 2287.74 ms [2022-04-04 18:11:04 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 2200.13 ms [2022-04-04 18:11:06 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 2305.57 ms [2022-04-04 18:11:08 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 2082.19 ms [2022-04-04 18:11:10 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 2296.01 ms [2022-04-04 18:11:13 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 2110.17 ms [2022-04-04 18:11:15 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 2224.95 ms [2022-04-04 18:11:17 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 2193.94 ms [2022-04-04 18:11:19 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 2182.02 ms [2022-04-04 18:11:21 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 2263.35 ms [2022-04-04 18:11:23 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 2047.12 ms [2022-04-04 18:11:26 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 2298.45 ms [2022-04-04 18:11:28 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 2095.88 ms [2022-04-04 18:11:30 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 2313.72 ms [2022-04-04 18:11:32 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 2076.59 ms [2022-04-04 18:11:35 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 2250.58 ms [2022-04-04 18:11:37 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 2058.8 ms [2022-04-04 18:11:39 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 2190.78 ms [2022-04-04 18:11:41 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 2167.3 ms [2022-04-04 18:11:43 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 2132.83 ms [2022-04-04 18:11:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-04-04 18:11:43 main:603] : INFO : Saving end state to config to file [2022-04-04 18:11:43 main:608] : INFO : Success, exiting.. 18:11:43 (29412): 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)