Task 14624273
| Name | ParityModified-1647046030-9845-3-0_1 |
| Workunit | 11575485 |
| Created | 18 Apr 2022, 22:13:33 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 19 Apr 2022, 11:56:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 14 min 31 sec |
| CPU time | 1 hours 14 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 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 | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 14 main:581] : INFO : Epoch 1538 | loss: 0.0310092 | val_loss: 0.0313072 | Time: 2161.37 ms [2022-04-19 12:37:16 main:581] : INFO : Epoch 1539 | loss: 0.0310158 | val_loss: 0.0312806 | Time: 2161.79 ms [2022-04-19 12:37:18 main:581] : INFO : Epoch 1540 | loss: 0.0310076 | val_loss: 0.0313237 | Time: 2167.42 ms [2022-04-19 12:37:20 main:581] : INFO : Epoch 1541 | loss: 0.0310102 | val_loss: 0.0313103 | Time: 2166.72 ms [2022-04-19 12:37:22 main:581] : INFO : Epoch 1542 | loss: 0.0310204 | val_loss: 0.0312908 | Time: 2162.65 ms [2022-04-19 12:37:24 main:581] : INFO : Epoch 1543 | loss: 0.0310266 | val_loss: 0.0313077 | Time: 2172.67 ms [2022-04-19 12:37:27 main:581] : INFO : Epoch 1544 | loss: 0.031024 | val_loss: 0.0312773 | Time: 2159.48 ms [2022-04-19 12:37:29 main:581] : INFO : Epoch 1545 | loss: 0.0310166 | val_loss: 0.0312981 | Time: 2176.04 ms [2022-04-19 12:37:31 main:581] : INFO : Epoch 1546 | loss: 0.0310094 | val_loss: 0.0313176 | Time: 2164.2 ms [2022-04-19 12:37:33 main:581] : INFO : Epoch 1547 | loss: 0.0310015 | val_loss: 0.0313337 | Time: 2153.21 ms [2022-04-19 12:37:35 main:581] : INFO : Epoch 1548 | loss: 0.0310072 | val_loss: 0.0313194 | Time: 2129.11 ms [2022-04-19 12:37:37 main:581] : INFO : Epoch 1549 | loss: 0.0310181 | val_loss: 0.0313016 | Time: 2157.4 ms [2022-04-19 12:37:40 main:581] : INFO : Epoch 1550 | loss: 0.0310089 | val_loss: 0.0313051 | Time: 2179.47 ms [2022-04-19 12:37:42 main:581] : INFO : Epoch 1551 | loss: 0.0310088 | val_loss: 0.0312929 | Time: 2143.66 ms [2022-04-19 12:37:44 main:581] : INFO : Epoch 1552 | loss: 0.0310131 | val_loss: 0.0313151 | Time: 2153.28 ms [2022-04-19 12:37:46 main:581] : INFO : Epoch 1553 | loss: 0.0310179 | val_loss: 0.031296 | Time: 2151.71 ms [2022-04-19 12:37:48 main:581] : INFO : Epoch 1554 | loss: 0.0310114 | val_loss: 0.0312886 | Time: 2169.81 ms [2022-04-19 12:37:50 main:581] : INFO : Epoch 1555 | loss: 0.0310037 | val_loss: 0.0313138 | Time: 2137.4 ms [2022-04-19 12:37:53 main:581] : INFO : Epoch 1556 | loss: 0.031003 | val_loss: 0.031321 | Time: 2151.85 ms [2022-04-19 12:37:55 main:581] : INFO : Epoch 1557 | loss: 0.0310113 | val_loss: 0.0313133 | Time: 2131.22 ms [2022-04-19 12:37:57 main:581] : INFO : Epoch 1558 | loss: 0.0310168 | val_loss: 0.0312972 | Time: 2147.62 ms [2022-04-19 12:37:59 main:581] : INFO : Epoch 1559 | loss: 0.0310163 | val_loss: 0.0313076 | Time: 2153.51 ms [2022-04-19 12:38:01 main:581] : INFO : Epoch 1560 | loss: 0.0310184 | val_loss: 0.0313046 | Time: 2152.65 ms [2022-04-19 12:38:03 main:581] : INFO : Epoch 1561 | loss: 0.0310164 | val_loss: 0.0312941 | Time: 2128.84 ms [2022-04-19 12:38:05 main:581] : INFO : Epoch 1562 | loss: 0.0310151 | val_loss: 0.0312943 | Time: 2131.86 ms [2022-04-19 12:38:08 main:581] : INFO : Epoch 1563 | loss: 0.0310118 | val_loss: 0.0313288 | Time: 2165.62 ms [2022-04-19 12:38:10 main:581] : INFO : Epoch 1564 | loss: 0.031015 | val_loss: 0.0313227 | Time: 2204.8 ms [2022-04-19 12:38:12 main:581] : INFO : Epoch 1565 | loss: 0.0310125 | val_loss: 0.0312998 | Time: 2211.53 ms [2022-04-19 12:38:14 main:581] : INFO : Epoch 1566 | loss: 0.0310118 | val_loss: 0.0313018 | Time: 2206.83 ms [2022-04-19 12:38:16 main:581] : INFO : Epoch 1567 | loss: 0.0310109 | val_loss: 0.0313009 | Time: 2221.21 ms [2022-04-19 12:38:19 main:581] : INFO : Epoch 1568 | loss: 0.031009 | val_loss: 0.0312926 | Time: 2183.68 ms [2022-04-19 12:38:21 main:581] : INFO : Epoch 1569 | loss: 0.0310079 | val_loss: 0.0313229 | Time: 2206.62 ms [2022-04-19 12:38:23 main:581] : INFO : Epoch 1570 | loss: 0.0310112 | val_loss: 0.0312995 | Time: 2205.51 ms [2022-04-19 12:38:25 main:581] : INFO : Epoch 1571 | loss: 0.0310171 | val_loss: 0.0312977 | Time: 2183.02 ms [2022-04-19 12:38:27 main:581] : INFO : Epoch 1572 | loss: 0.0310145 | val_loss: 0.0312992 | Time: 2175.84 ms [2022-04-19 12:38:30 main:581] : INFO : Epoch 1573 | loss: 0.0310094 | val_loss: 0.0313031 | Time: 2173.4 ms [2022-04-19 12:38:32 main:581] : INFO : Epoch 1574 | loss: 0.0310091 | val_loss: 0.0313044 | Time: 2179.72 ms [2022-04-19 12:38:34 main:581] : INFO : Epoch 1575 | loss: 0.0310066 | val_loss: 0.0312778 | Time: 2191.58 ms [2022-04-19 12:38:36 main:581] : INFO : Epoch 1576 | loss: 0.0310111 | val_loss: 0.0313282 | Time: 2191.1 ms [2022-04-19 12:38:38 main:581] : INFO : Epoch 1577 | loss: 0.031017 | val_loss: 0.0312848 | Time: 2191.74 ms [2022-04-19 12:38:40 main:581] : INFO : Epoch 1578 | loss: 0.031013 | val_loss: 0.0312871 | Time: 2184.78 ms [2022-04-19 12:38:43 main:581] : INFO : Epoch 1579 | loss: 0.0310106 | val_loss: 0.0313256 | Time: 2193.52 ms [2022-04-19 12:38:45 main:581] : INFO : Epoch 1580 | loss: 0.0310142 | val_loss: 0.0313017 | Time: 2190.45 ms [2022-04-19 12:38:47 main:581] : INFO : Epoch 1581 | loss: 0.0310203 | val_loss: 0.0313143 | Time: 2175.81 ms [2022-04-19 12:38:49 main:581] : INFO : Epoch 1582 | loss: 0.0310107 | val_loss: 0.0313074 | Time: 2179.24 ms [2022-04-19 12:38:51 main:581] : INFO : Epoch 1583 | loss: 0.0310095 | val_loss: 0.0313218 | Time: 2172.81 ms [2022-04-19 12:38:54 main:581] : INFO : Epoch 1584 | loss: 0.0310122 | val_loss: 0.0313146 | Time: 2200.84 ms [2022-04-19 12:38:56 main:581] : INFO : Epoch 1585 | loss: 0.0310036 | val_loss: 0.0313472 | Time: 2183.69 ms [2022-04-19 12:38:58 main:581] : INFO : Epoch 1586 | loss: 0.0310058 | val_loss: 0.0312904 | Time: 2184.44 ms [2022-04-19 12:39:00 main:581] : INFO : Epoch 1587 | loss: 0.031025 | val_loss: 0.0312849 | Time: 2207.92 ms [2022-04-19 12:39:02 main:581] : INFO : Epoch 1588 | loss: 0.031013 | val_loss: 0.0313152 | Time: 2189.22 ms [2022-04-19 12:39:05 main:581] : INFO : Epoch 1589 | loss: 0.0310093 | val_loss: 0.0313158 | Time: 2193.64 ms [2022-04-19 12:39:07 main:581] : INFO : Epoch 1590 | loss: 0.0310111 | val_loss: 0.0312995 | Time: 2168.85 ms [2022-04-19 12:39:09 main:581] : INFO : Epoch 1591 | loss: 0.03101 | val_loss: 0.031333 | Time: 2187.99 ms [2022-04-19 12:39:11 main:581] : INFO : Epoch 1592 | loss: 0.0310095 | val_loss: 0.031309 | Time: 2186.19 ms [2022-04-19 12:39:13 main:581] : INFO : Epoch 1593 | loss: 0.0310067 | val_loss: 0.0313225 | Time: 2187.88 ms [2022-04-19 12:39:15 main:581] : INFO : Epoch 1594 | loss: 0.0310088 | val_loss: 0.0312986 | Time: 2193.78 ms [2022-04-19 12:39:18 main:581] : INFO : Epoch 1595 | loss: 0.0310075 | val_loss: 0.0313152 | Time: 2177.24 ms [2022-04-19 12:39:20 main:581] : INFO : Epoch 1596 | loss: 0.0310065 | val_loss: 0.0313063 | Time: 2208.45 ms [2022-04-19 12:39:22 main:581] : INFO : Epoch 1597 | loss: 0.0310097 | val_loss: 0.0313187 | Time: 2207.29 ms [2022-04-19 12:39:24 main:581] : INFO : Epoch 1598 | loss: 0.0310141 | val_loss: 0.0313059 | Time: 2213.08 ms [2022-04-19 12:39:26 main:581] : INFO : Epoch 1599 | loss: 0.0310121 | val_loss: 0.0312835 | Time: 2197.19 ms [2022-04-19 12:39:29 main:581] : INFO : Epoch 1600 | loss: 0.0310122 | val_loss: 0.0313156 | Time: 2191.23 ms [2022-04-19 12:39:31 main:581] : INFO : Epoch 1601 | loss: 0.0310152 | val_loss: 0.0313116 | Time: 2219.14 ms [2022-04-19 12:39:33 main:581] : INFO : Epoch 1602 | loss: 0.0310122 | val_loss: 0.0313323 | Time: 2220.07 ms [2022-04-19 12:39:35 main:581] : INFO : Epoch 1603 | loss: 0.0310114 | val_loss: 0.0313166 | Time: 2201.98 ms [2022-04-19 12:39:37 main:581] : INFO : Epoch 1604 | loss: 0.0310067 | val_loss: 0.0313235 | Time: 2196.66 ms [2022-04-19 12:39:40 main:581] : INFO : Epoch 1605 | loss: 0.0310127 | val_loss: 0.0313076 | Time: 2192.97 ms [2022-04-19 12:39:42 main:581] : INFO : Epoch 1606 | loss: 0.0310121 | val_loss: 0.0313139 | Time: 2198.68 ms [2022-04-19 12:39:44 main:581] : INFO : Epoch 1607 | loss: 0.0310069 | val_loss: 0.0313356 | Time: 2200.39 ms [2022-04-19 12:39:46 main:581] : INFO : Epoch 1608 | loss: 0.0310155 | val_loss: 0.0313006 | Time: 2208.08 ms [2022-04-19 12:39:48 main:581] : INFO : Epoch 1609 | loss: 0.031009 | val_loss: 0.0313362 | Time: 2181.32 ms [2022-04-19 12:39:51 main:581] : INFO : Epoch 1610 | loss: 0.0310059 | val_loss: 0.0313173 | Time: 2186.84 ms [2022-04-19 12:39:53 main:581] : INFO : Epoch 1611 | loss: 0.0310088 | val_loss: 0.0313247 | Time: 2199.98 ms [2022-04-19 12:39:55 main:581] : INFO : Epoch 1612 | loss: 0.0310058 | val_loss: 0.0313183 | Time: 2206.91 ms [2022-04-19 12:39:57 main:581] : INFO : Epoch 1613 | loss: 0.0310085 | val_loss: 0.0312974 | Time: 2189.85 ms [2022-04-19 12:39:59 main:581] : INFO : Epoch 1614 | loss: 0.031008 | val_loss: 0.0313189 | Time: 2197.82 ms [2022-04-19 12:40:02 main:581] : INFO : Epoch 1615 | loss: 0.0310105 | val_loss: 0.0312958 | Time: 2215.87 ms [2022-04-19 12:40:04 main:581] : INFO : Epoch 1616 | loss: 0.0310119 | val_loss: 0.0312984 | Time: 2200.85 ms [2022-04-19 12:40:06 main:581] : INFO : Epoch 1617 | loss: 0.0310199 | val_loss: 0.0312947 | Time: 2201.67 ms [2022-04-19 12:40:08 main:581] : INFO : Epoch 1618 | loss: 0.0310111 | val_loss: 0.0313076 | Time: 2193.72 ms [2022-04-19 12:40:10 main:581] : INFO : Epoch 1619 | loss: 0.0310121 | val_loss: 0.0313006 | Time: 2199.29 ms [2022-04-19 12:40:13 main:581] : INFO : Epoch 1620 | loss: 0.0310084 | val_loss: 0.031295 | Time: 2198.8 ms [2022-04-19 12:40:15 main:581] : INFO : Epoch 1621 | loss: 0.0310109 | val_loss: 0.031302 | Time: 2207.57 ms [2022-04-19 12:40:17 main:581] : INFO : Epoch 1622 | loss: 0.031018 | val_loss: 0.0312964 | Time: 2186.85 ms [2022-04-19 12:40:19 main:581] : INFO : Epoch 1623 | loss: 0.0310163 | val_loss: 0.031305 | Time: 2193.84 ms [2022-04-19 12:40:21 main:581] : INFO : Epoch 1624 | loss: 0.031013 | val_loss: 0.0312801 | Time: 2193.14 ms [2022-04-19 12:40:24 main:581] : INFO : Epoch 1625 | loss: 0.0310224 | val_loss: 0.0312947 | Time: 2200.52 ms [2022-04-19 12:40:26 main:581] : INFO : Epoch 1626 | loss: 0.031014 | val_loss: 0.0313169 | Time: 2150.81 ms [2022-04-19 12:40:28 main:581] : INFO : Epoch 1627 | loss: 0.0310132 | val_loss: 0.0312909 | Time: 2204.67 ms [2022-04-19 12:40:30 main:581] : INFO : Epoch 1628 | loss: 0.0310191 | val_loss: 0.0313293 | Time: 2199 ms [2022-04-19 12:40:32 main:581] : INFO : Epoch 1629 | loss: 0.031008 | val_loss: 0.0313167 | Time: 2172.28 ms [2022-04-19 12:40:35 main:581] : INFO : Epoch 1630 | loss: 0.0310054 | val_loss: 0.0313027 | Time: 2153.1 ms [2022-04-19 12:40:37 main:581] : INFO : Epoch 1631 | loss: 0.0310065 | val_loss: 0.0312902 | Time: 2173.89 ms [2022-04-19 12:40:39 main:581] : INFO : Epoch 1632 | loss: 0.0310044 | val_loss: 0.0313342 | Time: 2164.27 ms [2022-04-19 12:40:41 main:581] : INFO : Epoch 1633 | loss: 0.0310025 | val_loss: 0.0312969 | Time: 2167.25 ms [2022-04-19 12:40:43 main:581] : INFO : Epoch 1634 | loss: 0.0310107 | val_loss: 0.0313187 | Time: 2165.22 ms [2022-04-19 12:40:45 main:581] : INFO : Epoch 1635 | loss: 0.031015 | val_loss: 0.0312974 | Time: 2199.78 ms [2022-04-19 12:40:48 main:581] : INFO : Epoch 1636 | loss: 0.0310202 | val_loss: 0.0312692 | Time: 2204.47 ms [2022-04-19 12:40:50 main:581] : INFO : Epoch 1637 | loss: 0.0310108 | val_loss: 0.0313079 | Time: 2194.5 ms [2022-04-19 12:40:52 main:581] : INFO : Epoch 1638 | loss: 0.0310198 | val_loss: 0.031289 | Time: 2181.81 ms [2022-04-19 12:40:54 main:581] : INFO : Epoch 1639 | loss: 0.031019 | val_loss: 0.031307 | Time: 2166.27 ms [2022-04-19 12:40:56 main:581] : INFO : Epoch 1640 | loss: 0.0310114 | val_loss: 0.0313242 | Time: 2170.68 ms [2022-04-19 12:40:59 main:581] : INFO : Epoch 1641 | loss: 0.031011 | val_loss: 0.0313226 | Time: 2193.31 ms [2022-04-19 12:41:01 main:581] : INFO : Epoch 1642 | loss: 0.0310052 | val_loss: 0.0313104 | Time: 2209.61 ms [2022-04-19 12:41:03 main:581] : INFO : Epoch 1643 | loss: 0.0310132 | val_loss: 0.0313278 | Time: 2177.02 ms [2022-04-19 12:41:05 main:581] : INFO : Epoch 1644 | loss: 0.0310105 | val_loss: 0.0312989 | Time: 2182.72 ms [2022-04-19 12:41:07 main:581] : INFO : Epoch 1645 | loss: 0.0310208 | val_loss: 0.0313263 | Time: 2176.39 ms [2022-04-19 12:41:09 main:581] : INFO : Epoch 1646 | loss: 0.0310148 | val_loss: 0.0313225 | Time: 2146.22 ms [2022-04-19 12:41:12 main:581] : INFO : Epoch 1647 | loss: 0.0310135 | val_loss: 0.0313019 | Time: 2190.69 ms [2022-04-19 12:41:14 main:581] : INFO : Epoch 1648 | loss: 0.0310192 | val_loss: 0.0312714 | Time: 2175.65 ms [2022-04-19 12:41:16 main:581] : INFO : Epoch 1649 | loss: 0.0310208 | val_loss: 0.0312859 | Time: 2197.19 ms [2022-04-19 12:41:18 main:581] : INFO : Epoch 1650 | loss: 0.0310124 | val_loss: 0.0313159 | Time: 2162.44 ms [2022-04-19 12:41:20 main:581] : INFO : Epoch 1651 | loss: 0.031001 | val_loss: 0.0313135 | Time: 2183.79 ms [2022-04-19 12:41:22 main:581] : INFO : Epoch 1652 | loss: 0.0310202 | val_loss: 0.0312922 | Time: 2171.66 ms [2022-04-19 12:41:25 main:581] : INFO : Epoch 1653 | loss: 0.0310217 | val_loss: 0.0312996 | Time: 2197.12 ms [2022-04-19 12:41:27 main:581] : INFO : Epoch 1654 | loss: 0.0310139 | val_loss: 0.0313045 | Time: 2194.01 ms [2022-04-19 12:41:29 main:581] : INFO : Epoch 1655 | loss: 0.0310192 | val_loss: 0.0312899 | Time: 2198.2 ms [2022-04-19 12:41:31 main:581] : INFO : Epoch 1656 | loss: 0.0310096 | val_loss: 0.031294 | Time: 2196.01 ms [2022-04-19 12:41:33 main:581] : INFO : Epoch 1657 | loss: 0.0310164 | val_loss: 0.0312798 | Time: 2177.04 ms [2022-04-19 12:41:36 main:581] : INFO : Epoch 1658 | loss: 0.0310146 | val_loss: 0.0312979 | Time: 2201.98 ms [2022-04-19 12:41:38 main:581] : INFO : Epoch 1659 | loss: 0.0310126 | val_loss: 0.0312911 | Time: 2183.55 ms [2022-04-19 12:41:40 main:581] : INFO : Epoch 1660 | loss: 0.0310123 | val_loss: 0.0312927 | Time: 2188.13 ms [2022-04-19 12:41:42 main:581] : INFO : Epoch 1661 | loss: 0.0310113 | val_loss: 0.0313293 | Time: 2188.25 ms [2022-04-19 12:41:44 main:581] : INFO : Epoch 1662 | loss: 0.031009 | val_loss: 0.0312933 | Time: 2183.74 ms [2022-04-19 12:41:47 main:581] : INFO : Epoch 1663 | loss: 0.0310123 | val_loss: 0.0312969 | Time: 2178.8 ms [2022-04-19 12:41:49 main:581] : INFO : Epoch 1664 | loss: 0.0310147 | val_loss: 0.0313042 | Time: 2171.96 ms [2022-04-19 12:41:51 main:581] : INFO : Epoch 1665 | loss: 0.0310265 | val_loss: 0.0313062 | Time: 2169.51 ms [2022-04-19 12:41:53 main:581] : INFO : Epoch 1666 | loss: 0.0310131 | val_loss: 0.0312955 | Time: 2175.81 ms [2022-04-19 12:41:55 main:581] : INFO : Epoch 1667 | loss: 0.0310127 | val_loss: 0.0312866 | Time: 2179.61 ms [2022-04-19 12:41:57 main:581] : INFO : Epoch 1668 | loss: 0.0310092 | val_loss: 0.0313243 | Time: 2164.2 ms [2022-04-19 12:42:00 main:581] : INFO : Epoch 1669 | loss: 0.0310134 | val_loss: 0.0313054 | Time: 2203.85 ms [2022-04-19 12:42:02 main:581] : INFO : Epoch 1670 | loss: 0.0310343 | val_loss: 0.0312683 | Time: 2198.99 ms [2022-04-19 12:42:04 main:581] : INFO : Epoch 1671 | loss: 0.0310536 | val_loss: 0.0312655 | Time: 2207.27 ms [2022-04-19 12:42:06 main:581] : INFO : Epoch 1672 | loss: 0.0310273 | val_loss: 0.0313137 | Time: 2190.51 ms [2022-04-19 12:42:08 main:581] : INFO : Epoch 1673 | loss: 0.0310151 | val_loss: 0.0313085 | Time: 2189.9 ms [2022-04-19 12:42:11 main:581] : INFO : Epoch 1674 | loss: 0.0310139 | val_loss: 0.0312863 | Time: 2215.07 ms [2022-04-19 12:42:13 main:581] : INFO : Epoch 1675 | loss: 0.0310189 | val_loss: 0.0312805 | Time: 2205.15 ms [2022-04-19 12:42:15 main:581] : INFO : Epoch 1676 | loss: 0.0310202 | val_loss: 0.0312923 | Time: 2213.3 ms [2022-04-19 12:42:17 main:581] : INFO : Epoch 1677 | loss: 0.0310144 | val_loss: 0.031294 | Time: 2195.98 ms [2022-04-19 12:42:19 main:581] : INFO : Epoch 1678 | loss: 0.0310083 | val_loss: 0.0312993 | Time: 2195.38 ms [2022-04-19 12:42:22 main:581] : INFO : Epoch 1679 | loss: 0.031015 | val_loss: 0.0312888 | Time: 2187.3 ms [2022-04-19 12:42:24 main:581] : INFO : Epoch 1680 | loss: 0.0310081 | val_loss: 0.0313288 | Time: 2209.89 ms [2022-04-19 12:42:26 main:581] : INFO : Epoch 1681 | loss: 0.031011 | val_loss: 0.0313249 | Time: 2189.72 ms [2022-04-19 12:42:28 main:581] : INFO : Epoch 1682 | loss: 0.031008 | val_loss: 0.0313006 | Time: 2200.17 ms [2022-04-19 12:42:30 main:581] : INFO : Epoch 1683 | loss: 0.0310071 | val_loss: 0.0312967 | Time: 2191.71 ms [2022-04-19 12:42:33 main:581] : INFO : Epoch 1684 | loss: 0.0310243 | val_loss: 0.0312831 | Time: 2197.59 ms [2022-04-19 12:42:35 main:581] : INFO : Epoch 1685 | loss: 0.031047 | val_loss: 0.0312864 | Time: 2201.34 ms [2022-04-19 12:42:37 main:581] : INFO : Epoch 1686 | loss: 0.0310303 | val_loss: 0.0312803 | Time: 2186.24 ms [2022-04-19 12:42:39 main:581] : INFO : Epoch 1687 | loss: 0.0310197 | val_loss: 0.0313101 | Time: 2204.93 ms [2022-04-19 12:42:41 main:581] : INFO : Epoch 1688 | loss: 0.0310093 | val_loss: 0.0313059 | Time: 2194.93 ms [2022-04-19 12:42:44 main:581] : INFO : Epoch 1689 | loss: 0.0310031 | val_loss: 0.0313069 | Time: 2209.89 ms [2022-04-19 12:42:46 main:581] : INFO : Epoch 1690 | loss: 0.0310133 | val_loss: 0.0312927 | Time: 2208.73 ms [2022-04-19 12:42:48 main:581] : INFO : Epoch 1691 | loss: 0.0310097 | val_loss: 0.0313071 | Time: 2198.27 ms [2022-04-19 12:42:50 main:581] : INFO : Epoch 1692 | loss: 0.0310062 | val_loss: 0.0312996 | Time: 2207 ms [2022-04-19 12:42:52 main:581] : INFO : Epoch 1693 | loss: 0.0310141 | val_loss: 0.0313322 | Time: 2187.21 ms [2022-04-19 12:42:55 main:581] : INFO : Epoch 1694 | loss: 0.0310067 | val_loss: 0.031334 | Time: 2194.72 ms [2022-04-19 12:42:57 main:581] : INFO : Epoch 1695 | loss: 0.0310107 | val_loss: 0.0313146 | Time: 2184.34 ms [2022-04-19 12:42:59 main:581] : INFO : Epoch 1696 | loss: 0.0310253 | val_loss: 0.0313047 | Time: 2215.48 ms [2022-04-19 12:43:01 main:581] : INFO : Epoch 1697 | loss: 0.0310206 | val_loss: 0.0312825 | Time: 2219.45 ms [2022-04-19 12:43:03 main:581] : INFO : Epoch 1698 | loss: 0.0310123 | val_loss: 0.0312975 | Time: 2212.17 ms [2022-04-19 12:43:06 main:581] : INFO : Epoch 1699 | loss: 0.0310067 | val_loss: 0.0313118 | Time: 2213.89 ms [2022-04-19 12:43:08 main:581] : INFO : Epoch 1700 | loss: 0.0310083 | val_loss: 0.0312958 | Time: 2180.33 ms [2022-04-19 12:43:10 main:581] : INFO : Epoch 1701 | loss: 0.0310147 | val_loss: 0.0313225 | Time: 2173.76 ms [2022-04-19 12:43:12 main:581] : INFO : Epoch 1702 | loss: 0.0310201 | val_loss: 0.031295 | Time: 2188.78 ms [2022-04-19 12:43:14 main:581] : INFO : Epoch 1703 | loss: 0.0310124 | val_loss: 0.0313179 | Time: 2173.28 ms [2022-04-19 12:43:17 main:581] : INFO : Epoch 1704 | loss: 0.03101 | val_loss: 0.0313087 | Time: 2182.8 ms [2022-04-19 12:43:19 main:581] : INFO : Epoch 1705 | loss: 0.0310046 | val_loss: 0.0312972 | Time: 2158.65 ms [2022-04-19 12:43:21 main:581] : INFO : Epoch 1706 | loss: 0.0310071 | val_loss: 0.0313337 | Time: 2146.95 ms [2022-04-19 12:43:23 main:581] : INFO : Epoch 1707 | loss: 0.0310098 | val_loss: 0.0313123 | Time: 2177.17 ms [2022-04-19 12:43:25 main:581] : INFO : Epoch 1708 | loss: 0.0310149 | val_loss: 0.0312815 | Time: 2187.04 ms [2022-04-19 12:43:27 main:581] : INFO : Epoch 1709 | loss: 0.031023 | val_loss: 0.0313061 | Time: 2151.47 ms [2022-04-19 12:43:30 main:581] : INFO : Epoch 1710 | loss: 0.031015 | val_loss: 0.031291 | Time: 2182.64 ms [2022-04-19 12:43:32 main:581] : INFO : Epoch 1711 | loss: 0.0310107 | val_loss: 0.0313077 | Time: 2171.49 ms [2022-04-19 12:43:34 main:581] : INFO : Epoch 1712 | loss: 0.0310058 | val_loss: 0.0313114 | Time: 2154.46 ms [2022-04-19 12:43:36 main:581] : INFO : Epoch 1713 | loss: 0.0309992 | val_loss: 0.0313136 | Time: 2153.67 ms [2022-04-19 12:43:38 main:581] : INFO : Epoch 1714 | loss: 0.031017 | val_loss: 0.0312905 | Time: 2146.66 ms [2022-04-19 12:43:40 main:581] : INFO : Epoch 1715 | loss: 0.0310127 | val_loss: 0.03129 | Time: 2165.44 ms [2022-04-19 12:43:43 main:581] : INFO : Epoch 1716 | loss: 0.0310181 | val_loss: 0.0312914 | Time: 2159 ms [2022-04-19 12:43:45 main:581] : INFO : Epoch 1717 | loss: 0.031015 | val_loss: 0.0312879 | Time: 2168.2 ms [2022-04-19 12:43:47 main:581] : INFO : Epoch 1718 | loss: 0.0310098 | val_loss: 0.0313014 | Time: 2156.43 ms [2022-04-19 12:43:49 main:581] : INFO : Epoch 1719 | loss: 0.03101 | val_loss: 0.031298 | Time: 2171.76 ms [2022-04-19 12:43:51 main:581] : INFO : Epoch 1720 | loss: 0.0310081 | val_loss: 0.0313077 | Time: 2172.62 ms [2022-04-19 12:43:53 main:581] : INFO : Epoch 1721 | loss: 0.0310106 | val_loss: 0.0312934 | Time: 2161.94 ms [2022-04-19 12:43:56 main:581] : INFO : Epoch 1722 | loss: 0.0310066 | val_loss: 0.0313152 | Time: 2156.82 ms [2022-04-19 12:43:58 main:581] : INFO : Epoch 1723 | loss: 0.0310065 | val_loss: 0.0313173 | Time: 2162.05 ms [2022-04-19 12:44:00 main:581] : INFO : Epoch 1724 | loss: 0.031009 | val_loss: 0.0312971 | Time: 2152.85 ms [2022-04-19 12:44:02 main:581] : INFO : Epoch 1725 | loss: 0.0310131 | val_loss: 0.0313066 | Time: 2150.66 ms [2022-04-19 12:44:04 main:581] : INFO : Epoch 1726 | loss: 0.0310024 | val_loss: 0.0313355 | Time: 2149.18 ms [2022-04-19 12:44:06 main:581] : INFO : Epoch 1727 | loss: 0.0310089 | val_loss: 0.0313169 | Time: 2151.03 ms [2022-04-19 12:44:08 main:581] : INFO : Epoch 1728 | loss: 0.0310095 | val_loss: 0.0313206 | Time: 2152.12 ms [2022-04-19 12:44:11 main:581] : INFO : Epoch 1729 | loss: 0.0310101 | val_loss: 0.0313104 | Time: 2154.5 ms [2022-04-19 12:44:13 main:581] : INFO : Epoch 1730 | loss: 0.0310102 | val_loss: 0.0313137 | Time: 2180.43 ms [2022-04-19 12:44:15 main:581] : INFO : Epoch 1731 | loss: 0.0310083 | val_loss: 0.0312959 | Time: 2139.85 ms [2022-04-19 12:44:17 main:581] : INFO : Epoch 1732 | loss: 0.0310121 | val_loss: 0.0313079 | Time: 2163.75 ms [2022-04-19 12:44:19 main:581] : INFO : Epoch 1733 | loss: 0.0310093 | val_loss: 0.0313193 | Time: 2130.25 ms [2022-04-19 12:44:21 main:581] : INFO : Epoch 1734 | loss: 0.031002 | val_loss: 0.0313108 | Time: 2141.23 ms [2022-04-19 12:44:24 main:581] : INFO : Epoch 1735 | loss: 0.0310054 | val_loss: 0.031301 | Time: 2147.25 ms [2022-04-19 12:44:26 main:581] : INFO : Epoch 1736 | loss: 0.0310194 | val_loss: 0.0312975 | Time: 2166.13 ms [2022-04-19 12:44:28 main:581] : INFO : Epoch 1737 | loss: 0.0310086 | val_loss: 0.0313045 | Time: 2147.4 ms [2022-04-19 12:44:30 main:581] : INFO : Epoch 1738 | loss: 0.0310068 | val_loss: 0.0312849 | Time: 2136.26 ms [2022-04-19 12:44:32 main:581] : INFO : Epoch 1739 | loss: 0.0310095 | val_loss: 0.0313031 | Time: 2170.72 ms [2022-04-19 12:44:34 main:581] : INFO : Epoch 1740 | loss: 0.0309988 | val_loss: 0.0313257 | Time: 2158.19 ms [2022-04-19 12:44:36 main:581] : INFO : Epoch 1741 | loss: 0.0310039 | val_loss: 0.0312949 | Time: 2167.75 ms [2022-04-19 12:44:39 main:581] : INFO : Epoch 1742 | loss: 0.0310019 | val_loss: 0.0313031 | Time: 2124.23 ms [2022-04-19 12:44:41 main:581] : INFO : Epoch 1743 | loss: 0.0310014 | val_loss: 0.0313096 | Time: 2163.16 ms [2022-04-19 12:44:43 main:581] : INFO : Epoch 1744 | loss: 0.0309954 | val_loss: 0.0313114 | Time: 2162.21 ms [2022-04-19 12:44:45 main:581] : INFO : Epoch 1745 | loss: 0.0310034 | val_loss: 0.0313049 | Time: 2148.33 ms [2022-04-19 12:44:47 main:581] : INFO : Epoch 1746 | loss: 0.0310107 | val_loss: 0.0313026 | Time: 2134.73 ms [2022-04-19 12:44:49 main:581] : INFO : Epoch 1747 | loss: 0.0310116 | val_loss: 0.0313159 | Time: 2170.4 ms [2022-04-19 12:44:51 main:581] : INFO : Epoch 1748 | loss: 0.0310019 | val_loss: 0.031303 | Time: 2128.06 ms [2022-04-19 12:44:54 main:581] : INFO : Epoch 1749 | loss: 0.0310119 | val_loss: 0.0313192 | Time: 2182.15 ms [2022-04-19 12:44:56 main:581] : INFO : Epoch 1750 | loss: 0.0310073 | val_loss: 0.0313126 | Time: 2172.5 ms [2022-04-19 12:44:58 main:581] : INFO : Epoch 1751 | loss: 0.0310099 | val_loss: 0.0313078 | Time: 2157.05 ms [2022-04-19 12:45:00 main:581] : INFO : Epoch 1752 | loss: 0.0310175 | val_loss: 0.0313098 | Time: 2169.36 ms [2022-04-19 12:45:02 main:581] : INFO : Epoch 1753 | loss: 0.0310133 | val_loss: 0.0313129 | Time: 2169.91 ms [2022-04-19 12:45:05 main:581] : INFO : Epoch 1754 | loss: 0.031016 | val_loss: 0.0313069 | Time: 2152.44 ms [2022-04-19 12:45:07 main:581] : INFO : Epoch 1755 | loss: 0.0310177 | val_loss: 0.031314 | Time: 2179.8 ms [2022-04-19 12:45:09 main:581] : INFO : Epoch 1756 | loss: 0.0310133 | val_loss: 0.0313214 | Time: 2149.15 ms [2022-04-19 12:45:11 main:581] : INFO : Epoch 1757 | loss: 0.0310161 | val_loss: 0.0313134 | Time: 2182.39 ms [2022-04-19 12:45:13 main:581] : INFO : Epoch 1758 | loss: 0.0310216 | val_loss: 0.0313107 | Time: 2156.63 ms [2022-04-19 12:45:15 main:581] : INFO : Epoch 1759 | loss: 0.0310208 | val_loss: 0.0313004 | Time: 2168.15 ms [2022-04-19 12:45:17 main:581] : INFO : Epoch 1760 | loss: 0.0310106 | val_loss: 0.0313077 | Time: 2155.69 ms [2022-04-19 12:45:20 main:581] : INFO : Epoch 1761 | loss: 0.0310087 | val_loss: 0.0313274 | Time: 2186.35 ms [2022-04-19 12:45:22 main:581] : INFO : Epoch 1762 | loss: 0.0310183 | val_loss: 0.0313293 | Time: 2167.73 ms [2022-04-19 12:45:24 main:581] : INFO : Epoch 1763 | loss: 0.0310104 | val_loss: 0.0313315 | Time: 2184.98 ms [2022-04-19 12:45:26 main:581] : INFO : Epoch 1764 | loss: 0.0310024 | val_loss: 0.0313154 | Time: 2161.41 ms [2022-04-19 12:45:28 main:581] : INFO : Epoch 1765 | loss: 0.0310083 | val_loss: 0.0313194 | Time: 2183.6 ms [2022-04-19 12:45:31 main:581] : INFO : Epoch 1766 | loss: 0.0310037 | val_loss: 0.0313456 | Time: 2168.86 ms [2022-04-19 12:45:33 main:581] : INFO : Epoch 1767 | loss: 0.0310168 | val_loss: 0.0313106 | Time: 2165.01 ms [2022-04-19 12:45:35 main:581] : INFO : Epoch 1768 | loss: 0.0310248 | val_loss: 0.0313109 | Time: 2140.51 ms [2022-04-19 12:45:37 main:581] : INFO : Epoch 1769 | loss: 0.0310165 | val_loss: 0.0313159 | Time: 2172.33 ms [2022-04-19 12:45:39 main:581] : INFO : Epoch 1770 | loss: 0.0310075 | val_loss: 0.031301 | Time: 2155.61 ms [2022-04-19 12:45:41 main:581] : INFO : Epoch 1771 | loss: 0.0309982 | val_loss: 0.0313115 | Time: 2191.5 ms [2022-04-19 12:45:44 main:581] : INFO : Epoch 1772 | loss: 0.031003 | val_loss: 0.0313023 | Time: 2189.28 ms [2022-04-19 12:45:46 main:581] : INFO : Epoch 1773 | loss: 0.0310055 | val_loss: 0.0313095 | Time: 2186.45 ms [2022-04-19 12:45:48 main:581] : INFO : Epoch 1774 | loss: 0.0310167 | val_loss: 0.0312997 | Time: 2166.05 ms [2022-04-19 12:45:50 main:581] : INFO : Epoch 1775 | loss: 0.0310183 | val_loss: 0.031306 | Time: 2203.91 ms [2022-04-19 12:45:52 main:581] : INFO : Epoch 1776 | loss: 0.0310104 | val_loss: 0.0313272 | Time: 2154.66 ms [2022-04-19 12:45:54 main:581] : INFO : Epoch 1777 | loss: 0.0310091 | val_loss: 0.0313055 | Time: 2163.77 ms [2022-04-19 12:45:57 main:581] : INFO : Epoch 1778 | loss: 0.0310061 | val_loss: 0.0313078 | Time: 2210.91 ms [2022-04-19 12:45:59 main:581] : INFO : Epoch 1779 | loss: 0.0310188 | val_loss: 0.0313075 | Time: 2180.29 ms [2022-04-19 12:46:01 main:581] : INFO : Epoch 1780 | loss: 0.0310156 | val_loss: 0.0313068 | Time: 2232.11 ms [2022-04-19 12:46:03 main:581] : INFO : Epoch 1781 | loss: 0.0310137 | val_loss: 0.0312858 | Time: 2218.1 ms [2022-04-19 12:46:05 main:581] : INFO : Epoch 1782 | loss: 0.0310101 | val_loss: 0.0312877 | Time: 2196.03 ms [2022-04-19 12:46:08 main:581] : INFO : Epoch 1783 | loss: 0.0310453 | val_loss: 0.0312316 | Time: 2149.97 ms [2022-04-19 12:46:10 main:581] : INFO : Epoch 1784 | loss: 0.0311348 | val_loss: 0.031231 | Time: 2182.38 ms [2022-04-19 12:46:12 main:581] : INFO : Epoch 1785 | loss: 0.031108 | val_loss: 0.0312622 | Time: 2189.14 ms [2022-04-19 12:46:14 main:581] : INFO : Epoch 1786 | loss: 0.031074 | val_loss: 0.0312665 | Time: 2193.08 ms [2022-04-19 12:46:16 main:581] : INFO : Epoch 1787 | loss: 0.0310445 | val_loss: 0.0312739 | Time: 2146.11 ms [2022-04-19 12:46:19 main:581] : INFO : Epoch 1788 | loss: 0.031027 | val_loss: 0.0312864 | Time: 2201.74 ms [2022-04-19 12:46:21 main:581] : INFO : Epoch 1789 | loss: 0.031023 | val_loss: 0.0312926 | Time: 2162.53 ms [2022-04-19 12:46:23 main:581] : INFO : Epoch 1790 | loss: 0.0310141 | val_loss: 0.0312906 | Time: 2184.01 ms [2022-04-19 12:46:25 main:581] : INFO : Epoch 1791 | loss: 0.0310089 | val_loss: 0.0313009 | Time: 2174.47 ms [2022-04-19 12:46:27 main:581] : INFO : Epoch 1792 | loss: 0.031012 | val_loss: 0.0312963 | Time: 2159.61 ms [2022-04-19 12:46:29 main:581] : INFO : Epoch 1793 | loss: 0.0310147 | val_loss: 0.0312982 | Time: 2205.21 ms [2022-04-19 12:46:32 main:581] : INFO : Epoch 1794 | loss: 0.0310062 | val_loss: 0.0312815 | Time: 2195.45 ms [2022-04-19 12:46:34 main:581] : INFO : Epoch 1795 | loss: 0.0310164 | val_loss: 0.0313221 | Time: 2199.47 ms [2022-04-19 12:46:36 main:581] : INFO : Epoch 1796 | loss: 0.0310119 | val_loss: 0.0312848 | Time: 2202.36 ms [2022-04-19 12:46:38 main:581] : INFO : Epoch 1797 | loss: 0.0310119 | val_loss: 0.0313108 | Time: 2204.18 ms [2022-04-19 12:46:40 main:581] : INFO : Epoch 1798 | loss: 0.0310097 | val_loss: 0.0313146 | Time: 2197.97 ms [2022-04-19 12:46:43 main:581] : INFO : Epoch 1799 | loss: 0.0310152 | val_loss: 0.0312799 | Time: 2193.57 ms [2022-04-19 12:46:45 main:581] : INFO : Epoch 1800 | loss: 0.0310132 | val_loss: 0.0313004 | Time: 2205.45 ms [2022-04-19 12:46:47 main:581] : INFO : Epoch 1801 | loss: 0.0310121 | val_loss: 0.0312838 | Time: 2194.8 ms [2022-04-19 12:46:49 main:581] : INFO : Epoch 1802 | loss: 0.0310118 | val_loss: 0.0312912 | Time: 2196.67 ms [2022-04-19 12:46:51 main:581] : INFO : Epoch 1803 | loss: 0.0310128 | val_loss: 0.0313018 | Time: 2200.92 ms [2022-04-19 12:46:54 main:581] : INFO : Epoch 1804 | loss: 0.0310038 | val_loss: 0.0313267 | Time: 2178.85 ms [2022-04-19 12:46:56 main:581] : INFO : Epoch 1805 | loss: 0.0310058 | val_loss: 0.0313139 | Time: 2206.11 ms [2022-04-19 12:46:58 main:581] : INFO : Epoch 1806 | loss: 0.0310127 | val_loss: 0.0313034 | Time: 2202.34 ms [2022-04-19 12:47:00 main:581] : INFO : Epoch 1807 | loss: 0.0310037 | val_loss: 0.031313 | Time: 2203.27 ms [2022-04-19 12:47:02 main:581] : INFO : Epoch 1808 | loss: 0.0309954 | val_loss: 0.0313155 | Time: 2180.58 ms [2022-04-19 12:47:05 main:581] : INFO : Epoch 1809 | loss: 0.0310045 | val_loss: 0.0313173 | Time: 2184.34 ms [2022-04-19 12:47:07 main:581] : INFO : Epoch 1810 | loss: 0.0310052 | val_loss: 0.0313148 | Time: 2194.84 ms [2022-04-19 12:47:09 main:581] : INFO : Epoch 1811 | loss: 0.0310213 | val_loss: 0.0313128 | Time: 2201.31 ms [2022-04-19 12:47:11 main:581] : INFO : Epoch 1812 | loss: 0.0310232 | val_loss: 0.0312872 | Time: 2168.43 ms [2022-04-19 12:47:13 main:581] : INFO : Epoch 1813 | loss: 0.0310198 | val_loss: 0.0312892 | Time: 2186.76 ms [2022-04-19 12:47:16 main:581] : INFO : Epoch 1814 | loss: 0.0310276 | val_loss: 0.0312822 | Time: 2190.43 ms [2022-04-19 12:47:18 main:581] : INFO : Epoch 1815 | loss: 0.0310244 | val_loss: 0.0313072 | Time: 2198.19 ms [2022-04-19 12:47:20 main:581] : INFO : Epoch 1816 | loss: 0.0310119 | val_loss: 0.0312911 | Time: 2176.45 ms [2022-04-19 12:47:22 main:581] : INFO : Epoch 1817 | loss: 0.0310094 | val_loss: 0.0312894 | Time: 2192.82 ms [2022-04-19 12:47:24 main:581] : INFO : Epoch 1818 | loss: 0.0310069 | val_loss: 0.0313181 | Time: 2173.42 ms [2022-04-19 12:47:26 main:581] : INFO : Epoch 1819 | loss: 0.0310124 | val_loss: 0.0313266 | Time: 2161.55 ms [2022-04-19 12:47:29 main:581] : INFO : Epoch 1820 | loss: 0.0310048 | val_loss: 0.0313231 | Time: 2185.04 ms [2022-04-19 12:47:31 main:581] : INFO : Epoch 1821 | loss: 0.0310084 | val_loss: 0.0313158 | Time: 2175.89 ms [2022-04-19 12:47:33 main:581] : INFO : Epoch 1822 | loss: 0.0310186 | val_loss: 0.0313296 | Time: 2190.25 ms [2022-04-19 12:47:35 main:581] : INFO : Epoch 1823 | loss: 0.0310131 | val_loss: 0.0313008 | Time: 2177.85 ms [2022-04-19 12:47:37 main:581] : INFO : Epoch 1824 | loss: 0.0310019 | val_loss: 0.0313123 | Time: 2198.62 ms [2022-04-19 12:47:40 main:581] : INFO : Epoch 1825 | loss: 0.0310108 | val_loss: 0.0312768 | Time: 2194.92 ms [2022-04-19 12:47:42 main:581] : INFO : Epoch 1826 | loss: 0.031011 | val_loss: 0.0312908 | Time: 2203.52 ms [2022-04-19 12:47:44 main:581] : INFO : Epoch 1827 | loss: 0.0310131 | val_loss: 0.0312821 | Time: 2191.49 ms [2022-04-19 12:47:46 main:581] : INFO : Epoch 1828 | loss: 0.0310171 | val_loss: 0.0313329 | Time: 2206.34 ms [2022-04-19 12:47:48 main:581] : INFO : Epoch 1829 | loss: 0.0310128 | val_loss: 0.0313063 | Time: 2197.27 ms [2022-04-19 12:47:51 main:581] : INFO : Epoch 1830 | loss: 0.0310136 | val_loss: 0.0313024 | Time: 2182.22 ms [2022-04-19 12:47:53 main:581] : INFO : Epoch 1831 | loss: 0.0310081 | val_loss: 0.0313006 | Time: 2179.92 ms [2022-04-19 12:47:55 main:581] : INFO : Epoch 1832 | loss: 0.0310059 | val_loss: 0.0312994 | Time: 2188.66 ms [2022-04-19 12:47:57 main:581] : INFO : Epoch 1833 | loss: 0.0310035 | val_loss: 0.0313258 | Time: 2194.67 ms [2022-04-19 12:47:59 main:581] : INFO : Epoch 1834 | loss: 0.0310036 | val_loss: 0.0313067 | Time: 2171.83 ms [2022-04-19 12:48:01 main:581] : INFO : Epoch 1835 | loss: 0.0310076 | val_loss: 0.0313225 | Time: 2204.57 ms [2022-04-19 12:48:04 main:581] : INFO : Epoch 1836 | loss: 0.0310095 | val_loss: 0.0313141 | Time: 2161.76 ms [2022-04-19 12:48:06 main:581] : INFO : Epoch 1837 | loss: 0.0310122 | val_loss: 0.0312966 | Time: 2148.96 ms [2022-04-19 12:48:08 main:581] : INFO : Epoch 1838 | loss: 0.031016 | val_loss: 0.0313009 | Time: 2196.98 ms [2022-04-19 12:48:10 main:581] : INFO : Epoch 1839 | loss: 0.0310233 | val_loss: 0.0313059 | Time: 2185.14 ms [2022-04-19 12:48:12 main:581] : INFO : Epoch 1840 | loss: 0.0310164 | val_loss: 0.0313244 | Time: 2191.47 ms [2022-04-19 12:48:15 main:581] : INFO : Epoch 1841 | loss: 0.0310004 | val_loss: 0.0313005 | Time: 2151.06 ms [2022-04-19 12:48:17 main:581] : INFO : Epoch 1842 | loss: 0.0310009 | val_loss: 0.0312959 | Time: 2197.1 ms [2022-04-19 12:48:19 main:581] : INFO : Epoch 1843 | loss: 0.0310087 | val_loss: 0.0313109 | Time: 2166.65 ms [2022-04-19 12:48:21 main:581] : INFO : Epoch 1844 | loss: 0.031006 | val_loss: 0.0313344 | Time: 2179.91 ms [2022-04-19 12:48:23 main:581] : INFO : Epoch 1845 | loss: 0.03101 | val_loss: 0.0313144 | Time: 2177.07 ms [2022-04-19 12:48:25 main:581] : INFO : Epoch 1846 | loss: 0.0310108 | val_loss: 0.0313111 | Time: 2170.53 ms [2022-04-19 12:48:28 main:581] : INFO : Epoch 1847 | loss: 0.0310064 | val_loss: 0.0312922 | Time: 2179.69 ms [2022-04-19 12:48:30 main:581] : INFO : Epoch 1848 | loss: 0.0310034 | val_loss: 0.0312896 | Time: 2139.22 ms [2022-04-19 12:48:32 main:581] : INFO : Epoch 1849 | loss: 0.0310062 | val_loss: 0.0313207 | Time: 2166.24 ms [2022-04-19 12:48:34 main:581] : INFO : Epoch 1850 | loss: 0.0310102 | val_loss: 0.0313116 | Time: 2184.12 ms [2022-04-19 12:48:36 main:581] : INFO : Epoch 1851 | loss: 0.0310052 | val_loss: 0.0313316 | Time: 2177.02 ms [2022-04-19 12:48:38 main:581] : INFO : Epoch 1852 | loss: 0.0310019 | val_loss: 0.0313066 | Time: 2185.53 ms [2022-04-19 12:48:41 main:581] : INFO : Epoch 1853 | loss: 0.0310181 | val_loss: 0.0313082 | Time: 2173.66 ms [2022-04-19 12:48:43 main:581] : INFO : Epoch 1854 | loss: 0.0310076 | val_loss: 0.0313347 | Time: 2205.93 ms [2022-04-19 12:48:45 main:581] : INFO : Epoch 1855 | loss: 0.0310117 | val_loss: 0.0313293 | Time: 2166.59 ms [2022-04-19 12:48:47 main:581] : INFO : Epoch 1856 | loss: 0.0310136 | val_loss: 0.0313053 | Time: 2143.07 ms [2022-04-19 12:48:49 main:581] : INFO : Epoch 1857 | loss: 0.0310173 | val_loss: 0.0313376 | Time: 2117.21 ms [2022-04-19 12:48:51 main:581] : INFO : Epoch 1858 | loss: 0.0310144 | val_loss: 0.0312981 | Time: 2197.29 ms [2022-04-19 12:48:54 main:581] : INFO : Epoch 1859 | loss: 0.0310106 | val_loss: 0.0312993 | Time: 2177.12 ms [2022-04-19 12:48:56 main:581] : INFO : Epoch 1860 | loss: 0.0310078 | val_loss: 0.0313068 | Time: 2199.56 ms [2022-04-19 12:48:58 main:581] : INFO : Epoch 1861 | loss: 0.0310125 | val_loss: 0.0312712 | Time: 2195.56 ms [2022-04-19 12:49:00 main:581] : INFO : Epoch 1862 | loss: 0.0310219 | val_loss: 0.0312878 | Time: 2214.83 ms [2022-04-19 12:49:02 main:581] : INFO : Epoch 1863 | loss: 0.0310051 | val_loss: 0.0313081 | Time: 2172.85 ms [2022-04-19 12:49:05 main:581] : INFO : Epoch 1864 | loss: 0.0310117 | val_loss: 0.0313039 | Time: 2196 ms [2022-04-19 12:49:07 main:581] : INFO : Epoch 1865 | loss: 0.031008 | val_loss: 0.0313175 | Time: 2192.14 ms [2022-04-19 12:49:09 main:581] : INFO : Epoch 1866 | loss: 0.0309978 | val_loss: 0.0313088 | Time: 2177.88 ms [2022-04-19 12:49:11 main:581] : INFO : Epoch 1867 | loss: 0.0310058 | val_loss: 0.0313202 | Time: 2163.66 ms [2022-04-19 12:49:13 main:581] : INFO : Epoch 1868 | loss: 0.0310072 | val_loss: 0.0312933 | Time: 2198.52 ms [2022-04-19 12:49:16 main:581] : INFO : Epoch 1869 | loss: 0.0310099 | val_loss: 0.0313108 | Time: 2204.71 ms [2022-04-19 12:49:18 main:581] : INFO : Epoch 1870 | loss: 0.031013 | val_loss: 0.0313066 | Time: 2194.24 ms [2022-04-19 12:49:20 main:581] : INFO : Epoch 1871 | loss: 0.0310276 | val_loss: 0.0313137 | Time: 2185.69 ms [2022-04-19 12:49:22 main:581] : INFO : Epoch 1872 | loss: 0.0310212 | val_loss: 0.0313208 | Time: 2189.9 ms [2022-04-19 12:49:24 main:581] : INFO : Epoch 1873 | loss: 0.0310118 | val_loss: 0.0313358 | Time: 2175.7 ms [2022-04-19 12:49:26 main:581] : INFO : Epoch 1874 | loss: 0.0310115 | val_loss: 0.0313171 | Time: 2173.93 ms [2022-04-19 12:49:29 main:581] : INFO : Epoch 1875 | loss: 0.0310147 | val_loss: 0.0313064 | Time: 2179.98 ms [2022-04-19 12:49:31 main:581] : INFO : Epoch 1876 | loss: 0.0310227 | val_loss: 0.0313028 | Time: 2170.48 ms [2022-04-19 12:49:33 main:581] : INFO : Epoch 1877 | loss: 0.0310181 | val_loss: 0.0312826 | Time: 2173.99 ms [2022-04-19 12:49:35 main:581] : INFO : Epoch 1878 | loss: 0.0310124 | val_loss: 0.0313012 | Time: 2182.07 ms [2022-04-19 12:49:37 main:581] : INFO : Epoch 1879 | loss: 0.0310157 | val_loss: 0.0313125 | Time: 2191.9 ms [2022-04-19 12:49:40 main:581] : INFO : Epoch 1880 | loss: 0.0310052 | val_loss: 0.031318 | Time: 2181.54 ms [2022-04-19 12:49:42 main:581] : INFO : Epoch 1881 | loss: 0.0310156 | val_loss: 0.0313073 | Time: 2190.52 ms [2022-04-19 12:49:44 main:581] : INFO : Epoch 1882 | loss: 0.0310149 | val_loss: 0.0313058 | Time: 2200.97 ms [2022-04-19 12:49:46 main:581] : INFO : Epoch 1883 | loss: 0.0310081 | val_loss: 0.03131 | Time: 2196.15 ms [2022-04-19 12:49:48 main:581] : INFO : Epoch 1884 | loss: 0.0310006 | val_loss: 0.0313042 | Time: 2179.64 ms [2022-04-19 12:49:51 main:581] : INFO : Epoch 1885 | loss: 0.0310108 | val_loss: 0.0313078 | Time: 2193.93 ms [2022-04-19 12:49:53 main:581] : INFO : Epoch 1886 | loss: 0.0310097 | val_loss: 0.0313291 | Time: 2196.83 ms [2022-04-19 12:49:55 main:581] : INFO : Epoch 1887 | loss: 0.0310116 | val_loss: 0.0313322 | Time: 2164.18 ms [2022-04-19 12:49:57 main:581] : INFO : Epoch 1888 | loss: 0.031014 | val_loss: 0.0313046 | Time: 2178.12 ms [2022-04-19 12:49:59 main:581] : INFO : Epoch 1889 | loss: 0.0310095 | val_loss: 0.0313175 | Time: 2183.72 ms [2022-04-19 12:50:01 main:581] : INFO : Epoch 1890 | loss: 0.0310117 | val_loss: 0.031289 | Time: 2169.76 ms [2022-04-19 12:50:04 main:581] : INFO : Epoch 1891 | loss: 0.031012 | val_loss: 0.0312973 | Time: 2157.48 ms [2022-04-19 12:50:06 main:581] : INFO : Epoch 1892 | loss: 0.0310131 | val_loss: 0.0313152 | Time: 2161.45 ms [2022-04-19 12:50:08 main:581] : INFO : Epoch 1893 | loss: 0.0310063 | val_loss: 0.0313219 | Time: 2175.6 ms [2022-04-19 12:50:10 main:581] : INFO : Epoch 1894 | loss: 0.031003 | val_loss: 0.0313139 | Time: 2179.74 ms [2022-04-19 12:50:12 main:581] : INFO : Epoch 1895 | loss: 0.0310375 | val_loss: 0.0313227 | Time: 2173.38 ms [2022-04-19 12:50:14 main:581] : INFO : Epoch 1896 | loss: 0.0310189 | val_loss: 0.0313182 | Time: 2184.7 ms [2022-04-19 12:50:17 main:581] : INFO : Epoch 1897 | loss: 0.0310087 | val_loss: 0.031301 | Time: 2181.67 ms [2022-04-19 12:50:19 main:581] : INFO : Epoch 1898 | loss: 0.031018 | val_loss: 0.0312884 | Time: 2174.28 ms [2022-04-19 12:50:21 main:581] : INFO : Epoch 1899 | loss: 0.0310075 | val_loss: 0.0313036 | Time: 2187.23 ms [2022-04-19 12:50:23 main:581] : INFO : Epoch 1900 | loss: 0.0310008 | val_loss: 0.0313237 | Time: 2165.18 ms [2022-04-19 12:50:25 main:581] : INFO : Epoch 1901 | loss: 0.0310087 | val_loss: 0.0312836 | Time: 2162.18 ms [2022-04-19 12:50:27 main:581] : INFO : Epoch 1902 | loss: 0.0310172 | val_loss: 0.0313126 | Time: 2171.94 ms [2022-04-19 12:50:30 main:581] : INFO : Epoch 1903 | loss: 0.031008 | val_loss: 0.0313075 | Time: 2179.69 ms [2022-04-19 12:50:32 main:581] : INFO : Epoch 1904 | loss: 0.0310002 | val_loss: 0.0313463 | Time: 2181.59 ms [2022-04-19 12:50:34 main:581] : INFO : Epoch 1905 | loss: 0.0310072 | val_loss: 0.0313051 | Time: 2186.45 ms [2022-04-19 12:50:36 main:581] : INFO : Epoch 1906 | loss: 0.0310028 | val_loss: 0.0313035 | Time: 2168.9 ms [2022-04-19 12:50:38 main:581] : INFO : Epoch 1907 | loss: 0.0310025 | val_loss: 0.0313018 | Time: 2191.6 ms [2022-04-19 12:50:41 main:581] : INFO : Epoch 1908 | loss: 0.0310173 | val_loss: 0.0312942 | Time: 2181.51 ms [2022-04-19 12:50:43 main:581] : INFO : Epoch 1909 | loss: 0.0310957 | val_loss: 0.0315423 | Time: 2175.1 ms [2022-04-19 12:50:45 main:581] : INFO : Epoch 1910 | loss: 0.0321694 | val_loss: 0.0327382 | Time: 2196.17 ms [2022-04-19 12:50:47 main:581] : INFO : Epoch 1911 | loss: 0.0316931 | val_loss: 0.031342 | Time: 2175.77 ms [2022-04-19 12:50:49 main:581] : INFO : Epoch 1912 | loss: 0.0312248 | val_loss: 0.0312166 | Time: 2168.1 ms [2022-04-19 12:50:52 main:581] : INFO : Epoch 1913 | loss: 0.031158 | val_loss: 0.0311938 | Time: 2192.33 ms [2022-04-19 12:50:54 main:581] : INFO : Epoch 1914 | loss: 0.0311407 | val_loss: 0.0311978 | Time: 2193.36 ms [2022-04-19 12:50:56 main:581] : INFO : Epoch 1915 | loss: 0.0311283 | val_loss: 0.0312056 | Time: 2151.1 ms [2022-04-19 12:50:58 main:581] : INFO : Epoch 1916 | loss: 0.0311207 | val_loss: 0.0312074 | Time: 2180.61 ms [2022-04-19 12:51:00 main:581] : INFO : Epoch 1917 | loss: 0.0311088 | val_loss: 0.031227 | Time: 2200.29 ms [2022-04-19 12:51:02 main:581] : INFO : Epoch 1918 | loss: 0.0311015 | val_loss: 0.031233 | Time: 2179.39 ms [2022-04-19 12:51:05 main:581] : INFO : Epoch 1919 | loss: 0.0310816 | val_loss: 0.0312443 | Time: 2161.83 ms [2022-04-19 12:51:07 main:581] : INFO : Epoch 1920 | loss: 0.0310666 | val_loss: 0.031267 | Time: 2116.22 ms [2022-04-19 12:51:09 main:581] : INFO : Epoch 1921 | loss: 0.0310516 | val_loss: 0.0312709 | Time: 2164.36 ms [2022-04-19 12:51:11 main:581] : INFO : Epoch 1922 | loss: 0.031039 | val_loss: 0.0312619 | Time: 2187.16 ms [2022-04-19 12:51:13 main:581] : INFO : Epoch 1923 | loss: 0.0310314 | val_loss: 0.0312657 | Time: 2186.58 ms [2022-04-19 12:51:15 main:581] : INFO : Epoch 1924 | loss: 0.031027 | val_loss: 0.031283 | Time: 2202.1 ms [2022-04-19 12:51:18 main:581] : INFO : Epoch 1925 | loss: 0.0310186 | val_loss: 0.0312967 | Time: 2167.69 ms [2022-04-19 12:51:20 main:581] : INFO : Epoch 1926 | loss: 0.0310222 | val_loss: 0.031282 | Time: 2172.65 ms [2022-04-19 12:51:22 main:581] : INFO : Epoch 1927 | loss: 0.0310188 | val_loss: 0.0313006 | Time: 2182.45 ms [2022-04-19 12:51:24 main:581] : INFO : Epoch 1928 | loss: 0.0310144 | val_loss: 0.0312952 | Time: 2201.11 ms [2022-04-19 12:51:26 main:581] : INFO : Epoch 1929 | loss: 0.0310121 | val_loss: 0.0313063 | Time: 2168.35 ms [2022-04-19 12:51:29 main:581] : INFO : Epoch 1930 | loss: 0.0310124 | val_loss: 0.0313013 | Time: 2185.01 ms [2022-04-19 12:51:31 main:581] : INFO : Epoch 1931 | loss: 0.0310111 | val_loss: 0.0312885 | Time: 2182.16 ms [2022-04-19 12:51:33 main:581] : INFO : Epoch 1932 | loss: 0.0310121 | val_loss: 0.0312908 | Time: 2169.79 ms [2022-04-19 12:51:35 main:581] : INFO : Epoch 1933 | loss: 0.0310099 | val_loss: 0.0312926 | Time: 2190.35 ms [2022-04-19 12:51:37 main:581] : INFO : Epoch 1934 | loss: 0.0310104 | val_loss: 0.0312983 | Time: 2166.58 ms [2022-04-19 12:51:39 main:581] : INFO : Epoch 1935 | loss: 0.0310113 | val_loss: 0.0312958 | Time: 2166.57 ms [2022-04-19 12:51:42 main:581] : INFO : Epoch 1936 | loss: 0.0310119 | val_loss: 0.0313111 | Time: 2175.3 ms [2022-04-19 12:51:44 main:581] : INFO : Epoch 1937 | loss: 0.031012 | val_loss: 0.0313036 | Time: 2189.35 ms [2022-04-19 12:51:46 main:581] : INFO : Epoch 1938 | loss: 0.0310128 | val_loss: 0.0312816 | Time: 2198.99 ms [2022-04-19 12:51:48 main:581] : INFO : Epoch 1939 | loss: 0.0310295 | val_loss: 0.0312882 | Time: 2183.06 ms [2022-04-19 12:51:50 main:581] : INFO : Epoch 1940 | loss: 0.0310132 | val_loss: 0.0312699 | Time: 2185.79 ms [2022-04-19 12:51:52 main:581] : INFO : Epoch 1941 | loss: 0.0310192 | val_loss: 0.0312884 | Time: 2174.46 ms [2022-04-19 12:51:55 main:581] : INFO : Epoch 1942 | loss: 0.0310153 | val_loss: 0.0312766 | Time: 2196.99 ms [2022-04-19 12:51:57 main:581] : INFO : Epoch 1943 | loss: 0.0310162 | val_loss: 0.0312915 | Time: 2204.67 ms [2022-04-19 12:51:59 main:581] : INFO : Epoch 1944 | loss: 0.0310216 | val_loss: 0.0312996 | Time: 2187.82 ms [2022-04-19 12:52:01 main:581] : INFO : Epoch 1945 | loss: 0.031018 | val_loss: 0.0312979 | Time: 2273.69 ms [2022-04-19 12:52:04 main:581] : INFO : Epoch 1946 | loss: 0.0310129 | val_loss: 0.0312928 | Time: 2214.93 ms [2022-04-19 12:52:06 main:581] : INFO : Epoch 1947 | loss: 0.0310094 | val_loss: 0.0312855 | Time: 2178.11 ms [2022-04-19 12:52:08 main:581] : INFO : Epoch 1948 | loss: 0.0310081 | val_loss: 0.0312829 | Time: 2202.48 ms [2022-04-19 12:52:10 main:581] : INFO : Epoch 1949 | loss: 0.0310095 | val_loss: 0.0312693 | Time: 2193.21 ms [2022-04-19 12:52:12 main:581] : INFO : Epoch 1950 | loss: 0.0310226 | val_loss: 0.0312746 | Time: 2195.97 ms [2022-04-19 12:52:15 main:581] : INFO : Epoch 1951 | loss: 0.0310188 | val_loss: 0.0312943 | Time: 2183.77 ms [2022-04-19 12:52:17 main:581] : INFO : Epoch 1952 | loss: 0.0310108 | val_loss: 0.0312848 | Time: 2204.03 ms [2022-04-19 12:52:19 main:581] : INFO : Epoch 1953 | loss: 0.031009 | val_loss: 0.0313029 | Time: 2203.95 ms [2022-04-19 12:52:21 main:581] : INFO : Epoch 1954 | loss: 0.031014 | val_loss: 0.031288 | Time: 2207.01 ms [2022-04-19 12:52:23 main:581] : INFO : Epoch 1955 | loss: 0.0310175 | val_loss: 0.0313142 | Time: 2163.21 ms [2022-04-19 12:52:26 main:581] : INFO : Epoch 1956 | loss: 0.0310125 | val_loss: 0.0313101 | Time: 2200.66 ms [2022-04-19 12:52:28 main:581] : INFO : Epoch 1957 | loss: 0.0310213 | val_loss: 0.0312694 | Time: 2180.01 ms [2022-04-19 12:52:30 main:581] : INFO : Epoch 1958 | loss: 0.0310143 | val_loss: 0.0312736 | Time: 2206.83 ms [2022-04-19 12:52:32 main:581] : INFO : Epoch 1959 | loss: 0.031012 | val_loss: 0.0312724 | Time: 2159.8 ms [2022-04-19 12:52:34 main:581] : INFO : Epoch 1960 | loss: 0.0310148 | val_loss: 0.0312939 | Time: 2169.04 ms [2022-04-19 12:52:36 main:581] : INFO : Epoch 1961 | loss: 0.0310047 | val_loss: 0.0313035 | Time: 2163.02 ms [2022-04-19 12:52:39 main:581] : INFO : Epoch 1962 | loss: 0.0310132 | val_loss: 0.0313134 | Time: 2187.9 ms [2022-04-19 12:52:41 main:581] : INFO : Epoch 1963 | loss: 0.0310157 | val_loss: 0.0313056 | Time: 2196.24 ms [2022-04-19 12:52:43 main:581] : INFO : Epoch 1964 | loss: 0.0310172 | val_loss: 0.0313008 | Time: 2192.41 ms [2022-04-19 12:52:45 main:581] : INFO : Epoch 1965 | loss: 0.0310198 | val_loss: 0.0312753 | Time: 2228.75 ms [2022-04-19 12:52:47 main:581] : INFO : Epoch 1966 | loss: 0.0310151 | val_loss: 0.0313012 | Time: 2151.32 ms [2022-04-19 12:52:50 main:581] : INFO : Epoch 1967 | loss: 0.0310105 | val_loss: 0.0313118 | Time: 2182.31 ms [2022-04-19 12:52:52 main:581] : INFO : Epoch 1968 | loss: 0.0310169 | val_loss: 0.0312954 | Time: 2171.34 ms [2022-04-19 12:52:54 main:581] : INFO : Epoch 1969 | loss: 0.0310232 | val_loss: 0.031303 | Time: 2195.65 ms [2022-04-19 12:52:56 main:581] : INFO : Epoch 1970 | loss: 0.03101 | val_loss: 0.0313391 | Time: 2185.13 ms [2022-04-19 12:52:58 main:581] : INFO : Epoch 1971 | loss: 0.0310084 | val_loss: 0.0313153 | Time: 2209.45 ms [2022-04-19 12:53:00 main:581] : INFO : Epoch 1972 | loss: 0.0310072 | val_loss: 0.0312845 | Time: 2195.83 ms [2022-04-19 12:53:03 main:581] : INFO : Epoch 1973 | loss: 0.031019 | val_loss: 0.0313056 | Time: 2238.89 ms [2022-04-19 12:53:05 main:581] : INFO : Epoch 1974 | loss: 0.0310237 | val_loss: 0.0312938 | Time: 2200.86 ms [2022-04-19 12:53:07 main:581] : INFO : Epoch 1975 | loss: 0.0310126 | val_loss: 0.0312889 | Time: 2223.97 ms [2022-04-19 12:53:09 main:581] : INFO : Epoch 1976 | loss: 0.0310114 | val_loss: 0.0313035 | Time: 2196.25 ms [2022-04-19 12:53:12 main:581] : INFO : Epoch 1977 | loss: 0.0310114 | val_loss: 0.0313095 | Time: 2196.96 ms [2022-04-19 12:53:14 main:581] : INFO : Epoch 1978 | loss: 0.0310049 | val_loss: 0.0313029 | Time: 2213.28 ms [2022-04-19 12:53:16 main:581] : INFO : Epoch 1979 | loss: 0.0310154 | val_loss: 0.0312823 | Time: 2205.32 ms [2022-04-19 12:53:18 main:581] : INFO : Epoch 1980 | loss: 0.0310189 | val_loss: 0.0313032 | Time: 2206.09 ms [2022-04-19 12:53:20 main:581] : INFO : Epoch 1981 | loss: 0.0310136 | val_loss: 0.0313227 | Time: 2171.21 ms [2022-04-19 12:53:23 main:581] : INFO : Epoch 1982 | loss: 0.0310174 | val_loss: 0.0312998 | Time: 2203.99 ms [2022-04-19 12:53:25 main:581] : INFO : Epoch 1983 | loss: 0.031012 | val_loss: 0.031306 | Time: 2200.78 ms [2022-04-19 12:53:27 main:581] : INFO : Epoch 1984 | loss: 0.0310147 | val_loss: 0.0312762 | Time: 2206.78 ms [2022-04-19 12:53:29 main:581] : INFO : Epoch 1985 | loss: 0.0310188 | val_loss: 0.0312811 | Time: 2215.45 ms [2022-04-19 12:53:31 main:581] : INFO : Epoch 1986 | loss: 0.0310132 | val_loss: 0.0312757 | Time: 2215.67 ms [2022-04-19 12:53:34 main:581] : INFO : Epoch 1987 | loss: 0.0310187 | val_loss: 0.0312927 | Time: 2191.78 ms [2022-04-19 12:53:36 main:581] : INFO : Epoch 1988 | loss: 0.0310062 | val_loss: 0.0313072 | Time: 2205.53 ms [2022-04-19 12:53:38 main:581] : INFO : Epoch 1989 | loss: 0.0310019 | val_loss: 0.0312895 | Time: 2189.72 ms [2022-04-19 12:53:40 main:581] : INFO : Epoch 1990 | loss: 0.0310036 | val_loss: 0.0313128 | Time: 2184.98 ms [2022-04-19 12:53:42 main:581] : INFO : Epoch 1991 | loss: 0.0310097 | val_loss: 0.0312914 | Time: 2199.33 ms [2022-04-19 12:53:45 main:581] : INFO : Epoch 1992 | loss: 0.0310125 | val_loss: 0.031283 | Time: 2161.6 ms [2022-04-19 12:53:47 main:581] : INFO : Epoch 1993 | loss: 0.0310149 | val_loss: 0.0312538 | Time: 2214.88 ms [2022-04-19 12:53:49 main:581] : INFO : Epoch 1994 | loss: 0.0310197 | val_loss: 0.0312887 | Time: 2204.29 ms [2022-04-19 12:53:51 main:581] : INFO : Epoch 1995 | loss: 0.0310072 | val_loss: 0.0312988 | Time: 2181.66 ms [2022-04-19 12:53:53 main:581] : INFO : Epoch 1996 | loss: 0.0310082 | val_loss: 0.0313102 | Time: 2214.5 ms [2022-04-19 12:53:56 main:581] : INFO : Epoch 1997 | loss: 0.031005 | val_loss: 0.0312916 | Time: 2204.12 ms [2022-04-19 12:53:58 main:581] : INFO : Epoch 1998 | loss: 0.0310049 | val_loss: 0.0312993 | Time: 2199.2 ms [2022-04-19 12:54:00 main:581] : INFO : Epoch 1999 | loss: 0.0310082 | val_loss: 0.0313026 | Time: 2225.54 ms [2022-04-19 12:54:02 main:581] : INFO : Epoch 2000 | loss: 0.0310171 | val_loss: 0.0312876 | Time: 2205.72 ms [2022-04-19 12:54:04 main:581] : INFO : Epoch 2001 | loss: 0.0310205 | val_loss: 0.0312889 | Time: 2190.74 ms [2022-04-19 12:54:07 main:581] : INFO : Epoch 2002 | loss: 0.0310149 | val_loss: 0.0313018 | Time: 2199.34 ms [2022-04-19 12:54:09 main:581] : INFO : Epoch 2003 | loss: 0.031017 | val_loss: 0.0313242 | Time: 2192.02 ms [2022-04-19 12:54:11 main:581] : INFO : Epoch 2004 | loss: 0.0310047 | val_loss: 0.0313025 | Time: 2200.1 ms [2022-04-19 12:54:13 main:581] : INFO : Epoch 2005 | loss: 0.0310073 | val_loss: 0.0312896 | Time: 2196.74 ms [2022-04-19 12:54:15 main:581] : INFO : Epoch 2006 | loss: 0.0310146 | val_loss: 0.0313003 | Time: 2198.69 ms [2022-04-19 12:54:18 main:581] : INFO : Epoch 2007 | loss: 0.0310193 | val_loss: 0.0312902 | Time: 2197.12 ms [2022-04-19 12:54:20 main:581] : INFO : Epoch 2008 | loss: 0.0310129 | val_loss: 0.0312843 | Time: 2168.98 ms [2022-04-19 12:54:22 main:581] : INFO : Epoch 2009 | loss: 0.0310117 | val_loss: 0.0313098 | Time: 2182.01 ms [2022-04-19 12:54:24 main:581] : INFO : Epoch 2010 | loss: 0.0310081 | val_loss: 0.0312917 | Time: 2159.51 ms [2022-04-19 12:54:26 main:581] : INFO : Epoch 2011 | loss: 0.0310128 | val_loss: 0.0313307 | Time: 2165.93 ms [2022-04-19 12:54:28 main:581] : INFO : Epoch 2012 | loss: 0.031002 | val_loss: 0.0312964 | Time: 2174.54 ms [2022-04-19 12:54:31 main:581] : INFO : Epoch 2013 | loss: 0.0310025 | val_loss: 0.0312962 | Time: 2176.84 ms [2022-04-19 12:54:33 main:581] : INFO : Epoch 2014 | loss: 0.0310286 | val_loss: 0.0312769 | Time: 2156.65 ms [2022-04-19 12:54:35 main:581] : INFO : Epoch 2015 | loss: 0.031032 | val_loss: 0.031306 | Time: 2166.11 ms [2022-04-19 12:54:37 main:581] : INFO : Epoch 2016 | loss: 0.0310175 | val_loss: 0.0312839 | Time: 2182.6 ms [2022-04-19 12:54:39 main:581] : INFO : Epoch 2017 | loss: 0.0310141 | val_loss: 0.0313096 | Time: 2170.33 ms [2022-04-19 12:54:41 main:581] : INFO : Epoch 2018 | loss: 0.0310117 | val_loss: 0.0313171 | Time: 2151.64 ms [2022-04-19 12:54:44 main:581] : INFO : Epoch 2019 | loss: 0.0310124 | val_loss: 0.0313149 | Time: 2176.02 ms [2022-04-19 12:54:46 main:581] : INFO : Epoch 2020 | loss: 0.031016 | val_loss: 0.0312873 | Time: 2172.64 ms [2022-04-19 12:54:48 main:581] : INFO : Epoch 2021 | loss: 0.0310126 | val_loss: 0.0313085 | Time: 2193.19 ms [2022-04-19 12:54:50 main:581] : INFO : Epoch 2022 | loss: 0.0310169 | val_loss: 0.0313035 | Time: 2186.94 ms [2022-04-19 12:54:52 main:581] : INFO : Epoch 2023 | loss: 0.0310117 | val_loss: 0.0312974 | Time: 2174.49 ms [2022-04-19 12:54:55 main:581] : INFO : Epoch 2024 | loss: 0.0310116 | val_loss: 0.0313018 | Time: 2181.74 ms [2022-04-19 12:54:57 main:581] : INFO : Epoch 2025 | loss: 0.0310077 | val_loss: 0.0312966 | Time: 2182.22 ms [2022-04-19 12:54:59 main:581] : INFO : Epoch 2026 | loss: 0.0310112 | val_loss: 0.0313158 | Time: 2172.6 ms [2022-04-19 12:55:01 main:581] : INFO : Epoch 2027 | loss: 0.031004 | val_loss: 0.0313006 | Time: 2211.48 ms [2022-04-19 12:55:03 main:581] : INFO : Epoch 2028 | loss: 0.0310007 | val_loss: 0.0312907 | Time: 2177.13 ms [2022-04-19 12:55:05 main:581] : INFO : Epoch 2029 | loss: 0.0310068 | val_loss: 0.0313111 | Time: 2189.57 ms [2022-04-19 12:55:08 main:581] : INFO : Epoch 2030 | loss: 0.0310194 | val_loss: 0.0313313 | Time: 2160.94 ms [2022-04-19 12:55:10 main:581] : INFO : Epoch 2031 | loss: 0.0310148 | val_loss: 0.0313188 | Time: 2176.26 ms [2022-04-19 12:55:12 main:581] : INFO : Epoch 2032 | loss: 0.0310088 | val_loss: 0.0313113 | Time: 2163.03 ms [2022-04-19 12:55:14 main:581] : INFO : Epoch 2033 | loss: 0.031018 | val_loss: 0.0312632 | Time: 2150.98 ms [2022-04-19 12:55:16 main:581] : INFO : Epoch 2034 | loss: 0.0310125 | val_loss: 0.0313517 | Time: 2183.94 ms [2022-04-19 12:55:18 main:581] : INFO : Epoch 2035 | loss: 0.031006 | val_loss: 0.0312869 | Time: 2153.73 ms [2022-04-19 12:55:21 main:581] : INFO : Epoch 2036 | loss: 0.0310096 | val_loss: 0.0313102 | Time: 2186.5 ms [2022-04-19 12:55:23 main:581] : INFO : Epoch 2037 | loss: 0.031007 | val_loss: 0.0313109 | Time: 2187.65 ms [2022-04-19 12:55:25 main:581] : INFO : Epoch 2038 | loss: 0.0310023 | val_loss: 0.0313142 | Time: 2177.76 ms [2022-04-19 12:55:27 main:581] : INFO : Epoch 2039 | loss: 0.0310082 | val_loss: 0.0313074 | Time: 2186.65 ms [2022-04-19 12:55:29 main:581] : INFO : Epoch 2040 | loss: 0.0310037 | val_loss: 0.0313257 | Time: 2178.02 ms [2022-04-19 12:55:32 main:581] : INFO : Epoch 2041 | loss: 0.0310118 | val_loss: 0.0312825 | Time: 2171.33 ms [2022-04-19 12:55:34 main:581] : INFO : Epoch 2042 | loss: 0.031026 | val_loss: 0.0312934 | Time: 2186.11 ms [2022-04-19 12:55:36 main:581] : INFO : Epoch 2043 | loss: 0.0310135 | val_loss: 0.0312986 | Time: 2162.53 ms [2022-04-19 12:55:38 main:581] : INFO : Epoch 2044 | loss: 0.0310151 | val_loss: 0.0313138 | Time: 2187.75 ms [2022-04-19 12:55:40 main:581] : INFO : Epoch 2045 | loss: 0.031004 | val_loss: 0.0313019 | Time: 2177.76 ms [2022-04-19 12:55:42 main:581] : INFO : Epoch 2046 | loss: 0.0310045 | val_loss: 0.0312865 | Time: 2173.73 ms [2022-04-19 12:55:45 main:581] : INFO : Epoch 2047 | loss: 0.0310172 | val_loss: 0.0312996 | Time: 2162.59 ms [2022-04-19 12:55:47 main:581] : INFO : Epoch 2048 | loss: 0.031017 | val_loss: 0.0313002 | Time: 2212.1 ms [2022-04-19 12:55:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313002 [2022-04-19 12:55:47 main:610] : INFO : Saving end state to config to file [2022-04-19 12:55:47 main:615] : INFO : Success, exiting.. 12:55:47 (326580): 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)