Task 14595327
| Name | ParityModified-1647049042-14238-2-0_1 |
| Workunit | 11472217 |
| Created | 10 Apr 2022, 11:05:17 UTC |
| Sent | 10 Apr 2022, 11:23:47 UTC |
| Report deadline | 18 Apr 2022, 11:23:47 UTC |
| Received | 11 Apr 2022, 2:33:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 16 min 17 sec |
| CPU time | 1 hours 15 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| 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> -10 22:06:51 main:574] : INFO : Epoch 1542 | loss: 0.0312201 | val_loss: 0.0312198 | Time: 2089.64 ms [2022-04-10 22:06:53 main:574] : INFO : Epoch 1543 | loss: 0.0312226 | val_loss: 0.031221 | Time: 2256.71 ms [2022-04-10 22:06:55 main:574] : INFO : Epoch 1544 | loss: 0.0312205 | val_loss: 0.0312198 | Time: 2150.13 ms [2022-04-10 22:06:57 main:574] : INFO : Epoch 1545 | loss: 0.0312199 | val_loss: 0.0312192 | Time: 2134.82 ms [2022-04-10 22:06:59 main:574] : INFO : Epoch 1546 | loss: 0.0312193 | val_loss: 0.0312196 | Time: 2264.2 ms [2022-04-10 22:07:02 main:574] : INFO : Epoch 1547 | loss: 0.0312195 | val_loss: 0.0312195 | Time: 2220.74 ms [2022-04-10 22:07:04 main:574] : INFO : Epoch 1548 | loss: 0.0312194 | val_loss: 0.0312189 | Time: 2242.05 ms [2022-04-10 22:07:06 main:574] : INFO : Epoch 1549 | loss: 0.0312198 | val_loss: 0.0312198 | Time: 2157.5 ms [2022-04-10 22:07:08 main:574] : INFO : Epoch 1550 | loss: 0.0312193 | val_loss: 0.0312197 | Time: 2197.14 ms [2022-04-10 22:07:10 main:574] : INFO : Epoch 1551 | loss: 0.0312207 | val_loss: 0.0312208 | Time: 2142.45 ms [2022-04-10 22:07:13 main:574] : INFO : Epoch 1552 | loss: 0.0312207 | val_loss: 0.0312191 | Time: 2218.76 ms [2022-04-10 22:07:15 main:574] : INFO : Epoch 1553 | loss: 0.0312202 | val_loss: 0.0312198 | Time: 2186.05 ms [2022-04-10 22:07:17 main:574] : INFO : Epoch 1554 | loss: 0.0312193 | val_loss: 0.0312189 | Time: 2095.15 ms [2022-04-10 22:07:19 main:574] : INFO : Epoch 1555 | loss: 0.0312196 | val_loss: 0.0312189 | Time: 2231.99 ms [2022-04-10 22:07:21 main:574] : INFO : Epoch 1556 | loss: 0.0312189 | val_loss: 0.0312186 | Time: 2188.79 ms [2022-04-10 22:07:23 main:574] : INFO : Epoch 1557 | loss: 0.0312186 | val_loss: 0.0312185 | Time: 2164.29 ms [2022-04-10 22:07:26 main:574] : INFO : Epoch 1558 | loss: 0.0312189 | val_loss: 0.0312189 | Time: 2110.6 ms [2022-04-10 22:07:28 main:574] : INFO : Epoch 1559 | loss: 0.0312197 | val_loss: 0.0312193 | Time: 2207.58 ms [2022-04-10 22:07:30 main:574] : INFO : Epoch 1560 | loss: 0.0312189 | val_loss: 0.0312188 | Time: 2232.83 ms [2022-04-10 22:07:32 main:574] : INFO : Epoch 1561 | loss: 0.0312187 | val_loss: 0.031219 | Time: 2340.37 ms [2022-04-10 22:07:35 main:574] : INFO : Epoch 1562 | loss: 0.0312177 | val_loss: 0.0312166 | Time: 2317.67 ms [2022-04-10 22:07:37 main:574] : INFO : Epoch 1563 | loss: 0.0312156 | val_loss: 0.0312133 | Time: 2201.79 ms [2022-04-10 22:07:39 main:574] : INFO : Epoch 1564 | loss: 0.0312168 | val_loss: 0.0312142 | Time: 2218.57 ms [2022-04-10 22:07:41 main:574] : INFO : Epoch 1565 | loss: 0.0312156 | val_loss: 0.0312146 | Time: 2265.99 ms [2022-04-10 22:07:43 main:574] : INFO : Epoch 1566 | loss: 0.0312156 | val_loss: 0.0312127 | Time: 2126.51 ms [2022-04-10 22:07:46 main:574] : INFO : Epoch 1567 | loss: 0.0312141 | val_loss: 0.0312127 | Time: 2242.22 ms [2022-04-10 22:07:48 main:574] : INFO : Epoch 1568 | loss: 0.0312133 | val_loss: 0.0312141 | Time: 2233.96 ms [2022-04-10 22:07:50 main:574] : INFO : Epoch 1569 | loss: 0.0312136 | val_loss: 0.0312121 | Time: 2226.02 ms [2022-04-10 22:07:52 main:574] : INFO : Epoch 1570 | loss: 0.0312135 | val_loss: 0.0312131 | Time: 2128.46 ms [2022-04-10 22:07:54 main:574] : INFO : Epoch 1571 | loss: 0.031213 | val_loss: 0.0312121 | Time: 2124.43 ms [2022-04-10 22:07:57 main:574] : INFO : Epoch 1572 | loss: 0.0312136 | val_loss: 0.0312132 | Time: 2254.37 ms [2022-04-10 22:07:59 main:574] : INFO : Epoch 1573 | loss: 0.0312134 | val_loss: 0.0312122 | Time: 2160.45 ms [2022-04-10 22:08:01 main:574] : INFO : Epoch 1574 | loss: 0.0312129 | val_loss: 0.0312122 | Time: 2250.55 ms [2022-04-10 22:08:03 main:574] : INFO : Epoch 1575 | loss: 0.0312126 | val_loss: 0.031212 | Time: 2150.81 ms [2022-04-10 22:08:06 main:574] : INFO : Epoch 1576 | loss: 0.0312128 | val_loss: 0.0312124 | Time: 2249.86 ms [2022-04-10 22:08:08 main:574] : INFO : Epoch 1577 | loss: 0.0312132 | val_loss: 0.0312122 | Time: 2122.87 ms [2022-04-10 22:08:10 main:574] : INFO : Epoch 1578 | loss: 0.031213 | val_loss: 0.031212 | Time: 2168.82 ms [2022-04-10 22:08:12 main:574] : INFO : Epoch 1579 | loss: 0.0312131 | val_loss: 0.0312127 | Time: 2096.72 ms [2022-04-10 22:08:14 main:574] : INFO : Epoch 1580 | loss: 0.0312132 | val_loss: 0.0312123 | Time: 2225.89 ms [2022-04-10 22:08:17 main:574] : INFO : Epoch 1581 | loss: 0.0312126 | val_loss: 0.0312117 | Time: 2398.76 ms [2022-04-10 22:08:19 main:574] : INFO : Epoch 1582 | loss: 0.0312123 | val_loss: 0.0312113 | Time: 2420.28 ms [2022-04-10 22:08:21 main:574] : INFO : Epoch 1583 | loss: 0.0312136 | val_loss: 0.0312125 | Time: 2456.36 ms [2022-04-10 22:08:24 main:574] : INFO : Epoch 1584 | loss: 0.031213 | val_loss: 0.0312116 | Time: 2395.77 ms [2022-04-10 22:08:26 main:574] : INFO : Epoch 1585 | loss: 0.0312137 | val_loss: 0.0312137 | Time: 2501.81 ms [2022-04-10 22:08:29 main:574] : INFO : Epoch 1586 | loss: 0.0312131 | val_loss: 0.0312123 | Time: 2378.53 ms [2022-04-10 22:08:31 main:574] : INFO : Epoch 1587 | loss: 0.0312124 | val_loss: 0.031212 | Time: 2368.97 ms [2022-04-10 22:08:34 main:574] : INFO : Epoch 1588 | loss: 0.0312127 | val_loss: 0.031212 | Time: 2522.94 ms [2022-04-10 22:08:36 main:574] : INFO : Epoch 1589 | loss: 0.0312125 | val_loss: 0.0312126 | Time: 2420.22 ms [2022-04-10 22:08:39 main:574] : INFO : Epoch 1590 | loss: 0.0312132 | val_loss: 0.0312116 | Time: 2497.24 ms [2022-04-10 22:08:41 main:574] : INFO : Epoch 1591 | loss: 0.0312128 | val_loss: 0.0312115 | Time: 2398.31 ms [2022-04-10 22:08:43 main:574] : INFO : Epoch 1592 | loss: 0.0312129 | val_loss: 0.0312119 | Time: 2287.79 ms [2022-04-10 22:08:46 main:574] : INFO : Epoch 1593 | loss: 0.0312124 | val_loss: 0.0312124 | Time: 2277.98 ms [2022-04-10 22:08:48 main:574] : INFO : Epoch 1594 | loss: 0.0312129 | val_loss: 0.0312127 | Time: 2307.48 ms [2022-04-10 22:08:50 main:574] : INFO : Epoch 1595 | loss: 0.0312123 | val_loss: 0.0312114 | Time: 2184.45 ms [2022-04-10 22:08:52 main:574] : INFO : Epoch 1596 | loss: 0.0312124 | val_loss: 0.0312123 | Time: 2194.05 ms [2022-04-10 22:08:54 main:574] : INFO : Epoch 1597 | loss: 0.0312126 | val_loss: 0.0312116 | Time: 2135.82 ms [2022-04-10 22:08:57 main:574] : INFO : Epoch 1598 | loss: 0.0312119 | val_loss: 0.0312111 | Time: 2232.92 ms [2022-04-10 22:08:59 main:574] : INFO : Epoch 1599 | loss: 0.0312123 | val_loss: 0.0312117 | Time: 2132.97 ms [2022-04-10 22:09:01 main:574] : INFO : Epoch 1600 | loss: 0.0312126 | val_loss: 0.0312126 | Time: 2239.19 ms [2022-04-10 22:09:03 main:574] : INFO : Epoch 1601 | loss: 0.0312132 | val_loss: 0.0312114 | Time: 2140.13 ms [2022-04-10 22:09:05 main:574] : INFO : Epoch 1602 | loss: 0.0312126 | val_loss: 0.0312132 | Time: 2215.17 ms [2022-04-10 22:09:08 main:574] : INFO : Epoch 1603 | loss: 0.0312118 | val_loss: 0.0312117 | Time: 2102.45 ms [2022-04-10 22:09:10 main:574] : INFO : Epoch 1604 | loss: 0.0312113 | val_loss: 0.0312112 | Time: 2255.82 ms [2022-04-10 22:09:12 main:574] : INFO : Epoch 1605 | loss: 0.0312116 | val_loss: 0.0312115 | Time: 2123.7 ms [2022-04-10 22:09:14 main:574] : INFO : Epoch 1606 | loss: 0.0312111 | val_loss: 0.031211 | Time: 2193.9 ms [2022-04-10 22:09:16 main:574] : INFO : Epoch 1607 | loss: 0.0312127 | val_loss: 0.0312112 | Time: 2180.59 ms [2022-04-10 22:09:19 main:574] : INFO : Epoch 1608 | loss: 0.0312124 | val_loss: 0.0312115 | Time: 2223.61 ms [2022-04-10 22:09:21 main:574] : INFO : Epoch 1609 | loss: 0.0312117 | val_loss: 0.0312136 | Time: 2250.09 ms [2022-04-10 22:09:23 main:574] : INFO : Epoch 1610 | loss: 0.0312128 | val_loss: 0.0312124 | Time: 2235.42 ms [2022-04-10 22:09:25 main:574] : INFO : Epoch 1611 | loss: 0.0312121 | val_loss: 0.031212 | Time: 2139.82 ms [2022-04-10 22:09:27 main:574] : INFO : Epoch 1612 | loss: 0.0312114 | val_loss: 0.0312111 | Time: 2312.35 ms [2022-04-10 22:09:30 main:574] : INFO : Epoch 1613 | loss: 0.0312114 | val_loss: 0.0312109 | Time: 2203.75 ms [2022-04-10 22:09:32 main:574] : INFO : Epoch 1614 | loss: 0.0312116 | val_loss: 0.0312124 | Time: 2092.86 ms [2022-04-10 22:09:34 main:574] : INFO : Epoch 1615 | loss: 0.0312116 | val_loss: 0.0312108 | Time: 2282.3 ms [2022-04-10 22:09:36 main:574] : INFO : Epoch 1616 | loss: 0.031211 | val_loss: 0.0312116 | Time: 2304.61 ms [2022-04-10 22:09:38 main:574] : INFO : Epoch 1617 | loss: 0.0312123 | val_loss: 0.0312127 | Time: 2131.79 ms [2022-04-10 22:09:41 main:574] : INFO : Epoch 1618 | loss: 0.031212 | val_loss: 0.031214 | Time: 2266.46 ms [2022-04-10 22:09:43 main:574] : INFO : Epoch 1619 | loss: 0.0312125 | val_loss: 0.0312171 | Time: 2214.21 ms [2022-04-10 22:09:45 main:574] : INFO : Epoch 1620 | loss: 0.0312131 | val_loss: 0.031211 | Time: 2263.33 ms [2022-04-10 22:09:47 main:574] : INFO : Epoch 1621 | loss: 0.0312139 | val_loss: 0.0312099 | Time: 2185.62 ms [2022-04-10 22:09:50 main:574] : INFO : Epoch 1622 | loss: 0.0312125 | val_loss: 0.0312106 | Time: 2282.27 ms [2022-04-10 22:09:52 main:574] : INFO : Epoch 1623 | loss: 0.0312123 | val_loss: 0.0312099 | Time: 2143.6 ms [2022-04-10 22:09:54 main:574] : INFO : Epoch 1624 | loss: 0.0312119 | val_loss: 0.0312093 | Time: 2154.74 ms [2022-04-10 22:09:56 main:574] : INFO : Epoch 1625 | loss: 0.0312116 | val_loss: 0.0312102 | Time: 2219.35 ms [2022-04-10 22:09:59 main:574] : INFO : Epoch 1626 | loss: 0.0312118 | val_loss: 0.0312112 | Time: 2336.3 ms [2022-04-10 22:10:01 main:574] : INFO : Epoch 1627 | loss: 0.031212 | val_loss: 0.0312092 | Time: 2284.09 ms [2022-04-10 22:10:03 main:574] : INFO : Epoch 1628 | loss: 0.0312112 | val_loss: 0.0312096 | Time: 2297 ms [2022-04-10 22:10:05 main:574] : INFO : Epoch 1629 | loss: 0.0312114 | val_loss: 0.0312092 | Time: 2174.2 ms [2022-04-10 22:10:08 main:574] : INFO : Epoch 1630 | loss: 0.0312112 | val_loss: 0.0312098 | Time: 2352.76 ms [2022-04-10 22:10:10 main:574] : INFO : Epoch 1631 | loss: 0.0312109 | val_loss: 0.0312097 | Time: 2485.94 ms [2022-04-10 22:10:13 main:574] : INFO : Epoch 1632 | loss: 0.031211 | val_loss: 0.0312107 | Time: 2318.16 ms [2022-04-10 22:10:15 main:574] : INFO : Epoch 1633 | loss: 0.031211 | val_loss: 0.0312101 | Time: 2197 ms [2022-04-10 22:10:17 main:574] : INFO : Epoch 1634 | loss: 0.0312108 | val_loss: 0.0312097 | Time: 2403.11 ms [2022-04-10 22:10:19 main:574] : INFO : Epoch 1635 | loss: 0.0312106 | val_loss: 0.0312097 | Time: 2307.68 ms [2022-04-10 22:10:22 main:574] : INFO : Epoch 1636 | loss: 0.031211 | val_loss: 0.0312093 | Time: 2260.44 ms [2022-04-10 22:10:24 main:574] : INFO : Epoch 1637 | loss: 0.0312105 | val_loss: 0.0312098 | Time: 2162.72 ms [2022-04-10 22:10:26 main:574] : INFO : Epoch 1638 | loss: 0.031211 | val_loss: 0.0312111 | Time: 2352.16 ms [2022-04-10 22:10:29 main:574] : INFO : Epoch 1639 | loss: 0.0312109 | val_loss: 0.0312115 | Time: 2444.89 ms [2022-04-10 22:10:31 main:574] : INFO : Epoch 1640 | loss: 0.0312102 | val_loss: 0.0312093 | Time: 2268.65 ms [2022-04-10 22:10:33 main:574] : INFO : Epoch 1641 | loss: 0.0312098 | val_loss: 0.0312081 | Time: 2218.11 ms [2022-04-10 22:10:35 main:574] : INFO : Epoch 1642 | loss: 0.0312098 | val_loss: 0.0312093 | Time: 2170.66 ms [2022-04-10 22:10:37 main:574] : INFO : Epoch 1643 | loss: 0.0312097 | val_loss: 0.0312092 | Time: 2078.47 ms [2022-04-10 22:10:40 main:574] : INFO : Epoch 1644 | loss: 0.0312108 | val_loss: 0.0312106 | Time: 2161.32 ms [2022-04-10 22:10:42 main:574] : INFO : Epoch 1645 | loss: 0.0312108 | val_loss: 0.0312107 | Time: 2380.06 ms [2022-04-10 22:10:44 main:574] : INFO : Epoch 1646 | loss: 0.0312114 | val_loss: 0.0312118 | Time: 2133.4 ms [2022-04-10 22:10:46 main:574] : INFO : Epoch 1647 | loss: 0.0312107 | val_loss: 0.0312086 | Time: 2264.37 ms [2022-04-10 22:10:49 main:574] : INFO : Epoch 1648 | loss: 0.0312095 | val_loss: 0.0312085 | Time: 2159.16 ms [2022-04-10 22:10:51 main:574] : INFO : Epoch 1649 | loss: 0.0312088 | val_loss: 0.031209 | Time: 2202.51 ms [2022-04-10 22:10:53 main:574] : INFO : Epoch 1650 | loss: 0.0312107 | val_loss: 0.031211 | Time: 2241.56 ms [2022-04-10 22:10:55 main:574] : INFO : Epoch 1651 | loss: 0.0312098 | val_loss: 0.0312088 | Time: 2280.66 ms [2022-04-10 22:10:58 main:574] : INFO : Epoch 1652 | loss: 0.0312112 | val_loss: 0.03121 | Time: 2316.89 ms [2022-04-10 22:11:00 main:574] : INFO : Epoch 1653 | loss: 0.0312094 | val_loss: 0.0312082 | Time: 2212.61 ms [2022-04-10 22:11:02 main:574] : INFO : Epoch 1654 | loss: 0.0312087 | val_loss: 0.0312091 | Time: 2291.99 ms [2022-04-10 22:11:04 main:574] : INFO : Epoch 1655 | loss: 0.0312094 | val_loss: 0.0312075 | Time: 2232.56 ms [2022-04-10 22:11:07 main:574] : INFO : Epoch 1656 | loss: 0.0312086 | val_loss: 0.0312074 | Time: 2345.36 ms [2022-04-10 22:11:09 main:574] : INFO : Epoch 1657 | loss: 0.0312089 | val_loss: 0.0312084 | Time: 2437.9 ms [2022-04-10 22:11:12 main:574] : INFO : Epoch 1658 | loss: 0.0312102 | val_loss: 0.0312084 | Time: 2437.33 ms [2022-04-10 22:11:14 main:574] : INFO : Epoch 1659 | loss: 0.03121 | val_loss: 0.0312098 | Time: 2265.65 ms [2022-04-10 22:11:16 main:574] : INFO : Epoch 1660 | loss: 0.0312093 | val_loss: 0.0312083 | Time: 2243.87 ms [2022-04-10 22:11:18 main:574] : INFO : Epoch 1661 | loss: 0.0312098 | val_loss: 0.0312089 | Time: 2148.24 ms [2022-04-10 22:11:21 main:574] : INFO : Epoch 1662 | loss: 0.0312101 | val_loss: 0.0312079 | Time: 2252.46 ms [2022-04-10 22:11:23 main:574] : INFO : Epoch 1663 | loss: 0.0312087 | val_loss: 0.0312086 | Time: 2176.34 ms [2022-04-10 22:11:25 main:574] : INFO : Epoch 1664 | loss: 0.0312089 | val_loss: 0.031208 | Time: 2221.43 ms [2022-04-10 22:11:27 main:574] : INFO : Epoch 1665 | loss: 0.0312098 | val_loss: 0.0312092 | Time: 2211.04 ms [2022-04-10 22:11:29 main:574] : INFO : Epoch 1666 | loss: 0.0312092 | val_loss: 0.0312088 | Time: 2277.24 ms [2022-04-10 22:11:32 main:574] : INFO : Epoch 1667 | loss: 0.0312091 | val_loss: 0.0312095 | Time: 2145.86 ms [2022-04-10 22:11:34 main:574] : INFO : Epoch 1668 | loss: 0.0312089 | val_loss: 0.0312087 | Time: 2252.88 ms [2022-04-10 22:11:36 main:574] : INFO : Epoch 1669 | loss: 0.0312094 | val_loss: 0.0312081 | Time: 2178.15 ms [2022-04-10 22:11:38 main:574] : INFO : Epoch 1670 | loss: 0.0312084 | val_loss: 0.0312091 | Time: 2311.14 ms [2022-04-10 22:11:41 main:574] : INFO : Epoch 1671 | loss: 0.0312082 | val_loss: 0.0312082 | Time: 2183.09 ms [2022-04-10 22:11:43 main:574] : INFO : Epoch 1672 | loss: 0.031209 | val_loss: 0.0312115 | Time: 2130.06 ms [2022-04-10 22:11:45 main:574] : INFO : Epoch 1673 | loss: 0.0312099 | val_loss: 0.0312083 | Time: 2270.87 ms [2022-04-10 22:11:47 main:574] : INFO : Epoch 1674 | loss: 0.0312078 | val_loss: 0.031207 | Time: 2303.72 ms [2022-04-10 22:11:50 main:574] : INFO : Epoch 1675 | loss: 0.0312095 | val_loss: 0.0312088 | Time: 2241.21 ms [2022-04-10 22:11:52 main:574] : INFO : Epoch 1676 | loss: 0.0312091 | val_loss: 0.0312099 | Time: 2157.96 ms [2022-04-10 22:11:54 main:574] : INFO : Epoch 1677 | loss: 0.0312088 | val_loss: 0.0312075 | Time: 2236.13 ms [2022-04-10 22:11:56 main:574] : INFO : Epoch 1678 | loss: 0.0312085 | val_loss: 0.0312078 | Time: 2223.29 ms [2022-04-10 22:11:58 main:574] : INFO : Epoch 1679 | loss: 0.0312087 | val_loss: 0.0312092 | Time: 2254.16 ms [2022-04-10 22:12:01 main:574] : INFO : Epoch 1680 | loss: 0.0312097 | val_loss: 0.0312081 | Time: 2175.01 ms [2022-04-10 22:12:03 main:574] : INFO : Epoch 1681 | loss: 0.03121 | val_loss: 0.031211 | Time: 2207.45 ms [2022-04-10 22:12:05 main:574] : INFO : Epoch 1682 | loss: 0.0312091 | val_loss: 0.0312101 | Time: 2110.34 ms [2022-04-10 22:12:07 main:574] : INFO : Epoch 1683 | loss: 0.0312083 | val_loss: 0.0312093 | Time: 2217.34 ms [2022-04-10 22:12:09 main:574] : INFO : Epoch 1684 | loss: 0.0312076 | val_loss: 0.0312076 | Time: 2283.88 ms [2022-04-10 22:12:12 main:574] : INFO : Epoch 1685 | loss: 0.0312088 | val_loss: 0.0312092 | Time: 2360.11 ms [2022-04-10 22:12:14 main:574] : INFO : Epoch 1686 | loss: 0.0312082 | val_loss: 0.0312091 | Time: 2154.8 ms [2022-04-10 22:12:16 main:574] : INFO : Epoch 1687 | loss: 0.0312082 | val_loss: 0.0312083 | Time: 2278.7 ms [2022-04-10 22:12:18 main:574] : INFO : Epoch 1688 | loss: 0.0312086 | val_loss: 0.0312099 | Time: 2126.54 ms [2022-04-10 22:12:21 main:574] : INFO : Epoch 1689 | loss: 0.031208 | val_loss: 0.0312106 | Time: 2203.68 ms [2022-04-10 22:12:23 main:574] : INFO : Epoch 1690 | loss: 0.031208 | val_loss: 0.0312082 | Time: 2208.22 ms [2022-04-10 22:12:25 main:574] : INFO : Epoch 1691 | loss: 0.0312073 | val_loss: 0.0312079 | Time: 2181.37 ms [2022-04-10 22:12:27 main:574] : INFO : Epoch 1692 | loss: 0.0312072 | val_loss: 0.0312088 | Time: 2323.29 ms [2022-04-10 22:12:30 main:574] : INFO : Epoch 1693 | loss: 0.0312068 | val_loss: 0.0312082 | Time: 2170.78 ms [2022-04-10 22:12:32 main:574] : INFO : Epoch 1694 | loss: 0.0312069 | val_loss: 0.031209 | Time: 2316.77 ms [2022-04-10 22:12:34 main:574] : INFO : Epoch 1695 | loss: 0.0312077 | val_loss: 0.0312086 | Time: 2232.47 ms [2022-04-10 22:12:36 main:574] : INFO : Epoch 1696 | loss: 0.0312086 | val_loss: 0.0312089 | Time: 2296.4 ms [2022-04-10 22:12:39 main:574] : INFO : Epoch 1697 | loss: 0.0312084 | val_loss: 0.0312114 | Time: 2290.94 ms [2022-04-10 22:12:41 main:574] : INFO : Epoch 1698 | loss: 0.0312089 | val_loss: 0.0312123 | Time: 2273.58 ms [2022-04-10 22:12:43 main:574] : INFO : Epoch 1699 | loss: 0.0312111 | val_loss: 0.031211 | Time: 2214.37 ms [2022-04-10 22:12:45 main:574] : INFO : Epoch 1700 | loss: 0.0312076 | val_loss: 0.0312082 | Time: 2213.27 ms [2022-04-10 22:12:48 main:574] : INFO : Epoch 1701 | loss: 0.0312079 | val_loss: 0.031209 | Time: 2180.57 ms [2022-04-10 22:12:50 main:574] : INFO : Epoch 1702 | loss: 0.0312074 | val_loss: 0.0312085 | Time: 2132.62 ms [2022-04-10 22:12:52 main:574] : INFO : Epoch 1703 | loss: 0.031207 | val_loss: 0.031208 | Time: 2316.6 ms [2022-04-10 22:12:54 main:574] : INFO : Epoch 1704 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 2276.57 ms [2022-04-10 22:12:57 main:574] : INFO : Epoch 1705 | loss: 0.0312074 | val_loss: 0.0312077 | Time: 2202.39 ms [2022-04-10 22:12:59 main:574] : INFO : Epoch 1706 | loss: 0.0312063 | val_loss: 0.0312097 | Time: 2286.81 ms [2022-04-10 22:13:01 main:574] : INFO : Epoch 1707 | loss: 0.0312076 | val_loss: 0.0312123 | Time: 2187.35 ms [2022-04-10 22:13:03 main:574] : INFO : Epoch 1708 | loss: 0.031208 | val_loss: 0.0312079 | Time: 2188.24 ms [2022-04-10 22:13:06 main:574] : INFO : Epoch 1709 | loss: 0.0312058 | val_loss: 0.0312096 | Time: 2311.15 ms [2022-04-10 22:13:08 main:574] : INFO : Epoch 1710 | loss: 0.0312087 | val_loss: 0.0312101 | Time: 2202.5 ms [2022-04-10 22:13:10 main:574] : INFO : Epoch 1711 | loss: 0.0312086 | val_loss: 0.0312102 | Time: 2232.58 ms [2022-04-10 22:13:12 main:574] : INFO : Epoch 1712 | loss: 0.0312072 | val_loss: 0.0312089 | Time: 2198.03 ms [2022-04-10 22:13:14 main:574] : INFO : Epoch 1713 | loss: 0.0312058 | val_loss: 0.031209 | Time: 2202.9 ms [2022-04-10 22:13:17 main:574] : INFO : Epoch 1714 | loss: 0.031206 | val_loss: 0.0312082 | Time: 2295.2 ms [2022-04-10 22:13:19 main:574] : INFO : Epoch 1715 | loss: 0.0312063 | val_loss: 0.0312092 | Time: 2196.03 ms [2022-04-10 22:13:21 main:574] : INFO : Epoch 1716 | loss: 0.0312065 | val_loss: 0.0312102 | Time: 2153.62 ms [2022-04-10 22:13:23 main:574] : INFO : Epoch 1717 | loss: 0.0312066 | val_loss: 0.0312108 | Time: 2060.38 ms [2022-04-10 22:13:25 main:574] : INFO : Epoch 1718 | loss: 0.0312075 | val_loss: 0.0312089 | Time: 2293.49 ms [2022-04-10 22:13:28 main:574] : INFO : Epoch 1719 | loss: 0.0312091 | val_loss: 0.0312101 | Time: 2245.13 ms [2022-04-10 22:13:30 main:574] : INFO : Epoch 1720 | loss: 0.0312069 | val_loss: 0.0312093 | Time: 2171.14 ms [2022-04-10 22:13:32 main:574] : INFO : Epoch 1721 | loss: 0.0312066 | val_loss: 0.0312133 | Time: 2322.16 ms [2022-04-10 22:13:34 main:574] : INFO : Epoch 1722 | loss: 0.0312058 | val_loss: 0.0312094 | Time: 2227.16 ms [2022-04-10 22:13:37 main:574] : INFO : Epoch 1723 | loss: 0.031206 | val_loss: 0.0312132 | Time: 2172.87 ms [2022-04-10 22:13:39 main:574] : INFO : Epoch 1724 | loss: 0.0312068 | val_loss: 0.0312116 | Time: 2193.86 ms [2022-04-10 22:13:41 main:574] : INFO : Epoch 1725 | loss: 0.0312069 | val_loss: 0.0312121 | Time: 2277.74 ms [2022-04-10 22:13:43 main:574] : INFO : Epoch 1726 | loss: 0.0312069 | val_loss: 0.0312086 | Time: 2223.58 ms [2022-04-10 22:13:45 main:574] : INFO : Epoch 1727 | loss: 0.0312052 | val_loss: 0.031208 | Time: 2061.4 ms [2022-04-10 22:13:48 main:574] : INFO : Epoch 1728 | loss: 0.0312051 | val_loss: 0.0312075 | Time: 2243.89 ms [2022-04-10 22:13:50 main:574] : INFO : Epoch 1729 | loss: 0.0312054 | val_loss: 0.0312082 | Time: 2195.28 ms [2022-04-10 22:13:52 main:574] : INFO : Epoch 1730 | loss: 0.0312076 | val_loss: 0.0312097 | Time: 2254.94 ms [2022-04-10 22:13:54 main:574] : INFO : Epoch 1731 | loss: 0.0312057 | val_loss: 0.0312074 | Time: 2182.63 ms [2022-04-10 22:13:56 main:574] : INFO : Epoch 1732 | loss: 0.0312049 | val_loss: 0.0312073 | Time: 2248.35 ms [2022-04-10 22:13:59 main:574] : INFO : Epoch 1733 | loss: 0.031206 | val_loss: 0.0312078 | Time: 2221.92 ms [2022-04-10 22:14:01 main:574] : INFO : Epoch 1734 | loss: 0.0312058 | val_loss: 0.031208 | Time: 2202.43 ms [2022-04-10 22:14:03 main:574] : INFO : Epoch 1735 | loss: 0.0312059 | val_loss: 0.0312081 | Time: 2407.76 ms [2022-04-10 22:14:06 main:574] : INFO : Epoch 1736 | loss: 0.0312064 | val_loss: 0.0312073 | Time: 2204.6 ms [2022-04-10 22:14:08 main:574] : INFO : Epoch 1737 | loss: 0.0312075 | val_loss: 0.0312159 | Time: 2218.08 ms [2022-04-10 22:14:10 main:574] : INFO : Epoch 1738 | loss: 0.0312067 | val_loss: 0.0312073 | Time: 2360.88 ms [2022-04-10 22:14:12 main:574] : INFO : Epoch 1739 | loss: 0.0312058 | val_loss: 0.031214 | Time: 2169.98 ms [2022-04-10 22:14:15 main:574] : INFO : Epoch 1740 | loss: 0.0312059 | val_loss: 0.0312065 | Time: 2265.79 ms [2022-04-10 22:14:17 main:574] : INFO : Epoch 1741 | loss: 0.0312046 | val_loss: 0.0312065 | Time: 2236.85 ms [2022-04-10 22:14:19 main:574] : INFO : Epoch 1742 | loss: 0.0312051 | val_loss: 0.0312076 | Time: 2238.51 ms [2022-04-10 22:14:21 main:574] : INFO : Epoch 1743 | loss: 0.0312055 | val_loss: 0.0312072 | Time: 2285.9 ms [2022-04-10 22:14:24 main:574] : INFO : Epoch 1744 | loss: 0.0312051 | val_loss: 0.0312085 | Time: 2164.5 ms [2022-04-10 22:14:26 main:574] : INFO : Epoch 1745 | loss: 0.0312044 | val_loss: 0.0312073 | Time: 2217.95 ms [2022-04-10 22:14:28 main:574] : INFO : Epoch 1746 | loss: 0.0312039 | val_loss: 0.0312067 | Time: 2248.12 ms [2022-04-10 22:14:30 main:574] : INFO : Epoch 1747 | loss: 0.0312049 | val_loss: 0.0312066 | Time: 2120.36 ms [2022-04-10 22:14:32 main:574] : INFO : Epoch 1748 | loss: 0.0312041 | val_loss: 0.0312066 | Time: 2224.37 ms [2022-04-10 22:14:35 main:574] : INFO : Epoch 1749 | loss: 0.0312036 | val_loss: 0.0312088 | Time: 2171.34 ms [2022-04-10 22:14:37 main:574] : INFO : Epoch 1750 | loss: 0.0312048 | val_loss: 0.0312065 | Time: 2161.04 ms [2022-04-10 22:14:39 main:574] : INFO : Epoch 1751 | loss: 0.0312038 | val_loss: 0.0312071 | Time: 2224.71 ms [2022-04-10 22:14:41 main:574] : INFO : Epoch 1752 | loss: 0.0312048 | val_loss: 0.0312063 | Time: 2264.56 ms [2022-04-10 22:14:43 main:574] : INFO : Epoch 1753 | loss: 0.0312046 | val_loss: 0.0312078 | Time: 2116.91 ms [2022-04-10 22:14:46 main:574] : INFO : Epoch 1754 | loss: 0.0312041 | val_loss: 0.0312068 | Time: 2340.62 ms [2022-04-10 22:14:48 main:574] : INFO : Epoch 1755 | loss: 0.0312038 | val_loss: 0.0312066 | Time: 2313.03 ms [2022-04-10 22:14:50 main:574] : INFO : Epoch 1756 | loss: 0.0312051 | val_loss: 0.0312084 | Time: 2248.41 ms [2022-04-10 22:14:52 main:574] : INFO : Epoch 1757 | loss: 0.0312063 | val_loss: 0.0312081 | Time: 2233.69 ms [2022-04-10 22:14:55 main:574] : INFO : Epoch 1758 | loss: 0.0312037 | val_loss: 0.0312073 | Time: 2434.02 ms [2022-04-10 22:14:57 main:574] : INFO : Epoch 1759 | loss: 0.0312036 | val_loss: 0.0312064 | Time: 2122.09 ms [2022-04-10 22:14:59 main:574] : INFO : Epoch 1760 | loss: 0.031203 | val_loss: 0.0312071 | Time: 2210.56 ms [2022-04-10 22:15:01 main:574] : INFO : Epoch 1761 | loss: 0.0312044 | val_loss: 0.0312112 | Time: 2149.62 ms [2022-04-10 22:15:04 main:574] : INFO : Epoch 1762 | loss: 0.0312102 | val_loss: 0.0312113 | Time: 2247.14 ms [2022-04-10 22:15:06 main:574] : INFO : Epoch 1763 | loss: 0.0312046 | val_loss: 0.0312091 | Time: 2133.97 ms [2022-04-10 22:15:08 main:574] : INFO : Epoch 1764 | loss: 0.031203 | val_loss: 0.0312073 | Time: 2242.98 ms [2022-04-10 22:15:10 main:574] : INFO : Epoch 1765 | loss: 0.0312023 | val_loss: 0.0312075 | Time: 2173.84 ms [2022-04-10 22:15:13 main:574] : INFO : Epoch 1766 | loss: 0.0312032 | val_loss: 0.0312073 | Time: 2406.76 ms [2022-04-10 22:15:15 main:574] : INFO : Epoch 1767 | loss: 0.0312039 | val_loss: 0.0312072 | Time: 2163.71 ms [2022-04-10 22:15:17 main:574] : INFO : Epoch 1768 | loss: 0.0312029 | val_loss: 0.0312067 | Time: 2180.1 ms [2022-04-10 22:15:19 main:574] : INFO : Epoch 1769 | loss: 0.0312028 | val_loss: 0.0312074 | Time: 2252.53 ms [2022-04-10 22:15:21 main:574] : INFO : Epoch 1770 | loss: 0.0312029 | val_loss: 0.031208 | Time: 2233.88 ms [2022-04-10 22:15:24 main:574] : INFO : Epoch 1771 | loss: 0.0312033 | val_loss: 0.031208 | Time: 2229 ms [2022-04-10 22:15:26 main:574] : INFO : Epoch 1772 | loss: 0.0312035 | val_loss: 0.0312067 | Time: 2301.16 ms [2022-04-10 22:15:28 main:574] : INFO : Epoch 1773 | loss: 0.0312035 | val_loss: 0.0312071 | Time: 2209.99 ms [2022-04-10 22:15:30 main:574] : INFO : Epoch 1774 | loss: 0.0312036 | val_loss: 0.031208 | Time: 2198.84 ms [2022-04-10 22:15:33 main:574] : INFO : Epoch 1775 | loss: 0.0312063 | val_loss: 0.0312098 | Time: 2238.07 ms [2022-04-10 22:15:35 main:574] : INFO : Epoch 1776 | loss: 0.0312056 | val_loss: 0.0312074 | Time: 2248.53 ms [2022-04-10 22:15:37 main:574] : INFO : Epoch 1777 | loss: 0.0312035 | val_loss: 0.0312066 | Time: 2230.61 ms [2022-04-10 22:15:40 main:574] : INFO : Epoch 1778 | loss: 0.0312025 | val_loss: 0.031207 | Time: 2423.82 ms [2022-04-10 22:15:42 main:574] : INFO : Epoch 1779 | loss: 0.0312038 | val_loss: 0.0312068 | Time: 2467.78 ms [2022-04-10 22:15:44 main:574] : INFO : Epoch 1780 | loss: 0.0312025 | val_loss: 0.0312067 | Time: 2272.27 ms [2022-04-10 22:15:47 main:574] : INFO : Epoch 1781 | loss: 0.0312021 | val_loss: 0.0312069 | Time: 2288.21 ms [2022-04-10 22:15:49 main:574] : INFO : Epoch 1782 | loss: 0.0312019 | val_loss: 0.0312064 | Time: 2538.23 ms [2022-04-10 22:15:52 main:574] : INFO : Epoch 1783 | loss: 0.0312035 | val_loss: 0.0312067 | Time: 2436.2 ms [2022-04-10 22:15:54 main:574] : INFO : Epoch 1784 | loss: 0.0312062 | val_loss: 0.0312064 | Time: 2430.46 ms [2022-04-10 22:15:56 main:574] : INFO : Epoch 1785 | loss: 0.0312043 | val_loss: 0.0312066 | Time: 2360.19 ms [2022-04-10 22:15:59 main:574] : INFO : Epoch 1786 | loss: 0.0312036 | val_loss: 0.0312088 | Time: 2377.73 ms [2022-04-10 22:16:01 main:574] : INFO : Epoch 1787 | loss: 0.031203 | val_loss: 0.0312063 | Time: 2388.8 ms [2022-04-10 22:16:04 main:574] : INFO : Epoch 1788 | loss: 0.0312022 | val_loss: 0.0312076 | Time: 2447.15 ms [2022-04-10 22:16:06 main:574] : INFO : Epoch 1789 | loss: 0.0312021 | val_loss: 0.0312062 | Time: 2225 ms [2022-04-10 22:16:08 main:574] : INFO : Epoch 1790 | loss: 0.031203 | val_loss: 0.0312067 | Time: 2214.36 ms [2022-04-10 22:16:10 main:574] : INFO : Epoch 1791 | loss: 0.0312035 | val_loss: 0.0312073 | Time: 2164.44 ms [2022-04-10 22:16:13 main:574] : INFO : Epoch 1792 | loss: 0.0312023 | val_loss: 0.0312064 | Time: 2313.73 ms [2022-04-10 22:16:15 main:574] : INFO : Epoch 1793 | loss: 0.0312017 | val_loss: 0.0312059 | Time: 2323.63 ms [2022-04-10 22:16:17 main:574] : INFO : Epoch 1794 | loss: 0.0312011 | val_loss: 0.0312073 | Time: 2256.9 ms [2022-04-10 22:16:19 main:574] : INFO : Epoch 1795 | loss: 0.031202 | val_loss: 0.0312059 | Time: 2261.12 ms [2022-04-10 22:16:22 main:574] : INFO : Epoch 1796 | loss: 0.0312026 | val_loss: 0.0312073 | Time: 2299.58 ms [2022-04-10 22:16:24 main:574] : INFO : Epoch 1797 | loss: 0.0312044 | val_loss: 0.0312069 | Time: 2426.99 ms [2022-04-10 22:16:26 main:574] : INFO : Epoch 1798 | loss: 0.0312036 | val_loss: 0.0312076 | Time: 2241.6 ms [2022-04-10 22:16:29 main:574] : INFO : Epoch 1799 | loss: 0.0312046 | val_loss: 0.0312066 | Time: 2182.25 ms [2022-04-10 22:16:31 main:574] : INFO : Epoch 1800 | loss: 0.0312053 | val_loss: 0.0312068 | Time: 2307.74 ms [2022-04-10 22:16:33 main:574] : INFO : Epoch 1801 | loss: 0.0312028 | val_loss: 0.0312059 | Time: 2117.68 ms [2022-04-10 22:16:36 main:574] : INFO : Epoch 1802 | loss: 0.0312033 | val_loss: 0.0312056 | Time: 2366.54 ms [2022-04-10 22:16:38 main:574] : INFO : Epoch 1803 | loss: 0.031203 | val_loss: 0.0312056 | Time: 2217.34 ms [2022-04-10 22:16:40 main:574] : INFO : Epoch 1804 | loss: 0.0312032 | val_loss: 0.031209 | Time: 2248.18 ms [2022-04-10 22:16:42 main:574] : INFO : Epoch 1805 | loss: 0.0312042 | val_loss: 0.0312071 | Time: 2250.91 ms [2022-04-10 22:16:45 main:574] : INFO : Epoch 1806 | loss: 0.0312023 | val_loss: 0.0312056 | Time: 2217.79 ms [2022-04-10 22:16:47 main:574] : INFO : Epoch 1807 | loss: 0.0312011 | val_loss: 0.0312066 | Time: 2225.73 ms [2022-04-10 22:16:49 main:574] : INFO : Epoch 1808 | loss: 0.0312026 | val_loss: 0.0312064 | Time: 2123.61 ms [2022-04-10 22:16:51 main:574] : INFO : Epoch 1809 | loss: 0.0312021 | val_loss: 0.0312064 | Time: 2254.68 ms [2022-04-10 22:16:54 main:574] : INFO : Epoch 1810 | loss: 0.0312018 | val_loss: 0.0312089 | Time: 2271.58 ms [2022-04-10 22:16:56 main:574] : INFO : Epoch 1811 | loss: 0.0312026 | val_loss: 0.0312063 | Time: 2207.15 ms [2022-04-10 22:16:58 main:574] : INFO : Epoch 1812 | loss: 0.0312013 | val_loss: 0.0312051 | Time: 2222.57 ms [2022-04-10 22:17:00 main:574] : INFO : Epoch 1813 | loss: 0.0312 | val_loss: 0.0312053 | Time: 2170.13 ms [2022-04-10 22:17:03 main:574] : INFO : Epoch 1814 | loss: 0.031201 | val_loss: 0.0312076 | Time: 2312.99 ms [2022-04-10 22:17:05 main:574] : INFO : Epoch 1815 | loss: 0.0312014 | val_loss: 0.0312072 | Time: 2204.82 ms [2022-04-10 22:17:07 main:574] : INFO : Epoch 1816 | loss: 0.031201 | val_loss: 0.0312084 | Time: 2247.1 ms [2022-04-10 22:17:09 main:574] : INFO : Epoch 1817 | loss: 0.0312014 | val_loss: 0.0312072 | Time: 2317.44 ms [2022-04-10 22:17:11 main:574] : INFO : Epoch 1818 | loss: 0.0312031 | val_loss: 0.0312072 | Time: 2165.57 ms [2022-04-10 22:17:14 main:574] : INFO : Epoch 1819 | loss: 0.0312024 | val_loss: 0.0312053 | Time: 2288.55 ms [2022-04-10 22:17:16 main:574] : INFO : Epoch 1820 | loss: 0.0312023 | val_loss: 0.0312056 | Time: 2170.64 ms [2022-04-10 22:17:18 main:574] : INFO : Epoch 1821 | loss: 0.0312014 | val_loss: 0.0312064 | Time: 2293.71 ms [2022-04-10 22:17:21 main:574] : INFO : Epoch 1822 | loss: 0.0312028 | val_loss: 0.0312079 | Time: 2264.74 ms [2022-04-10 22:17:23 main:574] : INFO : Epoch 1823 | loss: 0.0312028 | val_loss: 0.031206 | Time: 2247.74 ms [2022-04-10 22:17:25 main:574] : INFO : Epoch 1824 | loss: 0.031205 | val_loss: 0.0312112 | Time: 2184.85 ms [2022-04-10 22:17:27 main:574] : INFO : Epoch 1825 | loss: 0.0312107 | val_loss: 0.0312108 | Time: 2320.99 ms [2022-04-10 22:17:30 main:574] : INFO : Epoch 1826 | loss: 0.0312116 | val_loss: 0.031211 | Time: 2252.63 ms [2022-04-10 22:17:32 main:574] : INFO : Epoch 1827 | loss: 0.031211 | val_loss: 0.0312122 | Time: 2267.84 ms [2022-04-10 22:17:34 main:574] : INFO : Epoch 1828 | loss: 0.0312101 | val_loss: 0.0312112 | Time: 2245.96 ms [2022-04-10 22:17:36 main:574] : INFO : Epoch 1829 | loss: 0.0312107 | val_loss: 0.031212 | Time: 2186.68 ms [2022-04-10 22:17:38 main:574] : INFO : Epoch 1830 | loss: 0.0312093 | val_loss: 0.0312105 | Time: 2083.08 ms [2022-04-10 22:17:40 main:574] : INFO : Epoch 1831 | loss: 0.0312091 | val_loss: 0.0312106 | Time: 2161.36 ms [2022-04-10 22:17:43 main:574] : INFO : Epoch 1832 | loss: 0.0312079 | val_loss: 0.0312075 | Time: 2197.68 ms [2022-04-10 22:17:45 main:574] : INFO : Epoch 1833 | loss: 0.0312075 | val_loss: 0.0312078 | Time: 2218.71 ms [2022-04-10 22:17:47 main:574] : INFO : Epoch 1834 | loss: 0.0312064 | val_loss: 0.0312081 | Time: 2159.65 ms [2022-04-10 22:17:49 main:574] : INFO : Epoch 1835 | loss: 0.0312052 | val_loss: 0.0312086 | Time: 2233.59 ms [2022-04-10 22:17:51 main:574] : INFO : Epoch 1836 | loss: 0.031206 | val_loss: 0.0312078 | Time: 2145.89 ms [2022-04-10 22:17:54 main:574] : INFO : Epoch 1837 | loss: 0.0312053 | val_loss: 0.0312073 | Time: 2167.56 ms [2022-04-10 22:17:56 main:574] : INFO : Epoch 1838 | loss: 0.0312044 | val_loss: 0.0312065 | Time: 2195.63 ms [2022-04-10 22:17:58 main:574] : INFO : Epoch 1839 | loss: 0.031205 | val_loss: 0.0312094 | Time: 2215.31 ms [2022-04-10 22:18:00 main:574] : INFO : Epoch 1840 | loss: 0.0312055 | val_loss: 0.0312067 | Time: 2143.43 ms [2022-04-10 22:18:02 main:574] : INFO : Epoch 1841 | loss: 0.0312047 | val_loss: 0.0312062 | Time: 2220.01 ms [2022-04-10 22:18:05 main:574] : INFO : Epoch 1842 | loss: 0.0312048 | val_loss: 0.0312063 | Time: 2224.59 ms [2022-04-10 22:18:07 main:574] : INFO : Epoch 1843 | loss: 0.0312051 | val_loss: 0.0312065 | Time: 2180.34 ms [2022-04-10 22:18:09 main:574] : INFO : Epoch 1844 | loss: 0.0312051 | val_loss: 0.0312067 | Time: 2213.73 ms [2022-04-10 22:18:11 main:574] : INFO : Epoch 1845 | loss: 0.0312041 | val_loss: 0.0312061 | Time: 2182.76 ms [2022-04-10 22:18:13 main:574] : INFO : Epoch 1846 | loss: 0.0312045 | val_loss: 0.0312065 | Time: 2194.43 ms [2022-04-10 22:18:16 main:574] : INFO : Epoch 1847 | loss: 0.0312035 | val_loss: 0.0312056 | Time: 2160.5 ms [2022-04-10 22:18:18 main:574] : INFO : Epoch 1848 | loss: 0.0312035 | val_loss: 0.0312056 | Time: 2260.72 ms [2022-04-10 22:18:20 main:574] : INFO : Epoch 1849 | loss: 0.0312037 | val_loss: 0.0312086 | Time: 2294.3 ms [2022-04-10 22:18:23 main:574] : INFO : Epoch 1850 | loss: 0.0312085 | val_loss: 0.0312098 | Time: 2306.31 ms [2022-04-10 22:18:25 main:574] : INFO : Epoch 1851 | loss: 0.0312116 | val_loss: 0.0312104 | Time: 2233.79 ms [2022-04-10 22:18:27 main:574] : INFO : Epoch 1852 | loss: 0.0312085 | val_loss: 0.0312075 | Time: 2240 ms [2022-04-10 22:18:29 main:574] : INFO : Epoch 1853 | loss: 0.0312058 | val_loss: 0.0312084 | Time: 2274.35 ms [2022-04-10 22:18:31 main:574] : INFO : Epoch 1854 | loss: 0.0312054 | val_loss: 0.0312065 | Time: 2188.99 ms [2022-04-10 22:18:34 main:574] : INFO : Epoch 1855 | loss: 0.0312055 | val_loss: 0.0312061 | Time: 2280.99 ms [2022-04-10 22:18:36 main:574] : INFO : Epoch 1856 | loss: 0.0312048 | val_loss: 0.0312066 | Time: 2141.18 ms [2022-04-10 22:18:38 main:574] : INFO : Epoch 1857 | loss: 0.0312046 | val_loss: 0.0312053 | Time: 2290.28 ms [2022-04-10 22:18:40 main:574] : INFO : Epoch 1858 | loss: 0.0312035 | val_loss: 0.0312045 | Time: 2196.73 ms [2022-04-10 22:18:43 main:574] : INFO : Epoch 1859 | loss: 0.0312035 | val_loss: 0.0312038 | Time: 2228.06 ms [2022-04-10 22:18:45 main:574] : INFO : Epoch 1860 | loss: 0.031203 | val_loss: 0.0312044 | Time: 2286.2 ms [2022-04-10 22:18:47 main:574] : INFO : Epoch 1861 | loss: 0.0312037 | val_loss: 0.0312036 | Time: 2225.02 ms [2022-04-10 22:18:49 main:574] : INFO : Epoch 1862 | loss: 0.0312028 | val_loss: 0.0312037 | Time: 2234.65 ms [2022-04-10 22:18:52 main:574] : INFO : Epoch 1863 | loss: 0.0312027 | val_loss: 0.0312035 | Time: 2168.12 ms [2022-04-10 22:18:54 main:574] : INFO : Epoch 1864 | loss: 0.0312034 | val_loss: 0.0312041 | Time: 2305.71 ms [2022-04-10 22:18:56 main:574] : INFO : Epoch 1865 | loss: 0.0312026 | val_loss: 0.0312059 | Time: 2200.84 ms [2022-04-10 22:18:58 main:574] : INFO : Epoch 1866 | loss: 0.0312031 | val_loss: 0.0312047 | Time: 2263.51 ms [2022-04-10 22:19:01 main:574] : INFO : Epoch 1867 | loss: 0.0312022 | val_loss: 0.0312032 | Time: 2207.66 ms [2022-04-10 22:19:03 main:574] : INFO : Epoch 1868 | loss: 0.031202 | val_loss: 0.031204 | Time: 2182.66 ms [2022-04-10 22:19:05 main:574] : INFO : Epoch 1869 | loss: 0.0312034 | val_loss: 0.0312043 | Time: 2209.1 ms [2022-04-10 22:19:07 main:574] : INFO : Epoch 1870 | loss: 0.0312031 | val_loss: 0.0312033 | Time: 2178.12 ms [2022-04-10 22:19:09 main:574] : INFO : Epoch 1871 | loss: 0.0312032 | val_loss: 0.0312028 | Time: 2279.67 ms [2022-04-10 22:19:12 main:574] : INFO : Epoch 1872 | loss: 0.031202 | val_loss: 0.0312036 | Time: 2138.13 ms [2022-04-10 22:19:14 main:574] : INFO : Epoch 1873 | loss: 0.031202 | val_loss: 0.0312042 | Time: 2252 ms [2022-04-10 22:19:16 main:574] : INFO : Epoch 1874 | loss: 0.0312007 | val_loss: 0.0312024 | Time: 2102.03 ms [2022-04-10 22:19:18 main:574] : INFO : Epoch 1875 | loss: 0.0312003 | val_loss: 0.0312019 | Time: 2277.38 ms [2022-04-10 22:19:20 main:574] : INFO : Epoch 1876 | loss: 0.0312014 | val_loss: 0.0312035 | Time: 2094.15 ms [2022-04-10 22:19:23 main:574] : INFO : Epoch 1877 | loss: 0.0312014 | val_loss: 0.0312041 | Time: 2271.87 ms [2022-04-10 22:19:25 main:574] : INFO : Epoch 1878 | loss: 0.031202 | val_loss: 0.0312054 | Time: 2190.2 ms [2022-04-10 22:19:27 main:574] : INFO : Epoch 1879 | loss: 0.0312021 | val_loss: 0.0312057 | Time: 2257.54 ms [2022-04-10 22:19:29 main:574] : INFO : Epoch 1880 | loss: 0.0312022 | val_loss: 0.0312028 | Time: 2281.13 ms [2022-04-10 22:19:32 main:574] : INFO : Epoch 1881 | loss: 0.0312012 | val_loss: 0.0312044 | Time: 2223.88 ms [2022-04-10 22:19:34 main:574] : INFO : Epoch 1882 | loss: 0.0312001 | val_loss: 0.0312031 | Time: 2199.06 ms [2022-04-10 22:19:36 main:574] : INFO : Epoch 1883 | loss: 0.0311996 | val_loss: 0.0312022 | Time: 2241 ms [2022-04-10 22:19:38 main:574] : INFO : Epoch 1884 | loss: 0.0312006 | val_loss: 0.0312043 | Time: 2311.16 ms [2022-04-10 22:19:41 main:574] : INFO : Epoch 1885 | loss: 0.0311994 | val_loss: 0.0312026 | Time: 2227.95 ms [2022-04-10 22:19:43 main:574] : INFO : Epoch 1886 | loss: 0.0311996 | val_loss: 0.0312026 | Time: 2131.28 ms [2022-04-10 22:19:45 main:574] : INFO : Epoch 1887 | loss: 0.0311986 | val_loss: 0.0312063 | Time: 2183.5 ms [2022-04-10 22:19:47 main:574] : INFO : Epoch 1888 | loss: 0.0312047 | val_loss: 0.031207 | Time: 2255.92 ms [2022-04-10 22:19:49 main:574] : INFO : Epoch 1889 | loss: 0.0312049 | val_loss: 0.0312052 | Time: 2297.95 ms [2022-04-10 22:19:52 main:574] : INFO : Epoch 1890 | loss: 0.031204 | val_loss: 0.0312036 | Time: 2121.68 ms [2022-04-10 22:19:54 main:574] : INFO : Epoch 1891 | loss: 0.0312036 | val_loss: 0.0312032 | Time: 2119.77 ms [2022-04-10 22:19:56 main:574] : INFO : Epoch 1892 | loss: 0.0312052 | val_loss: 0.031203 | Time: 2200.27 ms [2022-04-10 22:19:58 main:574] : INFO : Epoch 1893 | loss: 0.0312036 | val_loss: 0.0312063 | Time: 2256.45 ms [2022-04-10 22:20:00 main:574] : INFO : Epoch 1894 | loss: 0.0312022 | val_loss: 0.0312039 | Time: 2249.45 ms [2022-04-10 22:20:03 main:574] : INFO : Epoch 1895 | loss: 0.0312035 | val_loss: 0.0312027 | Time: 2140.28 ms [2022-04-10 22:20:05 main:574] : INFO : Epoch 1896 | loss: 0.0312096 | val_loss: 0.031214 | Time: 2161.13 ms [2022-04-10 22:20:07 main:574] : INFO : Epoch 1897 | loss: 0.0499065 | val_loss: 0.0467913 | Time: 2203.83 ms [2022-04-10 22:20:09 main:574] : INFO : Epoch 1898 | loss: 0.0376266 | val_loss: 0.0346804 | Time: 2148.17 ms [2022-04-10 22:20:11 main:574] : INFO : Epoch 1899 | loss: 0.0434219 | val_loss: 0.0334565 | Time: 2255.25 ms [2022-04-10 22:20:14 main:574] : INFO : Epoch 1900 | loss: 0.0325919 | val_loss: 0.0313809 | Time: 2301.55 ms [2022-04-10 22:20:16 main:574] : INFO : Epoch 1901 | loss: 0.0314501 | val_loss: 0.0313858 | Time: 2248.14 ms [2022-04-10 22:20:18 main:574] : INFO : Epoch 1902 | loss: 0.0312943 | val_loss: 0.0312636 | Time: 2359.62 ms [2022-04-10 22:20:21 main:574] : INFO : Epoch 1903 | loss: 0.0312602 | val_loss: 0.0312544 | Time: 2396.93 ms [2022-04-10 22:20:23 main:574] : INFO : Epoch 1904 | loss: 0.0312526 | val_loss: 0.0312525 | Time: 2298.79 ms [2022-04-10 22:20:25 main:574] : INFO : Epoch 1905 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2310.34 ms [2022-04-10 22:20:28 main:574] : INFO : Epoch 1906 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2269.82 ms [2022-04-10 22:20:30 main:574] : INFO : Epoch 1907 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 2181.16 ms [2022-04-10 22:20:32 main:574] : INFO : Epoch 1908 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2164.45 ms [2022-04-10 22:20:34 main:574] : INFO : Epoch 1909 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 2315.8 ms [2022-04-10 22:20:37 main:574] : INFO : Epoch 1910 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 2244.1 ms [2022-04-10 22:20:39 main:574] : INFO : Epoch 1911 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 2257.49 ms [2022-04-10 22:20:41 main:574] : INFO : Epoch 1912 | loss: 0.0312443 | val_loss: 0.0312437 | Time: 2109 ms [2022-04-10 22:20:43 main:574] : INFO : Epoch 1913 | loss: 0.0312434 | val_loss: 0.0312436 | Time: 2301.38 ms [2022-04-10 22:20:45 main:574] : INFO : Epoch 1914 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2117.67 ms [2022-04-10 22:20:48 main:574] : INFO : Epoch 1915 | loss: 0.0312416 | val_loss: 0.0312408 | Time: 2189.05 ms [2022-04-10 22:20:50 main:574] : INFO : Epoch 1916 | loss: 0.031241 | val_loss: 0.0312388 | Time: 2196.62 ms [2022-04-10 22:20:52 main:574] : INFO : Epoch 1917 | loss: 0.0312398 | val_loss: 0.0312377 | Time: 2214.66 ms [2022-04-10 22:20:54 main:574] : INFO : Epoch 1918 | loss: 0.0312388 | val_loss: 0.0312369 | Time: 2257.75 ms [2022-04-10 22:20:56 main:574] : INFO : Epoch 1919 | loss: 0.0312381 | val_loss: 0.0312351 | Time: 2218.97 ms [2022-04-10 22:20:59 main:574] : INFO : Epoch 1920 | loss: 0.0312369 | val_loss: 0.0312329 | Time: 2334.38 ms [2022-04-10 22:21:01 main:574] : INFO : Epoch 1921 | loss: 0.031236 | val_loss: 0.031232 | Time: 2151.65 ms [2022-04-10 22:21:03 main:574] : INFO : Epoch 1922 | loss: 0.0312353 | val_loss: 0.0312313 | Time: 2224.05 ms [2022-04-10 22:21:05 main:574] : INFO : Epoch 1923 | loss: 0.0312346 | val_loss: 0.0312305 | Time: 2248.99 ms [2022-04-10 22:21:08 main:574] : INFO : Epoch 1924 | loss: 0.031234 | val_loss: 0.0312299 | Time: 2273.04 ms [2022-04-10 22:21:10 main:574] : INFO : Epoch 1925 | loss: 0.0312334 | val_loss: 0.0312293 | Time: 2159.82 ms [2022-04-10 22:21:12 main:574] : INFO : Epoch 1926 | loss: 0.0312324 | val_loss: 0.0312285 | Time: 2211.8 ms [2022-04-10 22:21:14 main:574] : INFO : Epoch 1927 | loss: 0.0312313 | val_loss: 0.0312295 | Time: 2163.8 ms [2022-04-10 22:21:16 main:574] : INFO : Epoch 1928 | loss: 0.0312295 | val_loss: 0.0312271 | Time: 2180.2 ms [2022-04-10 22:21:19 main:574] : INFO : Epoch 1929 | loss: 0.0312266 | val_loss: 0.0312246 | Time: 2217.92 ms [2022-04-10 22:21:21 main:574] : INFO : Epoch 1930 | loss: 0.0312235 | val_loss: 0.0312231 | Time: 2265.39 ms [2022-04-10 22:21:23 main:574] : INFO : Epoch 1931 | loss: 0.031222 | val_loss: 0.0312219 | Time: 2256 ms [2022-04-10 22:21:25 main:574] : INFO : Epoch 1932 | loss: 0.0312206 | val_loss: 0.0312204 | Time: 2217.86 ms [2022-04-10 22:21:28 main:574] : INFO : Epoch 1933 | loss: 0.0312195 | val_loss: 0.0312191 | Time: 2277.3 ms [2022-04-10 22:21:30 main:574] : INFO : Epoch 1934 | loss: 0.0312186 | val_loss: 0.0312155 | Time: 2167.66 ms [2022-04-10 22:21:32 main:574] : INFO : Epoch 1935 | loss: 0.0312178 | val_loss: 0.0312139 | Time: 2231.61 ms [2022-04-10 22:21:34 main:574] : INFO : Epoch 1936 | loss: 0.0312173 | val_loss: 0.0312134 | Time: 2101.37 ms [2022-04-10 22:21:36 main:574] : INFO : Epoch 1937 | loss: 0.031217 | val_loss: 0.0312132 | Time: 2118.62 ms [2022-04-10 22:21:39 main:574] : INFO : Epoch 1938 | loss: 0.0312166 | val_loss: 0.0312128 | Time: 2228.31 ms [2022-04-10 22:21:41 main:574] : INFO : Epoch 1939 | loss: 0.0312162 | val_loss: 0.0312124 | Time: 2267.47 ms [2022-04-10 22:21:43 main:574] : INFO : Epoch 1940 | loss: 0.031216 | val_loss: 0.0312123 | Time: 2248.76 ms [2022-04-10 22:21:45 main:574] : INFO : Epoch 1941 | loss: 0.031216 | val_loss: 0.031212 | Time: 2270.36 ms [2022-04-10 22:21:48 main:574] : INFO : Epoch 1942 | loss: 0.0312155 | val_loss: 0.0312114 | Time: 2141.73 ms [2022-04-10 22:21:50 main:574] : INFO : Epoch 1943 | loss: 0.0312152 | val_loss: 0.031211 | Time: 2192.87 ms [2022-04-10 22:21:52 main:574] : INFO : Epoch 1944 | loss: 0.031215 | val_loss: 0.0312109 | Time: 2291.48 ms [2022-04-10 22:21:54 main:574] : INFO : Epoch 1945 | loss: 0.0312151 | val_loss: 0.0312113 | Time: 2182.52 ms [2022-04-10 22:21:56 main:574] : INFO : Epoch 1946 | loss: 0.031215 | val_loss: 0.0312108 | Time: 2227.12 ms [2022-04-10 22:21:59 main:574] : INFO : Epoch 1947 | loss: 0.0312146 | val_loss: 0.0312106 | Time: 2226.89 ms [2022-04-10 22:22:01 main:574] : INFO : Epoch 1948 | loss: 0.0312145 | val_loss: 0.0312105 | Time: 2241.04 ms [2022-04-10 22:22:03 main:574] : INFO : Epoch 1949 | loss: 0.0312143 | val_loss: 0.0312103 | Time: 2160.14 ms [2022-04-10 22:22:05 main:574] : INFO : Epoch 1950 | loss: 0.0312142 | val_loss: 0.0312103 | Time: 2289.43 ms [2022-04-10 22:22:08 main:574] : INFO : Epoch 1951 | loss: 0.0312136 | val_loss: 0.0312099 | Time: 2330.51 ms [2022-04-10 22:22:10 main:574] : INFO : Epoch 1952 | loss: 0.0312135 | val_loss: 0.0312099 | Time: 2262.8 ms [2022-04-10 22:22:12 main:574] : INFO : Epoch 1953 | loss: 0.0312135 | val_loss: 0.0312097 | Time: 2163.24 ms [2022-04-10 22:22:14 main:574] : INFO : Epoch 1954 | loss: 0.0312133 | val_loss: 0.0312095 | Time: 2205.85 ms [2022-04-10 22:22:17 main:574] : INFO : Epoch 1955 | loss: 0.031213 | val_loss: 0.0312093 | Time: 2208.93 ms [2022-04-10 22:22:19 main:574] : INFO : Epoch 1956 | loss: 0.0312129 | val_loss: 0.0312092 | Time: 2169.38 ms [2022-04-10 22:22:21 main:574] : INFO : Epoch 1957 | loss: 0.0312131 | val_loss: 0.0312091 | Time: 2146.11 ms [2022-04-10 22:22:23 main:574] : INFO : Epoch 1958 | loss: 0.0312128 | val_loss: 0.0312092 | Time: 2196.51 ms [2022-04-10 22:22:25 main:574] : INFO : Epoch 1959 | loss: 0.0312129 | val_loss: 0.0312095 | Time: 2212.06 ms [2022-04-10 22:22:28 main:574] : INFO : Epoch 1960 | loss: 0.0312127 | val_loss: 0.0312092 | Time: 2203.01 ms [2022-04-10 22:22:30 main:574] : INFO : Epoch 1961 | loss: 0.0312125 | val_loss: 0.0312089 | Time: 2090.03 ms [2022-04-10 22:22:32 main:574] : INFO : Epoch 1962 | loss: 0.0312122 | val_loss: 0.0312083 | Time: 2202.63 ms [2022-04-10 22:22:34 main:574] : INFO : Epoch 1963 | loss: 0.0312119 | val_loss: 0.0312081 | Time: 2184.75 ms [2022-04-10 22:22:36 main:574] : INFO : Epoch 1964 | loss: 0.0312119 | val_loss: 0.0312083 | Time: 2288.63 ms [2022-04-10 22:22:38 main:574] : INFO : Epoch 1965 | loss: 0.0312118 | val_loss: 0.0312081 | Time: 2127.38 ms [2022-04-10 22:22:41 main:574] : INFO : Epoch 1966 | loss: 0.0312116 | val_loss: 0.0312079 | Time: 2383.48 ms [2022-04-10 22:22:43 main:574] : INFO : Epoch 1967 | loss: 0.0312112 | val_loss: 0.0312077 | Time: 2148.1 ms [2022-04-10 22:22:45 main:574] : INFO : Epoch 1968 | loss: 0.0312111 | val_loss: 0.0312076 | Time: 2319.93 ms [2022-04-10 22:22:47 main:574] : INFO : Epoch 1969 | loss: 0.031211 | val_loss: 0.0312084 | Time: 2129.32 ms [2022-04-10 22:22:50 main:574] : INFO : Epoch 1970 | loss: 0.0312108 | val_loss: 0.0312081 | Time: 2211.04 ms [2022-04-10 22:22:52 main:574] : INFO : Epoch 1971 | loss: 0.0312111 | val_loss: 0.0312078 | Time: 2118.59 ms [2022-04-10 22:22:54 main:574] : INFO : Epoch 1972 | loss: 0.0312105 | val_loss: 0.0312075 | Time: 2303.06 ms [2022-04-10 22:22:56 main:574] : INFO : Epoch 1973 | loss: 0.0312108 | val_loss: 0.0312082 | Time: 2104.67 ms [2022-04-10 22:22:58 main:574] : INFO : Epoch 1974 | loss: 0.0312104 | val_loss: 0.0312075 | Time: 2063.75 ms [2022-04-10 22:23:01 main:574] : INFO : Epoch 1975 | loss: 0.0312099 | val_loss: 0.0312077 | Time: 2248.82 ms [2022-04-10 22:23:03 main:574] : INFO : Epoch 1976 | loss: 0.0312097 | val_loss: 0.0312076 | Time: 2166.74 ms [2022-04-10 22:23:05 main:574] : INFO : Epoch 1977 | loss: 0.0312095 | val_loss: 0.031207 | Time: 2229.69 ms [2022-04-10 22:23:07 main:574] : INFO : Epoch 1978 | loss: 0.0312097 | val_loss: 0.0312072 | Time: 2212.5 ms [2022-04-10 22:23:09 main:574] : INFO : Epoch 1979 | loss: 0.0312103 | val_loss: 0.0312091 | Time: 2235.49 ms [2022-04-10 22:23:12 main:574] : INFO : Epoch 1980 | loss: 0.0312104 | val_loss: 0.0312066 | Time: 2226.26 ms [2022-04-10 22:23:14 main:574] : INFO : Epoch 1981 | loss: 0.0312088 | val_loss: 0.0312065 | Time: 2250.06 ms [2022-04-10 22:23:16 main:574] : INFO : Epoch 1982 | loss: 0.0312086 | val_loss: 0.0312065 | Time: 2207.53 ms [2022-04-10 22:23:18 main:574] : INFO : Epoch 1983 | loss: 0.0312089 | val_loss: 0.0312075 | Time: 2152.58 ms [2022-04-10 22:23:20 main:574] : INFO : Epoch 1984 | loss: 0.0312091 | val_loss: 0.0312075 | Time: 2109.25 ms [2022-04-10 22:23:23 main:574] : INFO : Epoch 1985 | loss: 0.0312088 | val_loss: 0.031207 | Time: 2236.25 ms [2022-04-10 22:23:25 main:574] : INFO : Epoch 1986 | loss: 0.0312084 | val_loss: 0.0312062 | Time: 2177.3 ms [2022-04-10 22:23:27 main:574] : INFO : Epoch 1987 | loss: 0.0312081 | val_loss: 0.0312057 | Time: 2090.68 ms [2022-04-10 22:23:29 main:574] : INFO : Epoch 1988 | loss: 0.0312076 | val_loss: 0.031206 | Time: 2236.69 ms [2022-04-10 22:23:31 main:574] : INFO : Epoch 1989 | loss: 0.0312076 | val_loss: 0.0312055 | Time: 2129.45 ms [2022-04-10 22:23:34 main:574] : INFO : Epoch 1990 | loss: 0.0312074 | val_loss: 0.0312049 | Time: 2275.06 ms [2022-04-10 22:23:36 main:574] : INFO : Epoch 1991 | loss: 0.0312069 | val_loss: 0.0312045 | Time: 2126.95 ms [2022-04-10 22:23:38 main:574] : INFO : Epoch 1992 | loss: 0.0312067 | val_loss: 0.0312049 | Time: 2233.34 ms [2022-04-10 22:23:40 main:574] : INFO : Epoch 1993 | loss: 0.0312068 | val_loss: 0.0312044 | Time: 2196.93 ms [2022-04-10 22:23:42 main:574] : INFO : Epoch 1994 | loss: 0.0312064 | val_loss: 0.0312045 | Time: 2210.74 ms [2022-04-10 22:23:45 main:574] : INFO : Epoch 1995 | loss: 0.0312064 | val_loss: 0.031205 | Time: 2240.51 ms [2022-04-10 22:23:47 main:574] : INFO : Epoch 1996 | loss: 0.0312065 | val_loss: 0.0312045 | Time: 2247.54 ms [2022-04-10 22:23:49 main:574] : INFO : Epoch 1997 | loss: 0.0312063 | val_loss: 0.0312048 | Time: 2111.79 ms [2022-04-10 22:23:51 main:574] : INFO : Epoch 1998 | loss: 0.0312061 | val_loss: 0.0312043 | Time: 2242.61 ms [2022-04-10 22:23:53 main:574] : INFO : Epoch 1999 | loss: 0.0312059 | val_loss: 0.0312041 | Time: 2221.13 ms [2022-04-10 22:23:56 main:574] : INFO : Epoch 2000 | loss: 0.0312059 | val_loss: 0.0312058 | Time: 2147.74 ms [2022-04-10 22:23:58 main:574] : INFO : Epoch 2001 | loss: 0.031206 | val_loss: 0.031204 | Time: 2103.79 ms [2022-04-10 22:24:00 main:574] : INFO : Epoch 2002 | loss: 0.0312058 | val_loss: 0.0312044 | Time: 2216.03 ms [2022-04-10 22:24:02 main:574] : INFO : Epoch 2003 | loss: 0.0312055 | val_loss: 0.0312049 | Time: 2154.21 ms [2022-04-10 22:24:04 main:574] : INFO : Epoch 2004 | loss: 0.0312063 | val_loss: 0.0312043 | Time: 2227.25 ms [2022-04-10 22:24:06 main:574] : INFO : Epoch 2005 | loss: 0.0312058 | val_loss: 0.031204 | Time: 2181.42 ms [2022-04-10 22:24:09 main:574] : INFO : Epoch 2006 | loss: 0.0312053 | val_loss: 0.031204 | Time: 2187.86 ms [2022-04-10 22:24:11 main:574] : INFO : Epoch 2007 | loss: 0.0312057 | val_loss: 0.0312056 | Time: 2196.03 ms [2022-04-10 22:24:13 main:574] : INFO : Epoch 2008 | loss: 0.031206 | val_loss: 0.031205 | Time: 2240.4 ms [2022-04-10 22:24:15 main:574] : INFO : Epoch 2009 | loss: 0.0312055 | val_loss: 0.0312042 | Time: 2102.29 ms [2022-04-10 22:24:17 main:574] : INFO : Epoch 2010 | loss: 0.0312047 | val_loss: 0.0312045 | Time: 2229.25 ms [2022-04-10 22:24:20 main:574] : INFO : Epoch 2011 | loss: 0.0312047 | val_loss: 0.0312051 | Time: 2134.8 ms [2022-04-10 22:24:22 main:574] : INFO : Epoch 2012 | loss: 0.0312047 | val_loss: 0.0312045 | Time: 2227.41 ms [2022-04-10 22:24:24 main:574] : INFO : Epoch 2013 | loss: 0.0312047 | val_loss: 0.0312042 | Time: 2291.2 ms [2022-04-10 22:24:26 main:574] : INFO : Epoch 2014 | loss: 0.0312046 | val_loss: 0.0312048 | Time: 2167 ms [2022-04-10 22:24:29 main:574] : INFO : Epoch 2015 | loss: 0.0312051 | val_loss: 0.0312041 | Time: 2316.21 ms [2022-04-10 22:24:31 main:574] : INFO : Epoch 2016 | loss: 0.0312053 | val_loss: 0.0312045 | Time: 2226.82 ms [2022-04-10 22:24:33 main:574] : INFO : Epoch 2017 | loss: 0.0312047 | val_loss: 0.0312037 | Time: 2255.98 ms [2022-04-10 22:24:35 main:574] : INFO : Epoch 2018 | loss: 0.0312042 | val_loss: 0.0312037 | Time: 2209.72 ms [2022-04-10 22:24:37 main:574] : INFO : Epoch 2019 | loss: 0.031204 | val_loss: 0.0312035 | Time: 2195.22 ms [2022-04-10 22:24:40 main:574] : INFO : Epoch 2020 | loss: 0.0312038 | val_loss: 0.0312033 | Time: 2137.68 ms [2022-04-10 22:24:42 main:574] : INFO : Epoch 2021 | loss: 0.0312039 | val_loss: 0.0312033 | Time: 2151.04 ms [2022-04-10 22:24:44 main:574] : INFO : Epoch 2022 | loss: 0.0312041 | val_loss: 0.0312041 | Time: 2300.01 ms [2022-04-10 22:24:46 main:574] : INFO : Epoch 2023 | loss: 0.0312039 | val_loss: 0.0312023 | Time: 2242.35 ms [2022-04-10 22:24:49 main:574] : INFO : Epoch 2024 | loss: 0.0312035 | val_loss: 0.0312021 | Time: 2173.53 ms [2022-04-10 22:24:51 main:574] : INFO : Epoch 2025 | loss: 0.0312034 | val_loss: 0.0312021 | Time: 2181.02 ms [2022-04-10 22:24:53 main:574] : INFO : Epoch 2026 | loss: 0.0312037 | val_loss: 0.0312022 | Time: 2220 ms [2022-04-10 22:24:55 main:574] : INFO : Epoch 2027 | loss: 0.0312036 | val_loss: 0.0312018 | Time: 2298.16 ms [2022-04-10 22:24:57 main:574] : INFO : Epoch 2028 | loss: 0.0312029 | val_loss: 0.0312019 | Time: 2214.32 ms [2022-04-10 22:25:00 main:574] : INFO : Epoch 2029 | loss: 0.0312031 | val_loss: 0.0312017 | Time: 2246.79 ms [2022-04-10 22:25:02 main:574] : INFO : Epoch 2030 | loss: 0.031203 | val_loss: 0.0312021 | Time: 2229.33 ms [2022-04-10 22:25:04 main:574] : INFO : Epoch 2031 | loss: 0.0312025 | val_loss: 0.0312016 | Time: 2184.75 ms [2022-04-10 22:25:06 main:574] : INFO : Epoch 2032 | loss: 0.0312023 | val_loss: 0.0312025 | Time: 2218.46 ms [2022-04-10 22:25:09 main:574] : INFO : Epoch 2033 | loss: 0.0312024 | val_loss: 0.0312014 | Time: 2281.75 ms [2022-04-10 22:25:11 main:574] : INFO : Epoch 2034 | loss: 0.0312021 | val_loss: 0.0312015 | Time: 2333.5 ms [2022-04-10 22:25:13 main:574] : INFO : Epoch 2035 | loss: 0.0312023 | val_loss: 0.0312024 | Time: 2225.93 ms [2022-04-10 22:25:15 main:574] : INFO : Epoch 2036 | loss: 0.0312025 | val_loss: 0.0312017 | Time: 2261.39 ms [2022-04-10 22:25:18 main:574] : INFO : Epoch 2037 | loss: 0.0312024 | val_loss: 0.0312012 | Time: 2239.15 ms [2022-04-10 22:25:20 main:574] : INFO : Epoch 2038 | loss: 0.0312018 | val_loss: 0.0312012 | Time: 2164.86 ms [2022-04-10 22:25:22 main:574] : INFO : Epoch 2039 | loss: 0.0312018 | val_loss: 0.0312021 | Time: 2274.75 ms [2022-04-10 22:25:24 main:574] : INFO : Epoch 2040 | loss: 0.0312019 | val_loss: 0.0312009 | Time: 2156.12 ms [2022-04-10 22:25:27 main:574] : INFO : Epoch 2041 | loss: 0.0312019 | val_loss: 0.031202 | Time: 2257.8 ms [2022-04-10 22:25:29 main:574] : INFO : Epoch 2042 | loss: 0.0312017 | val_loss: 0.0312012 | Time: 2194.08 ms [2022-04-10 22:25:31 main:574] : INFO : Epoch 2043 | loss: 0.0312021 | val_loss: 0.0312004 | Time: 2287.17 ms [2022-04-10 22:25:33 main:574] : INFO : Epoch 2044 | loss: 0.0312017 | val_loss: 0.0312009 | Time: 2169.85 ms [2022-04-10 22:25:36 main:574] : INFO : Epoch 2045 | loss: 0.0312019 | val_loss: 0.0312013 | Time: 2309.59 ms [2022-04-10 22:25:38 main:574] : INFO : Epoch 2046 | loss: 0.0312019 | val_loss: 0.0312007 | Time: 2131.18 ms [2022-04-10 22:25:40 main:574] : INFO : Epoch 2047 | loss: 0.0312013 | val_loss: 0.0312003 | Time: 2318.18 ms [2022-04-10 22:25:42 main:574] : INFO : Epoch 2048 | loss: 0.0312008 | val_loss: 0.0312 | Time: 2309.69 ms [2022-04-10 22:25:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312 [2022-04-10 22:25:42 main:603] : INFO : Saving end state to config to file [2022-04-10 22:25:42 main:608] : INFO : Success, exiting.. 22:25:42 (20664): 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)