Task 3737859
| Name | ParityModified-1611091889-15388-0_0 |
| Workunit | 1920266 |
| Created | 19 Jan 2021, 21:31:32 UTC |
| Sent | 21 Jan 2021, 17:50:26 UTC |
| Report deadline | 29 Jan 2021, 17:50:26 UTC |
| Received | 21 Jan 2021, 19:47:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 1 hours 17 min 45 sec |
| CPU time | 1 hours 12 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,467.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -21 10:55:57 main:574] : INFO : Epoch 1542 | loss: 0.0310145 | val_loss: 0.0312906 | Time: 2247.08 ms [2021-01-21 10:56:00 main:574] : INFO : Epoch 1543 | loss: 0.031024 | val_loss: 0.0313368 | Time: 2212.99 ms [2021-01-21 10:56:02 main:574] : INFO : Epoch 1544 | loss: 0.0310173 | val_loss: 0.0312999 | Time: 2325.73 ms [2021-01-21 10:56:04 main:574] : INFO : Epoch 1545 | loss: 0.0310174 | val_loss: 0.0312776 | Time: 2214.16 ms [2021-01-21 10:56:07 main:574] : INFO : Epoch 1546 | loss: 0.0310311 | val_loss: 0.0312758 | Time: 2320.43 ms [2021-01-21 10:56:09 main:574] : INFO : Epoch 1547 | loss: 0.0310331 | val_loss: 0.0312818 | Time: 2277.1 ms [2021-01-21 10:56:11 main:574] : INFO : Epoch 1548 | loss: 0.0310216 | val_loss: 0.0312823 | Time: 2305.77 ms [2021-01-21 10:56:14 main:574] : INFO : Epoch 1549 | loss: 0.0310161 | val_loss: 0.0313004 | Time: 2304.24 ms [2021-01-21 10:56:16 main:574] : INFO : Epoch 1550 | loss: 0.0310214 | val_loss: 0.031278 | Time: 2323.22 ms [2021-01-21 10:56:18 main:574] : INFO : Epoch 1551 | loss: 0.0310179 | val_loss: 0.0312965 | Time: 2292.15 ms [2021-01-21 10:56:21 main:574] : INFO : Epoch 1552 | loss: 0.0310206 | val_loss: 0.0312947 | Time: 2297.27 ms [2021-01-21 10:56:23 main:574] : INFO : Epoch 1553 | loss: 0.0310195 | val_loss: 0.0312925 | Time: 2186.16 ms [2021-01-21 10:56:25 main:574] : INFO : Epoch 1554 | loss: 0.0310178 | val_loss: 0.0313145 | Time: 2261.04 ms [2021-01-21 10:56:27 main:574] : INFO : Epoch 1555 | loss: 0.0310124 | val_loss: 0.0312824 | Time: 2257.57 ms [2021-01-21 10:56:30 main:574] : INFO : Epoch 1556 | loss: 0.0310197 | val_loss: 0.0313047 | Time: 2302.21 ms [2021-01-21 10:56:32 main:574] : INFO : Epoch 1557 | loss: 0.0310154 | val_loss: 0.0313111 | Time: 2291.09 ms [2021-01-21 10:56:34 main:574] : INFO : Epoch 1558 | loss: 0.0310207 | val_loss: 0.031283 | Time: 2273.05 ms [2021-01-21 10:56:37 main:574] : INFO : Epoch 1559 | loss: 0.0310157 | val_loss: 0.0313136 | Time: 2263.95 ms [2021-01-21 10:56:39 main:574] : INFO : Epoch 1560 | loss: 0.0310173 | val_loss: 0.0312915 | Time: 2206.52 ms [2021-01-21 10:56:41 main:574] : INFO : Epoch 1561 | loss: 0.0310138 | val_loss: 0.0313088 | Time: 2282.82 ms [2021-01-21 10:56:44 main:574] : INFO : Epoch 1562 | loss: 0.0310261 | val_loss: 0.0312689 | Time: 2231.31 ms [2021-01-21 10:56:46 main:574] : INFO : Epoch 1563 | loss: 0.0310435 | val_loss: 0.0312551 | Time: 2265.1 ms [2021-01-21 10:56:48 main:574] : INFO : Epoch 1564 | loss: 0.0310274 | val_loss: 0.0312959 | Time: 2316.39 ms [2021-01-21 10:56:50 main:574] : INFO : Epoch 1565 | loss: 0.0310153 | val_loss: 0.0312949 | Time: 2263.22 ms [2021-01-21 10:56:53 main:574] : INFO : Epoch 1566 | loss: 0.0310152 | val_loss: 0.0313218 | Time: 2300.09 ms [2021-01-21 10:56:55 main:574] : INFO : Epoch 1567 | loss: 0.0310395 | val_loss: 0.0312732 | Time: 2206.84 ms [2021-01-21 10:56:57 main:574] : INFO : Epoch 1568 | loss: 0.0310331 | val_loss: 0.0312718 | Time: 2150.59 ms [2021-01-21 10:56:59 main:574] : INFO : Epoch 1569 | loss: 0.0310219 | val_loss: 0.0312889 | Time: 2215.95 ms [2021-01-21 10:57:02 main:574] : INFO : Epoch 1570 | loss: 0.0310147 | val_loss: 0.0312894 | Time: 2372.81 ms [2021-01-21 10:57:04 main:574] : INFO : Epoch 1571 | loss: 0.0310128 | val_loss: 0.0313164 | Time: 2144.16 ms [2021-01-21 10:57:06 main:574] : INFO : Epoch 1572 | loss: 0.0310294 | val_loss: 0.031283 | Time: 2327.62 ms [2021-01-21 10:57:09 main:574] : INFO : Epoch 1573 | loss: 0.0310258 | val_loss: 0.0313226 | Time: 2258.53 ms [2021-01-21 10:57:11 main:574] : INFO : Epoch 1574 | loss: 0.0310354 | val_loss: 0.0312781 | Time: 2250.05 ms [2021-01-21 10:57:13 main:574] : INFO : Epoch 1575 | loss: 0.031022 | val_loss: 0.0312648 | Time: 2261.41 ms [2021-01-21 10:57:15 main:574] : INFO : Epoch 1576 | loss: 0.0310185 | val_loss: 0.0313042 | Time: 2229.46 ms [2021-01-21 10:57:18 main:574] : INFO : Epoch 1577 | loss: 0.0310168 | val_loss: 0.0312944 | Time: 2177.38 ms [2021-01-21 10:57:20 main:574] : INFO : Epoch 1578 | loss: 0.0310247 | val_loss: 0.0312676 | Time: 2328.38 ms [2021-01-21 10:57:22 main:574] : INFO : Epoch 1579 | loss: 0.03102 | val_loss: 0.0313194 | Time: 2213.39 ms [2021-01-21 10:57:25 main:574] : INFO : Epoch 1580 | loss: 0.0310204 | val_loss: 0.0312831 | Time: 2307.7 ms [2021-01-21 10:57:27 main:574] : INFO : Epoch 1581 | loss: 0.0310148 | val_loss: 0.0312935 | Time: 2173.63 ms [2021-01-21 10:57:29 main:574] : INFO : Epoch 1582 | loss: 0.0310197 | val_loss: 0.0313018 | Time: 2241.27 ms [2021-01-21 10:57:31 main:574] : INFO : Epoch 1583 | loss: 0.031023 | val_loss: 0.0313177 | Time: 2256.79 ms [2021-01-21 10:57:34 main:574] : INFO : Epoch 1584 | loss: 0.0310223 | val_loss: 0.0313023 | Time: 2265.38 ms [2021-01-21 10:57:36 main:574] : INFO : Epoch 1585 | loss: 0.0310143 | val_loss: 0.0313045 | Time: 2268.71 ms [2021-01-21 10:57:38 main:574] : INFO : Epoch 1586 | loss: 0.0310129 | val_loss: 0.0313037 | Time: 2239.95 ms [2021-01-21 10:57:41 main:574] : INFO : Epoch 1587 | loss: 0.0310095 | val_loss: 0.0313154 | Time: 2276.42 ms [2021-01-21 10:57:43 main:574] : INFO : Epoch 1588 | loss: 0.0310104 | val_loss: 0.0313244 | Time: 2271.76 ms [2021-01-21 10:57:45 main:574] : INFO : Epoch 1589 | loss: 0.0310216 | val_loss: 0.0312859 | Time: 2329.79 ms [2021-01-21 10:57:47 main:574] : INFO : Epoch 1590 | loss: 0.0310198 | val_loss: 0.0313015 | Time: 2251.16 ms [2021-01-21 10:57:50 main:574] : INFO : Epoch 1591 | loss: 0.0310198 | val_loss: 0.0313046 | Time: 2250.51 ms [2021-01-21 10:57:52 main:574] : INFO : Epoch 1592 | loss: 0.0310143 | val_loss: 0.0313111 | Time: 2307.47 ms [2021-01-21 10:57:54 main:574] : INFO : Epoch 1593 | loss: 0.0310115 | val_loss: 0.0313051 | Time: 2158.48 ms [2021-01-21 10:57:56 main:574] : INFO : Epoch 1594 | loss: 0.0310129 | val_loss: 0.0313291 | Time: 2161.78 ms [2021-01-21 10:57:59 main:574] : INFO : Epoch 1595 | loss: 0.0310235 | val_loss: 0.0312914 | Time: 2267.38 ms [2021-01-21 10:58:01 main:574] : INFO : Epoch 1596 | loss: 0.0310206 | val_loss: 0.0313076 | Time: 2286.14 ms [2021-01-21 10:58:03 main:574] : INFO : Epoch 1597 | loss: 0.0310239 | val_loss: 0.0312854 | Time: 2241.7 ms [2021-01-21 10:58:06 main:574] : INFO : Epoch 1598 | loss: 0.0310192 | val_loss: 0.0312949 | Time: 2280.55 ms [2021-01-21 10:58:08 main:574] : INFO : Epoch 1599 | loss: 0.0310145 | val_loss: 0.0313229 | Time: 2210.5 ms [2021-01-21 10:58:10 main:574] : INFO : Epoch 1600 | loss: 0.031017 | val_loss: 0.0312889 | Time: 2181.87 ms [2021-01-21 10:58:12 main:574] : INFO : Epoch 1601 | loss: 0.0310228 | val_loss: 0.031323 | Time: 2219.82 ms [2021-01-21 10:58:15 main:574] : INFO : Epoch 1602 | loss: 0.0310153 | val_loss: 0.0313082 | Time: 2228.45 ms [2021-01-21 10:58:17 main:574] : INFO : Epoch 1603 | loss: 0.031019 | val_loss: 0.0312998 | Time: 2302.93 ms [2021-01-21 10:58:19 main:574] : INFO : Epoch 1604 | loss: 0.03102 | val_loss: 0.0313137 | Time: 2170.01 ms [2021-01-21 10:58:21 main:574] : INFO : Epoch 1605 | loss: 0.0310205 | val_loss: 0.0313146 | Time: 2274.92 ms [2021-01-21 10:58:24 main:574] : INFO : Epoch 1606 | loss: 0.031016 | val_loss: 0.0312945 | Time: 2174.82 ms [2021-01-21 10:58:26 main:574] : INFO : Epoch 1607 | loss: 0.031011 | val_loss: 0.0313031 | Time: 2219.54 ms [2021-01-21 10:58:28 main:574] : INFO : Epoch 1608 | loss: 0.0310159 | val_loss: 0.0312861 | Time: 2334.22 ms [2021-01-21 10:58:31 main:574] : INFO : Epoch 1609 | loss: 0.0310168 | val_loss: 0.0312898 | Time: 2237.39 ms [2021-01-21 10:58:33 main:574] : INFO : Epoch 1610 | loss: 0.0310165 | val_loss: 0.0313059 | Time: 2304.9 ms [2021-01-21 10:58:35 main:574] : INFO : Epoch 1611 | loss: 0.0310097 | val_loss: 0.0312976 | Time: 2315.38 ms [2021-01-21 10:58:37 main:574] : INFO : Epoch 1612 | loss: 0.0310123 | val_loss: 0.0312986 | Time: 2223.6 ms [2021-01-21 10:58:40 main:574] : INFO : Epoch 1613 | loss: 0.0310203 | val_loss: 0.0313112 | Time: 2245.09 ms [2021-01-21 10:58:42 main:574] : INFO : Epoch 1614 | loss: 0.0310096 | val_loss: 0.0313075 | Time: 2253.74 ms [2021-01-21 10:58:44 main:574] : INFO : Epoch 1615 | loss: 0.0310096 | val_loss: 0.0312983 | Time: 2297.22 ms [2021-01-21 10:58:47 main:574] : INFO : Epoch 1616 | loss: 0.0310231 | val_loss: 0.0313175 | Time: 2336.52 ms [2021-01-21 10:58:49 main:574] : INFO : Epoch 1617 | loss: 0.0310266 | val_loss: 0.0312554 | Time: 2298.28 ms [2021-01-21 10:58:51 main:574] : INFO : Epoch 1618 | loss: 0.0310975 | val_loss: 0.0312121 | Time: 2258.64 ms [2021-01-21 10:58:54 main:574] : INFO : Epoch 1619 | loss: 0.0310789 | val_loss: 0.0312794 | Time: 2201.49 ms [2021-01-21 10:58:56 main:574] : INFO : Epoch 1620 | loss: 0.0310489 | val_loss: 0.0312841 | Time: 2203.63 ms [2021-01-21 10:58:58 main:574] : INFO : Epoch 1621 | loss: 0.0310305 | val_loss: 0.0312864 | Time: 2180.1 ms [2021-01-21 10:59:00 main:574] : INFO : Epoch 1622 | loss: 0.0310213 | val_loss: 0.0313159 | Time: 2197.7 ms [2021-01-21 10:59:03 main:574] : INFO : Epoch 1623 | loss: 0.03102 | val_loss: 0.0313152 | Time: 2314.81 ms [2021-01-21 10:59:05 main:574] : INFO : Epoch 1624 | loss: 0.0310139 | val_loss: 0.0313154 | Time: 2279.65 ms [2021-01-21 10:59:07 main:574] : INFO : Epoch 1625 | loss: 0.0310174 | val_loss: 0.0313013 | Time: 2223.76 ms [2021-01-21 10:59:09 main:574] : INFO : Epoch 1626 | loss: 0.0310126 | val_loss: 0.0313027 | Time: 2189.19 ms [2021-01-21 10:59:12 main:574] : INFO : Epoch 1627 | loss: 0.0310117 | val_loss: 0.03131 | Time: 2221.27 ms [2021-01-21 10:59:14 main:574] : INFO : Epoch 1628 | loss: 0.0310158 | val_loss: 0.0313041 | Time: 2208.68 ms [2021-01-21 10:59:16 main:574] : INFO : Epoch 1629 | loss: 0.0310174 | val_loss: 0.0312979 | Time: 2268.05 ms [2021-01-21 10:59:18 main:574] : INFO : Epoch 1630 | loss: 0.0310215 | val_loss: 0.0312892 | Time: 2188.03 ms [2021-01-21 10:59:21 main:574] : INFO : Epoch 1631 | loss: 0.0310151 | val_loss: 0.0312812 | Time: 2252.68 ms [2021-01-21 10:59:23 main:574] : INFO : Epoch 1632 | loss: 0.0310092 | val_loss: 0.0313074 | Time: 2289.57 ms [2021-01-21 10:59:25 main:574] : INFO : Epoch 1633 | loss: 0.031019 | val_loss: 0.0313019 | Time: 2314.03 ms [2021-01-21 10:59:28 main:574] : INFO : Epoch 1634 | loss: 0.0310091 | val_loss: 0.0313366 | Time: 2302.57 ms [2021-01-21 10:59:30 main:574] : INFO : Epoch 1635 | loss: 0.0310089 | val_loss: 0.0313019 | Time: 2246.28 ms [2021-01-21 10:59:32 main:574] : INFO : Epoch 1636 | loss: 0.0310116 | val_loss: 0.0313121 | Time: 2341.14 ms [2021-01-21 10:59:35 main:574] : INFO : Epoch 1637 | loss: 0.0310111 | val_loss: 0.0313052 | Time: 2289.13 ms [2021-01-21 10:59:37 main:574] : INFO : Epoch 1638 | loss: 0.0310156 | val_loss: 0.0313262 | Time: 2216.8 ms [2021-01-21 10:59:39 main:574] : INFO : Epoch 1639 | loss: 0.0310198 | val_loss: 0.0312757 | Time: 2235.07 ms [2021-01-21 10:59:42 main:574] : INFO : Epoch 1640 | loss: 0.0310107 | val_loss: 0.0313118 | Time: 2266.48 ms [2021-01-21 10:59:44 main:574] : INFO : Epoch 1641 | loss: 0.0310093 | val_loss: 0.0313376 | Time: 2245.72 ms [2021-01-21 10:59:46 main:574] : INFO : Epoch 1642 | loss: 0.0310088 | val_loss: 0.031301 | Time: 2266.09 ms [2021-01-21 10:59:48 main:574] : INFO : Epoch 1643 | loss: 0.0310123 | val_loss: 0.0312969 | Time: 2221.92 ms [2021-01-21 10:59:51 main:574] : INFO : Epoch 1644 | loss: 0.0310132 | val_loss: 0.0312982 | Time: 2325.69 ms [2021-01-21 10:59:53 main:574] : INFO : Epoch 1645 | loss: 0.031013 | val_loss: 0.0312987 | Time: 2469.14 ms [2021-01-21 10:59:56 main:574] : INFO : Epoch 1646 | loss: 0.0310169 | val_loss: 0.0313246 | Time: 2274.65 ms [2021-01-21 10:59:58 main:574] : INFO : Epoch 1647 | loss: 0.0310188 | val_loss: 0.0313085 | Time: 2232.7 ms [2021-01-21 11:00:00 main:574] : INFO : Epoch 1648 | loss: 0.0310139 | val_loss: 0.0312964 | Time: 2241.78 ms [2021-01-21 11:00:02 main:574] : INFO : Epoch 1649 | loss: 0.0310139 | val_loss: 0.0313143 | Time: 2324.5 ms [2021-01-21 11:00:05 main:574] : INFO : Epoch 1650 | loss: 0.0310106 | val_loss: 0.0312826 | Time: 2269.52 ms [2021-01-21 11:00:07 main:574] : INFO : Epoch 1651 | loss: 0.0310063 | val_loss: 0.0313221 | Time: 2233.74 ms [2021-01-21 11:00:09 main:574] : INFO : Epoch 1652 | loss: 0.0310151 | val_loss: 0.0313192 | Time: 2312.97 ms [2021-01-21 11:00:12 main:574] : INFO : Epoch 1653 | loss: 0.0310164 | val_loss: 0.0312772 | Time: 2226.14 ms [2021-01-21 11:00:14 main:574] : INFO : Epoch 1654 | loss: 0.0310134 | val_loss: 0.0313146 | Time: 2289.89 ms [2021-01-21 11:00:16 main:574] : INFO : Epoch 1655 | loss: 0.0310273 | val_loss: 0.0313053 | Time: 2194.69 ms [2021-01-21 11:00:18 main:574] : INFO : Epoch 1656 | loss: 0.0310227 | val_loss: 0.0313237 | Time: 2226.25 ms [2021-01-21 11:00:21 main:574] : INFO : Epoch 1657 | loss: 0.0310197 | val_loss: 0.0312839 | Time: 2211.82 ms [2021-01-21 11:00:23 main:574] : INFO : Epoch 1658 | loss: 0.0310197 | val_loss: 0.031305 | Time: 2201.81 ms [2021-01-21 11:00:25 main:574] : INFO : Epoch 1659 | loss: 0.031019 | val_loss: 0.0312775 | Time: 2250.78 ms [2021-01-21 11:00:27 main:574] : INFO : Epoch 1660 | loss: 0.0310159 | val_loss: 0.0312684 | Time: 2204.11 ms [2021-01-21 11:00:30 main:574] : INFO : Epoch 1661 | loss: 0.0310162 | val_loss: 0.0312829 | Time: 2248.86 ms [2021-01-21 11:00:32 main:574] : INFO : Epoch 1662 | loss: 0.0310144 | val_loss: 0.03133 | Time: 2260.9 ms [2021-01-21 11:00:34 main:574] : INFO : Epoch 1663 | loss: 0.0310133 | val_loss: 0.0313049 | Time: 2301.68 ms [2021-01-21 11:00:37 main:574] : INFO : Epoch 1664 | loss: 0.0310076 | val_loss: 0.0312928 | Time: 2272.22 ms [2021-01-21 11:00:39 main:574] : INFO : Epoch 1665 | loss: 0.0310056 | val_loss: 0.0313155 | Time: 2297.76 ms [2021-01-21 11:00:41 main:574] : INFO : Epoch 1666 | loss: 0.0310122 | val_loss: 0.0312893 | Time: 2248.67 ms [2021-01-21 11:00:44 main:574] : INFO : Epoch 1667 | loss: 0.0310195 | val_loss: 0.0313254 | Time: 2182.37 ms [2021-01-21 11:00:46 main:574] : INFO : Epoch 1668 | loss: 0.031019 | val_loss: 0.0313335 | Time: 2315.29 ms [2021-01-21 11:00:48 main:574] : INFO : Epoch 1669 | loss: 0.0310261 | val_loss: 0.0313367 | Time: 2361.35 ms [2021-01-21 11:00:51 main:574] : INFO : Epoch 1670 | loss: 0.0310172 | val_loss: 0.0313343 | Time: 2221.58 ms [2021-01-21 11:00:53 main:574] : INFO : Epoch 1671 | loss: 0.0310163 | val_loss: 0.0312891 | Time: 2202.42 ms [2021-01-21 11:00:55 main:574] : INFO : Epoch 1672 | loss: 0.0310117 | val_loss: 0.031307 | Time: 2226.08 ms [2021-01-21 11:00:57 main:574] : INFO : Epoch 1673 | loss: 0.0310085 | val_loss: 0.0313209 | Time: 2237.4 ms [2021-01-21 11:01:00 main:574] : INFO : Epoch 1674 | loss: 0.0310161 | val_loss: 0.0312942 | Time: 2214.87 ms [2021-01-21 11:01:02 main:574] : INFO : Epoch 1675 | loss: 0.0310142 | val_loss: 0.0313108 | Time: 2213.72 ms [2021-01-21 11:01:04 main:574] : INFO : Epoch 1676 | loss: 0.0310097 | val_loss: 0.0313093 | Time: 2228.5 ms [2021-01-21 11:01:06 main:574] : INFO : Epoch 1677 | loss: 0.0310129 | val_loss: 0.0313061 | Time: 2202.72 ms [2021-01-21 11:01:09 main:574] : INFO : Epoch 1678 | loss: 0.0310127 | val_loss: 0.0312812 | Time: 2201.72 ms [2021-01-21 11:01:11 main:574] : INFO : Epoch 1679 | loss: 0.0310121 | val_loss: 0.031302 | Time: 2264.41 ms [2021-01-21 11:01:13 main:574] : INFO : Epoch 1680 | loss: 0.0310194 | val_loss: 0.0312927 | Time: 2282.98 ms [2021-01-21 11:01:15 main:574] : INFO : Epoch 1681 | loss: 0.0310237 | val_loss: 0.0313162 | Time: 2220 ms [2021-01-21 11:01:18 main:574] : INFO : Epoch 1682 | loss: 0.0310241 | val_loss: 0.0313219 | Time: 2193.5 ms [2021-01-21 11:01:20 main:574] : INFO : Epoch 1683 | loss: 0.0310133 | val_loss: 0.0313096 | Time: 2226.89 ms [2021-01-21 11:01:22 main:574] : INFO : Epoch 1684 | loss: 0.0310138 | val_loss: 0.0313242 | Time: 2252.55 ms [2021-01-21 11:01:25 main:574] : INFO : Epoch 1685 | loss: 0.0310126 | val_loss: 0.031286 | Time: 2199.31 ms [2021-01-21 11:01:27 main:574] : INFO : Epoch 1686 | loss: 0.0310202 | val_loss: 0.031307 | Time: 2213.31 ms [2021-01-21 11:01:29 main:574] : INFO : Epoch 1687 | loss: 0.0310132 | val_loss: 0.0313068 | Time: 2202.99 ms [2021-01-21 11:01:31 main:574] : INFO : Epoch 1688 | loss: 0.0310144 | val_loss: 0.031322 | Time: 2250.27 ms [2021-01-21 11:01:34 main:574] : INFO : Epoch 1689 | loss: 0.0310114 | val_loss: 0.0313075 | Time: 2226.75 ms [2021-01-21 11:01:36 main:574] : INFO : Epoch 1690 | loss: 0.0310212 | val_loss: 0.0312887 | Time: 2328.23 ms [2021-01-21 11:01:38 main:574] : INFO : Epoch 1691 | loss: 0.0310169 | val_loss: 0.0313278 | Time: 2292.75 ms [2021-01-21 11:01:41 main:574] : INFO : Epoch 1692 | loss: 0.0310108 | val_loss: 0.0312957 | Time: 2245.21 ms [2021-01-21 11:01:43 main:574] : INFO : Epoch 1693 | loss: 0.0310124 | val_loss: 0.0312753 | Time: 2255.64 ms [2021-01-21 11:01:45 main:574] : INFO : Epoch 1694 | loss: 0.0310099 | val_loss: 0.031297 | Time: 2249.42 ms [2021-01-21 11:01:47 main:574] : INFO : Epoch 1695 | loss: 0.0310113 | val_loss: 0.0313148 | Time: 2189.85 ms [2021-01-21 11:01:50 main:574] : INFO : Epoch 1696 | loss: 0.0310097 | val_loss: 0.031303 | Time: 2282.72 ms [2021-01-21 11:01:52 main:574] : INFO : Epoch 1697 | loss: 0.0310105 | val_loss: 0.031299 | Time: 2245.25 ms [2021-01-21 11:01:54 main:574] : INFO : Epoch 1698 | loss: 0.0310155 | val_loss: 0.0313075 | Time: 2280.76 ms [2021-01-21 11:01:57 main:574] : INFO : Epoch 1699 | loss: 0.0310144 | val_loss: 0.031293 | Time: 2273.34 ms [2021-01-21 11:01:59 main:574] : INFO : Epoch 1700 | loss: 0.0310119 | val_loss: 0.0312992 | Time: 2299.5 ms [2021-01-21 11:02:01 main:574] : INFO : Epoch 1701 | loss: 0.0310128 | val_loss: 0.0312851 | Time: 2322.53 ms [2021-01-21 11:02:04 main:574] : INFO : Epoch 1702 | loss: 0.0310223 | val_loss: 0.0312937 | Time: 2315.61 ms [2021-01-21 11:02:06 main:574] : INFO : Epoch 1703 | loss: 0.0310204 | val_loss: 0.0312859 | Time: 2269.33 ms [2021-01-21 11:02:08 main:574] : INFO : Epoch 1704 | loss: 0.0310135 | val_loss: 0.0313224 | Time: 2253.79 ms [2021-01-21 11:02:11 main:574] : INFO : Epoch 1705 | loss: 0.0310191 | val_loss: 0.0312864 | Time: 2285.99 ms [2021-01-21 11:02:13 main:574] : INFO : Epoch 1706 | loss: 0.0310232 | val_loss: 0.0312996 | Time: 2263.54 ms [2021-01-21 11:02:15 main:574] : INFO : Epoch 1707 | loss: 0.0310224 | val_loss: 0.0313057 | Time: 2391.45 ms [2021-01-21 11:02:18 main:574] : INFO : Epoch 1708 | loss: 0.0310143 | val_loss: 0.0313086 | Time: 2236.5 ms [2021-01-21 11:02:20 main:574] : INFO : Epoch 1709 | loss: 0.031009 | val_loss: 0.0313113 | Time: 2182.91 ms [2021-01-21 11:02:22 main:574] : INFO : Epoch 1710 | loss: 0.031013 | val_loss: 0.0312902 | Time: 2297.36 ms [2021-01-21 11:02:24 main:574] : INFO : Epoch 1711 | loss: 0.031047 | val_loss: 0.0312364 | Time: 2335.58 ms [2021-01-21 11:02:27 main:574] : INFO : Epoch 1712 | loss: 0.0311444 | val_loss: 0.0312368 | Time: 2224.33 ms [2021-01-21 11:02:29 main:574] : INFO : Epoch 1713 | loss: 0.031117 | val_loss: 0.0312578 | Time: 2272.39 ms [2021-01-21 11:02:31 main:574] : INFO : Epoch 1714 | loss: 0.0310874 | val_loss: 0.031261 | Time: 2295.92 ms [2021-01-21 11:02:34 main:574] : INFO : Epoch 1715 | loss: 0.0310579 | val_loss: 0.0312667 | Time: 2188.15 ms [2021-01-21 11:02:36 main:574] : INFO : Epoch 1716 | loss: 0.0310365 | val_loss: 0.0312801 | Time: 2197.26 ms [2021-01-21 11:02:38 main:574] : INFO : Epoch 1717 | loss: 0.0310251 | val_loss: 0.0312956 | Time: 2209.25 ms [2021-01-21 11:02:40 main:574] : INFO : Epoch 1718 | loss: 0.0310184 | val_loss: 0.0313212 | Time: 2296.79 ms [2021-01-21 11:02:43 main:574] : INFO : Epoch 1719 | loss: 0.0310127 | val_loss: 0.0313058 | Time: 2275.03 ms [2021-01-21 11:02:45 main:574] : INFO : Epoch 1720 | loss: 0.031011 | val_loss: 0.0313126 | Time: 2241.07 ms [2021-01-21 11:02:47 main:574] : INFO : Epoch 1721 | loss: 0.031011 | val_loss: 0.031308 | Time: 2297.55 ms [2021-01-21 11:02:49 main:574] : INFO : Epoch 1722 | loss: 0.0310112 | val_loss: 0.0313194 | Time: 2200.51 ms [2021-01-21 11:02:52 main:574] : INFO : Epoch 1723 | loss: 0.0310138 | val_loss: 0.0312975 | Time: 2270.96 ms [2021-01-21 11:02:54 main:574] : INFO : Epoch 1724 | loss: 0.0310137 | val_loss: 0.0313036 | Time: 2251.99 ms [2021-01-21 11:02:56 main:574] : INFO : Epoch 1725 | loss: 0.0310076 | val_loss: 0.0313119 | Time: 2181.81 ms [2021-01-21 11:02:59 main:574] : INFO : Epoch 1726 | loss: 0.031009 | val_loss: 0.0313038 | Time: 2277.8 ms [2021-01-21 11:03:01 main:574] : INFO : Epoch 1727 | loss: 0.0310203 | val_loss: 0.0312822 | Time: 2273.25 ms [2021-01-21 11:03:03 main:574] : INFO : Epoch 1728 | loss: 0.0310213 | val_loss: 0.0312919 | Time: 2283.86 ms [2021-01-21 11:03:06 main:574] : INFO : Epoch 1729 | loss: 0.0310125 | val_loss: 0.0313295 | Time: 2268.69 ms [2021-01-21 11:03:08 main:574] : INFO : Epoch 1730 | loss: 0.0310117 | val_loss: 0.0313142 | Time: 2207.5 ms [2021-01-21 11:03:10 main:574] : INFO : Epoch 1731 | loss: 0.0310112 | val_loss: 0.0312925 | Time: 2256.77 ms [2021-01-21 11:03:12 main:574] : INFO : Epoch 1732 | loss: 0.0310208 | val_loss: 0.0312785 | Time: 2194.86 ms [2021-01-21 11:03:15 main:574] : INFO : Epoch 1733 | loss: 0.0310166 | val_loss: 0.0312861 | Time: 2280.28 ms [2021-01-21 11:03:17 main:574] : INFO : Epoch 1734 | loss: 0.0310139 | val_loss: 0.0313186 | Time: 2235.37 ms [2021-01-21 11:03:19 main:574] : INFO : Epoch 1735 | loss: 0.0310071 | val_loss: 0.0313255 | Time: 2252.27 ms [2021-01-21 11:03:22 main:574] : INFO : Epoch 1736 | loss: 0.0310168 | val_loss: 0.031268 | Time: 2238.79 ms [2021-01-21 11:03:24 main:574] : INFO : Epoch 1737 | loss: 0.0310159 | val_loss: 0.0313015 | Time: 2244.55 ms [2021-01-21 11:03:26 main:574] : INFO : Epoch 1738 | loss: 0.0310158 | val_loss: 0.0313331 | Time: 2254.81 ms [2021-01-21 11:03:29 main:574] : INFO : Epoch 1739 | loss: 0.031011 | val_loss: 0.0312976 | Time: 2325.06 ms [2021-01-21 11:03:31 main:574] : INFO : Epoch 1740 | loss: 0.0310139 | val_loss: 0.0313013 | Time: 2273.7 ms [2021-01-21 11:03:33 main:574] : INFO : Epoch 1741 | loss: 0.0310167 | val_loss: 0.031288 | Time: 2311.23 ms [2021-01-21 11:03:35 main:574] : INFO : Epoch 1742 | loss: 0.0310169 | val_loss: 0.0312919 | Time: 2258.83 ms [2021-01-21 11:03:38 main:574] : INFO : Epoch 1743 | loss: 0.0310112 | val_loss: 0.0313017 | Time: 2159.89 ms [2021-01-21 11:03:40 main:574] : INFO : Epoch 1744 | loss: 0.031011 | val_loss: 0.0312846 | Time: 2229.17 ms [2021-01-21 11:03:42 main:574] : INFO : Epoch 1745 | loss: 0.0310125 | val_loss: 0.0312979 | Time: 2255.7 ms [2021-01-21 11:03:44 main:574] : INFO : Epoch 1746 | loss: 0.0310065 | val_loss: 0.0313102 | Time: 2242.3 ms [2021-01-21 11:03:47 main:574] : INFO : Epoch 1747 | loss: 0.0310084 | val_loss: 0.0312974 | Time: 2293.63 ms [2021-01-21 11:03:49 main:574] : INFO : Epoch 1748 | loss: 0.0310104 | val_loss: 0.031286 | Time: 2275.67 ms [2021-01-21 11:03:51 main:574] : INFO : Epoch 1749 | loss: 0.0310189 | val_loss: 0.0312785 | Time: 2269.32 ms [2021-01-21 11:03:54 main:574] : INFO : Epoch 1750 | loss: 0.0310247 | val_loss: 0.0312882 | Time: 2206.64 ms [2021-01-21 11:03:56 main:574] : INFO : Epoch 1751 | loss: 0.0310135 | val_loss: 0.0313276 | Time: 2274.82 ms [2021-01-21 11:03:58 main:574] : INFO : Epoch 1752 | loss: 0.0310138 | val_loss: 0.0313114 | Time: 2269.66 ms [2021-01-21 11:04:00 main:574] : INFO : Epoch 1753 | loss: 0.0310177 | val_loss: 0.0313229 | Time: 2224.44 ms [2021-01-21 11:04:03 main:574] : INFO : Epoch 1754 | loss: 0.0310142 | val_loss: 0.0312931 | Time: 2219.62 ms [2021-01-21 11:04:05 main:574] : INFO : Epoch 1755 | loss: 0.0310102 | val_loss: 0.0313045 | Time: 2224.15 ms [2021-01-21 11:04:07 main:574] : INFO : Epoch 1756 | loss: 0.0310123 | val_loss: 0.0313122 | Time: 2266.53 ms [2021-01-21 11:04:10 main:574] : INFO : Epoch 1757 | loss: 0.0310101 | val_loss: 0.0313107 | Time: 2218.57 ms [2021-01-21 11:04:12 main:574] : INFO : Epoch 1758 | loss: 0.0310084 | val_loss: 0.0313055 | Time: 2215.11 ms [2021-01-21 11:04:14 main:574] : INFO : Epoch 1759 | loss: 0.0310102 | val_loss: 0.0313019 | Time: 2300.63 ms [2021-01-21 11:04:16 main:574] : INFO : Epoch 1760 | loss: 0.0310139 | val_loss: 0.0313179 | Time: 2226.25 ms [2021-01-21 11:04:19 main:574] : INFO : Epoch 1761 | loss: 0.0310145 | val_loss: 0.0312853 | Time: 2245.05 ms [2021-01-21 11:04:21 main:574] : INFO : Epoch 1762 | loss: 0.0310131 | val_loss: 0.0312829 | Time: 2219.88 ms [2021-01-21 11:04:23 main:574] : INFO : Epoch 1763 | loss: 0.0310117 | val_loss: 0.0313242 | Time: 2212.95 ms [2021-01-21 11:04:25 main:574] : INFO : Epoch 1764 | loss: 0.0310187 | val_loss: 0.0312974 | Time: 2167.31 ms [2021-01-21 11:04:28 main:574] : INFO : Epoch 1765 | loss: 0.031015 | val_loss: 0.0313204 | Time: 2225.93 ms [2021-01-21 11:04:30 main:574] : INFO : Epoch 1766 | loss: 0.0310088 | val_loss: 0.0312913 | Time: 2293.41 ms [2021-01-21 11:04:32 main:574] : INFO : Epoch 1767 | loss: 0.031019 | val_loss: 0.0313192 | Time: 2189.11 ms [2021-01-21 11:04:34 main:574] : INFO : Epoch 1768 | loss: 0.0310077 | val_loss: 0.031321 | Time: 2203.22 ms [2021-01-21 11:04:37 main:574] : INFO : Epoch 1769 | loss: 0.031012 | val_loss: 0.0312888 | Time: 2258.4 ms [2021-01-21 11:04:39 main:574] : INFO : Epoch 1770 | loss: 0.0310154 | val_loss: 0.0312829 | Time: 2357.19 ms [2021-01-21 11:04:41 main:574] : INFO : Epoch 1771 | loss: 0.0310142 | val_loss: 0.0312908 | Time: 2182.81 ms [2021-01-21 11:04:44 main:574] : INFO : Epoch 1772 | loss: 0.0310111 | val_loss: 0.0313131 | Time: 2248.94 ms [2021-01-21 11:04:46 main:574] : INFO : Epoch 1773 | loss: 0.031017 | val_loss: 0.0312883 | Time: 2240.98 ms [2021-01-21 11:04:48 main:574] : INFO : Epoch 1774 | loss: 0.0310201 | val_loss: 0.0312948 | Time: 2294.34 ms [2021-01-21 11:04:50 main:574] : INFO : Epoch 1775 | loss: 0.0310161 | val_loss: 0.0313087 | Time: 2209.8 ms [2021-01-21 11:04:53 main:574] : INFO : Epoch 1776 | loss: 0.0310141 | val_loss: 0.0313019 | Time: 2338.54 ms [2021-01-21 11:04:55 main:574] : INFO : Epoch 1777 | loss: 0.0310161 | val_loss: 0.0313028 | Time: 2293.17 ms [2021-01-21 11:04:57 main:574] : INFO : Epoch 1778 | loss: 0.0310228 | val_loss: 0.031307 | Time: 2259.96 ms [2021-01-21 11:05:00 main:574] : INFO : Epoch 1779 | loss: 0.031018 | val_loss: 0.0312877 | Time: 2206.52 ms [2021-01-21 11:05:02 main:574] : INFO : Epoch 1780 | loss: 0.0310152 | val_loss: 0.0312915 | Time: 2268.28 ms [2021-01-21 11:05:04 main:574] : INFO : Epoch 1781 | loss: 0.0310096 | val_loss: 0.0313103 | Time: 2262.59 ms [2021-01-21 11:05:07 main:574] : INFO : Epoch 1782 | loss: 0.031008 | val_loss: 0.0313098 | Time: 2253.9 ms [2021-01-21 11:05:09 main:574] : INFO : Epoch 1783 | loss: 0.031018 | val_loss: 0.0313045 | Time: 2204.65 ms [2021-01-21 11:05:11 main:574] : INFO : Epoch 1784 | loss: 0.0310178 | val_loss: 0.0312806 | Time: 2206.92 ms [2021-01-21 11:05:13 main:574] : INFO : Epoch 1785 | loss: 0.0310469 | val_loss: 0.0312677 | Time: 2185.19 ms [2021-01-21 11:05:15 main:574] : INFO : Epoch 1786 | loss: 0.0310437 | val_loss: 0.0312625 | Time: 2209.23 ms [2021-01-21 11:05:18 main:574] : INFO : Epoch 1787 | loss: 0.0310256 | val_loss: 0.0312903 | Time: 2152.13 ms [2021-01-21 11:05:20 main:574] : INFO : Epoch 1788 | loss: 0.0310178 | val_loss: 0.0312988 | Time: 2204.74 ms [2021-01-21 11:05:22 main:574] : INFO : Epoch 1789 | loss: 0.0310164 | val_loss: 0.0313037 | Time: 2350.28 ms [2021-01-21 11:05:24 main:574] : INFO : Epoch 1790 | loss: 0.0310086 | val_loss: 0.0313284 | Time: 2207.6 ms [2021-01-21 11:05:27 main:574] : INFO : Epoch 1791 | loss: 0.0310077 | val_loss: 0.0313104 | Time: 2299.98 ms [2021-01-21 11:05:29 main:574] : INFO : Epoch 1792 | loss: 0.0310043 | val_loss: 0.0313317 | Time: 2269.4 ms [2021-01-21 11:05:31 main:574] : INFO : Epoch 1793 | loss: 0.0310083 | val_loss: 0.0312859 | Time: 2261.83 ms [2021-01-21 11:05:34 main:574] : INFO : Epoch 1794 | loss: 0.0310095 | val_loss: 0.031305 | Time: 2254.31 ms [2021-01-21 11:05:36 main:574] : INFO : Epoch 1795 | loss: 0.0310052 | val_loss: 0.0312878 | Time: 2301.89 ms [2021-01-21 11:05:38 main:574] : INFO : Epoch 1796 | loss: 0.0310133 | val_loss: 0.0313214 | Time: 2233.22 ms [2021-01-21 11:05:41 main:574] : INFO : Epoch 1797 | loss: 0.0310278 | val_loss: 0.0312912 | Time: 2260.41 ms [2021-01-21 11:05:43 main:574] : INFO : Epoch 1798 | loss: 0.0310225 | val_loss: 0.0313168 | Time: 2250.41 ms [2021-01-21 11:05:45 main:574] : INFO : Epoch 1799 | loss: 0.0310149 | val_loss: 0.0313113 | Time: 2213.87 ms [2021-01-21 11:05:48 main:574] : INFO : Epoch 1800 | loss: 0.0310166 | val_loss: 0.0312932 | Time: 2282.58 ms [2021-01-21 11:05:50 main:574] : INFO : Epoch 1801 | loss: 0.0310113 | val_loss: 0.0313116 | Time: 2303.23 ms [2021-01-21 11:05:52 main:574] : INFO : Epoch 1802 | loss: 0.03101 | val_loss: 0.0313232 | Time: 2289.49 ms [2021-01-21 11:05:54 main:574] : INFO : Epoch 1803 | loss: 0.0310189 | val_loss: 0.0312999 | Time: 2286.69 ms [2021-01-21 11:05:57 main:574] : INFO : Epoch 1804 | loss: 0.0310152 | val_loss: 0.0313354 | Time: 2237.13 ms [2021-01-21 11:05:59 main:574] : INFO : Epoch 1805 | loss: 0.0310172 | val_loss: 0.0312903 | Time: 2260.95 ms [2021-01-21 11:06:01 main:574] : INFO : Epoch 1806 | loss: 0.031023 | val_loss: 0.0313162 | Time: 2204.48 ms [2021-01-21 11:06:04 main:574] : INFO : Epoch 1807 | loss: 0.0310149 | val_loss: 0.031296 | Time: 2224.74 ms [2021-01-21 11:06:06 main:574] : INFO : Epoch 1808 | loss: 0.0310123 | val_loss: 0.0313153 | Time: 2267.19 ms [2021-01-21 11:06:08 main:574] : INFO : Epoch 1809 | loss: 0.031012 | val_loss: 0.0313305 | Time: 2183.85 ms [2021-01-21 11:06:10 main:574] : INFO : Epoch 1810 | loss: 0.0310054 | val_loss: 0.0313146 | Time: 2222.23 ms [2021-01-21 11:06:12 main:574] : INFO : Epoch 1811 | loss: 0.0310121 | val_loss: 0.0312951 | Time: 2185.27 ms [2021-01-21 11:06:15 main:574] : INFO : Epoch 1812 | loss: 0.0310102 | val_loss: 0.031302 | Time: 2287.78 ms [2021-01-21 11:06:17 main:574] : INFO : Epoch 1813 | loss: 0.0310219 | val_loss: 0.031298 | Time: 2206.8 ms [2021-01-21 11:06:19 main:574] : INFO : Epoch 1814 | loss: 0.0310173 | val_loss: 0.0312969 | Time: 2234.1 ms [2021-01-21 11:06:22 main:574] : INFO : Epoch 1815 | loss: 0.0310185 | val_loss: 0.0313138 | Time: 2209.86 ms [2021-01-21 11:06:24 main:574] : INFO : Epoch 1816 | loss: 0.0310182 | val_loss: 0.031298 | Time: 2363.41 ms [2021-01-21 11:06:26 main:574] : INFO : Epoch 1817 | loss: 0.0310096 | val_loss: 0.0313018 | Time: 2144.33 ms [2021-01-21 11:06:28 main:574] : INFO : Epoch 1818 | loss: 0.0310024 | val_loss: 0.0313202 | Time: 2268.76 ms [2021-01-21 11:06:31 main:574] : INFO : Epoch 1819 | loss: 0.0310076 | val_loss: 0.0313034 | Time: 2225.56 ms [2021-01-21 11:06:33 main:574] : INFO : Epoch 1820 | loss: 0.0310107 | val_loss: 0.0312981 | Time: 2250.29 ms [2021-01-21 11:06:35 main:574] : INFO : Epoch 1821 | loss: 0.0310105 | val_loss: 0.0312913 | Time: 2428.06 ms [2021-01-21 11:06:38 main:574] : INFO : Epoch 1822 | loss: 0.0310151 | val_loss: 0.0313152 | Time: 2257.07 ms [2021-01-21 11:06:40 main:574] : INFO : Epoch 1823 | loss: 0.0310152 | val_loss: 0.0313013 | Time: 2391.07 ms [2021-01-21 11:06:42 main:574] : INFO : Epoch 1824 | loss: 0.0310216 | val_loss: 0.0313314 | Time: 2245.4 ms [2021-01-21 11:06:45 main:574] : INFO : Epoch 1825 | loss: 0.0310225 | val_loss: 0.0313 | Time: 2204.93 ms [2021-01-21 11:06:47 main:574] : INFO : Epoch 1826 | loss: 0.0310084 | val_loss: 0.0313342 | Time: 2184.22 ms [2021-01-21 11:06:49 main:574] : INFO : Epoch 1827 | loss: 0.03101 | val_loss: 0.0313062 | Time: 2222 ms [2021-01-21 11:06:51 main:574] : INFO : Epoch 1828 | loss: 0.0310119 | val_loss: 0.0312765 | Time: 2224.68 ms [2021-01-21 11:06:54 main:574] : INFO : Epoch 1829 | loss: 0.0310109 | val_loss: 0.0312936 | Time: 2240.68 ms [2021-01-21 11:06:56 main:574] : INFO : Epoch 1830 | loss: 0.0310127 | val_loss: 0.0313162 | Time: 2246.7 ms [2021-01-21 11:06:58 main:574] : INFO : Epoch 1831 | loss: 0.0310122 | val_loss: 0.0312969 | Time: 2167.05 ms [2021-01-21 11:07:00 main:574] : INFO : Epoch 1832 | loss: 0.0310105 | val_loss: 0.031323 | Time: 2250.36 ms [2021-01-21 11:07:03 main:574] : INFO : Epoch 1833 | loss: 0.0310156 | val_loss: 0.0313182 | Time: 2264.86 ms [2021-01-21 11:07:05 main:574] : INFO : Epoch 1834 | loss: 0.0310125 | val_loss: 0.0313289 | Time: 2246.98 ms [2021-01-21 11:07:07 main:574] : INFO : Epoch 1835 | loss: 0.0310134 | val_loss: 0.031297 | Time: 2243.67 ms [2021-01-21 11:07:09 main:574] : INFO : Epoch 1836 | loss: 0.0310178 | val_loss: 0.0312909 | Time: 2210.44 ms [2021-01-21 11:07:12 main:574] : INFO : Epoch 1837 | loss: 0.0310132 | val_loss: 0.0312889 | Time: 2212.56 ms [2021-01-21 11:07:14 main:574] : INFO : Epoch 1838 | loss: 0.0310142 | val_loss: 0.0312901 | Time: 2267.61 ms [2021-01-21 11:07:16 main:574] : INFO : Epoch 1839 | loss: 0.0310126 | val_loss: 0.03133 | Time: 2291.19 ms [2021-01-21 11:07:19 main:574] : INFO : Epoch 1840 | loss: 0.0310086 | val_loss: 0.0313104 | Time: 2236.29 ms [2021-01-21 11:07:21 main:574] : INFO : Epoch 1841 | loss: 0.0310101 | val_loss: 0.0313029 | Time: 2283.67 ms [2021-01-21 11:07:23 main:574] : INFO : Epoch 1842 | loss: 0.0310152 | val_loss: 0.0313186 | Time: 2282.5 ms [2021-01-21 11:07:26 main:574] : INFO : Epoch 1843 | loss: 0.0310168 | val_loss: 0.0312931 | Time: 2230.13 ms [2021-01-21 11:07:28 main:574] : INFO : Epoch 1844 | loss: 0.0310233 | val_loss: 0.031271 | Time: 2257.61 ms [2021-01-21 11:07:30 main:574] : INFO : Epoch 1845 | loss: 0.0310177 | val_loss: 0.0313047 | Time: 2280.72 ms [2021-01-21 11:07:32 main:574] : INFO : Epoch 1846 | loss: 0.0310141 | val_loss: 0.0313156 | Time: 2215.43 ms [2021-01-21 11:07:35 main:574] : INFO : Epoch 1847 | loss: 0.0310166 | val_loss: 0.0313108 | Time: 2218.97 ms [2021-01-21 11:07:37 main:574] : INFO : Epoch 1848 | loss: 0.0310149 | val_loss: 0.031277 | Time: 2298.5 ms [2021-01-21 11:07:39 main:574] : INFO : Epoch 1849 | loss: 0.0310166 | val_loss: 0.0312937 | Time: 2170.88 ms [2021-01-21 11:07:41 main:574] : INFO : Epoch 1850 | loss: 0.031012 | val_loss: 0.0312823 | Time: 2252.42 ms [2021-01-21 11:07:44 main:574] : INFO : Epoch 1851 | loss: 0.0310131 | val_loss: 0.0312992 | Time: 2317.63 ms [2021-01-21 11:07:46 main:574] : INFO : Epoch 1852 | loss: 0.0310395 | val_loss: 0.0312826 | Time: 2315.45 ms [2021-01-21 11:07:49 main:574] : INFO : Epoch 1853 | loss: 0.0310308 | val_loss: 0.0313187 | Time: 2338.03 ms [2021-01-21 11:07:51 main:574] : INFO : Epoch 1854 | loss: 0.0310169 | val_loss: 0.0313013 | Time: 2295.69 ms [2021-01-21 11:07:53 main:574] : INFO : Epoch 1855 | loss: 0.0310081 | val_loss: 0.031312 | Time: 2337.9 ms [2021-01-21 11:07:55 main:574] : INFO : Epoch 1856 | loss: 0.0310104 | val_loss: 0.0312832 | Time: 2215.82 ms [2021-01-21 11:07:58 main:574] : INFO : Epoch 1857 | loss: 0.0310138 | val_loss: 0.0312871 | Time: 2237.87 ms [2021-01-21 11:08:00 main:574] : INFO : Epoch 1858 | loss: 0.0310087 | val_loss: 0.0313028 | Time: 2220.95 ms [2021-01-21 11:08:02 main:574] : INFO : Epoch 1859 | loss: 0.0310152 | val_loss: 0.0312971 | Time: 2282.71 ms [2021-01-21 11:08:05 main:574] : INFO : Epoch 1860 | loss: 0.0310106 | val_loss: 0.0313197 | Time: 2224.16 ms [2021-01-21 11:08:07 main:574] : INFO : Epoch 1861 | loss: 0.0310135 | val_loss: 0.0312878 | Time: 2284.17 ms [2021-01-21 11:08:09 main:574] : INFO : Epoch 1862 | loss: 0.0310093 | val_loss: 0.0313259 | Time: 2238.11 ms [2021-01-21 11:08:11 main:574] : INFO : Epoch 1863 | loss: 0.0310141 | val_loss: 0.0313231 | Time: 2270.12 ms [2021-01-21 11:08:14 main:574] : INFO : Epoch 1864 | loss: 0.031015 | val_loss: 0.0313123 | Time: 2262.12 ms [2021-01-21 11:08:16 main:574] : INFO : Epoch 1865 | loss: 0.0310275 | val_loss: 0.0312977 | Time: 2191.8 ms [2021-01-21 11:08:18 main:574] : INFO : Epoch 1866 | loss: 0.0310218 | val_loss: 0.031303 | Time: 2232.79 ms [2021-01-21 11:08:20 main:574] : INFO : Epoch 1867 | loss: 0.0310161 | val_loss: 0.0312731 | Time: 2203.57 ms [2021-01-21 11:08:23 main:574] : INFO : Epoch 1868 | loss: 0.0310272 | val_loss: 0.0312893 | Time: 2296.8 ms [2021-01-21 11:08:25 main:574] : INFO : Epoch 1869 | loss: 0.0310294 | val_loss: 0.0312858 | Time: 2243.69 ms [2021-01-21 11:08:27 main:574] : INFO : Epoch 1870 | loss: 0.0310226 | val_loss: 0.0313202 | Time: 2345.64 ms [2021-01-21 11:08:30 main:574] : INFO : Epoch 1871 | loss: 0.0310104 | val_loss: 0.0313124 | Time: 2206.37 ms [2021-01-21 11:08:32 main:574] : INFO : Epoch 1872 | loss: 0.0310144 | val_loss: 0.0312841 | Time: 2293.86 ms [2021-01-21 11:08:34 main:574] : INFO : Epoch 1873 | loss: 0.031019 | val_loss: 0.0312882 | Time: 2271.08 ms [2021-01-21 11:08:37 main:574] : INFO : Epoch 1874 | loss: 0.0310119 | val_loss: 0.0312992 | Time: 2231.12 ms [2021-01-21 11:08:39 main:574] : INFO : Epoch 1875 | loss: 0.0310151 | val_loss: 0.0313221 | Time: 2258.93 ms [2021-01-21 11:08:41 main:574] : INFO : Epoch 1876 | loss: 0.0310162 | val_loss: 0.0313035 | Time: 2220.45 ms [2021-01-21 11:08:43 main:574] : INFO : Epoch 1877 | loss: 0.0310105 | val_loss: 0.0312978 | Time: 2194.78 ms [2021-01-21 11:08:46 main:574] : INFO : Epoch 1878 | loss: 0.0310144 | val_loss: 0.0313047 | Time: 2256.88 ms [2021-01-21 11:08:48 main:574] : INFO : Epoch 1879 | loss: 0.0310103 | val_loss: 0.031323 | Time: 2325.3 ms [2021-01-21 11:08:50 main:574] : INFO : Epoch 1880 | loss: 0.031006 | val_loss: 0.0313001 | Time: 2291.25 ms [2021-01-21 11:08:53 main:574] : INFO : Epoch 1881 | loss: 0.0310058 | val_loss: 0.0312869 | Time: 2242.47 ms [2021-01-21 11:08:55 main:574] : INFO : Epoch 1882 | loss: 0.0310104 | val_loss: 0.03131 | Time: 2215.76 ms [2021-01-21 11:08:57 main:574] : INFO : Epoch 1883 | loss: 0.0310183 | val_loss: 0.0313129 | Time: 2300.3 ms [2021-01-21 11:09:00 main:574] : INFO : Epoch 1884 | loss: 0.0310253 | val_loss: 0.0313572 | Time: 2344.43 ms [2021-01-21 11:09:02 main:574] : INFO : Epoch 1885 | loss: 0.0310171 | val_loss: 0.0313308 | Time: 2226.08 ms [2021-01-21 11:09:04 main:574] : INFO : Epoch 1886 | loss: 0.0310081 | val_loss: 0.0312941 | Time: 2237.43 ms [2021-01-21 11:09:06 main:574] : INFO : Epoch 1887 | loss: 0.031013 | val_loss: 0.0312641 | Time: 2293.69 ms [2021-01-21 11:09:09 main:574] : INFO : Epoch 1888 | loss: 0.0310211 | val_loss: 0.0312758 | Time: 2315.51 ms [2021-01-21 11:09:11 main:574] : INFO : Epoch 1889 | loss: 0.0310153 | val_loss: 0.0313215 | Time: 2238.61 ms [2021-01-21 11:09:13 main:574] : INFO : Epoch 1890 | loss: 0.031016 | val_loss: 0.0312971 | Time: 2272.83 ms [2021-01-21 11:09:16 main:574] : INFO : Epoch 1891 | loss: 0.0310177 | val_loss: 0.0313071 | Time: 2304.1 ms [2021-01-21 11:09:18 main:574] : INFO : Epoch 1892 | loss: 0.0310107 | val_loss: 0.031322 | Time: 2285.76 ms [2021-01-21 11:09:20 main:574] : INFO : Epoch 1893 | loss: 0.0310121 | val_loss: 0.0313172 | Time: 2193.64 ms [2021-01-21 11:09:23 main:574] : INFO : Epoch 1894 | loss: 0.0310186 | val_loss: 0.0312974 | Time: 2228.72 ms [2021-01-21 11:09:25 main:574] : INFO : Epoch 1895 | loss: 0.031008 | val_loss: 0.0312991 | Time: 2245.72 ms [2021-01-21 11:09:27 main:574] : INFO : Epoch 1896 | loss: 0.0310061 | val_loss: 0.0313198 | Time: 2195.59 ms [2021-01-21 11:09:29 main:574] : INFO : Epoch 1897 | loss: 0.0310191 | val_loss: 0.031303 | Time: 2205.81 ms [2021-01-21 11:09:32 main:574] : INFO : Epoch 1898 | loss: 0.0310304 | val_loss: 0.0312624 | Time: 2312.81 ms [2021-01-21 11:09:34 main:574] : INFO : Epoch 1899 | loss: 0.0310177 | val_loss: 0.0312882 | Time: 2253.95 ms [2021-01-21 11:09:36 main:574] : INFO : Epoch 1900 | loss: 0.0310134 | val_loss: 0.0312712 | Time: 2205.17 ms [2021-01-21 11:09:38 main:574] : INFO : Epoch 1901 | loss: 0.0310232 | val_loss: 0.031286 | Time: 2299.01 ms [2021-01-21 11:09:41 main:574] : INFO : Epoch 1902 | loss: 0.0310188 | val_loss: 0.0312926 | Time: 2273.64 ms [2021-01-21 11:09:43 main:574] : INFO : Epoch 1903 | loss: 0.0310133 | val_loss: 0.0313018 | Time: 2233.98 ms [2021-01-21 11:09:45 main:574] : INFO : Epoch 1904 | loss: 0.0310085 | val_loss: 0.0313142 | Time: 2181.34 ms [2021-01-21 11:09:47 main:574] : INFO : Epoch 1905 | loss: 0.031006 | val_loss: 0.0313231 | Time: 2273.35 ms [2021-01-21 11:09:50 main:574] : INFO : Epoch 1906 | loss: 0.0310064 | val_loss: 0.031293 | Time: 2310.18 ms [2021-01-21 11:09:52 main:574] : INFO : Epoch 1907 | loss: 0.031007 | val_loss: 0.031345 | Time: 2244.57 ms [2021-01-21 11:09:54 main:574] : INFO : Epoch 1908 | loss: 0.031009 | val_loss: 0.031305 | Time: 2305.38 ms [2021-01-21 11:09:57 main:574] : INFO : Epoch 1909 | loss: 0.0310061 | val_loss: 0.0313218 | Time: 2342.17 ms [2021-01-21 11:09:59 main:574] : INFO : Epoch 1910 | loss: 0.0310038 | val_loss: 0.0312946 | Time: 2248.45 ms [2021-01-21 11:10:01 main:574] : INFO : Epoch 1911 | loss: 0.0310076 | val_loss: 0.0313006 | Time: 2242.75 ms [2021-01-21 11:10:04 main:574] : INFO : Epoch 1912 | loss: 0.0310103 | val_loss: 0.0313038 | Time: 2217.06 ms [2021-01-21 11:10:06 main:574] : INFO : Epoch 1913 | loss: 0.0310129 | val_loss: 0.0313032 | Time: 2282.04 ms [2021-01-21 11:10:08 main:574] : INFO : Epoch 1914 | loss: 0.0310184 | val_loss: 0.0312892 | Time: 2194.79 ms [2021-01-21 11:10:10 main:574] : INFO : Epoch 1915 | loss: 0.0310114 | val_loss: 0.0312786 | Time: 2221.99 ms [2021-01-21 11:10:13 main:574] : INFO : Epoch 1916 | loss: 0.031012 | val_loss: 0.0312919 | Time: 2174.57 ms [2021-01-21 11:10:15 main:574] : INFO : Epoch 1917 | loss: 0.0310126 | val_loss: 0.0313139 | Time: 2337.77 ms [2021-01-21 11:10:17 main:574] : INFO : Epoch 1918 | loss: 0.0310086 | val_loss: 0.0313019 | Time: 2199.45 ms [2021-01-21 11:10:19 main:574] : INFO : Epoch 1919 | loss: 0.0310131 | val_loss: 0.0313029 | Time: 2191.75 ms [2021-01-21 11:10:22 main:574] : INFO : Epoch 1920 | loss: 0.0310121 | val_loss: 0.0312984 | Time: 2348.28 ms [2021-01-21 11:10:24 main:574] : INFO : Epoch 1921 | loss: 0.0310123 | val_loss: 0.031322 | Time: 2244.19 ms [2021-01-21 11:10:26 main:574] : INFO : Epoch 1922 | loss: 0.03102 | val_loss: 0.0313061 | Time: 2241.7 ms [2021-01-21 11:10:29 main:574] : INFO : Epoch 1923 | loss: 0.0310226 | val_loss: 0.0313164 | Time: 2253.11 ms [2021-01-21 11:10:31 main:574] : INFO : Epoch 1924 | loss: 0.0310186 | val_loss: 0.0313353 | Time: 2299.13 ms [2021-01-21 11:10:33 main:574] : INFO : Epoch 1925 | loss: 0.0310333 | val_loss: 0.0313049 | Time: 2167.9 ms [2021-01-21 11:10:36 main:574] : INFO : Epoch 1926 | loss: 0.0310206 | val_loss: 0.0312998 | Time: 2283.46 ms [2021-01-21 11:10:38 main:574] : INFO : Epoch 1927 | loss: 0.0310101 | val_loss: 0.0313109 | Time: 2323.84 ms [2021-01-21 11:10:40 main:574] : INFO : Epoch 1928 | loss: 0.0310071 | val_loss: 0.0313253 | Time: 2273.65 ms [2021-01-21 11:10:42 main:574] : INFO : Epoch 1929 | loss: 0.0310079 | val_loss: 0.031312 | Time: 2237.2 ms [2021-01-21 11:10:45 main:574] : INFO : Epoch 1930 | loss: 0.0310106 | val_loss: 0.0312976 | Time: 2205.14 ms [2021-01-21 11:10:47 main:574] : INFO : Epoch 1931 | loss: 0.0310223 | val_loss: 0.0313143 | Time: 2288.83 ms [2021-01-21 11:10:49 main:574] : INFO : Epoch 1932 | loss: 0.0310157 | val_loss: 0.0312936 | Time: 2202.35 ms [2021-01-21 11:10:51 main:574] : INFO : Epoch 1933 | loss: 0.031009 | val_loss: 0.0313126 | Time: 2267.99 ms [2021-01-21 11:10:54 main:574] : INFO : Epoch 1934 | loss: 0.031019 | val_loss: 0.0312805 | Time: 2246.19 ms [2021-01-21 11:10:56 main:574] : INFO : Epoch 1935 | loss: 0.0310171 | val_loss: 0.0312962 | Time: 2316.65 ms [2021-01-21 11:10:58 main:574] : INFO : Epoch 1936 | loss: 0.0310162 | val_loss: 0.0312933 | Time: 2283.6 ms [2021-01-21 11:11:01 main:574] : INFO : Epoch 1937 | loss: 0.0310122 | val_loss: 0.0312879 | Time: 2158.97 ms [2021-01-21 11:11:03 main:574] : INFO : Epoch 1938 | loss: 0.0310107 | val_loss: 0.0312951 | Time: 2213.48 ms [2021-01-21 11:11:05 main:574] : INFO : Epoch 1939 | loss: 0.0310049 | val_loss: 0.0313158 | Time: 2283.74 ms [2021-01-21 11:11:08 main:574] : INFO : Epoch 1940 | loss: 0.0310084 | val_loss: 0.031299 | Time: 2228.58 ms [2021-01-21 11:11:10 main:574] : INFO : Epoch 1941 | loss: 0.0310099 | val_loss: 0.0313264 | Time: 2224.45 ms [2021-01-21 11:11:12 main:574] : INFO : Epoch 1942 | loss: 0.0310091 | val_loss: 0.0313214 | Time: 2258.13 ms [2021-01-21 11:11:14 main:574] : INFO : Epoch 1943 | loss: 0.0310144 | val_loss: 0.031298 | Time: 2265.21 ms [2021-01-21 11:11:17 main:574] : INFO : Epoch 1944 | loss: 0.0310158 | val_loss: 0.031285 | Time: 2303.34 ms [2021-01-21 11:11:19 main:574] : INFO : Epoch 1945 | loss: 0.03101 | val_loss: 0.0313255 | Time: 2166.52 ms [2021-01-21 11:11:21 main:574] : INFO : Epoch 1946 | loss: 0.0310112 | val_loss: 0.0312918 | Time: 2261.02 ms [2021-01-21 11:11:24 main:574] : INFO : Epoch 1947 | loss: 0.0310112 | val_loss: 0.0313175 | Time: 2239.17 ms [2021-01-21 11:11:26 main:574] : INFO : Epoch 1948 | loss: 0.0310142 | val_loss: 0.0312799 | Time: 2151.94 ms [2021-01-21 11:11:28 main:574] : INFO : Epoch 1949 | loss: 0.0310159 | val_loss: 0.0313035 | Time: 2275.01 ms [2021-01-21 11:11:30 main:574] : INFO : Epoch 1950 | loss: 0.0310144 | val_loss: 0.0312887 | Time: 2191.9 ms [2021-01-21 11:11:33 main:574] : INFO : Epoch 1951 | loss: 0.0310049 | val_loss: 0.0313408 | Time: 2334.05 ms [2021-01-21 11:11:35 main:574] : INFO : Epoch 1952 | loss: 0.0310043 | val_loss: 0.0313158 | Time: 2301.18 ms [2021-01-21 11:11:37 main:574] : INFO : Epoch 1953 | loss: 0.0310044 | val_loss: 0.0313062 | Time: 2307.84 ms [2021-01-21 11:11:40 main:574] : INFO : Epoch 1954 | loss: 0.0310081 | val_loss: 0.0313246 | Time: 2335.97 ms [2021-01-21 11:11:42 main:574] : INFO : Epoch 1955 | loss: 0.0310133 | val_loss: 0.0312869 | Time: 2232.32 ms [2021-01-21 11:11:44 main:574] : INFO : Epoch 1956 | loss: 0.0310173 | val_loss: 0.0312779 | Time: 2247.27 ms [2021-01-21 11:11:46 main:574] : INFO : Epoch 1957 | loss: 0.0310197 | val_loss: 0.0312919 | Time: 2236.85 ms [2021-01-21 11:11:49 main:574] : INFO : Epoch 1958 | loss: 0.0310127 | val_loss: 0.031309 | Time: 2194.84 ms [2021-01-21 11:11:51 main:574] : INFO : Epoch 1959 | loss: 0.0310099 | val_loss: 0.031298 | Time: 2274.48 ms [2021-01-21 11:11:53 main:574] : INFO : Epoch 1960 | loss: 0.0310133 | val_loss: 0.031314 | Time: 2232.15 ms [2021-01-21 11:11:55 main:574] : INFO : Epoch 1961 | loss: 0.0310168 | val_loss: 0.0312811 | Time: 2224.27 ms [2021-01-21 11:11:58 main:574] : INFO : Epoch 1962 | loss: 0.0310201 | val_loss: 0.0313259 | Time: 2262.99 ms [2021-01-21 11:12:00 main:574] : INFO : Epoch 1963 | loss: 0.0310126 | val_loss: 0.0313232 | Time: 2301.77 ms [2021-01-21 11:12:02 main:574] : INFO : Epoch 1964 | loss: 0.0310149 | val_loss: 0.0313107 | Time: 2279.79 ms [2021-01-21 11:12:05 main:574] : INFO : Epoch 1965 | loss: 0.031012 | val_loss: 0.0313116 | Time: 2279.74 ms [2021-01-21 11:12:07 main:574] : INFO : Epoch 1966 | loss: 0.0310139 | val_loss: 0.031305 | Time: 2276.04 ms [2021-01-21 11:12:09 main:574] : INFO : Epoch 1967 | loss: 0.0310255 | val_loss: 0.031262 | Time: 2311.32 ms [2021-01-21 11:12:12 main:574] : INFO : Epoch 1968 | loss: 0.031016 | val_loss: 0.0312928 | Time: 2318.02 ms [2021-01-21 11:12:14 main:574] : INFO : Epoch 1969 | loss: 0.0310111 | val_loss: 0.0313074 | Time: 2376.81 ms [2021-01-21 11:12:16 main:574] : INFO : Epoch 1970 | loss: 0.0310059 | val_loss: 0.0313339 | Time: 2351.46 ms [2021-01-21 11:12:19 main:574] : INFO : Epoch 1971 | loss: 0.0310128 | val_loss: 0.0312767 | Time: 2332.52 ms [2021-01-21 11:12:21 main:574] : INFO : Epoch 1972 | loss: 0.0311013 | val_loss: 0.0312441 | Time: 2263.28 ms [2021-01-21 11:12:23 main:574] : INFO : Epoch 1973 | loss: 0.0310765 | val_loss: 0.0312513 | Time: 2266.32 ms [2021-01-21 11:12:26 main:574] : INFO : Epoch 1974 | loss: 0.0310446 | val_loss: 0.0312694 | Time: 2217.91 ms [2021-01-21 11:12:28 main:574] : INFO : Epoch 1975 | loss: 0.0310323 | val_loss: 0.0312665 | Time: 2256.24 ms [2021-01-21 11:12:30 main:574] : INFO : Epoch 1976 | loss: 0.031019 | val_loss: 0.0313303 | Time: 2252.17 ms [2021-01-21 11:12:32 main:574] : INFO : Epoch 1977 | loss: 0.0310132 | val_loss: 0.0313097 | Time: 2350.35 ms [2021-01-21 11:12:35 main:574] : INFO : Epoch 1978 | loss: 0.0310136 | val_loss: 0.0312991 | Time: 2324.12 ms [2021-01-21 11:12:37 main:574] : INFO : Epoch 1979 | loss: 0.0310066 | val_loss: 0.0313113 | Time: 2303.15 ms [2021-01-21 11:12:39 main:574] : INFO : Epoch 1980 | loss: 0.0310091 | val_loss: 0.0312936 | Time: 2243.37 ms [2021-01-21 11:12:42 main:574] : INFO : Epoch 1981 | loss: 0.0310054 | val_loss: 0.0312869 | Time: 2282.57 ms [2021-01-21 11:12:44 main:574] : INFO : Epoch 1982 | loss: 0.031008 | val_loss: 0.0313022 | Time: 2300.05 ms [2021-01-21 11:12:46 main:574] : INFO : Epoch 1983 | loss: 0.0310354 | val_loss: 0.0312549 | Time: 2206.23 ms [2021-01-21 11:12:49 main:574] : INFO : Epoch 1984 | loss: 0.0310949 | val_loss: 0.0312497 | Time: 2210.22 ms [2021-01-21 11:12:51 main:574] : INFO : Epoch 1985 | loss: 0.0310639 | val_loss: 0.0312644 | Time: 2272.5 ms [2021-01-21 11:12:53 main:574] : INFO : Epoch 1986 | loss: 0.0310337 | val_loss: 0.0313185 | Time: 2278.3 ms [2021-01-21 11:12:56 main:574] : INFO : Epoch 1987 | loss: 0.0310167 | val_loss: 0.0312976 | Time: 2312.41 ms [2021-01-21 11:12:58 main:574] : INFO : Epoch 1988 | loss: 0.03102 | val_loss: 0.0312979 | Time: 2290.79 ms [2021-01-21 11:13:00 main:574] : INFO : Epoch 1989 | loss: 0.0310209 | val_loss: 0.031302 | Time: 2298.95 ms [2021-01-21 11:13:03 main:574] : INFO : Epoch 1990 | loss: 0.0310105 | val_loss: 0.0313177 | Time: 2331.44 ms [2021-01-21 11:13:05 main:574] : INFO : Epoch 1991 | loss: 0.0310201 | val_loss: 0.0313041 | Time: 2232.59 ms [2021-01-21 11:13:07 main:574] : INFO : Epoch 1992 | loss: 0.0310134 | val_loss: 0.0313062 | Time: 2287.24 ms [2021-01-21 11:13:09 main:574] : INFO : Epoch 1993 | loss: 0.0310146 | val_loss: 0.0312827 | Time: 2192.1 ms [2021-01-21 11:13:12 main:574] : INFO : Epoch 1994 | loss: 0.0310146 | val_loss: 0.031315 | Time: 2239.98 ms [2021-01-21 11:13:14 main:574] : INFO : Epoch 1995 | loss: 0.0310121 | val_loss: 0.031298 | Time: 2214.5 ms [2021-01-21 11:13:16 main:574] : INFO : Epoch 1996 | loss: 0.0310107 | val_loss: 0.031302 | Time: 2233.73 ms [2021-01-21 11:13:18 main:574] : INFO : Epoch 1997 | loss: 0.0310137 | val_loss: 0.0313185 | Time: 2246.65 ms [2021-01-21 11:13:21 main:574] : INFO : Epoch 1998 | loss: 0.0310086 | val_loss: 0.0313076 | Time: 2223.98 ms [2021-01-21 11:13:23 main:574] : INFO : Epoch 1999 | loss: 0.0310051 | val_loss: 0.0312834 | Time: 2173.59 ms [2021-01-21 11:13:25 main:574] : INFO : Epoch 2000 | loss: 0.0310085 | val_loss: 0.0313 | Time: 2234.41 ms [2021-01-21 11:13:27 main:574] : INFO : Epoch 2001 | loss: 0.0310113 | val_loss: 0.0313094 | Time: 2296.82 ms [2021-01-21 11:13:30 main:574] : INFO : Epoch 2002 | loss: 0.0310085 | val_loss: 0.0312877 | Time: 2306.02 ms [2021-01-21 11:13:32 main:574] : INFO : Epoch 2003 | loss: 0.0310142 | val_loss: 0.0313146 | Time: 2252.04 ms [2021-01-21 11:13:34 main:574] : INFO : Epoch 2004 | loss: 0.0310113 | val_loss: 0.0313304 | Time: 2277.66 ms [2021-01-21 11:13:37 main:574] : INFO : Epoch 2005 | loss: 0.0310091 | val_loss: 0.0313052 | Time: 2230.16 ms [2021-01-21 11:13:39 main:574] : INFO : Epoch 2006 | loss: 0.0310111 | val_loss: 0.0313066 | Time: 2275.31 ms [2021-01-21 11:13:41 main:574] : INFO : Epoch 2007 | loss: 0.0310127 | val_loss: 0.0313111 | Time: 2312.26 ms [2021-01-21 11:13:43 main:574] : INFO : Epoch 2008 | loss: 0.0310149 | val_loss: 0.0313059 | Time: 2169.08 ms [2021-01-21 11:13:46 main:574] : INFO : Epoch 2009 | loss: 0.0310074 | val_loss: 0.0313254 | Time: 2249.99 ms [2021-01-21 11:13:48 main:574] : INFO : Epoch 2010 | loss: 0.0310066 | val_loss: 0.0313123 | Time: 2209.32 ms [2021-01-21 11:13:50 main:574] : INFO : Epoch 2011 | loss: 0.0310085 | val_loss: 0.0312815 | Time: 2285.46 ms [2021-01-21 11:13:53 main:574] : INFO : Epoch 2012 | loss: 0.0310163 | val_loss: 0.0313029 | Time: 2218.3 ms [2021-01-21 11:13:55 main:574] : INFO : Epoch 2013 | loss: 0.0310193 | val_loss: 0.0312886 | Time: 2267.87 ms [2021-01-21 11:13:57 main:574] : INFO : Epoch 2014 | loss: 0.0310218 | val_loss: 0.0313117 | Time: 2273.12 ms [2021-01-21 11:13:59 main:574] : INFO : Epoch 2015 | loss: 0.0310146 | val_loss: 0.0313102 | Time: 2250.39 ms [2021-01-21 11:14:02 main:574] : INFO : Epoch 2016 | loss: 0.0310143 | val_loss: 0.0313111 | Time: 2281.58 ms [2021-01-21 11:14:04 main:574] : INFO : Epoch 2017 | loss: 0.0310119 | val_loss: 0.0312941 | Time: 2243.72 ms [2021-01-21 11:14:06 main:574] : INFO : Epoch 2018 | loss: 0.0310069 | val_loss: 0.0313259 | Time: 2213.63 ms [2021-01-21 11:14:08 main:574] : INFO : Epoch 2019 | loss: 0.0310068 | val_loss: 0.0312799 | Time: 2181.26 ms [2021-01-21 11:14:11 main:574] : INFO : Epoch 2020 | loss: 0.0310114 | val_loss: 0.0313222 | Time: 2276.82 ms [2021-01-21 11:14:13 main:574] : INFO : Epoch 2021 | loss: 0.0310196 | val_loss: 0.0313069 | Time: 2254.64 ms [2021-01-21 11:14:15 main:574] : INFO : Epoch 2022 | loss: 0.0310104 | val_loss: 0.0313087 | Time: 2205.67 ms [2021-01-21 11:14:18 main:574] : INFO : Epoch 2023 | loss: 0.0310079 | val_loss: 0.0313223 | Time: 2202.03 ms [2021-01-21 11:14:20 main:574] : INFO : Epoch 2024 | loss: 0.0310214 | val_loss: 0.0313097 | Time: 2194.85 ms [2021-01-21 11:14:22 main:574] : INFO : Epoch 2025 | loss: 0.0310102 | val_loss: 0.0313204 | Time: 2261.34 ms [2021-01-21 11:14:24 main:574] : INFO : Epoch 2026 | loss: 0.0310054 | val_loss: 0.0312847 | Time: 2238.3 ms [2021-01-21 11:14:27 main:574] : INFO : Epoch 2027 | loss: 0.0310086 | val_loss: 0.0313056 | Time: 2341.43 ms [2021-01-21 11:14:29 main:574] : INFO : Epoch 2028 | loss: 0.0310153 | val_loss: 0.0312963 | Time: 2226.53 ms [2021-01-21 11:14:31 main:574] : INFO : Epoch 2029 | loss: 0.0310062 | val_loss: 0.0313079 | Time: 2250.24 ms [2021-01-21 11:14:34 main:574] : INFO : Epoch 2030 | loss: 0.031004 | val_loss: 0.0313093 | Time: 2341.71 ms [2021-01-21 11:14:36 main:574] : INFO : Epoch 2031 | loss: 0.0310104 | val_loss: 0.0313239 | Time: 2190.62 ms [2021-01-21 11:14:38 main:574] : INFO : Epoch 2032 | loss: 0.031017 | val_loss: 0.0313135 | Time: 2287.78 ms [2021-01-21 11:14:40 main:574] : INFO : Epoch 2033 | loss: 0.0310128 | val_loss: 0.0313055 | Time: 2251.13 ms [2021-01-21 11:14:43 main:574] : INFO : Epoch 2034 | loss: 0.0310101 | val_loss: 0.0313185 | Time: 2225.25 ms [2021-01-21 11:14:45 main:574] : INFO : Epoch 2035 | loss: 0.0310176 | val_loss: 0.0312687 | Time: 2238.72 ms [2021-01-21 11:14:47 main:574] : INFO : Epoch 2036 | loss: 0.0310115 | val_loss: 0.0313355 | Time: 2283.05 ms [2021-01-21 11:14:50 main:574] : INFO : Epoch 2037 | loss: 0.031011 | val_loss: 0.0312872 | Time: 2290.55 ms [2021-01-21 11:14:52 main:574] : INFO : Epoch 2038 | loss: 0.0310112 | val_loss: 0.0313008 | Time: 2247.15 ms [2021-01-21 11:14:54 main:574] : INFO : Epoch 2039 | loss: 0.0310097 | val_loss: 0.0313386 | Time: 2271.61 ms [2021-01-21 11:14:57 main:574] : INFO : Epoch 2040 | loss: 0.0310114 | val_loss: 0.0313047 | Time: 2253.51 ms [2021-01-21 11:14:59 main:574] : INFO : Epoch 2041 | loss: 0.0310163 | val_loss: 0.031313 | Time: 2249.49 ms [2021-01-21 11:15:01 main:574] : INFO : Epoch 2042 | loss: 0.0310316 | val_loss: 0.0312935 | Time: 2252.34 ms [2021-01-21 11:15:03 main:574] : INFO : Epoch 2043 | loss: 0.0310213 | val_loss: 0.0313081 | Time: 2248.63 ms [2021-01-21 11:15:05 main:574] : INFO : Epoch 2044 | loss: 0.0310174 | val_loss: 0.0313215 | Time: 2150.38 ms [2021-01-21 11:15:08 main:574] : INFO : Epoch 2045 | loss: 0.031014 | val_loss: 0.0312964 | Time: 2315.03 ms [2021-01-21 11:15:10 main:574] : INFO : Epoch 2046 | loss: 0.0310155 | val_loss: 0.031287 | Time: 2302.96 ms [2021-01-21 11:15:12 main:574] : INFO : Epoch 2047 | loss: 0.031025 | val_loss: 0.0312864 | Time: 2301.99 ms [2021-01-21 11:15:15 main:574] : INFO : Epoch 2048 | loss: 0.0310131 | val_loss: 0.0312795 | Time: 2252.73 ms [2021-01-21 11:15:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312795 [2021-01-21 11:15:15 main:603] : INFO : Saving end state to config to file [2021-01-21 11:15:15 main:608] : INFO : Success, exiting.. 11:15:15 (9744): 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)