Task 14536265
| Name | ParityModified-1647041324-32267-3-0_0 |
| Workunit | 11574422 |
| Created | 7 Apr 2022, 7:44:58 UTC |
| Sent | 10 Apr 2022, 13:29:48 UTC |
| Report deadline | 18 Apr 2022, 13:29:48 UTC |
| Received | 10 Apr 2022, 16:38:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 1 hours 17 min 31 sec |
| CPU time | 1 hours 4 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 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>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312107 | val_loss: 0.0312135 | Time: 2241.16 ms
[2022-04-10 10:09:31 main:574] : INFO : Epoch 1543 | loss: 0.0312102 | val_loss: 0.0312125 | Time: 2214.45 ms
[2022-04-10 10:09:33 main:574] : INFO : Epoch 1544 | loss: 0.03121 | val_loss: 0.0312128 | Time: 2245.09 ms
[2022-04-10 10:09:36 main:574] : INFO : Epoch 1545 | loss: 0.0312105 | val_loss: 0.0312126 | Time: 2214.48 ms
[2022-04-10 10:09:38 main:574] : INFO : Epoch 1546 | loss: 0.0312106 | val_loss: 0.031213 | Time: 2251.72 ms
[2022-04-10 10:09:40 main:574] : INFO : Epoch 1547 | loss: 0.0312104 | val_loss: 0.0312126 | Time: 2212.89 ms
[2022-04-10 10:09:42 main:574] : INFO : Epoch 1548 | loss: 0.0312112 | val_loss: 0.031222 | Time: 2243.86 ms
[2022-04-10 10:09:45 main:574] : INFO : Epoch 1549 | loss: 0.0312163 | val_loss: 0.0312151 | Time: 2229.06 ms
[2022-04-10 10:09:47 main:574] : INFO : Epoch 1550 | loss: 0.0312104 | val_loss: 0.0312151 | Time: 2277.63 ms
[2022-04-10 10:09:49 main:574] : INFO : Epoch 1551 | loss: 0.0312102 | val_loss: 0.0312186 | Time: 2237.09 ms
[2022-04-10 10:09:51 main:574] : INFO : Epoch 1552 | loss: 0.0312113 | val_loss: 0.0312124 | Time: 2242.64 ms
[2022-04-10 10:09:54 main:574] : INFO : Epoch 1553 | loss: 0.0312116 | val_loss: 0.0312143 | Time: 2270.24 ms
[2022-04-10 10:09:56 main:574] : INFO : Epoch 1554 | loss: 0.031213 | val_loss: 0.0312133 | Time: 2269.13 ms
[2022-04-10 10:09:58 main:574] : INFO : Epoch 1555 | loss: 0.0312117 | val_loss: 0.0312139 | Time: 2261.82 ms
[2022-04-10 10:10:01 main:574] : INFO : Epoch 1556 | loss: 0.0312112 | val_loss: 0.0312151 | Time: 2221.47 ms
[2022-04-10 10:10:03 main:574] : INFO : Epoch 1557 | loss: 0.0312123 | val_loss: 0.0312132 | Time: 2231.02 ms
[2022-04-10 10:10:05 main:574] : INFO : Epoch 1558 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 2242.79 ms
[2022-04-10 10:10:07 main:574] : INFO : Epoch 1559 | loss: 0.03121 | val_loss: 0.0312129 | Time: 2240.93 ms
[2022-04-10 10:10:10 main:574] : INFO : Epoch 1560 | loss: 0.0312102 | val_loss: 0.0312132 | Time: 2286.26 ms
[2022-04-10 10:10:12 main:574] : INFO : Epoch 1561 | loss: 0.0312105 | val_loss: 0.0312128 | Time: 2234.29 ms
[2022-04-10 10:10:14 main:574] : INFO : Epoch 1562 | loss: 0.0312105 | val_loss: 0.0312127 | Time: 2234.44 ms
[2022-04-10 10:10:16 main:574] : INFO : Epoch 1563 | loss: 0.0312116 | val_loss: 0.0312144 | Time: 2283.36 ms
[2022-04-10 10:10:19 main:574] : INFO : Epoch 1564 | loss: 0.0312145 | val_loss: 0.0312245 | Time: 2241.6 ms
[2022-04-10 10:10:21 main:574] : INFO : Epoch 1565 | loss: 0.0312146 | val_loss: 0.0312172 | Time: 2263.17 ms
[2022-04-10 10:10:23 main:574] : INFO : Epoch 1566 | loss: 0.0312112 | val_loss: 0.0312131 | Time: 2242.96 ms
[2022-04-10 10:10:25 main:574] : INFO : Epoch 1567 | loss: 0.0312104 | val_loss: 0.0312128 | Time: 2265.96 ms
[2022-04-10 10:10:28 main:574] : INFO : Epoch 1568 | loss: 0.0312123 | val_loss: 0.0312137 | Time: 2287.13 ms
[2022-04-10 10:10:30 main:574] : INFO : Epoch 1569 | loss: 0.0312108 | val_loss: 0.0312135 | Time: 2235.12 ms
[2022-04-10 10:10:32 main:574] : INFO : Epoch 1570 | loss: 0.0312113 | val_loss: 0.0312138 | Time: 2273.32 ms
[2022-04-10 10:10:35 main:574] : INFO : Epoch 1571 | loss: 0.0312102 | val_loss: 0.0312134 | Time: 2245.01 ms
[2022-04-10 10:10:37 main:574] : INFO : Epoch 1572 | loss: 0.0312121 | val_loss: 0.0312127 | Time: 2275.33 ms
[2022-04-10 10:10:39 main:574] : INFO : Epoch 1573 | loss: 0.0312107 | val_loss: 0.0312154 | Time: 2247.34 ms
[2022-04-10 10:10:41 main:574] : INFO : Epoch 1574 | loss: 0.0312122 | val_loss: 0.0312172 | Time: 2274.04 ms
[2022-04-10 10:10:44 main:574] : INFO : Epoch 1575 | loss: 0.0312103 | val_loss: 0.0312133 | Time: 2177.69 ms
[2022-04-10 10:10:46 main:574] : INFO : Epoch 1576 | loss: 0.0312104 | val_loss: 0.0312154 | Time: 2279.47 ms
[2022-04-10 10:10:48 main:574] : INFO : Epoch 1577 | loss: 0.0312118 | val_loss: 0.0312149 | Time: 2247.57 ms
[2022-04-10 10:10:50 main:574] : INFO : Epoch 1578 | loss: 0.0312134 | val_loss: 0.031216 | Time: 2266.4 ms
[2022-04-10 10:10:53 main:574] : INFO : Epoch 1579 | loss: 0.0312126 | val_loss: 0.0312138 | Time: 2192.99 ms
[2022-04-10 10:10:55 main:574] : INFO : Epoch 1580 | loss: 0.031211 | val_loss: 0.0312127 | Time: 2315.47 ms
[2022-04-10 10:10:57 main:574] : INFO : Epoch 1581 | loss: 0.0312113 | val_loss: 0.0312136 | Time: 2253.39 ms
[2022-04-10 10:10:59 main:574] : INFO : Epoch 1582 | loss: 0.0312119 | val_loss: 0.0312199 | Time: 2243.98 ms
[2022-04-10 10:11:02 main:574] : INFO : Epoch 1583 | loss: 0.0312132 | val_loss: 0.0312141 | Time: 2276.63 ms
[2022-04-10 10:11:04 main:574] : INFO : Epoch 1584 | loss: 0.0312106 | val_loss: 0.0312142 | Time: 2343.82 ms
[2022-04-10 10:11:06 main:574] : INFO : Epoch 1585 | loss: 0.0312125 | val_loss: 0.031213 | Time: 2249.36 ms
[2022-04-10 10:11:09 main:574] : INFO : Epoch 1586 | loss: 0.0312102 | val_loss: 0.0312125 | Time: 2242.11 ms
[2022-04-10 10:11:11 main:574] : INFO : Epoch 1587 | loss: 0.0312098 | val_loss: 0.0312125 | Time: 2295.33 ms
[2022-04-10 10:11:13 main:574] : INFO : Epoch 1588 | loss: 0.0312106 | val_loss: 0.0312146 | Time: 2302.12 ms
[2022-04-10 10:11:16 main:574] : INFO : Epoch 1589 | loss: 0.0312103 | val_loss: 0.0312144 | Time: 2337.84 ms
[2022-04-10 10:11:18 main:574] : INFO : Epoch 1590 | loss: 0.0312102 | val_loss: 0.0312127 | Time: 2298.51 ms
[2022-04-10 10:11:20 main:574] : INFO : Epoch 1591 | loss: 0.0312104 | val_loss: 0.031216 | Time: 2362.9 ms
[2022-04-10 10:11:23 main:574] : INFO : Epoch 1592 | loss: 0.0312109 | val_loss: 0.0312128 | Time: 2235.3 ms
[2022-04-10 10:11:25 main:574] : INFO : Epoch 1593 | loss: 0.0312098 | val_loss: 0.0312127 | Time: 2579.23 ms
[2022-04-10 10:11:28 main:574] : INFO : Epoch 1594 | loss: 0.0312108 | val_loss: 0.0312129 | Time: 2447.74 ms
[2022-04-10 10:11:30 main:574] : INFO : Epoch 1595 | loss: 0.0312137 | val_loss: 0.0312208 | Time: 2502.27 ms
[2022-04-10 10:11:33 main:574] : INFO : Epoch 1596 | loss: 0.0312124 | val_loss: 0.0312154 | Time: 2519.79 ms
[2022-04-10 10:11:35 main:574] : INFO : Epoch 1597 | loss: 0.0312108 | val_loss: 0.0312135 | Time: 2492.66 ms
[2022-04-10 10:11:38 main:574] : INFO : Epoch 1598 | loss: 0.0312115 | val_loss: 0.0312128 | Time: 2471.41 ms
[2022-04-10 10:11:40 main:574] : INFO : Epoch 1599 | loss: 0.0312112 | val_loss: 0.0312134 | Time: 2465.92 ms
[2022-04-10 10:11:43 main:574] : INFO : Epoch 1600 | loss: 0.0312109 | val_loss: 0.0312156 | Time: 2429.29 ms
[2022-04-10 10:11:45 main:574] : INFO : Epoch 1601 | loss: 0.0312112 | val_loss: 0.0312164 | Time: 2644.31 ms
[2022-04-10 10:11:48 main:574] : INFO : Epoch 1602 | loss: 0.0312111 | val_loss: 0.0312141 | Time: 2271.04 ms
[2022-04-10 10:11:50 main:574] : INFO : Epoch 1603 | loss: 0.03121 | val_loss: 0.0312136 | Time: 2199.73 ms
[2022-04-10 10:11:52 main:574] : INFO : Epoch 1604 | loss: 0.0312103 | val_loss: 0.0312128 | Time: 2201.53 ms
[2022-04-10 10:11:54 main:574] : INFO : Epoch 1605 | loss: 0.0312102 | val_loss: 0.0312129 | Time: 2230.53 ms
[2022-04-10 10:11:57 main:574] : INFO : Epoch 1606 | loss: 0.0312102 | val_loss: 0.0312143 | Time: 2262.63 ms
[2022-04-10 10:11:59 main:574] : INFO : Epoch 1607 | loss: 0.0312107 | val_loss: 0.0312125 | Time: 2289.55 ms
[2022-04-10 10:12:01 main:574] : INFO : Epoch 1608 | loss: 0.0312101 | val_loss: 0.0312139 | Time: 2208.03 ms
[2022-04-10 10:12:03 main:574] : INFO : Epoch 1609 | loss: 0.0312104 | val_loss: 0.031213 | Time: 2217.78 ms
[2022-04-10 10:12:05 main:574] : INFO : Epoch 1610 | loss: 0.0312104 | val_loss: 0.0312129 | Time: 2231.35 ms
[2022-04-10 10:12:08 main:574] : INFO : Epoch 1611 | loss: 0.0312107 | val_loss: 0.0312131 | Time: 2210.63 ms
[2022-04-10 10:12:10 main:574] : INFO : Epoch 1612 | loss: 0.0312102 | val_loss: 0.0312131 | Time: 2224.74 ms
[2022-04-10 10:12:12 main:574] : INFO : Epoch 1613 | loss: 0.0312105 | val_loss: 0.0312125 | Time: 2203.43 ms
[2022-04-10 10:12:14 main:574] : INFO : Epoch 1614 | loss: 0.0312096 | val_loss: 0.0312147 | Time: 2207.16 ms
[2022-04-10 10:12:17 main:574] : INFO : Epoch 1615 | loss: 0.031211 | val_loss: 0.031213 | Time: 2281.97 ms
[2022-04-10 10:12:19 main:574] : INFO : Epoch 1616 | loss: 0.0312106 | val_loss: 0.0312137 | Time: 2187.97 ms
[2022-04-10 10:12:21 main:574] : INFO : Epoch 1617 | loss: 0.0312104 | val_loss: 0.0312128 | Time: 2226.76 ms
[2022-04-10 10:12:23 main:574] : INFO : Epoch 1618 | loss: 0.0312123 | val_loss: 0.031214 | Time: 2273.09 ms
[2022-04-10 10:12:26 main:574] : INFO : Epoch 1619 | loss: 0.031214 | val_loss: 0.0312135 | Time: 2217.11 ms
[2022-04-10 10:12:28 main:574] : INFO : Epoch 1620 | loss: 0.0312102 | val_loss: 0.0312145 | Time: 2209.95 ms
[2022-04-10 10:12:30 main:574] : INFO : Epoch 1621 | loss: 0.0312101 | val_loss: 0.0312138 | Time: 2197.92 ms
[2022-04-10 10:12:32 main:574] : INFO : Epoch 1622 | loss: 0.0312103 | val_loss: 0.0312163 | Time: 2234.36 ms
[2022-04-10 10:12:35 main:574] : INFO : Epoch 1623 | loss: 0.0312109 | val_loss: 0.031215 | Time: 2255.02 ms
[2022-04-10 10:12:37 main:574] : INFO : Epoch 1624 | loss: 0.0312107 | val_loss: 0.0312129 | Time: 2215.16 ms
[2022-04-10 10:12:39 main:574] : INFO : Epoch 1625 | loss: 0.03121 | val_loss: 0.0312134 | Time: 2211.98 ms
[2022-04-10 10:12:41 main:574] : INFO : Epoch 1626 | loss: 0.03121 | val_loss: 0.0312132 | Time: 2193.73 ms
[2022-04-10 10:12:43 main:574] : INFO : Epoch 1627 | loss: 0.0312097 | val_loss: 0.031213 | Time: 2254.8 ms
[2022-04-10 10:12:46 main:574] : INFO : Epoch 1628 | loss: 0.0312099 | val_loss: 0.0312126 | Time: 2234.14 ms
[2022-04-10 10:12:48 main:574] : INFO : Epoch 1629 | loss: 0.0312098 | val_loss: 0.0312152 | Time: 2244.37 ms
[2022-04-10 10:12:50 main:574] : INFO : Epoch 1630 | loss: 0.0312103 | val_loss: 0.0312132 | Time: 2219.38 ms
[2022-04-10 10:12:52 main:574] : INFO : Epoch 1631 | loss: 0.0312111 | val_loss: 0.0312131 | Time: 2225.01 ms
[2022-04-10 10:12:55 main:574] : INFO : Epoch 1632 | loss: 0.0312105 | val_loss: 0.031213 | Time: 2229.42 ms
[2022-04-10 10:12:57 main:574] : INFO : Epoch 1633 | loss: 0.0312111 | val_loss: 0.0312127 | Time: 2260.39 ms
[2022-04-10 10:12:59 main:574] : INFO : Epoch 1634 | loss: 0.0312122 | val_loss: 0.0312188 | Time: 2236.82 ms
[2022-04-10 10:13:01 main:574] : INFO : Epoch 1635 | loss: 0.0312177 | val_loss: 0.0312286 | Time: 2280.37 ms
[2022-04-10 10:13:04 main:574] : INFO : Epoch 1636 | loss: 0.0312181 | val_loss: 0.0312151 | Time: 2211.61 ms
[2022-04-10 10:13:06 main:574] : INFO : Epoch 1637 | loss: 0.0312116 | val_loss: 0.031213 | Time: 2220.6 ms
[2022-04-10 10:13:08 main:574] : INFO : Epoch 1638 | loss: 0.0312106 | val_loss: 0.0312135 | Time: 2205.12 ms
[2022-04-10 10:13:10 main:574] : INFO : Epoch 1639 | loss: 0.0312106 | val_loss: 0.0312132 | Time: 2277.04 ms
[2022-04-10 10:13:13 main:574] : INFO : Epoch 1640 | loss: 0.0312101 | val_loss: 0.031215 | Time: 2198.95 ms
[2022-04-10 10:13:15 main:574] : INFO : Epoch 1641 | loss: 0.0312114 | val_loss: 0.0312169 | Time: 2197.86 ms
[2022-04-10 10:13:17 main:574] : INFO : Epoch 1642 | loss: 0.0312107 | val_loss: 0.0312128 | Time: 2260.67 ms
[2022-04-10 10:13:19 main:574] : INFO : Epoch 1643 | loss: 0.0312101 | val_loss: 0.0312128 | Time: 2245.54 ms
[2022-04-10 10:13:22 main:574] : INFO : Epoch 1644 | loss: 0.0312107 | val_loss: 0.0312149 | Time: 2209.99 ms
[2022-04-10 10:13:24 main:574] : INFO : Epoch 1645 | loss: 0.0312106 | val_loss: 0.031213 | Time: 2189.64 ms
[2022-04-10 10:13:26 main:574] : INFO : Epoch 1646 | loss: 0.0312115 | val_loss: 0.0312134 | Time: 2212.76 ms
[2022-04-10 10:13:28 main:574] : INFO : Epoch 1647 | loss: 0.0312098 | val_loss: 0.031215 | Time: 2226.92 ms
[2022-04-10 10:13:30 main:574] : INFO : Epoch 1648 | loss: 0.0312124 | val_loss: 0.0312186 | Time: 2222.33 ms
[2022-04-10 10:13:33 main:574] : INFO : Epoch 1649 | loss: 0.031212 | val_loss: 0.0312136 | Time: 2222.72 ms
[2022-04-10 10:13:35 main:574] : INFO : Epoch 1650 | loss: 0.0312101 | val_loss: 0.031214 | Time: 2204.92 ms
[2022-04-10 10:13:37 main:574] : INFO : Epoch 1651 | loss: 0.0312102 | val_loss: 0.0312144 | Time: 2266.14 ms
[2022-04-10 10:13:39 main:574] : INFO : Epoch 1652 | loss: 0.0312129 | val_loss: 0.0312129 | Time: 2261.71 ms
[2022-04-10 10:13:42 main:574] : INFO : Epoch 1653 | loss: 0.0312104 | val_loss: 0.0312126 | Time: 2190.16 ms
[2022-04-10 10:13:44 main:574] : INFO : Epoch 1654 | loss: 0.03121 | val_loss: 0.0312125 | Time: 2221.53 ms
[2022-04-10 10:13:46 main:574] : INFO : Epoch 1655 | loss: 0.0312102 | val_loss: 0.0312141 | Time: 2282.01 ms
[2022-04-10 10:13:48 main:574] : INFO : Epoch 1656 | loss: 0.0312108 | val_loss: 0.0312126 | Time: 2223.45 ms
[2022-04-10 10:13:51 main:574] : INFO : Epoch 1657 | loss: 0.031211 | val_loss: 0.0312126 | Time: 2238.82 ms
[2022-04-10 10:13:53 main:574] : INFO : Epoch 1658 | loss: 0.0312097 | val_loss: 0.0312132 | Time: 2186.03 ms
[2022-04-10 10:13:55 main:574] : INFO : Epoch 1659 | loss: 0.0312112 | val_loss: 0.0312204 | Time: 2207.73 ms
[2022-04-10 10:13:57 main:574] : INFO : Epoch 1660 | loss: 0.0312129 | val_loss: 0.0312177 | Time: 2322.29 ms
[2022-04-10 10:14:00 main:574] : INFO : Epoch 1661 | loss: 0.0312115 | val_loss: 0.0312141 | Time: 2221.26 ms
[2022-04-10 10:14:02 main:574] : INFO : Epoch 1662 | loss: 0.0312101 | val_loss: 0.0312129 | Time: 2256.6 ms
[2022-04-10 10:14:04 main:574] : INFO : Epoch 1663 | loss: 0.03121 | val_loss: 0.0312125 | Time: 2335.04 ms
[2022-04-10 10:14:07 main:574] : INFO : Epoch 1664 | loss: 0.0312099 | val_loss: 0.0312132 | Time: 2219.79 ms
[2022-04-10 10:14:09 main:574] : INFO : Epoch 1665 | loss: 0.0312099 | val_loss: 0.0312127 | Time: 2196.76 ms
[2022-04-10 10:14:11 main:574] : INFO : Epoch 1666 | loss: 0.0312106 | val_loss: 0.031214 | Time: 2218.74 ms
[2022-04-10 10:14:13 main:574] : INFO : Epoch 1667 | loss: 0.0312097 | val_loss: 0.0312142 | Time: 2250.83 ms
[2022-04-10 10:14:15 main:574] : INFO : Epoch 1668 | loss: 0.0312099 | val_loss: 0.0312125 | Time: 2209.71 ms
[2022-04-10 10:14:18 main:574] : INFO : Epoch 1669 | loss: 0.0312097 | val_loss: 0.0312144 | Time: 2206.31 ms
[2022-04-10 10:14:20 main:574] : INFO : Epoch 1670 | loss: 0.0312109 | val_loss: 0.0312126 | Time: 2222.91 ms
[2022-04-10 10:14:22 main:574] : INFO : Epoch 1671 | loss: 0.0312122 | val_loss: 0.0312176 | Time: 2218.73 ms
[2022-04-10 10:14:24 main:574] : INFO : Epoch 1672 | loss: 0.0312108 | val_loss: 0.031213 | Time: 2258.59 ms
[2022-04-10 10:14:27 main:574] : INFO : Epoch 1673 | loss: 0.0312099 | val_loss: 0.031213 | Time: 2196.37 ms
[2022-04-10 10:14:29 main:574] : INFO : Epoch 1674 | loss: 0.0312103 | val_loss: 0.0312147 | Time: 2219.13 ms
[2022-04-10 10:14:31 main:574] : INFO : Epoch 1675 | loss: 0.0312107 | val_loss: 0.0312133 | Time: 2262.25 ms
[2022-04-10 10:14:33 main:574] : INFO : Epoch 1676 | loss: 0.0312109 | val_loss: 0.0312152 | Time: 2229.16 ms
[2022-04-10 10:14:36 main:574] : INFO : Epoch 1677 | loss: 0.0312117 | val_loss: 0.0312135 | Time: 2176.91 ms
[2022-04-10 10:14:38 main:574] : INFO : Epoch 1678 | loss: 0.03121 | val_loss: 0.0312138 | Time: 2202.61 ms
[2022-04-10 10:14:40 main:574] : INFO : Epoch 1679 | loss: 0.031211 | val_loss: 0.0312126 | Time: 2235.17 ms
[2022-04-10 10:14:42 main:574] : INFO : Epoch 1680 | loss: 0.0312123 | val_loss: 0.03122 | Time: 2180.29 ms
[2022-04-10 10:14:44 main:574] : INFO : Epoch 1681 | loss: 0.0312115 | val_loss: 0.0312161 | Time: 2282.96 ms
[2022-04-10 10:14:47 main:574] : INFO : Epoch 1682 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 2475.44 ms
[2022-04-10 10:14:49 main:574] : INFO : Epoch 1683 | loss: 0.0312101 | val_loss: 0.0312128 | Time: 2221.52 ms
[2022-04-10 10:14:51 main:574] : INFO : Epoch 1684 | loss: 0.0312098 | val_loss: 0.0312133 | Time: 2228.47 ms
[2022-04-10 10:14:54 main:574] : INFO : Epoch 1685 | loss: 0.0312105 | val_loss: 0.031214 | Time: 2256.27 ms
[2022-04-10 10:14:56 main:574] : INFO : Epoch 1686 | loss: 0.0312107 | val_loss: 0.0312145 | Time: 2246.39 ms
[2022-04-10 10:14:58 main:574] : INFO : Epoch 1687 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 2182.55 ms
[2022-04-10 10:15:00 main:574] : INFO : Epoch 1688 | loss: 0.0312099 | val_loss: 0.0312138 | Time: 2195.23 ms
[2022-04-10 10:15:03 main:574] : INFO : Epoch 1689 | loss: 0.0312105 | val_loss: 0.0312132 | Time: 2217.98 ms
[2022-04-10 10:15:05 main:574] : INFO : Epoch 1690 | loss: 0.0312099 | val_loss: 0.0312133 | Time: 2219.45 ms
[2022-04-10 10:15:07 main:574] : INFO : Epoch 1691 | loss: 0.0312122 | val_loss: 0.0312126 | Time: 2214.17 ms
[2022-04-10 10:15:09 main:574] : INFO : Epoch 1692 | loss: 0.031211 | val_loss: 0.0312127 | Time: 2211.15 ms
[2022-04-10 10:15:11 main:574] : INFO : Epoch 1693 | loss: 0.0312107 | val_loss: 0.0312135 | Time: 2193.23 ms
[2022-04-10 10:15:14 main:574] : INFO : Epoch 1694 | loss: 0.0312113 | val_loss: 0.0312136 | Time: 2202.05 ms
[2022-04-10 10:15:16 main:574] : INFO : Epoch 1695 | loss: 0.0312102 | val_loss: 0.0312131 | Time: 2221.92 ms
[2022-04-10 10:15:18 main:574] : INFO : Epoch 1696 | loss: 0.0312098 | val_loss: 0.0312128 | Time: 2261.84 ms
[2022-04-10 10:15:20 main:574] : INFO : Epoch 1697 | loss: 0.0312099 | val_loss: 0.0312128 | Time: 2218.26 ms
[2022-04-10 10:15:23 main:574] : INFO : Epoch 1698 | loss: 0.0312134 | val_loss: 0.031215 | Time: 2222.63 ms
[2022-04-10 10:15:25 main:574] : INFO : Epoch 1699 | loss: 0.0312106 | val_loss: 0.0312131 | Time: 2194.91 ms
[2022-04-10 10:15:27 main:574] : INFO : Epoch 1700 | loss: 0.0312135 | val_loss: 0.0312132 | Time: 2271.19 ms
[2022-04-10 10:15:29 main:574] : INFO : Epoch 1701 | loss: 0.0312112 | val_loss: 0.031214 | Time: 2221.8 ms
[2022-04-10 10:15:32 main:574] : INFO : Epoch 1702 | loss: 0.0312109 | val_loss: 0.0312171 | Time: 2227.29 ms
[2022-04-10 10:15:34 main:574] : INFO : Epoch 1703 | loss: 0.0312132 | val_loss: 0.031217 | Time: 2201.4 ms
[2022-04-10 10:15:36 main:574] : INFO : Epoch 1704 | loss: 0.0312116 | val_loss: 0.0312144 | Time: 2229.25 ms
[2022-04-10 10:15:38 main:574] : INFO : Epoch 1705 | loss: 0.0312133 | val_loss: 0.0312173 | Time: 2212.4 ms
[2022-04-10 10:15:41 main:574] : INFO : Epoch 1706 | loss: 0.0312171 | val_loss: 0.0312146 | Time: 2195.59 ms
[2022-04-10 10:15:43 main:574] : INFO : Epoch 1707 | loss: 0.0312125 | val_loss: 0.0312142 | Time: 2214.28 ms
[2022-04-10 10:15:45 main:574] : INFO : Epoch 1708 | loss: 0.0312114 | val_loss: 0.0312162 | Time: 2221.77 ms
[2022-04-10 10:15:47 main:574] : INFO : Epoch 1709 | loss: 0.0312129 | val_loss: 0.0312132 | Time: 2250.43 ms
[2022-04-10 10:15:49 main:574] : INFO : Epoch 1710 | loss: 0.031214 | val_loss: 0.0312137 | Time: 2195.77 ms
[2022-04-10 10:15:52 main:574] : INFO : Epoch 1711 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 2241.3 ms
[2022-04-10 10:15:54 main:574] : INFO : Epoch 1712 | loss: 0.0312096 | val_loss: 0.0312161 | Time: 2197.77 ms
[2022-04-10 10:15:56 main:574] : INFO : Epoch 1713 | loss: 0.0312107 | val_loss: 0.0312137 | Time: 2211.47 ms
[2022-04-10 10:15:58 main:574] : INFO : Epoch 1714 | loss: 0.0312141 | val_loss: 0.0312134 | Time: 2247.58 ms
[2022-04-10 10:16:01 main:574] : INFO : Epoch 1715 | loss: 0.0312121 | val_loss: 0.031216 | Time: 2233.25 ms
[2022-04-10 10:16:03 main:574] : INFO : Epoch 1716 | loss: 0.0312108 | val_loss: 0.0312131 | Time: 2271.62 ms
[2022-04-10 10:16:05 main:574] : INFO : Epoch 1717 | loss: 0.0312099 | val_loss: 0.0312131 | Time: 2250.52 ms
[2022-04-10 10:16:07 main:574] : INFO : Epoch 1718 | loss: 0.0312103 | val_loss: 0.0312167 | Time: 2258.16 ms
[2022-04-10 10:16:10 main:574] : INFO : Epoch 1719 | loss: 0.031211 | val_loss: 0.0312134 | Time: 2231.2 ms
[2022-04-10 10:16:12 main:574] : INFO : Epoch 1720 | loss: 0.0312103 | val_loss: 0.0312129 | Time: 2217.48 ms
[2022-04-10 10:16:14 main:574] : INFO : Epoch 1721 | loss: 0.0312098 | val_loss: 0.0312131 | Time: 2220.1 ms
[2022-04-10 10:16:16 main:574] : INFO : Epoch 1722 | loss: 0.0312107 | val_loss: 0.0312141 | Time: 2260.18 ms
[2022-04-10 10:16:19 main:574] : INFO : Epoch 1723 | loss: 0.0312104 | val_loss: 0.0312129 | Time: 2191.44 ms
[2022-04-10 10:16:21 main:574] : INFO : Epoch 1724 | loss: 0.0312102 | val_loss: 0.0312185 | Time: 2211.48 ms
[2022-04-10 10:16:23 main:574] : INFO : Epoch 1725 | loss: 0.0312123 | val_loss: 0.0312181 | Time: 2216.37 ms
[2022-04-10 10:16:25 main:574] : INFO : Epoch 1726 | loss: 0.0312109 | val_loss: 0.0312125 | Time: 2264.01 ms
[2022-04-10 10:16:28 main:574] : INFO : Epoch 1727 | loss: 0.0312109 | val_loss: 0.0312138 | Time: 2313.54 ms
[2022-04-10 10:16:30 main:574] : INFO : Epoch 1728 | loss: 0.0312103 | val_loss: 0.0312135 | Time: 2204.59 ms
[2022-04-10 10:16:32 main:574] : INFO : Epoch 1729 | loss: 0.0312118 | val_loss: 0.031213 | Time: 2253.54 ms
[2022-04-10 10:16:34 main:574] : INFO : Epoch 1730 | loss: 0.0312115 | val_loss: 0.0312155 | Time: 2219.59 ms
[2022-04-10 10:16:37 main:574] : INFO : Epoch 1731 | loss: 0.0312114 | val_loss: 0.0312133 | Time: 2239.51 ms
[2022-04-10 10:16:39 main:574] : INFO : Epoch 1732 | loss: 0.0312098 | val_loss: 0.0312128 | Time: 2229.27 ms
[2022-04-10 10:16:41 main:574] : INFO : Epoch 1733 | loss: 0.0312098 | val_loss: 0.0312126 | Time: 2226.91 ms
[2022-04-10 10:16:43 main:574] : INFO : Epoch 1734 | loss: 0.0312097 | val_loss: 0.0312133 | Time: 2234.2 ms
[2022-04-10 10:16:46 main:574] : INFO : Epoch 1735 | loss: 0.0312097 | val_loss: 0.0312128 | Time: 2258.07 ms
[2022-04-10 10:16:48 main:574] : INFO : Epoch 1736 | loss: 0.03121 | val_loss: 0.0312132 | Time: 2206.38 ms
[2022-04-10 10:16:50 main:574] : INFO : Epoch 1737 | loss: 0.0312105 | val_loss: 0.0312207 | Time: 2213.89 ms
[2022-04-10 10:16:52 main:574] : INFO : Epoch 1738 | loss: 0.0312109 | val_loss: 0.0312126 | Time: 2219.64 ms
[2022-04-10 10:16:55 main:574] : INFO : Epoch 1739 | loss: 0.0312106 | val_loss: 0.0312128 | Time: 2227.1 ms
[2022-04-10 10:16:57 main:574] : INFO : Epoch 1740 | loss: 0.0312107 | val_loss: 0.0312159 | Time: 2252.25 ms
[2022-04-10 10:16:59 main:574] : INFO : Epoch 1741 | loss: 0.0312135 | val_loss: 0.0312229 | Time: 2242.62 ms
[2022-04-10 10:17:01 main:574] : INFO : Epoch 1742 | loss: 0.0312135 | val_loss: 0.0312147 | Time: 2274.68 ms
[2022-04-10 10:17:04 main:574] : INFO : Epoch 1743 | loss: 0.0312112 | val_loss: 0.031213 | Time: 2232.04 ms
[2022-04-10 10:17:06 main:574] : INFO : Epoch 1744 | loss: 0.0312098 | val_loss: 0.0312136 | Time: 2277.59 ms
[2022-04-10 10:17:08 main:574] : INFO : Epoch 1745 | loss: 0.0312117 | val_loss: 0.0312208 | Time: 2214.48 ms
[2022-04-10 10:17:10 main:574] : INFO : Epoch 1746 | loss: 0.0312141 | val_loss: 0.0312185 | Time: 2212.53 ms
[2022-04-10 10:17:13 main:574] : INFO : Epoch 1747 | loss: 0.0312115 | val_loss: 0.0312152 | Time: 2198.38 ms
[2022-04-10 10:17:15 main:574] : INFO : Epoch 1748 | loss: 0.0312129 | val_loss: 0.0312174 | Time: 2216.1 ms
[2022-04-10 10:17:17 main:574] : INFO : Epoch 1749 | loss: 0.031213 | val_loss: 0.0312213 | Time: 2245.86 ms
[2022-04-10 10:17:19 main:574] : INFO : Epoch 1750 | loss: 0.0312111 | val_loss: 0.0312159 | Time: 2210.95 ms
[2022-04-10 10:17:21 main:574] : INFO : Epoch 1751 | loss: 0.0312108 | val_loss: 0.0312134 | Time: 2204.34 ms
[2022-04-10 10:17:24 main:574] : INFO : Epoch 1752 | loss: 0.0312115 | val_loss: 0.0312184 | Time: 2207.94 ms
[2022-04-10 10:17:26 main:574] : INFO : Epoch 1753 | loss: 0.0312144 | val_loss: 0.0312132 | Time: 2183.43 ms
[2022-04-10 10:17:28 main:574] : INFO : Epoch 1754 | loss: 0.0312159 | val_loss: 0.0312191 | Time: 2233.59 ms
[2022-04-10 10:17:30 main:574] : INFO : Epoch 1755 | loss: 0.0312149 | val_loss: 0.0312247 | Time: 2212.14 ms
[2022-04-10 10:17:33 main:574] : INFO : Epoch 1756 | loss: 0.0312131 | val_loss: 0.0312161 | Time: 2219.53 ms
[2022-04-10 10:17:35 main:574] : INFO : Epoch 1757 | loss: 0.031211 | val_loss: 0.0312138 | Time: 2219.39 ms
[2022-04-10 10:17:37 main:574] : INFO : Epoch 1758 | loss: 0.0312115 | val_loss: 0.0312128 | Time: 2278.39 ms
[2022-04-10 10:17:39 main:574] : INFO : Epoch 1759 | loss: 0.0312109 | val_loss: 0.0312159 | Time: 2238.47 ms
[2022-04-10 10:17:42 main:574] : INFO : Epoch 1760 | loss: 0.0312118 | val_loss: 0.0312137 | Time: 2218.08 ms
[2022-04-10 10:17:44 main:574] : INFO : Epoch 1761 | loss: 0.0312105 | val_loss: 0.0312158 | Time: 2218.01 ms
[2022-04-10 10:17:46 main:574] : INFO : Epoch 1762 | loss: 0.031212 | val_loss: 0.0312195 | Time: 2219.03 ms
[2022-04-10 10:17:48 main:574] : INFO : Epoch 1763 | loss: 0.0312127 | val_loss: 0.0312134 | Time: 2269.52 ms
[2022-04-10 10:17:51 main:574] : INFO : Epoch 1764 | loss: 0.0312097 | val_loss: 0.0312128 | Time: 2247 ms
[2022-04-10 10:17:53 main:574] : INFO : Epoch 1765 | loss: 0.0312099 | val_loss: 0.0312129 | Time: 2195.25 ms
[2022-04-10 10:17:55 main:574] : INFO : Epoch 1766 | loss: 0.0312101 | val_loss: 0.0312132 | Time: 2200.47 ms
[2022-04-10 10:17:57 main:574] : INFO : Epoch 1767 | loss: 0.0312104 | val_loss: 0.0312133 | Time: 2269.68 ms
[2022-04-10 10:18:00 main:574] : INFO : Epoch 1768 | loss: 0.031211 | val_loss: 0.0312128 | Time: 2207.73 ms
[2022-04-10 10:18:02 main:574] : INFO : Epoch 1769 | loss: 0.0312102 | val_loss: 0.0312139 | Time: 2262.11 ms
[2022-04-10 10:18:04 main:574] : INFO : Epoch 1770 | loss: 0.0312104 | val_loss: 0.0312126 | Time: 2255.07 ms
[2022-04-10 10:18:06 main:574] : INFO : Epoch 1771 | loss: 0.0312102 | val_loss: 0.0312136 | Time: 2200.72 ms
[2022-04-10 10:18:08 main:574] : INFO : Epoch 1772 | loss: 0.0312112 | val_loss: 0.0312129 | Time: 2186.26 ms
[2022-04-10 10:18:11 main:574] : INFO : Epoch 1773 | loss: 0.0312104 | val_loss: 0.0312137 | Time: 2203.24 ms
[2022-04-10 10:18:13 main:574] : INFO : Epoch 1774 | loss: 0.0312102 | val_loss: 0.0312133 | Time: 2237.85 ms
[2022-04-10 10:18:15 main:574] : INFO : Epoch 1775 | loss: 0.0312098 | val_loss: 0.0312133 | Time: 2219.64 ms
[2022-04-10 10:18:17 main:574] : INFO : Epoch 1776 | loss: 0.0312106 | val_loss: 0.0312135 | Time: 2287.15 ms
[2022-04-10 10:18:20 main:574] : INFO : Epoch 1777 | loss: 0.0312098 | val_loss: 0.0312125 | Time: 2191.87 ms
[2022-04-10 10:18:22 main:574] : INFO : Epoch 1778 | loss: 0.0312102 | val_loss: 0.0312131 | Time: 2194.96 ms
[2022-04-10 10:18:24 main:574] : INFO : Epoch 1779 | loss: 0.0312108 | val_loss: 0.031216 | Time: 2219.92 ms
[2022-04-10 10:18:26 main:574] : INFO : Epoch 1780 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 2222.75 ms
[2022-04-10 10:18:29 main:574] : INFO : Epoch 1781 | loss: 0.0312119 | val_loss: 0.0312162 | Time: 2257.74 ms
[2022-04-10 10:18:31 main:574] : INFO : Epoch 1782 | loss: 0.031211 | val_loss: 0.0312128 | Time: 2204.54 ms
[2022-04-10 10:18:33 main:574] : INFO : Epoch 1783 | loss: 0.0312111 | val_loss: 0.0312127 | Time: 2250.15 ms
[2022-04-10 10:18:35 main:574] : INFO : Epoch 1784 | loss: 0.0312109 | val_loss: 0.0312127 | Time: 2196.27 ms
[2022-04-10 10:18:38 main:574] : INFO : Epoch 1785 | loss: 0.0312106 | val_loss: 0.0312156 | Time: 2251.09 ms
[2022-04-10 10:18:40 main:574] : INFO : Epoch 1786 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 2227.99 ms
[2022-04-10 10:18:42 main:574] : INFO : Epoch 1787 | loss: 0.0312116 | val_loss: 0.0312126 | Time: 2230.55 ms
[2022-04-10 10:18:44 main:574] : INFO : Epoch 1788 | loss: 0.0312107 | val_loss: 0.0312133 | Time: 2305.35 ms
[2022-04-10 10:18:47 main:574] : INFO : Epoch 1789 | loss: 0.0312096 | val_loss: 0.0312126 | Time: 2237.58 ms
[2022-04-10 10:18:49 main:574] : INFO : Epoch 1790 | loss: 0.0312097 | val_loss: 0.0312168 | Time: 2235.69 ms
[2022-04-10 10:18:51 main:574] : INFO : Epoch 1791 | loss: 0.0312123 | val_loss: 0.0312127 | Time: 2208.9 ms
[2022-04-10 10:18:53 main:574] : INFO : Epoch 1792 | loss: 0.0312097 | val_loss: 0.0312128 | Time: 2191.88 ms
[2022-04-10 10:18:56 main:574] : INFO : Epoch 1793 | loss: 0.0312098 | val_loss: 0.0312126 | Time: 2234.96 ms
[2022-04-10 10:18:58 main:574] : INFO : Epoch 1794 | loss: 0.0312111 | val_loss: 0.0312139 | Time: 2281.53 ms
[2022-04-10 10:19:00 main:574] : INFO : Epoch 1795 | loss: 0.0312105 | val_loss: 0.0312129 | Time: 2258.6 ms
[2022-04-10 10:19:02 main:574] : INFO : Epoch 1796 | loss: 0.0312103 | val_loss: 0.031213 | Time: 2278.21 ms
[2022-04-10 10:19:05 main:574] : INFO : Epoch 1797 | loss: 0.0312114 | val_loss: 0.031213 | Time: 2243.1 ms
[2022-04-10 10:19:07 main:574] : INFO : Epoch 1798 | loss: 0.0312102 | val_loss: 0.031213 | Time: 2208.59 ms
[2022-04-10 10:19:09 main:574] : INFO : Epoch 1799 | loss: 0.0312102 | val_loss: 0.0312141 | Time: 2215.45 ms
[2022-04-10 10:19:11 main:574] : INFO : Epoch 1800 | loss: 0.0312102 | val_loss: 0.0312125 | Time: 2250.59 ms
[2022-04-10 10:19:14 main:574] : INFO : Epoch 1801 | loss: 0.0312097 | val_loss: 0.0312128 | Time: 2225.81 ms
[2022-04-10 10:19:16 main:574] : INFO : Epoch 1802 | loss: 0.0312101 | val_loss: 0.0312127 | Time: 2272.9 ms
[2022-04-10 10:19:18 main:574] : INFO : Epoch 1803 | loss: 0.0312111 | val_loss: 0.0312129 | Time: 2208.74 ms
[2022-04-10 10:19:20 main:574] : INFO : Epoch 1804 | loss: 0.0312111 | val_loss: 0.0312152 | Time: 2222.76 ms
[2022-04-10 10:19:23 main:574] : INFO : Epoch 1805 | loss: 0.0312107 | val_loss: 0.031213 | Time: 2214.28 ms
[2022-04-10 10:19:25 main:574] : INFO : Epoch 1806 | loss: 0.0312118 | val_loss: 0.0312125 | Time: 2215.68 ms
[2022-04-10 10:19:27 main:574] : INFO : Epoch 1807 | loss: 0.031211 | val_loss: 0.0312141 | Time: 2226.72 ms
[2022-04-10 10:19:29 main:574] : INFO : Epoch 1808 | loss: 0.0312105 | val_loss: 0.0312189 | Time: 2220.7 ms
[2022-04-10 10:19:32 main:574] : INFO : Epoch 1809 | loss: 0.0312125 | val_loss: 0.0312144 | Time: 2273.3 ms
[2022-04-10 10:19:34 main:574] : INFO : Epoch 1810 | loss: 0.0312118 | val_loss: 0.0312127 | Time: 2214.1 ms
[2022-04-10 10:19:36 main:574] : INFO : Epoch 1811 | loss: 0.0312116 | val_loss: 0.0312131 | Time: 2189.94 ms
[2022-04-10 10:19:38 main:574] : INFO : Epoch 1812 | loss: 0.03121 | val_loss: 0.0312129 | Time: 2239.77 ms
[2022-04-10 10:19:40 main:574] : INFO : Epoch 1813 | loss: 0.03121 | val_loss: 0.0312128 | Time: 2227.09 ms
[2022-04-10 10:19:43 main:574] : INFO : Epoch 1814 | loss: 0.0312101 | val_loss: 0.031214 | Time: 2224.83 ms
[2022-04-10 10:19:45 main:574] : INFO : Epoch 1815 | loss: 0.0312104 | val_loss: 0.031214 | Time: 2249.34 ms
[2022-04-10 10:19:47 main:574] : INFO : Epoch 1816 | loss: 0.03121 | val_loss: 0.0312135 | Time: 2218.7 ms
[2022-04-10 10:19:49 main:574] : INFO : Epoch 1817 | loss: 0.0312101 | val_loss: 0.0312158 | Time: 2233.86 ms
[2022-04-10 10:19:52 main:574] : INFO : Epoch 1818 | loss: 0.0312118 | val_loss: 0.0312142 | Time: 2253.5 ms
[2022-04-10 10:19:54 main:574] : INFO : Epoch 1819 | loss: 0.0312102 | val_loss: 0.0312125 | Time: 2226.36 ms
[2022-04-10 10:19:56 main:574] : INFO : Epoch 1820 | loss: 0.0312098 | val_loss: 0.0312142 | Time: 2196.13 ms
[2022-04-10 10:19:58 main:574] : INFO : Epoch 1821 | loss: 0.0312103 | val_loss: 0.0312201 | Time: 2236.07 ms
[2022-04-10 10:20:01 main:574] : INFO : Epoch 1822 | loss: 0.0312129 | val_loss: 0.0312133 | Time: 2249.25 ms
[2022-04-10 10:20:03 main:574] : INFO : Epoch 1823 | loss: 0.0312106 | val_loss: 0.0312147 | Time: 2264.91 ms
[2022-04-10 10:20:05 main:574] : INFO : Epoch 1824 | loss: 0.0312114 | val_loss: 0.0312146 | Time: 2213.65 ms
[2022-04-10 10:20:07 main:574] : INFO : Epoch 1825 | loss: 0.0312105 | val_loss: 0.0312126 | Time: 2246.86 ms
[2022-04-10 10:20:10 main:574] : INFO : Epoch 1826 | loss: 0.0312129 | val_loss: 0.031213 | Time: 2249.41 ms
[2022-04-10 10:20:12 main:574] : INFO : Epoch 1827 | loss: 0.0312133 | val_loss: 0.0312143 | Time: 2247.98 ms
[2022-04-10 10:20:14 main:574] : INFO : Epoch 1828 | loss: 0.03121 | val_loss: 0.0312131 | Time: 2194.34 ms
[2022-04-10 10:20:16 main:574] : INFO : Epoch 1829 | loss: 0.0312101 | val_loss: 0.0312125 | Time: 2247 ms
[2022-04-10 10:20:19 main:574] : INFO : Epoch 1830 | loss: 0.0312095 | val_loss: 0.0312129 | Time: 2226.75 ms
[2022-04-10 10:20:21 main:574] : INFO : Epoch 1831 | loss: 0.0312095 | val_loss: 0.031213 | Time: 2209.58 ms
[2022-04-10 10:20:23 main:574] : INFO : Epoch 1832 | loss: 0.0312097 | val_loss: 0.0312147 | Time: 2205.48 ms
[2022-04-10 10:20:25 main:574] : INFO : Epoch 1833 | loss: 0.0312102 | val_loss: 0.0312124 | Time: 2288.47 ms
[2022-04-10 10:20:28 main:574] : INFO : Epoch 1834 | loss: 0.031211 | val_loss: 0.0312133 | Time: 2253.71 ms
[2022-04-10 10:20:30 main:574] : INFO : Epoch 1835 | loss: 0.0312102 | val_loss: 0.0312125 | Time: 2219.52 ms
[2022-04-10 10:20:32 main:574] : INFO : Epoch 1836 | loss: 0.0312098 | val_loss: 0.031213 | Time: 2263.43 ms
[2022-04-10 10:20:34 main:574] : INFO : Epoch 1837 | loss: 0.0312115 | val_loss: 0.0312176 | Time: 2231.42 ms
[2022-04-10 10:20:37 main:574] : INFO : Epoch 1838 | loss: 0.0312102 | val_loss: 0.0312142 | Time: 2225.65 ms
[2022-04-10 10:20:39 main:574] : INFO : Epoch 1839 | loss: 0.0312097 | val_loss: 0.0312134 | Time: 2256.88 ms
[2022-04-10 10:20:41 main:574] : INFO : Epoch 1840 | loss: 0.0312111 | val_loss: 0.0312152 | Time: 2207.95 ms
[2022-04-10 10:20:43 main:574] : INFO : Epoch 1841 | loss: 0.0312111 | val_loss: 0.0312127 | Time: 2177.56 ms
[2022-04-10 10:20:46 main:574] : INFO : Epoch 1842 | loss: 0.0312101 | val_loss: 0.0312127 | Time: 2261.93 ms
[2022-04-10 10:20:48 main:574] : INFO : Epoch 1843 | loss: 0.0312104 | val_loss: 0.0312129 | Time: 2248.22 ms
[2022-04-10 10:20:50 main:574] : INFO : Epoch 1844 | loss: 0.0312114 | val_loss: 0.0312131 | Time: 2240.45 ms
[2022-04-10 10:20:52 main:574] : INFO : Epoch 1845 | loss: 0.0312115 | val_loss: 0.031214 | Time: 2218.47 ms
[2022-04-10 10:20:55 main:574] : INFO : Epoch 1846 | loss: 0.0312138 | val_loss: 0.0312142 | Time: 2238.07 ms
[2022-04-10 10:20:57 main:574] : INFO : Epoch 1847 | loss: 0.0312112 | val_loss: 0.0312135 | Time: 2200.12 ms
[2022-04-10 10:20:59 main:574] : INFO : Epoch 1848 | loss: 0.0312098 | val_loss: 0.0312132 | Time: 2213.07 ms
[2022-04-10 10:21:01 main:574] : INFO : Epoch 1849 | loss: 0.0312099 | val_loss: 0.0312138 | Time: 2289.16 ms
[2022-04-10 10:21:04 main:574] : INFO : Epoch 1850 | loss: 0.0312102 | val_loss: 0.0312126 | Time: 2303.35 ms
[2022-04-10 10:21:06 main:574] : INFO : Epoch 1851 | loss: 0.0312109 | val_loss: 0.0312142 | Time: 2308.44 ms
[2022-04-10 10:21:08 main:574] : INFO : Epoch 1852 | loss: 0.0312101 | val_loss: 0.0312133 | Time: 2246.35 ms
[2022-04-10 10:21:10 main:574] : INFO : Epoch 1853 | loss: 0.0312107 | val_loss: 0.0312129 | Time: 2213.94 ms
[2022-04-10 10:21:13 main:574] : INFO : Epoch 1854 | loss: 0.0312123 | val_loss: 0.0312127 | Time: 2212.82 ms
[2022-04-10 10:21:15 main:574] : INFO : Epoch 1855 | loss: 0.0312098 | val_loss: 0.0312127 | Time: 2205.46 ms
[2022-04-10 10:21:17 main:574] : INFO : Epoch 1856 | loss: 0.0312099 | val_loss: 0.0312137 | Time: 2215.68 ms
[2022-04-10 10:21:19 main:574] : INFO : Epoch 1857 | loss: 0.0312102 | val_loss: 0.0312132 | Time: 2262.96 ms
[2022-04-10 10:21:22 main:574] : INFO : Epoch 1858 | loss: 0.0312096 | val_loss: 0.0312127 | Time: 2247.08 ms
[2022-04-10 10:21:24 main:574] : INFO : Epoch 1859 | loss: 0.0312098 | val_loss: 0.0312145 | Time: 2242.33 ms
[2022-04-10 10:21:26 main:574] : INFO : Epoch 1860 | loss: 0.0312096 | val_loss: 0.0312149 | Time: 2210.33 ms
[2022-04-10 10:21:28 main:574] : INFO : Epoch 1861 | loss: 0.0312123 | val_loss: 0.0312133 | Time: 2199.55 ms
[2022-04-10 10:21:31 main:574] : INFO : Epoch 1862 | loss: 0.0312106 | val_loss: 0.0312125 | Time: 2185.99 ms
[2022-04-10 10:21:33 main:574] : INFO : Epoch 1863 | loss: 0.031211 | val_loss: 0.0312128 | Time: 2210.99 ms
[2022-04-10 10:21:35 main:574] : INFO : Epoch 1864 | loss: 0.03121 | val_loss: 0.0312128 | Time: 2200.72 ms
[2022-04-10 10:21:37 main:574] : INFO : Epoch 1865 | loss: 0.0312109 | val_loss: 0.0312145 | Time: 2248.58 ms
[2022-04-10 10:21:39 main:574] : INFO : Epoch 1866 | loss: 0.031211 | val_loss: 0.0312133 | Time: 2238.41 ms
[2022-04-10 10:21:42 main:574] : INFO : Epoch 1867 | loss: 0.0312139 | val_loss: 0.0312133 | Time: 2205.89 ms
[2022-04-10 10:21:44 main:574] : INFO : Epoch 1868 | loss: 0.0312104 | val_loss: 0.0312123 | Time: 2260.75 ms
[2022-04-10 10:21:46 main:574] : INFO : Epoch 1869 | loss: 0.0312106 | val_loss: 0.0312124 | Time: 2226.85 ms
[2022-04-10 10:21:48 main:574] : INFO : Epoch 1870 | loss: 0.0312096 | val_loss: 0.0312121 | Time: 2214.26 ms
[2022-04-10 10:21:51 main:574] : INFO : Epoch 1871 | loss: 0.03121 | val_loss: 0.0312125 | Time: 2206.44 ms
[2022-04-10 10:21:53 main:574] : INFO : Epoch 1872 | loss: 0.0312099 | val_loss: 0.0312129 | Time: 2227.78 ms
[2022-04-10 10:21:55 main:574] : INFO : Epoch 1873 | loss: 0.0312101 | val_loss: 0.0312125 | Time: 2246.34 ms
[2022-04-10 10:21:57 main:574] : INFO : Epoch 1874 | loss: 0.0312115 | val_loss: 0.0312124 | Time: 2233.91 ms
[2022-04-10 10:22:00 main:574] : INFO : Epoch 1875 | loss: 0.0312093 | val_loss: 0.0312128 | Time: 2299.81 ms
[2022-04-10 10:22:02 main:574] : INFO : Epoch 1876 | loss: 0.0312108 | val_loss: 0.0312142 | Time: 2236.51 ms
[2022-04-10 10:22:04 main:574] : INFO : Epoch 1877 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 2267.45 ms
[2022-04-10 10:22:06 main:574] : INFO : Epoch 1878 | loss: 0.0312099 | val_loss: 0.0312126 | Time: 2240.94 ms
[2022-04-10 10:22:09 main:574] : INFO : Epoch 1879 | loss: 0.0312107 | val_loss: 0.0312126 | Time: 2245.4 ms
[2022-04-10 10:22:11 main:574] : INFO : Epoch 1880 | loss: 0.0312101 | val_loss: 0.0312125 | Time: 2288.57 ms
[2022-04-10 10:22:13 main:574] : INFO : Epoch 1881 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 2265.91 ms
[2022-04-10 10:22:16 main:574] : INFO : Epoch 1882 | loss: 0.0312128 | val_loss: 0.0312192 | Time: 2232.04 ms
[2022-04-10 10:22:18 main:574] : INFO : Epoch 1883 | loss: 0.0312123 | val_loss: 0.0312127 | Time: 2225.08 ms
[2022-04-10 10:22:20 main:574] : INFO : Epoch 1884 | loss: 0.0312102 | val_loss: 0.0312132 | Time: 2218.5 ms
[2022-04-10 10:22:22 main:574] : INFO : Epoch 1885 | loss: 0.0312105 | val_loss: 0.0312129 | Time: 2270.54 ms
[2022-04-10 10:22:25 main:574] : INFO : Epoch 1886 | loss: 0.031212 | val_loss: 0.0312136 | Time: 2251.88 ms
[2022-04-10 10:22:27 main:574] : INFO : Epoch 1887 | loss: 0.0312098 | val_loss: 0.0312165 | Time: 2256.3 ms
[2022-04-10 10:22:29 main:574] : INFO : Epoch 1888 | loss: 0.0312111 | val_loss: 0.0312126 | Time: 2203.65 ms
[2022-04-10 10:22:31 main:574] : INFO : Epoch 1889 | loss: 0.0312099 | val_loss: 0.0312134 | Time: 2299.42 ms
[2022-04-10 10:22:34 main:574] : INFO : Epoch 1890 | loss: 0.0312095 | val_loss: 0.0312157 | Time: 2233.96 ms
[2022-04-10 10:22:36 main:574] : INFO : Epoch 1891 | loss: 0.0312108 | val_loss: 0.0312139 | Time: 2232.53 ms
[2022-04-10 10:22:38 main:574] : INFO : Epoch 1892 | loss: 0.0312101 | val_loss: 0.031213 | Time: 2244.64 ms
[2022-04-10 10:22:40 main:574] : INFO : Epoch 1893 | loss: 0.03121 | val_loss: 0.0312155 | Time: 2280.48 ms
[2022-04-10 10:22:43 main:574] : INFO : Epoch 1894 | loss: 0.0312105 | val_loss: 0.0312146 | Time: 2236.84 ms
[2022-04-10 10:22:45 main:574] : INFO : Epoch 1895 | loss: 0.0312117 | val_loss: 0.0312143 | Time: 2233.67 ms
[2022-04-10 10:22:47 main:574] : INFO : Epoch 1896 | loss: 0.0312103 | val_loss: 0.0312123 | Time: 2314.06 ms
[2022-04-10 10:22:49 main:574] : INFO : Epoch 1897 | loss: 0.0312097 | val_loss: 0.0312128 | Time: 2309.75 ms
[2022-04-10 10:22:52 main:574] : INFO : Epoch 1898 | loss: 0.0312104 | val_loss: 0.0312158 | Time: 2271.51 ms
[2022-04-10 10:22:54 main:574] : INFO : Epoch 1899 | loss: 0.0312122 | val_loss: 0.0312127 | Time: 2361.49 ms
[2022-04-10 10:22:56 main:574] : INFO : Epoch 1900 | loss: 0.0312105 | val_loss: 0.0312144 | Time: 2270.53 ms
[2022-04-10 10:22:59 main:574] : INFO : Epoch 1901 | loss: 0.0312095 | val_loss: 0.0312124 | Time: 2250.88 ms
[2022-04-10 10:23:01 main:574] : INFO : Epoch 1902 | loss: 0.0312092 | val_loss: 0.0312123 | Time: 2283.85 ms
[2022-04-10 10:23:03 main:574] : INFO : Epoch 1903 | loss: 0.0312095 | val_loss: 0.0312126 | Time: 2274.89 ms
[2022-04-10 10:23:06 main:574] : INFO : Epoch 1904 | loss: 0.0312105 | val_loss: 0.0312142 | Time: 2253.07 ms
[2022-04-10 10:23:08 main:574] : INFO : Epoch 1905 | loss: 0.0312118 | val_loss: 0.0312187 | Time: 2230.85 ms
[2022-04-10 10:23:10 main:574] : INFO : Epoch 1906 | loss: 0.0312255 | val_loss: 0.0312289 | Time: 2228.6 ms
[2022-04-10 10:23:12 main:574] : INFO : Epoch 1907 | loss: 0.037333 | val_loss: 0.0528009 | Time: 2241.59 ms
[2022-04-10 10:23:15 main:574] : INFO : Epoch 1908 | loss: 0.0343728 | val_loss: 0.0321782 | Time: 2253.51 ms
[2022-04-10 10:23:17 main:574] : INFO : Epoch 1909 | loss: 0.031595 | val_loss: 0.0313527 | Time: 2227.12 ms
[2022-04-10 10:23:19 main:574] : INFO : Epoch 1910 | loss: 0.0312816 | val_loss: 0.0312551 | Time: 2239.76 ms
[2022-04-10 10:23:21 main:574] : INFO : Epoch 1911 | loss: 0.0312315 | val_loss: 0.0312244 | Time: 2317.91 ms
[2022-04-10 10:23:24 main:574] : INFO : Epoch 1912 | loss: 0.0312173 | val_loss: 0.0312189 | Time: 2267.47 ms
[2022-04-10 10:23:26 main:574] : INFO : Epoch 1913 | loss: 0.031214 | val_loss: 0.0312159 | Time: 2235.21 ms
[2022-04-10 10:23:28 main:574] : INFO : Epoch 1914 | loss: 0.0312125 | val_loss: 0.0312151 | Time: 2200.12 ms
[2022-04-10 10:23:30 main:574] : INFO : Epoch 1915 | loss: 0.031212 | val_loss: 0.031215 | Time: 2255.91 ms
[2022-04-10 10:23:33 main:574] : INFO : Epoch 1916 | loss: 0.0312129 | val_loss: 0.0312148 | Time: 2246.76 ms
[2022-04-10 10:23:35 main:574] : INFO : Epoch 1917 | loss: 0.0312118 | val_loss: 0.0312143 | Time: 2243.55 ms
[2022-04-10 10:23:37 main:574] : INFO : Epoch 1918 | loss: 0.0312126 | val_loss: 0.0312185 | Time: 2239.16 ms
[2022-04-10 10:23:39 main:574] : INFO : Epoch 1919 | loss: 0.0312118 | val_loss: 0.0312137 | Time: 2279.04 ms
[2022-04-10 10:23:42 main:574] : INFO : Epoch 1920 | loss: 0.0312115 | val_loss: 0.0312134 | Time: 2226.27 ms
[2022-04-10 10:23:44 main:574] : INFO : Epoch 1921 | loss: 0.0312114 | val_loss: 0.0312141 | Time: 2210.31 ms
[2022-04-10 10:23:46 main:574] : INFO : Epoch 1922 | loss: 0.0312111 | val_loss: 0.0312133 | Time: 2308.85 ms
[2022-04-10 10:23:48 main:574] : INFO : Epoch 1923 | loss: 0.0312105 | val_loss: 0.0312135 | Time: 2230.45 ms
[2022-04-10 10:23:51 main:574] : INFO : Epoch 1924 | loss: 0.0312107 | val_loss: 0.0312139 | Time: 2241.67 ms
[2022-04-10 10:23:53 main:574] : INFO : Epoch 1925 | loss: 0.0312111 | val_loss: 0.0312142 | Time: 2234.77 ms
[2022-04-10 10:23:55 main:574] : INFO : Epoch 1926 | loss: 0.0312115 | val_loss: 0.0312133 | Time: 2278.8 ms
[2022-04-10 10:23:57 main:574] : INFO : Epoch 1927 | loss: 0.0312119 | val_loss: 0.0312149 | Time: 2244.73 ms
[2022-04-10 10:24:00 main:574] : INFO : Epoch 1928 | loss: 0.0312114 | val_loss: 0.0312143 | Time: 2250.24 ms
[2022-04-10 10:24:02 main:574] : INFO : Epoch 1929 | loss: 0.0312109 | val_loss: 0.031213 | Time: 2224.66 ms
[2022-04-10 10:24:04 main:574] : INFO : Epoch 1930 | loss: 0.0312102 | val_loss: 0.0312143 | Time: 2246.89 ms
[2022-04-10 10:24:06 main:574] : INFO : Epoch 1931 | loss: 0.0312105 | val_loss: 0.0312134 | Time: 2248.59 ms
[2022-04-10 10:24:09 main:574] : INFO : Epoch 1932 | loss: 0.0312102 | val_loss: 0.0312132 | Time: 2250.42 ms
[2022-04-10 10:24:11 main:574] : INFO : Epoch 1933 | loss: 0.0312108 | val_loss: 0.0312138 | Time: 2191.48 ms
[2022-04-10 10:24:13 main:574] : INFO : Epoch 1934 | loss: 0.0312104 | val_loss: 0.0312131 | Time: 2247.12 ms
[2022-04-10 10:24:15 main:574] : INFO : Epoch 1935 | loss: 0.0312102 | val_loss: 0.0312137 | Time: 2240.58 ms
[2022-04-10 10:24:18 main:574] : INFO : Epoch 1936 | loss: 0.0312103 | val_loss: 0.0312129 | Time: 2220.19 ms
[2022-04-10 10:24:20 main:574] : INFO : Epoch 1937 | loss: 0.0312109 | val_loss: 0.0312142 | Time: 2229.1 ms
[2022-04-10 10:24:22 main:574] : INFO : Epoch 1938 | loss: 0.03121 | val_loss: 0.0312131 | Time: 2329.26 ms
[2022-04-10 10:24:25 main:574] : INFO : Epoch 1939 | loss: 0.0312102 | val_loss: 0.0312128 | Time: 2257.21 ms
[2022-04-10 10:24:27 main:574] : INFO : Epoch 1940 | loss: 0.0312106 | val_loss: 0.0312128 | Time: 2241.72 ms
[2022-04-10 10:24:29 main:574] : INFO : Epoch 1941 | loss: 0.0312097 | val_loss: 0.0312126 | Time: 2294.83 ms
[2022-04-10 10:24:31 main:574] : INFO : Epoch 1942 | loss: 0.0312101 | val_loss: 0.0312132 | Time: 2264.09 ms
[2022-04-10 10:24:34 main:574] : INFO : Epoch 1943 | loss: 0.0312102 | val_loss: 0.0312128 | Time: 2265.01 ms
[2022-04-10 10:24:36 main:574] : INFO : Epoch 1944 | loss: 0.0312101 | val_loss: 0.0312133 | Time: 2258.45 ms
[2022-04-10 10:24:38 main:574] : INFO : Epoch 1945 | loss: 0.0312103 | val_loss: 0.0312147 | Time: 2248.48 ms
[2022-04-10 10:24:41 main:574] : INFO : Epoch 1946 | loss: 0.0312102 | val_loss: 0.0312127 | Time: 2308.18 ms
[2022-04-10 10:24:43 main:574] : INFO : Epoch 1947 | loss: 0.0312098 | val_loss: 0.031213 | Time: 2274.39 ms
[2022-04-10 10:24:45 main:574] : INFO : Epoch 1948 | loss: 0.0312099 | val_loss: 0.0312135 | Time: 2272.94 ms
[2022-04-10 10:24:47 main:574] : INFO : Epoch 1949 | loss: 0.0312103 | val_loss: 0.0312131 | Time: 2219.96 ms
[2022-04-10 10:24:50 main:574] : INFO : Epoch 1950 | loss: 0.0312101 | val_loss: 0.0312134 | Time: 2287.97 ms
[2022-04-10 10:24:52 main:574] : INFO : Epoch 1951 | loss: 0.0312103 | val_loss: 0.031213 | Time: 2272.86 ms
[2022-04-10 10:24:54 main:574] : INFO : Epoch 1952 | loss: 0.0312104 | val_loss: 0.0312137 | Time: 2213.7 ms
[2022-04-10 10:24:56 main:574] : INFO : Epoch 1953 | loss: 0.0312102 | val_loss: 0.0312128 | Time: 2235.39 ms
[2022-04-10 10:24:59 main:574] : INFO : Epoch 1954 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 2212.95 ms
[2022-04-10 10:25:01 main:574] : INFO : Epoch 1955 | loss: 0.0312119 | val_loss: 0.0312129 | Time: 2249.18 ms
[2022-04-10 10:25:03 main:574] : INFO : Epoch 1956 | loss: 0.0312104 | val_loss: 0.0312133 | Time: 2268.69 ms
[2022-04-10 10:25:05 main:574] : INFO : Epoch 1957 | loss: 0.0312101 | val_loss: 0.0312125 | Time: 2248.76 ms
[2022-04-10 10:25:08 main:574] : INFO : Epoch 1958 | loss: 0.0312097 | val_loss: 0.0312139 | Time: 2220.26 ms
[2022-04-10 10:25:10 main:574] : INFO : Epoch 1959 | loss: 0.0312103 | val_loss: 0.031213 | Time: 2280.97 ms
[2022-04-10 10:25:12 main:574] : INFO : Epoch 1960 | loss: 0.0312098 | val_loss: 0.0312127 | Time: 2294.4 ms
[2022-04-10 10:25:14 main:574] : INFO : Epoch 1961 | loss: 0.0312101 | val_loss: 0.0312141 | Time: 2223.39 ms
[2022-04-10 10:25:17 main:574] : INFO : Epoch 1962 | loss: 0.0312105 | val_loss: 0.0312136 | Time: 2231.03 ms
[2022-04-10 10:25:19 main:574] : INFO : Epoch 1963 | loss: 0.0312101 | val_loss: 0.0312127 | Time: 2258.53 ms
[2022-04-10 10:25:21 main:574] : INFO : Epoch 1964 | loss: 0.0312096 | val_loss: 0.0312128 | Time: 2214.54 ms
[2022-04-10 10:25:23 main:574] : INFO : Epoch 1965 | loss: 0.0312099 | val_loss: 0.0312131 | Time: 2258.91 ms
[2022-04-10 10:25:26 main:574] : INFO : Epoch 1966 | loss: 0.0312105 | val_loss: 0.0312139 | Time: 2229.13 ms
[2022-04-10 10:25:28 main:574] : INFO : Epoch 1967 | loss: 0.031211 | val_loss: 0.0312128 | Time: 2211.01 ms
[2022-04-10 10:25:30 main:574] : INFO : Epoch 1968 | loss: 0.031211 | val_loss: 0.0312143 | Time: 2220.37 ms
[2022-04-10 10:25:33 main:574] : INFO : Epoch 1969 | loss: 0.0312102 | val_loss: 0.0312134 | Time: 2306.02 ms
[2022-04-10 10:25:35 main:574] : INFO : Epoch 1970 | loss: 0.0312101 | val_loss: 0.0312129 | Time: 2208.04 ms
[2022-04-10 10:25:37 main:574] : INFO : Epoch 1971 | loss: 0.0312104 | val_loss: 0.0312126 | Time: 2212.36 ms
[2022-04-10 10:25:39 main:574] : INFO : Epoch 1972 | loss: 0.0312104 | val_loss: 0.0312128 | Time: 2241.75 ms
[2022-04-10 10:25:41 main:574] : INFO : Epoch 1973 | loss: 0.0312121 | val_loss: 0.0312144 | Time: 2275.8 ms
[2022-04-10 10:25:44 main:574] : INFO : Epoch 1974 | loss: 0.03121 | val_loss: 0.0312129 | Time: 2232.52 ms
[2022-04-10 10:25:46 main:574] : INFO : Epoch 1975 | loss: 0.0312096 | val_loss: 0.0312127 | Time: 2195.36 ms
[2022-04-10 10:25:48 main:574] : INFO : Epoch 1976 | loss: 0.0312102 | val_loss: 0.0312131 | Time: 2228.08 ms
[2022-04-10 10:25:50 main:574] : INFO : Epoch 1977 | loss: 0.03121 | val_loss: 0.0312137 | Time: 2246.01 ms
[2022-04-10 10:25:53 main:574] : INFO : Epoch 1978 | loss: 0.0312111 | val_loss: 0.0312148 | Time: 2247.91 ms
[2022-04-10 10:25:55 main:574] : INFO : Epoch 1979 | loss: 0.0312099 | val_loss: 0.0312125 | Time: 2246.21 ms
[2022-04-10 10:25:57 main:574] : INFO : Epoch 1980 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 2257.75 ms
[2022-04-10 10:25:59 main:574] : INFO : Epoch 1981 | loss: 0.0312103 | val_loss: 0.0312144 | Time: 2244.8 ms
[2022-04-10 10:26:02 main:574] : INFO : Epoch 1982 | loss: 0.0312107 | val_loss: 0.0312126 | Time: 2239.77 ms
[2022-04-10 10:26:04 main:574] : INFO : Epoch 1983 | loss: 0.0312103 | val_loss: 0.0312138 | Time: 2217.36 ms
[2022-04-10 10:26:06 main:574] : INFO : Epoch 1984 | loss: 0.0312111 | val_loss: 0.0312148 | Time: 2272.92 ms
[2022-04-10 10:26:08 main:574] : INFO : Epoch 1985 | loss: 0.0312106 | val_loss: 0.0312128 | Time: 2231.92 ms
[2022-04-10 10:26:11 main:574] : INFO : Epoch 1986 | loss: 0.0312103 | val_loss: 0.0312152 | Time: 2229.49 ms
[2022-04-10 10:26:13 main:574] : INFO : Epoch 1987 | loss: 0.0312109 | val_loss: 0.0312147 | Time: 2199.54 ms
[2022-04-10 10:26:15 main:574] : INFO : Epoch 1988 | loss: 0.0312111 | val_loss: 0.0312148 | Time: 2227.15 ms
[2022-04-10 10:26:17 main:574] : INFO : Epoch 1989 | loss: 0.0312115 | val_loss: 0.0312143 | Time: 2225.63 ms
[2022-04-10 10:26:20 main:574] : INFO : Epoch 1990 | loss: 0.0312099 | val_loss: 0.0312124 | Time: 2227.53 ms
[2022-04-10 10:26:22 main:574] : INFO : Epoch 1991 | loss: 0.0312098 | val_loss: 0.031213 | Time: 2243.23 ms
[2022-04-10 10:26:24 main:574] : INFO : Epoch 1992 | loss: 0.0312102 | val_loss: 0.0312129 | Time: 2236.74 ms
[2022-04-10 10:26:26 main:574] : INFO : Epoch 1993 | loss: 0.0312103 | val_loss: 0.031213 | Time: 2242.22 ms
[2022-04-10 10:26:29 main:574] : INFO : Epoch 1994 | loss: 0.0312097 | val_loss: 0.0312131 | Time: 2274 ms
[2022-04-10 10:26:31 main:574] : INFO : Epoch 1995 | loss: 0.0312097 | val_loss: 0.0312132 | Time: 2212.97 ms
[2022-04-10 10:26:33 main:574] : INFO : Epoch 1996 | loss: 0.0312098 | val_loss: 0.0312124 | Time: 2225.44 ms
[2022-04-10 10:26:35 main:574] : INFO : Epoch 1997 | loss: 0.0312095 | val_loss: 0.0312126 | Time: 2270.74 ms
[2022-04-10 10:26:38 main:574] : INFO : Epoch 1998 | loss: 0.0312106 | val_loss: 0.0312145 | Time: 2261.96 ms
[2022-04-10 10:26:40 main:574] : INFO : Epoch 1999 | loss: 0.0312114 | val_loss: 0.031215 | Time: 2244.44 ms
[2022-04-10 10:26:42 main:574] : INFO : Epoch 2000 | loss: 0.0312103 | val_loss: 0.0312135 | Time: 2209.04 ms
[2022-04-10 10:26:44 main:574] : INFO : Epoch 2001 | loss: 0.03121 | val_loss: 0.0312131 | Time: 2244.72 ms
[2022-04-10 10:26:47 main:574] : INFO : Epoch 2002 | loss: 0.0312109 | val_loss: 0.0312174 | Time: 2209.02 ms
[2022-04-10 10:26:49 main:574] : INFO : Epoch 2003 | loss: 0.0312111 | val_loss: 0.0312145 | Time: 2246.9 ms
[2022-04-10 10:26:51 main:574] : INFO : Epoch 2004 | loss: 0.0312101 | val_loss: 0.0312136 | Time: 2215.43 ms
[2022-04-10 10:26:53 main:574] : INFO : Epoch 2005 | loss: 0.0312097 | val_loss: 0.0312123 | Time: 2226.72 ms
[2022-04-10 10:26:56 main:574] : INFO : Epoch 2006 | loss: 0.0312099 | val_loss: 0.0312137 | Time: 2217.45 ms
[2022-04-10 10:26:58 main:574] : INFO : Epoch 2007 | loss: 0.0312104 | val_loss: 0.0312125 | Time: 2208.15 ms
[2022-04-10 10:27:00 main:574] : INFO : Epoch 2008 | loss: 0.0312105 | val_loss: 0.0312139 | Time: 2231.25 ms
[2022-04-10 10:27:02 main:574] : INFO : Epoch 2009 | loss: 0.0312107 | val_loss: 0.0312133 | Time: 2309.72 ms
[2022-04-10 10:27:05 main:574] : INFO : Epoch 2010 | loss: 0.0312112 | val_loss: 0.0312124 | Time: 2254.11 ms
[2022-04-10 10:27:07 main:574] : INFO : Epoch 2011 | loss: 0.0312105 | val_loss: 0.0312144 | Time: 2241.96 ms
[2022-04-10 10:27:09 main:574] : INFO : Epoch 2012 | loss: 0.0312104 | val_loss: 0.031214 | Time: 2253.3 ms
[2022-04-10 10:27:11 main:574] : INFO : Epoch 2013 | loss: 0.0312102 | val_loss: 0.031213 | Time: 2299.54 ms
[2022-04-10 10:27:14 main:574] : INFO : Epoch 2014 | loss: 0.03121 | val_loss: 0.0312124 | Time: 2259.13 ms
[2022-04-10 10:27:16 main:574] : INFO : Epoch 2015 | loss: 0.0312094 | val_loss: 0.0312126 | Time: 2246.53 ms
[2022-04-10 10:27:18 main:574] : INFO : Epoch 2016 | loss: 0.0312096 | val_loss: 0.0312133 | Time: 2222.83 ms
[2022-04-10 10:27:21 main:574] : INFO : Epoch 2017 | loss: 0.0312114 | val_loss: 0.0312153 | Time: 2220.93 ms
[2022-04-10 10:27:23 main:574] : INFO : Epoch 2018 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 2317.72 ms
[2022-04-10 10:27:25 main:574] : INFO : Epoch 2019 | loss: 0.0312095 | val_loss: 0.0312129 | Time: 2238.59 ms
[2022-04-10 10:27:27 main:574] : INFO : Epoch 2020 | loss: 0.0312099 | val_loss: 0.0312132 | Time: 2275.75 ms
[2022-04-10 10:27:30 main:574] : INFO : Epoch 2021 | loss: 0.0312098 | val_loss: 0.0312125 | Time: 2246.29 ms
[2022-04-10 10:27:32 main:574] : INFO : Epoch 2022 | loss: 0.0312097 | val_loss: 0.0312124 | Time: 2276.77 ms
[2022-04-10 10:27:34 main:574] : INFO : Epoch 2023 | loss: 0.0312096 | val_loss: 0.031216 | Time: 2211.29 ms
[2022-04-10 10:27:36 main:574] : INFO : Epoch 2024 | loss: 0.0312113 | val_loss: 0.0312128 | Time: 2217.94 ms
[2022-04-10 10:27:39 main:574] : INFO : Epoch 2025 | loss: 0.0312099 | val_loss: 0.0312132 | Time: 2221.51 ms
[2022-04-10 10:27:41 main:574] : INFO : Epoch 2026 | loss: 0.0312103 | val_loss: 0.0312132 | Time: 2203.49 ms
[2022-04-10 10:27:43 main:574] : INFO : Epoch 2027 | loss: 0.0312111 | val_loss: 0.0312133 | Time: 2251.13 ms
[2022-04-10 10:27:45 main:574] : INFO : Epoch 2028 | loss: 0.0312106 | val_loss: 0.0312124 | Time: 2300.93 ms
[2022-04-10 10:27:48 main:574] : INFO : Epoch 2029 | loss: 0.0312097 | val_loss: 0.0312154 | Time: 2256.54 ms
[2022-04-10 10:27:50 main:574] : INFO : Epoch 2030 | loss: 0.0312108 | val_loss: 0.031213 | Time: 2232.61 ms
[2022-04-10 10:27:52 main:574] : INFO : Epoch 2031 | loss: 0.03121 | val_loss: 0.0312123 | Time: 2230.41 ms
[2022-04-10 10:27:54 main:574] : INFO : Epoch 2032 | loss: 0.0312097 | val_loss: 0.0312125 | Time: 2276.55 ms
[2022-04-10 10:27:57 main:574] : INFO : Epoch 2033 | loss: 0.03121 | val_loss: 0.0312137 | Time: 2204.94 ms
[2022-04-10 10:27:59 main:574] : INFO : Epoch 2034 | loss: 0.0312111 | val_loss: 0.0312125 | Time: 2213.02 ms
[2022-04-10 10:28:01 main:574] : INFO : Epoch 2035 | loss: 0.03121 | val_loss: 0.0312137 | Time: 2228.01 ms
[2022-04-10 10:28:03 main:574] : INFO : Epoch 2036 | loss: 0.03121 | val_loss: 0.0312136 | Time: 2293.92 ms
[2022-04-10 10:28:06 main:574] : INFO : Epoch 2037 | loss: 0.03121 | val_loss: 0.0312142 | Time: 2213.42 ms
[2022-04-10 10:28:08 main:574] : INFO : Epoch 2038 | loss: 0.0312105 | val_loss: 0.0312125 | Time: 2223.01 ms
[2022-04-10 10:28:10 main:574] : INFO : Epoch 2039 | loss: 0.0312106 | val_loss: 0.0312134 | Time: 2207.9 ms
[2022-04-10 10:28:12 main:574] : INFO : Epoch 2040 | loss: 0.0312102 | val_loss: 0.0312144 | Time: 2258.87 ms
[2022-04-10 10:28:15 main:574] : INFO : Epoch 2041 | loss: 0.0312101 | val_loss: 0.0312128 | Time: 2235.96 ms
[2022-04-10 10:28:17 main:574] : INFO : Epoch 2042 | loss: 0.0312104 | val_loss: 0.0312153 | Time: 2264.54 ms
[2022-04-10 10:28:19 main:574] : INFO : Epoch 2043 | loss: 0.0312106 | val_loss: 0.0312129 | Time: 2264.44 ms
[2022-04-10 10:28:21 main:574] : INFO : Epoch 2044 | loss: 0.0312097 | val_loss: 0.031213 | Time: 2228.55 ms
[2022-04-10 10:28:24 main:574] : INFO : Epoch 2045 | loss: 0.0312105 | val_loss: 0.0312146 | Time: 2294.6 ms
[2022-04-10 10:28:26 main:574] : INFO : Epoch 2046 | loss: 0.0312102 | val_loss: 0.0312131 | Time: 2203.66 ms
[2022-04-10 10:28:28 main:574] : INFO : Epoch 2047 | loss: 0.0312103 | val_loss: 0.0312136 | Time: 2237.8 ms
[2022-04-10 10:28:30 main:574] : INFO : Epoch 2048 | loss: 0.0312097 | val_loss: 0.0312143 | Time: 2238.75 ms
[2022-04-10 10:28:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312143
[2022-04-10 10:28:30 main:603] : INFO : Saving end state to config to file
[2022-04-10 10:28:30 main:608] : INFO : Success, exiting..
10:28:31 (21268): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)