Task 3737626
| Name | ParityModified-1611091768-11752-0_0 |
| Workunit | 1920047 |
| Created | 19 Jan 2021, 21:29:31 UTC |
| Sent | 22 Jan 2021, 7:20:35 UTC |
| Report deadline | 30 Jan 2021, 7:20:35 UTC |
| Received | 22 Jan 2021, 11:28:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 1 hours 20 min 17 sec |
| CPU time | 1 hours 9 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1-22 02:31:22 main:574] : INFO : Epoch 1542 | loss: 0.0311596 | val_loss: 0.0311794 | Time: 2555.94 ms [2021-01-22 02:31:24 main:574] : INFO : Epoch 1543 | loss: 0.0311585 | val_loss: 0.0311801 | Time: 2251.91 ms [2021-01-22 02:31:27 main:574] : INFO : Epoch 1544 | loss: 0.0311586 | val_loss: 0.0311796 | Time: 2267.33 ms [2021-01-22 02:31:29 main:574] : INFO : Epoch 1545 | loss: 0.0311591 | val_loss: 0.0311803 | Time: 2157.58 ms [2021-01-22 02:31:31 main:574] : INFO : Epoch 1546 | loss: 0.0311594 | val_loss: 0.0311797 | Time: 2378.13 ms [2021-01-22 02:31:34 main:574] : INFO : Epoch 1547 | loss: 0.0311587 | val_loss: 0.0311808 | Time: 2384.73 ms [2021-01-22 02:31:36 main:574] : INFO : Epoch 1548 | loss: 0.0311593 | val_loss: 0.0311789 | Time: 2357.22 ms [2021-01-22 02:31:38 main:574] : INFO : Epoch 1549 | loss: 0.0311591 | val_loss: 0.0311799 | Time: 2247.01 ms [2021-01-22 02:31:41 main:574] : INFO : Epoch 1550 | loss: 0.0311585 | val_loss: 0.0311792 | Time: 2356.45 ms [2021-01-22 02:31:43 main:574] : INFO : Epoch 1551 | loss: 0.031159 | val_loss: 0.0311807 | Time: 2238.66 ms [2021-01-22 02:31:45 main:574] : INFO : Epoch 1552 | loss: 0.0311607 | val_loss: 0.03119 | Time: 2285.98 ms [2021-01-22 02:31:48 main:574] : INFO : Epoch 1553 | loss: 0.0311645 | val_loss: 0.0311811 | Time: 2339.06 ms [2021-01-22 02:31:50 main:574] : INFO : Epoch 1554 | loss: 0.0311599 | val_loss: 0.0311798 | Time: 2227.13 ms [2021-01-22 02:31:52 main:574] : INFO : Epoch 1555 | loss: 0.0311601 | val_loss: 0.031182 | Time: 2297.1 ms [2021-01-22 02:31:55 main:574] : INFO : Epoch 1556 | loss: 0.0311594 | val_loss: 0.0311818 | Time: 2299.12 ms [2021-01-22 02:31:57 main:574] : INFO : Epoch 1557 | loss: 0.0311589 | val_loss: 0.031181 | Time: 2379.53 ms [2021-01-22 02:32:00 main:574] : INFO : Epoch 1558 | loss: 0.0311621 | val_loss: 0.0311809 | Time: 2384.55 ms [2021-01-22 02:32:02 main:574] : INFO : Epoch 1559 | loss: 0.0311611 | val_loss: 0.0311815 | Time: 2223.19 ms [2021-01-22 02:32:04 main:574] : INFO : Epoch 1560 | loss: 0.0311593 | val_loss: 0.0311838 | Time: 2245.13 ms [2021-01-22 02:32:07 main:574] : INFO : Epoch 1561 | loss: 0.031159 | val_loss: 0.0311799 | Time: 2385.97 ms [2021-01-22 02:32:09 main:574] : INFO : Epoch 1562 | loss: 0.0311595 | val_loss: 0.0311809 | Time: 2276.92 ms [2021-01-22 02:32:11 main:574] : INFO : Epoch 1563 | loss: 0.0311592 | val_loss: 0.0311801 | Time: 2275.19 ms [2021-01-22 02:32:14 main:574] : INFO : Epoch 1564 | loss: 0.0311616 | val_loss: 0.0311799 | Time: 2426.03 ms [2021-01-22 02:32:16 main:574] : INFO : Epoch 1565 | loss: 0.0311593 | val_loss: 0.0311813 | Time: 2207.21 ms [2021-01-22 02:32:18 main:574] : INFO : Epoch 1566 | loss: 0.0311596 | val_loss: 0.0311807 | Time: 2354.94 ms [2021-01-22 02:32:21 main:574] : INFO : Epoch 1567 | loss: 0.0311603 | val_loss: 0.0311799 | Time: 2307.44 ms [2021-01-22 02:32:23 main:574] : INFO : Epoch 1568 | loss: 0.031159 | val_loss: 0.0311802 | Time: 2383.98 ms [2021-01-22 02:32:26 main:574] : INFO : Epoch 1569 | loss: 0.0311586 | val_loss: 0.0311826 | Time: 2339.42 ms [2021-01-22 02:32:28 main:574] : INFO : Epoch 1570 | loss: 0.0311603 | val_loss: 0.0311821 | Time: 2357.25 ms [2021-01-22 02:32:30 main:574] : INFO : Epoch 1571 | loss: 0.0311597 | val_loss: 0.0311798 | Time: 2316.59 ms [2021-01-22 02:32:33 main:574] : INFO : Epoch 1572 | loss: 0.0311611 | val_loss: 0.0311802 | Time: 2328.09 ms [2021-01-22 02:32:35 main:574] : INFO : Epoch 1573 | loss: 0.0311617 | val_loss: 0.0311794 | Time: 2304.04 ms [2021-01-22 02:32:37 main:574] : INFO : Epoch 1574 | loss: 0.0311596 | val_loss: 0.031183 | Time: 2255.44 ms [2021-01-22 02:32:40 main:574] : INFO : Epoch 1575 | loss: 0.0311595 | val_loss: 0.0311792 | Time: 2435.38 ms [2021-01-22 02:32:42 main:574] : INFO : Epoch 1576 | loss: 0.0311591 | val_loss: 0.0311815 | Time: 2210.45 ms [2021-01-22 02:32:45 main:574] : INFO : Epoch 1577 | loss: 0.0311633 | val_loss: 0.0311863 | Time: 2249.95 ms [2021-01-22 02:32:47 main:574] : INFO : Epoch 1578 | loss: 0.0311616 | val_loss: 0.0311816 | Time: 2427.69 ms [2021-01-22 02:32:49 main:574] : INFO : Epoch 1579 | loss: 0.0311597 | val_loss: 0.0311828 | Time: 2269.26 ms [2021-01-22 02:32:52 main:574] : INFO : Epoch 1580 | loss: 0.0311599 | val_loss: 0.0311809 | Time: 2376.03 ms [2021-01-22 02:32:54 main:574] : INFO : Epoch 1581 | loss: 0.0311593 | val_loss: 0.0311797 | Time: 2201.26 ms [2021-01-22 02:32:56 main:574] : INFO : Epoch 1582 | loss: 0.0311593 | val_loss: 0.0311806 | Time: 2251.42 ms [2021-01-22 02:32:59 main:574] : INFO : Epoch 1583 | loss: 0.0311611 | val_loss: 0.0311817 | Time: 2270.62 ms [2021-01-22 02:33:01 main:574] : INFO : Epoch 1584 | loss: 0.0311594 | val_loss: 0.0311813 | Time: 2415.45 ms [2021-01-22 02:33:03 main:574] : INFO : Epoch 1585 | loss: 0.0311595 | val_loss: 0.0311822 | Time: 2200.8 ms [2021-01-22 02:33:06 main:574] : INFO : Epoch 1586 | loss: 0.0311595 | val_loss: 0.0311806 | Time: 2294.32 ms [2021-01-22 02:33:08 main:574] : INFO : Epoch 1587 | loss: 0.0311593 | val_loss: 0.0311801 | Time: 2376.45 ms [2021-01-22 02:33:11 main:574] : INFO : Epoch 1588 | loss: 0.0311585 | val_loss: 0.0311805 | Time: 2301.6 ms [2021-01-22 02:33:13 main:574] : INFO : Epoch 1589 | loss: 0.0311598 | val_loss: 0.0311805 | Time: 2287.72 ms [2021-01-22 02:33:15 main:574] : INFO : Epoch 1590 | loss: 0.0311587 | val_loss: 0.0311804 | Time: 2334.43 ms [2021-01-22 02:33:18 main:574] : INFO : Epoch 1591 | loss: 0.0311587 | val_loss: 0.0311819 | Time: 2334.33 ms [2021-01-22 02:33:20 main:574] : INFO : Epoch 1592 | loss: 0.0311595 | val_loss: 0.03118 | Time: 2286.93 ms [2021-01-22 02:33:22 main:574] : INFO : Epoch 1593 | loss: 0.0311602 | val_loss: 0.0311825 | Time: 2225.88 ms [2021-01-22 02:33:25 main:574] : INFO : Epoch 1594 | loss: 0.03116 | val_loss: 0.03118 | Time: 2285.25 ms [2021-01-22 02:33:27 main:574] : INFO : Epoch 1595 | loss: 0.0311598 | val_loss: 0.0311804 | Time: 2245.4 ms [2021-01-22 02:33:29 main:574] : INFO : Epoch 1596 | loss: 0.0311591 | val_loss: 0.0311815 | Time: 2295.08 ms [2021-01-22 02:33:32 main:574] : INFO : Epoch 1597 | loss: 0.0311598 | val_loss: 0.0311803 | Time: 2339.2 ms [2021-01-22 02:33:34 main:574] : INFO : Epoch 1598 | loss: 0.0311607 | val_loss: 0.0311832 | Time: 2267.35 ms [2021-01-22 02:33:36 main:574] : INFO : Epoch 1599 | loss: 0.0311618 | val_loss: 0.0311816 | Time: 2270.05 ms [2021-01-22 02:33:39 main:574] : INFO : Epoch 1600 | loss: 0.0311597 | val_loss: 0.0311822 | Time: 2291.14 ms [2021-01-22 02:33:41 main:574] : INFO : Epoch 1601 | loss: 0.0311625 | val_loss: 0.0311804 | Time: 2269.07 ms [2021-01-22 02:33:43 main:574] : INFO : Epoch 1602 | loss: 0.0311614 | val_loss: 0.0311811 | Time: 2270.64 ms [2021-01-22 02:33:46 main:574] : INFO : Epoch 1603 | loss: 0.0311615 | val_loss: 0.0311839 | Time: 2366.66 ms [2021-01-22 02:33:48 main:574] : INFO : Epoch 1604 | loss: 0.0311605 | val_loss: 0.0311801 | Time: 2249.61 ms [2021-01-22 02:33:50 main:574] : INFO : Epoch 1605 | loss: 0.03116 | val_loss: 0.0311793 | Time: 2310.03 ms [2021-01-22 02:33:53 main:574] : INFO : Epoch 1606 | loss: 0.0311592 | val_loss: 0.0311818 | Time: 2252.44 ms [2021-01-22 02:33:55 main:574] : INFO : Epoch 1607 | loss: 0.03116 | val_loss: 0.0311823 | Time: 2347.53 ms [2021-01-22 02:33:57 main:574] : INFO : Epoch 1608 | loss: 0.0311608 | val_loss: 0.0311852 | Time: 2214.76 ms [2021-01-22 02:34:00 main:574] : INFO : Epoch 1609 | loss: 0.0311634 | val_loss: 0.0311821 | Time: 2171.46 ms [2021-01-22 02:34:02 main:574] : INFO : Epoch 1610 | loss: 0.0311635 | val_loss: 0.0311821 | Time: 2172.76 ms [2021-01-22 02:34:04 main:574] : INFO : Epoch 1611 | loss: 0.0311589 | val_loss: 0.0311804 | Time: 2090.21 ms [2021-01-22 02:34:06 main:574] : INFO : Epoch 1612 | loss: 0.0311615 | val_loss: 0.0311851 | Time: 2276.52 ms [2021-01-22 02:34:09 main:574] : INFO : Epoch 1613 | loss: 0.0311613 | val_loss: 0.0311795 | Time: 2062.46 ms [2021-01-22 02:34:11 main:574] : INFO : Epoch 1614 | loss: 0.03116 | val_loss: 0.0311816 | Time: 2219.76 ms [2021-01-22 02:34:13 main:574] : INFO : Epoch 1615 | loss: 0.0311626 | val_loss: 0.0311856 | Time: 2173.03 ms [2021-01-22 02:34:15 main:574] : INFO : Epoch 1616 | loss: 0.0311638 | val_loss: 0.0311809 | Time: 2298.02 ms [2021-01-22 02:34:17 main:574] : INFO : Epoch 1617 | loss: 0.0311605 | val_loss: 0.0311841 | Time: 2051 ms [2021-01-22 02:34:20 main:574] : INFO : Epoch 1618 | loss: 0.0311605 | val_loss: 0.031183 | Time: 2114.29 ms [2021-01-22 02:34:22 main:574] : INFO : Epoch 1619 | loss: 0.0311595 | val_loss: 0.0311789 | Time: 2059.57 ms [2021-01-22 02:34:24 main:574] : INFO : Epoch 1620 | loss: 0.0311591 | val_loss: 0.0311795 | Time: 2247.3 ms [2021-01-22 02:34:26 main:574] : INFO : Epoch 1621 | loss: 0.0311587 | val_loss: 0.0311811 | Time: 2146.6 ms [2021-01-22 02:34:28 main:574] : INFO : Epoch 1622 | loss: 0.0311596 | val_loss: 0.0311804 | Time: 2097.14 ms [2021-01-22 02:34:30 main:574] : INFO : Epoch 1623 | loss: 0.0311608 | val_loss: 0.0311834 | Time: 2000.08 ms [2021-01-22 02:34:32 main:574] : INFO : Epoch 1624 | loss: 0.0311602 | val_loss: 0.0311793 | Time: 1978.87 ms [2021-01-22 02:34:34 main:574] : INFO : Epoch 1625 | loss: 0.0311602 | val_loss: 0.0311819 | Time: 1975.39 ms [2021-01-22 02:34:36 main:574] : INFO : Epoch 1626 | loss: 0.0311605 | val_loss: 0.0311798 | Time: 1956.88 ms [2021-01-22 02:34:38 main:574] : INFO : Epoch 1627 | loss: 0.0311594 | val_loss: 0.0311803 | Time: 1963.29 ms [2021-01-22 02:34:40 main:574] : INFO : Epoch 1628 | loss: 0.0311587 | val_loss: 0.0311834 | Time: 1978.31 ms [2021-01-22 02:34:42 main:574] : INFO : Epoch 1629 | loss: 0.0311596 | val_loss: 0.0311847 | Time: 1997.08 ms [2021-01-22 02:34:45 main:574] : INFO : Epoch 1630 | loss: 0.0311597 | val_loss: 0.0311805 | Time: 2300.26 ms [2021-01-22 02:34:47 main:574] : INFO : Epoch 1631 | loss: 0.031159 | val_loss: 0.0311831 | Time: 2256.01 ms [2021-01-22 02:34:49 main:574] : INFO : Epoch 1632 | loss: 0.0311594 | val_loss: 0.0311838 | Time: 2315.99 ms [2021-01-22 02:34:52 main:574] : INFO : Epoch 1633 | loss: 0.0311597 | val_loss: 0.0311831 | Time: 2290.53 ms [2021-01-22 02:34:54 main:574] : INFO : Epoch 1634 | loss: 0.0311614 | val_loss: 0.0311819 | Time: 2328.09 ms [2021-01-22 02:34:56 main:574] : INFO : Epoch 1635 | loss: 0.0311597 | val_loss: 0.0311795 | Time: 2274.86 ms [2021-01-22 02:34:59 main:574] : INFO : Epoch 1636 | loss: 0.0311592 | val_loss: 0.0311804 | Time: 2260.62 ms [2021-01-22 02:35:01 main:574] : INFO : Epoch 1637 | loss: 0.0311601 | val_loss: 0.0311804 | Time: 2245.82 ms [2021-01-22 02:35:03 main:574] : INFO : Epoch 1638 | loss: 0.0311588 | val_loss: 0.0311834 | Time: 2363.89 ms [2021-01-22 02:35:06 main:574] : INFO : Epoch 1639 | loss: 0.03116 | val_loss: 0.0311794 | Time: 2401.69 ms [2021-01-22 02:35:08 main:574] : INFO : Epoch 1640 | loss: 0.0311589 | val_loss: 0.031187 | Time: 2347.24 ms [2021-01-22 02:35:11 main:574] : INFO : Epoch 1641 | loss: 0.0311599 | val_loss: 0.0311796 | Time: 2362.98 ms [2021-01-22 02:35:13 main:574] : INFO : Epoch 1642 | loss: 0.0311596 | val_loss: 0.0311804 | Time: 2369.28 ms [2021-01-22 02:35:15 main:574] : INFO : Epoch 1643 | loss: 0.0311595 | val_loss: 0.0311825 | Time: 2288.71 ms [2021-01-22 02:35:18 main:574] : INFO : Epoch 1644 | loss: 0.0311607 | val_loss: 0.0311815 | Time: 2361.26 ms [2021-01-22 02:35:20 main:574] : INFO : Epoch 1645 | loss: 0.0311589 | val_loss: 0.0311797 | Time: 2349.11 ms [2021-01-22 02:35:23 main:574] : INFO : Epoch 1646 | loss: 0.0311597 | val_loss: 0.0311829 | Time: 2439.95 ms [2021-01-22 02:35:25 main:574] : INFO : Epoch 1647 | loss: 0.0311618 | val_loss: 0.0311893 | Time: 2263.7 ms [2021-01-22 02:35:27 main:574] : INFO : Epoch 1648 | loss: 0.0311609 | val_loss: 0.0311812 | Time: 2326.54 ms [2021-01-22 02:35:30 main:574] : INFO : Epoch 1649 | loss: 0.0311616 | val_loss: 0.0311825 | Time: 2361.17 ms [2021-01-22 02:35:32 main:574] : INFO : Epoch 1650 | loss: 0.0311606 | val_loss: 0.0311816 | Time: 2327.44 ms [2021-01-22 02:35:35 main:574] : INFO : Epoch 1651 | loss: 0.0311617 | val_loss: 0.0311855 | Time: 2362.16 ms [2021-01-22 02:35:37 main:574] : INFO : Epoch 1652 | loss: 0.0311613 | val_loss: 0.031182 | Time: 2265.48 ms [2021-01-22 02:35:39 main:574] : INFO : Epoch 1653 | loss: 0.0311621 | val_loss: 0.0311807 | Time: 2298 ms [2021-01-22 02:35:42 main:574] : INFO : Epoch 1654 | loss: 0.0311596 | val_loss: 0.0311808 | Time: 2264.7 ms [2021-01-22 02:35:44 main:574] : INFO : Epoch 1655 | loss: 0.0311595 | val_loss: 0.0311811 | Time: 2227.02 ms [2021-01-22 02:35:46 main:574] : INFO : Epoch 1656 | loss: 0.0311599 | val_loss: 0.0311867 | Time: 2243.05 ms [2021-01-22 02:35:48 main:574] : INFO : Epoch 1657 | loss: 0.0311598 | val_loss: 0.0311848 | Time: 2226.29 ms [2021-01-22 02:35:51 main:574] : INFO : Epoch 1658 | loss: 0.031161 | val_loss: 0.0311823 | Time: 2198.9 ms [2021-01-22 02:35:53 main:574] : INFO : Epoch 1659 | loss: 0.0311621 | val_loss: 0.0311835 | Time: 2300.03 ms [2021-01-22 02:35:55 main:574] : INFO : Epoch 1660 | loss: 0.0311613 | val_loss: 0.0311809 | Time: 2331.78 ms [2021-01-22 02:35:58 main:574] : INFO : Epoch 1661 | loss: 0.031161 | val_loss: 0.0311843 | Time: 2255.84 ms [2021-01-22 02:36:00 main:574] : INFO : Epoch 1662 | loss: 0.0311625 | val_loss: 0.0311813 | Time: 2297.46 ms [2021-01-22 02:36:02 main:574] : INFO : Epoch 1663 | loss: 0.0311606 | val_loss: 0.0311844 | Time: 2306.07 ms [2021-01-22 02:36:05 main:574] : INFO : Epoch 1664 | loss: 0.0311605 | val_loss: 0.0311875 | Time: 2216.58 ms [2021-01-22 02:36:07 main:574] : INFO : Epoch 1665 | loss: 0.031161 | val_loss: 0.0311836 | Time: 2343.71 ms [2021-01-22 02:36:10 main:574] : INFO : Epoch 1666 | loss: 0.0311602 | val_loss: 0.0311814 | Time: 2383.48 ms [2021-01-22 02:36:12 main:574] : INFO : Epoch 1667 | loss: 0.031161 | val_loss: 0.0311824 | Time: 2339.1 ms [2021-01-22 02:36:14 main:574] : INFO : Epoch 1668 | loss: 0.0311613 | val_loss: 0.03118 | Time: 2306.69 ms [2021-01-22 02:36:17 main:574] : INFO : Epoch 1669 | loss: 0.0311614 | val_loss: 0.0311798 | Time: 2275.95 ms [2021-01-22 02:36:19 main:574] : INFO : Epoch 1670 | loss: 0.0311594 | val_loss: 0.0311809 | Time: 2263.78 ms [2021-01-22 02:36:21 main:574] : INFO : Epoch 1671 | loss: 0.0311601 | val_loss: 0.031182 | Time: 2276.92 ms [2021-01-22 02:36:24 main:574] : INFO : Epoch 1672 | loss: 0.0311617 | val_loss: 0.0311826 | Time: 2479.57 ms [2021-01-22 02:36:26 main:574] : INFO : Epoch 1673 | loss: 0.0311601 | val_loss: 0.0311804 | Time: 2205.24 ms [2021-01-22 02:36:29 main:574] : INFO : Epoch 1674 | loss: 0.0311599 | val_loss: 0.031182 | Time: 2320.64 ms [2021-01-22 02:36:31 main:574] : INFO : Epoch 1675 | loss: 0.0311594 | val_loss: 0.0311806 | Time: 2456.4 ms [2021-01-22 02:36:33 main:574] : INFO : Epoch 1676 | loss: 0.0311593 | val_loss: 0.0311819 | Time: 2123.47 ms [2021-01-22 02:36:36 main:574] : INFO : Epoch 1677 | loss: 0.0311603 | val_loss: 0.0311865 | Time: 2390.46 ms [2021-01-22 02:36:38 main:574] : INFO : Epoch 1678 | loss: 0.031162 | val_loss: 0.0311815 | Time: 2389.58 ms [2021-01-22 02:36:41 main:574] : INFO : Epoch 1679 | loss: 0.0311602 | val_loss: 0.0311809 | Time: 2397.18 ms [2021-01-22 02:36:43 main:574] : INFO : Epoch 1680 | loss: 0.0311601 | val_loss: 0.0311818 | Time: 2277.1 ms [2021-01-22 02:36:45 main:574] : INFO : Epoch 1681 | loss: 0.0311598 | val_loss: 0.0311808 | Time: 2288.64 ms [2021-01-22 02:36:48 main:574] : INFO : Epoch 1682 | loss: 0.0311593 | val_loss: 0.0311826 | Time: 2381.64 ms [2021-01-22 02:36:50 main:574] : INFO : Epoch 1683 | loss: 0.0311603 | val_loss: 0.0311811 | Time: 2328.36 ms [2021-01-22 02:36:52 main:574] : INFO : Epoch 1684 | loss: 0.0311602 | val_loss: 0.0311822 | Time: 2136.54 ms [2021-01-22 02:36:55 main:574] : INFO : Epoch 1685 | loss: 0.0311607 | val_loss: 0.0311852 | Time: 2367.62 ms [2021-01-22 02:36:57 main:574] : INFO : Epoch 1686 | loss: 0.0311626 | val_loss: 0.0311807 | Time: 2207.2 ms [2021-01-22 02:36:59 main:574] : INFO : Epoch 1687 | loss: 0.0311621 | val_loss: 0.0311833 | Time: 2311.63 ms [2021-01-22 02:37:02 main:574] : INFO : Epoch 1688 | loss: 0.0311613 | val_loss: 0.0311823 | Time: 2300.39 ms [2021-01-22 02:37:04 main:574] : INFO : Epoch 1689 | loss: 0.0311593 | val_loss: 0.0311801 | Time: 2295.52 ms [2021-01-22 02:37:06 main:574] : INFO : Epoch 1690 | loss: 0.03116 | val_loss: 0.0311821 | Time: 2267.32 ms [2021-01-22 02:37:09 main:574] : INFO : Epoch 1691 | loss: 0.0311638 | val_loss: 0.0311841 | Time: 2292.23 ms [2021-01-22 02:37:11 main:574] : INFO : Epoch 1692 | loss: 0.0311606 | val_loss: 0.0311819 | Time: 2333.67 ms [2021-01-22 02:37:14 main:574] : INFO : Epoch 1693 | loss: 0.0311604 | val_loss: 0.0311825 | Time: 2346.85 ms [2021-01-22 02:37:16 main:574] : INFO : Epoch 1694 | loss: 0.0311599 | val_loss: 0.031186 | Time: 2374.83 ms [2021-01-22 02:37:18 main:574] : INFO : Epoch 1695 | loss: 0.0311608 | val_loss: 0.031182 | Time: 2271.92 ms [2021-01-22 02:37:21 main:574] : INFO : Epoch 1696 | loss: 0.0311591 | val_loss: 0.0311798 | Time: 2339.77 ms [2021-01-22 02:37:23 main:574] : INFO : Epoch 1697 | loss: 0.0311593 | val_loss: 0.0311814 | Time: 2284.88 ms [2021-01-22 02:37:25 main:574] : INFO : Epoch 1698 | loss: 0.0311618 | val_loss: 0.0311856 | Time: 2276.99 ms [2021-01-22 02:37:28 main:574] : INFO : Epoch 1699 | loss: 0.0311629 | val_loss: 0.0311839 | Time: 2476.35 ms [2021-01-22 02:37:30 main:574] : INFO : Epoch 1700 | loss: 0.0311612 | val_loss: 0.0311812 | Time: 2278.26 ms [2021-01-22 02:37:33 main:574] : INFO : Epoch 1701 | loss: 0.0311605 | val_loss: 0.0311798 | Time: 2297.74 ms [2021-01-22 02:37:35 main:574] : INFO : Epoch 1702 | loss: 0.0311599 | val_loss: 0.0311814 | Time: 2460.07 ms [2021-01-22 02:37:38 main:574] : INFO : Epoch 1703 | loss: 0.0311602 | val_loss: 0.031185 | Time: 2356.02 ms [2021-01-22 02:37:40 main:574] : INFO : Epoch 1704 | loss: 0.0311602 | val_loss: 0.0311814 | Time: 2317.45 ms [2021-01-22 02:37:42 main:574] : INFO : Epoch 1705 | loss: 0.0311592 | val_loss: 0.0311806 | Time: 2388.83 ms [2021-01-22 02:37:45 main:574] : INFO : Epoch 1706 | loss: 0.0311596 | val_loss: 0.0311874 | Time: 2331.4 ms [2021-01-22 02:37:47 main:574] : INFO : Epoch 1707 | loss: 0.0311617 | val_loss: 0.0311803 | Time: 2231.65 ms [2021-01-22 02:37:49 main:574] : INFO : Epoch 1708 | loss: 0.0311626 | val_loss: 0.0311825 | Time: 2341.15 ms [2021-01-22 02:37:52 main:574] : INFO : Epoch 1709 | loss: 0.0311616 | val_loss: 0.0311818 | Time: 2288.52 ms [2021-01-22 02:37:54 main:574] : INFO : Epoch 1710 | loss: 0.0311608 | val_loss: 0.0311824 | Time: 2274.75 ms [2021-01-22 02:37:56 main:574] : INFO : Epoch 1711 | loss: 0.0311631 | val_loss: 0.0311853 | Time: 2311.27 ms [2021-01-22 02:37:59 main:574] : INFO : Epoch 1712 | loss: 0.0311601 | val_loss: 0.0311797 | Time: 2328.48 ms [2021-01-22 02:38:01 main:574] : INFO : Epoch 1713 | loss: 0.0311603 | val_loss: 0.0311811 | Time: 2270.07 ms [2021-01-22 02:38:04 main:574] : INFO : Epoch 1714 | loss: 0.0311606 | val_loss: 0.0311813 | Time: 2229.9 ms [2021-01-22 02:38:06 main:574] : INFO : Epoch 1715 | loss: 0.0311638 | val_loss: 0.0311836 | Time: 2351.26 ms [2021-01-22 02:38:08 main:574] : INFO : Epoch 1716 | loss: 0.0311635 | val_loss: 0.0311812 | Time: 2208.94 ms [2021-01-22 02:38:11 main:574] : INFO : Epoch 1717 | loss: 0.0311599 | val_loss: 0.0311808 | Time: 2287.43 ms [2021-01-22 02:38:13 main:574] : INFO : Epoch 1718 | loss: 0.03116 | val_loss: 0.0311818 | Time: 2142.29 ms [2021-01-22 02:38:15 main:574] : INFO : Epoch 1719 | loss: 0.0311603 | val_loss: 0.0311805 | Time: 2268.28 ms [2021-01-22 02:38:17 main:574] : INFO : Epoch 1720 | loss: 0.0311603 | val_loss: 0.0311924 | Time: 2208.64 ms [2021-01-22 02:38:20 main:574] : INFO : Epoch 1721 | loss: 0.0311623 | val_loss: 0.0311818 | Time: 2284.18 ms [2021-01-22 02:38:22 main:574] : INFO : Epoch 1722 | loss: 0.0311603 | val_loss: 0.0311825 | Time: 2331 ms [2021-01-22 02:38:25 main:574] : INFO : Epoch 1723 | loss: 0.031167 | val_loss: 0.0311864 | Time: 2355.74 ms [2021-01-22 02:38:27 main:574] : INFO : Epoch 1724 | loss: 0.0311629 | val_loss: 0.0311807 | Time: 2430.84 ms [2021-01-22 02:38:29 main:574] : INFO : Epoch 1725 | loss: 0.0311602 | val_loss: 0.0311822 | Time: 2296.99 ms [2021-01-22 02:38:32 main:574] : INFO : Epoch 1726 | loss: 0.0311599 | val_loss: 0.0311825 | Time: 2169.04 ms [2021-01-22 02:38:34 main:574] : INFO : Epoch 1727 | loss: 0.0311604 | val_loss: 0.0311825 | Time: 2223.77 ms [2021-01-22 02:38:36 main:574] : INFO : Epoch 1728 | loss: 0.0311625 | val_loss: 0.0311819 | Time: 2317.67 ms [2021-01-22 02:38:39 main:574] : INFO : Epoch 1729 | loss: 0.0311628 | val_loss: 0.0311805 | Time: 2370.48 ms [2021-01-22 02:38:41 main:574] : INFO : Epoch 1730 | loss: 0.0311617 | val_loss: 0.031181 | Time: 2300.37 ms [2021-01-22 02:38:44 main:574] : INFO : Epoch 1731 | loss: 0.0311598 | val_loss: 0.0311795 | Time: 2303.37 ms [2021-01-22 02:38:46 main:574] : INFO : Epoch 1732 | loss: 0.03116 | val_loss: 0.0311804 | Time: 2351.45 ms [2021-01-22 02:38:48 main:574] : INFO : Epoch 1733 | loss: 0.0311601 | val_loss: 0.031182 | Time: 2152.98 ms [2021-01-22 02:38:50 main:574] : INFO : Epoch 1734 | loss: 0.0311605 | val_loss: 0.0311811 | Time: 2312.23 ms [2021-01-22 02:38:53 main:574] : INFO : Epoch 1735 | loss: 0.0311601 | val_loss: 0.0311808 | Time: 2239.5 ms [2021-01-22 02:38:55 main:574] : INFO : Epoch 1736 | loss: 0.0311594 | val_loss: 0.0311811 | Time: 2267.53 ms [2021-01-22 02:38:57 main:574] : INFO : Epoch 1737 | loss: 0.0311595 | val_loss: 0.0311815 | Time: 2315.85 ms [2021-01-22 02:39:00 main:574] : INFO : Epoch 1738 | loss: 0.0311591 | val_loss: 0.031179 | Time: 2188.29 ms [2021-01-22 02:39:02 main:574] : INFO : Epoch 1739 | loss: 0.0311589 | val_loss: 0.0311805 | Time: 2361.15 ms [2021-01-22 02:39:04 main:574] : INFO : Epoch 1740 | loss: 0.0311612 | val_loss: 0.0311802 | Time: 2281.81 ms [2021-01-22 02:39:07 main:574] : INFO : Epoch 1741 | loss: 0.0311615 | val_loss: 0.0311825 | Time: 2214.58 ms [2021-01-22 02:39:09 main:574] : INFO : Epoch 1742 | loss: 0.0311606 | val_loss: 0.0311824 | Time: 2410.08 ms [2021-01-22 02:39:12 main:574] : INFO : Epoch 1743 | loss: 0.0311607 | val_loss: 0.0311801 | Time: 2340.59 ms [2021-01-22 02:39:14 main:574] : INFO : Epoch 1744 | loss: 0.0311609 | val_loss: 0.0311864 | Time: 2203.88 ms [2021-01-22 02:39:16 main:574] : INFO : Epoch 1745 | loss: 0.0311601 | val_loss: 0.031183 | Time: 2226.53 ms [2021-01-22 02:39:18 main:574] : INFO : Epoch 1746 | loss: 0.0311605 | val_loss: 0.0311904 | Time: 2288.68 ms [2021-01-22 02:39:21 main:574] : INFO : Epoch 1747 | loss: 0.0311633 | val_loss: 0.0311809 | Time: 2389.65 ms [2021-01-22 02:39:23 main:574] : INFO : Epoch 1748 | loss: 0.0311602 | val_loss: 0.0311816 | Time: 2399.6 ms [2021-01-22 02:39:26 main:574] : INFO : Epoch 1749 | loss: 0.0311593 | val_loss: 0.0311805 | Time: 2478.53 ms [2021-01-22 02:39:28 main:574] : INFO : Epoch 1750 | loss: 0.0311594 | val_loss: 0.0311816 | Time: 2341.78 ms [2021-01-22 02:39:31 main:574] : INFO : Epoch 1751 | loss: 0.0311588 | val_loss: 0.031179 | Time: 2383.01 ms [2021-01-22 02:39:33 main:574] : INFO : Epoch 1752 | loss: 0.0311604 | val_loss: 0.0311797 | Time: 2372.13 ms [2021-01-22 02:39:35 main:574] : INFO : Epoch 1753 | loss: 0.03116 | val_loss: 0.0311811 | Time: 2283.33 ms [2021-01-22 02:39:38 main:574] : INFO : Epoch 1754 | loss: 0.0311623 | val_loss: 0.0311836 | Time: 2352.02 ms [2021-01-22 02:39:40 main:574] : INFO : Epoch 1755 | loss: 0.0311603 | val_loss: 0.0311806 | Time: 2259.42 ms [2021-01-22 02:39:43 main:574] : INFO : Epoch 1756 | loss: 0.0311599 | val_loss: 0.0311813 | Time: 2469.68 ms [2021-01-22 02:39:45 main:574] : INFO : Epoch 1757 | loss: 0.0311613 | val_loss: 0.0311843 | Time: 2305.76 ms [2021-01-22 02:39:47 main:574] : INFO : Epoch 1758 | loss: 0.0311633 | val_loss: 0.0311903 | Time: 2288.16 ms [2021-01-22 02:39:50 main:574] : INFO : Epoch 1759 | loss: 0.0311636 | val_loss: 0.0311815 | Time: 2270.83 ms [2021-01-22 02:39:52 main:574] : INFO : Epoch 1760 | loss: 0.0311614 | val_loss: 0.0311808 | Time: 2329.52 ms [2021-01-22 02:39:55 main:574] : INFO : Epoch 1761 | loss: 0.0311597 | val_loss: 0.0311868 | Time: 2321.01 ms [2021-01-22 02:39:57 main:574] : INFO : Epoch 1762 | loss: 0.0311606 | val_loss: 0.0311816 | Time: 2336.92 ms [2021-01-22 02:39:59 main:574] : INFO : Epoch 1763 | loss: 0.031161 | val_loss: 0.0311814 | Time: 2273.46 ms [2021-01-22 02:40:02 main:574] : INFO : Epoch 1764 | loss: 0.0311617 | val_loss: 0.0311894 | Time: 2339.2 ms [2021-01-22 02:40:04 main:574] : INFO : Epoch 1765 | loss: 0.031165 | val_loss: 0.0311831 | Time: 2376.8 ms [2021-01-22 02:40:06 main:574] : INFO : Epoch 1766 | loss: 0.03116 | val_loss: 0.0311814 | Time: 2319.97 ms [2021-01-22 02:40:09 main:574] : INFO : Epoch 1767 | loss: 0.0311594 | val_loss: 0.0311832 | Time: 2299.16 ms [2021-01-22 02:40:11 main:574] : INFO : Epoch 1768 | loss: 0.0311598 | val_loss: 0.0311847 | Time: 2360.73 ms [2021-01-22 02:40:14 main:574] : INFO : Epoch 1769 | loss: 0.0311633 | val_loss: 0.0311886 | Time: 2308.56 ms [2021-01-22 02:40:16 main:574] : INFO : Epoch 1770 | loss: 0.0311621 | val_loss: 0.0311809 | Time: 2367.21 ms [2021-01-22 02:40:18 main:574] : INFO : Epoch 1771 | loss: 0.0311602 | val_loss: 0.0311799 | Time: 2398.8 ms [2021-01-22 02:40:21 main:574] : INFO : Epoch 1772 | loss: 0.0311619 | val_loss: 0.0311823 | Time: 2263.64 ms [2021-01-22 02:40:23 main:574] : INFO : Epoch 1773 | loss: 0.031163 | val_loss: 0.031183 | Time: 2363.16 ms [2021-01-22 02:40:26 main:574] : INFO : Epoch 1774 | loss: 0.03116 | val_loss: 0.0311802 | Time: 2350.7 ms [2021-01-22 02:40:28 main:574] : INFO : Epoch 1775 | loss: 0.0311591 | val_loss: 0.0311793 | Time: 2424.11 ms [2021-01-22 02:40:31 main:574] : INFO : Epoch 1776 | loss: 0.0311592 | val_loss: 0.0311803 | Time: 2284.45 ms [2021-01-22 02:40:33 main:574] : INFO : Epoch 1777 | loss: 0.031159 | val_loss: 0.0311793 | Time: 2350.65 ms [2021-01-22 02:40:35 main:574] : INFO : Epoch 1778 | loss: 0.0311607 | val_loss: 0.0311807 | Time: 2324.66 ms [2021-01-22 02:40:38 main:574] : INFO : Epoch 1779 | loss: 0.0311603 | val_loss: 0.0311793 | Time: 2327.22 ms [2021-01-22 02:40:40 main:574] : INFO : Epoch 1780 | loss: 0.0311623 | val_loss: 0.0311844 | Time: 2450.93 ms [2021-01-22 02:40:43 main:574] : INFO : Epoch 1781 | loss: 0.0311641 | val_loss: 0.0311834 | Time: 2306.72 ms [2021-01-22 02:40:45 main:574] : INFO : Epoch 1782 | loss: 0.031161 | val_loss: 0.0311846 | Time: 2411.47 ms [2021-01-22 02:40:47 main:574] : INFO : Epoch 1783 | loss: 0.0311611 | val_loss: 0.0311835 | Time: 2347.56 ms [2021-01-22 02:40:50 main:574] : INFO : Epoch 1784 | loss: 0.0311601 | val_loss: 0.0311809 | Time: 2225.51 ms [2021-01-22 02:40:52 main:574] : INFO : Epoch 1785 | loss: 0.0311616 | val_loss: 0.0311808 | Time: 2353.04 ms [2021-01-22 02:40:55 main:574] : INFO : Epoch 1786 | loss: 0.0311612 | val_loss: 0.0311818 | Time: 2354.71 ms [2021-01-22 02:40:57 main:574] : INFO : Epoch 1787 | loss: 0.0311635 | val_loss: 0.0311829 | Time: 2240.03 ms [2021-01-22 02:40:59 main:574] : INFO : Epoch 1788 | loss: 0.0311651 | val_loss: 0.0311805 | Time: 2342.26 ms [2021-01-22 02:41:02 main:574] : INFO : Epoch 1789 | loss: 0.0311603 | val_loss: 0.0311818 | Time: 2243.5 ms [2021-01-22 02:41:04 main:574] : INFO : Epoch 1790 | loss: 0.0311611 | val_loss: 0.0311828 | Time: 2313.77 ms [2021-01-22 02:41:06 main:574] : INFO : Epoch 1791 | loss: 0.0311595 | val_loss: 0.0311797 | Time: 2291.66 ms [2021-01-22 02:41:09 main:574] : INFO : Epoch 1792 | loss: 0.0311606 | val_loss: 0.0311805 | Time: 2231.07 ms [2021-01-22 02:41:11 main:574] : INFO : Epoch 1793 | loss: 0.0311598 | val_loss: 0.0311816 | Time: 2313.14 ms [2021-01-22 02:41:13 main:574] : INFO : Epoch 1794 | loss: 0.0311599 | val_loss: 0.031182 | Time: 2333.1 ms [2021-01-22 02:41:16 main:574] : INFO : Epoch 1795 | loss: 0.0311598 | val_loss: 0.0311793 | Time: 2322.29 ms [2021-01-22 02:41:18 main:574] : INFO : Epoch 1796 | loss: 0.0311606 | val_loss: 0.0311814 | Time: 2346.75 ms [2021-01-22 02:41:21 main:574] : INFO : Epoch 1797 | loss: 0.0311597 | val_loss: 0.0311847 | Time: 2282.43 ms [2021-01-22 02:41:23 main:574] : INFO : Epoch 1798 | loss: 0.0311626 | val_loss: 0.0311799 | Time: 2377.3 ms [2021-01-22 02:41:25 main:574] : INFO : Epoch 1799 | loss: 0.0311626 | val_loss: 0.0311837 | Time: 2278.97 ms [2021-01-22 02:41:28 main:574] : INFO : Epoch 1800 | loss: 0.0311629 | val_loss: 0.0311818 | Time: 2269.59 ms [2021-01-22 02:41:30 main:574] : INFO : Epoch 1801 | loss: 0.0311605 | val_loss: 0.0311831 | Time: 2405.05 ms [2021-01-22 02:41:32 main:574] : INFO : Epoch 1802 | loss: 0.0311615 | val_loss: 0.0311882 | Time: 2377.7 ms [2021-01-22 02:41:35 main:574] : INFO : Epoch 1803 | loss: 0.0311607 | val_loss: 0.0311816 | Time: 2474.12 ms [2021-01-22 02:41:37 main:574] : INFO : Epoch 1804 | loss: 0.0311598 | val_loss: 0.0311812 | Time: 2324.72 ms [2021-01-22 02:41:40 main:574] : INFO : Epoch 1805 | loss: 0.0311616 | val_loss: 0.031187 | Time: 2251.74 ms [2021-01-22 02:41:42 main:574] : INFO : Epoch 1806 | loss: 0.0311615 | val_loss: 0.0311808 | Time: 2407.28 ms [2021-01-22 02:41:45 main:574] : INFO : Epoch 1807 | loss: 0.0311588 | val_loss: 0.0311827 | Time: 2310.15 ms [2021-01-22 02:41:47 main:574] : INFO : Epoch 1808 | loss: 0.0311597 | val_loss: 0.0311824 | Time: 2276.68 ms [2021-01-22 02:41:49 main:574] : INFO : Epoch 1809 | loss: 0.0311598 | val_loss: 0.0311805 | Time: 2368.99 ms [2021-01-22 02:41:52 main:574] : INFO : Epoch 1810 | loss: 0.03116 | val_loss: 0.0311815 | Time: 2263.17 ms [2021-01-22 02:41:54 main:574] : INFO : Epoch 1811 | loss: 0.0311624 | val_loss: 0.031186 | Time: 2360.63 ms [2021-01-22 02:41:56 main:574] : INFO : Epoch 1812 | loss: 0.0311619 | val_loss: 0.0311804 | Time: 2294.59 ms [2021-01-22 02:41:59 main:574] : INFO : Epoch 1813 | loss: 0.0311603 | val_loss: 0.0311817 | Time: 2247.56 ms [2021-01-22 02:42:01 main:574] : INFO : Epoch 1814 | loss: 0.0311602 | val_loss: 0.0311801 | Time: 2291.27 ms [2021-01-22 02:42:03 main:574] : INFO : Epoch 1815 | loss: 0.031161 | val_loss: 0.0311836 | Time: 2273.98 ms [2021-01-22 02:42:06 main:574] : INFO : Epoch 1816 | loss: 0.0311607 | val_loss: 0.0311827 | Time: 2282.33 ms [2021-01-22 02:42:08 main:574] : INFO : Epoch 1817 | loss: 0.0311608 | val_loss: 0.0311833 | Time: 2389.4 ms [2021-01-22 02:42:11 main:574] : INFO : Epoch 1818 | loss: 0.0311599 | val_loss: 0.031179 | Time: 2270.8 ms [2021-01-22 02:42:13 main:574] : INFO : Epoch 1819 | loss: 0.03116 | val_loss: 0.0311836 | Time: 2195.81 ms [2021-01-22 02:42:15 main:574] : INFO : Epoch 1820 | loss: 0.0311615 | val_loss: 0.0311819 | Time: 2326.82 ms [2021-01-22 02:42:18 main:574] : INFO : Epoch 1821 | loss: 0.0311597 | val_loss: 0.03118 | Time: 2332.32 ms [2021-01-22 02:42:20 main:574] : INFO : Epoch 1822 | loss: 0.0311599 | val_loss: 0.0311825 | Time: 2327.72 ms [2021-01-22 02:42:22 main:574] : INFO : Epoch 1823 | loss: 0.0311615 | val_loss: 0.0311823 | Time: 2369.6 ms [2021-01-22 02:42:25 main:574] : INFO : Epoch 1824 | loss: 0.0311601 | val_loss: 0.0311799 | Time: 2340.35 ms [2021-01-22 02:42:27 main:574] : INFO : Epoch 1825 | loss: 0.0311598 | val_loss: 0.0311827 | Time: 2264.85 ms [2021-01-22 02:42:30 main:574] : INFO : Epoch 1826 | loss: 0.0311595 | val_loss: 0.0311811 | Time: 2406.59 ms [2021-01-22 02:42:32 main:574] : INFO : Epoch 1827 | loss: 0.0311595 | val_loss: 0.0311809 | Time: 2194.66 ms [2021-01-22 02:42:34 main:574] : INFO : Epoch 1828 | loss: 0.0311613 | val_loss: 0.0311832 | Time: 2188.85 ms [2021-01-22 02:42:36 main:574] : INFO : Epoch 1829 | loss: 0.0311613 | val_loss: 0.0311809 | Time: 2030.88 ms [2021-01-22 02:42:38 main:574] : INFO : Epoch 1830 | loss: 0.0311599 | val_loss: 0.0311794 | Time: 2277.34 ms [2021-01-22 02:42:41 main:574] : INFO : Epoch 1831 | loss: 0.0311614 | val_loss: 0.0311844 | Time: 2174.99 ms [2021-01-22 02:42:43 main:574] : INFO : Epoch 1832 | loss: 0.0311619 | val_loss: 0.0311799 | Time: 2358.18 ms [2021-01-22 02:42:45 main:574] : INFO : Epoch 1833 | loss: 0.0311597 | val_loss: 0.0311807 | Time: 2210.88 ms [2021-01-22 02:42:48 main:574] : INFO : Epoch 1834 | loss: 0.0311591 | val_loss: 0.0311811 | Time: 2232.86 ms [2021-01-22 02:42:50 main:574] : INFO : Epoch 1835 | loss: 0.0311612 | val_loss: 0.0311812 | Time: 2327.81 ms [2021-01-22 02:42:52 main:574] : INFO : Epoch 1836 | loss: 0.0311609 | val_loss: 0.0311831 | Time: 2230.53 ms [2021-01-22 02:42:54 main:574] : INFO : Epoch 1837 | loss: 0.0311607 | val_loss: 0.031185 | Time: 2312.45 ms [2021-01-22 02:42:57 main:574] : INFO : Epoch 1838 | loss: 0.0311622 | val_loss: 0.0311809 | Time: 2205.34 ms [2021-01-22 02:42:59 main:574] : INFO : Epoch 1839 | loss: 0.0311599 | val_loss: 0.0311816 | Time: 2240.19 ms [2021-01-22 02:43:01 main:574] : INFO : Epoch 1840 | loss: 0.0311601 | val_loss: 0.0311825 | Time: 2225.82 ms [2021-01-22 02:43:04 main:574] : INFO : Epoch 1841 | loss: 0.0311601 | val_loss: 0.0311806 | Time: 2366 ms [2021-01-22 02:43:06 main:574] : INFO : Epoch 1842 | loss: 0.0311608 | val_loss: 0.0311825 | Time: 2312.93 ms [2021-01-22 02:43:08 main:574] : INFO : Epoch 1843 | loss: 0.03116 | val_loss: 0.0311791 | Time: 2175.49 ms [2021-01-22 02:43:11 main:574] : INFO : Epoch 1844 | loss: 0.0311593 | val_loss: 0.0311828 | Time: 2297.97 ms [2021-01-22 02:43:13 main:574] : INFO : Epoch 1845 | loss: 0.0311599 | val_loss: 0.0311817 | Time: 2319.32 ms [2021-01-22 02:43:16 main:574] : INFO : Epoch 1846 | loss: 0.03116 | val_loss: 0.0311787 | Time: 2320.78 ms [2021-01-22 02:43:18 main:574] : INFO : Epoch 1847 | loss: 0.0311596 | val_loss: 0.0311818 | Time: 2324.84 ms [2021-01-22 02:43:20 main:574] : INFO : Epoch 1848 | loss: 0.0311616 | val_loss: 0.0311824 | Time: 2306.26 ms [2021-01-22 02:43:23 main:574] : INFO : Epoch 1849 | loss: 0.0311608 | val_loss: 0.0311892 | Time: 2214.47 ms [2021-01-22 02:43:25 main:574] : INFO : Epoch 1850 | loss: 0.0311616 | val_loss: 0.0311794 | Time: 2322.93 ms [2021-01-22 02:43:27 main:574] : INFO : Epoch 1851 | loss: 0.0311601 | val_loss: 0.031185 | Time: 2034.45 ms [2021-01-22 02:43:29 main:574] : INFO : Epoch 1852 | loss: 0.0311627 | val_loss: 0.0311823 | Time: 2265.59 ms [2021-01-22 02:43:32 main:574] : INFO : Epoch 1853 | loss: 0.0311624 | val_loss: 0.0311841 | Time: 2345.95 ms [2021-01-22 02:43:34 main:574] : INFO : Epoch 1854 | loss: 0.0311604 | val_loss: 0.0311795 | Time: 2304.19 ms [2021-01-22 02:43:36 main:574] : INFO : Epoch 1855 | loss: 0.0311592 | val_loss: 0.0311799 | Time: 2335.38 ms [2021-01-22 02:43:39 main:574] : INFO : Epoch 1856 | loss: 0.0311625 | val_loss: 0.0311808 | Time: 2263.46 ms [2021-01-22 02:43:41 main:574] : INFO : Epoch 1857 | loss: 0.0311599 | val_loss: 0.0311827 | Time: 2376.26 ms [2021-01-22 02:43:44 main:574] : INFO : Epoch 1858 | loss: 0.0311603 | val_loss: 0.0311834 | Time: 2341.75 ms [2021-01-22 02:43:46 main:574] : INFO : Epoch 1859 | loss: 0.0311591 | val_loss: 0.0311807 | Time: 2166.19 ms [2021-01-22 02:43:48 main:574] : INFO : Epoch 1860 | loss: 0.0311593 | val_loss: 0.0311793 | Time: 2270.76 ms [2021-01-22 02:43:51 main:574] : INFO : Epoch 1861 | loss: 0.0311592 | val_loss: 0.0311828 | Time: 2275.72 ms [2021-01-22 02:43:53 main:574] : INFO : Epoch 1862 | loss: 0.0311594 | val_loss: 0.0311839 | Time: 2277.74 ms [2021-01-22 02:43:55 main:574] : INFO : Epoch 1863 | loss: 0.0311605 | val_loss: 0.03118 | Time: 2242.25 ms [2021-01-22 02:43:58 main:574] : INFO : Epoch 1864 | loss: 0.0311596 | val_loss: 0.0311804 | Time: 2367.34 ms [2021-01-22 02:44:00 main:574] : INFO : Epoch 1865 | loss: 0.0311592 | val_loss: 0.0311796 | Time: 2232.92 ms [2021-01-22 02:44:02 main:574] : INFO : Epoch 1866 | loss: 0.0311603 | val_loss: 0.0311791 | Time: 2256.56 ms [2021-01-22 02:44:05 main:574] : INFO : Epoch 1867 | loss: 0.0311603 | val_loss: 0.0311856 | Time: 2271.19 ms [2021-01-22 02:44:07 main:574] : INFO : Epoch 1868 | loss: 0.0311616 | val_loss: 0.0311863 | Time: 2324.88 ms [2021-01-22 02:44:09 main:574] : INFO : Epoch 1869 | loss: 0.0311606 | val_loss: 0.0311804 | Time: 2215.67 ms [2021-01-22 02:44:12 main:574] : INFO : Epoch 1870 | loss: 0.0311588 | val_loss: 0.0311802 | Time: 2263.56 ms [2021-01-22 02:44:14 main:574] : INFO : Epoch 1871 | loss: 0.0311598 | val_loss: 0.0311799 | Time: 2246.2 ms [2021-01-22 02:44:16 main:574] : INFO : Epoch 1872 | loss: 0.0311592 | val_loss: 0.0311799 | Time: 2285.05 ms [2021-01-22 02:44:19 main:574] : INFO : Epoch 1873 | loss: 0.0311588 | val_loss: 0.0311802 | Time: 2308.75 ms [2021-01-22 02:44:21 main:574] : INFO : Epoch 1874 | loss: 0.0311598 | val_loss: 0.0311816 | Time: 2215.81 ms [2021-01-22 02:44:23 main:574] : INFO : Epoch 1875 | loss: 0.0311591 | val_loss: 0.0311804 | Time: 2309.95 ms [2021-01-22 02:44:25 main:574] : INFO : Epoch 1876 | loss: 0.0311588 | val_loss: 0.0311801 | Time: 2121.61 ms [2021-01-22 02:44:28 main:574] : INFO : Epoch 1877 | loss: 0.0311599 | val_loss: 0.0311852 | Time: 2162.1 ms [2021-01-22 02:44:30 main:574] : INFO : Epoch 1878 | loss: 0.0311614 | val_loss: 0.0311803 | Time: 2276.3 ms [2021-01-22 02:44:32 main:574] : INFO : Epoch 1879 | loss: 0.0311598 | val_loss: 0.0311821 | Time: 2154.24 ms [2021-01-22 02:44:34 main:574] : INFO : Epoch 1880 | loss: 0.0311594 | val_loss: 0.0311806 | Time: 2205.04 ms [2021-01-22 02:44:37 main:574] : INFO : Epoch 1881 | loss: 0.0311605 | val_loss: 0.031181 | Time: 2281.73 ms [2021-01-22 02:44:39 main:574] : INFO : Epoch 1882 | loss: 0.0311629 | val_loss: 0.0311861 | Time: 2293.19 ms [2021-01-22 02:44:41 main:574] : INFO : Epoch 1883 | loss: 0.0311635 | val_loss: 0.0311808 | Time: 2300.55 ms [2021-01-22 02:44:44 main:574] : INFO : Epoch 1884 | loss: 0.031161 | val_loss: 0.0311823 | Time: 2366.58 ms [2021-01-22 02:44:46 main:574] : INFO : Epoch 1885 | loss: 0.0311587 | val_loss: 0.0311783 | Time: 2152.69 ms [2021-01-22 02:44:48 main:574] : INFO : Epoch 1886 | loss: 0.0311588 | val_loss: 0.031183 | Time: 2320.66 ms [2021-01-22 02:44:51 main:574] : INFO : Epoch 1887 | loss: 0.0311603 | val_loss: 0.0311798 | Time: 2304.89 ms [2021-01-22 02:44:53 main:574] : INFO : Epoch 1888 | loss: 0.0311603 | val_loss: 0.0311842 | Time: 2203.63 ms [2021-01-22 02:44:55 main:574] : INFO : Epoch 1889 | loss: 0.0311608 | val_loss: 0.0311884 | Time: 2279.56 ms [2021-01-22 02:44:58 main:574] : INFO : Epoch 1890 | loss: 0.031162 | val_loss: 0.0311792 | Time: 2294.63 ms [2021-01-22 02:45:00 main:574] : INFO : Epoch 1891 | loss: 0.031159 | val_loss: 0.0311812 | Time: 2268.45 ms [2021-01-22 02:45:02 main:574] : INFO : Epoch 1892 | loss: 0.0311599 | val_loss: 0.03118 | Time: 2142.15 ms [2021-01-22 02:45:05 main:574] : INFO : Epoch 1893 | loss: 0.0311595 | val_loss: 0.0311797 | Time: 2247.45 ms [2021-01-22 02:45:07 main:574] : INFO : Epoch 1894 | loss: 0.0311597 | val_loss: 0.0311812 | Time: 2353.58 ms [2021-01-22 02:45:09 main:574] : INFO : Epoch 1895 | loss: 0.0311599 | val_loss: 0.0311826 | Time: 2245.32 ms [2021-01-22 02:45:12 main:574] : INFO : Epoch 1896 | loss: 0.0311606 | val_loss: 0.0311796 | Time: 2259 ms [2021-01-22 02:45:14 main:574] : INFO : Epoch 1897 | loss: 0.0311594 | val_loss: 0.0311796 | Time: 2226.84 ms [2021-01-22 02:45:16 main:574] : INFO : Epoch 1898 | loss: 0.031159 | val_loss: 0.0311814 | Time: 2211.18 ms [2021-01-22 02:45:18 main:574] : INFO : Epoch 1899 | loss: 0.0311592 | val_loss: 0.0311833 | Time: 2241.05 ms [2021-01-22 02:45:21 main:574] : INFO : Epoch 1900 | loss: 0.0311589 | val_loss: 0.0311793 | Time: 2322.26 ms [2021-01-22 02:45:23 main:574] : INFO : Epoch 1901 | loss: 0.0311589 | val_loss: 0.031179 | Time: 2327.93 ms [2021-01-22 02:45:26 main:574] : INFO : Epoch 1902 | loss: 0.0311591 | val_loss: 0.0311844 | Time: 2331.8 ms [2021-01-22 02:45:28 main:574] : INFO : Epoch 1903 | loss: 0.0311591 | val_loss: 0.0311814 | Time: 2294.26 ms [2021-01-22 02:45:31 main:574] : INFO : Epoch 1904 | loss: 0.0311603 | val_loss: 0.0311787 | Time: 2467.56 ms [2021-01-22 02:45:33 main:574] : INFO : Epoch 1905 | loss: 0.0311604 | val_loss: 0.0311807 | Time: 2454.7 ms [2021-01-22 02:45:35 main:574] : INFO : Epoch 1906 | loss: 0.031159 | val_loss: 0.0311815 | Time: 2371.83 ms [2021-01-22 02:45:38 main:574] : INFO : Epoch 1907 | loss: 0.0311601 | val_loss: 0.0311832 | Time: 2335.8 ms [2021-01-22 02:45:40 main:574] : INFO : Epoch 1908 | loss: 0.0311602 | val_loss: 0.0311811 | Time: 2354.8 ms [2021-01-22 02:45:43 main:574] : INFO : Epoch 1909 | loss: 0.03116 | val_loss: 0.0311846 | Time: 2255.49 ms [2021-01-22 02:45:45 main:574] : INFO : Epoch 1910 | loss: 0.0311612 | val_loss: 0.0311826 | Time: 2048.53 ms [2021-01-22 02:45:47 main:574] : INFO : Epoch 1911 | loss: 0.03116 | val_loss: 0.0311789 | Time: 2301.39 ms [2021-01-22 02:45:49 main:574] : INFO : Epoch 1912 | loss: 0.0311586 | val_loss: 0.0311789 | Time: 2342.66 ms [2021-01-22 02:45:52 main:574] : INFO : Epoch 1913 | loss: 0.0311596 | val_loss: 0.0311792 | Time: 2403.02 ms [2021-01-22 02:45:54 main:574] : INFO : Epoch 1914 | loss: 0.0311599 | val_loss: 0.0311826 | Time: 2333.3 ms [2021-01-22 02:45:56 main:574] : INFO : Epoch 1915 | loss: 0.0311596 | val_loss: 0.0311817 | Time: 2317.49 ms [2021-01-22 02:45:59 main:574] : INFO : Epoch 1916 | loss: 0.0311598 | val_loss: 0.0311818 | Time: 2286.25 ms [2021-01-22 02:46:01 main:574] : INFO : Epoch 1917 | loss: 0.0311593 | val_loss: 0.0311803 | Time: 2270.69 ms [2021-01-22 02:46:04 main:574] : INFO : Epoch 1918 | loss: 0.0311593 | val_loss: 0.0311805 | Time: 2466.12 ms [2021-01-22 02:46:06 main:574] : INFO : Epoch 1919 | loss: 0.0311595 | val_loss: 0.0311823 | Time: 2353.95 ms [2021-01-22 02:46:08 main:574] : INFO : Epoch 1920 | loss: 0.0311599 | val_loss: 0.0311782 | Time: 2315.58 ms [2021-01-22 02:46:11 main:574] : INFO : Epoch 1921 | loss: 0.0311587 | val_loss: 0.0311832 | Time: 2429.71 ms [2021-01-22 02:46:13 main:574] : INFO : Epoch 1922 | loss: 0.0311597 | val_loss: 0.031182 | Time: 2271.99 ms [2021-01-22 02:46:16 main:574] : INFO : Epoch 1923 | loss: 0.0311605 | val_loss: 0.0311863 | Time: 2380.13 ms [2021-01-22 02:46:18 main:574] : INFO : Epoch 1924 | loss: 0.0311621 | val_loss: 0.0311804 | Time: 2354.1 ms [2021-01-22 02:46:20 main:574] : INFO : Epoch 1925 | loss: 0.0311606 | val_loss: 0.0311813 | Time: 2331.6 ms [2021-01-22 02:46:23 main:574] : INFO : Epoch 1926 | loss: 0.0311605 | val_loss: 0.0311833 | Time: 2266.9 ms [2021-01-22 02:46:25 main:574] : INFO : Epoch 1927 | loss: 0.0311588 | val_loss: 0.0311815 | Time: 2308.65 ms [2021-01-22 02:46:28 main:574] : INFO : Epoch 1928 | loss: 0.0311588 | val_loss: 0.0311838 | Time: 2340.09 ms [2021-01-22 02:46:30 main:574] : INFO : Epoch 1929 | loss: 0.0311589 | val_loss: 0.0311815 | Time: 2337.29 ms [2021-01-22 02:46:32 main:574] : INFO : Epoch 1930 | loss: 0.0311594 | val_loss: 0.0311821 | Time: 2406.47 ms [2021-01-22 02:46:35 main:574] : INFO : Epoch 1931 | loss: 0.0311605 | val_loss: 0.0311787 | Time: 2268.49 ms [2021-01-22 02:46:37 main:574] : INFO : Epoch 1932 | loss: 0.0311599 | val_loss: 0.0311831 | Time: 2299.92 ms [2021-01-22 02:46:39 main:574] : INFO : Epoch 1933 | loss: 0.0311608 | val_loss: 0.0311853 | Time: 2255.95 ms [2021-01-22 02:46:42 main:574] : INFO : Epoch 1934 | loss: 0.0311598 | val_loss: 0.0311804 | Time: 2234.66 ms [2021-01-22 02:46:44 main:574] : INFO : Epoch 1935 | loss: 0.0311604 | val_loss: 0.0311806 | Time: 2314.37 ms [2021-01-22 02:46:46 main:574] : INFO : Epoch 1936 | loss: 0.0311608 | val_loss: 0.0311834 | Time: 2274.05 ms [2021-01-22 02:46:49 main:574] : INFO : Epoch 1937 | loss: 0.0311607 | val_loss: 0.0311788 | Time: 2271.8 ms [2021-01-22 02:46:51 main:574] : INFO : Epoch 1938 | loss: 0.0311606 | val_loss: 0.0311789 | Time: 2257.44 ms [2021-01-22 02:46:53 main:574] : INFO : Epoch 1939 | loss: 0.0311588 | val_loss: 0.0311816 | Time: 2389.61 ms [2021-01-22 02:46:56 main:574] : INFO : Epoch 1940 | loss: 0.0311597 | val_loss: 0.0311781 | Time: 2349.86 ms [2021-01-22 02:46:58 main:574] : INFO : Epoch 1941 | loss: 0.0311597 | val_loss: 0.03118 | Time: 2258.97 ms [2021-01-22 02:47:00 main:574] : INFO : Epoch 1942 | loss: 0.0311589 | val_loss: 0.0311815 | Time: 2222.47 ms [2021-01-22 02:47:03 main:574] : INFO : Epoch 1943 | loss: 0.0311613 | val_loss: 0.0311788 | Time: 2152.79 ms [2021-01-22 02:47:05 main:574] : INFO : Epoch 1944 | loss: 0.0311624 | val_loss: 0.0311816 | Time: 2289.14 ms [2021-01-22 02:47:07 main:574] : INFO : Epoch 1945 | loss: 0.0311605 | val_loss: 0.0311854 | Time: 2264.37 ms [2021-01-22 02:47:10 main:574] : INFO : Epoch 1946 | loss: 0.0311594 | val_loss: 0.0311796 | Time: 2234.09 ms [2021-01-22 02:47:12 main:574] : INFO : Epoch 1947 | loss: 0.0311593 | val_loss: 0.031182 | Time: 2202.44 ms [2021-01-22 02:47:14 main:574] : INFO : Epoch 1948 | loss: 0.0311593 | val_loss: 0.0311812 | Time: 2298.13 ms [2021-01-22 02:47:17 main:574] : INFO : Epoch 1949 | loss: 0.0311591 | val_loss: 0.0311844 | Time: 2266.18 ms [2021-01-22 02:47:19 main:574] : INFO : Epoch 1950 | loss: 0.03116 | val_loss: 0.0311817 | Time: 2288.59 ms [2021-01-22 02:47:21 main:574] : INFO : Epoch 1951 | loss: 0.0311589 | val_loss: 0.031181 | Time: 2251.97 ms [2021-01-22 02:47:24 main:574] : INFO : Epoch 1952 | loss: 0.0311608 | val_loss: 0.0311807 | Time: 2297.84 ms [2021-01-22 02:47:26 main:574] : INFO : Epoch 1953 | loss: 0.0311609 | val_loss: 0.03118 | Time: 2279.51 ms [2021-01-22 02:47:28 main:574] : INFO : Epoch 1954 | loss: 0.0311608 | val_loss: 0.0311872 | Time: 2389.96 ms [2021-01-22 02:47:31 main:574] : INFO : Epoch 1955 | loss: 0.0311616 | val_loss: 0.031181 | Time: 2244.15 ms [2021-01-22 02:47:33 main:574] : INFO : Epoch 1956 | loss: 0.0311587 | val_loss: 0.0311793 | Time: 2254.21 ms [2021-01-22 02:47:35 main:574] : INFO : Epoch 1957 | loss: 0.0311599 | val_loss: 0.0311884 | Time: 2255.53 ms [2021-01-22 02:47:38 main:574] : INFO : Epoch 1958 | loss: 0.0311598 | val_loss: 0.0311784 | Time: 2292.21 ms [2021-01-22 02:47:40 main:574] : INFO : Epoch 1959 | loss: 0.0311598 | val_loss: 0.0311862 | Time: 2185.2 ms [2021-01-22 02:47:42 main:574] : INFO : Epoch 1960 | loss: 0.0311606 | val_loss: 0.0311823 | Time: 2431.97 ms [2021-01-22 02:47:45 main:574] : INFO : Epoch 1961 | loss: 0.0311606 | val_loss: 0.0311799 | Time: 2342.69 ms [2021-01-22 02:47:47 main:574] : INFO : Epoch 1962 | loss: 0.0311592 | val_loss: 0.0311791 | Time: 2231.95 ms [2021-01-22 02:47:49 main:574] : INFO : Epoch 1963 | loss: 0.0311603 | val_loss: 0.0311789 | Time: 2225.23 ms [2021-01-22 02:47:52 main:574] : INFO : Epoch 1964 | loss: 0.0311591 | val_loss: 0.0311808 | Time: 2296.39 ms [2021-01-22 02:47:54 main:574] : INFO : Epoch 1965 | loss: 0.0311591 | val_loss: 0.0311788 | Time: 2229.72 ms [2021-01-22 02:47:56 main:574] : INFO : Epoch 1966 | loss: 0.0311593 | val_loss: 0.0311796 | Time: 2268.5 ms [2021-01-22 02:47:59 main:574] : INFO : Epoch 1967 | loss: 0.0311592 | val_loss: 0.0311797 | Time: 2224.42 ms [2021-01-22 02:48:01 main:574] : INFO : Epoch 1968 | loss: 0.0311603 | val_loss: 0.0311819 | Time: 2363.61 ms [2021-01-22 02:48:04 main:574] : INFO : Epoch 1969 | loss: 0.0311586 | val_loss: 0.0311793 | Time: 2452.09 ms [2021-01-22 02:48:06 main:574] : INFO : Epoch 1970 | loss: 0.0311598 | val_loss: 0.0311787 | Time: 2398 ms [2021-01-22 02:48:08 main:574] : INFO : Epoch 1971 | loss: 0.031159 | val_loss: 0.031181 | Time: 2353.36 ms [2021-01-22 02:48:11 main:574] : INFO : Epoch 1972 | loss: 0.0311596 | val_loss: 0.0311821 | Time: 2338.7 ms [2021-01-22 02:48:13 main:574] : INFO : Epoch 1973 | loss: 0.0311597 | val_loss: 0.031183 | Time: 2460.66 ms [2021-01-22 02:48:16 main:574] : INFO : Epoch 1974 | loss: 0.0311601 | val_loss: 0.0311806 | Time: 2352.01 ms [2021-01-22 02:48:18 main:574] : INFO : Epoch 1975 | loss: 0.0311598 | val_loss: 0.0311786 | Time: 2366.4 ms [2021-01-22 02:48:21 main:574] : INFO : Epoch 1976 | loss: 0.0311596 | val_loss: 0.0311817 | Time: 2310.58 ms [2021-01-22 02:48:23 main:574] : INFO : Epoch 1977 | loss: 0.0311614 | val_loss: 0.0311806 | Time: 2336.24 ms [2021-01-22 02:48:25 main:574] : INFO : Epoch 1978 | loss: 0.0311594 | val_loss: 0.0311787 | Time: 2307.78 ms [2021-01-22 02:48:28 main:574] : INFO : Epoch 1979 | loss: 0.03116 | val_loss: 0.0311808 | Time: 2266.78 ms [2021-01-22 02:48:30 main:574] : INFO : Epoch 1980 | loss: 0.0311585 | val_loss: 0.0311815 | Time: 2382.51 ms [2021-01-22 02:48:32 main:574] : INFO : Epoch 1981 | loss: 0.0311601 | val_loss: 0.0311804 | Time: 2287.36 ms [2021-01-22 02:48:35 main:574] : INFO : Epoch 1982 | loss: 0.0311587 | val_loss: 0.0311781 | Time: 2254.79 ms [2021-01-22 02:48:37 main:574] : INFO : Epoch 1983 | loss: 0.0311589 | val_loss: 0.0311807 | Time: 2320.68 ms [2021-01-22 02:48:39 main:574] : INFO : Epoch 1984 | loss: 0.0311626 | val_loss: 0.0311864 | Time: 2289.58 ms [2021-01-22 02:48:42 main:574] : INFO : Epoch 1985 | loss: 0.0311628 | val_loss: 0.0311799 | Time: 2200.83 ms [2021-01-22 02:48:44 main:574] : INFO : Epoch 1986 | loss: 0.0311603 | val_loss: 0.0311828 | Time: 2292.13 ms [2021-01-22 02:48:47 main:574] : INFO : Epoch 1987 | loss: 0.0311606 | val_loss: 0.0311801 | Time: 2378.57 ms [2021-01-22 02:48:49 main:574] : INFO : Epoch 1988 | loss: 0.0311586 | val_loss: 0.031182 | Time: 2223.25 ms [2021-01-22 02:48:51 main:574] : INFO : Epoch 1989 | loss: 0.0311594 | val_loss: 0.0311823 | Time: 2358.4 ms [2021-01-22 02:48:54 main:574] : INFO : Epoch 1990 | loss: 0.0311601 | val_loss: 0.0311787 | Time: 2272.55 ms [2021-01-22 02:48:56 main:574] : INFO : Epoch 1991 | loss: 0.0311612 | val_loss: 0.0311825 | Time: 2203.83 ms [2021-01-22 02:48:58 main:574] : INFO : Epoch 1992 | loss: 0.0311592 | val_loss: 0.0311794 | Time: 2298.34 ms [2021-01-22 02:49:00 main:574] : INFO : Epoch 1993 | loss: 0.0311592 | val_loss: 0.031186 | Time: 2210 ms [2021-01-22 02:49:03 main:574] : INFO : Epoch 1994 | loss: 0.0311593 | val_loss: 0.0311787 | Time: 2409.22 ms [2021-01-22 02:49:05 main:574] : INFO : Epoch 1995 | loss: 0.0311592 | val_loss: 0.0311823 | Time: 2271.06 ms [2021-01-22 02:49:08 main:574] : INFO : Epoch 1996 | loss: 0.031161 | val_loss: 0.0311826 | Time: 2343.11 ms [2021-01-22 02:49:10 main:574] : INFO : Epoch 1997 | loss: 0.0311603 | val_loss: 0.0311824 | Time: 2435.72 ms [2021-01-22 02:49:12 main:574] : INFO : Epoch 1998 | loss: 0.0311587 | val_loss: 0.0311816 | Time: 2299.76 ms [2021-01-22 02:49:15 main:574] : INFO : Epoch 1999 | loss: 0.0311593 | val_loss: 0.03118 | Time: 2327.91 ms [2021-01-22 02:49:17 main:574] : INFO : Epoch 2000 | loss: 0.0311598 | val_loss: 0.0311836 | Time: 2384.88 ms [2021-01-22 02:49:20 main:574] : INFO : Epoch 2001 | loss: 0.031161 | val_loss: 0.0311799 | Time: 2377.45 ms [2021-01-22 02:49:22 main:574] : INFO : Epoch 2002 | loss: 0.0311626 | val_loss: 0.0311805 | Time: 2469.76 ms [2021-01-22 02:49:25 main:574] : INFO : Epoch 2003 | loss: 0.0311604 | val_loss: 0.0311817 | Time: 2246.17 ms [2021-01-22 02:49:27 main:574] : INFO : Epoch 2004 | loss: 0.0311602 | val_loss: 0.0311807 | Time: 2404.13 ms [2021-01-22 02:49:30 main:574] : INFO : Epoch 2005 | loss: 0.0311591 | val_loss: 0.0311785 | Time: 2266.61 ms [2021-01-22 02:49:32 main:574] : INFO : Epoch 2006 | loss: 0.0311591 | val_loss: 0.0311811 | Time: 2264.37 ms [2021-01-22 02:49:34 main:574] : INFO : Epoch 2007 | loss: 0.0311586 | val_loss: 0.0311798 | Time: 2162.84 ms [2021-01-22 02:49:36 main:574] : INFO : Epoch 2008 | loss: 0.0311597 | val_loss: 0.0311822 | Time: 2346.51 ms [2021-01-22 02:49:39 main:574] : INFO : Epoch 2009 | loss: 0.03116 | val_loss: 0.0311809 | Time: 2289.82 ms [2021-01-22 02:49:41 main:574] : INFO : Epoch 2010 | loss: 0.0311598 | val_loss: 0.0311787 | Time: 2294.22 ms [2021-01-22 02:49:44 main:574] : INFO : Epoch 2011 | loss: 0.0311591 | val_loss: 0.0311833 | Time: 2397.01 ms [2021-01-22 02:49:46 main:574] : INFO : Epoch 2012 | loss: 0.0311599 | val_loss: 0.0311856 | Time: 2366.02 ms [2021-01-22 02:49:48 main:574] : INFO : Epoch 2013 | loss: 0.0311594 | val_loss: 0.0311809 | Time: 2351.3 ms [2021-01-22 02:49:51 main:574] : INFO : Epoch 2014 | loss: 0.0311589 | val_loss: 0.0311821 | Time: 2372.29 ms [2021-01-22 02:49:53 main:574] : INFO : Epoch 2015 | loss: 0.0311586 | val_loss: 0.0311814 | Time: 2416.66 ms [2021-01-22 02:49:56 main:574] : INFO : Epoch 2016 | loss: 0.031159 | val_loss: 0.0311818 | Time: 2311.14 ms [2021-01-22 02:49:58 main:574] : INFO : Epoch 2017 | loss: 0.03116 | val_loss: 0.0311795 | Time: 2276.23 ms [2021-01-22 02:50:00 main:574] : INFO : Epoch 2018 | loss: 0.0311589 | val_loss: 0.031179 | Time: 2327.84 ms [2021-01-22 02:50:03 main:574] : INFO : Epoch 2019 | loss: 0.0311631 | val_loss: 0.0311803 | Time: 2301.89 ms [2021-01-22 02:50:05 main:574] : INFO : Epoch 2020 | loss: 0.0311639 | val_loss: 0.0311808 | Time: 2276.41 ms [2021-01-22 02:50:08 main:574] : INFO : Epoch 2021 | loss: 0.0311628 | val_loss: 0.0311847 | Time: 2319.76 ms [2021-01-22 02:50:10 main:574] : INFO : Epoch 2022 | loss: 0.0311614 | val_loss: 0.0311817 | Time: 2350.17 ms [2021-01-22 02:50:12 main:574] : INFO : Epoch 2023 | loss: 0.0311602 | val_loss: 0.0311829 | Time: 2258.91 ms [2021-01-22 02:50:15 main:574] : INFO : Epoch 2024 | loss: 0.0311592 | val_loss: 0.0311828 | Time: 2466.81 ms [2021-01-22 02:50:17 main:574] : INFO : Epoch 2025 | loss: 0.031159 | val_loss: 0.0311814 | Time: 2297.9 ms [2021-01-22 02:50:20 main:574] : INFO : Epoch 2026 | loss: 0.0311588 | val_loss: 0.0311797 | Time: 2443.66 ms [2021-01-22 02:50:22 main:574] : INFO : Epoch 2027 | loss: 0.0311594 | val_loss: 0.0311819 | Time: 2361.97 ms [2021-01-22 02:50:25 main:574] : INFO : Epoch 2028 | loss: 0.0311589 | val_loss: 0.0311824 | Time: 2347.02 ms [2021-01-22 02:50:27 main:574] : INFO : Epoch 2029 | loss: 0.0311591 | val_loss: 0.0311803 | Time: 2332.08 ms [2021-01-22 02:50:29 main:574] : INFO : Epoch 2030 | loss: 0.0311587 | val_loss: 0.0311785 | Time: 2261.97 ms [2021-01-22 02:50:32 main:574] : INFO : Epoch 2031 | loss: 0.0311584 | val_loss: 0.0311796 | Time: 2387.02 ms [2021-01-22 02:50:34 main:574] : INFO : Epoch 2032 | loss: 0.0311591 | val_loss: 0.031181 | Time: 2297.45 ms [2021-01-22 02:50:36 main:574] : INFO : Epoch 2033 | loss: 0.0311591 | val_loss: 0.0311799 | Time: 2205.36 ms [2021-01-22 02:50:39 main:574] : INFO : Epoch 2034 | loss: 0.0311596 | val_loss: 0.0311814 | Time: 2240.82 ms [2021-01-22 02:50:41 main:574] : INFO : Epoch 2035 | loss: 0.0311602 | val_loss: 0.0311813 | Time: 2258.06 ms [2021-01-22 02:50:44 main:574] : INFO : Epoch 2036 | loss: 0.0311597 | val_loss: 0.0311791 | Time: 2506.67 ms [2021-01-22 02:50:46 main:574] : INFO : Epoch 2037 | loss: 0.0311635 | val_loss: 0.0311793 | Time: 2255.37 ms [2021-01-22 02:50:48 main:574] : INFO : Epoch 2038 | loss: 0.0311598 | val_loss: 0.0311808 | Time: 2232.09 ms [2021-01-22 02:50:51 main:574] : INFO : Epoch 2039 | loss: 0.0311587 | val_loss: 0.0311829 | Time: 2214.65 ms [2021-01-22 02:50:53 main:574] : INFO : Epoch 2040 | loss: 0.0311595 | val_loss: 0.0311806 | Time: 2268.8 ms [2021-01-22 02:50:55 main:574] : INFO : Epoch 2041 | loss: 0.0311589 | val_loss: 0.0311837 | Time: 2384.83 ms [2021-01-22 02:50:58 main:574] : INFO : Epoch 2042 | loss: 0.0311609 | val_loss: 0.0311791 | Time: 2313.25 ms [2021-01-22 02:51:00 main:574] : INFO : Epoch 2043 | loss: 0.0311596 | val_loss: 0.0311817 | Time: 2366.39 ms [2021-01-22 02:51:02 main:574] : INFO : Epoch 2044 | loss: 0.0311585 | val_loss: 0.0311798 | Time: 2301.17 ms [2021-01-22 02:51:05 main:574] : INFO : Epoch 2045 | loss: 0.0311589 | val_loss: 0.0311799 | Time: 2305.07 ms [2021-01-22 02:51:07 main:574] : INFO : Epoch 2046 | loss: 0.0311591 | val_loss: 0.0311797 | Time: 2466.97 ms [2021-01-22 02:51:10 main:574] : INFO : Epoch 2047 | loss: 0.0311592 | val_loss: 0.0311794 | Time: 2360.18 ms [2021-01-22 02:51:12 main:574] : INFO : Epoch 2048 | loss: 0.0311586 | val_loss: 0.0311815 | Time: 2312.7 ms [2021-01-22 02:51:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311815 [2021-01-22 02:51:12 main:603] : INFO : Saving end state to config to file [2021-01-22 02:51:12 main:608] : INFO : Success, exiting.. 02:51:12 (2076): 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)