Task 4354406
| Name | ParityModified-1612734628-12499-2_0 |
| Workunit | 2421641 |
| Created | 9 Mar 2021, 0:30:12 UTC |
| Sent | 17 Mar 2021, 14:10:06 UTC |
| Report deadline | 24 Mar 2021, 14:10:06 UTC |
| Received | 17 Mar 2021, 17:47:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 1 hours 18 min 41 sec |
| CPU time | 1 hours 17 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ms [2021-03-17 17:26:44 main:574] : INFO : Epoch 1542 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 2309.22 ms [2021-03-17 17:26:46 main:574] : INFO : Epoch 1543 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 2279.18 ms [2021-03-17 17:26:49 main:574] : INFO : Epoch 1544 | loss: 0.0311529 | val_loss: 0.031172 | Time: 2383.21 ms [2021-03-17 17:26:51 main:574] : INFO : Epoch 1545 | loss: 0.0311536 | val_loss: 0.0311806 | Time: 2411.87 ms [2021-03-17 17:26:53 main:574] : INFO : Epoch 1546 | loss: 0.0311533 | val_loss: 0.0311782 | Time: 2269.2 ms [2021-03-17 17:26:56 main:574] : INFO : Epoch 1547 | loss: 0.0313111 | val_loss: 0.0318518 | Time: 2461.85 ms [2021-03-17 17:26:58 main:574] : INFO : Epoch 1548 | loss: 0.0388259 | val_loss: 0.0314565 | Time: 2340.87 ms [2021-03-17 17:27:01 main:574] : INFO : Epoch 1549 | loss: 0.03219 | val_loss: 0.0316984 | Time: 2300.59 ms [2021-03-17 17:27:03 main:574] : INFO : Epoch 1550 | loss: 0.0314199 | val_loss: 0.0312765 | Time: 2234.9 ms [2021-03-17 17:27:05 main:574] : INFO : Epoch 1551 | loss: 0.0312744 | val_loss: 0.0312534 | Time: 2376.44 ms [2021-03-17 17:27:08 main:574] : INFO : Epoch 1552 | loss: 0.0312441 | val_loss: 0.0312353 | Time: 2487.92 ms [2021-03-17 17:27:10 main:574] : INFO : Epoch 1553 | loss: 0.0312352 | val_loss: 0.0312316 | Time: 2673.38 ms [2021-03-17 17:27:13 main:574] : INFO : Epoch 1554 | loss: 0.0312303 | val_loss: 0.0312252 | Time: 2747.92 ms [2021-03-17 17:27:16 main:574] : INFO : Epoch 1555 | loss: 0.0312255 | val_loss: 0.0312204 | Time: 2732.34 ms [2021-03-17 17:27:19 main:574] : INFO : Epoch 1556 | loss: 0.0312201 | val_loss: 0.0312157 | Time: 2620.49 ms [2021-03-17 17:27:21 main:574] : INFO : Epoch 1557 | loss: 0.0312155 | val_loss: 0.0312113 | Time: 2370.72 ms [2021-03-17 17:27:23 main:574] : INFO : Epoch 1558 | loss: 0.0312121 | val_loss: 0.0312083 | Time: 2311.44 ms [2021-03-17 17:27:26 main:574] : INFO : Epoch 1559 | loss: 0.0312103 | val_loss: 0.0312083 | Time: 2332.47 ms [2021-03-17 17:27:28 main:574] : INFO : Epoch 1560 | loss: 0.0312083 | val_loss: 0.0312043 | Time: 2315.68 ms [2021-03-17 17:27:30 main:574] : INFO : Epoch 1561 | loss: 0.0312068 | val_loss: 0.0312042 | Time: 2316.2 ms [2021-03-17 17:27:33 main:574] : INFO : Epoch 1562 | loss: 0.0312061 | val_loss: 0.0312033 | Time: 2316.75 ms [2021-03-17 17:27:35 main:574] : INFO : Epoch 1563 | loss: 0.0312056 | val_loss: 0.0312024 | Time: 2673.24 ms [2021-03-17 17:27:38 main:574] : INFO : Epoch 1564 | loss: 0.031206 | val_loss: 0.031206 | Time: 2593.96 ms [2021-03-17 17:27:40 main:574] : INFO : Epoch 1565 | loss: 0.0312067 | val_loss: 0.0312033 | Time: 2351.32 ms [2021-03-17 17:27:43 main:574] : INFO : Epoch 1566 | loss: 0.0312054 | val_loss: 0.0312019 | Time: 2412.87 ms [2021-03-17 17:27:46 main:574] : INFO : Epoch 1567 | loss: 0.0312037 | val_loss: 0.0312011 | Time: 3021.91 ms [2021-03-17 17:27:48 main:574] : INFO : Epoch 1568 | loss: 0.0312046 | val_loss: 0.0312018 | Time: 2660.76 ms [2021-03-17 17:27:51 main:574] : INFO : Epoch 1569 | loss: 0.031203 | val_loss: 0.0312001 | Time: 2260.25 ms [2021-03-17 17:27:53 main:574] : INFO : Epoch 1570 | loss: 0.0312026 | val_loss: 0.0311998 | Time: 2214.86 ms [2021-03-17 17:27:55 main:574] : INFO : Epoch 1571 | loss: 0.031203 | val_loss: 0.0311996 | Time: 2194.3 ms [2021-03-17 17:27:57 main:574] : INFO : Epoch 1572 | loss: 0.0312022 | val_loss: 0.0311996 | Time: 2231.33 ms [2021-03-17 17:28:00 main:574] : INFO : Epoch 1573 | loss: 0.0312018 | val_loss: 0.0311995 | Time: 2356.67 ms [2021-03-17 17:28:02 main:574] : INFO : Epoch 1574 | loss: 0.0312023 | val_loss: 0.0311997 | Time: 2190.56 ms [2021-03-17 17:28:04 main:574] : INFO : Epoch 1575 | loss: 0.0312021 | val_loss: 0.0312002 | Time: 2253.4 ms [2021-03-17 17:28:07 main:574] : INFO : Epoch 1576 | loss: 0.0312026 | val_loss: 0.0311995 | Time: 2327.47 ms [2021-03-17 17:28:09 main:574] : INFO : Epoch 1577 | loss: 0.0312008 | val_loss: 0.0311985 | Time: 2240.02 ms [2021-03-17 17:28:11 main:574] : INFO : Epoch 1578 | loss: 0.0312003 | val_loss: 0.0311981 | Time: 2213.41 ms [2021-03-17 17:28:13 main:574] : INFO : Epoch 1579 | loss: 0.0312009 | val_loss: 0.0311978 | Time: 2249.7 ms [2021-03-17 17:28:16 main:574] : INFO : Epoch 1580 | loss: 0.0311993 | val_loss: 0.0311973 | Time: 2289.98 ms [2021-03-17 17:28:18 main:574] : INFO : Epoch 1581 | loss: 0.0311993 | val_loss: 0.0311977 | Time: 2297.55 ms [2021-03-17 17:28:20 main:574] : INFO : Epoch 1582 | loss: 0.0311992 | val_loss: 0.0311968 | Time: 2246.95 ms [2021-03-17 17:28:22 main:574] : INFO : Epoch 1583 | loss: 0.0311981 | val_loss: 0.0311954 | Time: 2253.57 ms [2021-03-17 17:28:25 main:574] : INFO : Epoch 1584 | loss: 0.0312002 | val_loss: 0.0311993 | Time: 2243.51 ms [2021-03-17 17:28:27 main:574] : INFO : Epoch 1585 | loss: 0.0312002 | val_loss: 0.0311954 | Time: 2287.79 ms [2021-03-17 17:28:30 main:574] : INFO : Epoch 1586 | loss: 0.0311963 | val_loss: 0.0311947 | Time: 2442.98 ms [2021-03-17 17:28:32 main:574] : INFO : Epoch 1587 | loss: 0.0311964 | val_loss: 0.0311957 | Time: 2338.87 ms [2021-03-17 17:28:34 main:574] : INFO : Epoch 1588 | loss: 0.031195 | val_loss: 0.0311946 | Time: 2378.9 ms [2021-03-17 17:28:37 main:574] : INFO : Epoch 1589 | loss: 0.0311946 | val_loss: 0.0311942 | Time: 2229.87 ms [2021-03-17 17:28:39 main:574] : INFO : Epoch 1590 | loss: 0.0311941 | val_loss: 0.031195 | Time: 2358.29 ms [2021-03-17 17:28:41 main:574] : INFO : Epoch 1591 | loss: 0.0311944 | val_loss: 0.031196 | Time: 2257.33 ms [2021-03-17 17:28:43 main:574] : INFO : Epoch 1592 | loss: 0.0311931 | val_loss: 0.0311931 | Time: 2202.62 ms [2021-03-17 17:28:46 main:574] : INFO : Epoch 1593 | loss: 0.0311932 | val_loss: 0.0311934 | Time: 2222.16 ms [2021-03-17 17:28:48 main:574] : INFO : Epoch 1594 | loss: 0.0311925 | val_loss: 0.0311931 | Time: 2266.68 ms [2021-03-17 17:28:50 main:574] : INFO : Epoch 1595 | loss: 0.0311923 | val_loss: 0.0311934 | Time: 2414.02 ms [2021-03-17 17:28:53 main:574] : INFO : Epoch 1596 | loss: 0.031192 | val_loss: 0.0311928 | Time: 2268.4 ms [2021-03-17 17:28:55 main:574] : INFO : Epoch 1597 | loss: 0.0311924 | val_loss: 0.0311986 | Time: 2249.29 ms [2021-03-17 17:28:57 main:574] : INFO : Epoch 1598 | loss: 0.0311958 | val_loss: 0.0311939 | Time: 2249.2 ms [2021-03-17 17:28:59 main:574] : INFO : Epoch 1599 | loss: 0.0311929 | val_loss: 0.0311933 | Time: 2327.18 ms [2021-03-17 17:29:02 main:574] : INFO : Epoch 1600 | loss: 0.0311912 | val_loss: 0.0311933 | Time: 2315.5 ms [2021-03-17 17:29:04 main:574] : INFO : Epoch 1601 | loss: 0.0311907 | val_loss: 0.0311938 | Time: 2378.59 ms [2021-03-17 17:29:07 main:574] : INFO : Epoch 1602 | loss: 0.0311915 | val_loss: 0.0311913 | Time: 2331.65 ms [2021-03-17 17:29:09 main:574] : INFO : Epoch 1603 | loss: 0.0311895 | val_loss: 0.0311929 | Time: 2297.61 ms [2021-03-17 17:29:11 main:574] : INFO : Epoch 1604 | loss: 0.0311891 | val_loss: 0.0311906 | Time: 2295.93 ms [2021-03-17 17:29:13 main:574] : INFO : Epoch 1605 | loss: 0.0311876 | val_loss: 0.0311899 | Time: 2323.93 ms [2021-03-17 17:29:16 main:574] : INFO : Epoch 1606 | loss: 0.0311867 | val_loss: 0.0311876 | Time: 2338.55 ms [2021-03-17 17:29:18 main:574] : INFO : Epoch 1607 | loss: 0.0311838 | val_loss: 0.0311892 | Time: 2359.89 ms [2021-03-17 17:29:20 main:574] : INFO : Epoch 1608 | loss: 0.031183 | val_loss: 0.0311872 | Time: 2236.3 ms [2021-03-17 17:29:23 main:574] : INFO : Epoch 1609 | loss: 0.0311821 | val_loss: 0.0311876 | Time: 2499.44 ms [2021-03-17 17:29:25 main:574] : INFO : Epoch 1610 | loss: 0.0311824 | val_loss: 0.0311861 | Time: 2332.87 ms [2021-03-17 17:29:28 main:574] : INFO : Epoch 1611 | loss: 0.0311809 | val_loss: 0.031185 | Time: 2256.94 ms [2021-03-17 17:29:30 main:574] : INFO : Epoch 1612 | loss: 0.03118 | val_loss: 0.0311856 | Time: 2305 ms [2021-03-17 17:29:32 main:574] : INFO : Epoch 1613 | loss: 0.0311825 | val_loss: 0.0311834 | Time: 2310.6 ms [2021-03-17 17:29:34 main:574] : INFO : Epoch 1614 | loss: 0.0311799 | val_loss: 0.031182 | Time: 2198.07 ms [2021-03-17 17:29:37 main:574] : INFO : Epoch 1615 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 2244.66 ms [2021-03-17 17:29:39 main:574] : INFO : Epoch 1616 | loss: 0.0311791 | val_loss: 0.0311816 | Time: 2501.4 ms [2021-03-17 17:29:42 main:574] : INFO : Epoch 1617 | loss: 0.0311758 | val_loss: 0.0311817 | Time: 2343.17 ms [2021-03-17 17:29:44 main:574] : INFO : Epoch 1618 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 2262.15 ms [2021-03-17 17:29:46 main:574] : INFO : Epoch 1619 | loss: 0.0311757 | val_loss: 0.0311813 | Time: 2341.17 ms [2021-03-17 17:29:48 main:574] : INFO : Epoch 1620 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 2249.57 ms [2021-03-17 17:29:51 main:574] : INFO : Epoch 1621 | loss: 0.0311768 | val_loss: 0.0311791 | Time: 2326.13 ms [2021-03-17 17:29:53 main:574] : INFO : Epoch 1622 | loss: 0.0311747 | val_loss: 0.031179 | Time: 2359.16 ms [2021-03-17 17:29:56 main:574] : INFO : Epoch 1623 | loss: 0.0311729 | val_loss: 0.0311785 | Time: 2329.37 ms [2021-03-17 17:29:58 main:574] : INFO : Epoch 1624 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 2242.11 ms [2021-03-17 17:30:00 main:574] : INFO : Epoch 1625 | loss: 0.0311715 | val_loss: 0.0311785 | Time: 2225.41 ms [2021-03-17 17:30:02 main:574] : INFO : Epoch 1626 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 2435.14 ms [2021-03-17 17:30:05 main:574] : INFO : Epoch 1627 | loss: 0.031171 | val_loss: 0.0311808 | Time: 2424.44 ms [2021-03-17 17:30:07 main:574] : INFO : Epoch 1628 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 2415.4 ms [2021-03-17 17:30:10 main:574] : INFO : Epoch 1629 | loss: 0.0311708 | val_loss: 0.031179 | Time: 2328.1 ms [2021-03-17 17:30:12 main:574] : INFO : Epoch 1630 | loss: 0.0311696 | val_loss: 0.0311774 | Time: 2487.48 ms [2021-03-17 17:30:15 main:574] : INFO : Epoch 1631 | loss: 0.0311689 | val_loss: 0.0311769 | Time: 2510.51 ms [2021-03-17 17:30:17 main:574] : INFO : Epoch 1632 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 2362.05 ms [2021-03-17 17:30:19 main:574] : INFO : Epoch 1633 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 2289.99 ms [2021-03-17 17:30:22 main:574] : INFO : Epoch 1634 | loss: 0.0311694 | val_loss: 0.0311825 | Time: 2372.69 ms [2021-03-17 17:30:24 main:574] : INFO : Epoch 1635 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 2386.53 ms [2021-03-17 17:30:26 main:574] : INFO : Epoch 1636 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 2242.49 ms [2021-03-17 17:30:29 main:574] : INFO : Epoch 1637 | loss: 0.0311681 | val_loss: 0.0311761 | Time: 2224.75 ms [2021-03-17 17:30:31 main:574] : INFO : Epoch 1638 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 2328.79 ms [2021-03-17 17:30:33 main:574] : INFO : Epoch 1639 | loss: 0.0311675 | val_loss: 0.0311763 | Time: 2288.77 ms [2021-03-17 17:30:36 main:574] : INFO : Epoch 1640 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 2332.19 ms [2021-03-17 17:30:38 main:574] : INFO : Epoch 1641 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 2436.45 ms [2021-03-17 17:30:41 main:574] : INFO : Epoch 1642 | loss: 0.031168 | val_loss: 0.031175 | Time: 2515.21 ms [2021-03-17 17:30:43 main:574] : INFO : Epoch 1643 | loss: 0.0311675 | val_loss: 0.0311784 | Time: 2399.14 ms [2021-03-17 17:30:45 main:574] : INFO : Epoch 1644 | loss: 0.0311699 | val_loss: 0.0311753 | Time: 2195.93 ms [2021-03-17 17:30:47 main:574] : INFO : Epoch 1645 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 2133.96 ms [2021-03-17 17:30:50 main:574] : INFO : Epoch 1646 | loss: 0.0311668 | val_loss: 0.0311796 | Time: 2264.91 ms [2021-03-17 17:30:52 main:574] : INFO : Epoch 1647 | loss: 0.0311714 | val_loss: 0.0311803 | Time: 2152.16 ms [2021-03-17 17:30:54 main:574] : INFO : Epoch 1648 | loss: 0.0311677 | val_loss: 0.0311744 | Time: 2171.88 ms [2021-03-17 17:30:56 main:574] : INFO : Epoch 1649 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 2191.23 ms [2021-03-17 17:30:58 main:574] : INFO : Epoch 1650 | loss: 0.0311747 | val_loss: 0.0311789 | Time: 2212.33 ms [2021-03-17 17:31:01 main:574] : INFO : Epoch 1651 | loss: 0.0311689 | val_loss: 0.031179 | Time: 2155.73 ms [2021-03-17 17:31:03 main:574] : INFO : Epoch 1652 | loss: 0.0311693 | val_loss: 0.0311765 | Time: 2223.27 ms [2021-03-17 17:31:05 main:574] : INFO : Epoch 1653 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 2168.36 ms [2021-03-17 17:31:07 main:574] : INFO : Epoch 1654 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 2138.26 ms [2021-03-17 17:31:09 main:574] : INFO : Epoch 1655 | loss: 0.0311656 | val_loss: 0.0311743 | Time: 2200.07 ms [2021-03-17 17:31:12 main:574] : INFO : Epoch 1656 | loss: 0.0311677 | val_loss: 0.0311756 | Time: 2147.63 ms [2021-03-17 17:31:14 main:574] : INFO : Epoch 1657 | loss: 0.0311675 | val_loss: 0.0311796 | Time: 2154.83 ms [2021-03-17 17:31:16 main:574] : INFO : Epoch 1658 | loss: 0.0311653 | val_loss: 0.0311762 | Time: 2178.59 ms [2021-03-17 17:31:18 main:574] : INFO : Epoch 1659 | loss: 0.0311652 | val_loss: 0.03118 | Time: 2369.64 ms [2021-03-17 17:31:21 main:574] : INFO : Epoch 1660 | loss: 0.0311671 | val_loss: 0.0311747 | Time: 2348.63 ms [2021-03-17 17:31:23 main:574] : INFO : Epoch 1661 | loss: 0.0311652 | val_loss: 0.031177 | Time: 2238.25 ms [2021-03-17 17:31:25 main:574] : INFO : Epoch 1662 | loss: 0.0311666 | val_loss: 0.0311774 | Time: 2476.79 ms [2021-03-17 17:31:28 main:574] : INFO : Epoch 1663 | loss: 0.0311657 | val_loss: 0.031173 | Time: 2363.67 ms [2021-03-17 17:31:30 main:574] : INFO : Epoch 1664 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 2317.23 ms [2021-03-17 17:31:32 main:574] : INFO : Epoch 1665 | loss: 0.0311644 | val_loss: 0.0311805 | Time: 2185.72 ms [2021-03-17 17:31:35 main:574] : INFO : Epoch 1666 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 2193.19 ms [2021-03-17 17:31:37 main:574] : INFO : Epoch 1667 | loss: 0.0311669 | val_loss: 0.0311817 | Time: 2200.6 ms [2021-03-17 17:31:39 main:574] : INFO : Epoch 1668 | loss: 0.0311699 | val_loss: 0.0311744 | Time: 2211.89 ms [2021-03-17 17:31:41 main:574] : INFO : Epoch 1669 | loss: 0.0311641 | val_loss: 0.031173 | Time: 2192.57 ms [2021-03-17 17:31:43 main:574] : INFO : Epoch 1670 | loss: 0.0311649 | val_loss: 0.031173 | Time: 2251.29 ms [2021-03-17 17:31:46 main:574] : INFO : Epoch 1671 | loss: 0.0311633 | val_loss: 0.0311806 | Time: 2259.02 ms [2021-03-17 17:31:48 main:574] : INFO : Epoch 1672 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 2215.14 ms [2021-03-17 17:31:50 main:574] : INFO : Epoch 1673 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 2225.32 ms [2021-03-17 17:31:52 main:574] : INFO : Epoch 1674 | loss: 0.0311619 | val_loss: 0.0311751 | Time: 2214.72 ms [2021-03-17 17:31:55 main:574] : INFO : Epoch 1675 | loss: 0.031161 | val_loss: 0.0311737 | Time: 2207.44 ms [2021-03-17 17:31:57 main:574] : INFO : Epoch 1676 | loss: 0.0311621 | val_loss: 0.0311732 | Time: 2239.91 ms [2021-03-17 17:31:59 main:574] : INFO : Epoch 1677 | loss: 0.0311612 | val_loss: 0.0311747 | Time: 2170.82 ms [2021-03-17 17:32:01 main:574] : INFO : Epoch 1678 | loss: 0.0311613 | val_loss: 0.0311764 | Time: 2197.02 ms [2021-03-17 17:32:04 main:574] : INFO : Epoch 1679 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 2198.9 ms [2021-03-17 17:32:06 main:574] : INFO : Epoch 1680 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 2184.52 ms [2021-03-17 17:32:08 main:574] : INFO : Epoch 1681 | loss: 0.0311676 | val_loss: 0.0311706 | Time: 2173.03 ms [2021-03-17 17:32:10 main:574] : INFO : Epoch 1682 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 2191.91 ms [2021-03-17 17:32:12 main:574] : INFO : Epoch 1683 | loss: 0.0311681 | val_loss: 0.0311754 | Time: 2165.18 ms [2021-03-17 17:32:14 main:574] : INFO : Epoch 1684 | loss: 0.0311675 | val_loss: 0.0311715 | Time: 2192.02 ms [2021-03-17 17:32:17 main:574] : INFO : Epoch 1685 | loss: 0.0311659 | val_loss: 0.0311718 | Time: 2158.29 ms [2021-03-17 17:32:19 main:574] : INFO : Epoch 1686 | loss: 0.031166 | val_loss: 0.0311685 | Time: 2229.55 ms [2021-03-17 17:32:21 main:574] : INFO : Epoch 1687 | loss: 0.0311639 | val_loss: 0.0311689 | Time: 2415.16 ms [2021-03-17 17:32:24 main:574] : INFO : Epoch 1688 | loss: 0.031165 | val_loss: 0.0311691 | Time: 2336.98 ms [2021-03-17 17:32:26 main:574] : INFO : Epoch 1689 | loss: 0.0311628 | val_loss: 0.0311691 | Time: 2320.99 ms [2021-03-17 17:32:28 main:574] : INFO : Epoch 1690 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 2219.3 ms [2021-03-17 17:32:30 main:574] : INFO : Epoch 1691 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 2189.33 ms [2021-03-17 17:32:33 main:574] : INFO : Epoch 1692 | loss: 0.0311625 | val_loss: 0.0311726 | Time: 2432.2 ms [2021-03-17 17:32:35 main:574] : INFO : Epoch 1693 | loss: 0.0311626 | val_loss: 0.0311688 | Time: 2278.18 ms [2021-03-17 17:32:37 main:574] : INFO : Epoch 1694 | loss: 0.0311652 | val_loss: 0.031176 | Time: 2236.24 ms [2021-03-17 17:32:40 main:574] : INFO : Epoch 1695 | loss: 0.0311667 | val_loss: 0.0311706 | Time: 2162.84 ms [2021-03-17 17:32:42 main:574] : INFO : Epoch 1696 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 2221.96 ms [2021-03-17 17:32:44 main:574] : INFO : Epoch 1697 | loss: 0.031161 | val_loss: 0.0311713 | Time: 2159.91 ms [2021-03-17 17:32:46 main:574] : INFO : Epoch 1698 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 2333.84 ms [2021-03-17 17:32:49 main:574] : INFO : Epoch 1699 | loss: 0.0311638 | val_loss: 0.031172 | Time: 2189.22 ms [2021-03-17 17:32:51 main:574] : INFO : Epoch 1700 | loss: 0.0311611 | val_loss: 0.0311724 | Time: 2193.11 ms [2021-03-17 17:32:53 main:574] : INFO : Epoch 1701 | loss: 0.0311601 | val_loss: 0.0311721 | Time: 2202.52 ms [2021-03-17 17:32:55 main:574] : INFO : Epoch 1702 | loss: 0.0311612 | val_loss: 0.0311731 | Time: 2297.1 ms [2021-03-17 17:32:58 main:574] : INFO : Epoch 1703 | loss: 0.031164 | val_loss: 0.0311762 | Time: 2190.6 ms [2021-03-17 17:33:00 main:574] : INFO : Epoch 1704 | loss: 0.0311615 | val_loss: 0.0311733 | Time: 2238.24 ms [2021-03-17 17:33:02 main:574] : INFO : Epoch 1705 | loss: 0.0311614 | val_loss: 0.0311726 | Time: 2186.28 ms [2021-03-17 17:33:04 main:574] : INFO : Epoch 1706 | loss: 0.031158 | val_loss: 0.0311708 | Time: 2255.29 ms [2021-03-17 17:33:07 main:574] : INFO : Epoch 1707 | loss: 0.0311572 | val_loss: 0.0311714 | Time: 2252.18 ms [2021-03-17 17:33:09 main:574] : INFO : Epoch 1708 | loss: 0.0311574 | val_loss: 0.0311726 | Time: 2246.21 ms [2021-03-17 17:33:11 main:574] : INFO : Epoch 1709 | loss: 0.0311603 | val_loss: 0.0311708 | Time: 2233.85 ms [2021-03-17 17:33:13 main:574] : INFO : Epoch 1710 | loss: 0.0311594 | val_loss: 0.0311726 | Time: 2202.79 ms [2021-03-17 17:33:15 main:574] : INFO : Epoch 1711 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 2169.15 ms [2021-03-17 17:33:18 main:574] : INFO : Epoch 1712 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 2191.66 ms [2021-03-17 17:33:20 main:574] : INFO : Epoch 1713 | loss: 0.0311579 | val_loss: 0.0311691 | Time: 2256.75 ms [2021-03-17 17:33:22 main:574] : INFO : Epoch 1714 | loss: 0.0311585 | val_loss: 0.0311707 | Time: 2248.2 ms [2021-03-17 17:33:24 main:574] : INFO : Epoch 1715 | loss: 0.0311559 | val_loss: 0.0311697 | Time: 2276.55 ms [2021-03-17 17:33:27 main:574] : INFO : Epoch 1716 | loss: 0.0311559 | val_loss: 0.0311715 | Time: 2148.75 ms [2021-03-17 17:33:29 main:574] : INFO : Epoch 1717 | loss: 0.0311559 | val_loss: 0.0311691 | Time: 2242.2 ms [2021-03-17 17:33:31 main:574] : INFO : Epoch 1718 | loss: 0.0311567 | val_loss: 0.0311729 | Time: 2206.28 ms [2021-03-17 17:33:33 main:574] : INFO : Epoch 1719 | loss: 0.0311592 | val_loss: 0.0311758 | Time: 2199.75 ms [2021-03-17 17:33:36 main:574] : INFO : Epoch 1720 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 2255.89 ms [2021-03-17 17:33:38 main:574] : INFO : Epoch 1721 | loss: 0.0311566 | val_loss: 0.031171 | Time: 2187.44 ms [2021-03-17 17:33:40 main:574] : INFO : Epoch 1722 | loss: 0.031155 | val_loss: 0.0311711 | Time: 2153.75 ms [2021-03-17 17:33:42 main:574] : INFO : Epoch 1723 | loss: 0.0311549 | val_loss: 0.0311686 | Time: 2213.38 ms [2021-03-17 17:33:44 main:574] : INFO : Epoch 1724 | loss: 0.0311597 | val_loss: 0.0311767 | Time: 2159.69 ms [2021-03-17 17:33:47 main:574] : INFO : Epoch 1725 | loss: 0.0311607 | val_loss: 0.0311725 | Time: 2206.08 ms [2021-03-17 17:33:49 main:574] : INFO : Epoch 1726 | loss: 0.031157 | val_loss: 0.0311721 | Time: 2160.08 ms [2021-03-17 17:33:51 main:574] : INFO : Epoch 1727 | loss: 0.0311566 | val_loss: 0.0311668 | Time: 2159.31 ms [2021-03-17 17:33:53 main:574] : INFO : Epoch 1728 | loss: 0.0311544 | val_loss: 0.031169 | Time: 2176.22 ms [2021-03-17 17:33:55 main:574] : INFO : Epoch 1729 | loss: 0.0311542 | val_loss: 0.0311691 | Time: 2171.27 ms [2021-03-17 17:33:58 main:574] : INFO : Epoch 1730 | loss: 0.031158 | val_loss: 0.0311664 | Time: 2163.05 ms [2021-03-17 17:34:00 main:574] : INFO : Epoch 1731 | loss: 0.0311635 | val_loss: 0.0311656 | Time: 2188.11 ms [2021-03-17 17:34:02 main:574] : INFO : Epoch 1732 | loss: 0.0311599 | val_loss: 0.0311676 | Time: 2192.79 ms [2021-03-17 17:34:04 main:574] : INFO : Epoch 1733 | loss: 0.0311624 | val_loss: 0.031172 | Time: 2152.88 ms [2021-03-17 17:34:06 main:574] : INFO : Epoch 1734 | loss: 0.0311618 | val_loss: 0.0311832 | Time: 2153.43 ms [2021-03-17 17:34:08 main:574] : INFO : Epoch 1735 | loss: 0.031162 | val_loss: 0.0311664 | Time: 2225.73 ms [2021-03-17 17:34:11 main:574] : INFO : Epoch 1736 | loss: 0.0311573 | val_loss: 0.0311644 | Time: 2186.87 ms [2021-03-17 17:34:13 main:574] : INFO : Epoch 1737 | loss: 0.0311579 | val_loss: 0.0311657 | Time: 2131 ms [2021-03-17 17:34:15 main:574] : INFO : Epoch 1738 | loss: 0.0311574 | val_loss: 0.0311653 | Time: 2185.57 ms [2021-03-17 17:34:17 main:574] : INFO : Epoch 1739 | loss: 0.031158 | val_loss: 0.0311673 | Time: 2235.75 ms [2021-03-17 17:34:19 main:574] : INFO : Epoch 1740 | loss: 0.0311556 | val_loss: 0.0311668 | Time: 2188.51 ms [2021-03-17 17:34:22 main:574] : INFO : Epoch 1741 | loss: 0.0311571 | val_loss: 0.0311736 | Time: 2186.35 ms [2021-03-17 17:34:24 main:574] : INFO : Epoch 1742 | loss: 0.0311582 | val_loss: 0.0311705 | Time: 2220.43 ms [2021-03-17 17:34:26 main:574] : INFO : Epoch 1743 | loss: 0.0311566 | val_loss: 0.0311648 | Time: 2257.12 ms [2021-03-17 17:34:28 main:574] : INFO : Epoch 1744 | loss: 0.0311552 | val_loss: 0.0311681 | Time: 2235.74 ms [2021-03-17 17:34:31 main:574] : INFO : Epoch 1745 | loss: 0.0311545 | val_loss: 0.0311673 | Time: 2237.65 ms [2021-03-17 17:34:33 main:574] : INFO : Epoch 1746 | loss: 0.0311595 | val_loss: 0.0311666 | Time: 2512.29 ms [2021-03-17 17:34:36 main:574] : INFO : Epoch 1747 | loss: 0.031157 | val_loss: 0.0311653 | Time: 2303.77 ms [2021-03-17 17:34:38 main:574] : INFO : Epoch 1748 | loss: 0.0311559 | val_loss: 0.0311651 | Time: 2250.82 ms [2021-03-17 17:34:40 main:574] : INFO : Epoch 1749 | loss: 0.031158 | val_loss: 0.0311678 | Time: 2203.03 ms [2021-03-17 17:34:42 main:574] : INFO : Epoch 1750 | loss: 0.031157 | val_loss: 0.0311703 | Time: 2229.37 ms [2021-03-17 17:34:44 main:574] : INFO : Epoch 1751 | loss: 0.0311559 | val_loss: 0.0311655 | Time: 2178.62 ms [2021-03-17 17:34:47 main:574] : INFO : Epoch 1752 | loss: 0.0311548 | val_loss: 0.0311701 | Time: 2242.45 ms [2021-03-17 17:34:49 main:574] : INFO : Epoch 1753 | loss: 0.0311558 | val_loss: 0.0311699 | Time: 2243.96 ms [2021-03-17 17:34:51 main:574] : INFO : Epoch 1754 | loss: 0.0311559 | val_loss: 0.0311653 | Time: 2258.7 ms [2021-03-17 17:34:53 main:574] : INFO : Epoch 1755 | loss: 0.0311529 | val_loss: 0.0311748 | Time: 2216.79 ms [2021-03-17 17:34:56 main:574] : INFO : Epoch 1756 | loss: 0.0311537 | val_loss: 0.0311706 | Time: 2354.12 ms [2021-03-17 17:34:58 main:574] : INFO : Epoch 1757 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 2334.99 ms [2021-03-17 17:35:01 main:574] : INFO : Epoch 1758 | loss: 0.0311586 | val_loss: 0.0311676 | Time: 2380.26 ms [2021-03-17 17:35:03 main:574] : INFO : Epoch 1759 | loss: 0.0311546 | val_loss: 0.0311701 | Time: 2377.2 ms [2021-03-17 17:35:05 main:574] : INFO : Epoch 1760 | loss: 0.0311555 | val_loss: 0.0311655 | Time: 2311.78 ms [2021-03-17 17:35:08 main:574] : INFO : Epoch 1761 | loss: 0.031156 | val_loss: 0.031166 | Time: 2315.02 ms [2021-03-17 17:35:10 main:574] : INFO : Epoch 1762 | loss: 0.0311594 | val_loss: 0.0311686 | Time: 2366.19 ms [2021-03-17 17:35:12 main:574] : INFO : Epoch 1763 | loss: 0.0311566 | val_loss: 0.0311666 | Time: 2310.5 ms [2021-03-17 17:35:15 main:574] : INFO : Epoch 1764 | loss: 0.0311551 | val_loss: 0.0311681 | Time: 2441.6 ms [2021-03-17 17:35:17 main:574] : INFO : Epoch 1765 | loss: 0.0311545 | val_loss: 0.0311679 | Time: 2352.36 ms [2021-03-17 17:35:19 main:574] : INFO : Epoch 1766 | loss: 0.031154 | val_loss: 0.0311671 | Time: 2284.73 ms [2021-03-17 17:35:22 main:574] : INFO : Epoch 1767 | loss: 0.0311542 | val_loss: 0.0311705 | Time: 2345.99 ms [2021-03-17 17:35:24 main:574] : INFO : Epoch 1768 | loss: 0.0311517 | val_loss: 0.0311663 | Time: 2339.41 ms [2021-03-17 17:35:26 main:574] : INFO : Epoch 1769 | loss: 0.0311499 | val_loss: 0.0311696 | Time: 2235.6 ms [2021-03-17 17:35:29 main:574] : INFO : Epoch 1770 | loss: 0.0311528 | val_loss: 0.0311704 | Time: 2250.65 ms [2021-03-17 17:35:31 main:574] : INFO : Epoch 1771 | loss: 0.031151 | val_loss: 0.031166 | Time: 2223.78 ms [2021-03-17 17:35:33 main:574] : INFO : Epoch 1772 | loss: 0.0311503 | val_loss: 0.0311696 | Time: 2281.4 ms [2021-03-17 17:35:36 main:574] : INFO : Epoch 1773 | loss: 0.0311514 | val_loss: 0.0311666 | Time: 2360.64 ms [2021-03-17 17:35:38 main:574] : INFO : Epoch 1774 | loss: 0.0311522 | val_loss: 0.0311709 | Time: 2341.39 ms [2021-03-17 17:35:40 main:574] : INFO : Epoch 1775 | loss: 0.0311543 | val_loss: 0.0311705 | Time: 2357.32 ms [2021-03-17 17:35:43 main:574] : INFO : Epoch 1776 | loss: 0.0311521 | val_loss: 0.0311671 | Time: 2450.23 ms [2021-03-17 17:35:45 main:574] : INFO : Epoch 1777 | loss: 0.03115 | val_loss: 0.0311675 | Time: 2400.6 ms [2021-03-17 17:35:48 main:574] : INFO : Epoch 1778 | loss: 0.0311532 | val_loss: 0.0311665 | Time: 2362.16 ms [2021-03-17 17:35:50 main:574] : INFO : Epoch 1779 | loss: 0.0311513 | val_loss: 0.0311692 | Time: 2328.18 ms [2021-03-17 17:35:52 main:574] : INFO : Epoch 1780 | loss: 0.0311498 | val_loss: 0.0311722 | Time: 2275.15 ms [2021-03-17 17:35:55 main:574] : INFO : Epoch 1781 | loss: 0.0311501 | val_loss: 0.0311696 | Time: 2329.97 ms [2021-03-17 17:35:57 main:574] : INFO : Epoch 1782 | loss: 0.03115 | val_loss: 0.0311682 | Time: 2275.42 ms [2021-03-17 17:35:59 main:574] : INFO : Epoch 1783 | loss: 0.0311496 | val_loss: 0.0311728 | Time: 2294.27 ms [2021-03-17 17:36:01 main:574] : INFO : Epoch 1784 | loss: 0.0311483 | val_loss: 0.0311677 | Time: 2279.54 ms [2021-03-17 17:36:04 main:574] : INFO : Epoch 1785 | loss: 0.0311503 | val_loss: 0.0311685 | Time: 2275.11 ms [2021-03-17 17:36:06 main:574] : INFO : Epoch 1786 | loss: 0.031153 | val_loss: 0.03117 | Time: 2296.8 ms [2021-03-17 17:36:08 main:574] : INFO : Epoch 1787 | loss: 0.0311503 | val_loss: 0.0311703 | Time: 2307.55 ms [2021-03-17 17:36:11 main:574] : INFO : Epoch 1788 | loss: 0.0311509 | val_loss: 0.0311746 | Time: 2287.48 ms [2021-03-17 17:36:13 main:574] : INFO : Epoch 1789 | loss: 0.0311492 | val_loss: 0.0311677 | Time: 2269.96 ms [2021-03-17 17:36:15 main:574] : INFO : Epoch 1790 | loss: 0.0311486 | val_loss: 0.0311682 | Time: 2293.91 ms [2021-03-17 17:36:18 main:574] : INFO : Epoch 1791 | loss: 0.0311505 | val_loss: 0.0311721 | Time: 2285.76 ms [2021-03-17 17:36:20 main:574] : INFO : Epoch 1792 | loss: 0.0311515 | val_loss: 0.0311705 | Time: 2277.25 ms [2021-03-17 17:36:22 main:574] : INFO : Epoch 1793 | loss: 0.0311509 | val_loss: 0.0311708 | Time: 2311.09 ms [2021-03-17 17:36:24 main:574] : INFO : Epoch 1794 | loss: 0.0311495 | val_loss: 0.03117 | Time: 2285.17 ms [2021-03-17 17:36:27 main:574] : INFO : Epoch 1795 | loss: 0.0311495 | val_loss: 0.0311694 | Time: 2269.6 ms [2021-03-17 17:36:29 main:574] : INFO : Epoch 1796 | loss: 0.0311501 | val_loss: 0.0311765 | Time: 2268.96 ms [2021-03-17 17:36:31 main:574] : INFO : Epoch 1797 | loss: 0.0311502 | val_loss: 0.0311767 | Time: 2289.07 ms [2021-03-17 17:36:34 main:574] : INFO : Epoch 1798 | loss: 0.0311536 | val_loss: 0.0311749 | Time: 2283.47 ms [2021-03-17 17:36:36 main:574] : INFO : Epoch 1799 | loss: 0.0311506 | val_loss: 0.031169 | Time: 2231.7 ms [2021-03-17 17:36:38 main:574] : INFO : Epoch 1800 | loss: 0.0311482 | val_loss: 0.0311793 | Time: 2276.49 ms [2021-03-17 17:36:40 main:574] : INFO : Epoch 1801 | loss: 0.0311496 | val_loss: 0.0311701 | Time: 2268.95 ms [2021-03-17 17:36:43 main:574] : INFO : Epoch 1802 | loss: 0.0311496 | val_loss: 0.0311712 | Time: 2323.56 ms [2021-03-17 17:36:45 main:574] : INFO : Epoch 1803 | loss: 0.0311501 | val_loss: 0.0311757 | Time: 2273.42 ms [2021-03-17 17:36:47 main:574] : INFO : Epoch 1804 | loss: 0.0311523 | val_loss: 0.0311713 | Time: 2300.58 ms [2021-03-17 17:36:50 main:574] : INFO : Epoch 1805 | loss: 0.0311517 | val_loss: 0.0311768 | Time: 2258.52 ms [2021-03-17 17:36:52 main:574] : INFO : Epoch 1806 | loss: 0.0311527 | val_loss: 0.0311708 | Time: 2266.34 ms [2021-03-17 17:36:54 main:574] : INFO : Epoch 1807 | loss: 0.0311519 | val_loss: 0.0311716 | Time: 2271.48 ms [2021-03-17 17:36:56 main:574] : INFO : Epoch 1808 | loss: 0.0311551 | val_loss: 0.031174 | Time: 2262.08 ms [2021-03-17 17:36:59 main:574] : INFO : Epoch 1809 | loss: 0.0311523 | val_loss: 0.0311687 | Time: 2268.74 ms [2021-03-17 17:37:01 main:574] : INFO : Epoch 1810 | loss: 0.0311509 | val_loss: 0.0311723 | Time: 2269.13 ms [2021-03-17 17:37:03 main:574] : INFO : Epoch 1811 | loss: 0.0311506 | val_loss: 0.0311697 | Time: 2359.31 ms [2021-03-17 17:37:06 main:574] : INFO : Epoch 1812 | loss: 0.0311511 | val_loss: 0.0311703 | Time: 2513.56 ms [2021-03-17 17:37:08 main:574] : INFO : Epoch 1813 | loss: 0.0311527 | val_loss: 0.0311737 | Time: 2204.71 ms [2021-03-17 17:37:10 main:574] : INFO : Epoch 1814 | loss: 0.03115 | val_loss: 0.0311742 | Time: 2197.74 ms [2021-03-17 17:37:13 main:574] : INFO : Epoch 1815 | loss: 0.0311491 | val_loss: 0.0311674 | Time: 2161.3 ms [2021-03-17 17:37:15 main:574] : INFO : Epoch 1816 | loss: 0.0311489 | val_loss: 0.0311786 | Time: 2208.8 ms [2021-03-17 17:37:17 main:574] : INFO : Epoch 1817 | loss: 0.0311494 | val_loss: 0.0311808 | Time: 2218.59 ms [2021-03-17 17:37:19 main:574] : INFO : Epoch 1818 | loss: 0.031152 | val_loss: 0.0311703 | Time: 2260.74 ms [2021-03-17 17:37:21 main:574] : INFO : Epoch 1819 | loss: 0.0311499 | val_loss: 0.031174 | Time: 2166.53 ms [2021-03-17 17:37:24 main:574] : INFO : Epoch 1820 | loss: 0.0311491 | val_loss: 0.0311716 | Time: 2206.68 ms [2021-03-17 17:37:26 main:574] : INFO : Epoch 1821 | loss: 0.0311482 | val_loss: 0.0311705 | Time: 2193.42 ms [2021-03-17 17:37:28 main:574] : INFO : Epoch 1822 | loss: 0.0311494 | val_loss: 0.0311701 | Time: 2226.88 ms [2021-03-17 17:37:30 main:574] : INFO : Epoch 1823 | loss: 0.0311511 | val_loss: 0.0311754 | Time: 2194.63 ms [2021-03-17 17:37:33 main:574] : INFO : Epoch 1824 | loss: 0.0311474 | val_loss: 0.031173 | Time: 2202.96 ms [2021-03-17 17:37:35 main:574] : INFO : Epoch 1825 | loss: 0.0311484 | val_loss: 0.0311669 | Time: 2225.77 ms [2021-03-17 17:37:37 main:574] : INFO : Epoch 1826 | loss: 0.0311557 | val_loss: 0.0311714 | Time: 2231.75 ms [2021-03-17 17:37:39 main:574] : INFO : Epoch 1827 | loss: 0.0311511 | val_loss: 0.0311699 | Time: 2174.83 ms [2021-03-17 17:37:41 main:574] : INFO : Epoch 1828 | loss: 0.0311507 | val_loss: 0.0311708 | Time: 2183.62 ms [2021-03-17 17:37:44 main:574] : INFO : Epoch 1829 | loss: 0.0311504 | val_loss: 0.03117 | Time: 2243.23 ms [2021-03-17 17:37:46 main:574] : INFO : Epoch 1830 | loss: 0.0311533 | val_loss: 0.0311746 | Time: 2215.4 ms [2021-03-17 17:37:48 main:574] : INFO : Epoch 1831 | loss: 0.0311516 | val_loss: 0.0311699 | Time: 2203.2 ms [2021-03-17 17:37:50 main:574] : INFO : Epoch 1832 | loss: 0.0311495 | val_loss: 0.0311761 | Time: 2244.18 ms [2021-03-17 17:37:53 main:574] : INFO : Epoch 1833 | loss: 0.0311498 | val_loss: 0.0311732 | Time: 2184.72 ms [2021-03-17 17:37:55 main:574] : INFO : Epoch 1834 | loss: 0.0311543 | val_loss: 0.0311717 | Time: 2199.95 ms [2021-03-17 17:37:57 main:574] : INFO : Epoch 1835 | loss: 0.0311539 | val_loss: 0.031173 | Time: 2180.01 ms [2021-03-17 17:37:59 main:574] : INFO : Epoch 1836 | loss: 0.0311536 | val_loss: 0.0311763 | Time: 2180.18 ms [2021-03-17 17:38:02 main:574] : INFO : Epoch 1837 | loss: 0.0311515 | val_loss: 0.0311716 | Time: 2409.73 ms [2021-03-17 17:38:04 main:574] : INFO : Epoch 1838 | loss: 0.0311505 | val_loss: 0.0311729 | Time: 2349.17 ms [2021-03-17 17:38:06 main:574] : INFO : Epoch 1839 | loss: 0.0311512 | val_loss: 0.0311704 | Time: 2229.1 ms [2021-03-17 17:38:09 main:574] : INFO : Epoch 1840 | loss: 0.0311488 | val_loss: 0.0311738 | Time: 2282.39 ms [2021-03-17 17:38:11 main:574] : INFO : Epoch 1841 | loss: 0.0311502 | val_loss: 0.0311785 | Time: 2211.14 ms [2021-03-17 17:38:13 main:574] : INFO : Epoch 1842 | loss: 0.0311531 | val_loss: 0.0311733 | Time: 2194.22 ms [2021-03-17 17:38:15 main:574] : INFO : Epoch 1843 | loss: 0.0311488 | val_loss: 0.0311757 | Time: 2255.05 ms [2021-03-17 17:38:18 main:574] : INFO : Epoch 1844 | loss: 0.0311487 | val_loss: 0.03117 | Time: 2303.35 ms [2021-03-17 17:38:20 main:574] : INFO : Epoch 1845 | loss: 0.0311506 | val_loss: 0.0311702 | Time: 2256.14 ms [2021-03-17 17:38:22 main:574] : INFO : Epoch 1846 | loss: 0.0311494 | val_loss: 0.031172 | Time: 2252.76 ms [2021-03-17 17:38:24 main:574] : INFO : Epoch 1847 | loss: 0.0311496 | val_loss: 0.0311693 | Time: 2299.81 ms [2021-03-17 17:38:27 main:574] : INFO : Epoch 1848 | loss: 0.0311491 | val_loss: 0.031169 | Time: 2252.24 ms [2021-03-17 17:38:29 main:574] : INFO : Epoch 1849 | loss: 0.0311503 | val_loss: 0.0311717 | Time: 2351.82 ms [2021-03-17 17:38:31 main:574] : INFO : Epoch 1850 | loss: 0.0311502 | val_loss: 0.0311706 | Time: 2228.41 ms [2021-03-17 17:38:33 main:574] : INFO : Epoch 1851 | loss: 0.0311483 | val_loss: 0.0311694 | Time: 2199.64 ms [2021-03-17 17:38:36 main:574] : INFO : Epoch 1852 | loss: 0.0311539 | val_loss: 0.0311713 | Time: 2201.43 ms [2021-03-17 17:38:38 main:574] : INFO : Epoch 1853 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 2169.36 ms [2021-03-17 17:38:40 main:574] : INFO : Epoch 1854 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 2148.89 ms [2021-03-17 17:38:42 main:574] : INFO : Epoch 1855 | loss: 0.0311517 | val_loss: 0.0311733 | Time: 2140.71 ms [2021-03-17 17:38:44 main:574] : INFO : Epoch 1856 | loss: 0.0311519 | val_loss: 0.0311675 | Time: 2277.37 ms [2021-03-17 17:38:47 main:574] : INFO : Epoch 1857 | loss: 0.0311492 | val_loss: 0.0311725 | Time: 2725.99 ms [2021-03-17 17:38:49 main:574] : INFO : Epoch 1858 | loss: 0.0311564 | val_loss: 0.0311715 | Time: 2224.66 ms [2021-03-17 17:38:52 main:574] : INFO : Epoch 1859 | loss: 0.0311507 | val_loss: 0.0311709 | Time: 2186.88 ms [2021-03-17 17:38:54 main:574] : INFO : Epoch 1860 | loss: 0.0311489 | val_loss: 0.031169 | Time: 2174.57 ms [2021-03-17 17:38:56 main:574] : INFO : Epoch 1861 | loss: 0.0311522 | val_loss: 0.031174 | Time: 2148.36 ms [2021-03-17 17:38:58 main:574] : INFO : Epoch 1862 | loss: 0.0311496 | val_loss: 0.0311726 | Time: 2378.02 ms [2021-03-17 17:39:01 main:574] : INFO : Epoch 1863 | loss: 0.031152 | val_loss: 0.031175 | Time: 2357.92 ms [2021-03-17 17:39:03 main:574] : INFO : Epoch 1864 | loss: 0.0311525 | val_loss: 0.0311688 | Time: 2303.94 ms [2021-03-17 17:39:05 main:574] : INFO : Epoch 1865 | loss: 0.0311491 | val_loss: 0.0311704 | Time: 2277.8 ms [2021-03-17 17:39:08 main:574] : INFO : Epoch 1866 | loss: 0.0311518 | val_loss: 0.0311697 | Time: 2271.47 ms [2021-03-17 17:39:10 main:574] : INFO : Epoch 1867 | loss: 0.0311536 | val_loss: 0.0311688 | Time: 2301.51 ms [2021-03-17 17:39:12 main:574] : INFO : Epoch 1868 | loss: 0.0311505 | val_loss: 0.0311679 | Time: 2310.11 ms [2021-03-17 17:39:15 main:574] : INFO : Epoch 1869 | loss: 0.03115 | val_loss: 0.0311693 | Time: 2270.98 ms [2021-03-17 17:39:17 main:574] : INFO : Epoch 1870 | loss: 0.0311499 | val_loss: 0.0311692 | Time: 2292.62 ms [2021-03-17 17:39:19 main:574] : INFO : Epoch 1871 | loss: 0.0311506 | val_loss: 0.0311674 | Time: 2325.58 ms [2021-03-17 17:39:22 main:574] : INFO : Epoch 1872 | loss: 0.0311481 | val_loss: 0.0311706 | Time: 2350.21 ms [2021-03-17 17:39:24 main:574] : INFO : Epoch 1873 | loss: 0.0311492 | val_loss: 0.0311713 | Time: 2361.29 ms [2021-03-17 17:39:26 main:574] : INFO : Epoch 1874 | loss: 0.0311496 | val_loss: 0.0311708 | Time: 2313.24 ms [2021-03-17 17:39:29 main:574] : INFO : Epoch 1875 | loss: 0.0311485 | val_loss: 0.0311721 | Time: 2290.13 ms [2021-03-17 17:39:31 main:574] : INFO : Epoch 1876 | loss: 0.0311478 | val_loss: 0.0311753 | Time: 2312.78 ms [2021-03-17 17:39:33 main:574] : INFO : Epoch 1877 | loss: 0.0311489 | val_loss: 0.0311738 | Time: 2313.93 ms [2021-03-17 17:39:36 main:574] : INFO : Epoch 1878 | loss: 0.0311459 | val_loss: 0.0311697 | Time: 2328.5 ms [2021-03-17 17:39:38 main:574] : INFO : Epoch 1879 | loss: 0.0311491 | val_loss: 0.0311728 | Time: 2386.99 ms [2021-03-17 17:39:40 main:574] : INFO : Epoch 1880 | loss: 0.0311538 | val_loss: 0.0311769 | Time: 2316.94 ms [2021-03-17 17:39:43 main:574] : INFO : Epoch 1881 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 2303.39 ms [2021-03-17 17:39:45 main:574] : INFO : Epoch 1882 | loss: 0.0311501 | val_loss: 0.0311681 | Time: 2295.65 ms [2021-03-17 17:39:47 main:574] : INFO : Epoch 1883 | loss: 0.031152 | val_loss: 0.0311705 | Time: 2296.91 ms [2021-03-17 17:39:50 main:574] : INFO : Epoch 1884 | loss: 0.031151 | val_loss: 0.0311719 | Time: 2375.07 ms [2021-03-17 17:39:52 main:574] : INFO : Epoch 1885 | loss: 0.0311501 | val_loss: 0.0311742 | Time: 2332.4 ms [2021-03-17 17:39:54 main:574] : INFO : Epoch 1886 | loss: 0.0311497 | val_loss: 0.0311702 | Time: 2307.75 ms [2021-03-17 17:39:57 main:574] : INFO : Epoch 1887 | loss: 0.0311469 | val_loss: 0.0311716 | Time: 2314.14 ms [2021-03-17 17:39:59 main:574] : INFO : Epoch 1888 | loss: 0.0311463 | val_loss: 0.0311799 | Time: 2317.33 ms [2021-03-17 17:40:01 main:574] : INFO : Epoch 1889 | loss: 0.0311471 | val_loss: 0.0311703 | Time: 2315.77 ms [2021-03-17 17:40:04 main:574] : INFO : Epoch 1890 | loss: 0.0311466 | val_loss: 0.031173 | Time: 2312.82 ms [2021-03-17 17:40:06 main:574] : INFO : Epoch 1891 | loss: 0.0311557 | val_loss: 0.0311781 | Time: 2300.62 ms [2021-03-17 17:40:08 main:574] : INFO : Epoch 1892 | loss: 0.0311557 | val_loss: 0.0311856 | Time: 2320.62 ms [2021-03-17 17:40:11 main:574] : INFO : Epoch 1893 | loss: 0.0311553 | val_loss: 0.0311709 | Time: 2316.01 ms [2021-03-17 17:40:13 main:574] : INFO : Epoch 1894 | loss: 0.0311512 | val_loss: 0.031169 | Time: 2333.9 ms [2021-03-17 17:40:15 main:574] : INFO : Epoch 1895 | loss: 0.0311496 | val_loss: 0.0311705 | Time: 2330.85 ms [2021-03-17 17:40:18 main:574] : INFO : Epoch 1896 | loss: 0.0311476 | val_loss: 0.0311733 | Time: 2307.13 ms [2021-03-17 17:40:20 main:574] : INFO : Epoch 1897 | loss: 0.031148 | val_loss: 0.0311695 | Time: 2388.26 ms [2021-03-17 17:40:22 main:574] : INFO : Epoch 1898 | loss: 0.03115 | val_loss: 0.03117 | Time: 2389.48 ms [2021-03-17 17:40:25 main:574] : INFO : Epoch 1899 | loss: 0.0311605 | val_loss: 0.0311694 | Time: 2340.56 ms [2021-03-17 17:40:27 main:574] : INFO : Epoch 1900 | loss: 0.0311626 | val_loss: 0.0311658 | Time: 2344.48 ms [2021-03-17 17:40:30 main:574] : INFO : Epoch 1901 | loss: 0.0311595 | val_loss: 0.0311704 | Time: 2410.88 ms [2021-03-17 17:40:32 main:574] : INFO : Epoch 1902 | loss: 0.0311575 | val_loss: 0.0311677 | Time: 2341.03 ms [2021-03-17 17:40:34 main:574] : INFO : Epoch 1903 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 2308.55 ms [2021-03-17 17:40:37 main:574] : INFO : Epoch 1904 | loss: 0.0311562 | val_loss: 0.0311694 | Time: 2395.37 ms [2021-03-17 17:40:39 main:574] : INFO : Epoch 1905 | loss: 0.031155 | val_loss: 0.031169 | Time: 2435.94 ms [2021-03-17 17:40:41 main:574] : INFO : Epoch 1906 | loss: 0.0311534 | val_loss: 0.0311677 | Time: 2319.64 ms [2021-03-17 17:40:44 main:574] : INFO : Epoch 1907 | loss: 0.0311531 | val_loss: 0.0311677 | Time: 2308.44 ms [2021-03-17 17:40:46 main:574] : INFO : Epoch 1908 | loss: 0.0311549 | val_loss: 0.0311664 | Time: 2315.98 ms [2021-03-17 17:40:48 main:574] : INFO : Epoch 1909 | loss: 0.0311577 | val_loss: 0.0311707 | Time: 2317.05 ms [2021-03-17 17:40:51 main:574] : INFO : Epoch 1910 | loss: 0.0311589 | val_loss: 0.031167 | Time: 2332.89 ms [2021-03-17 17:40:53 main:574] : INFO : Epoch 1911 | loss: 0.0311557 | val_loss: 0.0311663 | Time: 2353.94 ms [2021-03-17 17:40:56 main:574] : INFO : Epoch 1912 | loss: 0.0311566 | val_loss: 0.0311678 | Time: 2321.56 ms [2021-03-17 17:40:58 main:574] : INFO : Epoch 1913 | loss: 0.0311553 | val_loss: 0.0311654 | Time: 2318.65 ms [2021-03-17 17:41:00 main:574] : INFO : Epoch 1914 | loss: 0.0311545 | val_loss: 0.0311684 | Time: 2310.02 ms [2021-03-17 17:41:02 main:574] : INFO : Epoch 1915 | loss: 0.0311567 | val_loss: 0.0311636 | Time: 2300.53 ms [2021-03-17 17:41:05 main:574] : INFO : Epoch 1916 | loss: 0.0311548 | val_loss: 0.0311664 | Time: 2295.84 ms [2021-03-17 17:41:07 main:574] : INFO : Epoch 1917 | loss: 0.0311581 | val_loss: 0.0311648 | Time: 2304.24 ms [2021-03-17 17:41:09 main:574] : INFO : Epoch 1918 | loss: 0.0311572 | val_loss: 0.0311655 | Time: 2315.5 ms [2021-03-17 17:41:12 main:574] : INFO : Epoch 1919 | loss: 0.0311559 | val_loss: 0.0311662 | Time: 2334.75 ms [2021-03-17 17:41:14 main:574] : INFO : Epoch 1920 | loss: 0.0311566 | val_loss: 0.0311637 | Time: 2352.4 ms [2021-03-17 17:41:16 main:574] : INFO : Epoch 1921 | loss: 0.0311535 | val_loss: 0.0311631 | Time: 2269.2 ms [2021-03-17 17:41:19 main:574] : INFO : Epoch 1922 | loss: 0.0311535 | val_loss: 0.031161 | Time: 2315.56 ms [2021-03-17 17:41:21 main:574] : INFO : Epoch 1923 | loss: 0.031155 | val_loss: 0.0311629 | Time: 2328.76 ms [2021-03-17 17:41:23 main:574] : INFO : Epoch 1924 | loss: 0.0311522 | val_loss: 0.0311677 | Time: 2305.22 ms [2021-03-17 17:41:26 main:574] : INFO : Epoch 1925 | loss: 0.0311501 | val_loss: 0.0311629 | Time: 2334.24 ms [2021-03-17 17:41:28 main:574] : INFO : Epoch 1926 | loss: 0.0311499 | val_loss: 0.0311684 | Time: 2537.26 ms [2021-03-17 17:41:31 main:574] : INFO : Epoch 1927 | loss: 0.0311502 | val_loss: 0.0311646 | Time: 2360.11 ms [2021-03-17 17:41:33 main:574] : INFO : Epoch 1928 | loss: 0.0311487 | val_loss: 0.0311659 | Time: 2325.12 ms [2021-03-17 17:41:35 main:574] : INFO : Epoch 1929 | loss: 0.0311504 | val_loss: 0.0311653 | Time: 2290.78 ms [2021-03-17 17:41:38 main:574] : INFO : Epoch 1930 | loss: 0.0311494 | val_loss: 0.0311608 | Time: 2292.72 ms [2021-03-17 17:41:40 main:574] : INFO : Epoch 1931 | loss: 0.0311528 | val_loss: 0.0311632 | Time: 2294.86 ms [2021-03-17 17:41:42 main:574] : INFO : Epoch 1932 | loss: 0.0311505 | val_loss: 0.0311688 | Time: 2300.01 ms [2021-03-17 17:41:45 main:574] : INFO : Epoch 1933 | loss: 0.031152 | val_loss: 0.0311699 | Time: 2317.48 ms [2021-03-17 17:41:47 main:574] : INFO : Epoch 1934 | loss: 0.0311524 | val_loss: 0.0311685 | Time: 2316.7 ms [2021-03-17 17:41:49 main:574] : INFO : Epoch 1935 | loss: 0.031156 | val_loss: 0.0311731 | Time: 2291.76 ms [2021-03-17 17:41:52 main:574] : INFO : Epoch 1936 | loss: 0.0311646 | val_loss: 0.0311684 | Time: 2306.03 ms [2021-03-17 17:41:54 main:574] : INFO : Epoch 1937 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 2293.41 ms [2021-03-17 17:41:56 main:574] : INFO : Epoch 1938 | loss: 0.0311678 | val_loss: 0.0311767 | Time: 2313.42 ms [2021-03-17 17:41:59 main:574] : INFO : Epoch 1939 | loss: 0.031171 | val_loss: 0.0311771 | Time: 2330.92 ms [2021-03-17 17:42:01 main:574] : INFO : Epoch 1940 | loss: 0.0311726 | val_loss: 0.0311724 | Time: 2312.87 ms [2021-03-17 17:42:03 main:574] : INFO : Epoch 1941 | loss: 0.0311743 | val_loss: 0.0311709 | Time: 2341.69 ms [2021-03-17 17:42:05 main:574] : INFO : Epoch 1942 | loss: 0.0311743 | val_loss: 0.031172 | Time: 2251.26 ms [2021-03-17 17:42:08 main:574] : INFO : Epoch 1943 | loss: 0.0311697 | val_loss: 0.0311703 | Time: 2333.67 ms [2021-03-17 17:42:10 main:574] : INFO : Epoch 1944 | loss: 0.0311681 | val_loss: 0.031169 | Time: 2348.94 ms [2021-03-17 17:42:13 main:574] : INFO : Epoch 1945 | loss: 0.0311659 | val_loss: 0.0311727 | Time: 2333.53 ms [2021-03-17 17:42:15 main:574] : INFO : Epoch 1946 | loss: 0.031167 | val_loss: 0.0311685 | Time: 2332.5 ms [2021-03-17 17:42:17 main:574] : INFO : Epoch 1947 | loss: 0.0311638 | val_loss: 0.0311706 | Time: 2309.54 ms [2021-03-17 17:42:20 main:574] : INFO : Epoch 1948 | loss: 0.0311716 | val_loss: 0.0311718 | Time: 2290.76 ms [2021-03-17 17:42:22 main:574] : INFO : Epoch 1949 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 2316.01 ms [2021-03-17 17:42:24 main:574] : INFO : Epoch 1950 | loss: 0.0311623 | val_loss: 0.0311697 | Time: 2309.62 ms [2021-03-17 17:42:26 main:574] : INFO : Epoch 1951 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 2301.43 ms [2021-03-17 17:42:29 main:574] : INFO : Epoch 1952 | loss: 0.0311618 | val_loss: 0.0311736 | Time: 2295.15 ms [2021-03-17 17:42:31 main:574] : INFO : Epoch 1953 | loss: 0.0311626 | val_loss: 0.0311678 | Time: 2304.96 ms [2021-03-17 17:42:33 main:574] : INFO : Epoch 1954 | loss: 0.031159 | val_loss: 0.0311701 | Time: 2313.63 ms [2021-03-17 17:42:36 main:574] : INFO : Epoch 1955 | loss: 0.0311594 | val_loss: 0.0311739 | Time: 2240.18 ms [2021-03-17 17:42:38 main:574] : INFO : Epoch 1956 | loss: 0.0311619 | val_loss: 0.0311712 | Time: 2327.31 ms [2021-03-17 17:42:40 main:574] : INFO : Epoch 1957 | loss: 0.031163 | val_loss: 0.03117 | Time: 2323.64 ms [2021-03-17 17:42:43 main:574] : INFO : Epoch 1958 | loss: 0.0311607 | val_loss: 0.0311728 | Time: 2315.43 ms [2021-03-17 17:42:45 main:574] : INFO : Epoch 1959 | loss: 0.031161 | val_loss: 0.0311685 | Time: 2328.11 ms [2021-03-17 17:42:47 main:574] : INFO : Epoch 1960 | loss: 0.0311566 | val_loss: 0.0311696 | Time: 2315.31 ms [2021-03-17 17:42:50 main:574] : INFO : Epoch 1961 | loss: 0.0311564 | val_loss: 0.03117 | Time: 2313.8 ms [2021-03-17 17:42:52 main:574] : INFO : Epoch 1962 | loss: 0.0311563 | val_loss: 0.031172 | Time: 2320.09 ms [2021-03-17 17:42:54 main:574] : INFO : Epoch 1963 | loss: 0.0311564 | val_loss: 0.0311706 | Time: 2321.91 ms [2021-03-17 17:42:57 main:574] : INFO : Epoch 1964 | loss: 0.0311555 | val_loss: 0.0311734 | Time: 2293.88 ms [2021-03-17 17:42:59 main:574] : INFO : Epoch 1965 | loss: 0.0311562 | val_loss: 0.0311717 | Time: 2308.41 ms [2021-03-17 17:43:01 main:574] : INFO : Epoch 1966 | loss: 0.0311544 | val_loss: 0.0311721 | Time: 2332.37 ms [2021-03-17 17:43:04 main:574] : INFO : Epoch 1967 | loss: 0.0311545 | val_loss: 0.031176 | Time: 2317.66 ms [2021-03-17 17:43:06 main:574] : INFO : Epoch 1968 | loss: 0.0311575 | val_loss: 0.0311702 | Time: 2343.25 ms [2021-03-17 17:43:08 main:574] : INFO : Epoch 1969 | loss: 0.0311571 | val_loss: 0.031173 | Time: 2299.48 ms [2021-03-17 17:43:11 main:574] : INFO : Epoch 1970 | loss: 0.0311607 | val_loss: 0.0311769 | Time: 2303.14 ms [2021-03-17 17:43:13 main:574] : INFO : Epoch 1971 | loss: 0.0311678 | val_loss: 0.0311738 | Time: 2329.92 ms [2021-03-17 17:43:15 main:574] : INFO : Epoch 1972 | loss: 0.03117 | val_loss: 0.031175 | Time: 2439.49 ms [2021-03-17 17:43:18 main:574] : INFO : Epoch 1973 | loss: 0.0311647 | val_loss: 0.0311729 | Time: 2484.04 ms [2021-03-17 17:43:20 main:574] : INFO : Epoch 1974 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 2296.06 ms [2021-03-17 17:43:23 main:574] : INFO : Epoch 1975 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 2328.29 ms [2021-03-17 17:43:25 main:574] : INFO : Epoch 1976 | loss: 0.0311621 | val_loss: 0.0311748 | Time: 2323.27 ms [2021-03-17 17:43:27 main:574] : INFO : Epoch 1977 | loss: 0.0311632 | val_loss: 0.0311753 | Time: 2372.16 ms [2021-03-17 17:43:30 main:574] : INFO : Epoch 1978 | loss: 0.0311599 | val_loss: 0.0311751 | Time: 2289.2 ms [2021-03-17 17:43:32 main:574] : INFO : Epoch 1979 | loss: 0.0311616 | val_loss: 0.0311748 | Time: 2295.44 ms [2021-03-17 17:43:34 main:574] : INFO : Epoch 1980 | loss: 0.0311627 | val_loss: 0.0311724 | Time: 2322.21 ms [2021-03-17 17:43:37 main:574] : INFO : Epoch 1981 | loss: 0.0311584 | val_loss: 0.0311757 | Time: 2275.94 ms [2021-03-17 17:43:39 main:574] : INFO : Epoch 1982 | loss: 0.0311583 | val_loss: 0.0311779 | Time: 2323.36 ms [2021-03-17 17:43:41 main:574] : INFO : Epoch 1983 | loss: 0.0311615 | val_loss: 0.0311753 | Time: 2312.04 ms [2021-03-17 17:43:44 main:574] : INFO : Epoch 1984 | loss: 0.0311559 | val_loss: 0.0311703 | Time: 2336.78 ms [2021-03-17 17:43:46 main:574] : INFO : Epoch 1985 | loss: 0.0311574 | val_loss: 0.0311755 | Time: 2282 ms [2021-03-17 17:43:48 main:574] : INFO : Epoch 1986 | loss: 0.031157 | val_loss: 0.0311721 | Time: 2321.42 ms [2021-03-17 17:43:51 main:574] : INFO : Epoch 1987 | loss: 0.0311547 | val_loss: 0.0311724 | Time: 2293.02 ms [2021-03-17 17:43:53 main:574] : INFO : Epoch 1988 | loss: 0.0311529 | val_loss: 0.0311685 | Time: 2301.05 ms [2021-03-17 17:43:55 main:574] : INFO : Epoch 1989 | loss: 0.0311524 | val_loss: 0.0311721 | Time: 2318.02 ms [2021-03-17 17:43:58 main:574] : INFO : Epoch 1990 | loss: 0.0311525 | val_loss: 0.0311691 | Time: 2293.4 ms [2021-03-17 17:44:00 main:574] : INFO : Epoch 1991 | loss: 0.0311529 | val_loss: 0.0311751 | Time: 2299.97 ms [2021-03-17 17:44:02 main:574] : INFO : Epoch 1992 | loss: 0.0311531 | val_loss: 0.031173 | Time: 2330.1 ms [2021-03-17 17:44:05 main:574] : INFO : Epoch 1993 | loss: 0.0311521 | val_loss: 0.0311712 | Time: 2326.59 ms [2021-03-17 17:44:07 main:574] : INFO : Epoch 1994 | loss: 0.0311539 | val_loss: 0.0311755 | Time: 2286.65 ms [2021-03-17 17:44:09 main:574] : INFO : Epoch 1995 | loss: 0.0311529 | val_loss: 0.0311791 | Time: 2290.4 ms [2021-03-17 17:44:11 main:574] : INFO : Epoch 1996 | loss: 0.0311531 | val_loss: 0.0311708 | Time: 2303.62 ms [2021-03-17 17:44:14 main:574] : INFO : Epoch 1997 | loss: 0.0311529 | val_loss: 0.031175 | Time: 2303.7 ms [2021-03-17 17:44:16 main:574] : INFO : Epoch 1998 | loss: 0.0311536 | val_loss: 0.031176 | Time: 2302.06 ms [2021-03-17 17:44:18 main:574] : INFO : Epoch 1999 | loss: 0.0311532 | val_loss: 0.0311696 | Time: 2269.51 ms [2021-03-17 17:44:21 main:574] : INFO : Epoch 2000 | loss: 0.0311523 | val_loss: 0.0311704 | Time: 2270.84 ms [2021-03-17 17:44:23 main:574] : INFO : Epoch 2001 | loss: 0.0311515 | val_loss: 0.0311708 | Time: 2307.89 ms [2021-03-17 17:44:25 main:574] : INFO : Epoch 2002 | loss: 0.0311501 | val_loss: 0.0311717 | Time: 2311.35 ms [2021-03-17 17:44:28 main:574] : INFO : Epoch 2003 | loss: 0.0311536 | val_loss: 0.0311726 | Time: 2290.65 ms [2021-03-17 17:44:30 main:574] : INFO : Epoch 2004 | loss: 0.0311523 | val_loss: 0.0311757 | Time: 2332.72 ms [2021-03-17 17:44:32 main:574] : INFO : Epoch 2005 | loss: 0.031151 | val_loss: 0.0311726 | Time: 2293.29 ms [2021-03-17 17:44:35 main:574] : INFO : Epoch 2006 | loss: 0.0311509 | val_loss: 0.0311859 | Time: 2269.63 ms [2021-03-17 17:44:37 main:574] : INFO : Epoch 2007 | loss: 0.0311562 | val_loss: 0.031171 | Time: 2277 ms [2021-03-17 17:44:39 main:574] : INFO : Epoch 2008 | loss: 0.0311516 | val_loss: 0.0311714 | Time: 2308.88 ms [2021-03-17 17:44:41 main:574] : INFO : Epoch 2009 | loss: 0.0311506 | val_loss: 0.031173 | Time: 2279.1 ms [2021-03-17 17:44:44 main:574] : INFO : Epoch 2010 | loss: 0.0311528 | val_loss: 0.0311696 | Time: 2286.05 ms [2021-03-17 17:44:46 main:574] : INFO : Epoch 2011 | loss: 0.0311476 | val_loss: 0.0311764 | Time: 2290.09 ms [2021-03-17 17:44:48 main:574] : INFO : Epoch 2012 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 2297.78 ms [2021-03-17 17:44:51 main:574] : INFO : Epoch 2013 | loss: 0.0311516 | val_loss: 0.0311686 | Time: 2273.77 ms [2021-03-17 17:44:53 main:574] : INFO : Epoch 2014 | loss: 0.031152 | val_loss: 0.0311748 | Time: 2370.86 ms [2021-03-17 17:44:55 main:574] : INFO : Epoch 2015 | loss: 0.0311506 | val_loss: 0.0311689 | Time: 2295.34 ms [2021-03-17 17:44:58 main:574] : INFO : Epoch 2016 | loss: 0.0311502 | val_loss: 0.0311764 | Time: 2583.85 ms [2021-03-17 17:45:00 main:574] : INFO : Epoch 2017 | loss: 0.0311501 | val_loss: 0.0311672 | Time: 2459.4 ms [2021-03-17 17:45:03 main:574] : INFO : Epoch 2018 | loss: 0.0311543 | val_loss: 0.0311739 | Time: 2390.52 ms [2021-03-17 17:45:05 main:574] : INFO : Epoch 2019 | loss: 0.0311488 | val_loss: 0.0311715 | Time: 2390.71 ms [2021-03-17 17:45:08 main:574] : INFO : Epoch 2020 | loss: 0.0311474 | val_loss: 0.0311743 | Time: 2394.42 ms [2021-03-17 17:45:10 main:574] : INFO : Epoch 2021 | loss: 0.0311506 | val_loss: 0.0311715 | Time: 2419.01 ms [2021-03-17 17:45:12 main:574] : INFO : Epoch 2022 | loss: 0.0311503 | val_loss: 0.0311732 | Time: 2392.97 ms [2021-03-17 17:45:15 main:574] : INFO : Epoch 2023 | loss: 0.0311485 | val_loss: 0.031183 | Time: 2318.88 ms [2021-03-17 17:45:17 main:574] : INFO : Epoch 2024 | loss: 0.031148 | val_loss: 0.0311789 | Time: 2308.94 ms [2021-03-17 17:45:19 main:574] : INFO : Epoch 2025 | loss: 0.0311481 | val_loss: 0.0311707 | Time: 2291.42 ms [2021-03-17 17:45:22 main:574] : INFO : Epoch 2026 | loss: 0.0311461 | val_loss: 0.0311721 | Time: 2301.61 ms [2021-03-17 17:45:24 main:574] : INFO : Epoch 2027 | loss: 0.031147 | val_loss: 0.0311673 | Time: 2312.73 ms [2021-03-17 17:45:26 main:574] : INFO : Epoch 2028 | loss: 0.0311487 | val_loss: 0.0311723 | Time: 2323.11 ms [2021-03-17 17:45:29 main:574] : INFO : Epoch 2029 | loss: 0.0311515 | val_loss: 0.0311723 | Time: 2298.7 ms [2021-03-17 17:45:31 main:574] : INFO : Epoch 2030 | loss: 0.0311581 | val_loss: 0.0311767 | Time: 2295.03 ms [2021-03-17 17:45:33 main:574] : INFO : Epoch 2031 | loss: 0.0311546 | val_loss: 0.0311706 | Time: 2282.48 ms [2021-03-17 17:45:36 main:574] : INFO : Epoch 2032 | loss: 0.0311547 | val_loss: 0.0311761 | Time: 2356.7 ms [2021-03-17 17:45:38 main:574] : INFO : Epoch 2033 | loss: 0.0311527 | val_loss: 0.0311771 | Time: 2289.24 ms [2021-03-17 17:45:40 main:574] : INFO : Epoch 2034 | loss: 0.031153 | val_loss: 0.031182 | Time: 2338.2 ms [2021-03-17 17:45:43 main:574] : INFO : Epoch 2035 | loss: 0.0311544 | val_loss: 0.0311721 | Time: 2305.9 ms [2021-03-17 17:45:45 main:574] : INFO : Epoch 2036 | loss: 0.0311495 | val_loss: 0.0311669 | Time: 2304.17 ms [2021-03-17 17:45:47 main:574] : INFO : Epoch 2037 | loss: 0.0311497 | val_loss: 0.0311696 | Time: 2318.25 ms [2021-03-17 17:45:50 main:574] : INFO : Epoch 2038 | loss: 0.031148 | val_loss: 0.031172 | Time: 2291 ms [2021-03-17 17:45:52 main:574] : INFO : Epoch 2039 | loss: 0.0311479 | val_loss: 0.0311795 | Time: 2289.69 ms [2021-03-17 17:45:54 main:574] : INFO : Epoch 2040 | loss: 0.0311502 | val_loss: 0.031169 | Time: 2291.16 ms [2021-03-17 17:45:57 main:574] : INFO : Epoch 2041 | loss: 0.0311512 | val_loss: 0.031175 | Time: 2277.3 ms [2021-03-17 17:45:59 main:574] : INFO : Epoch 2042 | loss: 0.03115 | val_loss: 0.0311753 | Time: 2274.62 ms [2021-03-17 17:46:01 main:574] : INFO : Epoch 2043 | loss: 0.0311477 | val_loss: 0.0311771 | Time: 2283.34 ms [2021-03-17 17:46:03 main:574] : INFO : Epoch 2044 | loss: 0.0311508 | val_loss: 0.0311813 | Time: 2291.29 ms [2021-03-17 17:46:06 main:574] : INFO : Epoch 2045 | loss: 0.0311507 | val_loss: 0.0311743 | Time: 2342.29 ms [2021-03-17 17:46:08 main:574] : INFO : Epoch 2046 | loss: 0.0311459 | val_loss: 0.0311724 | Time: 2302.09 ms [2021-03-17 17:46:10 main:574] : INFO : Epoch 2047 | loss: 0.0311477 | val_loss: 0.0311775 | Time: 2271.42 ms [2021-03-17 17:46:13 main:574] : INFO : Epoch 2048 | loss: 0.0311475 | val_loss: 0.0311683 | Time: 2263.19 ms [2021-03-17 17:46:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311683 [2021-03-17 17:46:13 main:603] : INFO : Saving end state to config to file [2021-03-17 17:46:13 main:608] : INFO : Success, exiting.. 17:46:13 (13456): 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)