Task 14364806
| Name | ParityModified-1647049032-13544-2-0_3 |
| Workunit | 11149904 |
| Created | 4 Apr 2022, 20:38:08 UTC |
| Sent | 4 Apr 2022, 22:02:14 UTC |
| Report deadline | 12 Apr 2022, 22:02:14 UTC |
| Received | 5 Apr 2022, 1:11:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 23 min 3 sec |
| CPU time | 1 hours 19 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 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>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312089 | val_loss: 0.0312104 | Time: 2405.14 ms
[2022-04-04 16:49:57 main:574] : INFO : Epoch 1543 | loss: 0.0312094 | val_loss: 0.0312103 | Time: 2413.54 ms
[2022-04-04 16:50:00 main:574] : INFO : Epoch 1544 | loss: 0.0312086 | val_loss: 0.0312104 | Time: 2412.96 ms
[2022-04-04 16:50:02 main:574] : INFO : Epoch 1545 | loss: 0.031209 | val_loss: 0.0312111 | Time: 2430.21 ms
[2022-04-04 16:50:05 main:574] : INFO : Epoch 1546 | loss: 0.0312106 | val_loss: 0.0312121 | Time: 2327.81 ms
[2022-04-04 16:50:07 main:574] : INFO : Epoch 1547 | loss: 0.0312081 | val_loss: 0.0312102 | Time: 2382.58 ms
[2022-04-04 16:50:09 main:574] : INFO : Epoch 1548 | loss: 0.0312079 | val_loss: 0.0312103 | Time: 2400.24 ms
[2022-04-04 16:50:12 main:574] : INFO : Epoch 1549 | loss: 0.0312096 | val_loss: 0.0312131 | Time: 2414.7 ms
[2022-04-04 16:50:14 main:574] : INFO : Epoch 1550 | loss: 0.0312078 | val_loss: 0.0312105 | Time: 2425.26 ms
[2022-04-04 16:50:17 main:574] : INFO : Epoch 1551 | loss: 0.0312083 | val_loss: 0.0312094 | Time: 2359.79 ms
[2022-04-04 16:50:19 main:574] : INFO : Epoch 1552 | loss: 0.03121 | val_loss: 0.0312125 | Time: 2394.73 ms
[2022-04-04 16:50:21 main:574] : INFO : Epoch 1553 | loss: 0.0312083 | val_loss: 0.0312088 | Time: 2428.7 ms
[2022-04-04 16:50:24 main:574] : INFO : Epoch 1554 | loss: 0.0312087 | val_loss: 0.031212 | Time: 2426.84 ms
[2022-04-04 16:50:26 main:574] : INFO : Epoch 1555 | loss: 0.031209 | val_loss: 0.0312088 | Time: 2420.94 ms
[2022-04-04 16:50:29 main:574] : INFO : Epoch 1556 | loss: 0.0312118 | val_loss: 0.0312108 | Time: 2334.47 ms
[2022-04-04 16:50:31 main:574] : INFO : Epoch 1557 | loss: 0.0312117 | val_loss: 0.0312114 | Time: 2419.76 ms
[2022-04-04 16:50:33 main:574] : INFO : Epoch 1558 | loss: 0.0312096 | val_loss: 0.0312101 | Time: 2393.73 ms
[2022-04-04 16:50:36 main:574] : INFO : Epoch 1559 | loss: 0.0312074 | val_loss: 0.0312104 | Time: 2314.51 ms
[2022-04-04 16:50:38 main:574] : INFO : Epoch 1560 | loss: 0.0312064 | val_loss: 0.03121 | Time: 2372.37 ms
[2022-04-04 16:50:40 main:574] : INFO : Epoch 1561 | loss: 0.0312091 | val_loss: 0.0312092 | Time: 2372.41 ms
[2022-04-04 16:50:43 main:574] : INFO : Epoch 1562 | loss: 0.0312065 | val_loss: 0.0312095 | Time: 2350.3 ms
[2022-04-04 16:50:45 main:574] : INFO : Epoch 1563 | loss: 0.0312071 | val_loss: 0.0312119 | Time: 2393.92 ms
[2022-04-04 16:50:48 main:574] : INFO : Epoch 1564 | loss: 0.0312076 | val_loss: 0.0312147 | Time: 2423.92 ms
[2022-04-04 16:50:50 main:574] : INFO : Epoch 1565 | loss: 0.0312076 | val_loss: 0.0312106 | Time: 2377.06 ms
[2022-04-04 16:50:52 main:574] : INFO : Epoch 1566 | loss: 0.0312072 | val_loss: 0.0312143 | Time: 2375.91 ms
[2022-04-04 16:50:55 main:574] : INFO : Epoch 1567 | loss: 0.0312072 | val_loss: 0.0312139 | Time: 2399.14 ms
[2022-04-04 16:50:57 main:574] : INFO : Epoch 1568 | loss: 0.0312092 | val_loss: 0.0312099 | Time: 2401.37 ms
[2022-04-04 16:50:59 main:574] : INFO : Epoch 1569 | loss: 0.0312073 | val_loss: 0.0312065 | Time: 2341.93 ms
[2022-04-04 16:51:02 main:574] : INFO : Epoch 1570 | loss: 0.0312063 | val_loss: 0.0312059 | Time: 2374.75 ms
[2022-04-04 16:51:04 main:574] : INFO : Epoch 1571 | loss: 0.031206 | val_loss: 0.0312052 | Time: 2351.23 ms
[2022-04-04 16:51:07 main:574] : INFO : Epoch 1572 | loss: 0.0312069 | val_loss: 0.0312055 | Time: 2329.7 ms
[2022-04-04 16:51:09 main:574] : INFO : Epoch 1573 | loss: 0.0312061 | val_loss: 0.0312053 | Time: 2336.43 ms
[2022-04-04 16:51:11 main:574] : INFO : Epoch 1574 | loss: 0.0312058 | val_loss: 0.0312054 | Time: 2400.7 ms
[2022-04-04 16:51:14 main:574] : INFO : Epoch 1575 | loss: 0.031205 | val_loss: 0.0312057 | Time: 2448.59 ms
[2022-04-04 16:51:16 main:574] : INFO : Epoch 1576 | loss: 0.0312048 | val_loss: 0.0312054 | Time: 2405.57 ms
[2022-04-04 16:51:19 main:574] : INFO : Epoch 1577 | loss: 0.031205 | val_loss: 0.0312084 | Time: 2472.23 ms
[2022-04-04 16:51:21 main:574] : INFO : Epoch 1578 | loss: 0.0312045 | val_loss: 0.0312052 | Time: 2430.82 ms
[2022-04-04 16:51:23 main:574] : INFO : Epoch 1579 | loss: 0.0312051 | val_loss: 0.0312065 | Time: 2342.57 ms
[2022-04-04 16:51:26 main:574] : INFO : Epoch 1580 | loss: 0.0312047 | val_loss: 0.0312061 | Time: 2366.37 ms
[2022-04-04 16:51:28 main:574] : INFO : Epoch 1581 | loss: 0.0312039 | val_loss: 0.0312054 | Time: 2368.01 ms
[2022-04-04 16:51:31 main:574] : INFO : Epoch 1582 | loss: 0.0312039 | val_loss: 0.0312042 | Time: 2421.95 ms
[2022-04-04 16:51:33 main:574] : INFO : Epoch 1583 | loss: 0.0312043 | val_loss: 0.0312048 | Time: 2399.05 ms
[2022-04-04 16:51:35 main:574] : INFO : Epoch 1584 | loss: 0.0312034 | val_loss: 0.0312044 | Time: 2460.94 ms
[2022-04-04 16:51:38 main:574] : INFO : Epoch 1585 | loss: 0.0312027 | val_loss: 0.0312041 | Time: 2461.55 ms
[2022-04-04 16:51:40 main:574] : INFO : Epoch 1586 | loss: 0.0312033 | val_loss: 0.031205 | Time: 2390.51 ms
[2022-04-04 16:51:43 main:574] : INFO : Epoch 1587 | loss: 0.0312034 | val_loss: 0.0312046 | Time: 2345.62 ms
[2022-04-04 16:51:45 main:574] : INFO : Epoch 1588 | loss: 0.0312028 | val_loss: 0.0312064 | Time: 2408.41 ms
[2022-04-04 16:51:47 main:574] : INFO : Epoch 1589 | loss: 0.0312066 | val_loss: 0.0312098 | Time: 2407.87 ms
[2022-04-04 16:51:50 main:574] : INFO : Epoch 1590 | loss: 0.0312076 | val_loss: 0.0312197 | Time: 2404.07 ms
[2022-04-04 16:51:52 main:574] : INFO : Epoch 1591 | loss: 0.0312078 | val_loss: 0.0312038 | Time: 2474.52 ms
[2022-04-04 16:51:55 main:574] : INFO : Epoch 1592 | loss: 0.0312028 | val_loss: 0.0312048 | Time: 2389.62 ms
[2022-04-04 16:51:57 main:574] : INFO : Epoch 1593 | loss: 0.0312022 | val_loss: 0.031204 | Time: 2405.7 ms
[2022-04-04 16:52:00 main:574] : INFO : Epoch 1594 | loss: 0.0312031 | val_loss: 0.0312064 | Time: 2433.29 ms
[2022-04-04 16:52:02 main:574] : INFO : Epoch 1595 | loss: 0.0312024 | val_loss: 0.0312063 | Time: 2326.48 ms
[2022-04-04 16:52:04 main:574] : INFO : Epoch 1596 | loss: 0.0312023 | val_loss: 0.0312071 | Time: 2445.88 ms
[2022-04-04 16:52:07 main:574] : INFO : Epoch 1597 | loss: 0.031202 | val_loss: 0.0312037 | Time: 2527.96 ms
[2022-04-04 16:52:09 main:574] : INFO : Epoch 1598 | loss: 0.0312035 | val_loss: 0.0312045 | Time: 2406.84 ms
[2022-04-04 16:52:12 main:574] : INFO : Epoch 1599 | loss: 0.0312028 | val_loss: 0.0312057 | Time: 2402.75 ms
[2022-04-04 16:52:14 main:574] : INFO : Epoch 1600 | loss: 0.0312039 | val_loss: 0.0312041 | Time: 2498.78 ms
[2022-04-04 16:52:17 main:574] : INFO : Epoch 1601 | loss: 0.0312053 | val_loss: 0.0312173 | Time: 2467.5 ms
[2022-04-04 16:52:19 main:574] : INFO : Epoch 1602 | loss: 0.0312044 | val_loss: 0.0312035 | Time: 2357.39 ms
[2022-04-04 16:52:21 main:574] : INFO : Epoch 1603 | loss: 0.0312033 | val_loss: 0.0312076 | Time: 2448.66 ms
[2022-04-04 16:52:24 main:574] : INFO : Epoch 1604 | loss: 0.0312024 | val_loss: 0.0312025 | Time: 2406.04 ms
[2022-04-04 16:52:26 main:574] : INFO : Epoch 1605 | loss: 0.0312017 | val_loss: 0.031209 | Time: 2337.66 ms
[2022-04-04 16:52:29 main:574] : INFO : Epoch 1606 | loss: 0.0312044 | val_loss: 0.0312037 | Time: 2413.77 ms
[2022-04-04 16:52:31 main:574] : INFO : Epoch 1607 | loss: 0.0312044 | val_loss: 0.0312057 | Time: 2325.03 ms
[2022-04-04 16:52:33 main:574] : INFO : Epoch 1608 | loss: 0.0312027 | val_loss: 0.0312039 | Time: 2411.88 ms
[2022-04-04 16:52:36 main:574] : INFO : Epoch 1609 | loss: 0.0312021 | val_loss: 0.0312058 | Time: 2471.53 ms
[2022-04-04 16:52:38 main:574] : INFO : Epoch 1610 | loss: 0.0312025 | val_loss: 0.0312061 | Time: 2451.1 ms
[2022-04-04 16:52:41 main:574] : INFO : Epoch 1611 | loss: 0.0312061 | val_loss: 0.0312035 | Time: 2472.33 ms
[2022-04-04 16:52:43 main:574] : INFO : Epoch 1612 | loss: 0.0312053 | val_loss: 0.0312022 | Time: 2356.49 ms
[2022-04-04 16:52:45 main:574] : INFO : Epoch 1613 | loss: 0.031202 | val_loss: 0.0312031 | Time: 2362.94 ms
[2022-04-04 16:52:48 main:574] : INFO : Epoch 1614 | loss: 0.0312002 | val_loss: 0.0312016 | Time: 2357.96 ms
[2022-04-04 16:52:50 main:574] : INFO : Epoch 1615 | loss: 0.031201 | val_loss: 0.0312029 | Time: 2367.74 ms
[2022-04-04 16:52:53 main:574] : INFO : Epoch 1616 | loss: 0.0312001 | val_loss: 0.0312022 | Time: 2422.59 ms
[2022-04-04 16:52:55 main:574] : INFO : Epoch 1617 | loss: 0.0312025 | val_loss: 0.0312111 | Time: 2422.01 ms
[2022-04-04 16:52:58 main:574] : INFO : Epoch 1618 | loss: 0.0312116 | val_loss: 0.0312118 | Time: 2578.7 ms
[2022-04-04 16:53:00 main:574] : INFO : Epoch 1619 | loss: 0.0312115 | val_loss: 0.0312124 | Time: 2452.18 ms
[2022-04-04 16:53:03 main:574] : INFO : Epoch 1620 | loss: 0.0312095 | val_loss: 0.0312131 | Time: 2487.05 ms
[2022-04-04 16:53:05 main:574] : INFO : Epoch 1621 | loss: 0.0312087 | val_loss: 0.0312108 | Time: 2432.69 ms
[2022-04-04 16:53:07 main:574] : INFO : Epoch 1622 | loss: 0.0312091 | val_loss: 0.0312137 | Time: 2338.84 ms
[2022-04-04 16:53:10 main:574] : INFO : Epoch 1623 | loss: 0.0312084 | val_loss: 0.0312083 | Time: 2299.54 ms
[2022-04-04 16:53:12 main:574] : INFO : Epoch 1624 | loss: 0.0312074 | val_loss: 0.0312121 | Time: 2439.52 ms
[2022-04-04 16:53:14 main:574] : INFO : Epoch 1625 | loss: 0.0312069 | val_loss: 0.0312086 | Time: 2416.62 ms
[2022-04-04 16:53:17 main:574] : INFO : Epoch 1626 | loss: 0.0312078 | val_loss: 0.0312133 | Time: 2501.81 ms
[2022-04-04 16:53:19 main:574] : INFO : Epoch 1627 | loss: 0.031209 | val_loss: 0.0312105 | Time: 2367.58 ms
[2022-04-04 16:53:22 main:574] : INFO : Epoch 1628 | loss: 0.0312057 | val_loss: 0.0312097 | Time: 2474.24 ms
[2022-04-04 16:53:24 main:574] : INFO : Epoch 1629 | loss: 0.031208 | val_loss: 0.0312091 | Time: 2452.67 ms
[2022-04-04 16:53:27 main:574] : INFO : Epoch 1630 | loss: 0.031206 | val_loss: 0.031211 | Time: 2403.16 ms
[2022-04-04 16:53:29 main:574] : INFO : Epoch 1631 | loss: 0.0312058 | val_loss: 0.0312138 | Time: 2514.6 ms
[2022-04-04 16:53:32 main:574] : INFO : Epoch 1632 | loss: 0.0312054 | val_loss: 0.0312094 | Time: 2482.08 ms
[2022-04-04 16:53:34 main:574] : INFO : Epoch 1633 | loss: 0.0312052 | val_loss: 0.0312102 | Time: 2324.29 ms
[2022-04-04 16:53:36 main:574] : INFO : Epoch 1634 | loss: 0.0312062 | val_loss: 0.0312086 | Time: 2452.53 ms
[2022-04-04 16:53:39 main:574] : INFO : Epoch 1635 | loss: 0.0312057 | val_loss: 0.0312075 | Time: 2424.27 ms
[2022-04-04 16:53:41 main:574] : INFO : Epoch 1636 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 2482.8 ms
[2022-04-04 16:53:44 main:574] : INFO : Epoch 1637 | loss: 0.0312059 | val_loss: 0.0312072 | Time: 2408.56 ms
[2022-04-04 16:53:46 main:574] : INFO : Epoch 1638 | loss: 0.0312038 | val_loss: 0.0312072 | Time: 2477.67 ms
[2022-04-04 16:53:49 main:574] : INFO : Epoch 1639 | loss: 0.0312035 | val_loss: 0.0312088 | Time: 2412.38 ms
[2022-04-04 16:53:51 main:574] : INFO : Epoch 1640 | loss: 0.0312038 | val_loss: 0.0312072 | Time: 2421.9 ms
[2022-04-04 16:53:53 main:574] : INFO : Epoch 1641 | loss: 0.0312058 | val_loss: 0.031207 | Time: 2377.19 ms
[2022-04-04 16:53:56 main:574] : INFO : Epoch 1642 | loss: 0.0312045 | val_loss: 0.0312066 | Time: 2446.07 ms
[2022-04-04 16:53:58 main:574] : INFO : Epoch 1643 | loss: 0.0312045 | val_loss: 0.0312071 | Time: 2417.23 ms
[2022-04-04 16:54:01 main:574] : INFO : Epoch 1644 | loss: 0.031204 | val_loss: 0.0312055 | Time: 2422.77 ms
[2022-04-04 16:54:03 main:574] : INFO : Epoch 1645 | loss: 0.0312036 | val_loss: 0.0312106 | Time: 2444.23 ms
[2022-04-04 16:54:06 main:574] : INFO : Epoch 1646 | loss: 0.0312053 | val_loss: 0.0312091 | Time: 2450.01 ms
[2022-04-04 16:54:08 main:574] : INFO : Epoch 1647 | loss: 0.0312045 | val_loss: 0.0312094 | Time: 2365.56 ms
[2022-04-04 16:54:11 main:574] : INFO : Epoch 1648 | loss: 0.0312033 | val_loss: 0.0312077 | Time: 2459.23 ms
[2022-04-04 16:54:13 main:574] : INFO : Epoch 1649 | loss: 0.0312049 | val_loss: 0.031208 | Time: 2380.63 ms
[2022-04-04 16:54:15 main:574] : INFO : Epoch 1650 | loss: 0.0312041 | val_loss: 0.0312069 | Time: 2410.18 ms
[2022-04-04 16:54:18 main:574] : INFO : Epoch 1651 | loss: 0.0312036 | val_loss: 0.0312074 | Time: 2405.93 ms
[2022-04-04 16:54:20 main:574] : INFO : Epoch 1652 | loss: 0.0312054 | val_loss: 0.0312076 | Time: 2352.75 ms
[2022-04-04 16:54:22 main:574] : INFO : Epoch 1653 | loss: 0.0312043 | val_loss: 0.0312078 | Time: 2359.7 ms
[2022-04-04 16:54:25 main:574] : INFO : Epoch 1654 | loss: 0.0312022 | val_loss: 0.0312065 | Time: 2420.01 ms
[2022-04-04 16:54:27 main:574] : INFO : Epoch 1655 | loss: 0.0312034 | val_loss: 0.0312074 | Time: 2418.75 ms
[2022-04-04 16:54:30 main:574] : INFO : Epoch 1656 | loss: 0.031203 | val_loss: 0.0312063 | Time: 2382.98 ms
[2022-04-04 16:54:32 main:574] : INFO : Epoch 1657 | loss: 0.0312014 | val_loss: 0.0312055 | Time: 2561.25 ms
[2022-04-04 16:54:35 main:574] : INFO : Epoch 1658 | loss: 0.0312012 | val_loss: 0.0312065 | Time: 2465.63 ms
[2022-04-04 16:54:37 main:574] : INFO : Epoch 1659 | loss: 0.0312024 | val_loss: 0.0312066 | Time: 2381.92 ms
[2022-04-04 16:54:39 main:574] : INFO : Epoch 1660 | loss: 0.0312028 | val_loss: 0.0312063 | Time: 2375.66 ms
[2022-04-04 16:54:42 main:574] : INFO : Epoch 1661 | loss: 0.0312031 | val_loss: 0.0312088 | Time: 2502.15 ms
[2022-04-04 16:54:44 main:574] : INFO : Epoch 1662 | loss: 0.0312043 | val_loss: 0.0312074 | Time: 2385.15 ms
[2022-04-04 16:54:47 main:574] : INFO : Epoch 1663 | loss: 0.0312049 | val_loss: 0.0312072 | Time: 2416.16 ms
[2022-04-04 16:54:49 main:574] : INFO : Epoch 1664 | loss: 0.0312042 | val_loss: 0.031209 | Time: 2434.79 ms
[2022-04-04 16:54:52 main:574] : INFO : Epoch 1665 | loss: 0.0312032 | val_loss: 0.031208 | Time: 2362.02 ms
[2022-04-04 16:54:54 main:574] : INFO : Epoch 1666 | loss: 0.0312045 | val_loss: 0.0312082 | Time: 2369.32 ms
[2022-04-04 16:54:56 main:574] : INFO : Epoch 1667 | loss: 0.031203 | val_loss: 0.0312065 | Time: 2371.06 ms
[2022-04-04 16:54:59 main:574] : INFO : Epoch 1668 | loss: 0.0312027 | val_loss: 0.0312062 | Time: 2413.38 ms
[2022-04-04 16:55:01 main:574] : INFO : Epoch 1669 | loss: 0.0312034 | val_loss: 0.0312063 | Time: 2432.3 ms
[2022-04-04 16:55:04 main:574] : INFO : Epoch 1670 | loss: 0.031203 | val_loss: 0.0312085 | Time: 2374.69 ms
[2022-04-04 16:55:06 main:574] : INFO : Epoch 1671 | loss: 0.0312024 | val_loss: 0.0312058 | Time: 2388.16 ms
[2022-04-04 16:55:08 main:574] : INFO : Epoch 1672 | loss: 0.031202 | val_loss: 0.0312062 | Time: 2378.73 ms
[2022-04-04 16:55:11 main:574] : INFO : Epoch 1673 | loss: 0.0312018 | val_loss: 0.0312061 | Time: 2377.99 ms
[2022-04-04 16:55:13 main:574] : INFO : Epoch 1674 | loss: 0.0312028 | val_loss: 0.0312068 | Time: 2441.61 ms
[2022-04-04 16:55:16 main:574] : INFO : Epoch 1675 | loss: 0.0312017 | val_loss: 0.0312063 | Time: 2400.87 ms
[2022-04-04 16:55:18 main:574] : INFO : Epoch 1676 | loss: 0.0312022 | val_loss: 0.0312077 | Time: 2401.63 ms
[2022-04-04 16:55:20 main:574] : INFO : Epoch 1677 | loss: 0.031202 | val_loss: 0.0312066 | Time: 2539.84 ms
[2022-04-04 16:55:23 main:574] : INFO : Epoch 1678 | loss: 0.0312004 | val_loss: 0.031206 | Time: 2392.51 ms
[2022-04-04 16:55:25 main:574] : INFO : Epoch 1679 | loss: 0.0312009 | val_loss: 0.0312061 | Time: 2515.31 ms
[2022-04-04 16:55:28 main:574] : INFO : Epoch 1680 | loss: 0.031202 | val_loss: 0.0312053 | Time: 2475.8 ms
[2022-04-04 16:55:30 main:574] : INFO : Epoch 1681 | loss: 0.0312018 | val_loss: 0.0312086 | Time: 2422.62 ms
[2022-04-04 16:55:33 main:574] : INFO : Epoch 1682 | loss: 0.0312029 | val_loss: 0.0312063 | Time: 2383.34 ms
[2022-04-04 16:55:35 main:574] : INFO : Epoch 1683 | loss: 0.0312014 | val_loss: 0.0312047 | Time: 2421.28 ms
[2022-04-04 16:55:37 main:574] : INFO : Epoch 1684 | loss: 0.0312009 | val_loss: 0.0312053 | Time: 2322.09 ms
[2022-04-04 16:55:40 main:574] : INFO : Epoch 1685 | loss: 0.0312018 | val_loss: 0.0312054 | Time: 2377.71 ms
[2022-04-04 16:55:42 main:574] : INFO : Epoch 1686 | loss: 0.0312024 | val_loss: 0.0312053 | Time: 2438.05 ms
[2022-04-04 16:55:45 main:574] : INFO : Epoch 1687 | loss: 0.0312024 | val_loss: 0.031203 | Time: 2418.98 ms
[2022-04-04 16:55:47 main:574] : INFO : Epoch 1688 | loss: 0.0312008 | val_loss: 0.0312041 | Time: 2432.23 ms
[2022-04-04 16:55:50 main:574] : INFO : Epoch 1689 | loss: 0.0312007 | val_loss: 0.031204 | Time: 2465.25 ms
[2022-04-04 16:55:52 main:574] : INFO : Epoch 1690 | loss: 0.0312012 | val_loss: 0.0312043 | Time: 2374.76 ms
[2022-04-04 16:55:54 main:574] : INFO : Epoch 1691 | loss: 0.0312034 | val_loss: 0.0312054 | Time: 2413.1 ms
[2022-04-04 16:55:57 main:574] : INFO : Epoch 1692 | loss: 0.0312006 | val_loss: 0.0312027 | Time: 2409.05 ms
[2022-04-04 16:55:59 main:574] : INFO : Epoch 1693 | loss: 0.031202 | val_loss: 0.0312024 | Time: 2425.4 ms
[2022-04-04 16:56:02 main:574] : INFO : Epoch 1694 | loss: 0.0311989 | val_loss: 0.0312012 | Time: 2395.01 ms
[2022-04-04 16:56:04 main:574] : INFO : Epoch 1695 | loss: 0.0311991 | val_loss: 0.0312016 | Time: 2392.84 ms
[2022-04-04 16:56:06 main:574] : INFO : Epoch 1696 | loss: 0.0311991 | val_loss: 0.0312016 | Time: 2469.83 ms
[2022-04-04 16:56:09 main:574] : INFO : Epoch 1697 | loss: 0.0311996 | val_loss: 0.0312034 | Time: 2367.19 ms
[2022-04-04 16:56:11 main:574] : INFO : Epoch 1698 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 2457.78 ms
[2022-04-04 16:56:14 main:574] : INFO : Epoch 1699 | loss: 0.0311991 | val_loss: 0.0312025 | Time: 2508.85 ms
[2022-04-04 16:56:17 main:574] : INFO : Epoch 1700 | loss: 0.0311977 | val_loss: 0.0312077 | Time: 2960.09 ms
[2022-04-04 16:56:19 main:574] : INFO : Epoch 1701 | loss: 0.031199 | val_loss: 0.0312067 | Time: 2390.83 ms
[2022-04-04 16:56:22 main:574] : INFO : Epoch 1702 | loss: 0.0311984 | val_loss: 0.0312039 | Time: 2455.95 ms
[2022-04-04 16:56:24 main:574] : INFO : Epoch 1703 | loss: 0.0311975 | val_loss: 0.0312032 | Time: 2455.52 ms
[2022-04-04 16:56:26 main:574] : INFO : Epoch 1704 | loss: 0.0311996 | val_loss: 0.0312021 | Time: 2449.72 ms
[2022-04-04 16:56:29 main:574] : INFO : Epoch 1705 | loss: 0.0311986 | val_loss: 0.0312034 | Time: 2485.19 ms
[2022-04-04 16:56:31 main:574] : INFO : Epoch 1706 | loss: 0.0311974 | val_loss: 0.0312031 | Time: 2434.79 ms
[2022-04-04 16:56:34 main:574] : INFO : Epoch 1707 | loss: 0.0311977 | val_loss: 0.0312024 | Time: 2514.34 ms
[2022-04-04 16:56:36 main:574] : INFO : Epoch 1708 | loss: 0.0311966 | val_loss: 0.0312018 | Time: 2400.35 ms
[2022-04-04 16:56:39 main:574] : INFO : Epoch 1709 | loss: 0.0311976 | val_loss: 0.0312063 | Time: 2420.56 ms
[2022-04-04 16:56:41 main:574] : INFO : Epoch 1710 | loss: 0.0312001 | val_loss: 0.0312031 | Time: 2398.3 ms
[2022-04-04 16:56:44 main:574] : INFO : Epoch 1711 | loss: 0.0311987 | val_loss: 0.031201 | Time: 2530.73 ms
[2022-04-04 16:56:46 main:574] : INFO : Epoch 1712 | loss: 0.0312041 | val_loss: 0.0312068 | Time: 2457.83 ms
[2022-04-04 16:56:49 main:574] : INFO : Epoch 1713 | loss: 0.0312062 | val_loss: 0.0312095 | Time: 2363.31 ms
[2022-04-04 16:56:51 main:574] : INFO : Epoch 1714 | loss: 0.0312098 | val_loss: 0.0312168 | Time: 2339 ms
[2022-04-04 16:56:53 main:574] : INFO : Epoch 1715 | loss: 0.03121 | val_loss: 0.0312166 | Time: 2418.94 ms
[2022-04-04 16:56:56 main:574] : INFO : Epoch 1716 | loss: 0.0312067 | val_loss: 0.0312077 | Time: 2460.96 ms
[2022-04-04 16:56:58 main:574] : INFO : Epoch 1717 | loss: 0.0312052 | val_loss: 0.0312077 | Time: 2426.96 ms
[2022-04-04 16:57:01 main:574] : INFO : Epoch 1718 | loss: 0.0312055 | val_loss: 0.0312111 | Time: 2397.92 ms
[2022-04-04 16:57:03 main:574] : INFO : Epoch 1719 | loss: 0.0312089 | val_loss: 0.0312124 | Time: 2422.46 ms
[2022-04-04 16:57:06 main:574] : INFO : Epoch 1720 | loss: 0.0312066 | val_loss: 0.0312093 | Time: 2632.72 ms
[2022-04-04 16:57:08 main:574] : INFO : Epoch 1721 | loss: 0.0312092 | val_loss: 0.0312164 | Time: 2573.57 ms
[2022-04-04 16:57:11 main:574] : INFO : Epoch 1722 | loss: 0.0312121 | val_loss: 0.0312123 | Time: 2385.95 ms
[2022-04-04 16:57:13 main:574] : INFO : Epoch 1723 | loss: 0.0312104 | val_loss: 0.0312133 | Time: 2555.42 ms
[2022-04-04 16:57:16 main:574] : INFO : Epoch 1724 | loss: 0.0312088 | val_loss: 0.0312085 | Time: 2472 ms
[2022-04-04 16:57:18 main:574] : INFO : Epoch 1725 | loss: 0.0312084 | val_loss: 0.0312091 | Time: 2859.94 ms
[2022-04-04 16:57:21 main:574] : INFO : Epoch 1726 | loss: 0.0312076 | val_loss: 0.03121 | Time: 2458.2 ms
[2022-04-04 16:57:23 main:574] : INFO : Epoch 1727 | loss: 0.0312062 | val_loss: 0.0312108 | Time: 2462.93 ms
[2022-04-04 16:57:26 main:574] : INFO : Epoch 1728 | loss: 0.0312055 | val_loss: 0.031209 | Time: 2483.05 ms
[2022-04-04 16:57:28 main:574] : INFO : Epoch 1729 | loss: 0.0312053 | val_loss: 0.031209 | Time: 2549.63 ms
[2022-04-04 16:57:31 main:574] : INFO : Epoch 1730 | loss: 0.031206 | val_loss: 0.03121 | Time: 2501.63 ms
[2022-04-04 16:57:33 main:574] : INFO : Epoch 1731 | loss: 0.0312066 | val_loss: 0.031208 | Time: 2434.44 ms
[2022-04-04 16:57:36 main:574] : INFO : Epoch 1732 | loss: 0.0312065 | val_loss: 0.031212 | Time: 2383.38 ms
[2022-04-04 16:57:38 main:574] : INFO : Epoch 1733 | loss: 0.0312069 | val_loss: 0.03121 | Time: 2496.05 ms
[2022-04-04 16:57:41 main:574] : INFO : Epoch 1734 | loss: 0.0312054 | val_loss: 0.0312074 | Time: 2369.19 ms
[2022-04-04 16:57:43 main:574] : INFO : Epoch 1735 | loss: 0.0312039 | val_loss: 0.0312077 | Time: 2430.89 ms
[2022-04-04 16:57:46 main:574] : INFO : Epoch 1736 | loss: 0.0312044 | val_loss: 0.0312182 | Time: 2453.63 ms
[2022-04-04 16:57:48 main:574] : INFO : Epoch 1737 | loss: 0.031208 | val_loss: 0.0312087 | Time: 2526.04 ms
[2022-04-04 16:57:50 main:574] : INFO : Epoch 1738 | loss: 0.0312053 | val_loss: 0.0312088 | Time: 2438.25 ms
[2022-04-04 16:57:53 main:574] : INFO : Epoch 1739 | loss: 0.0312047 | val_loss: 0.0312076 | Time: 2407.76 ms
[2022-04-04 16:57:55 main:574] : INFO : Epoch 1740 | loss: 0.0312045 | val_loss: 0.031211 | Time: 2365.78 ms
[2022-04-04 16:57:58 main:574] : INFO : Epoch 1741 | loss: 0.0312037 | val_loss: 0.0312122 | Time: 2362.83 ms
[2022-04-04 16:58:00 main:574] : INFO : Epoch 1742 | loss: 0.0312062 | val_loss: 0.0312072 | Time: 2367.73 ms
[2022-04-04 16:58:02 main:574] : INFO : Epoch 1743 | loss: 0.0312045 | val_loss: 0.0312062 | Time: 2440.39 ms
[2022-04-04 16:58:05 main:574] : INFO : Epoch 1744 | loss: 0.0312031 | val_loss: 0.0312087 | Time: 2539.35 ms
[2022-04-04 16:58:07 main:574] : INFO : Epoch 1745 | loss: 0.0312054 | val_loss: 0.0312084 | Time: 2452.35 ms
[2022-04-04 16:58:10 main:574] : INFO : Epoch 1746 | loss: 0.0312035 | val_loss: 0.0312076 | Time: 2430.16 ms
[2022-04-04 16:58:12 main:574] : INFO : Epoch 1747 | loss: 0.0312037 | val_loss: 0.0312067 | Time: 2363.3 ms
[2022-04-04 16:58:15 main:574] : INFO : Epoch 1748 | loss: 0.0312028 | val_loss: 0.0312051 | Time: 2417.6 ms
[2022-04-04 16:58:17 main:574] : INFO : Epoch 1749 | loss: 0.0312026 | val_loss: 0.0312058 | Time: 2511.23 ms
[2022-04-04 16:58:20 main:574] : INFO : Epoch 1750 | loss: 0.0312038 | val_loss: 0.0312054 | Time: 2378.4 ms
[2022-04-04 16:58:22 main:574] : INFO : Epoch 1751 | loss: 0.0312009 | val_loss: 0.0312098 | Time: 2456.28 ms
[2022-04-04 16:58:24 main:574] : INFO : Epoch 1752 | loss: 0.0312022 | val_loss: 0.0312062 | Time: 2499.83 ms
[2022-04-04 16:58:27 main:574] : INFO : Epoch 1753 | loss: 0.0312021 | val_loss: 0.0312065 | Time: 2369.35 ms
[2022-04-04 16:58:29 main:574] : INFO : Epoch 1754 | loss: 0.0312026 | val_loss: 0.0312078 | Time: 2423.14 ms
[2022-04-04 16:58:32 main:574] : INFO : Epoch 1755 | loss: 0.0312018 | val_loss: 0.0312063 | Time: 2490.93 ms
[2022-04-04 16:58:34 main:574] : INFO : Epoch 1756 | loss: 0.0312022 | val_loss: 0.0312064 | Time: 2634.67 ms
[2022-04-04 16:58:37 main:574] : INFO : Epoch 1757 | loss: 0.031201 | val_loss: 0.0312081 | Time: 2425.75 ms
[2022-04-04 16:58:39 main:574] : INFO : Epoch 1758 | loss: 0.0312018 | val_loss: 0.031208 | Time: 2501.86 ms
[2022-04-04 16:58:42 main:574] : INFO : Epoch 1759 | loss: 0.0312012 | val_loss: 0.0312074 | Time: 2469.54 ms
[2022-04-04 16:58:44 main:574] : INFO : Epoch 1760 | loss: 0.0312015 | val_loss: 0.0312084 | Time: 2441.94 ms
[2022-04-04 16:58:47 main:574] : INFO : Epoch 1761 | loss: 0.031202 | val_loss: 0.0312083 | Time: 2278.51 ms
[2022-04-04 16:58:49 main:574] : INFO : Epoch 1762 | loss: 0.0312023 | val_loss: 0.0312103 | Time: 2445.73 ms
[2022-04-04 16:58:51 main:574] : INFO : Epoch 1763 | loss: 0.0312024 | val_loss: 0.0312078 | Time: 2424.56 ms
[2022-04-04 16:58:54 main:574] : INFO : Epoch 1764 | loss: 0.0312008 | val_loss: 0.0312049 | Time: 2491.03 ms
[2022-04-04 16:58:56 main:574] : INFO : Epoch 1765 | loss: 0.0311996 | val_loss: 0.0312059 | Time: 2494.78 ms
[2022-04-04 16:58:59 main:574] : INFO : Epoch 1766 | loss: 0.0311993 | val_loss: 0.0312043 | Time: 2427.75 ms
[2022-04-04 16:59:01 main:574] : INFO : Epoch 1767 | loss: 0.031202 | val_loss: 0.0312064 | Time: 2469.17 ms
[2022-04-04 16:59:04 main:574] : INFO : Epoch 1768 | loss: 0.0312009 | val_loss: 0.0312065 | Time: 2539.97 ms
[2022-04-04 16:59:07 main:574] : INFO : Epoch 1769 | loss: 0.0312 | val_loss: 0.0312093 | Time: 2646.9 ms
[2022-04-04 16:59:09 main:574] : INFO : Epoch 1770 | loss: 0.0312005 | val_loss: 0.0312041 | Time: 2469.2 ms
[2022-04-04 16:59:11 main:574] : INFO : Epoch 1771 | loss: 0.0311995 | val_loss: 0.0312076 | Time: 2493.52 ms
[2022-04-04 16:59:14 main:574] : INFO : Epoch 1772 | loss: 0.0311993 | val_loss: 0.0312041 | Time: 2348.27 ms
[2022-04-04 16:59:16 main:574] : INFO : Epoch 1773 | loss: 0.0311994 | val_loss: 0.0312015 | Time: 2446.18 ms
[2022-04-04 16:59:19 main:574] : INFO : Epoch 1774 | loss: 0.0311995 | val_loss: 0.0312069 | Time: 2371.15 ms
[2022-04-04 16:59:21 main:574] : INFO : Epoch 1775 | loss: 0.031199 | val_loss: 0.0312044 | Time: 2441.86 ms
[2022-04-04 16:59:24 main:574] : INFO : Epoch 1776 | loss: 0.0311991 | val_loss: 0.0312041 | Time: 2423.43 ms
[2022-04-04 16:59:26 main:574] : INFO : Epoch 1777 | loss: 0.0311986 | val_loss: 0.0312038 | Time: 2415.12 ms
[2022-04-04 16:59:28 main:574] : INFO : Epoch 1778 | loss: 0.0311984 | val_loss: 0.0312082 | Time: 2496.47 ms
[2022-04-04 16:59:31 main:574] : INFO : Epoch 1779 | loss: 0.0311977 | val_loss: 0.0312045 | Time: 2404.79 ms
[2022-04-04 16:59:33 main:574] : INFO : Epoch 1780 | loss: 0.0311983 | val_loss: 0.0312035 | Time: 2373.34 ms
[2022-04-04 16:59:36 main:574] : INFO : Epoch 1781 | loss: 0.0311977 | val_loss: 0.0312033 | Time: 2478.74 ms
[2022-04-04 16:59:38 main:574] : INFO : Epoch 1782 | loss: 0.0311974 | val_loss: 0.0312047 | Time: 2437.72 ms
[2022-04-04 16:59:41 main:574] : INFO : Epoch 1783 | loss: 0.0311984 | val_loss: 0.0312051 | Time: 2441.93 ms
[2022-04-04 16:59:43 main:574] : INFO : Epoch 1784 | loss: 0.0311986 | val_loss: 0.0312046 | Time: 2314.57 ms
[2022-04-04 16:59:45 main:574] : INFO : Epoch 1785 | loss: 0.0311978 | val_loss: 0.0312034 | Time: 2399.12 ms
[2022-04-04 16:59:48 main:574] : INFO : Epoch 1786 | loss: 0.0311998 | val_loss: 0.0312036 | Time: 2394.46 ms
[2022-04-04 16:59:50 main:574] : INFO : Epoch 1787 | loss: 0.0311989 | val_loss: 0.0312051 | Time: 2443.37 ms
[2022-04-04 16:59:52 main:574] : INFO : Epoch 1788 | loss: 0.0311979 | val_loss: 0.0312034 | Time: 2359.38 ms
[2022-04-04 16:59:55 main:574] : INFO : Epoch 1789 | loss: 0.0311989 | val_loss: 0.0312027 | Time: 2629.04 ms
[2022-04-04 16:59:58 main:574] : INFO : Epoch 1790 | loss: 0.0311989 | val_loss: 0.0312009 | Time: 2471.97 ms
[2022-04-04 17:00:00 main:574] : INFO : Epoch 1791 | loss: 0.0311966 | val_loss: 0.0312018 | Time: 2520.33 ms
[2022-04-04 17:00:03 main:574] : INFO : Epoch 1792 | loss: 0.0311962 | val_loss: 0.0312079 | Time: 2506.46 ms
[2022-04-04 17:00:05 main:574] : INFO : Epoch 1793 | loss: 0.0311973 | val_loss: 0.0312017 | Time: 2460.57 ms
[2022-04-04 17:00:08 main:574] : INFO : Epoch 1794 | loss: 0.0311968 | val_loss: 0.031202 | Time: 2453.65 ms
[2022-04-04 17:00:10 main:574] : INFO : Epoch 1795 | loss: 0.0311964 | val_loss: 0.0312017 | Time: 2471.63 ms
[2022-04-04 17:00:13 main:574] : INFO : Epoch 1796 | loss: 0.0311961 | val_loss: 0.0312025 | Time: 2510.01 ms
[2022-04-04 17:00:15 main:574] : INFO : Epoch 1797 | loss: 0.0311958 | val_loss: 0.031201 | Time: 2468.4 ms
[2022-04-04 17:00:17 main:574] : INFO : Epoch 1798 | loss: 0.0311967 | val_loss: 0.0312006 | Time: 2478.45 ms
[2022-04-04 17:00:20 main:574] : INFO : Epoch 1799 | loss: 0.031196 | val_loss: 0.0312046 | Time: 2480.06 ms
[2022-04-04 17:00:22 main:574] : INFO : Epoch 1800 | loss: 0.0311992 | val_loss: 0.031202 | Time: 2526.74 ms
[2022-04-04 17:00:25 main:574] : INFO : Epoch 1801 | loss: 0.0311984 | val_loss: 0.0312009 | Time: 2591.15 ms
[2022-04-04 17:00:28 main:574] : INFO : Epoch 1802 | loss: 0.0311956 | val_loss: 0.0312009 | Time: 2566.33 ms
[2022-04-04 17:00:30 main:574] : INFO : Epoch 1803 | loss: 0.0311973 | val_loss: 0.0312027 | Time: 2529.06 ms
[2022-04-04 17:00:33 main:574] : INFO : Epoch 1804 | loss: 0.0311974 | val_loss: 0.0312015 | Time: 2453.92 ms
[2022-04-04 17:00:35 main:574] : INFO : Epoch 1805 | loss: 0.0311982 | val_loss: 0.0312015 | Time: 2495.54 ms
[2022-04-04 17:00:38 main:574] : INFO : Epoch 1806 | loss: 0.0311988 | val_loss: 0.0312014 | Time: 2454.92 ms
[2022-04-04 17:00:40 main:574] : INFO : Epoch 1807 | loss: 0.0311974 | val_loss: 0.0312027 | Time: 2440.07 ms
[2022-04-04 17:00:42 main:574] : INFO : Epoch 1808 | loss: 0.0311986 | val_loss: 0.0312014 | Time: 2470.7 ms
[2022-04-04 17:00:45 main:574] : INFO : Epoch 1809 | loss: 0.0311962 | val_loss: 0.031202 | Time: 2383.2 ms
[2022-04-04 17:00:47 main:574] : INFO : Epoch 1810 | loss: 0.0311954 | val_loss: 0.0312032 | Time: 2418.11 ms
[2022-04-04 17:00:50 main:574] : INFO : Epoch 1811 | loss: 0.0311958 | val_loss: 0.0312018 | Time: 2405.93 ms
[2022-04-04 17:00:52 main:574] : INFO : Epoch 1812 | loss: 0.0311948 | val_loss: 0.0312017 | Time: 2348.65 ms
[2022-04-04 17:00:54 main:574] : INFO : Epoch 1813 | loss: 0.0311953 | val_loss: 0.0312012 | Time: 2372.29 ms
[2022-04-04 17:00:57 main:574] : INFO : Epoch 1814 | loss: 0.0311933 | val_loss: 0.031201 | Time: 2514.59 ms
[2022-04-04 17:00:59 main:574] : INFO : Epoch 1815 | loss: 0.0311971 | val_loss: 0.0312096 | Time: 2330.9 ms
[2022-04-04 17:01:02 main:574] : INFO : Epoch 1816 | loss: 0.0312005 | val_loss: 0.0312056 | Time: 2374.14 ms
[2022-04-04 17:01:04 main:574] : INFO : Epoch 1817 | loss: 0.0311961 | val_loss: 0.0312013 | Time: 2500.46 ms
[2022-04-04 17:01:07 main:574] : INFO : Epoch 1818 | loss: 0.0311959 | val_loss: 0.0312019 | Time: 2517.51 ms
[2022-04-04 17:01:09 main:574] : INFO : Epoch 1819 | loss: 0.0311936 | val_loss: 0.0312028 | Time: 2422.78 ms
[2022-04-04 17:01:12 main:574] : INFO : Epoch 1820 | loss: 0.0311938 | val_loss: 0.0312011 | Time: 2402.06 ms
[2022-04-04 17:01:14 main:574] : INFO : Epoch 1821 | loss: 0.0311939 | val_loss: 0.0312027 | Time: 2434.26 ms
[2022-04-04 17:01:16 main:574] : INFO : Epoch 1822 | loss: 0.0311939 | val_loss: 0.0312039 | Time: 2401.35 ms
[2022-04-04 17:01:19 main:574] : INFO : Epoch 1823 | loss: 0.0311952 | val_loss: 0.0312022 | Time: 2454.32 ms
[2022-04-04 17:01:21 main:574] : INFO : Epoch 1824 | loss: 0.0311956 | val_loss: 0.0312046 | Time: 2385.96 ms
[2022-04-04 17:01:24 main:574] : INFO : Epoch 1825 | loss: 0.0311953 | val_loss: 0.0312041 | Time: 2379.55 ms
[2022-04-04 17:01:26 main:574] : INFO : Epoch 1826 | loss: 0.0311955 | val_loss: 0.0312003 | Time: 2468.66 ms
[2022-04-04 17:01:29 main:574] : INFO : Epoch 1827 | loss: 0.0311933 | val_loss: 0.0312048 | Time: 2532.13 ms
[2022-04-04 17:01:31 main:574] : INFO : Epoch 1828 | loss: 0.031196 | val_loss: 0.0312009 | Time: 2484.64 ms
[2022-04-04 17:01:34 main:574] : INFO : Epoch 1829 | loss: 0.031192 | val_loss: 0.0312019 | Time: 2715.8 ms
[2022-04-04 17:01:36 main:574] : INFO : Epoch 1830 | loss: 0.0311946 | val_loss: 0.031204 | Time: 2630.94 ms
[2022-04-04 17:01:39 main:574] : INFO : Epoch 1831 | loss: 0.0312023 | val_loss: 0.0312068 | Time: 2639.32 ms
[2022-04-04 17:01:42 main:574] : INFO : Epoch 1832 | loss: 0.0312017 | val_loss: 0.0312051 | Time: 2538.69 ms
[2022-04-04 17:01:44 main:574] : INFO : Epoch 1833 | loss: 0.0312009 | val_loss: 0.0312051 | Time: 2504.01 ms
[2022-04-04 17:01:47 main:574] : INFO : Epoch 1834 | loss: 0.0312015 | val_loss: 0.0312042 | Time: 2554.33 ms
[2022-04-04 17:01:49 main:574] : INFO : Epoch 1835 | loss: 0.0311977 | val_loss: 0.0312059 | Time: 2584.34 ms
[2022-04-04 17:01:52 main:574] : INFO : Epoch 1836 | loss: 0.0312061 | val_loss: 0.0312101 | Time: 2512.98 ms
[2022-04-04 17:01:54 main:574] : INFO : Epoch 1837 | loss: 0.0312083 | val_loss: 0.0312137 | Time: 2522.4 ms
[2022-04-04 17:01:57 main:574] : INFO : Epoch 1838 | loss: 0.0312078 | val_loss: 0.0312124 | Time: 2538.12 ms
[2022-04-04 17:01:59 main:574] : INFO : Epoch 1839 | loss: 0.0312061 | val_loss: 0.0312104 | Time: 2549.33 ms
[2022-04-04 17:02:02 main:574] : INFO : Epoch 1840 | loss: 0.031205 | val_loss: 0.0312119 | Time: 2614.42 ms
[2022-04-04 17:02:05 main:574] : INFO : Epoch 1841 | loss: 0.0312054 | val_loss: 0.0312156 | Time: 2538.54 ms
[2022-04-04 17:02:07 main:574] : INFO : Epoch 1842 | loss: 0.031205 | val_loss: 0.0312095 | Time: 2491.74 ms
[2022-04-04 17:02:10 main:574] : INFO : Epoch 1843 | loss: 0.0312051 | val_loss: 0.0312072 | Time: 2524.88 ms
[2022-04-04 17:02:12 main:574] : INFO : Epoch 1844 | loss: 0.0312056 | val_loss: 0.0312061 | Time: 2568.29 ms
[2022-04-04 17:02:15 main:574] : INFO : Epoch 1845 | loss: 0.0312031 | val_loss: 0.0312046 | Time: 2566.59 ms
[2022-04-04 17:02:17 main:574] : INFO : Epoch 1846 | loss: 0.0312024 | val_loss: 0.0312058 | Time: 2450.31 ms
[2022-04-04 17:02:20 main:574] : INFO : Epoch 1847 | loss: 0.0312012 | val_loss: 0.0312065 | Time: 2487.85 ms
[2022-04-04 17:02:22 main:574] : INFO : Epoch 1848 | loss: 0.031202 | val_loss: 0.0312057 | Time: 2454.69 ms
[2022-04-04 17:02:25 main:574] : INFO : Epoch 1849 | loss: 0.0312012 | val_loss: 0.0312088 | Time: 2451.07 ms
[2022-04-04 17:02:27 main:574] : INFO : Epoch 1850 | loss: 0.0312011 | val_loss: 0.0312065 | Time: 2461.76 ms
[2022-04-04 17:02:29 main:574] : INFO : Epoch 1851 | loss: 0.0312004 | val_loss: 0.0312058 | Time: 2469.06 ms
[2022-04-04 17:02:32 main:574] : INFO : Epoch 1852 | loss: 0.0311985 | val_loss: 0.031204 | Time: 2502.95 ms
[2022-04-04 17:02:34 main:574] : INFO : Epoch 1853 | loss: 0.0311989 | val_loss: 0.0312047 | Time: 2452.92 ms
[2022-04-04 17:02:37 main:574] : INFO : Epoch 1854 | loss: 0.0311996 | val_loss: 0.0312058 | Time: 2468.71 ms
[2022-04-04 17:02:39 main:574] : INFO : Epoch 1855 | loss: 0.0311985 | val_loss: 0.031205 | Time: 2470.15 ms
[2022-04-04 17:02:42 main:574] : INFO : Epoch 1856 | loss: 0.0311991 | val_loss: 0.0312071 | Time: 2470.44 ms
[2022-04-04 17:02:44 main:574] : INFO : Epoch 1857 | loss: 0.0311996 | val_loss: 0.0312043 | Time: 2504.36 ms
[2022-04-04 17:02:47 main:574] : INFO : Epoch 1858 | loss: 0.0311993 | val_loss: 0.0312037 | Time: 2507.41 ms
[2022-04-04 17:02:49 main:574] : INFO : Epoch 1859 | loss: 0.0311998 | val_loss: 0.0312031 | Time: 2508.42 ms
[2022-04-04 17:02:52 main:574] : INFO : Epoch 1860 | loss: 0.0311985 | val_loss: 0.031204 | Time: 2446.18 ms
[2022-04-04 17:02:54 main:574] : INFO : Epoch 1861 | loss: 0.0311969 | val_loss: 0.0312059 | Time: 2479.14 ms
[2022-04-04 17:02:57 main:574] : INFO : Epoch 1862 | loss: 0.031198 | val_loss: 0.0312034 | Time: 2411.59 ms
[2022-04-04 17:02:59 main:574] : INFO : Epoch 1863 | loss: 0.0311993 | val_loss: 0.0312039 | Time: 2461.61 ms
[2022-04-04 17:03:02 main:574] : INFO : Epoch 1864 | loss: 0.0311985 | val_loss: 0.0312145 | Time: 2428.19 ms
[2022-04-04 17:03:04 main:574] : INFO : Epoch 1865 | loss: 0.0312021 | val_loss: 0.0312031 | Time: 2503.9 ms
[2022-04-04 17:03:07 main:574] : INFO : Epoch 1866 | loss: 0.0312012 | val_loss: 0.0312025 | Time: 2475.78 ms
[2022-04-04 17:03:09 main:574] : INFO : Epoch 1867 | loss: 0.0312015 | val_loss: 0.031206 | Time: 2409.68 ms
[2022-04-04 17:03:11 main:574] : INFO : Epoch 1868 | loss: 0.0311997 | val_loss: 0.0312031 | Time: 2476.09 ms
[2022-04-04 17:03:14 main:574] : INFO : Epoch 1869 | loss: 0.0311997 | val_loss: 0.0312014 | Time: 2485.06 ms
[2022-04-04 17:03:16 main:574] : INFO : Epoch 1870 | loss: 0.0311991 | val_loss: 0.0312033 | Time: 2486.46 ms
[2022-04-04 17:03:19 main:574] : INFO : Epoch 1871 | loss: 0.0311997 | val_loss: 0.0312041 | Time: 2535.1 ms
[2022-04-04 17:03:21 main:574] : INFO : Epoch 1872 | loss: 0.0312013 | val_loss: 0.0312098 | Time: 2444.4 ms
[2022-04-04 17:03:24 main:574] : INFO : Epoch 1873 | loss: 0.0312046 | val_loss: 0.0312058 | Time: 2414.09 ms
[2022-04-04 17:03:26 main:574] : INFO : Epoch 1874 | loss: 0.0312013 | val_loss: 0.0312061 | Time: 2430.38 ms
[2022-04-04 17:03:29 main:574] : INFO : Epoch 1875 | loss: 0.0312018 | val_loss: 0.0312124 | Time: 2488.38 ms
[2022-04-04 17:03:31 main:574] : INFO : Epoch 1876 | loss: 0.0312046 | val_loss: 0.0312053 | Time: 2496.14 ms
[2022-04-04 17:03:34 main:574] : INFO : Epoch 1877 | loss: 0.0312009 | val_loss: 0.0312056 | Time: 2424.32 ms
[2022-04-04 17:03:36 main:574] : INFO : Epoch 1878 | loss: 0.0311977 | val_loss: 0.0312046 | Time: 2418.38 ms
[2022-04-04 17:03:39 main:574] : INFO : Epoch 1879 | loss: 0.0311964 | val_loss: 0.0312078 | Time: 2500.47 ms
[2022-04-04 17:03:41 main:574] : INFO : Epoch 1880 | loss: 0.0311976 | val_loss: 0.0312069 | Time: 2433.81 ms
[2022-04-04 17:03:43 main:574] : INFO : Epoch 1881 | loss: 0.0311975 | val_loss: 0.0312057 | Time: 2421.49 ms
[2022-04-04 17:03:46 main:574] : INFO : Epoch 1882 | loss: 0.0311975 | val_loss: 0.0312059 | Time: 2446.37 ms
[2022-04-04 17:03:48 main:574] : INFO : Epoch 1883 | loss: 0.031202 | val_loss: 0.0312044 | Time: 2438.39 ms
[2022-04-04 17:03:51 main:574] : INFO : Epoch 1884 | loss: 0.0312011 | val_loss: 0.0312097 | Time: 2433.63 ms
[2022-04-04 17:03:53 main:574] : INFO : Epoch 1885 | loss: 0.0312045 | val_loss: 0.0312074 | Time: 2437.91 ms
[2022-04-04 17:03:56 main:574] : INFO : Epoch 1886 | loss: 0.031199 | val_loss: 0.0312028 | Time: 2437.21 ms
[2022-04-04 17:03:58 main:574] : INFO : Epoch 1887 | loss: 0.0311983 | val_loss: 0.0312026 | Time: 2500.72 ms
[2022-04-04 17:04:01 main:574] : INFO : Epoch 1888 | loss: 0.031198 | val_loss: 0.0312039 | Time: 2472 ms
[2022-04-04 17:04:03 main:574] : INFO : Epoch 1889 | loss: 0.0311986 | val_loss: 0.0312017 | Time: 2507.23 ms
[2022-04-04 17:04:06 main:574] : INFO : Epoch 1890 | loss: 0.0311975 | val_loss: 0.0312027 | Time: 2477.18 ms
[2022-04-04 17:04:08 main:574] : INFO : Epoch 1891 | loss: 0.0311976 | val_loss: 0.0312034 | Time: 2436.25 ms
[2022-04-04 17:04:10 main:574] : INFO : Epoch 1892 | loss: 0.0312032 | val_loss: 0.0312049 | Time: 2384.57 ms
[2022-04-04 17:04:13 main:574] : INFO : Epoch 1893 | loss: 0.0312017 | val_loss: 0.0312023 | Time: 2392.78 ms
[2022-04-04 17:04:15 main:574] : INFO : Epoch 1894 | loss: 0.0312009 | val_loss: 0.0312027 | Time: 2448.7 ms
[2022-04-04 17:04:18 main:574] : INFO : Epoch 1895 | loss: 0.0312015 | val_loss: 0.0312066 | Time: 2492.41 ms
[2022-04-04 17:04:20 main:574] : INFO : Epoch 1896 | loss: 0.0312053 | val_loss: 0.0312061 | Time: 2459.3 ms
[2022-04-04 17:04:23 main:574] : INFO : Epoch 1897 | loss: 0.0312057 | val_loss: 0.0312085 | Time: 2439.26 ms
[2022-04-04 17:04:25 main:574] : INFO : Epoch 1898 | loss: 0.0312038 | val_loss: 0.0312073 | Time: 2473.83 ms
[2022-04-04 17:04:28 main:574] : INFO : Epoch 1899 | loss: 0.0312031 | val_loss: 0.0312056 | Time: 2489.86 ms
[2022-04-04 17:04:30 main:574] : INFO : Epoch 1900 | loss: 0.0312034 | val_loss: 0.0312052 | Time: 2481.96 ms
[2022-04-04 17:04:33 main:574] : INFO : Epoch 1901 | loss: 0.031201 | val_loss: 0.0312048 | Time: 2491.49 ms
[2022-04-04 17:04:35 main:574] : INFO : Epoch 1902 | loss: 0.0312008 | val_loss: 0.0312083 | Time: 2435.38 ms
[2022-04-04 17:04:38 main:574] : INFO : Epoch 1903 | loss: 0.0312018 | val_loss: 0.0312052 | Time: 2494.83 ms
[2022-04-04 17:04:40 main:574] : INFO : Epoch 1904 | loss: 0.0312004 | val_loss: 0.0312055 | Time: 2422.63 ms
[2022-04-04 17:04:42 main:574] : INFO : Epoch 1905 | loss: 0.0311999 | val_loss: 0.0312046 | Time: 2402.38 ms
[2022-04-04 17:04:45 main:574] : INFO : Epoch 1906 | loss: 0.0312015 | val_loss: 0.0312045 | Time: 2488.31 ms
[2022-04-04 17:04:47 main:574] : INFO : Epoch 1907 | loss: 0.0311985 | val_loss: 0.031204 | Time: 2488.05 ms
[2022-04-04 17:04:50 main:574] : INFO : Epoch 1908 | loss: 0.0311978 | val_loss: 0.0312079 | Time: 2460 ms
[2022-04-04 17:04:52 main:574] : INFO : Epoch 1909 | loss: 0.0312014 | val_loss: 0.0312068 | Time: 2405.67 ms
[2022-04-04 17:04:55 main:574] : INFO : Epoch 1910 | loss: 0.0312113 | val_loss: 0.0312178 | Time: 2469.47 ms
[2022-04-04 17:04:57 main:574] : INFO : Epoch 1911 | loss: 0.031211 | val_loss: 0.0312138 | Time: 2371.44 ms
[2022-04-04 17:05:00 main:574] : INFO : Epoch 1912 | loss: 0.0312088 | val_loss: 0.0312121 | Time: 2471.48 ms
[2022-04-04 17:05:02 main:574] : INFO : Epoch 1913 | loss: 0.0312072 | val_loss: 0.0312141 | Time: 2447.85 ms
[2022-04-04 17:05:04 main:574] : INFO : Epoch 1914 | loss: 0.0312072 | val_loss: 0.0312117 | Time: 2396.55 ms
[2022-04-04 17:05:07 main:574] : INFO : Epoch 1915 | loss: 0.0312055 | val_loss: 0.0312139 | Time: 2416.72 ms
[2022-04-04 17:05:10 main:574] : INFO : Epoch 1916 | loss: 0.031207 | val_loss: 0.0312136 | Time: 2765.07 ms
[2022-04-04 17:05:12 main:574] : INFO : Epoch 1917 | loss: 0.031206 | val_loss: 0.0312107 | Time: 2669.82 ms
[2022-04-04 17:05:15 main:574] : INFO : Epoch 1918 | loss: 0.0312075 | val_loss: 0.0312105 | Time: 2553.19 ms
[2022-04-04 17:05:17 main:574] : INFO : Epoch 1919 | loss: 0.0312076 | val_loss: 0.0312109 | Time: 2500.95 ms
[2022-04-04 17:05:20 main:574] : INFO : Epoch 1920 | loss: 0.0312108 | val_loss: 0.0312103 | Time: 2474.37 ms
[2022-04-04 17:05:22 main:574] : INFO : Epoch 1921 | loss: 0.0312109 | val_loss: 0.0312072 | Time: 2417.84 ms
[2022-04-04 17:05:25 main:574] : INFO : Epoch 1922 | loss: 0.0312078 | val_loss: 0.0312058 | Time: 2394.44 ms
[2022-04-04 17:05:27 main:574] : INFO : Epoch 1923 | loss: 0.0312047 | val_loss: 0.0312058 | Time: 2359.19 ms
[2022-04-04 17:05:29 main:574] : INFO : Epoch 1924 | loss: 0.0312046 | val_loss: 0.0312054 | Time: 2466 ms
[2022-04-04 17:05:32 main:574] : INFO : Epoch 1925 | loss: 0.0312036 | val_loss: 0.0312031 | Time: 2457.62 ms
[2022-04-04 17:05:34 main:574] : INFO : Epoch 1926 | loss: 0.0312023 | val_loss: 0.0312027 | Time: 2481.75 ms
[2022-04-04 17:05:37 main:574] : INFO : Epoch 1927 | loss: 0.0312019 | val_loss: 0.0312023 | Time: 2508.93 ms
[2022-04-04 17:05:39 main:574] : INFO : Epoch 1928 | loss: 0.0312008 | val_loss: 0.0312022 | Time: 2574.88 ms
[2022-04-04 17:05:42 main:574] : INFO : Epoch 1929 | loss: 0.0312005 | val_loss: 0.0312028 | Time: 2789.1 ms
[2022-04-04 17:05:45 main:574] : INFO : Epoch 1930 | loss: 0.0312005 | val_loss: 0.0312025 | Time: 2724.44 ms
[2022-04-04 17:05:47 main:574] : INFO : Epoch 1931 | loss: 0.0312 | val_loss: 0.0312057 | Time: 2489.25 ms
[2022-04-04 17:05:50 main:574] : INFO : Epoch 1932 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 2399.17 ms
[2022-04-04 17:05:52 main:574] : INFO : Epoch 1933 | loss: 0.0311989 | val_loss: 0.0312049 | Time: 2354.46 ms
[2022-04-04 17:05:55 main:574] : INFO : Epoch 1934 | loss: 0.0311997 | val_loss: 0.0312051 | Time: 2503.35 ms
[2022-04-04 17:05:57 main:574] : INFO : Epoch 1935 | loss: 0.0311995 | val_loss: 0.0312051 | Time: 2415.08 ms
[2022-04-04 17:06:00 main:574] : INFO : Epoch 1936 | loss: 0.0311986 | val_loss: 0.0312011 | Time: 2490.3 ms
[2022-04-04 17:06:02 main:574] : INFO : Epoch 1937 | loss: 0.0311974 | val_loss: 0.0312003 | Time: 2725.73 ms
[2022-04-04 17:06:05 main:574] : INFO : Epoch 1938 | loss: 0.0312013 | val_loss: 0.0312004 | Time: 2745.61 ms
[2022-04-04 17:06:08 main:574] : INFO : Epoch 1939 | loss: 0.0312007 | val_loss: 0.0312037 | Time: 2567.92 ms
[2022-04-04 17:06:10 main:574] : INFO : Epoch 1940 | loss: 0.0312026 | val_loss: 0.0312001 | Time: 2458.96 ms
[2022-04-04 17:06:12 main:574] : INFO : Epoch 1941 | loss: 0.0312031 | val_loss: 0.0312009 | Time: 2343.1 ms
[2022-04-04 17:06:15 main:574] : INFO : Epoch 1942 | loss: 0.0311985 | val_loss: 0.0311976 | Time: 2485.62 ms
[2022-04-04 17:06:17 main:574] : INFO : Epoch 1943 | loss: 0.0311984 | val_loss: 0.0311977 | Time: 2474.37 ms
[2022-04-04 17:06:20 main:574] : INFO : Epoch 1944 | loss: 0.0311996 | val_loss: 0.0311997 | Time: 2455.94 ms
[2022-04-04 17:06:22 main:574] : INFO : Epoch 1945 | loss: 0.0311979 | val_loss: 0.031199 | Time: 2373.45 ms
[2022-04-04 17:06:25 main:574] : INFO : Epoch 1946 | loss: 0.0311999 | val_loss: 0.0312007 | Time: 2535.05 ms
[2022-04-04 17:06:27 main:574] : INFO : Epoch 1947 | loss: 0.0311993 | val_loss: 0.031199 | Time: 2452.26 ms
[2022-04-04 17:06:30 main:574] : INFO : Epoch 1948 | loss: 0.031198 | val_loss: 0.0311964 | Time: 2498.1 ms
[2022-04-04 17:06:32 main:574] : INFO : Epoch 1949 | loss: 0.0311982 | val_loss: 0.0311966 | Time: 2416.63 ms
[2022-04-04 17:06:35 main:574] : INFO : Epoch 1950 | loss: 0.0311982 | val_loss: 0.0312034 | Time: 2404.7 ms
[2022-04-04 17:06:37 main:574] : INFO : Epoch 1951 | loss: 0.0311992 | val_loss: 0.031197 | Time: 2361.67 ms
[2022-04-04 17:06:39 main:574] : INFO : Epoch 1952 | loss: 0.0311961 | val_loss: 0.0311958 | Time: 2401.62 ms
[2022-04-04 17:06:42 main:574] : INFO : Epoch 1953 | loss: 0.0311953 | val_loss: 0.0311965 | Time: 2395.02 ms
[2022-04-04 17:06:44 main:574] : INFO : Epoch 1954 | loss: 0.0311947 | val_loss: 0.0311955 | Time: 2420.83 ms
[2022-04-04 17:06:47 main:574] : INFO : Epoch 1955 | loss: 0.0311954 | val_loss: 0.0312017 | Time: 2454.29 ms
[2022-04-04 17:06:49 main:574] : INFO : Epoch 1956 | loss: 0.0311979 | val_loss: 0.0311964 | Time: 2523.76 ms
[2022-04-04 17:06:52 main:574] : INFO : Epoch 1957 | loss: 0.0311967 | val_loss: 0.0311956 | Time: 2656.72 ms
[2022-04-04 17:06:55 main:574] : INFO : Epoch 1958 | loss: 0.0311952 | val_loss: 0.0311959 | Time: 2728.26 ms
[2022-04-04 17:06:57 main:574] : INFO : Epoch 1959 | loss: 0.0311966 | val_loss: 0.0311956 | Time: 2564.22 ms
[2022-04-04 17:07:00 main:574] : INFO : Epoch 1960 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 2531.59 ms
[2022-04-04 17:07:02 main:574] : INFO : Epoch 1961 | loss: 0.0311949 | val_loss: 0.0311956 | Time: 2449.28 ms
[2022-04-04 17:07:05 main:574] : INFO : Epoch 1962 | loss: 0.0311956 | val_loss: 0.0312027 | Time: 2423.13 ms
[2022-04-04 17:07:07 main:574] : INFO : Epoch 1963 | loss: 0.0311968 | val_loss: 0.031196 | Time: 2538.92 ms
[2022-04-04 17:07:10 main:574] : INFO : Epoch 1964 | loss: 0.0312003 | val_loss: 0.0312055 | Time: 2435.36 ms
[2022-04-04 17:07:12 main:574] : INFO : Epoch 1965 | loss: 0.0311989 | val_loss: 0.0311957 | Time: 2385.35 ms
[2022-04-04 17:07:14 main:574] : INFO : Epoch 1966 | loss: 0.0311962 | val_loss: 0.0311988 | Time: 2500.68 ms
[2022-04-04 17:07:17 main:574] : INFO : Epoch 1967 | loss: 0.031197 | val_loss: 0.0312004 | Time: 2577.94 ms
[2022-04-04 17:07:19 main:574] : INFO : Epoch 1968 | loss: 0.0311956 | val_loss: 0.0311941 | Time: 2407.8 ms
[2022-04-04 17:07:22 main:574] : INFO : Epoch 1969 | loss: 0.0311949 | val_loss: 0.031194 | Time: 2432.95 ms
[2022-04-04 17:07:24 main:574] : INFO : Epoch 1970 | loss: 0.031195 | val_loss: 0.0311937 | Time: 2423.21 ms
[2022-04-04 17:07:27 main:574] : INFO : Epoch 1971 | loss: 0.0311943 | val_loss: 0.031194 | Time: 2435.83 ms
[2022-04-04 17:07:29 main:574] : INFO : Epoch 1972 | loss: 0.031194 | val_loss: 0.031194 | Time: 2484.5 ms
[2022-04-04 17:07:32 main:574] : INFO : Epoch 1973 | loss: 0.0311937 | val_loss: 0.0311931 | Time: 2448.73 ms
[2022-04-04 17:07:34 main:574] : INFO : Epoch 1974 | loss: 0.0311941 | val_loss: 0.0311934 | Time: 2564.09 ms
[2022-04-04 17:07:37 main:574] : INFO : Epoch 1975 | loss: 0.0311938 | val_loss: 0.0311947 | Time: 2521.33 ms
[2022-04-04 17:07:39 main:574] : INFO : Epoch 1976 | loss: 0.0311958 | val_loss: 0.0311999 | Time: 2324.87 ms
[2022-04-04 17:07:42 main:574] : INFO : Epoch 1977 | loss: 0.0311993 | val_loss: 0.0311962 | Time: 2610.23 ms
[2022-04-04 17:07:44 main:574] : INFO : Epoch 1978 | loss: 0.0311959 | val_loss: 0.031194 | Time: 2601 ms
[2022-04-04 17:07:47 main:574] : INFO : Epoch 1979 | loss: 0.0311933 | val_loss: 0.0311942 | Time: 2639.88 ms
[2022-04-04 17:07:49 main:574] : INFO : Epoch 1980 | loss: 0.0311954 | val_loss: 0.0311983 | Time: 2496.85 ms
[2022-04-04 17:07:52 main:574] : INFO : Epoch 1981 | loss: 0.0311953 | val_loss: 0.0311962 | Time: 2502.87 ms
[2022-04-04 17:07:54 main:574] : INFO : Epoch 1982 | loss: 0.0311957 | val_loss: 0.0311949 | Time: 2437.99 ms
[2022-04-04 17:07:57 main:574] : INFO : Epoch 1983 | loss: 0.0311943 | val_loss: 0.0311947 | Time: 2517.27 ms
[2022-04-04 17:07:59 main:574] : INFO : Epoch 1984 | loss: 0.0311949 | val_loss: 0.0311947 | Time: 2434.22 ms
[2022-04-04 17:08:02 main:574] : INFO : Epoch 1985 | loss: 0.0311981 | val_loss: 0.031199 | Time: 2412.37 ms
[2022-04-04 17:08:04 main:574] : INFO : Epoch 1986 | loss: 0.0311933 | val_loss: 0.0311949 | Time: 2421.16 ms
[2022-04-04 17:08:07 main:574] : INFO : Epoch 1987 | loss: 0.0311941 | val_loss: 0.0311996 | Time: 2391.43 ms
[2022-04-04 17:08:09 main:574] : INFO : Epoch 1988 | loss: 0.0311953 | val_loss: 0.0311932 | Time: 2479.15 ms
[2022-04-04 17:08:11 main:574] : INFO : Epoch 1989 | loss: 0.0311952 | val_loss: 0.031194 | Time: 2363.38 ms
[2022-04-04 17:08:14 main:574] : INFO : Epoch 1990 | loss: 0.0311926 | val_loss: 0.0311927 | Time: 2370.39 ms
[2022-04-04 17:08:16 main:574] : INFO : Epoch 1991 | loss: 0.0311918 | val_loss: 0.0311927 | Time: 2408.54 ms
[2022-04-04 17:08:19 main:574] : INFO : Epoch 1992 | loss: 0.0311911 | val_loss: 0.031198 | Time: 2472.05 ms
[2022-04-04 17:08:21 main:574] : INFO : Epoch 1993 | loss: 0.0311938 | val_loss: 0.0311949 | Time: 2555.27 ms
[2022-04-04 17:08:24 main:574] : INFO : Epoch 1994 | loss: 0.0311917 | val_loss: 0.0311939 | Time: 2676.85 ms
[2022-04-04 17:08:26 main:574] : INFO : Epoch 1995 | loss: 0.0311903 | val_loss: 0.0311936 | Time: 2438.75 ms
[2022-04-04 17:08:29 main:574] : INFO : Epoch 1996 | loss: 0.0311923 | val_loss: 0.0311935 | Time: 2518.81 ms
[2022-04-04 17:08:31 main:574] : INFO : Epoch 1997 | loss: 0.0311943 | val_loss: 0.0312011 | Time: 2568.77 ms
[2022-04-04 17:08:34 main:574] : INFO : Epoch 1998 | loss: 0.0311953 | val_loss: 0.0311953 | Time: 2427.58 ms
[2022-04-04 17:08:36 main:574] : INFO : Epoch 1999 | loss: 0.0311934 | val_loss: 0.0311971 | Time: 2402.6 ms
[2022-04-04 17:08:39 main:574] : INFO : Epoch 2000 | loss: 0.0311953 | val_loss: 0.0311962 | Time: 2297.25 ms
[2022-04-04 17:08:41 main:574] : INFO : Epoch 2001 | loss: 0.0311939 | val_loss: 0.0311962 | Time: 2631.94 ms
[2022-04-04 17:08:44 main:574] : INFO : Epoch 2002 | loss: 0.0311923 | val_loss: 0.0311963 | Time: 2674.44 ms
[2022-04-04 17:08:46 main:574] : INFO : Epoch 2003 | loss: 0.0311941 | val_loss: 0.0311976 | Time: 2506.72 ms
[2022-04-04 17:08:49 main:574] : INFO : Epoch 2004 | loss: 0.0311984 | val_loss: 0.0312112 | Time: 2416.54 ms
[2022-04-04 17:08:51 main:574] : INFO : Epoch 2005 | loss: 0.0312024 | val_loss: 0.0311969 | Time: 2481.33 ms
[2022-04-04 17:08:54 main:574] : INFO : Epoch 2006 | loss: 0.0311938 | val_loss: 0.0311963 | Time: 2536.04 ms
[2022-04-04 17:08:56 main:574] : INFO : Epoch 2007 | loss: 0.0311923 | val_loss: 0.0311958 | Time: 2466.64 ms
[2022-04-04 17:08:59 main:574] : INFO : Epoch 2008 | loss: 0.0311956 | val_loss: 0.0311964 | Time: 2369.71 ms
[2022-04-04 17:09:01 main:574] : INFO : Epoch 2009 | loss: 0.0311948 | val_loss: 0.0311966 | Time: 2460.08 ms
[2022-04-04 17:09:04 main:574] : INFO : Epoch 2010 | loss: 0.0311932 | val_loss: 0.0311967 | Time: 2439.1 ms
[2022-04-04 17:09:06 main:574] : INFO : Epoch 2011 | loss: 0.0311934 | val_loss: 0.031198 | Time: 2578.72 ms
[2022-04-04 17:09:09 main:574] : INFO : Epoch 2012 | loss: 0.0311927 | val_loss: 0.0311965 | Time: 2718.13 ms
[2022-04-04 17:09:12 main:574] : INFO : Epoch 2013 | loss: 0.0311935 | val_loss: 0.0312038 | Time: 2695.47 ms
[2022-04-04 17:09:14 main:574] : INFO : Epoch 2014 | loss: 0.0311935 | val_loss: 0.0311952 | Time: 2463.09 ms
[2022-04-04 17:09:16 main:574] : INFO : Epoch 2015 | loss: 0.0311912 | val_loss: 0.0311962 | Time: 2481.63 ms
[2022-04-04 17:09:19 main:574] : INFO : Epoch 2016 | loss: 0.0311939 | val_loss: 0.0311977 | Time: 2481.52 ms
[2022-04-04 17:09:21 main:574] : INFO : Epoch 2017 | loss: 0.0311926 | val_loss: 0.0311948 | Time: 2473.47 ms
[2022-04-04 17:09:24 main:574] : INFO : Epoch 2018 | loss: 0.0311924 | val_loss: 0.0311976 | Time: 2458.72 ms
[2022-04-04 17:09:26 main:574] : INFO : Epoch 2019 | loss: 0.0311937 | val_loss: 0.0311963 | Time: 2553.5 ms
[2022-04-04 17:09:29 main:574] : INFO : Epoch 2020 | loss: 0.0311914 | val_loss: 0.0311971 | Time: 2682.79 ms
[2022-04-04 17:09:32 main:574] : INFO : Epoch 2021 | loss: 0.0311905 | val_loss: 0.0311961 | Time: 2706.91 ms
[2022-04-04 17:09:34 main:574] : INFO : Epoch 2022 | loss: 0.0311909 | val_loss: 0.0311967 | Time: 2546.25 ms
[2022-04-04 17:09:37 main:574] : INFO : Epoch 2023 | loss: 0.0311926 | val_loss: 0.0311968 | Time: 2552.42 ms
[2022-04-04 17:09:39 main:574] : INFO : Epoch 2024 | loss: 0.0311912 | val_loss: 0.0311947 | Time: 2540.18 ms
[2022-04-04 17:09:42 main:574] : INFO : Epoch 2025 | loss: 0.0311902 | val_loss: 0.0312046 | Time: 2538.49 ms
[2022-04-04 17:09:45 main:574] : INFO : Epoch 2026 | loss: 0.0311937 | val_loss: 0.0311964 | Time: 2536.47 ms
[2022-04-04 17:09:47 main:574] : INFO : Epoch 2027 | loss: 0.03119 | val_loss: 0.0312013 | Time: 2545.33 ms
[2022-04-04 17:09:50 main:574] : INFO : Epoch 2028 | loss: 0.0311905 | val_loss: 0.0311943 | Time: 2535.12 ms
[2022-04-04 17:09:52 main:574] : INFO : Epoch 2029 | loss: 0.0311902 | val_loss: 0.0311943 | Time: 2458.76 ms
[2022-04-04 17:09:55 main:574] : INFO : Epoch 2030 | loss: 0.0311905 | val_loss: 0.0311967 | Time: 2553.91 ms
[2022-04-04 17:09:57 main:574] : INFO : Epoch 2031 | loss: 0.0311904 | val_loss: 0.031194 | Time: 2537.7 ms
[2022-04-04 17:10:00 main:574] : INFO : Epoch 2032 | loss: 0.0311913 | val_loss: 0.0311951 | Time: 2522.59 ms
[2022-04-04 17:10:02 main:574] : INFO : Epoch 2033 | loss: 0.031191 | val_loss: 0.0311957 | Time: 2580.33 ms
[2022-04-04 17:10:05 main:574] : INFO : Epoch 2034 | loss: 0.0311903 | val_loss: 0.031193 | Time: 2561.36 ms
[2022-04-04 17:10:07 main:574] : INFO : Epoch 2035 | loss: 0.0311898 | val_loss: 0.0311953 | Time: 2559.79 ms
[2022-04-04 17:10:10 main:574] : INFO : Epoch 2036 | loss: 0.0311918 | val_loss: 0.031193 | Time: 2536.28 ms
[2022-04-04 17:10:12 main:574] : INFO : Epoch 2037 | loss: 0.0311902 | val_loss: 0.0311977 | Time: 2502.65 ms
[2022-04-04 17:10:15 main:574] : INFO : Epoch 2038 | loss: 0.0311905 | val_loss: 0.0311922 | Time: 2562.87 ms
[2022-04-04 17:10:18 main:574] : INFO : Epoch 2039 | loss: 0.0311905 | val_loss: 0.0311936 | Time: 2484.77 ms
[2022-04-04 17:10:20 main:574] : INFO : Epoch 2040 | loss: 0.0311892 | val_loss: 0.0311932 | Time: 2528.34 ms
[2022-04-04 17:10:23 main:574] : INFO : Epoch 2041 | loss: 0.031191 | val_loss: 0.0311957 | Time: 2554.26 ms
[2022-04-04 17:10:25 main:574] : INFO : Epoch 2042 | loss: 0.0311892 | val_loss: 0.0311977 | Time: 2581.08 ms
[2022-04-04 17:10:28 main:574] : INFO : Epoch 2043 | loss: 0.0311888 | val_loss: 0.0311944 | Time: 2501.82 ms
[2022-04-04 17:10:30 main:574] : INFO : Epoch 2044 | loss: 0.0311903 | val_loss: 0.0311984 | Time: 2535.85 ms
[2022-04-04 17:10:33 main:574] : INFO : Epoch 2045 | loss: 0.0311923 | val_loss: 0.0311958 | Time: 2569.33 ms
[2022-04-04 17:10:35 main:574] : INFO : Epoch 2046 | loss: 0.0311895 | val_loss: 0.0311966 | Time: 2555.26 ms
[2022-04-04 17:10:38 main:574] : INFO : Epoch 2047 | loss: 0.0311894 | val_loss: 0.031195 | Time: 2547.96 ms
[2022-04-04 17:10:40 main:574] : INFO : Epoch 2048 | loss: 0.031189 | val_loss: 0.0311955 | Time: 2485.93 ms
[2022-04-04 17:10:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311955
[2022-04-04 17:10:40 main:603] : INFO : Saving end state to config to file
[2022-04-04 17:10:40 main:608] : INFO : Success, exiting..
17:10:40 (7584): 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)