Task 14180724
| Name | ParityModified-1647048187-30848-3-0_0 |
| Workunit | 11242734 |
| Created | 1 Apr 2022, 6:47:59 UTC |
| Sent | 8 Apr 2022, 21:42:45 UTC |
| Report deadline | 16 Apr 2022, 21:42:45 UTC |
| Received | 9 Apr 2022, 0:32:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 4 sec |
| CPU time | 1 hours 23 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,806.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0311943 | val_loss: 0.0311926 | Time: 2484.23 ms [2022-04-08 20:11:41 main:574] : INFO : Epoch 1543 | loss: 0.0311941 | val_loss: 0.0311918 | Time: 2477.57 ms [2022-04-08 20:11:43 main:574] : INFO : Epoch 1544 | loss: 0.0311937 | val_loss: 0.0311959 | Time: 2490.72 ms [2022-04-08 20:11:46 main:574] : INFO : Epoch 1545 | loss: 0.0311946 | val_loss: 0.031192 | Time: 2450.73 ms [2022-04-08 20:11:48 main:574] : INFO : Epoch 1546 | loss: 0.0311934 | val_loss: 0.0311915 | Time: 2469.77 ms [2022-04-08 20:11:51 main:574] : INFO : Epoch 1547 | loss: 0.0311945 | val_loss: 0.031194 | Time: 2456.49 ms [2022-04-08 20:11:53 main:574] : INFO : Epoch 1548 | loss: 0.0311935 | val_loss: 0.031192 | Time: 2440.98 ms [2022-04-08 20:11:56 main:574] : INFO : Epoch 1549 | loss: 0.0311928 | val_loss: 0.0311933 | Time: 2469.6 ms [2022-04-08 20:11:58 main:574] : INFO : Epoch 1550 | loss: 0.0311958 | val_loss: 0.0311915 | Time: 2556.91 ms [2022-04-08 20:12:01 main:574] : INFO : Epoch 1551 | loss: 0.0311968 | val_loss: 0.0311953 | Time: 2484.25 ms [2022-04-08 20:12:03 main:574] : INFO : Epoch 1552 | loss: 0.0311963 | val_loss: 0.0311927 | Time: 2485.95 ms [2022-04-08 20:12:06 main:574] : INFO : Epoch 1553 | loss: 0.0311948 | val_loss: 0.031193 | Time: 2470.4 ms [2022-04-08 20:12:08 main:574] : INFO : Epoch 1554 | loss: 0.0311943 | val_loss: 0.0311935 | Time: 2480.2 ms [2022-04-08 20:12:11 main:574] : INFO : Epoch 1555 | loss: 0.0311943 | val_loss: 0.0311951 | Time: 2454.89 ms [2022-04-08 20:12:13 main:574] : INFO : Epoch 1556 | loss: 0.031195 | val_loss: 0.0311915 | Time: 2472.55 ms [2022-04-08 20:12:16 main:574] : INFO : Epoch 1557 | loss: 0.0311943 | val_loss: 0.0311934 | Time: 2483.38 ms [2022-04-08 20:12:18 main:574] : INFO : Epoch 1558 | loss: 0.0311953 | val_loss: 0.0311955 | Time: 2482.86 ms [2022-04-08 20:12:21 main:574] : INFO : Epoch 1559 | loss: 0.0311959 | val_loss: 0.0311924 | Time: 2496.07 ms [2022-04-08 20:12:23 main:574] : INFO : Epoch 1560 | loss: 0.0311949 | val_loss: 0.0311923 | Time: 2467.69 ms [2022-04-08 20:12:25 main:574] : INFO : Epoch 1561 | loss: 0.0311943 | val_loss: 0.0311921 | Time: 2469.2 ms [2022-04-08 20:12:28 main:574] : INFO : Epoch 1562 | loss: 0.0311933 | val_loss: 0.0311924 | Time: 2488.29 ms [2022-04-08 20:12:30 main:574] : INFO : Epoch 1563 | loss: 0.0311936 | val_loss: 0.0311925 | Time: 2463.21 ms [2022-04-08 20:12:33 main:574] : INFO : Epoch 1564 | loss: 0.0311943 | val_loss: 0.0311926 | Time: 2468.42 ms [2022-04-08 20:12:35 main:574] : INFO : Epoch 1565 | loss: 0.0311937 | val_loss: 0.0311929 | Time: 2491.92 ms [2022-04-08 20:12:38 main:574] : INFO : Epoch 1566 | loss: 0.0311939 | val_loss: 0.0311942 | Time: 2445.72 ms [2022-04-08 20:12:40 main:574] : INFO : Epoch 1567 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 2498.22 ms [2022-04-08 20:12:43 main:574] : INFO : Epoch 1568 | loss: 0.0311926 | val_loss: 0.031192 | Time: 2476.23 ms [2022-04-08 20:12:45 main:574] : INFO : Epoch 1569 | loss: 0.0311932 | val_loss: 0.0311917 | Time: 2492.15 ms [2022-04-08 20:12:48 main:574] : INFO : Epoch 1570 | loss: 0.0311934 | val_loss: 0.0311924 | Time: 2456.08 ms [2022-04-08 20:12:50 main:574] : INFO : Epoch 1571 | loss: 0.0311943 | val_loss: 0.0311917 | Time: 2481.97 ms [2022-04-08 20:12:53 main:574] : INFO : Epoch 1572 | loss: 0.0311929 | val_loss: 0.0311923 | Time: 2494.15 ms [2022-04-08 20:12:55 main:574] : INFO : Epoch 1573 | loss: 0.0311929 | val_loss: 0.0311923 | Time: 2516.95 ms [2022-04-08 20:12:58 main:574] : INFO : Epoch 1574 | loss: 0.0311936 | val_loss: 0.0311924 | Time: 2457.94 ms [2022-04-08 20:13:00 main:574] : INFO : Epoch 1575 | loss: 0.0311934 | val_loss: 0.0311931 | Time: 2505.5 ms [2022-04-08 20:13:03 main:574] : INFO : Epoch 1576 | loss: 0.0311947 | val_loss: 0.0311919 | Time: 2493.66 ms [2022-04-08 20:13:05 main:574] : INFO : Epoch 1577 | loss: 0.0312 | val_loss: 0.0311934 | Time: 2481.5 ms [2022-04-08 20:13:08 main:574] : INFO : Epoch 1578 | loss: 0.031193 | val_loss: 0.0311931 | Time: 2482.92 ms [2022-04-08 20:13:10 main:574] : INFO : Epoch 1579 | loss: 0.0311939 | val_loss: 0.0311921 | Time: 2513.78 ms [2022-04-08 20:13:13 main:574] : INFO : Epoch 1580 | loss: 0.0311939 | val_loss: 0.0311921 | Time: 2478.54 ms [2022-04-08 20:13:15 main:574] : INFO : Epoch 1581 | loss: 0.0311952 | val_loss: 0.0311939 | Time: 2515.61 ms [2022-04-08 20:13:18 main:574] : INFO : Epoch 1582 | loss: 0.0311939 | val_loss: 0.0311918 | Time: 2475.29 ms [2022-04-08 20:13:20 main:574] : INFO : Epoch 1583 | loss: 0.0311943 | val_loss: 0.0312016 | Time: 2490.79 ms [2022-04-08 20:13:23 main:574] : INFO : Epoch 1584 | loss: 0.0311945 | val_loss: 0.0311943 | Time: 2486.5 ms [2022-04-08 20:13:25 main:574] : INFO : Epoch 1585 | loss: 0.0311948 | val_loss: 0.0311969 | Time: 2510.98 ms [2022-04-08 20:13:28 main:574] : INFO : Epoch 1586 | loss: 0.0311942 | val_loss: 0.0311945 | Time: 2471.79 ms [2022-04-08 20:13:30 main:574] : INFO : Epoch 1587 | loss: 0.0311956 | val_loss: 0.0311942 | Time: 2463.42 ms [2022-04-08 20:13:33 main:574] : INFO : Epoch 1588 | loss: 0.0311944 | val_loss: 0.0311927 | Time: 2483.95 ms [2022-04-08 20:13:35 main:574] : INFO : Epoch 1589 | loss: 0.0311942 | val_loss: 0.0311973 | Time: 2509.76 ms [2022-04-08 20:13:38 main:574] : INFO : Epoch 1590 | loss: 0.0311933 | val_loss: 0.0311917 | Time: 2475.46 ms [2022-04-08 20:13:40 main:574] : INFO : Epoch 1591 | loss: 0.0311927 | val_loss: 0.031196 | Time: 2506.66 ms [2022-04-08 20:13:43 main:574] : INFO : Epoch 1592 | loss: 0.0311954 | val_loss: 0.0311948 | Time: 2504.44 ms [2022-04-08 20:13:45 main:574] : INFO : Epoch 1593 | loss: 0.0311962 | val_loss: 0.0311933 | Time: 2501.94 ms [2022-04-08 20:13:48 main:574] : INFO : Epoch 1594 | loss: 0.0311958 | val_loss: 0.0311939 | Time: 2507.49 ms [2022-04-08 20:13:50 main:574] : INFO : Epoch 1595 | loss: 0.0311965 | val_loss: 0.0311937 | Time: 2495.25 ms [2022-04-08 20:13:53 main:574] : INFO : Epoch 1596 | loss: 0.0311954 | val_loss: 0.0311928 | Time: 2500.54 ms [2022-04-08 20:13:55 main:574] : INFO : Epoch 1597 | loss: 0.0311974 | val_loss: 0.0311934 | Time: 2495.92 ms [2022-04-08 20:13:58 main:574] : INFO : Epoch 1598 | loss: 0.0311941 | val_loss: 0.0311924 | Time: 2475.13 ms [2022-04-08 20:14:00 main:574] : INFO : Epoch 1599 | loss: 0.0311946 | val_loss: 0.0311923 | Time: 2483.46 ms [2022-04-08 20:14:03 main:574] : INFO : Epoch 1600 | loss: 0.0311957 | val_loss: 0.0311981 | Time: 2495.93 ms [2022-04-08 20:14:05 main:574] : INFO : Epoch 1601 | loss: 0.0311961 | val_loss: 0.0311927 | Time: 2498.26 ms [2022-04-08 20:14:08 main:574] : INFO : Epoch 1602 | loss: 0.031198 | val_loss: 0.0312013 | Time: 2500.76 ms [2022-04-08 20:14:10 main:574] : INFO : Epoch 1603 | loss: 0.031199 | val_loss: 0.0311929 | Time: 2476.32 ms [2022-04-08 20:14:13 main:574] : INFO : Epoch 1604 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 2465.62 ms [2022-04-08 20:14:15 main:574] : INFO : Epoch 1605 | loss: 0.0311954 | val_loss: 0.0312076 | Time: 2485.88 ms [2022-04-08 20:14:17 main:574] : INFO : Epoch 1606 | loss: 0.0311969 | val_loss: 0.0311939 | Time: 2462.6 ms [2022-04-08 20:14:20 main:574] : INFO : Epoch 1607 | loss: 0.0311942 | val_loss: 0.0311921 | Time: 2520.26 ms [2022-04-08 20:14:22 main:574] : INFO : Epoch 1608 | loss: 0.0311942 | val_loss: 0.031192 | Time: 2466.95 ms [2022-04-08 20:14:25 main:574] : INFO : Epoch 1609 | loss: 0.0311932 | val_loss: 0.0311923 | Time: 2490.04 ms [2022-04-08 20:14:27 main:574] : INFO : Epoch 1610 | loss: 0.0311937 | val_loss: 0.031194 | Time: 2505.09 ms [2022-04-08 20:14:30 main:574] : INFO : Epoch 1611 | loss: 0.0311939 | val_loss: 0.0311927 | Time: 2512.11 ms [2022-04-08 20:14:32 main:574] : INFO : Epoch 1612 | loss: 0.0311944 | val_loss: 0.0311926 | Time: 2483.19 ms [2022-04-08 20:14:35 main:574] : INFO : Epoch 1613 | loss: 0.0311969 | val_loss: 0.0311931 | Time: 2513.13 ms [2022-04-08 20:14:37 main:574] : INFO : Epoch 1614 | loss: 0.0311966 | val_loss: 0.0311946 | Time: 2518.66 ms [2022-04-08 20:14:40 main:574] : INFO : Epoch 1615 | loss: 0.0311963 | val_loss: 0.031195 | Time: 2484.24 ms [2022-04-08 20:14:42 main:574] : INFO : Epoch 1616 | loss: 0.0311958 | val_loss: 0.0311981 | Time: 2481.28 ms [2022-04-08 20:14:45 main:574] : INFO : Epoch 1617 | loss: 0.0311966 | val_loss: 0.0311987 | Time: 2486.18 ms [2022-04-08 20:14:47 main:574] : INFO : Epoch 1618 | loss: 0.0311973 | val_loss: 0.0311955 | Time: 2459.65 ms [2022-04-08 20:14:50 main:574] : INFO : Epoch 1619 | loss: 0.0311947 | val_loss: 0.0311956 | Time: 2520.21 ms [2022-04-08 20:14:52 main:574] : INFO : Epoch 1620 | loss: 0.0311941 | val_loss: 0.0311948 | Time: 2477.24 ms [2022-04-08 20:14:55 main:574] : INFO : Epoch 1621 | loss: 0.031193 | val_loss: 0.0311925 | Time: 2490.74 ms [2022-04-08 20:14:57 main:574] : INFO : Epoch 1622 | loss: 0.0311928 | val_loss: 0.031193 | Time: 2490.17 ms [2022-04-08 20:15:00 main:574] : INFO : Epoch 1623 | loss: 0.0311927 | val_loss: 0.0311935 | Time: 2487.86 ms [2022-04-08 20:15:02 main:574] : INFO : Epoch 1624 | loss: 0.031194 | val_loss: 0.0311927 | Time: 2479.58 ms [2022-04-08 20:15:05 main:574] : INFO : Epoch 1625 | loss: 0.0311928 | val_loss: 0.0311932 | Time: 2503.38 ms [2022-04-08 20:15:07 main:574] : INFO : Epoch 1626 | loss: 0.0311929 | val_loss: 0.0311927 | Time: 2492.88 ms [2022-04-08 20:15:10 main:574] : INFO : Epoch 1627 | loss: 0.0311933 | val_loss: 0.0311929 | Time: 2481.35 ms [2022-04-08 20:15:12 main:574] : INFO : Epoch 1628 | loss: 0.031193 | val_loss: 0.0311924 | Time: 2500.49 ms [2022-04-08 20:15:15 main:574] : INFO : Epoch 1629 | loss: 0.0311932 | val_loss: 0.0311943 | Time: 2485.29 ms [2022-04-08 20:15:17 main:574] : INFO : Epoch 1630 | loss: 0.0311943 | val_loss: 0.031197 | Time: 2493.09 ms [2022-04-08 20:15:20 main:574] : INFO : Epoch 1631 | loss: 0.0311942 | val_loss: 0.0311943 | Time: 2496.3 ms [2022-04-08 20:15:22 main:574] : INFO : Epoch 1632 | loss: 0.0311937 | val_loss: 0.0311946 | Time: 2511.35 ms [2022-04-08 20:15:25 main:574] : INFO : Epoch 1633 | loss: 0.031193 | val_loss: 0.031193 | Time: 2472.09 ms [2022-04-08 20:15:27 main:574] : INFO : Epoch 1634 | loss: 0.0311933 | val_loss: 0.0311955 | Time: 2502.14 ms [2022-04-08 20:15:30 main:574] : INFO : Epoch 1635 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 2503.87 ms [2022-04-08 20:15:32 main:574] : INFO : Epoch 1636 | loss: 0.0311924 | val_loss: 0.0311942 | Time: 2488.71 ms [2022-04-08 20:15:35 main:574] : INFO : Epoch 1637 | loss: 0.0311982 | val_loss: 0.0311932 | Time: 2509.62 ms [2022-04-08 20:15:37 main:574] : INFO : Epoch 1638 | loss: 0.0311952 | val_loss: 0.0311949 | Time: 2482.55 ms [2022-04-08 20:15:40 main:574] : INFO : Epoch 1639 | loss: 0.0311953 | val_loss: 0.0311943 | Time: 2488.83 ms [2022-04-08 20:15:42 main:574] : INFO : Epoch 1640 | loss: 0.0311927 | val_loss: 0.0311926 | Time: 2488.42 ms [2022-04-08 20:15:45 main:574] : INFO : Epoch 1641 | loss: 0.0311937 | val_loss: 0.0311923 | Time: 2507.85 ms [2022-04-08 20:15:47 main:574] : INFO : Epoch 1642 | loss: 0.031193 | val_loss: 0.0311922 | Time: 2503.99 ms [2022-04-08 20:15:50 main:574] : INFO : Epoch 1643 | loss: 0.0311968 | val_loss: 0.0311983 | Time: 2487.19 ms [2022-04-08 20:15:52 main:574] : INFO : Epoch 1644 | loss: 0.0311933 | val_loss: 0.0311931 | Time: 2507.5 ms [2022-04-08 20:15:55 main:574] : INFO : Epoch 1645 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 2513.23 ms [2022-04-08 20:15:57 main:574] : INFO : Epoch 1646 | loss: 0.0311929 | val_loss: 0.0311946 | Time: 2501.81 ms [2022-04-08 20:16:00 main:574] : INFO : Epoch 1647 | loss: 0.0311936 | val_loss: 0.0311956 | Time: 2472.04 ms [2022-04-08 20:16:02 main:574] : INFO : Epoch 1648 | loss: 0.0311955 | val_loss: 0.0311966 | Time: 2513.9 ms [2022-04-08 20:16:05 main:574] : INFO : Epoch 1649 | loss: 0.0311998 | val_loss: 0.0311998 | Time: 2502.94 ms [2022-04-08 20:16:07 main:574] : INFO : Epoch 1650 | loss: 0.0311986 | val_loss: 0.031196 | Time: 2520.76 ms [2022-04-08 20:16:10 main:574] : INFO : Epoch 1651 | loss: 0.0311944 | val_loss: 0.031194 | Time: 2526.62 ms [2022-04-08 20:16:12 main:574] : INFO : Epoch 1652 | loss: 0.0311967 | val_loss: 0.0311972 | Time: 2528.4 ms [2022-04-08 20:16:15 main:574] : INFO : Epoch 1653 | loss: 0.0311948 | val_loss: 0.0311976 | Time: 2485.03 ms [2022-04-08 20:16:17 main:574] : INFO : Epoch 1654 | loss: 0.0311944 | val_loss: 0.0311944 | Time: 2476.33 ms [2022-04-08 20:16:20 main:574] : INFO : Epoch 1655 | loss: 0.0311933 | val_loss: 0.0311927 | Time: 2524.65 ms [2022-04-08 20:16:22 main:574] : INFO : Epoch 1656 | loss: 0.0311925 | val_loss: 0.0311928 | Time: 2491.48 ms [2022-04-08 20:16:25 main:574] : INFO : Epoch 1657 | loss: 0.0311935 | val_loss: 0.0311967 | Time: 2501.55 ms [2022-04-08 20:16:27 main:574] : INFO : Epoch 1658 | loss: 0.0311961 | val_loss: 0.0311931 | Time: 2498.88 ms [2022-04-08 20:16:30 main:574] : INFO : Epoch 1659 | loss: 0.0311958 | val_loss: 0.0312093 | Time: 2476.13 ms [2022-04-08 20:16:32 main:574] : INFO : Epoch 1660 | loss: 0.0311983 | val_loss: 0.031193 | Time: 2501.04 ms [2022-04-08 20:16:35 main:574] : INFO : Epoch 1661 | loss: 0.031194 | val_loss: 0.031202 | Time: 2482.95 ms [2022-04-08 20:16:37 main:574] : INFO : Epoch 1662 | loss: 0.0311939 | val_loss: 0.0311953 | Time: 2507.84 ms [2022-04-08 20:16:40 main:574] : INFO : Epoch 1663 | loss: 0.0311937 | val_loss: 0.031195 | Time: 2499.79 ms [2022-04-08 20:16:42 main:574] : INFO : Epoch 1664 | loss: 0.0311947 | val_loss: 0.0311962 | Time: 2485.12 ms [2022-04-08 20:16:45 main:574] : INFO : Epoch 1665 | loss: 0.0311995 | val_loss: 0.0311997 | Time: 2499.06 ms [2022-04-08 20:16:47 main:574] : INFO : Epoch 1666 | loss: 0.0311991 | val_loss: 0.0311955 | Time: 2490.1 ms [2022-04-08 20:16:50 main:574] : INFO : Epoch 1667 | loss: 0.0311979 | val_loss: 0.0311934 | Time: 2498.96 ms [2022-04-08 20:16:52 main:574] : INFO : Epoch 1668 | loss: 0.0311966 | val_loss: 0.0311944 | Time: 2506.15 ms [2022-04-08 20:16:55 main:574] : INFO : Epoch 1669 | loss: 0.0311975 | val_loss: 0.0312013 | Time: 2481.18 ms [2022-04-08 20:16:57 main:574] : INFO : Epoch 1670 | loss: 0.0311991 | val_loss: 0.0311932 | Time: 2467.65 ms [2022-04-08 20:17:00 main:574] : INFO : Epoch 1671 | loss: 0.0311961 | val_loss: 0.0311928 | Time: 2508.59 ms [2022-04-08 20:17:02 main:574] : INFO : Epoch 1672 | loss: 0.0311959 | val_loss: 0.0311933 | Time: 2508.35 ms [2022-04-08 20:17:05 main:574] : INFO : Epoch 1673 | loss: 0.0311978 | val_loss: 0.0311936 | Time: 2485.77 ms [2022-04-08 20:17:07 main:574] : INFO : Epoch 1674 | loss: 0.0311966 | val_loss: 0.0311926 | Time: 2516.18 ms [2022-04-08 20:17:10 main:574] : INFO : Epoch 1675 | loss: 0.0311995 | val_loss: 0.0311979 | Time: 2488.74 ms [2022-04-08 20:17:12 main:574] : INFO : Epoch 1676 | loss: 0.0311977 | val_loss: 0.0311918 | Time: 2482.11 ms [2022-04-08 20:17:15 main:574] : INFO : Epoch 1677 | loss: 0.0311988 | val_loss: 0.0312038 | Time: 2506.77 ms [2022-04-08 20:17:17 main:574] : INFO : Epoch 1678 | loss: 0.0312001 | val_loss: 0.0311926 | Time: 2512.95 ms [2022-04-08 20:17:20 main:574] : INFO : Epoch 1679 | loss: 0.0311947 | val_loss: 0.0311918 | Time: 2508.49 ms [2022-04-08 20:17:22 main:574] : INFO : Epoch 1680 | loss: 0.0311949 | val_loss: 0.0311919 | Time: 2477.73 ms [2022-04-08 20:17:25 main:574] : INFO : Epoch 1681 | loss: 0.0311954 | val_loss: 0.0311917 | Time: 2478.28 ms [2022-04-08 20:17:27 main:574] : INFO : Epoch 1682 | loss: 0.0311962 | val_loss: 0.0311949 | Time: 2498.32 ms [2022-04-08 20:17:30 main:574] : INFO : Epoch 1683 | loss: 0.0311966 | val_loss: 0.0311941 | Time: 2479.59 ms [2022-04-08 20:17:32 main:574] : INFO : Epoch 1684 | loss: 0.031197 | val_loss: 0.0311906 | Time: 2504.08 ms [2022-04-08 20:17:35 main:574] : INFO : Epoch 1685 | loss: 0.0311954 | val_loss: 0.0311931 | Time: 2518.19 ms [2022-04-08 20:17:37 main:574] : INFO : Epoch 1686 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 2495.56 ms [2022-04-08 20:17:40 main:574] : INFO : Epoch 1687 | loss: 0.031195 | val_loss: 0.0311985 | Time: 2516.13 ms [2022-04-08 20:17:42 main:574] : INFO : Epoch 1688 | loss: 0.0311965 | val_loss: 0.0311911 | Time: 2499.72 ms [2022-04-08 20:17:45 main:574] : INFO : Epoch 1689 | loss: 0.0311932 | val_loss: 0.0311904 | Time: 2487.58 ms [2022-04-08 20:17:47 main:574] : INFO : Epoch 1690 | loss: 0.0311939 | val_loss: 0.0311916 | Time: 2505.61 ms [2022-04-08 20:17:50 main:574] : INFO : Epoch 1691 | loss: 0.0311952 | val_loss: 0.0311908 | Time: 2476.89 ms [2022-04-08 20:17:52 main:574] : INFO : Epoch 1692 | loss: 0.0311922 | val_loss: 0.0311913 | Time: 2512.56 ms [2022-04-08 20:17:55 main:574] : INFO : Epoch 1693 | loss: 0.0311935 | val_loss: 0.031192 | Time: 2485.59 ms [2022-04-08 20:17:57 main:574] : INFO : Epoch 1694 | loss: 0.0311963 | val_loss: 0.0311955 | Time: 2500.79 ms [2022-04-08 20:18:00 main:574] : INFO : Epoch 1695 | loss: 0.0311941 | val_loss: 0.0311943 | Time: 2473.96 ms [2022-04-08 20:18:02 main:574] : INFO : Epoch 1696 | loss: 0.0311935 | val_loss: 0.0311922 | Time: 2507.63 ms [2022-04-08 20:18:05 main:574] : INFO : Epoch 1697 | loss: 0.031195 | val_loss: 0.0311978 | Time: 2495.03 ms [2022-04-08 20:18:07 main:574] : INFO : Epoch 1698 | loss: 0.0311955 | val_loss: 0.031199 | Time: 2496.89 ms [2022-04-08 20:18:10 main:574] : INFO : Epoch 1699 | loss: 0.0311939 | val_loss: 0.0311919 | Time: 2462.69 ms [2022-04-08 20:18:12 main:574] : INFO : Epoch 1700 | loss: 0.0311919 | val_loss: 0.0311936 | Time: 2471.71 ms [2022-04-08 20:18:15 main:574] : INFO : Epoch 1701 | loss: 0.0311935 | val_loss: 0.0311941 | Time: 2525.9 ms [2022-04-08 20:18:17 main:574] : INFO : Epoch 1702 | loss: 0.0311926 | val_loss: 0.0311919 | Time: 2501.08 ms [2022-04-08 20:18:20 main:574] : INFO : Epoch 1703 | loss: 0.0311922 | val_loss: 0.0311915 | Time: 2524.78 ms [2022-04-08 20:18:22 main:574] : INFO : Epoch 1704 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 2498.19 ms [2022-04-08 20:18:25 main:574] : INFO : Epoch 1705 | loss: 0.0311959 | val_loss: 0.0311955 | Time: 2482.15 ms [2022-04-08 20:18:27 main:574] : INFO : Epoch 1706 | loss: 0.0311933 | val_loss: 0.0311976 | Time: 2499.42 ms [2022-04-08 20:18:30 main:574] : INFO : Epoch 1707 | loss: 0.0311922 | val_loss: 0.0311915 | Time: 2494.62 ms [2022-04-08 20:18:32 main:574] : INFO : Epoch 1708 | loss: 0.0311915 | val_loss: 0.0311916 | Time: 2502.38 ms [2022-04-08 20:18:35 main:574] : INFO : Epoch 1709 | loss: 0.0311938 | val_loss: 0.0311932 | Time: 2519.19 ms [2022-04-08 20:18:37 main:574] : INFO : Epoch 1710 | loss: 0.031194 | val_loss: 0.0311925 | Time: 2474.25 ms [2022-04-08 20:18:40 main:574] : INFO : Epoch 1711 | loss: 0.0311932 | val_loss: 0.0311927 | Time: 2479.53 ms [2022-04-08 20:18:42 main:574] : INFO : Epoch 1712 | loss: 0.0311935 | val_loss: 0.0311913 | Time: 2456.11 ms [2022-04-08 20:18:45 main:574] : INFO : Epoch 1713 | loss: 0.0311925 | val_loss: 0.0311928 | Time: 2479.87 ms [2022-04-08 20:18:47 main:574] : INFO : Epoch 1714 | loss: 0.0311921 | val_loss: 0.0311928 | Time: 2485.42 ms [2022-04-08 20:18:50 main:574] : INFO : Epoch 1715 | loss: 0.0311918 | val_loss: 0.0311924 | Time: 2459.41 ms [2022-04-08 20:18:52 main:574] : INFO : Epoch 1716 | loss: 0.0311941 | val_loss: 0.0311995 | Time: 2462.85 ms [2022-04-08 20:18:55 main:574] : INFO : Epoch 1717 | loss: 0.0311937 | val_loss: 0.0311915 | Time: 2507.36 ms [2022-04-08 20:18:57 main:574] : INFO : Epoch 1718 | loss: 0.031191 | val_loss: 0.0311901 | Time: 2517.5 ms [2022-04-08 20:19:00 main:574] : INFO : Epoch 1719 | loss: 0.0311905 | val_loss: 0.0311928 | Time: 2480.78 ms [2022-04-08 20:19:02 main:574] : INFO : Epoch 1720 | loss: 0.0311951 | val_loss: 0.0311969 | Time: 2485.32 ms [2022-04-08 20:19:05 main:574] : INFO : Epoch 1721 | loss: 0.0311962 | val_loss: 0.0311934 | Time: 2469.67 ms [2022-04-08 20:19:07 main:574] : INFO : Epoch 1722 | loss: 0.0311927 | val_loss: 0.0311921 | Time: 2475.34 ms [2022-04-08 20:19:10 main:574] : INFO : Epoch 1723 | loss: 0.0311908 | val_loss: 0.031189 | Time: 2502.35 ms [2022-04-08 20:19:12 main:574] : INFO : Epoch 1724 | loss: 0.0311893 | val_loss: 0.0311905 | Time: 2490.25 ms [2022-04-08 20:19:15 main:574] : INFO : Epoch 1725 | loss: 0.0311901 | val_loss: 0.0311906 | Time: 2492.26 ms [2022-04-08 20:19:17 main:574] : INFO : Epoch 1726 | loss: 0.0311922 | val_loss: 0.0311925 | Time: 2493.03 ms [2022-04-08 20:19:20 main:574] : INFO : Epoch 1727 | loss: 0.0311893 | val_loss: 0.0311908 | Time: 2473.26 ms [2022-04-08 20:19:22 main:574] : INFO : Epoch 1728 | loss: 0.0311915 | val_loss: 0.0311894 | Time: 2489.97 ms [2022-04-08 20:19:25 main:574] : INFO : Epoch 1729 | loss: 0.031192 | val_loss: 0.0311899 | Time: 2512.89 ms [2022-04-08 20:19:27 main:574] : INFO : Epoch 1730 | loss: 0.0311943 | val_loss: 0.0311968 | Time: 2489.33 ms [2022-04-08 20:19:30 main:574] : INFO : Epoch 1731 | loss: 0.0311937 | val_loss: 0.0311884 | Time: 2463.66 ms [2022-04-08 20:19:32 main:574] : INFO : Epoch 1732 | loss: 0.0311905 | val_loss: 0.0311879 | Time: 2483.07 ms [2022-04-08 20:19:34 main:574] : INFO : Epoch 1733 | loss: 0.0311909 | val_loss: 0.0311934 | Time: 2466.69 ms [2022-04-08 20:19:37 main:574] : INFO : Epoch 1734 | loss: 0.0311948 | val_loss: 0.0311931 | Time: 2477.21 ms [2022-04-08 20:19:39 main:574] : INFO : Epoch 1735 | loss: 0.0311931 | val_loss: 0.0311993 | Time: 2450 ms [2022-04-08 20:19:42 main:574] : INFO : Epoch 1736 | loss: 0.0311911 | val_loss: 0.0311896 | Time: 2445.37 ms [2022-04-08 20:19:44 main:574] : INFO : Epoch 1737 | loss: 0.0311895 | val_loss: 0.0311898 | Time: 2491.69 ms [2022-04-08 20:19:47 main:574] : INFO : Epoch 1738 | loss: 0.0311891 | val_loss: 0.0311872 | Time: 2474.64 ms [2022-04-08 20:19:49 main:574] : INFO : Epoch 1739 | loss: 0.0311893 | val_loss: 0.0311879 | Time: 2480.85 ms [2022-04-08 20:19:52 main:574] : INFO : Epoch 1740 | loss: 0.0311887 | val_loss: 0.0311864 | Time: 2484.02 ms [2022-04-08 20:19:54 main:574] : INFO : Epoch 1741 | loss: 0.031188 | val_loss: 0.0311891 | Time: 2465.1 ms [2022-04-08 20:19:57 main:574] : INFO : Epoch 1742 | loss: 0.0311893 | val_loss: 0.031187 | Time: 2502.54 ms [2022-04-08 20:19:59 main:574] : INFO : Epoch 1743 | loss: 0.0311881 | val_loss: 0.0311878 | Time: 2480.35 ms [2022-04-08 20:20:02 main:574] : INFO : Epoch 1744 | loss: 0.0311903 | val_loss: 0.0311896 | Time: 2493.03 ms [2022-04-08 20:20:04 main:574] : INFO : Epoch 1745 | loss: 0.0311892 | val_loss: 0.0311866 | Time: 2488.21 ms [2022-04-08 20:20:07 main:574] : INFO : Epoch 1746 | loss: 0.0311883 | val_loss: 0.0311894 | Time: 2500.71 ms [2022-04-08 20:20:09 main:574] : INFO : Epoch 1747 | loss: 0.0311922 | val_loss: 0.0311899 | Time: 2499.49 ms [2022-04-08 20:20:12 main:574] : INFO : Epoch 1748 | loss: 0.0311951 | val_loss: 0.0311884 | Time: 2466.22 ms [2022-04-08 20:20:14 main:574] : INFO : Epoch 1749 | loss: 0.0311917 | val_loss: 0.0311881 | Time: 2486.51 ms [2022-04-08 20:20:17 main:574] : INFO : Epoch 1750 | loss: 0.031192 | val_loss: 0.0311941 | Time: 2481.61 ms [2022-04-08 20:20:19 main:574] : INFO : Epoch 1751 | loss: 0.0311897 | val_loss: 0.0311885 | Time: 2509.75 ms [2022-04-08 20:20:22 main:574] : INFO : Epoch 1752 | loss: 0.0311875 | val_loss: 0.0311876 | Time: 2486.01 ms [2022-04-08 20:20:24 main:574] : INFO : Epoch 1753 | loss: 0.0311883 | val_loss: 0.0311896 | Time: 2468.23 ms [2022-04-08 20:20:27 main:574] : INFO : Epoch 1754 | loss: 0.0311942 | val_loss: 0.0311963 | Time: 2472.32 ms [2022-04-08 20:20:29 main:574] : INFO : Epoch 1755 | loss: 0.0311995 | val_loss: 0.0311925 | Time: 2486.73 ms [2022-04-08 20:20:32 main:574] : INFO : Epoch 1756 | loss: 0.0311943 | val_loss: 0.0311931 | Time: 2474.88 ms [2022-04-08 20:20:34 main:574] : INFO : Epoch 1757 | loss: 0.0311905 | val_loss: 0.0311905 | Time: 2488.93 ms [2022-04-08 20:20:37 main:574] : INFO : Epoch 1758 | loss: 0.0311891 | val_loss: 0.0311888 | Time: 2485.19 ms [2022-04-08 20:20:39 main:574] : INFO : Epoch 1759 | loss: 0.0311878 | val_loss: 0.0311885 | Time: 2474.53 ms [2022-04-08 20:20:42 main:574] : INFO : Epoch 1760 | loss: 0.0311881 | val_loss: 0.0311947 | Time: 2523.25 ms [2022-04-08 20:20:44 main:574] : INFO : Epoch 1761 | loss: 0.0311886 | val_loss: 0.03119 | Time: 2467.43 ms [2022-04-08 20:20:47 main:574] : INFO : Epoch 1762 | loss: 0.0311867 | val_loss: 0.0311886 | Time: 2464.65 ms [2022-04-08 20:20:49 main:574] : INFO : Epoch 1763 | loss: 0.0311876 | val_loss: 0.0311873 | Time: 2498.43 ms [2022-04-08 20:20:52 main:574] : INFO : Epoch 1764 | loss: 0.0311864 | val_loss: 0.0311874 | Time: 2497.24 ms [2022-04-08 20:20:54 main:574] : INFO : Epoch 1765 | loss: 0.0311888 | val_loss: 0.0311987 | Time: 2486.23 ms [2022-04-08 20:20:56 main:574] : INFO : Epoch 1766 | loss: 0.03119 | val_loss: 0.0311898 | Time: 2501.57 ms [2022-04-08 20:20:59 main:574] : INFO : Epoch 1767 | loss: 0.0311891 | val_loss: 0.0311907 | Time: 2471.74 ms [2022-04-08 20:21:01 main:574] : INFO : Epoch 1768 | loss: 0.0311876 | val_loss: 0.0311877 | Time: 2465.56 ms [2022-04-08 20:21:04 main:574] : INFO : Epoch 1769 | loss: 0.0311896 | val_loss: 0.0311949 | Time: 2486.53 ms [2022-04-08 20:21:06 main:574] : INFO : Epoch 1770 | loss: 0.0311892 | val_loss: 0.0311925 | Time: 2471.1 ms [2022-04-08 20:21:09 main:574] : INFO : Epoch 1771 | loss: 0.031189 | val_loss: 0.0311899 | Time: 2471.74 ms [2022-04-08 20:21:11 main:574] : INFO : Epoch 1772 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 2473.83 ms [2022-04-08 20:21:14 main:574] : INFO : Epoch 1773 | loss: 0.0311865 | val_loss: 0.031191 | Time: 2469.01 ms [2022-04-08 20:21:16 main:574] : INFO : Epoch 1774 | loss: 0.0311912 | val_loss: 0.0311874 | Time: 2485.99 ms [2022-04-08 20:21:19 main:574] : INFO : Epoch 1775 | loss: 0.0311938 | val_loss: 0.0311916 | Time: 2462.21 ms [2022-04-08 20:21:21 main:574] : INFO : Epoch 1776 | loss: 0.0311958 | val_loss: 0.031191 | Time: 2457.79 ms [2022-04-08 20:21:24 main:574] : INFO : Epoch 1777 | loss: 0.0311917 | val_loss: 0.0311967 | Time: 2467.34 ms [2022-04-08 20:21:26 main:574] : INFO : Epoch 1778 | loss: 0.0311955 | val_loss: 0.0311925 | Time: 2487.25 ms [2022-04-08 20:21:29 main:574] : INFO : Epoch 1779 | loss: 0.0311918 | val_loss: 0.0311882 | Time: 2492.22 ms [2022-04-08 20:21:31 main:574] : INFO : Epoch 1780 | loss: 0.0311881 | val_loss: 0.0311989 | Time: 2457.33 ms [2022-04-08 20:21:34 main:574] : INFO : Epoch 1781 | loss: 0.0311907 | val_loss: 0.0311887 | Time: 2478.05 ms [2022-04-08 20:21:36 main:574] : INFO : Epoch 1782 | loss: 0.0311875 | val_loss: 0.031188 | Time: 2467.49 ms [2022-04-08 20:21:39 main:574] : INFO : Epoch 1783 | loss: 0.0311863 | val_loss: 0.0311871 | Time: 2469.85 ms [2022-04-08 20:21:41 main:574] : INFO : Epoch 1784 | loss: 0.0311857 | val_loss: 0.0311883 | Time: 2493.54 ms [2022-04-08 20:21:44 main:574] : INFO : Epoch 1785 | loss: 0.0311861 | val_loss: 0.0311874 | Time: 2492.83 ms [2022-04-08 20:21:46 main:574] : INFO : Epoch 1786 | loss: 0.0311861 | val_loss: 0.0311928 | Time: 2474.46 ms [2022-04-08 20:21:49 main:574] : INFO : Epoch 1787 | loss: 0.0311921 | val_loss: 0.031196 | Time: 2489.53 ms [2022-04-08 20:21:51 main:574] : INFO : Epoch 1788 | loss: 0.0311897 | val_loss: 0.0311888 | Time: 2522.08 ms [2022-04-08 20:21:54 main:574] : INFO : Epoch 1789 | loss: 0.0311882 | val_loss: 0.0311972 | Time: 2494.39 ms [2022-04-08 20:21:56 main:574] : INFO : Epoch 1790 | loss: 0.0311935 | val_loss: 0.0311909 | Time: 2482.21 ms [2022-04-08 20:21:59 main:574] : INFO : Epoch 1791 | loss: 0.0311891 | val_loss: 0.0311874 | Time: 2477.43 ms [2022-04-08 20:22:01 main:574] : INFO : Epoch 1792 | loss: 0.0311873 | val_loss: 0.0311871 | Time: 2502.07 ms [2022-04-08 20:22:03 main:574] : INFO : Epoch 1793 | loss: 0.0311883 | val_loss: 0.0311879 | Time: 2475.81 ms [2022-04-08 20:22:06 main:574] : INFO : Epoch 1794 | loss: 0.031191 | val_loss: 0.0311888 | Time: 2504.3 ms [2022-04-08 20:22:08 main:574] : INFO : Epoch 1795 | loss: 0.0311902 | val_loss: 0.0311888 | Time: 2484.99 ms [2022-04-08 20:22:11 main:574] : INFO : Epoch 1796 | loss: 0.031187 | val_loss: 0.0311867 | Time: 2485.02 ms [2022-04-08 20:22:13 main:574] : INFO : Epoch 1797 | loss: 0.0311884 | val_loss: 0.0311955 | Time: 2499.12 ms [2022-04-08 20:22:16 main:574] : INFO : Epoch 1798 | loss: 0.0311886 | val_loss: 0.0311882 | Time: 2455.75 ms [2022-04-08 20:22:18 main:574] : INFO : Epoch 1799 | loss: 0.0311873 | val_loss: 0.0311872 | Time: 2471.61 ms [2022-04-08 20:22:21 main:574] : INFO : Epoch 1800 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 2464.49 ms [2022-04-08 20:22:23 main:574] : INFO : Epoch 1801 | loss: 0.0311869 | val_loss: 0.0311868 | Time: 2468.23 ms [2022-04-08 20:22:26 main:574] : INFO : Epoch 1802 | loss: 0.0311875 | val_loss: 0.0311867 | Time: 2479.67 ms [2022-04-08 20:22:28 main:574] : INFO : Epoch 1803 | loss: 0.0311876 | val_loss: 0.0311911 | Time: 2497.43 ms [2022-04-08 20:22:31 main:574] : INFO : Epoch 1804 | loss: 0.031188 | val_loss: 0.0311916 | Time: 2495.48 ms [2022-04-08 20:22:33 main:574] : INFO : Epoch 1805 | loss: 0.0311872 | val_loss: 0.0311867 | Time: 2473.18 ms [2022-04-08 20:22:36 main:574] : INFO : Epoch 1806 | loss: 0.031187 | val_loss: 0.0311876 | Time: 2467.38 ms [2022-04-08 20:22:38 main:574] : INFO : Epoch 1807 | loss: 0.0311878 | val_loss: 0.0311905 | Time: 2458.36 ms [2022-04-08 20:22:41 main:574] : INFO : Epoch 1808 | loss: 0.0311887 | val_loss: 0.0311889 | Time: 2451.15 ms [2022-04-08 20:22:43 main:574] : INFO : Epoch 1809 | loss: 0.0311864 | val_loss: 0.0311866 | Time: 2488.97 ms [2022-04-08 20:22:46 main:574] : INFO : Epoch 1810 | loss: 0.0311876 | val_loss: 0.0311868 | Time: 2475.13 ms [2022-04-08 20:22:48 main:574] : INFO : Epoch 1811 | loss: 0.0311868 | val_loss: 0.0311864 | Time: 2481.82 ms [2022-04-08 20:22:51 main:574] : INFO : Epoch 1812 | loss: 0.031187 | val_loss: 0.0311865 | Time: 2494.31 ms [2022-04-08 20:22:53 main:574] : INFO : Epoch 1813 | loss: 0.0311894 | val_loss: 0.0311875 | Time: 2471.74 ms [2022-04-08 20:22:56 main:574] : INFO : Epoch 1814 | loss: 0.0311931 | val_loss: 0.0311903 | Time: 2458.36 ms [2022-04-08 20:22:58 main:574] : INFO : Epoch 1815 | loss: 0.0311876 | val_loss: 0.0311882 | Time: 2488.2 ms [2022-04-08 20:23:01 main:574] : INFO : Epoch 1816 | loss: 0.0311861 | val_loss: 0.0311892 | Time: 2503.29 ms [2022-04-08 20:23:03 main:574] : INFO : Epoch 1817 | loss: 0.0311885 | val_loss: 0.0311911 | Time: 2446.64 ms [2022-04-08 20:23:05 main:574] : INFO : Epoch 1818 | loss: 0.0311873 | val_loss: 0.0311867 | Time: 2466.74 ms [2022-04-08 20:23:08 main:574] : INFO : Epoch 1819 | loss: 0.0311869 | val_loss: 0.0311866 | Time: 2510.93 ms [2022-04-08 20:23:10 main:574] : INFO : Epoch 1820 | loss: 0.0311868 | val_loss: 0.0311883 | Time: 2480.06 ms [2022-04-08 20:23:13 main:574] : INFO : Epoch 1821 | loss: 0.0311924 | val_loss: 0.0311879 | Time: 2474.26 ms [2022-04-08 20:23:15 main:574] : INFO : Epoch 1822 | loss: 0.0311902 | val_loss: 0.0311908 | Time: 2492.89 ms [2022-04-08 20:23:18 main:574] : INFO : Epoch 1823 | loss: 0.0311877 | val_loss: 0.0311865 | Time: 2493.66 ms [2022-04-08 20:23:20 main:574] : INFO : Epoch 1824 | loss: 0.0311871 | val_loss: 0.0311906 | Time: 2477.4 ms [2022-04-08 20:23:23 main:574] : INFO : Epoch 1825 | loss: 0.0311886 | val_loss: 0.031187 | Time: 2487.26 ms [2022-04-08 20:23:25 main:574] : INFO : Epoch 1826 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 2516.69 ms [2022-04-08 20:23:28 main:574] : INFO : Epoch 1827 | loss: 0.031185 | val_loss: 0.0311921 | Time: 2484.66 ms [2022-04-08 20:23:30 main:574] : INFO : Epoch 1828 | loss: 0.0311863 | val_loss: 0.0311869 | Time: 2481.84 ms [2022-04-08 20:23:33 main:574] : INFO : Epoch 1829 | loss: 0.0311861 | val_loss: 0.031187 | Time: 2485.96 ms [2022-04-08 20:23:35 main:574] : INFO : Epoch 1830 | loss: 0.0311855 | val_loss: 0.0311889 | Time: 2488.38 ms [2022-04-08 20:23:38 main:574] : INFO : Epoch 1831 | loss: 0.0311857 | val_loss: 0.0311865 | Time: 2490.29 ms [2022-04-08 20:23:40 main:574] : INFO : Epoch 1832 | loss: 0.0311869 | val_loss: 0.0311874 | Time: 2508.49 ms [2022-04-08 20:23:43 main:574] : INFO : Epoch 1833 | loss: 0.0311856 | val_loss: 0.0311856 | Time: 2483.75 ms [2022-04-08 20:23:45 main:574] : INFO : Epoch 1834 | loss: 0.0311872 | val_loss: 0.0311905 | Time: 2491.88 ms [2022-04-08 20:23:48 main:574] : INFO : Epoch 1835 | loss: 0.0311856 | val_loss: 0.0311976 | Time: 2512.39 ms [2022-04-08 20:23:50 main:574] : INFO : Epoch 1836 | loss: 0.0311856 | val_loss: 0.0311869 | Time: 2441.17 ms [2022-04-08 20:23:53 main:574] : INFO : Epoch 1837 | loss: 0.0311869 | val_loss: 0.0312056 | Time: 2472.85 ms [2022-04-08 20:23:55 main:574] : INFO : Epoch 1838 | loss: 0.031193 | val_loss: 0.0311949 | Time: 2487.85 ms [2022-04-08 20:23:58 main:574] : INFO : Epoch 1839 | loss: 0.0311878 | val_loss: 0.0311912 | Time: 2476.45 ms [2022-04-08 20:24:00 main:574] : INFO : Epoch 1840 | loss: 0.0311868 | val_loss: 0.0311883 | Time: 2522.37 ms [2022-04-08 20:24:03 main:574] : INFO : Epoch 1841 | loss: 0.0311849 | val_loss: 0.0311925 | Time: 2453.28 ms [2022-04-08 20:24:05 main:574] : INFO : Epoch 1842 | loss: 0.0311871 | val_loss: 0.0311889 | Time: 2475.59 ms [2022-04-08 20:24:08 main:574] : INFO : Epoch 1843 | loss: 0.0311874 | val_loss: 0.0311918 | Time: 2519.78 ms [2022-04-08 20:24:10 main:574] : INFO : Epoch 1844 | loss: 0.0311854 | val_loss: 0.0311876 | Time: 2452.12 ms [2022-04-08 20:24:13 main:574] : INFO : Epoch 1845 | loss: 0.0311855 | val_loss: 0.0311877 | Time: 2476.46 ms [2022-04-08 20:24:15 main:574] : INFO : Epoch 1846 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 2459.02 ms [2022-04-08 20:24:18 main:574] : INFO : Epoch 1847 | loss: 0.0311899 | val_loss: 0.031191 | Time: 2464.6 ms [2022-04-08 20:24:20 main:574] : INFO : Epoch 1848 | loss: 0.03119 | val_loss: 0.031187 | Time: 2488.49 ms [2022-04-08 20:24:23 main:574] : INFO : Epoch 1849 | loss: 0.0311894 | val_loss: 0.0311873 | Time: 2462.21 ms [2022-04-08 20:24:25 main:574] : INFO : Epoch 1850 | loss: 0.0311848 | val_loss: 0.0311872 | Time: 2457.74 ms [2022-04-08 20:24:28 main:574] : INFO : Epoch 1851 | loss: 0.0311858 | val_loss: 0.0311864 | Time: 2488.35 ms [2022-04-08 20:24:30 main:574] : INFO : Epoch 1852 | loss: 0.0311846 | val_loss: 0.0311875 | Time: 2492.47 ms [2022-04-08 20:24:32 main:574] : INFO : Epoch 1853 | loss: 0.0311841 | val_loss: 0.031189 | Time: 2486.17 ms [2022-04-08 20:24:35 main:574] : INFO : Epoch 1854 | loss: 0.0311952 | val_loss: 0.031193 | Time: 2448.62 ms [2022-04-08 20:24:37 main:574] : INFO : Epoch 1855 | loss: 0.0311947 | val_loss: 0.0311885 | Time: 2463.52 ms [2022-04-08 20:24:40 main:574] : INFO : Epoch 1856 | loss: 0.0311868 | val_loss: 0.0311868 | Time: 2439.47 ms [2022-04-08 20:24:42 main:574] : INFO : Epoch 1857 | loss: 0.0311873 | val_loss: 0.0311881 | Time: 2451.07 ms [2022-04-08 20:24:45 main:574] : INFO : Epoch 1858 | loss: 0.0311904 | val_loss: 0.0311956 | Time: 2502.95 ms [2022-04-08 20:24:47 main:574] : INFO : Epoch 1859 | loss: 0.0311902 | val_loss: 0.0311908 | Time: 2470.46 ms [2022-04-08 20:24:50 main:574] : INFO : Epoch 1860 | loss: 0.0311907 | val_loss: 0.0311956 | Time: 2451.17 ms [2022-04-08 20:24:52 main:574] : INFO : Epoch 1861 | loss: 0.0311899 | val_loss: 0.0311885 | Time: 2464.26 ms [2022-04-08 20:24:55 main:574] : INFO : Epoch 1862 | loss: 0.0311896 | val_loss: 0.0311985 | Time: 2461.52 ms [2022-04-08 20:24:57 main:574] : INFO : Epoch 1863 | loss: 0.0311899 | val_loss: 0.0311888 | Time: 2459.04 ms [2022-04-08 20:25:00 main:574] : INFO : Epoch 1864 | loss: 0.0311857 | val_loss: 0.0311863 | Time: 2498.81 ms [2022-04-08 20:25:02 main:574] : INFO : Epoch 1865 | loss: 0.0311871 | val_loss: 0.0311882 | Time: 2458.76 ms [2022-04-08 20:25:05 main:574] : INFO : Epoch 1866 | loss: 0.0311875 | val_loss: 0.0311868 | Time: 2475.1 ms [2022-04-08 20:25:07 main:574] : INFO : Epoch 1867 | loss: 0.0311896 | val_loss: 0.0311895 | Time: 2454.96 ms [2022-04-08 20:25:09 main:574] : INFO : Epoch 1868 | loss: 0.0311961 | val_loss: 0.031195 | Time: 2463.66 ms [2022-04-08 20:25:12 main:574] : INFO : Epoch 1869 | loss: 0.0311895 | val_loss: 0.031189 | Time: 2462.13 ms [2022-04-08 20:25:14 main:574] : INFO : Epoch 1870 | loss: 0.0311881 | val_loss: 0.0311874 | Time: 2459.7 ms [2022-04-08 20:25:17 main:574] : INFO : Epoch 1871 | loss: 0.0311879 | val_loss: 0.0311863 | Time: 2467.68 ms [2022-04-08 20:25:19 main:574] : INFO : Epoch 1872 | loss: 0.0311872 | val_loss: 0.0311866 | Time: 2472.86 ms [2022-04-08 20:25:22 main:574] : INFO : Epoch 1873 | loss: 0.0311896 | val_loss: 0.0311935 | Time: 2480.69 ms [2022-04-08 20:25:24 main:574] : INFO : Epoch 1874 | loss: 0.0311883 | val_loss: 0.0311864 | Time: 2493.15 ms [2022-04-08 20:25:27 main:574] : INFO : Epoch 1875 | loss: 0.0311877 | val_loss: 0.031186 | Time: 2479.29 ms [2022-04-08 20:25:29 main:574] : INFO : Epoch 1876 | loss: 0.0311882 | val_loss: 0.0311946 | Time: 2485.32 ms [2022-04-08 20:25:32 main:574] : INFO : Epoch 1877 | loss: 0.0311907 | val_loss: 0.0311872 | Time: 2502.27 ms [2022-04-08 20:25:34 main:574] : INFO : Epoch 1878 | loss: 0.0311866 | val_loss: 0.0311881 | Time: 2498.49 ms [2022-04-08 20:25:37 main:574] : INFO : Epoch 1879 | loss: 0.0311877 | val_loss: 0.0311887 | Time: 2490.05 ms [2022-04-08 20:25:39 main:574] : INFO : Epoch 1880 | loss: 0.031192 | val_loss: 0.0311878 | Time: 2489.43 ms [2022-04-08 20:25:42 main:574] : INFO : Epoch 1881 | loss: 0.0311873 | val_loss: 0.0311909 | Time: 2478.57 ms [2022-04-08 20:25:44 main:574] : INFO : Epoch 1882 | loss: 0.0311889 | val_loss: 0.0311888 | Time: 2476.63 ms [2022-04-08 20:25:47 main:574] : INFO : Epoch 1883 | loss: 0.0311894 | val_loss: 0.0311884 | Time: 2510.08 ms [2022-04-08 20:25:49 main:574] : INFO : Epoch 1884 | loss: 0.0311914 | val_loss: 0.0311885 | Time: 2473.29 ms [2022-04-08 20:25:52 main:574] : INFO : Epoch 1885 | loss: 0.031187 | val_loss: 0.0311862 | Time: 2465.45 ms [2022-04-08 20:25:54 main:574] : INFO : Epoch 1886 | loss: 0.0311865 | val_loss: 0.0311862 | Time: 2483.99 ms [2022-04-08 20:25:57 main:574] : INFO : Epoch 1887 | loss: 0.0311865 | val_loss: 0.0311866 | Time: 2485.66 ms [2022-04-08 20:25:59 main:574] : INFO : Epoch 1888 | loss: 0.0311872 | val_loss: 0.0311911 | Time: 2450.48 ms [2022-04-08 20:26:02 main:574] : INFO : Epoch 1889 | loss: 0.0311872 | val_loss: 0.0311863 | Time: 2466.65 ms [2022-04-08 20:26:04 main:574] : INFO : Epoch 1890 | loss: 0.0311853 | val_loss: 0.0311861 | Time: 2514.77 ms [2022-04-08 20:26:07 main:574] : INFO : Epoch 1891 | loss: 0.0311842 | val_loss: 0.0311887 | Time: 2490.14 ms [2022-04-08 20:26:09 main:574] : INFO : Epoch 1892 | loss: 0.0311868 | val_loss: 0.0311855 | Time: 2499.54 ms [2022-04-08 20:26:12 main:574] : INFO : Epoch 1893 | loss: 0.0311878 | val_loss: 0.031188 | Time: 2510.29 ms [2022-04-08 20:26:14 main:574] : INFO : Epoch 1894 | loss: 0.031187 | val_loss: 0.031187 | Time: 2475.16 ms [2022-04-08 20:26:17 main:574] : INFO : Epoch 1895 | loss: 0.0311867 | val_loss: 0.0311846 | Time: 2467.46 ms [2022-04-08 20:26:19 main:574] : INFO : Epoch 1896 | loss: 0.0311866 | val_loss: 0.0311846 | Time: 2479.33 ms [2022-04-08 20:26:22 main:574] : INFO : Epoch 1897 | loss: 0.0311901 | val_loss: 0.0311947 | Time: 2489.92 ms [2022-04-08 20:26:24 main:574] : INFO : Epoch 1898 | loss: 0.0311869 | val_loss: 0.0311866 | Time: 2458.56 ms [2022-04-08 20:26:27 main:574] : INFO : Epoch 1899 | loss: 0.0311866 | val_loss: 0.0311847 | Time: 2512.88 ms [2022-04-08 20:26:29 main:574] : INFO : Epoch 1900 | loss: 0.0311867 | val_loss: 0.0311885 | Time: 2493.65 ms [2022-04-08 20:26:32 main:574] : INFO : Epoch 1901 | loss: 0.0311863 | val_loss: 0.0311852 | Time: 2503.2 ms [2022-04-08 20:26:34 main:574] : INFO : Epoch 1902 | loss: 0.031189 | val_loss: 0.031186 | Time: 2498.17 ms [2022-04-08 20:26:37 main:574] : INFO : Epoch 1903 | loss: 0.0311876 | val_loss: 0.0312063 | Time: 2503.06 ms [2022-04-08 20:26:39 main:574] : INFO : Epoch 1904 | loss: 0.0311905 | val_loss: 0.0311873 | Time: 2443.9 ms [2022-04-08 20:26:41 main:574] : INFO : Epoch 1905 | loss: 0.0311877 | val_loss: 0.0311859 | Time: 2453.13 ms [2022-04-08 20:26:44 main:574] : INFO : Epoch 1906 | loss: 0.0311901 | val_loss: 0.0311912 | Time: 2517.68 ms [2022-04-08 20:26:46 main:574] : INFO : Epoch 1907 | loss: 0.0311886 | val_loss: 0.0311856 | Time: 2489.92 ms [2022-04-08 20:26:49 main:574] : INFO : Epoch 1908 | loss: 0.0311862 | val_loss: 0.0311838 | Time: 2496.11 ms [2022-04-08 20:26:51 main:574] : INFO : Epoch 1909 | loss: 0.0311859 | val_loss: 0.0311861 | Time: 2487.08 ms [2022-04-08 20:26:54 main:574] : INFO : Epoch 1910 | loss: 0.0311852 | val_loss: 0.0311841 | Time: 2475.76 ms [2022-04-08 20:26:56 main:574] : INFO : Epoch 1911 | loss: 0.0311874 | val_loss: 0.0311866 | Time: 2461.66 ms [2022-04-08 20:26:59 main:574] : INFO : Epoch 1912 | loss: 0.0311904 | val_loss: 0.0311966 | Time: 2453.01 ms [2022-04-08 20:27:01 main:574] : INFO : Epoch 1913 | loss: 0.0311867 | val_loss: 0.0311855 | Time: 2495.08 ms [2022-04-08 20:27:04 main:574] : INFO : Epoch 1914 | loss: 0.0311842 | val_loss: 0.0311832 | Time: 2477.39 ms [2022-04-08 20:27:06 main:574] : INFO : Epoch 1915 | loss: 0.0311838 | val_loss: 0.0311892 | Time: 2481.46 ms [2022-04-08 20:27:09 main:574] : INFO : Epoch 1916 | loss: 0.0311881 | val_loss: 0.0311883 | Time: 2510.69 ms [2022-04-08 20:27:11 main:574] : INFO : Epoch 1917 | loss: 0.0311867 | val_loss: 0.0311845 | Time: 2500.96 ms [2022-04-08 20:27:14 main:574] : INFO : Epoch 1918 | loss: 0.031184 | val_loss: 0.0311849 | Time: 2487.46 ms [2022-04-08 20:27:16 main:574] : INFO : Epoch 1919 | loss: 0.0311845 | val_loss: 0.0311908 | Time: 2480.59 ms [2022-04-08 20:27:19 main:574] : INFO : Epoch 1920 | loss: 0.0311846 | val_loss: 0.0311841 | Time: 2458.66 ms [2022-04-08 20:27:21 main:574] : INFO : Epoch 1921 | loss: 0.0311848 | val_loss: 0.0311969 | Time: 2472.3 ms [2022-04-08 20:27:24 main:574] : INFO : Epoch 1922 | loss: 0.0311874 | val_loss: 0.0311891 | Time: 2446.31 ms [2022-04-08 20:27:26 main:574] : INFO : Epoch 1923 | loss: 0.0311915 | val_loss: 0.0311929 | Time: 2473.18 ms [2022-04-08 20:27:29 main:574] : INFO : Epoch 1924 | loss: 0.0311884 | val_loss: 0.0311879 | Time: 2506.76 ms [2022-04-08 20:27:31 main:574] : INFO : Epoch 1925 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 2491.56 ms [2022-04-08 20:27:34 main:574] : INFO : Epoch 1926 | loss: 0.0311871 | val_loss: 0.0311867 | Time: 2485.41 ms [2022-04-08 20:27:36 main:574] : INFO : Epoch 1927 | loss: 0.0311835 | val_loss: 0.0311872 | Time: 2522.56 ms [2022-04-08 20:27:39 main:574] : INFO : Epoch 1928 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 2443.8 ms [2022-04-08 20:27:41 main:574] : INFO : Epoch 1929 | loss: 0.0311907 | val_loss: 0.0311885 | Time: 2481.27 ms [2022-04-08 20:27:44 main:574] : INFO : Epoch 1930 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 2506.33 ms [2022-04-08 20:27:46 main:574] : INFO : Epoch 1931 | loss: 0.031185 | val_loss: 0.0311858 | Time: 2499.76 ms [2022-04-08 20:27:49 main:574] : INFO : Epoch 1932 | loss: 0.0311848 | val_loss: 0.0311912 | Time: 2498.29 ms [2022-04-08 20:27:51 main:574] : INFO : Epoch 1933 | loss: 0.0311875 | val_loss: 0.0311887 | Time: 2509.38 ms [2022-04-08 20:27:54 main:574] : INFO : Epoch 1934 | loss: 0.031187 | val_loss: 0.0311879 | Time: 2498.6 ms [2022-04-08 20:27:56 main:574] : INFO : Epoch 1935 | loss: 0.0311857 | val_loss: 0.0311857 | Time: 2491.1 ms [2022-04-08 20:27:59 main:574] : INFO : Epoch 1936 | loss: 0.0311838 | val_loss: 0.031184 | Time: 2487.66 ms [2022-04-08 20:28:01 main:574] : INFO : Epoch 1937 | loss: 0.0311927 | val_loss: 0.0312043 | Time: 2498.22 ms [2022-04-08 20:28:04 main:574] : INFO : Epoch 1938 | loss: 0.0311906 | val_loss: 0.0311883 | Time: 2479.35 ms [2022-04-08 20:28:06 main:574] : INFO : Epoch 1939 | loss: 0.0311891 | val_loss: 0.0311857 | Time: 2499.4 ms [2022-04-08 20:28:09 main:574] : INFO : Epoch 1940 | loss: 0.0311866 | val_loss: 0.0311838 | Time: 2501.3 ms [2022-04-08 20:28:11 main:574] : INFO : Epoch 1941 | loss: 0.0311862 | val_loss: 0.031185 | Time: 2497.84 ms [2022-04-08 20:28:14 main:574] : INFO : Epoch 1942 | loss: 0.0311873 | val_loss: 0.0311842 | Time: 2496.19 ms [2022-04-08 20:28:16 main:574] : INFO : Epoch 1943 | loss: 0.0311878 | val_loss: 0.0311851 | Time: 2508 ms [2022-04-08 20:28:19 main:574] : INFO : Epoch 1944 | loss: 0.0311848 | val_loss: 0.0311827 | Time: 2486.68 ms [2022-04-08 20:28:21 main:574] : INFO : Epoch 1945 | loss: 0.0311851 | val_loss: 0.031184 | Time: 2482.02 ms [2022-04-08 20:28:24 main:574] : INFO : Epoch 1946 | loss: 0.031186 | val_loss: 0.0311858 | Time: 2487.62 ms [2022-04-08 20:28:26 main:574] : INFO : Epoch 1947 | loss: 0.0311885 | val_loss: 0.0311901 | Time: 2495.55 ms [2022-04-08 20:28:29 main:574] : INFO : Epoch 1948 | loss: 0.0311866 | val_loss: 0.0311846 | Time: 2493.82 ms [2022-04-08 20:28:31 main:574] : INFO : Epoch 1949 | loss: 0.0311866 | val_loss: 0.0311911 | Time: 2472.36 ms [2022-04-08 20:28:34 main:574] : INFO : Epoch 1950 | loss: 0.0311877 | val_loss: 0.0311835 | Time: 2513.66 ms [2022-04-08 20:28:36 main:574] : INFO : Epoch 1951 | loss: 0.0311862 | val_loss: 0.0311932 | Time: 2483.2 ms [2022-04-08 20:28:39 main:574] : INFO : Epoch 1952 | loss: 0.0311859 | val_loss: 0.0311898 | Time: 2514.06 ms [2022-04-08 20:28:41 main:574] : INFO : Epoch 1953 | loss: 0.0311884 | val_loss: 0.0311863 | Time: 2506.34 ms [2022-04-08 20:28:43 main:574] : INFO : Epoch 1954 | loss: 0.0311843 | val_loss: 0.0311849 | Time: 2463.75 ms [2022-04-08 20:28:46 main:574] : INFO : Epoch 1955 | loss: 0.0311859 | val_loss: 0.0311842 | Time: 2481.92 ms [2022-04-08 20:28:48 main:574] : INFO : Epoch 1956 | loss: 0.0311874 | val_loss: 0.0311958 | Time: 2473.46 ms [2022-04-08 20:28:51 main:574] : INFO : Epoch 1957 | loss: 0.0311912 | val_loss: 0.031198 | Time: 2504.27 ms [2022-04-08 20:28:53 main:574] : INFO : Epoch 1958 | loss: 0.0311868 | val_loss: 0.0311921 | Time: 2502.67 ms [2022-04-08 20:28:56 main:574] : INFO : Epoch 1959 | loss: 0.0311865 | val_loss: 0.0311846 | Time: 2472.18 ms [2022-04-08 20:28:58 main:574] : INFO : Epoch 1960 | loss: 0.031183 | val_loss: 0.0311849 | Time: 2512.46 ms [2022-04-08 20:29:01 main:574] : INFO : Epoch 1961 | loss: 0.0311851 | val_loss: 0.0311868 | Time: 2489.84 ms [2022-04-08 20:29:03 main:574] : INFO : Epoch 1962 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 2493.86 ms [2022-04-08 20:29:06 main:574] : INFO : Epoch 1963 | loss: 0.0311863 | val_loss: 0.0311835 | Time: 2460.68 ms [2022-04-08 20:29:08 main:574] : INFO : Epoch 1964 | loss: 0.0311862 | val_loss: 0.031184 | Time: 2509.43 ms [2022-04-08 20:29:11 main:574] : INFO : Epoch 1965 | loss: 0.0311905 | val_loss: 0.0312025 | Time: 2514.53 ms [2022-04-08 20:29:13 main:574] : INFO : Epoch 1966 | loss: 0.0311892 | val_loss: 0.0311844 | Time: 2479.57 ms [2022-04-08 20:29:16 main:574] : INFO : Epoch 1967 | loss: 0.0311836 | val_loss: 0.0311854 | Time: 2510.69 ms [2022-04-08 20:29:18 main:574] : INFO : Epoch 1968 | loss: 0.0311862 | val_loss: 0.0311853 | Time: 2527.47 ms [2022-04-08 20:29:21 main:574] : INFO : Epoch 1969 | loss: 0.031184 | val_loss: 0.0311845 | Time: 2508.4 ms [2022-04-08 20:29:23 main:574] : INFO : Epoch 1970 | loss: 0.0311839 | val_loss: 0.0311839 | Time: 2502.86 ms [2022-04-08 20:29:26 main:574] : INFO : Epoch 1971 | loss: 0.0311857 | val_loss: 0.0311883 | Time: 2499.52 ms [2022-04-08 20:29:28 main:574] : INFO : Epoch 1972 | loss: 0.031188 | val_loss: 0.0311886 | Time: 2503.31 ms [2022-04-08 20:29:31 main:574] : INFO : Epoch 1973 | loss: 0.0311911 | val_loss: 0.0311985 | Time: 2501.34 ms [2022-04-08 20:29:33 main:574] : INFO : Epoch 1974 | loss: 0.0311881 | val_loss: 0.0311858 | Time: 2505 ms [2022-04-08 20:29:36 main:574] : INFO : Epoch 1975 | loss: 0.0311836 | val_loss: 0.031184 | Time: 2483.94 ms [2022-04-08 20:29:38 main:574] : INFO : Epoch 1976 | loss: 0.0311829 | val_loss: 0.0311858 | Time: 2492.01 ms [2022-04-08 20:29:41 main:574] : INFO : Epoch 1977 | loss: 0.031182 | val_loss: 0.0311861 | Time: 2487.98 ms [2022-04-08 20:29:43 main:574] : INFO : Epoch 1978 | loss: 0.0311844 | val_loss: 0.0311859 | Time: 2474.88 ms [2022-04-08 20:29:46 main:574] : INFO : Epoch 1979 | loss: 0.0311846 | val_loss: 0.0311856 | Time: 2514.18 ms [2022-04-08 20:29:48 main:574] : INFO : Epoch 1980 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 2501.37 ms [2022-04-08 20:29:51 main:574] : INFO : Epoch 1981 | loss: 0.0311833 | val_loss: 0.0311847 | Time: 2493.82 ms [2022-04-08 20:29:53 main:574] : INFO : Epoch 1982 | loss: 0.0311819 | val_loss: 0.0311848 | Time: 2462.94 ms [2022-04-08 20:29:56 main:574] : INFO : Epoch 1983 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 2470.88 ms [2022-04-08 20:29:58 main:574] : INFO : Epoch 1984 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 2453.48 ms [2022-04-08 20:30:01 main:574] : INFO : Epoch 1985 | loss: 0.0311844 | val_loss: 0.0311945 | Time: 2484.24 ms [2022-04-08 20:30:03 main:574] : INFO : Epoch 1986 | loss: 0.0311864 | val_loss: 0.0311866 | Time: 2481.68 ms [2022-04-08 20:30:06 main:574] : INFO : Epoch 1987 | loss: 0.031183 | val_loss: 0.0311908 | Time: 2472.37 ms [2022-04-08 20:30:08 main:574] : INFO : Epoch 1988 | loss: 0.0311859 | val_loss: 0.0311864 | Time: 2484.93 ms [2022-04-08 20:30:11 main:574] : INFO : Epoch 1989 | loss: 0.0311815 | val_loss: 0.0311866 | Time: 2479.72 ms [2022-04-08 20:30:13 main:574] : INFO : Epoch 1990 | loss: 0.0311842 | val_loss: 0.0311886 | Time: 2491.88 ms [2022-04-08 20:30:16 main:574] : INFO : Epoch 1991 | loss: 0.031183 | val_loss: 0.0311838 | Time: 2472.23 ms [2022-04-08 20:30:18 main:574] : INFO : Epoch 1992 | loss: 0.0311826 | val_loss: 0.0311917 | Time: 2491.64 ms [2022-04-08 20:30:21 main:574] : INFO : Epoch 1993 | loss: 0.0311864 | val_loss: 0.0311948 | Time: 2471.69 ms [2022-04-08 20:30:23 main:574] : INFO : Epoch 1994 | loss: 0.0311867 | val_loss: 0.0311957 | Time: 2491.09 ms [2022-04-08 20:30:26 main:574] : INFO : Epoch 1995 | loss: 0.0311846 | val_loss: 0.0311843 | Time: 2467.17 ms [2022-04-08 20:30:28 main:574] : INFO : Epoch 1996 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 2478.38 ms [2022-04-08 20:30:31 main:574] : INFO : Epoch 1997 | loss: 0.0311805 | val_loss: 0.0311936 | Time: 2484.62 ms [2022-04-08 20:30:33 main:574] : INFO : Epoch 1998 | loss: 0.0311835 | val_loss: 0.0311846 | Time: 2475.93 ms [2022-04-08 20:30:36 main:574] : INFO : Epoch 1999 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 2474.62 ms [2022-04-08 20:30:38 main:574] : INFO : Epoch 2000 | loss: 0.031183 | val_loss: 0.031191 | Time: 2500.63 ms [2022-04-08 20:30:41 main:574] : INFO : Epoch 2001 | loss: 0.0311804 | val_loss: 0.0311838 | Time: 2462.49 ms [2022-04-08 20:30:43 main:574] : INFO : Epoch 2002 | loss: 0.0311805 | val_loss: 0.031185 | Time: 2465.88 ms [2022-04-08 20:30:46 main:574] : INFO : Epoch 2003 | loss: 0.0311823 | val_loss: 0.0311855 | Time: 2487.63 ms [2022-04-08 20:30:48 main:574] : INFO : Epoch 2004 | loss: 0.0311806 | val_loss: 0.0311829 | Time: 2464.13 ms [2022-04-08 20:30:50 main:574] : INFO : Epoch 2005 | loss: 0.0311818 | val_loss: 0.0311853 | Time: 2452.09 ms [2022-04-08 20:30:53 main:574] : INFO : Epoch 2006 | loss: 0.0311809 | val_loss: 0.031185 | Time: 2478.06 ms [2022-04-08 20:30:55 main:574] : INFO : Epoch 2007 | loss: 0.0311837 | val_loss: 0.0311837 | Time: 2456.35 ms [2022-04-08 20:30:58 main:574] : INFO : Epoch 2008 | loss: 0.0311812 | val_loss: 0.0311909 | Time: 2510.39 ms [2022-04-08 20:31:00 main:574] : INFO : Epoch 2009 | loss: 0.0311857 | val_loss: 0.0311842 | Time: 2467.77 ms [2022-04-08 20:31:03 main:574] : INFO : Epoch 2010 | loss: 0.0311869 | val_loss: 0.0311873 | Time: 2447.62 ms [2022-04-08 20:31:05 main:574] : INFO : Epoch 2011 | loss: 0.0311882 | val_loss: 0.0311839 | Time: 2473.07 ms [2022-04-08 20:31:08 main:574] : INFO : Epoch 2012 | loss: 0.0311883 | val_loss: 0.0311874 | Time: 2495.45 ms [2022-04-08 20:31:10 main:574] : INFO : Epoch 2013 | loss: 0.0311856 | val_loss: 0.0311854 | Time: 2509.27 ms [2022-04-08 20:31:13 main:574] : INFO : Epoch 2014 | loss: 0.0311842 | val_loss: 0.0311863 | Time: 2457.15 ms [2022-04-08 20:31:15 main:574] : INFO : Epoch 2015 | loss: 0.0311885 | val_loss: 0.0311882 | Time: 2455.35 ms [2022-04-08 20:31:18 main:574] : INFO : Epoch 2016 | loss: 0.0311891 | val_loss: 0.0311869 | Time: 2457.38 ms [2022-04-08 20:31:20 main:574] : INFO : Epoch 2017 | loss: 0.0311878 | val_loss: 0.0311857 | Time: 2462.83 ms [2022-04-08 20:31:23 main:574] : INFO : Epoch 2018 | loss: 0.0311868 | val_loss: 0.0311855 | Time: 2469.43 ms [2022-04-08 20:31:25 main:574] : INFO : Epoch 2019 | loss: 0.0311844 | val_loss: 0.0311871 | Time: 2484.75 ms [2022-04-08 20:31:28 main:574] : INFO : Epoch 2020 | loss: 0.0311853 | val_loss: 0.0311835 | Time: 2478.28 ms [2022-04-08 20:31:30 main:574] : INFO : Epoch 2021 | loss: 0.0311885 | val_loss: 0.0311871 | Time: 2477.51 ms [2022-04-08 20:31:33 main:574] : INFO : Epoch 2022 | loss: 0.0311846 | val_loss: 0.031183 | Time: 2484.98 ms [2022-04-08 20:31:35 main:574] : INFO : Epoch 2023 | loss: 0.0311835 | val_loss: 0.0311886 | Time: 2474.74 ms [2022-04-08 20:31:37 main:574] : INFO : Epoch 2024 | loss: 0.031185 | val_loss: 0.0311849 | Time: 2431.25 ms [2022-04-08 20:31:40 main:574] : INFO : Epoch 2025 | loss: 0.0311845 | val_loss: 0.0311864 | Time: 2464.91 ms [2022-04-08 20:31:42 main:574] : INFO : Epoch 2026 | loss: 0.0311842 | val_loss: 0.031186 | Time: 2445.65 ms [2022-04-08 20:31:45 main:574] : INFO : Epoch 2027 | loss: 0.0311896 | val_loss: 0.0311994 | Time: 2467.62 ms [2022-04-08 20:31:47 main:574] : INFO : Epoch 2028 | loss: 0.0311874 | val_loss: 0.0311855 | Time: 2468.71 ms [2022-04-08 20:31:50 main:574] : INFO : Epoch 2029 | loss: 0.0311842 | val_loss: 0.0311845 | Time: 2437.55 ms [2022-04-08 20:31:52 main:574] : INFO : Epoch 2030 | loss: 0.0311855 | val_loss: 0.0311838 | Time: 2476.13 ms [2022-04-08 20:31:55 main:574] : INFO : Epoch 2031 | loss: 0.0311838 | val_loss: 0.0311852 | Time: 2485.11 ms [2022-04-08 20:31:57 main:574] : INFO : Epoch 2032 | loss: 0.0311826 | val_loss: 0.031191 | Time: 2481.14 ms [2022-04-08 20:32:00 main:574] : INFO : Epoch 2033 | loss: 0.0311851 | val_loss: 0.0311881 | Time: 2436.38 ms [2022-04-08 20:32:02 main:574] : INFO : Epoch 2034 | loss: 0.0311858 | val_loss: 0.0311846 | Time: 2459.2 ms [2022-04-08 20:32:05 main:574] : INFO : Epoch 2035 | loss: 0.0311858 | val_loss: 0.0311855 | Time: 2471.98 ms [2022-04-08 20:32:07 main:574] : INFO : Epoch 2036 | loss: 0.031184 | val_loss: 0.0311882 | Time: 2470.74 ms [2022-04-08 20:32:09 main:574] : INFO : Epoch 2037 | loss: 0.0311844 | val_loss: 0.031195 | Time: 2451.57 ms [2022-04-08 20:32:12 main:574] : INFO : Epoch 2038 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 2443.93 ms [2022-04-08 20:32:14 main:574] : INFO : Epoch 2039 | loss: 0.0311838 | val_loss: 0.031184 | Time: 2461.56 ms [2022-04-08 20:32:17 main:574] : INFO : Epoch 2040 | loss: 0.0311841 | val_loss: 0.031186 | Time: 2472.88 ms [2022-04-08 20:32:19 main:574] : INFO : Epoch 2041 | loss: 0.0311835 | val_loss: 0.031184 | Time: 2511.28 ms [2022-04-08 20:32:22 main:574] : INFO : Epoch 2042 | loss: 0.031183 | val_loss: 0.0311842 | Time: 2465.96 ms [2022-04-08 20:32:24 main:574] : INFO : Epoch 2043 | loss: 0.0311831 | val_loss: 0.0311861 | Time: 2464.58 ms [2022-04-08 20:32:27 main:574] : INFO : Epoch 2044 | loss: 0.0311838 | val_loss: 0.0311989 | Time: 2485.26 ms [2022-04-08 20:32:29 main:574] : INFO : Epoch 2045 | loss: 0.0311825 | val_loss: 0.0311883 | Time: 2477.46 ms [2022-04-08 20:32:32 main:574] : INFO : Epoch 2046 | loss: 0.0311854 | val_loss: 0.0311891 | Time: 2447.81 ms [2022-04-08 20:32:34 main:574] : INFO : Epoch 2047 | loss: 0.0311801 | val_loss: 0.0311879 | Time: 2467.55 ms [2022-04-08 20:32:37 main:574] : INFO : Epoch 2048 | loss: 0.0311833 | val_loss: 0.0311865 | Time: 2473.66 ms [2022-04-08 20:32:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311865 [2022-04-08 20:32:37 main:603] : INFO : Saving end state to config to file [2022-04-08 20:32:37 main:608] : INFO : Success, exiting.. 20:32:37 (9200): 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)