Task 14595959
| Name | ParityModified-1647040683-27640-2-0_3 |
| Workunit | 11093855 |
| Created | 10 Apr 2022, 18:39:45 UTC |
| Sent | 10 Apr 2022, 19:18:58 UTC |
| Report deadline | 18 Apr 2022, 19:18:58 UTC |
| Received | 10 Apr 2022, 22:23:13 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8729 |
| Run time | 1 hours 32 min 4 sec |
| CPU time | 1 hours 19 min 29 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,219.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1539 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 2744.58 ms [2022-04-10 16:59:18 main:574] : INFO : Epoch 1540 | loss: 0.0311943 | val_loss: 0.0311919 | Time: 2739.58 ms [2022-04-10 16:59:21 main:574] : INFO : Epoch 1541 | loss: 0.0311947 | val_loss: 0.0311915 | Time: 2747.91 ms [2022-04-10 16:59:23 main:574] : INFO : Epoch 1542 | loss: 0.0311945 | val_loss: 0.031193 | Time: 2814.53 ms [2022-04-10 16:59:26 main:574] : INFO : Epoch 1543 | loss: 0.031195 | val_loss: 0.0311921 | Time: 2692.6 ms [2022-04-10 16:59:29 main:574] : INFO : Epoch 1544 | loss: 0.0311953 | val_loss: 0.0311962 | Time: 2751.83 ms [2022-04-10 16:59:32 main:574] : INFO : Epoch 1545 | loss: 0.031196 | val_loss: 0.0311947 | Time: 2625.24 ms [2022-04-10 16:59:34 main:574] : INFO : Epoch 1546 | loss: 0.031197 | val_loss: 0.0311975 | Time: 2906.62 ms [2022-04-10 16:59:37 main:574] : INFO : Epoch 1547 | loss: 0.0312091 | val_loss: 0.0312112 | Time: 2838.94 ms [2022-04-10 16:59:40 main:574] : INFO : Epoch 1548 | loss: 0.0314285 | val_loss: 0.0313806 | Time: 2733.5 ms [2022-04-10 16:59:43 main:574] : INFO : Epoch 1549 | loss: 0.0346277 | val_loss: 0.0334836 | Time: 2730.14 ms [2022-04-10 16:59:45 main:574] : INFO : Epoch 1550 | loss: 0.0319404 | val_loss: 0.0318 | Time: 2724.77 ms [2022-04-10 16:59:48 main:574] : INFO : Epoch 1551 | loss: 0.0313721 | val_loss: 0.0312588 | Time: 2639.13 ms [2022-04-10 16:59:51 main:574] : INFO : Epoch 1552 | loss: 0.031223 | val_loss: 0.0312493 | Time: 2656.6 ms [2022-04-10 16:59:53 main:574] : INFO : Epoch 1553 | loss: 0.0312018 | val_loss: 0.0312121 | Time: 2702.47 ms [2022-04-10 16:59:56 main:574] : INFO : Epoch 1554 | loss: 0.0311962 | val_loss: 0.0312014 | Time: 2690.3 ms [2022-04-10 16:59:59 main:574] : INFO : Epoch 1555 | loss: 0.0311961 | val_loss: 0.0312 | Time: 2704.14 ms [2022-04-10 17:00:02 main:574] : INFO : Epoch 1556 | loss: 0.0311952 | val_loss: 0.031201 | Time: 2679.15 ms [2022-04-10 17:00:04 main:574] : INFO : Epoch 1557 | loss: 0.0311949 | val_loss: 0.0312007 | Time: 2660.09 ms [2022-04-10 17:00:07 main:574] : INFO : Epoch 1558 | loss: 0.0311947 | val_loss: 0.0311992 | Time: 2577.54 ms [2022-04-10 17:00:10 main:574] : INFO : Epoch 1559 | loss: 0.0311947 | val_loss: 0.0311995 | Time: 2722.87 ms [2022-04-10 17:00:12 main:574] : INFO : Epoch 1560 | loss: 0.0311959 | val_loss: 0.0311989 | Time: 2767.74 ms [2022-04-10 17:00:15 main:574] : INFO : Epoch 1561 | loss: 0.0311945 | val_loss: 0.0311977 | Time: 2688.38 ms [2022-04-10 17:00:18 main:574] : INFO : Epoch 1562 | loss: 0.0311952 | val_loss: 0.0311989 | Time: 2711.09 ms [2022-04-10 17:00:21 main:574] : INFO : Epoch 1563 | loss: 0.0311957 | val_loss: 0.0311967 | Time: 2734.6 ms [2022-04-10 17:00:23 main:574] : INFO : Epoch 1564 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 2681.49 ms [2022-04-10 17:00:26 main:574] : INFO : Epoch 1565 | loss: 0.0311946 | val_loss: 0.0311972 | Time: 2577.48 ms [2022-04-10 17:00:29 main:574] : INFO : Epoch 1566 | loss: 0.0311948 | val_loss: 0.0311955 | Time: 2693.46 ms [2022-04-10 17:00:31 main:574] : INFO : Epoch 1567 | loss: 0.0311947 | val_loss: 0.0311943 | Time: 2786.31 ms [2022-04-10 17:00:34 main:574] : INFO : Epoch 1568 | loss: 0.0311956 | val_loss: 0.0311967 | Time: 2724.71 ms [2022-04-10 17:00:37 main:574] : INFO : Epoch 1569 | loss: 0.0311944 | val_loss: 0.0311939 | Time: 2653.54 ms [2022-04-10 17:00:39 main:574] : INFO : Epoch 1570 | loss: 0.0311942 | val_loss: 0.0311941 | Time: 2743.97 ms [2022-04-10 17:00:42 main:574] : INFO : Epoch 1571 | loss: 0.0311945 | val_loss: 0.0311934 | Time: 2633.06 ms [2022-04-10 17:00:45 main:574] : INFO : Epoch 1572 | loss: 0.0311943 | val_loss: 0.0311931 | Time: 2645.62 ms [2022-04-10 17:00:47 main:574] : INFO : Epoch 1573 | loss: 0.0311947 | val_loss: 0.0311931 | Time: 2684.61 ms [2022-04-10 17:00:50 main:574] : INFO : Epoch 1574 | loss: 0.0311942 | val_loss: 0.0311929 | Time: 2674.4 ms [2022-04-10 17:00:53 main:574] : INFO : Epoch 1575 | loss: 0.0311942 | val_loss: 0.0311922 | Time: 2707 ms [2022-04-10 17:00:55 main:574] : INFO : Epoch 1576 | loss: 0.0311943 | val_loss: 0.0311916 | Time: 2640.26 ms [2022-04-10 17:00:58 main:574] : INFO : Epoch 1577 | loss: 0.0311941 | val_loss: 0.0311929 | Time: 2712.56 ms [2022-04-10 17:01:01 main:574] : INFO : Epoch 1578 | loss: 0.0311951 | val_loss: 0.0311915 | Time: 2878.47 ms [2022-04-10 17:01:04 main:574] : INFO : Epoch 1579 | loss: 0.0311948 | val_loss: 0.0311938 | Time: 2775.73 ms [2022-04-10 17:01:07 main:574] : INFO : Epoch 1580 | loss: 0.031195 | val_loss: 0.0311932 | Time: 2681.13 ms [2022-04-10 17:01:09 main:574] : INFO : Epoch 1581 | loss: 0.031195 | val_loss: 0.0311939 | Time: 2687.57 ms [2022-04-10 17:01:12 main:574] : INFO : Epoch 1582 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 2727.43 ms [2022-04-10 17:01:15 main:574] : INFO : Epoch 1583 | loss: 0.0311941 | val_loss: 0.0311915 | Time: 2706.05 ms [2022-04-10 17:01:17 main:574] : INFO : Epoch 1584 | loss: 0.0311943 | val_loss: 0.0311914 | Time: 2678.95 ms [2022-04-10 17:01:20 main:574] : INFO : Epoch 1585 | loss: 0.0311956 | val_loss: 0.0311923 | Time: 2683.68 ms [2022-04-10 17:01:23 main:574] : INFO : Epoch 1586 | loss: 0.0311973 | val_loss: 0.0311919 | Time: 2689.28 ms [2022-04-10 17:01:25 main:574] : INFO : Epoch 1587 | loss: 0.0311953 | val_loss: 0.0311913 | Time: 2719 ms [2022-04-10 17:01:28 main:574] : INFO : Epoch 1588 | loss: 0.0311946 | val_loss: 0.0311928 | Time: 2714.19 ms [2022-04-10 17:01:31 main:574] : INFO : Epoch 1589 | loss: 0.0311946 | val_loss: 0.0311913 | Time: 2736.78 ms [2022-04-10 17:01:34 main:574] : INFO : Epoch 1590 | loss: 0.0311945 | val_loss: 0.0311916 | Time: 2683.43 ms [2022-04-10 17:01:36 main:574] : INFO : Epoch 1591 | loss: 0.0311951 | val_loss: 0.0311914 | Time: 2777.33 ms [2022-04-10 17:01:39 main:574] : INFO : Epoch 1592 | loss: 0.0311949 | val_loss: 0.031193 | Time: 2644.26 ms [2022-04-10 17:01:42 main:574] : INFO : Epoch 1593 | loss: 0.0311956 | val_loss: 0.0311915 | Time: 3244.22 ms [2022-04-10 17:01:45 main:574] : INFO : Epoch 1594 | loss: 0.0311946 | val_loss: 0.0311914 | Time: 2678.04 ms [2022-04-10 17:01:48 main:574] : INFO : Epoch 1595 | loss: 0.0311949 | val_loss: 0.0311928 | Time: 2695.88 ms [2022-04-10 17:01:50 main:574] : INFO : Epoch 1596 | loss: 0.0311949 | val_loss: 0.0311923 | Time: 2704.61 ms [2022-04-10 17:01:53 main:574] : INFO : Epoch 1597 | loss: 0.031195 | val_loss: 0.0311915 | Time: 2765.81 ms [2022-04-10 17:01:56 main:574] : INFO : Epoch 1598 | loss: 0.0311939 | val_loss: 0.0311925 | Time: 2836.08 ms [2022-04-10 17:01:59 main:574] : INFO : Epoch 1599 | loss: 0.0311943 | val_loss: 0.0311919 | Time: 2802.6 ms [2022-04-10 17:02:02 main:574] : INFO : Epoch 1600 | loss: 0.0311943 | val_loss: 0.0311914 | Time: 2804.85 ms [2022-04-10 17:02:04 main:574] : INFO : Epoch 1601 | loss: 0.0311941 | val_loss: 0.0311916 | Time: 2595.6 ms [2022-04-10 17:02:07 main:574] : INFO : Epoch 1602 | loss: 0.0311944 | val_loss: 0.0311915 | Time: 2670.21 ms [2022-04-10 17:02:09 main:574] : INFO : Epoch 1603 | loss: 0.0311941 | val_loss: 0.0311915 | Time: 2577.37 ms [2022-04-10 17:02:12 main:574] : INFO : Epoch 1604 | loss: 0.0311941 | val_loss: 0.0311923 | Time: 2646.07 ms [2022-04-10 17:02:15 main:574] : INFO : Epoch 1605 | loss: 0.0311943 | val_loss: 0.0311938 | Time: 2689.67 ms [2022-04-10 17:02:17 main:574] : INFO : Epoch 1606 | loss: 0.031195 | val_loss: 0.031194 | Time: 2692.86 ms [2022-04-10 17:02:20 main:574] : INFO : Epoch 1607 | loss: 0.0311952 | val_loss: 0.0311951 | Time: 2630.52 ms [2022-04-10 17:02:23 main:574] : INFO : Epoch 1608 | loss: 0.0311953 | val_loss: 0.0311917 | Time: 2628.88 ms [2022-04-10 17:02:25 main:574] : INFO : Epoch 1609 | loss: 0.0311943 | val_loss: 0.0311919 | Time: 2623.51 ms [2022-04-10 17:02:28 main:574] : INFO : Epoch 1610 | loss: 0.0311942 | val_loss: 0.0311918 | Time: 2710.5 ms [2022-04-10 17:02:31 main:574] : INFO : Epoch 1611 | loss: 0.0311942 | val_loss: 0.0311927 | Time: 2617.57 ms [2022-04-10 17:02:33 main:574] : INFO : Epoch 1612 | loss: 0.0311948 | val_loss: 0.0311923 | Time: 2625.92 ms [2022-04-10 17:02:36 main:574] : INFO : Epoch 1613 | loss: 0.0311942 | val_loss: 0.0311919 | Time: 2692.11 ms [2022-04-10 17:02:39 main:574] : INFO : Epoch 1614 | loss: 0.0311947 | val_loss: 0.0311918 | Time: 2786.24 ms [2022-04-10 17:02:42 main:574] : INFO : Epoch 1615 | loss: 0.0311943 | val_loss: 0.0311919 | Time: 2668.05 ms [2022-04-10 17:02:44 main:574] : INFO : Epoch 1616 | loss: 0.0311951 | val_loss: 0.031194 | Time: 2753.66 ms [2022-04-10 17:02:47 main:574] : INFO : Epoch 1617 | loss: 0.0311963 | val_loss: 0.0311933 | Time: 2636.25 ms [2022-04-10 17:02:50 main:574] : INFO : Epoch 1618 | loss: 0.0311955 | val_loss: 0.0311938 | Time: 2630.83 ms [2022-04-10 17:02:52 main:574] : INFO : Epoch 1619 | loss: 0.0311956 | val_loss: 0.0311926 | Time: 2697.25 ms [2022-04-10 17:02:55 main:574] : INFO : Epoch 1620 | loss: 0.0311947 | val_loss: 0.0311922 | Time: 2650.79 ms [2022-04-10 17:02:58 main:574] : INFO : Epoch 1621 | loss: 0.0311947 | val_loss: 0.0311915 | Time: 2671.08 ms [2022-04-10 17:03:00 main:574] : INFO : Epoch 1622 | loss: 0.0311942 | val_loss: 0.0311914 | Time: 2714.26 ms [2022-04-10 17:03:03 main:574] : INFO : Epoch 1623 | loss: 0.0311947 | val_loss: 0.0311917 | Time: 2771.65 ms [2022-04-10 17:03:06 main:574] : INFO : Epoch 1624 | loss: 0.0311943 | val_loss: 0.031192 | Time: 2617.62 ms [2022-04-10 17:03:08 main:574] : INFO : Epoch 1625 | loss: 0.0311942 | val_loss: 0.0311915 | Time: 2713.85 ms [2022-04-10 17:03:11 main:574] : INFO : Epoch 1626 | loss: 0.031194 | val_loss: 0.0311925 | Time: 2553.61 ms [2022-04-10 17:03:14 main:574] : INFO : Epoch 1627 | loss: 0.0311948 | val_loss: 0.0311925 | Time: 2674.11 ms [2022-04-10 17:03:16 main:574] : INFO : Epoch 1628 | loss: 0.0311948 | val_loss: 0.0311935 | Time: 2684.92 ms [2022-04-10 17:03:19 main:574] : INFO : Epoch 1629 | loss: 0.0311947 | val_loss: 0.0311917 | Time: 2672.86 ms [2022-04-10 17:03:22 main:574] : INFO : Epoch 1630 | loss: 0.0311949 | val_loss: 0.0311916 | Time: 2691.44 ms [2022-04-10 17:03:25 main:574] : INFO : Epoch 1631 | loss: 0.0311942 | val_loss: 0.0311914 | Time: 2770.31 ms [2022-04-10 17:03:27 main:574] : INFO : Epoch 1632 | loss: 0.0311942 | val_loss: 0.031192 | Time: 2597.45 ms [2022-04-10 17:03:30 main:574] : INFO : Epoch 1633 | loss: 0.0311944 | val_loss: 0.0311913 | Time: 2742.03 ms [2022-04-10 17:03:33 main:574] : INFO : Epoch 1634 | loss: 0.031194 | val_loss: 0.0311912 | Time: 2745.61 ms [2022-04-10 17:03:35 main:574] : INFO : Epoch 1635 | loss: 0.0311939 | val_loss: 0.0311925 | Time: 2653.62 ms [2022-04-10 17:03:38 main:574] : INFO : Epoch 1636 | loss: 0.0311946 | val_loss: 0.0311913 | Time: 2740.78 ms [2022-04-10 17:03:41 main:574] : INFO : Epoch 1637 | loss: 0.0311944 | val_loss: 0.0311922 | Time: 2840.2 ms [2022-04-10 17:03:44 main:574] : INFO : Epoch 1638 | loss: 0.0311942 | val_loss: 0.0311914 | Time: 2685.13 ms [2022-04-10 17:03:46 main:574] : INFO : Epoch 1639 | loss: 0.031194 | val_loss: 0.0311918 | Time: 2745.6 ms [2022-04-10 17:03:49 main:574] : INFO : Epoch 1640 | loss: 0.0311953 | val_loss: 0.0311942 | Time: 2612.55 ms [2022-04-10 17:03:52 main:574] : INFO : Epoch 1641 | loss: 0.0311949 | val_loss: 0.0311916 | Time: 2634.35 ms [2022-04-10 17:03:54 main:574] : INFO : Epoch 1642 | loss: 0.0311943 | val_loss: 0.0311937 | Time: 2705.02 ms [2022-04-10 17:03:57 main:574] : INFO : Epoch 1643 | loss: 0.0311953 | val_loss: 0.0311916 | Time: 2767.37 ms [2022-04-10 17:04:00 main:574] : INFO : Epoch 1644 | loss: 0.0311952 | val_loss: 0.0311913 | Time: 2713.3 ms [2022-04-10 17:04:02 main:574] : INFO : Epoch 1645 | loss: 0.0311945 | val_loss: 0.0311922 | Time: 2694.63 ms [2022-04-10 17:04:05 main:574] : INFO : Epoch 1646 | loss: 0.0311943 | val_loss: 0.0311916 | Time: 2775.25 ms [2022-04-10 17:04:08 main:574] : INFO : Epoch 1647 | loss: 0.0311949 | val_loss: 0.0311915 | Time: 2790.15 ms [2022-04-10 17:04:11 main:574] : INFO : Epoch 1648 | loss: 0.0311938 | val_loss: 0.0311915 | Time: 2691.43 ms [2022-04-10 17:04:13 main:574] : INFO : Epoch 1649 | loss: 0.0311948 | val_loss: 0.0311915 | Time: 2723.17 ms [2022-04-10 17:04:16 main:574] : INFO : Epoch 1650 | loss: 0.0311956 | val_loss: 0.0311934 | Time: 2702.78 ms [2022-04-10 17:04:19 main:574] : INFO : Epoch 1651 | loss: 0.0311949 | val_loss: 0.031193 | Time: 2616.65 ms [2022-04-10 17:04:21 main:574] : INFO : Epoch 1652 | loss: 0.0311948 | val_loss: 0.031192 | Time: 2614.82 ms [2022-04-10 17:04:24 main:574] : INFO : Epoch 1653 | loss: 0.031194 | val_loss: 0.0311914 | Time: 2705.41 ms [2022-04-10 17:04:27 main:574] : INFO : Epoch 1654 | loss: 0.0311943 | val_loss: 0.0311914 | Time: 2637.18 ms [2022-04-10 17:04:29 main:574] : INFO : Epoch 1655 | loss: 0.0311941 | val_loss: 0.0311915 | Time: 2585 ms [2022-04-10 17:04:32 main:574] : INFO : Epoch 1656 | loss: 0.0311938 | val_loss: 0.0311914 | Time: 2693.33 ms [2022-04-10 17:04:35 main:574] : INFO : Epoch 1657 | loss: 0.0311939 | val_loss: 0.0311913 | Time: 2623.86 ms [2022-04-10 17:04:37 main:574] : INFO : Epoch 1658 | loss: 0.0311938 | val_loss: 0.0311916 | Time: 2739.58 ms [2022-04-10 17:04:40 main:574] : INFO : Epoch 1659 | loss: 0.0311946 | val_loss: 0.0311928 | Time: 2684.12 ms [2022-04-10 17:04:43 main:574] : INFO : Epoch 1660 | loss: 0.031195 | val_loss: 0.0311919 | Time: 2582.66 ms [2022-04-10 17:04:45 main:574] : INFO : Epoch 1661 | loss: 0.0311946 | val_loss: 0.0311929 | Time: 2728.92 ms [2022-04-10 17:04:48 main:574] : INFO : Epoch 1662 | loss: 0.0311946 | val_loss: 0.0311921 | Time: 2648.48 ms [2022-04-10 17:04:51 main:574] : INFO : Epoch 1663 | loss: 0.0311959 | val_loss: 0.0311926 | Time: 2701.42 ms [2022-04-10 17:04:54 main:574] : INFO : Epoch 1664 | loss: 0.0311947 | val_loss: 0.0311914 | Time: 2841.73 ms [2022-04-10 17:04:56 main:574] : INFO : Epoch 1665 | loss: 0.0311952 | val_loss: 0.0311919 | Time: 2694.79 ms [2022-04-10 17:04:59 main:574] : INFO : Epoch 1666 | loss: 0.0311951 | val_loss: 0.031193 | Time: 2647.65 ms [2022-04-10 17:05:02 main:574] : INFO : Epoch 1667 | loss: 0.0311948 | val_loss: 0.0311918 | Time: 2723.84 ms [2022-04-10 17:05:04 main:574] : INFO : Epoch 1668 | loss: 0.0311941 | val_loss: 0.0311917 | Time: 2695.33 ms [2022-04-10 17:05:07 main:574] : INFO : Epoch 1669 | loss: 0.0311941 | val_loss: 0.0311915 | Time: 2726.84 ms [2022-04-10 17:05:10 main:574] : INFO : Epoch 1670 | loss: 0.0311946 | val_loss: 0.0311917 | Time: 2733.96 ms [2022-04-10 17:05:13 main:574] : INFO : Epoch 1671 | loss: 0.0311941 | val_loss: 0.0311976 | Time: 2796.21 ms [2022-04-10 17:05:15 main:574] : INFO : Epoch 1672 | loss: 0.031196 | val_loss: 0.0311956 | Time: 2617.81 ms [2022-04-10 17:05:18 main:574] : INFO : Epoch 1673 | loss: 0.0311939 | val_loss: 0.0311913 | Time: 2734.61 ms [2022-04-10 17:05:21 main:574] : INFO : Epoch 1674 | loss: 0.031194 | val_loss: 0.0311911 | Time: 2748.49 ms [2022-04-10 17:05:23 main:574] : INFO : Epoch 1675 | loss: 0.031194 | val_loss: 0.0311918 | Time: 2573.33 ms [2022-04-10 17:05:26 main:574] : INFO : Epoch 1676 | loss: 0.0311944 | val_loss: 0.0311922 | Time: 2816.93 ms [2022-04-10 17:05:29 main:574] : INFO : Epoch 1677 | loss: 0.0311939 | val_loss: 0.0311911 | Time: 2760.23 ms [2022-04-10 17:05:32 main:574] : INFO : Epoch 1678 | loss: 0.0311939 | val_loss: 0.0311913 | Time: 2741.76 ms [2022-04-10 17:05:34 main:574] : INFO : Epoch 1679 | loss: 0.0311939 | val_loss: 0.0311925 | Time: 2662.47 ms [2022-04-10 17:05:37 main:574] : INFO : Epoch 1680 | loss: 0.0311946 | val_loss: 0.0311921 | Time: 2740.09 ms [2022-04-10 17:05:40 main:574] : INFO : Epoch 1681 | loss: 0.0311942 | val_loss: 0.0311962 | Time: 2708.21 ms [2022-04-10 17:05:42 main:574] : INFO : Epoch 1682 | loss: 0.0311944 | val_loss: 0.0312044 | Time: 2670.06 ms [2022-04-10 17:05:45 main:574] : INFO : Epoch 1683 | loss: 0.0311946 | val_loss: 0.0311947 | Time: 2773.84 ms [2022-04-10 17:05:48 main:574] : INFO : Epoch 1684 | loss: 0.0311939 | val_loss: 0.0312041 | Time: 2671.39 ms [2022-04-10 17:05:51 main:574] : INFO : Epoch 1685 | loss: 0.0311944 | val_loss: 0.0312054 | Time: 2690.02 ms [2022-04-10 17:05:53 main:574] : INFO : Epoch 1686 | loss: 0.0311941 | val_loss: 0.031206 | Time: 2652.66 ms [2022-04-10 17:05:56 main:574] : INFO : Epoch 1687 | loss: 0.0311947 | val_loss: 0.0311936 | Time: 2669.77 ms [2022-04-10 17:05:59 main:574] : INFO : Epoch 1688 | loss: 0.0311947 | val_loss: 0.0311915 | Time: 2638.59 ms [2022-04-10 17:06:01 main:574] : INFO : Epoch 1689 | loss: 0.0311952 | val_loss: 0.0311945 | Time: 2602.82 ms [2022-04-10 17:06:04 main:574] : INFO : Epoch 1690 | loss: 0.0311944 | val_loss: 0.0311915 | Time: 2737.13 ms [2022-04-10 17:06:07 main:574] : INFO : Epoch 1691 | loss: 0.0311941 | val_loss: 0.0311918 | Time: 2680.09 ms [2022-04-10 17:06:09 main:574] : INFO : Epoch 1692 | loss: 0.0311939 | val_loss: 0.0312085 | Time: 2725.68 ms [2022-04-10 17:06:12 main:574] : INFO : Epoch 1693 | loss: 0.0311942 | val_loss: 0.0311914 | Time: 2695.76 ms [2022-04-10 17:06:15 main:574] : INFO : Epoch 1694 | loss: 0.0311941 | val_loss: 0.0311932 | Time: 2702.87 ms [2022-04-10 17:06:17 main:574] : INFO : Epoch 1695 | loss: 0.0311968 | val_loss: 0.0311912 | Time: 2714.28 ms [2022-04-10 17:06:20 main:574] : INFO : Epoch 1696 | loss: 0.0311969 | val_loss: 0.0311913 | Time: 2768.24 ms [2022-04-10 17:06:23 main:574] : INFO : Epoch 1697 | loss: 0.0311942 | val_loss: 0.0311912 | Time: 2812.58 ms [2022-04-10 17:06:26 main:574] : INFO : Epoch 1698 | loss: 0.031194 | val_loss: 0.0311925 | Time: 2638.03 ms [2022-04-10 17:06:28 main:574] : INFO : Epoch 1699 | loss: 0.0311938 | val_loss: 0.031191 | Time: 2696.33 ms [2022-04-10 17:06:31 main:574] : INFO : Epoch 1700 | loss: 0.0311941 | val_loss: 0.0311923 | Time: 2691.47 ms [2022-04-10 17:06:34 main:574] : INFO : Epoch 1701 | loss: 0.0311944 | val_loss: 0.0311918 | Time: 2684.98 ms [2022-04-10 17:06:36 main:574] : INFO : Epoch 1702 | loss: 0.0311954 | val_loss: 0.0311924 | Time: 2698.43 ms [2022-04-10 17:06:39 main:574] : INFO : Epoch 1703 | loss: 0.0311941 | val_loss: 0.0311911 | Time: 2644.52 ms [2022-04-10 17:06:42 main:574] : INFO : Epoch 1704 | loss: 0.0311939 | val_loss: 0.031191 | Time: 2624.61 ms [2022-04-10 17:06:44 main:574] : INFO : Epoch 1705 | loss: 0.0311941 | val_loss: 0.0311934 | Time: 2668.81 ms [2022-04-10 17:06:47 main:574] : INFO : Epoch 1706 | loss: 0.0311949 | val_loss: 0.0311922 | Time: 2695.01 ms [2022-04-10 17:06:50 main:574] : INFO : Epoch 1707 | loss: 0.0311947 | val_loss: 0.0311922 | Time: 2691.65 ms [2022-04-10 17:06:52 main:574] : INFO : Epoch 1708 | loss: 0.031194 | val_loss: 0.0311909 | Time: 2644.35 ms [2022-04-10 17:06:55 main:574] : INFO : Epoch 1709 | loss: 0.0311937 | val_loss: 0.031191 | Time: 2660.61 ms [2022-04-10 17:06:58 main:574] : INFO : Epoch 1710 | loss: 0.0311938 | val_loss: 0.0311913 | Time: 2708.65 ms [2022-04-10 17:07:01 main:574] : INFO : Epoch 1711 | loss: 0.0311943 | val_loss: 0.0311909 | Time: 2747.47 ms [2022-04-10 17:07:03 main:574] : INFO : Epoch 1712 | loss: 0.0311938 | val_loss: 0.031191 | Time: 2755.37 ms [2022-04-10 17:07:06 main:574] : INFO : Epoch 1713 | loss: 0.0311939 | val_loss: 0.0311913 | Time: 2675 ms [2022-04-10 17:07:09 main:574] : INFO : Epoch 1714 | loss: 0.0311946 | val_loss: 0.0311912 | Time: 2689.47 ms [2022-04-10 17:07:11 main:574] : INFO : Epoch 1715 | loss: 0.0311937 | val_loss: 0.0311912 | Time: 2701.04 ms [2022-04-10 17:07:14 main:574] : INFO : Epoch 1716 | loss: 0.0311937 | val_loss: 0.0311914 | Time: 2770.78 ms [2022-04-10 17:07:17 main:574] : INFO : Epoch 1717 | loss: 0.0311942 | val_loss: 0.0311921 | Time: 2610.11 ms [2022-04-10 17:07:19 main:574] : INFO : Epoch 1718 | loss: 0.0311945 | val_loss: 0.0311943 | Time: 2599.24 ms [2022-04-10 17:07:22 main:574] : INFO : Epoch 1719 | loss: 0.0311941 | val_loss: 0.0311909 | Time: 2698.79 ms [2022-04-10 17:07:25 main:574] : INFO : Epoch 1720 | loss: 0.0311947 | val_loss: 0.0311933 | Time: 2636.47 ms [2022-04-10 17:07:27 main:574] : INFO : Epoch 1721 | loss: 0.0311947 | val_loss: 0.0311908 | Time: 2602.29 ms [2022-04-10 17:07:30 main:574] : INFO : Epoch 1722 | loss: 0.0311939 | val_loss: 0.0311909 | Time: 2594.82 ms [2022-04-10 17:07:33 main:574] : INFO : Epoch 1723 | loss: 0.0311944 | val_loss: 0.0311926 | Time: 2664.75 ms [2022-04-10 17:07:35 main:574] : INFO : Epoch 1724 | loss: 0.0311941 | val_loss: 0.0311909 | Time: 2763.45 ms [2022-04-10 17:07:38 main:574] : INFO : Epoch 1725 | loss: 0.0311938 | val_loss: 0.0311907 | Time: 2684.79 ms [2022-04-10 17:07:41 main:574] : INFO : Epoch 1726 | loss: 0.0311952 | val_loss: 0.031191 | Time: 2780.85 ms [2022-04-10 17:07:44 main:574] : INFO : Epoch 1727 | loss: 0.0311949 | val_loss: 0.031191 | Time: 2795.02 ms [2022-04-10 17:07:46 main:574] : INFO : Epoch 1728 | loss: 0.0311939 | val_loss: 0.0311913 | Time: 2654.7 ms [2022-04-10 17:07:49 main:574] : INFO : Epoch 1729 | loss: 0.0311938 | val_loss: 0.0311912 | Time: 2740.91 ms [2022-04-10 17:07:52 main:574] : INFO : Epoch 1730 | loss: 0.0311954 | val_loss: 0.0311939 | Time: 2695.98 ms [2022-04-10 17:07:54 main:574] : INFO : Epoch 1731 | loss: 0.0311952 | val_loss: 0.0311909 | Time: 2676.02 ms [2022-04-10 17:07:57 main:574] : INFO : Epoch 1732 | loss: 0.0311939 | val_loss: 0.0311909 | Time: 2694.96 ms [2022-04-10 17:08:00 main:574] : INFO : Epoch 1733 | loss: 0.0311942 | val_loss: 0.0311913 | Time: 2730.06 ms [2022-04-10 17:08:03 main:574] : INFO : Epoch 1734 | loss: 0.0311951 | val_loss: 0.031191 | Time: 2635.96 ms [2022-04-10 17:08:05 main:574] : INFO : Epoch 1735 | loss: 0.0311967 | val_loss: 0.0311947 | Time: 2638.77 ms [2022-04-10 17:08:08 main:574] : INFO : Epoch 1736 | loss: 0.0311964 | val_loss: 0.0311961 | Time: 2755.05 ms [2022-04-10 17:08:11 main:574] : INFO : Epoch 1737 | loss: 0.0311949 | val_loss: 0.0311908 | Time: 2639.77 ms [2022-04-10 17:08:13 main:574] : INFO : Epoch 1738 | loss: 0.0311936 | val_loss: 0.031192 | Time: 2760.22 ms [2022-04-10 17:08:16 main:574] : INFO : Epoch 1739 | loss: 0.031194 | val_loss: 0.0311908 | Time: 2660.73 ms [2022-04-10 17:08:19 main:574] : INFO : Epoch 1740 | loss: 0.0311947 | val_loss: 0.0311919 | Time: 2588.7 ms [2022-04-10 17:08:21 main:574] : INFO : Epoch 1741 | loss: 0.0311942 | val_loss: 0.0311923 | Time: 2659.6 ms [2022-04-10 17:08:24 main:574] : INFO : Epoch 1742 | loss: 0.0311937 | val_loss: 0.0311908 | Time: 2758.72 ms [2022-04-10 17:08:27 main:574] : INFO : Epoch 1743 | loss: 0.0311938 | val_loss: 0.0311907 | Time: 2624.61 ms [2022-04-10 17:08:29 main:574] : INFO : Epoch 1744 | loss: 0.0311942 | val_loss: 0.0311918 | Time: 2576.57 ms [2022-04-10 17:08:32 main:574] : INFO : Epoch 1745 | loss: 0.0311951 | val_loss: 0.0312008 | Time: 2763.27 ms [2022-04-10 17:08:35 main:574] : INFO : Epoch 1746 | loss: 0.0311969 | val_loss: 0.0311934 | Time: 2712.57 ms [2022-04-10 17:08:37 main:574] : INFO : Epoch 1747 | loss: 0.0311939 | val_loss: 0.0311911 | Time: 2716.77 ms [2022-04-10 17:08:40 main:574] : INFO : Epoch 1748 | loss: 0.0311938 | val_loss: 0.031191 | Time: 2610.64 ms [2022-04-10 17:08:43 main:574] : INFO : Epoch 1749 | loss: 0.031194 | val_loss: 0.0311918 | Time: 2697.33 ms [2022-04-10 17:08:45 main:574] : INFO : Epoch 1750 | loss: 0.0311939 | val_loss: 0.0311935 | Time: 2636.36 ms [2022-04-10 17:08:48 main:574] : INFO : Epoch 1751 | loss: 0.0311939 | val_loss: 0.031191 | Time: 2756.16 ms [2022-04-10 17:08:51 main:574] : INFO : Epoch 1752 | loss: 0.0311936 | val_loss: 0.0311909 | Time: 2683.64 ms [2022-04-10 17:08:53 main:574] : INFO : Epoch 1753 | loss: 0.0311937 | val_loss: 0.0311904 | Time: 2615.32 ms [2022-04-10 17:08:56 main:574] : INFO : Epoch 1754 | loss: 0.0311942 | val_loss: 0.0311917 | Time: 2719.48 ms [2022-04-10 17:08:59 main:574] : INFO : Epoch 1755 | loss: 0.0311938 | val_loss: 0.0311907 | Time: 2654.29 ms [2022-04-10 17:09:01 main:574] : INFO : Epoch 1756 | loss: 0.0311936 | val_loss: 0.0311913 | Time: 2662.88 ms [2022-04-10 17:09:04 main:574] : INFO : Epoch 1757 | loss: 0.0311939 | val_loss: 0.0311935 | Time: 2723.36 ms [2022-04-10 17:09:07 main:574] : INFO : Epoch 1758 | loss: 0.0311941 | val_loss: 0.0311922 | Time: 2692.1 ms [2022-04-10 17:09:10 main:574] : INFO : Epoch 1759 | loss: 0.0311948 | val_loss: 0.0311907 | Time: 2668.78 ms [2022-04-10 17:09:12 main:574] : INFO : Epoch 1760 | loss: 0.031194 | val_loss: 0.0311912 | Time: 2740.36 ms [2022-04-10 17:09:15 main:574] : INFO : Epoch 1761 | loss: 0.0311943 | val_loss: 0.0312028 | Time: 2711.55 ms [2022-04-10 17:09:18 main:574] : INFO : Epoch 1762 | loss: 0.0311945 | val_loss: 0.0311906 | Time: 2709.84 ms [2022-04-10 17:09:21 main:574] : INFO : Epoch 1763 | loss: 0.0311935 | val_loss: 0.0311959 | Time: 2821.44 ms [2022-04-10 17:09:23 main:574] : INFO : Epoch 1764 | loss: 0.0311938 | val_loss: 0.0312109 | Time: 2742.43 ms [2022-04-10 17:09:26 main:574] : INFO : Epoch 1765 | loss: 0.0311933 | val_loss: 0.0312132 | Time: 2644.7 ms [2022-04-10 17:09:29 main:574] : INFO : Epoch 1766 | loss: 0.0311943 | val_loss: 0.0312164 | Time: 2657.35 ms [2022-04-10 17:09:31 main:574] : INFO : Epoch 1767 | loss: 0.0311945 | val_loss: 0.031214 | Time: 2711.5 ms [2022-04-10 17:09:34 main:574] : INFO : Epoch 1768 | loss: 0.0311941 | val_loss: 0.0312184 | Time: 2734.73 ms [2022-04-10 17:09:37 main:574] : INFO : Epoch 1769 | loss: 0.0311945 | val_loss: 0.031218 | Time: 2623.46 ms [2022-04-10 17:09:39 main:574] : INFO : Epoch 1770 | loss: 0.0311937 | val_loss: 0.0312149 | Time: 2754.14 ms [2022-04-10 17:09:42 main:574] : INFO : Epoch 1771 | loss: 0.0311936 | val_loss: 0.0312182 | Time: 2707.26 ms [2022-04-10 17:09:45 main:574] : INFO : Epoch 1772 | loss: 0.0311944 | val_loss: 0.0312129 | Time: 2587.79 ms [2022-04-10 17:09:47 main:574] : INFO : Epoch 1773 | loss: 0.0311947 | val_loss: 0.0312029 | Time: 2661.36 ms [2022-04-10 17:09:50 main:574] : INFO : Epoch 1774 | loss: 0.0312173 | val_loss: 0.0312416 | Time: 2710.31 ms [2022-04-10 17:09:53 main:574] : INFO : Epoch 1775 | loss: 0.0311986 | val_loss: 0.0312129 | Time: 2724.35 ms [2022-04-10 17:09:56 main:574] : INFO : Epoch 1776 | loss: 0.0311961 | val_loss: 0.0312026 | Time: 2857.49 ms [2022-04-10 17:09:58 main:574] : INFO : Epoch 1777 | loss: 0.0311952 | val_loss: 0.0311955 | Time: 2750.4 ms [2022-04-10 17:10:01 main:574] : INFO : Epoch 1778 | loss: 0.0311962 | val_loss: 0.0312305 | Time: 2718.85 ms [2022-04-10 17:10:04 main:574] : INFO : Epoch 1779 | loss: 0.031198 | val_loss: 0.0312376 | Time: 2767.3 ms [2022-04-10 17:10:07 main:574] : INFO : Epoch 1780 | loss: 0.0311957 | val_loss: 0.0312953 | Time: 2662.22 ms [2022-04-10 17:10:10 main:574] : INFO : Epoch 1781 | loss: 0.0311954 | val_loss: 0.0312941 | Time: 3173.85 ms [2022-04-10 17:10:14 main:574] : INFO : Epoch 1782 | loss: 0.031197 | val_loss: 0.0312443 | Time: 4011.57 ms [2022-04-10 17:10:17 main:574] : INFO : Epoch 1783 | loss: 0.0311959 | val_loss: 0.031241 | Time: 2823.7 ms [2022-04-10 17:10:19 main:574] : INFO : Epoch 1784 | loss: 0.0311944 | val_loss: 0.0312412 | Time: 2744.61 ms [2022-04-10 17:10:22 main:574] : INFO : Epoch 1785 | loss: 0.0311949 | val_loss: 0.031247 | Time: 2760.18 ms [2022-04-10 17:10:25 main:574] : INFO : Epoch 1786 | loss: 0.0311965 | val_loss: 0.0312375 | Time: 2706.48 ms [2022-04-10 17:10:28 main:574] : INFO : Epoch 1787 | loss: 0.0311958 | val_loss: 0.0312455 | Time: 2689.52 ms [2022-04-10 17:10:30 main:574] : INFO : Epoch 1788 | loss: 0.0311953 | val_loss: 0.0312453 | Time: 2560.33 ms [2022-04-10 17:10:33 main:574] : INFO : Epoch 1789 | loss: 0.0311959 | val_loss: 0.0312415 | Time: 2735.91 ms [2022-04-10 17:10:36 main:574] : INFO : Epoch 1790 | loss: 0.0311946 | val_loss: 0.0312401 | Time: 2702.62 ms [2022-04-10 17:10:38 main:574] : INFO : Epoch 1791 | loss: 0.0311973 | val_loss: 0.0312412 | Time: 2696.63 ms [2022-04-10 17:10:41 main:574] : INFO : Epoch 1792 | loss: 0.0311967 | val_loss: 0.0312465 | Time: 2682.92 ms [2022-04-10 17:10:44 main:574] : INFO : Epoch 1793 | loss: 0.0311948 | val_loss: 0.031243 | Time: 2548.67 ms [2022-04-10 17:10:46 main:574] : INFO : Epoch 1794 | loss: 0.0311949 | val_loss: 0.0312419 | Time: 2665.1 ms [2022-04-10 17:10:49 main:574] : INFO : Epoch 1795 | loss: 0.0311959 | val_loss: 0.0312411 | Time: 2735.06 ms [2022-04-10 17:10:52 main:574] : INFO : Epoch 1796 | loss: 0.0311953 | val_loss: 0.0312413 | Time: 2676.91 ms [2022-04-10 17:10:54 main:574] : INFO : Epoch 1797 | loss: 0.0311945 | val_loss: 0.031244 | Time: 2767.31 ms [2022-04-10 17:10:57 main:574] : INFO : Epoch 1798 | loss: 0.0311955 | val_loss: 0.0312438 | Time: 2691.28 ms [2022-04-10 17:11:00 main:574] : INFO : Epoch 1799 | loss: 0.031195 | val_loss: 0.0312409 | Time: 2716.43 ms [2022-04-10 17:11:03 main:574] : INFO : Epoch 1800 | loss: 0.0311948 | val_loss: 0.0312416 | Time: 2676.73 ms [2022-04-10 17:11:05 main:574] : INFO : Epoch 1801 | loss: 0.0311947 | val_loss: 0.0312427 | Time: 2698.42 ms [2022-04-10 17:11:08 main:574] : INFO : Epoch 1802 | loss: 0.0311959 | val_loss: 0.0312371 | Time: 2676.27 ms [2022-04-10 17:11:11 main:574] : INFO : Epoch 1803 | loss: 0.0311958 | val_loss: 0.0312369 | Time: 2750.11 ms [2022-04-10 17:11:13 main:574] : INFO : Epoch 1804 | loss: 0.0311967 | val_loss: 0.0312366 | Time: 2680.24 ms [2022-04-10 17:11:16 main:574] : INFO : Epoch 1805 | loss: 0.0311971 | val_loss: 0.0312433 | Time: 2791.64 ms [2022-04-10 17:11:19 main:574] : INFO : Epoch 1806 | loss: 0.0311948 | val_loss: 0.0312446 | Time: 2731.67 ms [2022-04-10 17:11:22 main:574] : INFO : Epoch 1807 | loss: 0.0311979 | val_loss: 0.0312353 | Time: 2700.16 ms [2022-04-10 17:11:24 main:574] : INFO : Epoch 1808 | loss: 0.031195 | val_loss: 0.0312358 | Time: 2645.85 ms [2022-04-10 17:11:27 main:574] : INFO : Epoch 1809 | loss: 0.0311947 | val_loss: 0.0312363 | Time: 2710.64 ms [2022-04-10 17:11:30 main:574] : INFO : Epoch 1810 | loss: 0.0311946 | val_loss: 0.0312372 | Time: 2694.49 ms [2022-04-10 17:11:32 main:574] : INFO : Epoch 1811 | loss: 0.0311959 | val_loss: 0.0312383 | Time: 2635.11 ms [2022-04-10 17:11:35 main:574] : INFO : Epoch 1812 | loss: 0.0311957 | val_loss: 0.0312402 | Time: 2760.18 ms [2022-04-10 17:11:38 main:574] : INFO : Epoch 1813 | loss: 0.0311951 | val_loss: 0.0312428 | Time: 2684.29 ms [2022-04-10 17:11:40 main:574] : INFO : Epoch 1814 | loss: 0.0311946 | val_loss: 0.0312421 | Time: 2642.92 ms [2022-04-10 17:11:43 main:574] : INFO : Epoch 1815 | loss: 0.0311944 | val_loss: 0.0312387 | Time: 2606.63 ms [2022-04-10 17:11:46 main:574] : INFO : Epoch 1816 | loss: 0.0311946 | val_loss: 0.0312382 | Time: 2685.9 ms [2022-04-10 17:11:48 main:574] : INFO : Epoch 1817 | loss: 0.0311945 | val_loss: 0.0312417 | Time: 2613.92 ms [2022-04-10 17:11:51 main:574] : INFO : Epoch 1818 | loss: 0.0311948 | val_loss: 0.031237 | Time: 2704.22 ms [2022-04-10 17:11:54 main:574] : INFO : Epoch 1819 | loss: 0.0311949 | val_loss: 0.0312393 | Time: 2684.54 ms [2022-04-10 17:11:56 main:574] : INFO : Epoch 1820 | loss: 0.0311949 | val_loss: 0.0312413 | Time: 2631.5 ms [2022-04-10 17:11:59 main:574] : INFO : Epoch 1821 | loss: 0.0311962 | val_loss: 0.031244 | Time: 2672.05 ms [2022-04-10 17:12:02 main:574] : INFO : Epoch 1822 | loss: 0.0311949 | val_loss: 0.0312376 | Time: 2707.55 ms [2022-04-10 17:12:04 main:574] : INFO : Epoch 1823 | loss: 0.0311947 | val_loss: 0.0312414 | Time: 2691.08 ms [2022-04-10 17:12:07 main:574] : INFO : Epoch 1824 | loss: 0.0311949 | val_loss: 0.0312368 | Time: 2692.54 ms [2022-04-10 17:12:10 main:574] : INFO : Epoch 1825 | loss: 0.0311957 | val_loss: 0.0312346 | Time: 2638.07 ms [2022-04-10 17:12:12 main:574] : INFO : Epoch 1826 | loss: 0.0311959 | val_loss: 0.031243 | Time: 2618.58 ms [2022-04-10 17:12:15 main:574] : INFO : Epoch 1827 | loss: 0.0311949 | val_loss: 0.0312393 | Time: 2818.57 ms [2022-04-10 17:12:18 main:574] : INFO : Epoch 1828 | loss: 0.0311949 | val_loss: 0.0312406 | Time: 2555.28 ms [2022-04-10 17:12:21 main:574] : INFO : Epoch 1829 | loss: 0.0311949 | val_loss: 0.0312418 | Time: 2792.6 ms [2022-04-10 17:12:23 main:574] : INFO : Epoch 1830 | loss: 0.0311947 | val_loss: 0.0312395 | Time: 2713.35 ms [2022-04-10 17:12:26 main:574] : INFO : Epoch 1831 | loss: 0.0311946 | val_loss: 0.031238 | Time: 2707.94 ms [2022-04-10 17:12:29 main:574] : INFO : Epoch 1832 | loss: 0.0311942 | val_loss: 0.0312358 | Time: 2665.27 ms [2022-04-10 17:12:31 main:574] : INFO : Epoch 1833 | loss: 0.0311958 | val_loss: 0.0312347 | Time: 2728.27 ms [2022-04-10 17:12:34 main:574] : INFO : Epoch 1834 | loss: 0.0311951 | val_loss: 0.0312368 | Time: 2873.44 ms [2022-04-10 17:12:37 main:574] : INFO : Epoch 1835 | loss: 0.0311953 | val_loss: 0.0312405 | Time: 2735.08 ms [2022-04-10 17:12:40 main:574] : INFO : Epoch 1836 | loss: 0.0311944 | val_loss: 0.0312413 | Time: 2682.12 ms [2022-04-10 17:12:42 main:574] : INFO : Epoch 1837 | loss: 0.0311945 | val_loss: 0.0312406 | Time: 2712.7 ms [2022-04-10 17:12:45 main:574] : INFO : Epoch 1838 | loss: 0.0311949 | val_loss: 0.0312414 | Time: 2655.93 ms [2022-04-10 17:12:48 main:574] : INFO : Epoch 1839 | loss: 0.0311949 | val_loss: 0.0312423 | Time: 2702.58 ms [2022-04-10 17:12:51 main:574] : INFO : Epoch 1840 | loss: 0.0311948 | val_loss: 0.031242 | Time: 2778.64 ms [2022-04-10 17:12:53 main:574] : INFO : Epoch 1841 | loss: 0.0311961 | val_loss: 0.0312359 | Time: 2731.22 ms [2022-04-10 17:12:56 main:574] : INFO : Epoch 1842 | loss: 0.0311948 | val_loss: 0.0312337 | Time: 2670.64 ms [2022-04-10 17:12:59 main:574] : INFO : Epoch 1843 | loss: 0.0311951 | val_loss: 0.0312389 | Time: 2706.74 ms [2022-04-10 17:13:01 main:574] : INFO : Epoch 1844 | loss: 0.0311944 | val_loss: 0.0312355 | Time: 2699.04 ms [2022-04-10 17:13:04 main:574] : INFO : Epoch 1845 | loss: 0.0311941 | val_loss: 0.0312354 | Time: 2703.2 ms [2022-04-10 17:13:07 main:574] : INFO : Epoch 1846 | loss: 0.0311948 | val_loss: 0.0312431 | Time: 2716.56 ms [2022-04-10 17:13:09 main:574] : INFO : Epoch 1847 | loss: 0.0311948 | val_loss: 0.0312377 | Time: 2652.34 ms [2022-04-10 17:13:12 main:574] : INFO : Epoch 1848 | loss: 0.0311945 | val_loss: 0.0312342 | Time: 2734.06 ms [2022-04-10 17:13:15 main:574] : INFO : Epoch 1849 | loss: 0.0311951 | val_loss: 0.0312365 | Time: 2764.04 ms [2022-04-10 17:13:18 main:574] : INFO : Epoch 1850 | loss: 0.0311942 | val_loss: 0.0312354 | Time: 2789.52 ms [2022-04-10 17:13:20 main:574] : INFO : Epoch 1851 | loss: 0.0311945 | val_loss: 0.031231 | Time: 2673.49 ms [2022-04-10 17:13:23 main:574] : INFO : Epoch 1852 | loss: 0.0311944 | val_loss: 0.0312347 | Time: 2762.28 ms [2022-04-10 17:13:26 main:574] : INFO : Epoch 1853 | loss: 0.031194 | val_loss: 0.0312342 | Time: 2749.4 ms [2022-04-10 17:13:29 main:574] : INFO : Epoch 1854 | loss: 0.0311948 | val_loss: 0.0312302 | Time: 2758.3 ms [2022-04-10 17:13:31 main:574] : INFO : Epoch 1855 | loss: 0.0311951 | val_loss: 0.0312314 | Time: 2660.68 ms [2022-04-10 17:13:34 main:574] : INFO : Epoch 1856 | loss: 0.031196 | val_loss: 0.0312283 | Time: 2753.39 ms [2022-04-10 17:13:37 main:574] : INFO : Epoch 1857 | loss: 0.0311949 | val_loss: 0.0312322 | Time: 2760.8 ms [2022-04-10 17:13:40 main:574] : INFO : Epoch 1858 | loss: 0.0311942 | val_loss: 0.0312269 | Time: 2824.47 ms [2022-04-10 17:13:42 main:574] : INFO : Epoch 1859 | loss: 0.0311947 | val_loss: 0.0312274 | Time: 2697.52 ms [2022-04-10 17:13:45 main:574] : INFO : Epoch 1860 | loss: 0.0311961 | val_loss: 0.0312285 | Time: 2667.95 ms [2022-04-10 17:13:48 main:574] : INFO : Epoch 1861 | loss: 0.0311957 | val_loss: 0.0312277 | Time: 2775.42 ms [2022-04-10 17:13:51 main:574] : INFO : Epoch 1862 | loss: 0.0311948 | val_loss: 0.0312301 | Time: 2656.77 ms [2022-04-10 17:13:53 main:574] : INFO : Epoch 1863 | loss: 0.0311946 | val_loss: 0.0312269 | Time: 2660.49 ms [2022-04-10 17:13:56 main:574] : INFO : Epoch 1864 | loss: 0.0311945 | val_loss: 0.0312263 | Time: 2663.49 ms [2022-04-10 17:13:59 main:574] : INFO : Epoch 1865 | loss: 0.0311955 | val_loss: 0.0312293 | Time: 2761.07 ms [2022-04-10 17:14:01 main:574] : INFO : Epoch 1866 | loss: 0.0311944 | val_loss: 0.0312292 | Time: 2683.2 ms [2022-04-10 17:14:04 main:574] : INFO : Epoch 1867 | loss: 0.0311946 | val_loss: 0.0312288 | Time: 2639.36 ms [2022-04-10 17:14:07 main:574] : INFO : Epoch 1868 | loss: 0.0311951 | val_loss: 0.0312273 | Time: 2669.78 ms [2022-04-10 17:14:09 main:574] : INFO : Epoch 1869 | loss: 0.0311957 | val_loss: 0.0312178 | Time: 2754.36 ms [2022-04-10 17:14:12 main:574] : INFO : Epoch 1870 | loss: 0.031195 | val_loss: 0.0312253 | Time: 2825.08 ms [2022-04-10 17:14:15 main:574] : INFO : Epoch 1871 | loss: 0.0311946 | val_loss: 0.0312212 | Time: 2645.65 ms [2022-04-10 17:14:18 main:574] : INFO : Epoch 1872 | loss: 0.0311943 | val_loss: 0.0312201 | Time: 2699.88 ms [2022-04-10 17:14:20 main:574] : INFO : Epoch 1873 | loss: 0.0311944 | val_loss: 0.0312252 | Time: 2864.03 ms [2022-04-10 17:14:23 main:574] : INFO : Epoch 1874 | loss: 0.0311948 | val_loss: 0.0312286 | Time: 2654.14 ms [2022-04-10 17:14:26 main:574] : INFO : Epoch 1875 | loss: 0.0311952 | val_loss: 0.0312274 | Time: 2684.96 ms [2022-04-10 17:14:28 main:574] : INFO : Epoch 1876 | loss: 0.0311958 | val_loss: 0.0312304 | Time: 2630.55 ms [2022-04-10 17:14:31 main:574] : INFO : Epoch 1877 | loss: 0.0311959 | val_loss: 0.0312263 | Time: 2730.27 ms [2022-04-10 17:14:34 main:574] : INFO : Epoch 1878 | loss: 0.0311943 | val_loss: 0.0312292 | Time: 2681.87 ms [2022-04-10 17:14:36 main:574] : INFO : Epoch 1879 | loss: 0.0311955 | val_loss: 0.0312359 | Time: 2635.73 ms [2022-04-10 17:14:39 main:574] : INFO : Epoch 1880 | loss: 0.0311959 | val_loss: 0.0312264 | Time: 2741.57 ms [2022-04-10 17:14:42 main:574] : INFO : Epoch 1881 | loss: 0.0311941 | val_loss: 0.031226 | Time: 2643.53 ms [2022-04-10 17:14:44 main:574] : INFO : Epoch 1882 | loss: 0.0311941 | val_loss: 0.0312296 | Time: 2624.92 ms [2022-04-10 17:14:47 main:574] : INFO : Epoch 1883 | loss: 0.0311953 | val_loss: 0.0312304 | Time: 2701.02 ms [2022-04-10 17:14:50 main:574] : INFO : Epoch 1884 | loss: 0.031195 | val_loss: 0.0312289 | Time: 2646.96 ms [2022-04-10 17:14:52 main:574] : INFO : Epoch 1885 | loss: 0.0311952 | val_loss: 0.0312329 | Time: 2658.98 ms [2022-04-10 17:14:55 main:574] : INFO : Epoch 1886 | loss: 0.0311941 | val_loss: 0.031231 | Time: 2603.62 ms [2022-04-10 17:14:58 main:574] : INFO : Epoch 1887 | loss: 0.0311944 | val_loss: 0.0312369 | Time: 2686.59 ms [2022-04-10 17:15:01 main:574] : INFO : Epoch 1888 | loss: 0.0311942 | val_loss: 0.0312359 | Time: 2884.06 ms [2022-04-10 17:15:04 main:574] : INFO : Epoch 1889 | loss: 0.0311941 | val_loss: 0.031237 | Time: 2876.81 ms [2022-04-10 17:15:06 main:574] : INFO : Epoch 1890 | loss: 0.0311949 | val_loss: 0.0312356 | Time: 2660.35 ms [2022-04-10 17:15:09 main:574] : INFO : Epoch 1891 | loss: 0.0311948 | val_loss: 0.0312366 | Time: 2792.97 ms [2022-04-10 17:15:12 main:574] : INFO : Epoch 1892 | loss: 0.0311945 | val_loss: 0.0312398 | Time: 2665.72 ms [2022-04-10 17:15:14 main:574] : INFO : Epoch 1893 | loss: 0.0311943 | val_loss: 0.0312408 | Time: 2792.08 ms [2022-04-10 17:15:17 main:574] : INFO : Epoch 1894 | loss: 0.0311945 | val_loss: 0.0312372 | Time: 2651.94 ms [2022-04-10 17:15:20 main:574] : INFO : Epoch 1895 | loss: 0.031194 | val_loss: 0.03124 | Time: 2750.27 ms [2022-04-10 17:15:22 main:574] : INFO : Epoch 1896 | loss: 0.0311939 | val_loss: 0.0312395 | Time: 2597.88 ms [2022-04-10 17:15:25 main:574] : INFO : Epoch 1897 | loss: 0.031194 | val_loss: 0.0312407 | Time: 2696.35 ms [2022-04-10 17:15:28 main:574] : INFO : Epoch 1898 | loss: 0.0311947 | val_loss: 0.0312355 | Time: 2712.21 ms [2022-04-10 17:15:31 main:574] : INFO : Epoch 1899 | loss: 0.0311941 | val_loss: 0.0312381 | Time: 2604.26 ms [2022-04-10 17:15:33 main:574] : INFO : Epoch 1900 | loss: 0.0311966 | val_loss: 0.0312352 | Time: 2784.14 ms [2022-04-10 17:15:36 main:574] : INFO : Epoch 1901 | loss: 0.0311948 | val_loss: 0.0312406 | Time: 2727.44 ms [2022-04-10 17:15:39 main:574] : INFO : Epoch 1902 | loss: 0.0311952 | val_loss: 0.0312317 | Time: 2688.6 ms [2022-04-10 17:15:41 main:574] : INFO : Epoch 1903 | loss: 0.0311969 | val_loss: 0.0312508 | Time: 2691.2 ms [2022-04-10 17:15:44 main:574] : INFO : Epoch 1904 | loss: 0.0311971 | val_loss: 0.0312319 | Time: 2701.42 ms [2022-04-10 17:15:47 main:574] : INFO : Epoch 1905 | loss: 0.0311954 | val_loss: 0.0312371 | Time: 2695 ms [2022-04-10 17:15:49 main:574] : INFO : Epoch 1906 | loss: 0.0311971 | val_loss: 0.0312331 | Time: 2686.43 ms [2022-04-10 17:15:52 main:574] : INFO : Epoch 1907 | loss: 0.0311963 | val_loss: 0.0312437 | Time: 2721.82 ms [2022-04-10 17:15:55 main:574] : INFO : Epoch 1908 | loss: 0.0311957 | val_loss: 0.0312396 | Time: 2764.05 ms [2022-04-10 17:15:58 main:574] : INFO : Epoch 1909 | loss: 0.031194 | val_loss: 0.0312363 | Time: 2724.19 ms [2022-04-10 17:16:00 main:574] : INFO : Epoch 1910 | loss: 0.0311945 | val_loss: 0.0312295 | Time: 2765.44 ms [2022-04-10 17:16:03 main:574] : INFO : Epoch 1911 | loss: 0.0311948 | val_loss: 0.0312341 | Time: 2663.82 ms [2022-04-10 17:16:06 main:574] : INFO : Epoch 1912 | loss: 0.0311943 | val_loss: 0.0312366 | Time: 2730.29 ms [2022-04-10 17:16:09 main:574] : INFO : Epoch 1913 | loss: 0.031194 | val_loss: 0.0312333 | Time: 2681.09 ms [2022-04-10 17:16:11 main:574] : INFO : Epoch 1914 | loss: 0.031194 | val_loss: 0.0312272 | Time: 2625.72 ms [2022-04-10 17:16:14 main:574] : INFO : Epoch 1915 | loss: 0.0311942 | val_loss: 0.0312482 | Time: 2710.03 ms [2022-04-10 17:16:17 main:574] : INFO : Epoch 1916 | loss: 0.0311943 | val_loss: 0.0312322 | Time: 2766.14 ms [2022-04-10 17:16:19 main:574] : INFO : Epoch 1917 | loss: 0.0311953 | val_loss: 0.0312328 | Time: 2737.92 ms [2022-04-10 17:16:22 main:574] : INFO : Epoch 1918 | loss: 0.0311967 | val_loss: 0.0312378 | Time: 2689.38 ms [2022-04-10 17:16:25 main:574] : INFO : Epoch 1919 | loss: 0.0311991 | val_loss: 0.0312338 | Time: 2754.04 ms [2022-04-10 17:16:28 main:574] : INFO : Epoch 1920 | loss: 0.0311963 | val_loss: 0.0312371 | Time: 2878.84 ms [2022-04-10 17:16:30 main:574] : INFO : Epoch 1921 | loss: 0.0311946 | val_loss: 0.0312353 | Time: 2669.61 ms [2022-04-10 17:16:33 main:574] : INFO : Epoch 1922 | loss: 0.0311938 | val_loss: 0.0312334 | Time: 2632.26 ms [2022-04-10 17:16:36 main:574] : INFO : Epoch 1923 | loss: 0.031198 | val_loss: 0.0312499 | Time: 2732.14 ms [2022-04-10 17:16:39 main:574] : INFO : Epoch 1924 | loss: 0.031196 | val_loss: 0.0312416 | Time: 2726.75 ms [2022-04-10 17:16:41 main:574] : INFO : Epoch 1925 | loss: 0.0311943 | val_loss: 0.0312391 | Time: 2680.54 ms [2022-04-10 17:16:44 main:574] : INFO : Epoch 1926 | loss: 0.0311941 | val_loss: 0.0312362 | Time: 2730.14 ms [2022-04-10 17:16:46 main:574] : INFO : Epoch 1927 | loss: 0.0311942 | val_loss: 0.0312338 | Time: 2550.01 ms [2022-04-10 17:16:49 main:574] : INFO : Epoch 1928 | loss: 0.0311936 | val_loss: 0.0312378 | Time: 2707.83 ms [2022-04-10 17:16:52 main:574] : INFO : Epoch 1929 | loss: 0.0311946 | val_loss: 0.0312384 | Time: 2637.27 ms [2022-04-10 17:16:55 main:574] : INFO : Epoch 1930 | loss: 0.0311952 | val_loss: 0.031238 | Time: 2680.46 ms [2022-04-10 17:16:57 main:574] : INFO : Epoch 1931 | loss: 0.0311941 | val_loss: 0.031233 | Time: 2686.36 ms [2022-04-10 17:17:00 main:574] : INFO : Epoch 1932 | loss: 0.0311943 | val_loss: 0.0312405 | Time: 2792.93 ms [2022-04-10 17:17:03 main:574] : INFO : Epoch 1933 | loss: 0.0311947 | val_loss: 0.0312343 | Time: 2698.27 ms [2022-04-10 17:17:05 main:574] : INFO : Epoch 1934 | loss: 0.0311958 | val_loss: 0.0312335 | Time: 2687.3 ms [2022-04-10 17:17:08 main:574] : INFO : Epoch 1935 | loss: 0.0311942 | val_loss: 0.0312345 | Time: 2709.72 ms [2022-04-10 17:17:11 main:574] : INFO : Epoch 1936 | loss: 0.0311937 | val_loss: 0.0312355 | Time: 2791.21 ms [2022-04-10 17:17:14 main:574] : INFO : Epoch 1937 | loss: 0.0311945 | val_loss: 0.0312349 | Time: 2762.3 ms [2022-04-10 17:17:16 main:574] : INFO : Epoch 1938 | loss: 0.0311936 | val_loss: 0.03124 | Time: 2661.15 ms [2022-04-10 17:17:19 main:574] : INFO : Epoch 1939 | loss: 0.031194 | val_loss: 0.0312313 | Time: 2698.89 ms [2022-04-10 17:17:22 main:574] : INFO : Epoch 1940 | loss: 0.0311934 | val_loss: 0.0312363 | Time: 2746.08 ms [2022-04-10 17:17:25 main:574] : INFO : Epoch 1941 | loss: 0.0311935 | val_loss: 0.0312316 | Time: 2681.96 ms [2022-04-10 17:17:27 main:574] : INFO : Epoch 1942 | loss: 0.0311938 | val_loss: 0.0312358 | Time: 2658.93 ms [2022-04-10 17:17:30 main:574] : INFO : Epoch 1943 | loss: 0.031194 | val_loss: 0.03123 | Time: 2627.15 ms [2022-04-10 17:17:32 main:574] : INFO : Epoch 1944 | loss: 0.0311937 | val_loss: 0.0312311 | Time: 2679.14 ms [2022-04-10 17:17:35 main:574] : INFO : Epoch 1945 | loss: 0.0311948 | val_loss: 0.0312501 | Time: 2671.5 ms [2022-04-10 17:17:38 main:574] : INFO : Epoch 1946 | loss: 0.0311944 | val_loss: 0.0312357 | Time: 2677.86 ms [2022-04-10 17:17:41 main:574] : INFO : Epoch 1947 | loss: 0.0311933 | val_loss: 0.0312306 | Time: 2718.39 ms [2022-04-10 17:17:43 main:574] : INFO : Epoch 1948 | loss: 0.0311938 | val_loss: 0.0312362 | Time: 2531.34 ms [2022-04-10 17:17:46 main:574] : INFO : Epoch 1949 | loss: 0.0311935 | val_loss: 0.0312375 | Time: 2740.11 ms [2022-04-10 17:17:48 main:574] : INFO : Epoch 1950 | loss: 0.0311943 | val_loss: 0.0312383 | Time: 2590.23 ms [2022-04-10 17:17:51 main:574] : INFO : Epoch 1951 | loss: 0.0311936 | val_loss: 0.0312411 | Time: 2724.99 ms [2022-04-10 17:17:54 main:574] : INFO : Epoch 1952 | loss: 0.0311958 | val_loss: 0.0312253 | Time: 2732.01 ms [2022-04-10 17:17:57 main:574] : INFO : Epoch 1953 | loss: 0.0311951 | val_loss: 0.0312252 | Time: 2767.98 ms [2022-04-10 17:17:59 main:574] : INFO : Epoch 1954 | loss: 0.0311937 | val_loss: 0.0312333 | Time: 2693.55 ms [2022-04-10 17:18:02 main:574] : INFO : Epoch 1955 | loss: 0.0311941 | val_loss: 0.0312312 | Time: 2724.54 ms [2022-04-10 17:18:05 main:574] : INFO : Epoch 1956 | loss: 0.0311943 | val_loss: 0.0312332 | Time: 2788.49 ms [2022-04-10 17:18:08 main:574] : INFO : Epoch 1957 | loss: 0.0311938 | val_loss: 0.0312346 | Time: 2703.59 ms [2022-04-10 17:18:10 main:574] : INFO : Epoch 1958 | loss: 0.0311943 | val_loss: 0.0312332 | Time: 2742.48 ms [2022-04-10 17:18:13 main:574] : INFO : Epoch 1959 | loss: 0.0311949 | val_loss: 0.0312323 | Time: 2682.99 ms [2022-04-10 17:18:16 main:574] : INFO : Epoch 1960 | loss: 0.0311939 | val_loss: 0.0312306 | Time: 2749.95 ms [2022-04-10 17:18:18 main:574] : INFO : Epoch 1961 | loss: 0.0311953 | val_loss: 0.0312251 | Time: 2695.18 ms [2022-04-10 17:18:21 main:574] : INFO : Epoch 1962 | loss: 0.0311947 | val_loss: 0.0312349 | Time: 2665.36 ms [2022-04-10 17:18:24 main:574] : INFO : Epoch 1963 | loss: 0.0311938 | val_loss: 0.0312372 | Time: 2734.02 ms [2022-04-10 17:18:27 main:574] : INFO : Epoch 1964 | loss: 0.0311948 | val_loss: 0.0312339 | Time: 2686.6 ms [2022-04-10 17:18:29 main:574] : INFO : Epoch 1965 | loss: 0.0311949 | val_loss: 0.0312309 | Time: 2754.97 ms [2022-04-10 17:18:32 main:574] : INFO : Epoch 1966 | loss: 0.0311943 | val_loss: 0.0312401 | Time: 2811.19 ms [2022-04-10 17:18:35 main:574] : INFO : Epoch 1967 | loss: 0.0311934 | val_loss: 0.0312392 | Time: 2657.21 ms [2022-04-10 17:18:38 main:574] : INFO : Epoch 1968 | loss: 0.0311942 | val_loss: 0.031234 | Time: 2701.35 ms [2022-04-10 17:18:40 main:574] : INFO : Epoch 1969 | loss: 0.0311938 | val_loss: 0.031241 | Time: 2821.55 ms [2022-04-10 17:18:43 main:574] : INFO : Epoch 1970 | loss: 0.031194 | val_loss: 0.0312386 | Time: 2679.19 ms [2022-04-10 17:18:46 main:574] : INFO : Epoch 1971 | loss: 0.0311938 | val_loss: 0.0312348 | Time: 2660.05 ms [2022-04-10 17:18:48 main:574] : INFO : Epoch 1972 | loss: 0.0311933 | val_loss: 0.0312345 | Time: 2660.14 ms [2022-04-10 17:18:51 main:574] : INFO : Epoch 1973 | loss: 0.0311935 | val_loss: 0.0312366 | Time: 2659.25 ms [2022-04-10 17:18:54 main:574] : INFO : Epoch 1974 | loss: 0.031194 | val_loss: 0.031233 | Time: 2733.63 ms [2022-04-10 17:18:56 main:574] : INFO : Epoch 1975 | loss: 0.0311935 | val_loss: 0.0312357 | Time: 2671.27 ms [2022-04-10 17:18:59 main:574] : INFO : Epoch 1976 | loss: 0.0311934 | val_loss: 0.0312321 | Time: 2602.5 ms [2022-04-10 17:19:02 main:574] : INFO : Epoch 1977 | loss: 0.0311941 | val_loss: 0.0312397 | Time: 2713.62 ms [2022-04-10 17:19:05 main:574] : INFO : Epoch 1978 | loss: 0.031194 | val_loss: 0.0312359 | Time: 2783.72 ms [2022-04-10 17:19:07 main:574] : INFO : Epoch 1979 | loss: 0.0311934 | val_loss: 0.0312305 | Time: 2767.75 ms [2022-04-10 17:19:10 main:574] : INFO : Epoch 1980 | loss: 0.0311931 | val_loss: 0.0312401 | Time: 2636.15 ms [2022-04-10 17:19:13 main:574] : INFO : Epoch 1981 | loss: 0.0311933 | val_loss: 0.0312365 | Time: 2713.74 ms [2022-04-10 17:19:15 main:574] : INFO : Epoch 1982 | loss: 0.0311951 | val_loss: 0.0312314 | Time: 2745.99 ms [2022-04-10 17:19:18 main:574] : INFO : Epoch 1983 | loss: 0.0311943 | val_loss: 0.0312303 | Time: 2836.07 ms [2022-04-10 17:19:21 main:574] : INFO : Epoch 1984 | loss: 0.0311949 | val_loss: 0.0312381 | Time: 2711.51 ms [2022-04-10 17:19:24 main:574] : INFO : Epoch 1985 | loss: 0.0311945 | val_loss: 0.0312333 | Time: 2730.99 ms [2022-04-10 17:19:26 main:574] : INFO : Epoch 1986 | loss: 0.0311934 | val_loss: 0.031236 | Time: 2738.04 ms [2022-04-10 17:19:29 main:574] : INFO : Epoch 1987 | loss: 0.0311931 | val_loss: 0.0312349 | Time: 2676.96 ms [2022-04-10 17:19:32 main:574] : INFO : Epoch 1988 | loss: 0.0311937 | val_loss: 0.0312295 | Time: 2630.67 ms [2022-04-10 17:19:34 main:574] : INFO : Epoch 1989 | loss: 0.0311937 | val_loss: 0.0312327 | Time: 2715.59 ms [2022-04-10 17:19:37 main:574] : INFO : Epoch 1990 | loss: 0.0311931 | val_loss: 0.0312339 | Time: 2792.02 ms [2022-04-10 17:19:40 main:574] : INFO : Epoch 1991 | loss: 0.0311933 | val_loss: 0.0312366 | Time: 2628.56 ms [2022-04-10 17:19:43 main:574] : INFO : Epoch 1992 | loss: 0.0311944 | val_loss: 0.0312374 | Time: 2699.49 ms [2022-04-10 17:19:45 main:574] : INFO : Epoch 1993 | loss: 0.0311951 | val_loss: 0.031237 | Time: 2748.24 ms [2022-04-10 17:19:48 main:574] : INFO : Epoch 1994 | loss: 0.0311957 | val_loss: 0.031228 | Time: 2641.08 ms [2022-04-10 17:19:51 main:574] : INFO : Epoch 1995 | loss: 0.031194 | val_loss: 0.0312286 | Time: 2669.2 ms [2022-04-10 17:19:53 main:574] : INFO : Epoch 1996 | loss: 0.0311934 | val_loss: 0.0312217 | Time: 2735.36 ms [2022-04-10 17:19:56 main:574] : INFO : Epoch 1997 | loss: 0.031194 | val_loss: 0.0312128 | Time: 2641.91 ms [2022-04-10 17:19:59 main:574] : INFO : Epoch 1998 | loss: 0.0311945 | val_loss: 0.0312155 | Time: 2621.04 ms [2022-04-10 17:20:01 main:574] : INFO : Epoch 1999 | loss: 0.0311934 | val_loss: 0.0312095 | Time: 2608.44 ms [2022-04-10 17:20:04 main:574] : INFO : Epoch 2000 | loss: 0.0311932 | val_loss: 0.0312143 | Time: 2666.35 ms [2022-04-10 17:20:07 main:574] : INFO : Epoch 2001 | loss: 0.0311931 | val_loss: 0.0312104 | Time: 2727.54 ms [2022-04-10 17:20:09 main:574] : INFO : Epoch 2002 | loss: 0.0311932 | val_loss: 0.0312119 | Time: 2707.51 ms [2022-04-10 17:20:12 main:574] : INFO : Epoch 2003 | loss: 0.0311944 | val_loss: 0.0312122 | Time: 2747.49 ms [2022-04-10 17:20:15 main:574] : INFO : Epoch 2004 | loss: 0.0312061 | val_loss: 0.0312215 | Time: 2602.39 ms [2022-04-10 17:20:18 main:574] : INFO : Epoch 2005 | loss: 0.031233 | val_loss: 0.0312367 | Time: 2773.2 ms [2022-04-10 17:20:20 main:574] : INFO : Epoch 2006 | loss: 0.0312536 | val_loss: 0.031234 | Time: 2767.17 ms [2022-04-10 17:20:23 main:574] : INFO : Epoch 2007 | loss: 0.0312421 | val_loss: 0.0312661 | Time: 2694.57 ms [2022-04-10 17:20:26 main:574] : INFO : Epoch 2008 | loss: 0.0312359 | val_loss: 0.0312484 | Time: 2665.87 ms [2022-04-10 17:20:28 main:574] : INFO : Epoch 2009 | loss: 0.0312269 | val_loss: 0.0312421 | Time: 2633.68 ms [2022-04-10 17:20:31 main:574] : INFO : Epoch 2010 | loss: 0.031225 | val_loss: 0.0312358 | Time: 2652.67 ms [2022-04-10 17:20:34 main:574] : INFO : Epoch 2011 | loss: 0.0312311 | val_loss: 0.0312276 | Time: 2644.51 ms [2022-04-10 17:20:36 main:574] : INFO : Epoch 2012 | loss: 0.0312226 | val_loss: 0.0312244 | Time: 2682.5 ms [2022-04-10 17:20:39 main:574] : INFO : Epoch 2013 | loss: 0.031226 | val_loss: 0.0312295 | Time: 2741.41 ms [2022-04-10 17:20:42 main:574] : INFO : Epoch 2014 | loss: 0.0312262 | val_loss: 0.0312406 | Time: 2716.3 ms [2022-04-10 17:20:44 main:574] : INFO : Epoch 2015 | loss: 0.0312439 | val_loss: 0.0312548 | Time: 2700.93 ms [2022-04-10 17:20:47 main:574] : INFO : Epoch 2016 | loss: 0.0312547 | val_loss: 0.0312596 | Time: 2684.81 ms [2022-04-10 17:20:50 main:574] : INFO : Epoch 2017 | loss: 0.0312529 | val_loss: 0.0312502 | Time: 2724.05 ms [2022-04-10 17:20:53 main:574] : INFO : Epoch 2018 | loss: 0.0312496 | val_loss: nan | Time: 2759.03 ms [2022-04-10 17:20:55 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 2762.19 ms [2022-04-10 17:20:58 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 2772.36 ms [2022-04-10 17:21:01 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 2696.01 ms [2022-04-10 17:21:04 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 2648.95 ms [2022-04-10 17:21:06 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 2673.28 ms [2022-04-10 17:21:09 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 2600.34 ms [2022-04-10 17:21:12 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 2670.9 ms [2022-04-10 17:21:14 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 2741.96 ms [2022-04-10 17:21:17 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 2635.29 ms [2022-04-10 17:21:20 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 2628.97 ms [2022-04-10 17:21:22 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 2644.27 ms [2022-04-10 17:21:25 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 2646.26 ms [2022-04-10 17:21:28 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 2783.54 ms [2022-04-10 17:21:30 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 2786.62 ms [2022-04-10 17:21:33 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 2671.59 ms [2022-04-10 17:21:36 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 2610.86 ms [2022-04-10 17:21:38 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 2625.35 ms [2022-04-10 17:21:41 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 2671.84 ms [2022-04-10 17:21:44 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 2698.34 ms [2022-04-10 17:21:46 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 2660.71 ms [2022-04-10 17:21:49 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 2696.05 ms [2022-04-10 17:21:52 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 2669.13 ms [2022-04-10 17:21:55 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 2787.64 ms [2022-04-10 17:21:57 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 2730.67 ms [2022-04-10 17:22:00 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 2851.71 ms [2022-04-10 17:22:03 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 2673.48 ms [2022-04-10 17:22:06 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 2744.29 ms [2022-04-10 17:22:08 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 2768.43 ms [2022-04-10 17:22:11 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 2703.35 ms [2022-04-10 17:22:14 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 2620.31 ms [2022-04-10 17:22:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-04-10 17:22:14 main:603] : INFO : Saving end state to config to file [2022-04-10 17:22:14 main:608] : INFO : Success, exiting.. 17:22:14 (23208): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)