Task 7158003
| Name | ParityModified-1630358665-3604-2_0 |
| Workunit | 4857317 |
| Created | 6 Sep 2021, 2:04:49 UTC |
| Sent | 6 Sep 2021, 22:32:04 UTC |
| Report deadline | 13 Sep 2021, 22:32:04 UTC |
| Received | 8 Sep 2021, 0:58:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 2 hours 22 min 25 sec |
| CPU time | 2 hours 1 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.61 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.16 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-09-08 02:28:27 main:574] : INFO : Epoch 1542 | loss: 0.0312056 | val_loss: 0.0312029 | Time: 2888.93 ms [2021-09-08 02:28:30 main:574] : INFO : Epoch 1543 | loss: 0.0312051 | val_loss: 0.0312018 | Time: 2914.38 ms [2021-09-08 02:28:33 main:574] : INFO : Epoch 1544 | loss: 0.0312081 | val_loss: 0.0311991 | Time: 3061.9 ms [2021-09-08 02:28:36 main:574] : INFO : Epoch 1545 | loss: 0.0312048 | val_loss: 0.0311977 | Time: 2938.26 ms [2021-09-08 02:28:39 main:574] : INFO : Epoch 1546 | loss: 0.0312052 | val_loss: 0.0311973 | Time: 2667.16 ms [2021-09-08 02:28:42 main:574] : INFO : Epoch 1547 | loss: 0.0312076 | val_loss: 0.0311985 | Time: 3072.19 ms [2021-09-08 02:28:45 main:574] : INFO : Epoch 1548 | loss: 0.0312036 | val_loss: 0.0311978 | Time: 2776.92 ms [2021-09-08 02:28:48 main:574] : INFO : Epoch 1549 | loss: 0.0312057 | val_loss: 0.0311989 | Time: 3061.77 ms [2021-09-08 02:28:51 main:574] : INFO : Epoch 1550 | loss: 0.0312028 | val_loss: 0.0311969 | Time: 2963.82 ms [2021-09-08 02:28:55 main:574] : INFO : Epoch 1551 | loss: 0.0312029 | val_loss: 0.0311999 | Time: 3848.6 ms [2021-09-08 02:28:59 main:574] : INFO : Epoch 1552 | loss: 0.0312042 | val_loss: 0.0311972 | Time: 4043.86 ms [2021-09-08 02:29:02 main:574] : INFO : Epoch 1553 | loss: 0.0312039 | val_loss: 0.0311999 | Time: 2907.38 ms [2021-09-08 02:29:05 main:574] : INFO : Epoch 1554 | loss: 0.0312049 | val_loss: 0.0311985 | Time: 3065.37 ms [2021-09-08 02:29:08 main:574] : INFO : Epoch 1555 | loss: 0.0312063 | val_loss: 0.0311968 | Time: 2940.23 ms [2021-09-08 02:29:11 main:574] : INFO : Epoch 1556 | loss: 0.0312038 | val_loss: 0.0311986 | Time: 2821.81 ms [2021-09-08 02:29:14 main:574] : INFO : Epoch 1557 | loss: 0.0312063 | val_loss: 0.0311997 | Time: 2892.98 ms [2021-09-08 02:29:17 main:574] : INFO : Epoch 1558 | loss: 0.0312046 | val_loss: 0.0311969 | Time: 2799.12 ms [2021-09-08 02:29:20 main:574] : INFO : Epoch 1559 | loss: 0.031203 | val_loss: 0.0311962 | Time: 3133.16 ms [2021-09-08 02:29:23 main:574] : INFO : Epoch 1560 | loss: 0.0312057 | val_loss: 0.0312023 | Time: 2976.2 ms [2021-09-08 02:29:26 main:574] : INFO : Epoch 1561 | loss: 0.0312042 | val_loss: 0.031198 | Time: 2775.65 ms [2021-09-08 02:29:28 main:574] : INFO : Epoch 1562 | loss: 0.0312031 | val_loss: 0.031199 | Time: 2712.4 ms [2021-09-08 02:29:31 main:574] : INFO : Epoch 1563 | loss: 0.0312034 | val_loss: 0.0312017 | Time: 2962.47 ms [2021-09-08 02:29:35 main:574] : INFO : Epoch 1564 | loss: 0.0312034 | val_loss: 0.0311968 | Time: 3230.4 ms [2021-09-08 02:29:38 main:574] : INFO : Epoch 1565 | loss: 0.031203 | val_loss: 0.0311987 | Time: 3142.83 ms [2021-09-08 02:29:42 main:574] : INFO : Epoch 1566 | loss: 0.0312048 | val_loss: 0.0311992 | Time: 3671.94 ms [2021-09-08 02:29:45 main:574] : INFO : Epoch 1567 | loss: 0.0312064 | val_loss: 0.0311964 | Time: 2939.91 ms [2021-09-08 02:29:48 main:574] : INFO : Epoch 1568 | loss: 0.0312037 | val_loss: 0.031197 | Time: 3475.5 ms [2021-09-08 02:29:52 main:574] : INFO : Epoch 1569 | loss: 0.0312025 | val_loss: 0.0311958 | Time: 3505.77 ms [2021-09-08 02:29:56 main:574] : INFO : Epoch 1570 | loss: 0.0312023 | val_loss: 0.031202 | Time: 3812.04 ms [2021-09-08 02:29:59 main:574] : INFO : Epoch 1571 | loss: 0.0312033 | val_loss: 0.0312039 | Time: 3348 ms [2021-09-08 02:30:02 main:574] : INFO : Epoch 1572 | loss: 0.0312054 | val_loss: 0.0312063 | Time: 2963.57 ms [2021-09-08 02:30:05 main:574] : INFO : Epoch 1573 | loss: 0.0312079 | val_loss: 0.0311974 | Time: 3201.79 ms [2021-09-08 02:30:08 main:574] : INFO : Epoch 1574 | loss: 0.0312057 | val_loss: 0.0311988 | Time: 2927.28 ms [2021-09-08 02:30:12 main:574] : INFO : Epoch 1575 | loss: 0.0312044 | val_loss: 0.0312025 | Time: 3500.47 ms [2021-09-08 02:30:15 main:574] : INFO : Epoch 1576 | loss: 0.0312037 | val_loss: 0.0311969 | Time: 3098.19 ms [2021-09-08 02:30:18 main:574] : INFO : Epoch 1577 | loss: 0.0312027 | val_loss: 0.031198 | Time: 2860.15 ms [2021-09-08 02:30:21 main:574] : INFO : Epoch 1578 | loss: 0.0312046 | val_loss: 0.0311974 | Time: 2884.25 ms [2021-09-08 02:30:25 main:574] : INFO : Epoch 1579 | loss: 0.0312045 | val_loss: 0.031199 | Time: 4208.59 ms [2021-09-08 02:30:28 main:574] : INFO : Epoch 1580 | loss: 0.0312022 | val_loss: 0.031196 | Time: 2812.13 ms [2021-09-08 02:30:31 main:574] : INFO : Epoch 1581 | loss: 0.0312045 | val_loss: 0.0312016 | Time: 2934.24 ms [2021-09-08 02:30:34 main:574] : INFO : Epoch 1582 | loss: 0.031208 | val_loss: 0.0311991 | Time: 2987.25 ms [2021-09-08 02:30:37 main:574] : INFO : Epoch 1583 | loss: 0.0312119 | val_loss: 0.0312156 | Time: 2760.82 ms [2021-09-08 02:30:40 main:574] : INFO : Epoch 1584 | loss: 0.0312076 | val_loss: 0.031198 | Time: 2822.66 ms [2021-09-08 02:30:43 main:574] : INFO : Epoch 1585 | loss: 0.0312028 | val_loss: 0.0311965 | Time: 2894.9 ms [2021-09-08 02:30:46 main:574] : INFO : Epoch 1586 | loss: 0.0312029 | val_loss: 0.0311961 | Time: 2864.15 ms [2021-09-08 02:30:48 main:574] : INFO : Epoch 1587 | loss: 0.0312033 | val_loss: 0.0311971 | Time: 2778.33 ms [2021-09-08 02:30:51 main:574] : INFO : Epoch 1588 | loss: 0.0312061 | val_loss: 0.0311982 | Time: 2807.94 ms [2021-09-08 02:30:54 main:574] : INFO : Epoch 1589 | loss: 0.0312038 | val_loss: 0.0312011 | Time: 2808.99 ms [2021-09-08 02:30:57 main:574] : INFO : Epoch 1590 | loss: 0.0312033 | val_loss: 0.0311965 | Time: 3129.49 ms [2021-09-08 02:31:01 main:574] : INFO : Epoch 1591 | loss: 0.031203 | val_loss: 0.0311968 | Time: 3538.76 ms [2021-09-08 02:31:04 main:574] : INFO : Epoch 1592 | loss: 0.0312023 | val_loss: 0.0311955 | Time: 3025.13 ms [2021-09-08 02:31:07 main:574] : INFO : Epoch 1593 | loss: 0.0312038 | val_loss: 0.0311991 | Time: 3299.71 ms [2021-09-08 02:31:11 main:574] : INFO : Epoch 1594 | loss: 0.0312028 | val_loss: 0.0312002 | Time: 3348.1 ms [2021-09-08 02:31:14 main:574] : INFO : Epoch 1595 | loss: 0.0312044 | val_loss: 0.0311996 | Time: 3433.92 ms [2021-09-08 02:31:17 main:574] : INFO : Epoch 1596 | loss: 0.0312055 | val_loss: 0.0311962 | Time: 3003.18 ms [2021-09-08 02:31:21 main:574] : INFO : Epoch 1597 | loss: 0.0312026 | val_loss: 0.0311954 | Time: 3657.79 ms [2021-09-08 02:31:25 main:574] : INFO : Epoch 1598 | loss: 0.0312038 | val_loss: 0.0311978 | Time: 3566.8 ms [2021-09-08 02:31:28 main:574] : INFO : Epoch 1599 | loss: 0.0312024 | val_loss: 0.0311953 | Time: 2816.91 ms [2021-09-08 02:31:30 main:574] : INFO : Epoch 1600 | loss: 0.0312029 | val_loss: 0.0312028 | Time: 2760.48 ms [2021-09-08 02:31:33 main:574] : INFO : Epoch 1601 | loss: 0.0312047 | val_loss: 0.0311958 | Time: 2751.97 ms [2021-09-08 02:31:37 main:574] : INFO : Epoch 1602 | loss: 0.0312022 | val_loss: 0.0311956 | Time: 3336.56 ms [2021-09-08 02:31:40 main:574] : INFO : Epoch 1603 | loss: 0.0312022 | val_loss: 0.031196 | Time: 2953.91 ms [2021-09-08 02:31:42 main:574] : INFO : Epoch 1604 | loss: 0.0312024 | val_loss: 0.0311964 | Time: 2821.13 ms [2021-09-08 02:31:46 main:574] : INFO : Epoch 1605 | loss: 0.0312064 | val_loss: 0.0311996 | Time: 3071.49 ms [2021-09-08 02:31:49 main:574] : INFO : Epoch 1606 | loss: 0.0312087 | val_loss: 0.0312023 | Time: 2897.76 ms [2021-09-08 02:31:52 main:574] : INFO : Epoch 1607 | loss: 0.0312034 | val_loss: 0.0311981 | Time: 2989.58 ms [2021-09-08 02:31:55 main:574] : INFO : Epoch 1608 | loss: 0.0312045 | val_loss: 0.0311987 | Time: 3253.83 ms [2021-09-08 02:31:58 main:574] : INFO : Epoch 1609 | loss: 0.0312034 | val_loss: 0.0311973 | Time: 2892.16 ms [2021-09-08 02:32:01 main:574] : INFO : Epoch 1610 | loss: 0.0312024 | val_loss: 0.0311968 | Time: 2923.55 ms [2021-09-08 02:32:04 main:574] : INFO : Epoch 1611 | loss: 0.0312041 | val_loss: 0.0312008 | Time: 3293.82 ms [2021-09-08 02:32:07 main:574] : INFO : Epoch 1612 | loss: 0.0312024 | val_loss: 0.0311983 | Time: 2882.41 ms [2021-09-08 02:32:10 main:574] : INFO : Epoch 1613 | loss: 0.0312034 | val_loss: 0.0311955 | Time: 3109.88 ms [2021-09-08 02:32:13 main:574] : INFO : Epoch 1614 | loss: 0.0312018 | val_loss: 0.0311953 | Time: 3033.91 ms [2021-09-08 02:32:16 main:574] : INFO : Epoch 1615 | loss: 0.0312026 | val_loss: 0.0311963 | Time: 3013.27 ms [2021-09-08 02:32:19 main:574] : INFO : Epoch 1616 | loss: 0.0312079 | val_loss: 0.0312061 | Time: 2793.11 ms [2021-09-08 02:32:23 main:574] : INFO : Epoch 1617 | loss: 0.0312053 | val_loss: 0.0312005 | Time: 3213.31 ms [2021-09-08 02:32:26 main:574] : INFO : Epoch 1618 | loss: 0.0312062 | val_loss: 0.0311979 | Time: 3335.39 ms [2021-09-08 02:32:29 main:574] : INFO : Epoch 1619 | loss: 0.0312034 | val_loss: 0.0311955 | Time: 2816.45 ms [2021-09-08 02:32:32 main:574] : INFO : Epoch 1620 | loss: 0.0312014 | val_loss: 0.0311971 | Time: 2978.3 ms [2021-09-08 02:32:35 main:574] : INFO : Epoch 1621 | loss: 0.0312031 | val_loss: 0.0311999 | Time: 3196.61 ms [2021-09-08 02:32:39 main:574] : INFO : Epoch 1622 | loss: 0.0312038 | val_loss: 0.0312002 | Time: 3587.93 ms [2021-09-08 02:32:42 main:574] : INFO : Epoch 1623 | loss: 0.0312056 | val_loss: 0.0311994 | Time: 3222.8 ms [2021-09-08 02:32:46 main:574] : INFO : Epoch 1624 | loss: 0.0312026 | val_loss: 0.031199 | Time: 3558.75 ms [2021-09-08 02:32:49 main:574] : INFO : Epoch 1625 | loss: 0.0312024 | val_loss: 0.0311975 | Time: 3185.62 ms [2021-09-08 02:32:52 main:574] : INFO : Epoch 1626 | loss: 0.0312021 | val_loss: 0.0311982 | Time: 2975.7 ms [2021-09-08 02:32:55 main:574] : INFO : Epoch 1627 | loss: 0.031203 | val_loss: 0.0311959 | Time: 3270.79 ms [2021-09-08 02:32:58 main:574] : INFO : Epoch 1628 | loss: 0.031203 | val_loss: 0.0311997 | Time: 2843.63 ms [2021-09-08 02:33:01 main:574] : INFO : Epoch 1629 | loss: 0.0312045 | val_loss: 0.0311975 | Time: 2867.18 ms [2021-09-08 02:33:04 main:574] : INFO : Epoch 1630 | loss: 0.0312036 | val_loss: 0.0312002 | Time: 3100.28 ms [2021-09-08 02:33:07 main:574] : INFO : Epoch 1631 | loss: 0.0312028 | val_loss: 0.0311948 | Time: 2798.08 ms [2021-09-08 02:33:10 main:574] : INFO : Epoch 1632 | loss: 0.0312023 | val_loss: 0.031196 | Time: 2900.14 ms [2021-09-08 02:33:13 main:574] : INFO : Epoch 1633 | loss: 0.0312018 | val_loss: 0.0311948 | Time: 2849.87 ms [2021-09-08 02:33:16 main:574] : INFO : Epoch 1634 | loss: 0.0312011 | val_loss: 0.0311989 | Time: 2875.54 ms [2021-09-08 02:33:19 main:574] : INFO : Epoch 1635 | loss: 0.0312064 | val_loss: 0.0312051 | Time: 2921.12 ms [2021-09-08 02:33:22 main:574] : INFO : Epoch 1636 | loss: 0.0312057 | val_loss: 0.0311959 | Time: 3038.63 ms [2021-09-08 02:33:25 main:574] : INFO : Epoch 1637 | loss: 0.0312016 | val_loss: 0.0311951 | Time: 2913.7 ms [2021-09-08 02:33:28 main:574] : INFO : Epoch 1638 | loss: 0.0312032 | val_loss: 0.0311992 | Time: 2806.79 ms [2021-09-08 02:33:31 main:574] : INFO : Epoch 1639 | loss: 0.0312028 | val_loss: 0.0311974 | Time: 2870.22 ms [2021-09-08 02:33:34 main:574] : INFO : Epoch 1640 | loss: 0.031202 | val_loss: 0.0311953 | Time: 2907.86 ms [2021-09-08 02:33:37 main:574] : INFO : Epoch 1641 | loss: 0.031201 | val_loss: 0.0311968 | Time: 2703.49 ms [2021-09-08 02:33:39 main:574] : INFO : Epoch 1642 | loss: 0.031202 | val_loss: 0.0311953 | Time: 2816.58 ms [2021-09-08 02:33:42 main:574] : INFO : Epoch 1643 | loss: 0.0312026 | val_loss: 0.0311953 | Time: 2871.87 ms [2021-09-08 02:33:45 main:574] : INFO : Epoch 1644 | loss: 0.0312022 | val_loss: 0.0311952 | Time: 3070.82 ms [2021-09-08 02:33:48 main:574] : INFO : Epoch 1645 | loss: 0.0312019 | val_loss: 0.0311954 | Time: 2721.61 ms [2021-09-08 02:33:51 main:574] : INFO : Epoch 1646 | loss: 0.031202 | val_loss: 0.0311961 | Time: 2993.7 ms [2021-09-08 02:33:54 main:574] : INFO : Epoch 1647 | loss: 0.0312017 | val_loss: 0.0311958 | Time: 2924.94 ms [2021-09-08 02:33:57 main:574] : INFO : Epoch 1648 | loss: 0.0312018 | val_loss: 0.0312015 | Time: 3165.71 ms [2021-09-08 02:34:01 main:574] : INFO : Epoch 1649 | loss: 0.0312037 | val_loss: 0.0311983 | Time: 3002.75 ms [2021-09-08 02:34:03 main:574] : INFO : Epoch 1650 | loss: 0.0312018 | val_loss: 0.0311949 | Time: 2870.25 ms [2021-09-08 02:34:06 main:574] : INFO : Epoch 1651 | loss: 0.0312011 | val_loss: 0.0311971 | Time: 2680.97 ms [2021-09-08 02:34:09 main:574] : INFO : Epoch 1652 | loss: 0.031205 | val_loss: 0.0312037 | Time: 2934.62 ms [2021-09-08 02:34:12 main:574] : INFO : Epoch 1653 | loss: 0.0312068 | val_loss: 0.0312014 | Time: 3034.94 ms [2021-09-08 02:34:15 main:574] : INFO : Epoch 1654 | loss: 0.031204 | val_loss: 0.0311945 | Time: 2926.83 ms [2021-09-08 02:34:18 main:574] : INFO : Epoch 1655 | loss: 0.0312049 | val_loss: 0.0311956 | Time: 2723.08 ms [2021-09-08 02:34:21 main:574] : INFO : Epoch 1656 | loss: 0.0312014 | val_loss: 0.0311947 | Time: 2795.97 ms [2021-09-08 02:34:24 main:574] : INFO : Epoch 1657 | loss: 0.0312026 | val_loss: 0.0311964 | Time: 2738.59 ms [2021-09-08 02:34:27 main:574] : INFO : Epoch 1658 | loss: 0.031202 | val_loss: 0.0311954 | Time: 2823.91 ms [2021-09-08 02:34:30 main:574] : INFO : Epoch 1659 | loss: 0.0312021 | val_loss: 0.0311996 | Time: 3104.29 ms [2021-09-08 02:34:33 main:574] : INFO : Epoch 1660 | loss: 0.0312026 | val_loss: 0.0311948 | Time: 3329.57 ms [2021-09-08 02:34:36 main:574] : INFO : Epoch 1661 | loss: 0.0312009 | val_loss: 0.0311997 | Time: 3005.31 ms [2021-09-08 02:34:39 main:574] : INFO : Epoch 1662 | loss: 0.0312018 | val_loss: 0.0311969 | Time: 2768.23 ms [2021-09-08 02:34:43 main:574] : INFO : Epoch 1663 | loss: 0.0312011 | val_loss: 0.0311949 | Time: 3395.46 ms [2021-09-08 02:34:46 main:574] : INFO : Epoch 1664 | loss: 0.0312013 | val_loss: 0.0311951 | Time: 3336.22 ms [2021-09-08 02:34:49 main:574] : INFO : Epoch 1665 | loss: 0.0312031 | val_loss: 0.0312009 | Time: 3025.04 ms [2021-09-08 02:34:52 main:574] : INFO : Epoch 1666 | loss: 0.0312027 | val_loss: 0.0311948 | Time: 2936.81 ms [2021-09-08 02:34:55 main:574] : INFO : Epoch 1667 | loss: 0.031202 | val_loss: 0.0311996 | Time: 2674.72 ms [2021-09-08 02:34:58 main:574] : INFO : Epoch 1668 | loss: 0.0312035 | val_loss: 0.0311997 | Time: 2984 ms [2021-09-08 02:35:01 main:574] : INFO : Epoch 1669 | loss: 0.0312047 | val_loss: 0.0311972 | Time: 2960.67 ms [2021-09-08 02:35:04 main:574] : INFO : Epoch 1670 | loss: 0.0312022 | val_loss: 0.031195 | Time: 3131.78 ms [2021-09-08 02:35:07 main:574] : INFO : Epoch 1671 | loss: 0.0312055 | val_loss: 0.0312085 | Time: 2889.12 ms [2021-09-08 02:35:10 main:574] : INFO : Epoch 1672 | loss: 0.0312036 | val_loss: 0.0311959 | Time: 3068.94 ms [2021-09-08 02:35:13 main:574] : INFO : Epoch 1673 | loss: 0.0312009 | val_loss: 0.0311951 | Time: 2845.74 ms [2021-09-08 02:35:16 main:574] : INFO : Epoch 1674 | loss: 0.0312032 | val_loss: 0.0312 | Time: 2875.8 ms [2021-09-08 02:35:19 main:574] : INFO : Epoch 1675 | loss: 0.0312058 | val_loss: 0.0311957 | Time: 3138.94 ms [2021-09-08 02:35:22 main:574] : INFO : Epoch 1676 | loss: 0.0312015 | val_loss: 0.0311975 | Time: 2858.09 ms [2021-09-08 02:35:25 main:574] : INFO : Epoch 1677 | loss: 0.031204 | val_loss: 0.0311998 | Time: 2950.93 ms [2021-09-08 02:35:28 main:574] : INFO : Epoch 1678 | loss: 0.0312046 | val_loss: 0.0312037 | Time: 2732.9 ms [2021-09-08 02:35:31 main:574] : INFO : Epoch 1679 | loss: 0.0312117 | val_loss: 0.0311956 | Time: 2823.89 ms [2021-09-08 02:35:34 main:574] : INFO : Epoch 1680 | loss: 0.031203 | val_loss: 0.0311952 | Time: 2874.2 ms [2021-09-08 02:35:37 main:574] : INFO : Epoch 1681 | loss: 0.0312006 | val_loss: 0.031199 | Time: 2792.74 ms [2021-09-08 02:35:40 main:574] : INFO : Epoch 1682 | loss: 0.0312018 | val_loss: 0.0311949 | Time: 2936.85 ms [2021-09-08 02:35:43 main:574] : INFO : Epoch 1683 | loss: 0.0312001 | val_loss: 0.0311946 | Time: 3241.73 ms [2021-09-08 02:35:46 main:574] : INFO : Epoch 1684 | loss: 0.0312 | val_loss: 0.0311957 | Time: 3103.64 ms [2021-09-08 02:35:49 main:574] : INFO : Epoch 1685 | loss: 0.0312008 | val_loss: 0.0311985 | Time: 3140.66 ms [2021-09-08 02:35:53 main:574] : INFO : Epoch 1686 | loss: 0.0312006 | val_loss: 0.0311942 | Time: 3221.86 ms [2021-09-08 02:35:56 main:574] : INFO : Epoch 1687 | loss: 0.0311996 | val_loss: 0.0311952 | Time: 3199.63 ms [2021-09-08 02:35:59 main:574] : INFO : Epoch 1688 | loss: 0.0312003 | val_loss: 0.0311964 | Time: 3128.38 ms [2021-09-08 02:36:02 main:574] : INFO : Epoch 1689 | loss: 0.0312016 | val_loss: 0.0311973 | Time: 2839.7 ms [2021-09-08 02:36:05 main:574] : INFO : Epoch 1690 | loss: 0.0312014 | val_loss: 0.0311951 | Time: 2971.47 ms [2021-09-08 02:36:08 main:574] : INFO : Epoch 1691 | loss: 0.0312007 | val_loss: 0.0311953 | Time: 2855.57 ms [2021-09-08 02:36:11 main:574] : INFO : Epoch 1692 | loss: 0.0312004 | val_loss: 0.031195 | Time: 3170.85 ms [2021-09-08 02:36:14 main:574] : INFO : Epoch 1693 | loss: 0.0312025 | val_loss: 0.0311964 | Time: 2811.42 ms [2021-09-08 02:36:17 main:574] : INFO : Epoch 1694 | loss: 0.0312023 | val_loss: 0.0311938 | Time: 2903.97 ms [2021-09-08 02:36:20 main:574] : INFO : Epoch 1695 | loss: 0.0312021 | val_loss: 0.0311943 | Time: 2949.59 ms [2021-09-08 02:36:23 main:574] : INFO : Epoch 1696 | loss: 0.0312058 | val_loss: 0.0311975 | Time: 2801.84 ms [2021-09-08 02:36:26 main:574] : INFO : Epoch 1697 | loss: 0.031204 | val_loss: 0.0311966 | Time: 2923.47 ms [2021-09-08 02:36:30 main:574] : INFO : Epoch 1698 | loss: 0.0312039 | val_loss: 0.0311989 | Time: 3432.18 ms [2021-09-08 02:36:32 main:574] : INFO : Epoch 1699 | loss: 0.0312025 | val_loss: 0.0311955 | Time: 2811.2 ms [2021-09-08 02:36:35 main:574] : INFO : Epoch 1700 | loss: 0.0312007 | val_loss: 0.0311943 | Time: 2811.04 ms [2021-09-08 02:36:38 main:574] : INFO : Epoch 1701 | loss: 0.0312013 | val_loss: 0.0311956 | Time: 2702.14 ms [2021-09-08 02:36:41 main:574] : INFO : Epoch 1702 | loss: 0.0311999 | val_loss: 0.0311941 | Time: 2746.85 ms [2021-09-08 02:36:44 main:574] : INFO : Epoch 1703 | loss: 0.0312009 | val_loss: 0.031195 | Time: 2739.08 ms [2021-09-08 02:36:47 main:574] : INFO : Epoch 1704 | loss: 0.0311998 | val_loss: 0.0311958 | Time: 3053.61 ms [2021-09-08 02:36:50 main:574] : INFO : Epoch 1705 | loss: 0.0312 | val_loss: 0.0311955 | Time: 3082.48 ms [2021-09-08 02:36:53 main:574] : INFO : Epoch 1706 | loss: 0.0312006 | val_loss: 0.0311952 | Time: 3104.92 ms [2021-09-08 02:36:56 main:574] : INFO : Epoch 1707 | loss: 0.0312008 | val_loss: 0.0311946 | Time: 2850.75 ms [2021-09-08 02:36:59 main:574] : INFO : Epoch 1708 | loss: 0.0312024 | val_loss: 0.0311976 | Time: 2711.51 ms [2021-09-08 02:37:02 main:574] : INFO : Epoch 1709 | loss: 0.031202 | val_loss: 0.0312025 | Time: 2742.87 ms [2021-09-08 02:37:04 main:574] : INFO : Epoch 1710 | loss: 0.0312005 | val_loss: 0.031196 | Time: 2872.92 ms [2021-09-08 02:37:07 main:574] : INFO : Epoch 1711 | loss: 0.0312004 | val_loss: 0.0311979 | Time: 2777.92 ms [2021-09-08 02:37:10 main:574] : INFO : Epoch 1712 | loss: 0.031203 | val_loss: 0.0311996 | Time: 3099.42 ms [2021-09-08 02:37:13 main:574] : INFO : Epoch 1713 | loss: 0.0312054 | val_loss: 0.0311971 | Time: 2992.84 ms [2021-09-08 02:37:16 main:574] : INFO : Epoch 1714 | loss: 0.0312002 | val_loss: 0.0311947 | Time: 2868.09 ms [2021-09-08 02:37:19 main:574] : INFO : Epoch 1715 | loss: 0.0311996 | val_loss: 0.0311961 | Time: 3114.5 ms [2021-09-08 02:37:23 main:574] : INFO : Epoch 1716 | loss: 0.0312035 | val_loss: 0.0311946 | Time: 3145.98 ms [2021-09-08 02:37:26 main:574] : INFO : Epoch 1717 | loss: 0.0312021 | val_loss: 0.0311953 | Time: 3213.07 ms [2021-09-08 02:37:29 main:574] : INFO : Epoch 1718 | loss: 0.0312024 | val_loss: 0.0311989 | Time: 2909.82 ms [2021-09-08 02:37:32 main:574] : INFO : Epoch 1719 | loss: 0.0312039 | val_loss: 0.0311946 | Time: 2895.27 ms [2021-09-08 02:37:35 main:574] : INFO : Epoch 1720 | loss: 0.0312025 | val_loss: 0.0311947 | Time: 2938.77 ms [2021-09-08 02:37:38 main:574] : INFO : Epoch 1721 | loss: 0.0312 | val_loss: 0.0311954 | Time: 2916.83 ms [2021-09-08 02:37:41 main:574] : INFO : Epoch 1722 | loss: 0.0312017 | val_loss: 0.0311949 | Time: 3207.49 ms [2021-09-08 02:37:45 main:574] : INFO : Epoch 1723 | loss: 0.031202 | val_loss: 0.0311943 | Time: 3200.7 ms [2021-09-08 02:37:48 main:574] : INFO : Epoch 1724 | loss: 0.0312015 | val_loss: 0.0311952 | Time: 3072.75 ms [2021-09-08 02:37:51 main:574] : INFO : Epoch 1725 | loss: 0.0312022 | val_loss: 0.0311975 | Time: 2722.74 ms [2021-09-08 02:37:53 main:574] : INFO : Epoch 1726 | loss: 0.0312048 | val_loss: 0.031197 | Time: 2751.8 ms [2021-09-08 02:37:56 main:574] : INFO : Epoch 1727 | loss: 0.0312012 | val_loss: 0.0311949 | Time: 2852.83 ms [2021-09-08 02:37:59 main:574] : INFO : Epoch 1728 | loss: 0.0312026 | val_loss: 0.031197 | Time: 2843.62 ms [2021-09-08 02:38:03 main:574] : INFO : Epoch 1729 | loss: 0.0312009 | val_loss: 0.0311959 | Time: 2919.83 ms [2021-09-08 02:38:06 main:574] : INFO : Epoch 1730 | loss: 0.0312019 | val_loss: 0.0311997 | Time: 2878.9 ms [2021-09-08 02:38:09 main:574] : INFO : Epoch 1731 | loss: 0.0312025 | val_loss: 0.0311972 | Time: 3391.17 ms [2021-09-08 02:38:12 main:574] : INFO : Epoch 1732 | loss: 0.0312023 | val_loss: 0.0312055 | Time: 2879.73 ms [2021-09-08 02:38:16 main:574] : INFO : Epoch 1733 | loss: 0.0312101 | val_loss: 0.031204 | Time: 3408.91 ms [2021-09-08 02:38:19 main:574] : INFO : Epoch 1734 | loss: 0.0312093 | val_loss: 0.0312012 | Time: 2768.16 ms [2021-09-08 02:38:21 main:574] : INFO : Epoch 1735 | loss: 0.0312036 | val_loss: 0.0311984 | Time: 2805.98 ms [2021-09-08 02:38:24 main:574] : INFO : Epoch 1736 | loss: 0.031202 | val_loss: 0.0312067 | Time: 2771.74 ms [2021-09-08 02:38:27 main:574] : INFO : Epoch 1737 | loss: 0.031203 | val_loss: 0.0312021 | Time: 2790.62 ms [2021-09-08 02:38:30 main:574] : INFO : Epoch 1738 | loss: 0.0312015 | val_loss: 0.0311968 | Time: 2850.63 ms [2021-09-08 02:38:33 main:574] : INFO : Epoch 1739 | loss: 0.0312012 | val_loss: 0.0311991 | Time: 2805.19 ms [2021-09-08 02:38:36 main:574] : INFO : Epoch 1740 | loss: 0.031201 | val_loss: 0.0312015 | Time: 2664.26 ms [2021-09-08 02:38:39 main:574] : INFO : Epoch 1741 | loss: 0.0312025 | val_loss: 0.0311986 | Time: 2780.09 ms [2021-09-08 02:38:42 main:574] : INFO : Epoch 1742 | loss: 0.0312019 | val_loss: 0.031196 | Time: 3757.76 ms [2021-09-08 02:38:45 main:574] : INFO : Epoch 1743 | loss: 0.0312008 | val_loss: 0.0311969 | Time: 2937.96 ms [2021-09-08 02:38:48 main:574] : INFO : Epoch 1744 | loss: 0.0312005 | val_loss: 0.031196 | Time: 2824.32 ms [2021-09-08 02:38:51 main:574] : INFO : Epoch 1745 | loss: 0.0311998 | val_loss: 0.0311972 | Time: 3220.79 ms [2021-09-08 02:38:55 main:574] : INFO : Epoch 1746 | loss: 0.0311997 | val_loss: 0.0311978 | Time: 2970.99 ms [2021-09-08 02:38:57 main:574] : INFO : Epoch 1747 | loss: 0.0312021 | val_loss: 0.0311977 | Time: 2841.15 ms [2021-09-08 02:39:01 main:574] : INFO : Epoch 1748 | loss: 0.0312006 | val_loss: 0.0311983 | Time: 3119.29 ms [2021-09-08 02:39:04 main:574] : INFO : Epoch 1749 | loss: 0.0312023 | val_loss: 0.0311987 | Time: 2982.07 ms [2021-09-08 02:39:07 main:574] : INFO : Epoch 1750 | loss: 0.0312007 | val_loss: 0.0311975 | Time: 2862.77 ms [2021-09-08 02:39:10 main:574] : INFO : Epoch 1751 | loss: 0.0312023 | val_loss: 0.0311984 | Time: 3179.74 ms [2021-09-08 02:39:13 main:574] : INFO : Epoch 1752 | loss: 0.0312005 | val_loss: 0.0311992 | Time: 2941.24 ms [2021-09-08 02:39:16 main:574] : INFO : Epoch 1753 | loss: 0.0312047 | val_loss: 0.0312082 | Time: 2883.24 ms [2021-09-08 02:39:19 main:574] : INFO : Epoch 1754 | loss: 0.0312083 | val_loss: 0.0311974 | Time: 3301.9 ms [2021-09-08 02:39:22 main:574] : INFO : Epoch 1755 | loss: 0.0312027 | val_loss: 0.0311963 | Time: 2901.51 ms [2021-09-08 02:39:25 main:574] : INFO : Epoch 1756 | loss: 0.0312007 | val_loss: 0.0311959 | Time: 2910.73 ms [2021-09-08 02:39:28 main:574] : INFO : Epoch 1757 | loss: 0.0312029 | val_loss: 0.0311991 | Time: 3036.2 ms [2021-09-08 02:39:31 main:574] : INFO : Epoch 1758 | loss: 0.031204 | val_loss: 0.0312011 | Time: 2865.99 ms [2021-09-08 02:39:34 main:574] : INFO : Epoch 1759 | loss: 0.0312031 | val_loss: 0.0311949 | Time: 2996.89 ms [2021-09-08 02:39:37 main:574] : INFO : Epoch 1760 | loss: 0.0312007 | val_loss: 0.031197 | Time: 2932.66 ms [2021-09-08 02:39:40 main:574] : INFO : Epoch 1761 | loss: 0.0312036 | val_loss: 0.0311961 | Time: 2913.29 ms [2021-09-08 02:39:43 main:574] : INFO : Epoch 1762 | loss: 0.0312008 | val_loss: 0.0311967 | Time: 2893.43 ms [2021-09-08 02:39:46 main:574] : INFO : Epoch 1763 | loss: 0.031201 | val_loss: 0.0311948 | Time: 2978.6 ms [2021-09-08 02:39:49 main:574] : INFO : Epoch 1764 | loss: 0.0312007 | val_loss: 0.0311953 | Time: 2739.19 ms [2021-09-08 02:39:52 main:574] : INFO : Epoch 1765 | loss: 0.0312012 | val_loss: 0.0311948 | Time: 3014.8 ms [2021-09-08 02:39:55 main:574] : INFO : Epoch 1766 | loss: 0.0311995 | val_loss: 0.0311982 | Time: 3048.07 ms [2021-09-08 02:39:58 main:574] : INFO : Epoch 1767 | loss: 0.0312004 | val_loss: 0.0311964 | Time: 2845.33 ms [2021-09-08 02:40:01 main:574] : INFO : Epoch 1768 | loss: 0.0312004 | val_loss: 0.0311972 | Time: 2911.3 ms [2021-09-08 02:40:04 main:574] : INFO : Epoch 1769 | loss: 0.0312019 | val_loss: 0.0311989 | Time: 2715.92 ms [2021-09-08 02:40:06 main:574] : INFO : Epoch 1770 | loss: 0.0312041 | val_loss: 0.0311971 | Time: 2778.72 ms [2021-09-08 02:40:09 main:574] : INFO : Epoch 1771 | loss: 0.0312007 | val_loss: 0.0311944 | Time: 2716.26 ms [2021-09-08 02:40:12 main:574] : INFO : Epoch 1772 | loss: 0.0312003 | val_loss: 0.0311988 | Time: 2947.24 ms [2021-09-08 02:40:15 main:574] : INFO : Epoch 1773 | loss: 0.0312011 | val_loss: 0.031195 | Time: 2886.23 ms [2021-09-08 02:40:18 main:574] : INFO : Epoch 1774 | loss: 0.0312021 | val_loss: 0.0311963 | Time: 2930.06 ms [2021-09-08 02:40:21 main:574] : INFO : Epoch 1775 | loss: 0.0312028 | val_loss: 0.0311948 | Time: 3078.67 ms [2021-09-08 02:40:24 main:574] : INFO : Epoch 1776 | loss: 0.0312018 | val_loss: 0.031198 | Time: 2981.72 ms [2021-09-08 02:40:27 main:574] : INFO : Epoch 1777 | loss: 0.0312009 | val_loss: 0.0311936 | Time: 2654.66 ms [2021-09-08 02:40:30 main:574] : INFO : Epoch 1778 | loss: 0.0312019 | val_loss: 0.0311966 | Time: 2779.29 ms [2021-09-08 02:40:33 main:574] : INFO : Epoch 1779 | loss: 0.0312002 | val_loss: 0.0311941 | Time: 2940.18 ms [2021-09-08 02:40:36 main:574] : INFO : Epoch 1780 | loss: 0.0312013 | val_loss: 0.0311976 | Time: 2891.37 ms [2021-09-08 02:40:39 main:574] : INFO : Epoch 1781 | loss: 0.0312009 | val_loss: 0.031194 | Time: 3010.62 ms [2021-09-08 02:40:42 main:574] : INFO : Epoch 1782 | loss: 0.0312004 | val_loss: 0.0311941 | Time: 2891.01 ms [2021-09-08 02:40:44 main:574] : INFO : Epoch 1783 | loss: 0.0312039 | val_loss: 0.0311992 | Time: 2792.64 ms [2021-09-08 02:40:48 main:574] : INFO : Epoch 1784 | loss: 0.031203 | val_loss: 0.0311937 | Time: 2930.21 ms [2021-09-08 02:40:51 main:574] : INFO : Epoch 1785 | loss: 0.0311997 | val_loss: 0.0311957 | Time: 2937.6 ms [2021-09-08 02:40:54 main:574] : INFO : Epoch 1786 | loss: 0.0311996 | val_loss: 0.0311956 | Time: 2993.1 ms [2021-09-08 02:40:56 main:574] : INFO : Epoch 1787 | loss: 0.0312018 | val_loss: 0.0311932 | Time: 2821.56 ms [2021-09-08 02:40:59 main:574] : INFO : Epoch 1788 | loss: 0.0312039 | val_loss: 0.0312155 | Time: 2873.44 ms [2021-09-08 02:41:02 main:574] : INFO : Epoch 1789 | loss: 0.0312144 | val_loss: 0.0312067 | Time: 2956.65 ms [2021-09-08 02:41:05 main:574] : INFO : Epoch 1790 | loss: 0.0312061 | val_loss: 0.0311948 | Time: 2865.81 ms [2021-09-08 02:41:08 main:574] : INFO : Epoch 1791 | loss: 0.0312007 | val_loss: 0.0311955 | Time: 2694.15 ms [2021-09-08 02:41:11 main:574] : INFO : Epoch 1792 | loss: 0.0312016 | val_loss: 0.0311934 | Time: 2869.75 ms [2021-09-08 02:41:14 main:574] : INFO : Epoch 1793 | loss: 0.0312004 | val_loss: 0.0311961 | Time: 2874.54 ms [2021-09-08 02:41:17 main:574] : INFO : Epoch 1794 | loss: 0.0311994 | val_loss: 0.0311953 | Time: 2889.98 ms [2021-09-08 02:41:20 main:574] : INFO : Epoch 1795 | loss: 0.0312004 | val_loss: 0.0311958 | Time: 3028.92 ms [2021-09-08 02:41:23 main:574] : INFO : Epoch 1796 | loss: 0.0311996 | val_loss: 0.031194 | Time: 2829.86 ms [2021-09-08 02:41:26 main:574] : INFO : Epoch 1797 | loss: 0.0311997 | val_loss: 0.0311941 | Time: 2765.1 ms [2021-09-08 02:41:28 main:574] : INFO : Epoch 1798 | loss: 0.0311991 | val_loss: 0.0311935 | Time: 2810.73 ms [2021-09-08 02:41:31 main:574] : INFO : Epoch 1799 | loss: 0.0312017 | val_loss: 0.0311953 | Time: 2974.18 ms [2021-09-08 02:41:35 main:574] : INFO : Epoch 1800 | loss: 0.0312034 | val_loss: 0.0312031 | Time: 3259.97 ms [2021-09-08 02:41:38 main:574] : INFO : Epoch 1801 | loss: 0.0312025 | val_loss: 0.0311936 | Time: 2763.52 ms [2021-09-08 02:41:40 main:574] : INFO : Epoch 1802 | loss: 0.031199 | val_loss: 0.0311948 | Time: 2875.13 ms [2021-09-08 02:41:44 main:574] : INFO : Epoch 1803 | loss: 0.0312008 | val_loss: 0.031194 | Time: 3044.56 ms [2021-09-08 02:41:46 main:574] : INFO : Epoch 1804 | loss: 0.0312019 | val_loss: 0.0311997 | Time: 2803.24 ms [2021-09-08 02:41:50 main:574] : INFO : Epoch 1805 | loss: 0.0312011 | val_loss: 0.0311971 | Time: 3061.89 ms [2021-09-08 02:41:52 main:574] : INFO : Epoch 1806 | loss: 0.0311996 | val_loss: 0.0311949 | Time: 2807.96 ms [2021-09-08 02:41:56 main:574] : INFO : Epoch 1807 | loss: 0.0311992 | val_loss: 0.031195 | Time: 3132.97 ms [2021-09-08 02:41:58 main:574] : INFO : Epoch 1808 | loss: 0.0311997 | val_loss: 0.0311984 | Time: 2801.89 ms [2021-09-08 02:42:02 main:574] : INFO : Epoch 1809 | loss: 0.0312014 | val_loss: 0.0311965 | Time: 3115.83 ms [2021-09-08 02:42:04 main:574] : INFO : Epoch 1810 | loss: 0.0312009 | val_loss: 0.0311958 | Time: 2681.53 ms [2021-09-08 02:42:07 main:574] : INFO : Epoch 1811 | loss: 0.0311996 | val_loss: 0.0311936 | Time: 2717.28 ms [2021-09-08 02:42:10 main:574] : INFO : Epoch 1812 | loss: 0.0312004 | val_loss: 0.031195 | Time: 2898.72 ms [2021-09-08 02:42:13 main:574] : INFO : Epoch 1813 | loss: 0.0312012 | val_loss: 0.0312027 | Time: 3287.25 ms [2021-09-08 02:42:16 main:574] : INFO : Epoch 1814 | loss: 0.0311994 | val_loss: 0.031194 | Time: 2831.1 ms [2021-09-08 02:42:19 main:574] : INFO : Epoch 1815 | loss: 0.0311984 | val_loss: 0.031194 | Time: 3079.74 ms [2021-09-08 02:42:22 main:574] : INFO : Epoch 1816 | loss: 0.0312002 | val_loss: 0.0311955 | Time: 2970.94 ms [2021-09-08 02:42:26 main:574] : INFO : Epoch 1817 | loss: 0.0311988 | val_loss: 0.0311956 | Time: 3100.72 ms [2021-09-08 02:42:29 main:574] : INFO : Epoch 1818 | loss: 0.0311986 | val_loss: 0.0312002 | Time: 2944.14 ms [2021-09-08 02:42:32 main:574] : INFO : Epoch 1819 | loss: 0.0312004 | val_loss: 0.031195 | Time: 3333.23 ms [2021-09-08 02:42:35 main:574] : INFO : Epoch 1820 | loss: 0.031201 | val_loss: 0.0311982 | Time: 3332.02 ms [2021-09-08 02:42:39 main:574] : INFO : Epoch 1821 | loss: 0.0312084 | val_loss: 0.0311959 | Time: 3314.38 ms [2021-09-08 02:42:42 main:574] : INFO : Epoch 1822 | loss: 0.0312038 | val_loss: 0.0311968 | Time: 3139.1 ms [2021-09-08 02:42:45 main:574] : INFO : Epoch 1823 | loss: 0.0312036 | val_loss: 0.0312018 | Time: 3089.27 ms [2021-09-08 02:42:48 main:574] : INFO : Epoch 1824 | loss: 0.0312043 | val_loss: 0.0311956 | Time: 3307.11 ms [2021-09-08 02:42:53 main:574] : INFO : Epoch 1825 | loss: 0.0311999 | val_loss: 0.0311937 | Time: 4876.29 ms [2021-09-08 02:42:57 main:574] : INFO : Epoch 1826 | loss: 0.0311988 | val_loss: 0.0311935 | Time: 3290.82 ms [2021-09-08 02:43:00 main:574] : INFO : Epoch 1827 | loss: 0.0311995 | val_loss: 0.0311941 | Time: 3128.64 ms [2021-09-08 02:43:04 main:574] : INFO : Epoch 1828 | loss: 0.0312 | val_loss: 0.031194 | Time: 3483.52 ms [2021-09-08 02:43:07 main:574] : INFO : Epoch 1829 | loss: 0.0312013 | val_loss: 0.0311923 | Time: 3440.17 ms [2021-09-08 02:43:11 main:574] : INFO : Epoch 1830 | loss: 0.0311981 | val_loss: 0.0311936 | Time: 3862.2 ms [2021-09-08 02:43:14 main:574] : INFO : Epoch 1831 | loss: 0.031199 | val_loss: 0.0311935 | Time: 3359.14 ms [2021-09-08 02:43:17 main:574] : INFO : Epoch 1832 | loss: 0.0312007 | val_loss: 0.0311939 | Time: 3169.33 ms [2021-09-08 02:43:22 main:574] : INFO : Epoch 1833 | loss: 0.0311992 | val_loss: 0.031198 | Time: 4043.71 ms [2021-09-08 02:43:25 main:574] : INFO : Epoch 1834 | loss: 0.0311986 | val_loss: 0.0311927 | Time: 3168.55 ms [2021-09-08 02:43:28 main:574] : INFO : Epoch 1835 | loss: 0.0311995 | val_loss: 0.0311934 | Time: 2961.97 ms [2021-09-08 02:43:31 main:574] : INFO : Epoch 1836 | loss: 0.0311997 | val_loss: 0.0311949 | Time: 2886.27 ms [2021-09-08 02:43:34 main:574] : INFO : Epoch 1837 | loss: 0.0312032 | val_loss: 0.031199 | Time: 2973.28 ms [2021-09-08 02:43:37 main:574] : INFO : Epoch 1838 | loss: 0.0312076 | val_loss: 0.0311939 | Time: 3020.27 ms [2021-09-08 02:43:40 main:574] : INFO : Epoch 1839 | loss: 0.0311994 | val_loss: 0.0311936 | Time: 2929.43 ms [2021-09-08 02:43:43 main:574] : INFO : Epoch 1840 | loss: 0.0312026 | val_loss: 0.0311956 | Time: 2860.78 ms [2021-09-08 02:43:46 main:574] : INFO : Epoch 1841 | loss: 0.0312002 | val_loss: 0.0311928 | Time: 2869.8 ms [2021-09-08 02:43:49 main:574] : INFO : Epoch 1842 | loss: 0.0311984 | val_loss: 0.0311947 | Time: 2740.52 ms [2021-09-08 02:43:52 main:574] : INFO : Epoch 1843 | loss: 0.031198 | val_loss: 0.0311954 | Time: 2880.1 ms [2021-09-08 02:43:55 main:574] : INFO : Epoch 1844 | loss: 0.0311986 | val_loss: 0.0311927 | Time: 2967.12 ms [2021-09-08 02:43:58 main:574] : INFO : Epoch 1845 | loss: 0.0311988 | val_loss: 0.0311932 | Time: 2756.49 ms [2021-09-08 02:44:01 main:574] : INFO : Epoch 1846 | loss: 0.0311979 | val_loss: 0.0311928 | Time: 2726.4 ms [2021-09-08 02:44:03 main:574] : INFO : Epoch 1847 | loss: 0.0311981 | val_loss: 0.0312013 | Time: 2851.4 ms [2021-09-08 02:44:07 main:574] : INFO : Epoch 1848 | loss: 0.0311988 | val_loss: 0.0311931 | Time: 3124.27 ms [2021-09-08 02:44:09 main:574] : INFO : Epoch 1849 | loss: 0.0311988 | val_loss: 0.0311975 | Time: 2787.07 ms [2021-09-08 02:44:12 main:574] : INFO : Epoch 1850 | loss: 0.0311972 | val_loss: 0.031192 | Time: 2976.38 ms [2021-09-08 02:44:15 main:574] : INFO : Epoch 1851 | loss: 0.0311994 | val_loss: 0.0312024 | Time: 2830.34 ms [2021-09-08 02:44:18 main:574] : INFO : Epoch 1852 | loss: 0.0312007 | val_loss: 0.0311964 | Time: 2852.53 ms [2021-09-08 02:44:22 main:574] : INFO : Epoch 1853 | loss: 0.0312008 | val_loss: 0.0311975 | Time: 3091.5 ms [2021-09-08 02:44:24 main:574] : INFO : Epoch 1854 | loss: 0.0311994 | val_loss: 0.031194 | Time: 2911.15 ms [2021-09-08 02:44:27 main:574] : INFO : Epoch 1855 | loss: 0.0311981 | val_loss: 0.0311937 | Time: 2758.25 ms [2021-09-08 02:44:30 main:574] : INFO : Epoch 1856 | loss: 0.0311981 | val_loss: 0.0311941 | Time: 2960.85 ms [2021-09-08 02:44:34 main:574] : INFO : Epoch 1857 | loss: 0.0311996 | val_loss: 0.0311928 | Time: 3465.56 ms [2021-09-08 02:44:36 main:574] : INFO : Epoch 1858 | loss: 0.0311992 | val_loss: 0.0311942 | Time: 2643.46 ms [2021-09-08 02:44:39 main:574] : INFO : Epoch 1859 | loss: 0.031199 | val_loss: 0.0311939 | Time: 2775.84 ms [2021-09-08 02:44:42 main:574] : INFO : Epoch 1860 | loss: 0.0312015 | val_loss: 0.0311936 | Time: 2999.48 ms [2021-09-08 02:44:45 main:574] : INFO : Epoch 1861 | loss: 0.0311989 | val_loss: 0.0311917 | Time: 3115.42 ms [2021-09-08 02:44:49 main:574] : INFO : Epoch 1862 | loss: 0.0311977 | val_loss: 0.0311942 | Time: 3044.15 ms [2021-09-08 02:44:52 main:574] : INFO : Epoch 1863 | loss: 0.0311981 | val_loss: 0.0311926 | Time: 2975.8 ms [2021-09-08 02:44:55 main:574] : INFO : Epoch 1864 | loss: 0.0311993 | val_loss: 0.0311923 | Time: 3103.35 ms [2021-09-08 02:44:58 main:574] : INFO : Epoch 1865 | loss: 0.031198 | val_loss: 0.0311929 | Time: 2806.1 ms [2021-09-08 02:45:00 main:574] : INFO : Epoch 1866 | loss: 0.0311986 | val_loss: 0.0311938 | Time: 2943.89 ms [2021-09-08 02:45:03 main:574] : INFO : Epoch 1867 | loss: 0.0311982 | val_loss: 0.0311955 | Time: 2886.37 ms [2021-09-08 02:45:06 main:574] : INFO : Epoch 1868 | loss: 0.0311995 | val_loss: 0.0311937 | Time: 2842.27 ms [2021-09-08 02:45:09 main:574] : INFO : Epoch 1869 | loss: 0.0311977 | val_loss: 0.0311928 | Time: 3058.21 ms [2021-09-08 02:45:12 main:574] : INFO : Epoch 1870 | loss: 0.0311987 | val_loss: 0.0311952 | Time: 3010.92 ms [2021-09-08 02:45:15 main:574] : INFO : Epoch 1871 | loss: 0.0311976 | val_loss: 0.0311946 | Time: 2840.73 ms [2021-09-08 02:45:18 main:574] : INFO : Epoch 1872 | loss: 0.0311984 | val_loss: 0.0311934 | Time: 2766.48 ms [2021-09-08 02:45:21 main:574] : INFO : Epoch 1873 | loss: 0.0311971 | val_loss: 0.0311929 | Time: 2750.08 ms [2021-09-08 02:45:24 main:574] : INFO : Epoch 1874 | loss: 0.0311986 | val_loss: 0.0311944 | Time: 3149.8 ms [2021-09-08 02:45:27 main:574] : INFO : Epoch 1875 | loss: 0.0311987 | val_loss: 0.0311968 | Time: 2780.14 ms [2021-09-08 02:45:30 main:574] : INFO : Epoch 1876 | loss: 0.0311996 | val_loss: 0.0311946 | Time: 2683.86 ms [2021-09-08 02:45:33 main:574] : INFO : Epoch 1877 | loss: 0.0311995 | val_loss: 0.0311966 | Time: 2910 ms [2021-09-08 02:45:36 main:574] : INFO : Epoch 1878 | loss: 0.0311979 | val_loss: 0.0311933 | Time: 2920.13 ms [2021-09-08 02:45:38 main:574] : INFO : Epoch 1879 | loss: 0.0311985 | val_loss: 0.0311925 | Time: 2701.05 ms [2021-09-08 02:45:41 main:574] : INFO : Epoch 1880 | loss: 0.0311976 | val_loss: 0.0311926 | Time: 2744.77 ms [2021-09-08 02:45:44 main:574] : INFO : Epoch 1881 | loss: 0.0312018 | val_loss: 0.0311937 | Time: 3100.23 ms [2021-09-08 02:45:47 main:574] : INFO : Epoch 1882 | loss: 0.031199 | val_loss: 0.0311967 | Time: 2884.35 ms [2021-09-08 02:45:51 main:574] : INFO : Epoch 1883 | loss: 0.0312 | val_loss: 0.0311925 | Time: 3105.38 ms [2021-09-08 02:45:54 main:574] : INFO : Epoch 1884 | loss: 0.0312018 | val_loss: 0.031205 | Time: 3455.64 ms [2021-09-08 02:45:57 main:574] : INFO : Epoch 1885 | loss: 0.0312026 | val_loss: 0.0311979 | Time: 2902.17 ms [2021-09-08 02:46:00 main:574] : INFO : Epoch 1886 | loss: 0.0312037 | val_loss: 0.0311957 | Time: 3139.32 ms [2021-09-08 02:46:03 main:574] : INFO : Epoch 1887 | loss: 0.0312023 | val_loss: 0.0311955 | Time: 2857.18 ms [2021-09-08 02:46:06 main:574] : INFO : Epoch 1888 | loss: 0.0311993 | val_loss: 0.0311947 | Time: 2871.5 ms [2021-09-08 02:46:09 main:574] : INFO : Epoch 1889 | loss: 0.0311975 | val_loss: 0.0311911 | Time: 3057.68 ms [2021-09-08 02:46:12 main:574] : INFO : Epoch 1890 | loss: 0.0311967 | val_loss: 0.0311909 | Time: 2827.12 ms [2021-09-08 02:46:15 main:574] : INFO : Epoch 1891 | loss: 0.031198 | val_loss: 0.0311931 | Time: 2776.08 ms [2021-09-08 02:46:18 main:574] : INFO : Epoch 1892 | loss: 0.0312023 | val_loss: 0.0312072 | Time: 2840.54 ms [2021-09-08 02:46:21 main:574] : INFO : Epoch 1893 | loss: 0.0312025 | val_loss: 0.0311992 | Time: 3024.24 ms [2021-09-08 02:46:24 main:574] : INFO : Epoch 1894 | loss: 0.0311988 | val_loss: 0.0311927 | Time: 3178.69 ms [2021-09-08 02:46:27 main:574] : INFO : Epoch 1895 | loss: 0.0311966 | val_loss: 0.0311964 | Time: 2820.84 ms [2021-09-08 02:46:30 main:574] : INFO : Epoch 1896 | loss: 0.0311992 | val_loss: 0.0311933 | Time: 3546.74 ms [2021-09-08 02:46:33 main:574] : INFO : Epoch 1897 | loss: 0.0311972 | val_loss: 0.0311918 | Time: 2765.27 ms [2021-09-08 02:46:36 main:574] : INFO : Epoch 1898 | loss: 0.0311962 | val_loss: 0.0311912 | Time: 2742.33 ms [2021-09-08 02:46:39 main:574] : INFO : Epoch 1899 | loss: 0.0311967 | val_loss: 0.031196 | Time: 2803.57 ms [2021-09-08 02:46:42 main:574] : INFO : Epoch 1900 | loss: 0.0311978 | val_loss: 0.031191 | Time: 2780.87 ms [2021-09-08 02:46:45 main:574] : INFO : Epoch 1901 | loss: 0.0311964 | val_loss: 0.0311917 | Time: 3079.97 ms [2021-09-08 02:46:48 main:574] : INFO : Epoch 1902 | loss: 0.0311963 | val_loss: 0.0311931 | Time: 2839.92 ms [2021-09-08 02:46:51 main:574] : INFO : Epoch 1903 | loss: 0.0311961 | val_loss: 0.0311911 | Time: 2902.35 ms [2021-09-08 02:46:54 main:574] : INFO : Epoch 1904 | loss: 0.0311996 | val_loss: 0.0311992 | Time: 2928.22 ms [2021-09-08 02:46:57 main:574] : INFO : Epoch 1905 | loss: 0.0311997 | val_loss: 0.0311955 | Time: 3313.52 ms [2021-09-08 02:47:00 main:574] : INFO : Epoch 1906 | loss: 0.0311965 | val_loss: 0.0311904 | Time: 2784.7 ms [2021-09-08 02:47:03 main:574] : INFO : Epoch 1907 | loss: 0.0311986 | val_loss: 0.0312 | Time: 2718.97 ms [2021-09-08 02:47:06 main:574] : INFO : Epoch 1908 | loss: 0.0311986 | val_loss: 0.0311963 | Time: 2899.02 ms [2021-09-08 02:47:08 main:574] : INFO : Epoch 1909 | loss: 0.0311972 | val_loss: 0.0311915 | Time: 2874.64 ms [2021-09-08 02:47:11 main:574] : INFO : Epoch 1910 | loss: 0.0311993 | val_loss: 0.031199 | Time: 2769.1 ms [2021-09-08 02:47:15 main:574] : INFO : Epoch 1911 | loss: 0.0311992 | val_loss: 0.0311921 | Time: 3169.03 ms [2021-09-08 02:47:18 main:574] : INFO : Epoch 1912 | loss: 0.0312 | val_loss: 0.0311954 | Time: 3494.08 ms [2021-09-08 02:47:21 main:574] : INFO : Epoch 1913 | loss: 0.0311992 | val_loss: 0.0312016 | Time: 2951.36 ms [2021-09-08 02:47:24 main:574] : INFO : Epoch 1914 | loss: 0.0311969 | val_loss: 0.0311922 | Time: 2754.55 ms [2021-09-08 02:47:27 main:574] : INFO : Epoch 1915 | loss: 0.0311956 | val_loss: 0.0311908 | Time: 3083.64 ms [2021-09-08 02:47:30 main:574] : INFO : Epoch 1916 | loss: 0.0311959 | val_loss: 0.0311933 | Time: 3007.36 ms [2021-09-08 02:47:33 main:574] : INFO : Epoch 1917 | loss: 0.0311974 | val_loss: 0.0311925 | Time: 2973.82 ms [2021-09-08 02:47:36 main:574] : INFO : Epoch 1918 | loss: 0.0311971 | val_loss: 0.0311903 | Time: 2807.52 ms [2021-09-08 02:47:39 main:574] : INFO : Epoch 1919 | loss: 0.031196 | val_loss: 0.0311916 | Time: 2949.21 ms [2021-09-08 02:47:42 main:574] : INFO : Epoch 1920 | loss: 0.0311964 | val_loss: 0.0311967 | Time: 2859.12 ms [2021-09-08 02:47:45 main:574] : INFO : Epoch 1921 | loss: 0.0311981 | val_loss: 0.0311911 | Time: 2837.2 ms [2021-09-08 02:47:48 main:574] : INFO : Epoch 1922 | loss: 0.0311957 | val_loss: 0.0311914 | Time: 2768.59 ms [2021-09-08 02:47:51 main:574] : INFO : Epoch 1923 | loss: 0.0311958 | val_loss: 0.0311916 | Time: 2688.34 ms [2021-09-08 02:47:53 main:574] : INFO : Epoch 1924 | loss: 0.0311962 | val_loss: 0.0311909 | Time: 2610.47 ms [2021-09-08 02:47:57 main:574] : INFO : Epoch 1925 | loss: 0.031196 | val_loss: 0.0311912 | Time: 3612.89 ms [2021-09-08 02:48:00 main:574] : INFO : Epoch 1926 | loss: 0.0311968 | val_loss: 0.0311941 | Time: 2896.24 ms [2021-09-08 02:48:03 main:574] : INFO : Epoch 1927 | loss: 0.0311983 | val_loss: 0.0311929 | Time: 2962.15 ms [2021-09-08 02:48:06 main:574] : INFO : Epoch 1928 | loss: 0.0311979 | val_loss: 0.0311905 | Time: 2855.68 ms [2021-09-08 02:48:08 main:574] : INFO : Epoch 1929 | loss: 0.0311964 | val_loss: 0.0311906 | Time: 2661.57 ms [2021-09-08 02:48:11 main:574] : INFO : Epoch 1930 | loss: 0.0311984 | val_loss: 0.031194 | Time: 2776.12 ms [2021-09-08 02:48:14 main:574] : INFO : Epoch 1931 | loss: 0.0311972 | val_loss: 0.0311899 | Time: 2694.59 ms [2021-09-08 02:48:17 main:574] : INFO : Epoch 1932 | loss: 0.0311966 | val_loss: 0.0311907 | Time: 2754.95 ms [2021-09-08 02:48:20 main:574] : INFO : Epoch 1933 | loss: 0.0311959 | val_loss: 0.0311919 | Time: 2771.6 ms [2021-09-08 02:48:23 main:574] : INFO : Epoch 1934 | loss: 0.0311967 | val_loss: 0.0311896 | Time: 2988.44 ms [2021-09-08 02:48:26 main:574] : INFO : Epoch 1935 | loss: 0.031196 | val_loss: 0.0311923 | Time: 2912.54 ms [2021-09-08 02:48:29 main:574] : INFO : Epoch 1936 | loss: 0.031198 | val_loss: 0.031191 | Time: 2811.9 ms [2021-09-08 02:48:31 main:574] : INFO : Epoch 1937 | loss: 0.0311961 | val_loss: 0.03119 | Time: 2710.84 ms [2021-09-08 02:48:34 main:574] : INFO : Epoch 1938 | loss: 0.0311972 | val_loss: 0.0311921 | Time: 2780.24 ms [2021-09-08 02:48:37 main:574] : INFO : Epoch 1939 | loss: 0.0311973 | val_loss: 0.0311934 | Time: 2712.89 ms [2021-09-08 02:48:40 main:574] : INFO : Epoch 1940 | loss: 0.0311958 | val_loss: 0.0311943 | Time: 2754.23 ms [2021-09-08 02:48:43 main:574] : INFO : Epoch 1941 | loss: 0.0312028 | val_loss: 0.0311959 | Time: 3031.47 ms [2021-09-08 02:48:46 main:574] : INFO : Epoch 1942 | loss: 0.0311977 | val_loss: 0.031195 | Time: 2752.93 ms [2021-09-08 02:48:48 main:574] : INFO : Epoch 1943 | loss: 0.0311963 | val_loss: 0.0311902 | Time: 2694.86 ms [2021-09-08 02:48:51 main:574] : INFO : Epoch 1944 | loss: 0.0311973 | val_loss: 0.0311937 | Time: 2746.76 ms [2021-09-08 02:48:54 main:574] : INFO : Epoch 1945 | loss: 0.0312102 | val_loss: 0.0312192 | Time: 2789.73 ms [2021-09-08 02:48:57 main:574] : INFO : Epoch 1946 | loss: 0.0313631 | val_loss: 0.0324381 | Time: 2715.18 ms [2021-09-08 02:49:00 main:574] : INFO : Epoch 1947 | loss: 0.0322737 | val_loss: 0.0314167 | Time: 2801.5 ms [2021-09-08 02:49:02 main:574] : INFO : Epoch 1948 | loss: 0.0313478 | val_loss: 0.0312685 | Time: 2767.82 ms [2021-09-08 02:49:05 main:574] : INFO : Epoch 1949 | loss: 0.0312295 | val_loss: 0.0312014 | Time: 2967.09 ms [2021-09-08 02:49:08 main:574] : INFO : Epoch 1950 | loss: 0.0312022 | val_loss: 0.0311938 | Time: 2791.11 ms [2021-09-08 02:49:11 main:574] : INFO : Epoch 1951 | loss: 0.0311983 | val_loss: 0.0311919 | Time: 2746.67 ms [2021-09-08 02:49:14 main:574] : INFO : Epoch 1952 | loss: 0.0311973 | val_loss: 0.0311915 | Time: 2637.82 ms [2021-09-08 02:49:17 main:574] : INFO : Epoch 1953 | loss: 0.0311992 | val_loss: 0.0311948 | Time: 2906.11 ms [2021-09-08 02:49:19 main:574] : INFO : Epoch 1954 | loss: 0.0311989 | val_loss: 0.0311906 | Time: 2752.71 ms [2021-09-08 02:49:22 main:574] : INFO : Epoch 1955 | loss: 0.0311966 | val_loss: 0.0311913 | Time: 2721.51 ms [2021-09-08 02:49:25 main:574] : INFO : Epoch 1956 | loss: 0.0311967 | val_loss: 0.031192 | Time: 2907.5 ms [2021-09-08 02:49:28 main:574] : INFO : Epoch 1957 | loss: 0.0311945 | val_loss: 0.0311924 | Time: 3158.37 ms [2021-09-08 02:49:31 main:574] : INFO : Epoch 1958 | loss: 0.0311964 | val_loss: 0.0311916 | Time: 2939.7 ms [2021-09-08 02:49:35 main:574] : INFO : Epoch 1959 | loss: 0.0311955 | val_loss: 0.031191 | Time: 3096.14 ms [2021-09-08 02:49:37 main:574] : INFO : Epoch 1960 | loss: 0.0311955 | val_loss: 0.0311929 | Time: 2730.76 ms [2021-09-08 02:49:40 main:574] : INFO : Epoch 1961 | loss: 0.0312013 | val_loss: 0.0312041 | Time: 2885.55 ms [2021-09-08 02:49:44 main:574] : INFO : Epoch 1962 | loss: 0.0311981 | val_loss: 0.0311901 | Time: 3737.25 ms [2021-09-08 02:49:47 main:574] : INFO : Epoch 1963 | loss: 0.0311949 | val_loss: 0.0311905 | Time: 2929.51 ms [2021-09-08 02:49:50 main:574] : INFO : Epoch 1964 | loss: 0.0311961 | val_loss: 0.0312079 | Time: 3003.41 ms [2021-09-08 02:49:55 main:574] : INFO : Epoch 1965 | loss: 0.0311984 | val_loss: 0.0311903 | Time: 4453.58 ms [2021-09-08 02:50:00 main:574] : INFO : Epoch 1966 | loss: 0.0311944 | val_loss: 0.0311905 | Time: 4968.95 ms [2021-09-08 02:50:05 main:574] : INFO : Epoch 1967 | loss: 0.0311941 | val_loss: 0.0311918 | Time: 4988.18 ms [2021-09-08 02:50:10 main:574] : INFO : Epoch 1968 | loss: 0.0311948 | val_loss: 0.0311931 | Time: 5042.33 ms [2021-09-08 02:50:15 main:574] : INFO : Epoch 1969 | loss: 0.0311951 | val_loss: 0.0311913 | Time: 5194.73 ms [2021-09-08 02:50:20 main:574] : INFO : Epoch 1970 | loss: 0.0311933 | val_loss: 0.0311902 | Time: 4950.4 ms [2021-09-08 02:50:25 main:574] : INFO : Epoch 1971 | loss: 0.0311931 | val_loss: 0.031192 | Time: 4962.59 ms [2021-09-08 02:50:30 main:574] : INFO : Epoch 1972 | loss: 0.0311934 | val_loss: 0.0311917 | Time: 5008.33 ms [2021-09-08 02:50:35 main:574] : INFO : Epoch 1973 | loss: 0.0311937 | val_loss: 0.0311905 | Time: 4828.29 ms [2021-09-08 02:50:40 main:574] : INFO : Epoch 1974 | loss: 0.0311946 | val_loss: 0.0311949 | Time: 4956.38 ms [2021-09-08 02:50:46 main:574] : INFO : Epoch 1975 | loss: 0.0311952 | val_loss: 0.0311914 | Time: 5322.71 ms [2021-09-08 02:50:51 main:574] : INFO : Epoch 1976 | loss: 0.0311941 | val_loss: 0.0311904 | Time: 5201.6 ms [2021-09-08 02:50:56 main:574] : INFO : Epoch 1977 | loss: 0.0311927 | val_loss: 0.0311901 | Time: 4947.81 ms [2021-09-08 02:51:01 main:574] : INFO : Epoch 1978 | loss: 0.0311928 | val_loss: 0.0311913 | Time: 4967.04 ms [2021-09-08 02:51:07 main:574] : INFO : Epoch 1979 | loss: 0.0311939 | val_loss: 0.0311901 | Time: 4975.39 ms [2021-09-08 02:51:12 main:574] : INFO : Epoch 1980 | loss: 0.0311925 | val_loss: 0.0311965 | Time: 4940.05 ms [2021-09-08 02:51:17 main:574] : INFO : Epoch 1981 | loss: 0.0311947 | val_loss: 0.031192 | Time: 4867.72 ms [2021-09-08 02:51:22 main:574] : INFO : Epoch 1982 | loss: 0.0311962 | val_loss: 0.031191 | Time: 4800.29 ms [2021-09-08 02:51:27 main:574] : INFO : Epoch 1983 | loss: 0.031195 | val_loss: 0.0311914 | Time: 5026.16 ms [2021-09-08 02:51:32 main:574] : INFO : Epoch 1984 | loss: 0.0311941 | val_loss: 0.0311905 | Time: 4930.11 ms [2021-09-08 02:51:37 main:574] : INFO : Epoch 1985 | loss: 0.0311944 | val_loss: 0.0311906 | Time: 4972.4 ms [2021-09-08 02:51:42 main:574] : INFO : Epoch 1986 | loss: 0.0311962 | val_loss: 0.0311942 | Time: 5121.05 ms [2021-09-08 02:51:47 main:574] : INFO : Epoch 1987 | loss: 0.0311936 | val_loss: 0.0311906 | Time: 5002.24 ms [2021-09-08 02:51:53 main:574] : INFO : Epoch 1988 | loss: 0.031194 | val_loss: 0.0311915 | Time: 5044.72 ms [2021-09-08 02:51:58 main:574] : INFO : Epoch 1989 | loss: 0.0311939 | val_loss: 0.0311909 | Time: 4935.07 ms [2021-09-08 02:52:03 main:574] : INFO : Epoch 1990 | loss: 0.0311939 | val_loss: 0.0311938 | Time: 5166.97 ms [2021-09-08 02:52:08 main:574] : INFO : Epoch 1991 | loss: 0.0311943 | val_loss: 0.0311933 | Time: 5036.82 ms [2021-09-08 02:52:13 main:574] : INFO : Epoch 1992 | loss: 0.0311982 | val_loss: 0.0311899 | Time: 4983.59 ms [2021-09-08 02:52:18 main:574] : INFO : Epoch 1993 | loss: 0.0311956 | val_loss: 0.0311954 | Time: 5093.49 ms [2021-09-08 02:52:23 main:574] : INFO : Epoch 1994 | loss: 0.0311934 | val_loss: 0.0311904 | Time: 4991.51 ms [2021-09-08 02:52:28 main:574] : INFO : Epoch 1995 | loss: 0.0311926 | val_loss: 0.0311911 | Time: 5075.54 ms [2021-09-08 02:52:33 main:574] : INFO : Epoch 1996 | loss: 0.0311928 | val_loss: 0.0311903 | Time: 5021.17 ms [2021-09-08 02:52:38 main:574] : INFO : Epoch 1997 | loss: 0.0311925 | val_loss: 0.0311917 | Time: 5011.36 ms [2021-09-08 02:52:43 main:574] : INFO : Epoch 1998 | loss: 0.0311923 | val_loss: 0.0311917 | Time: 4976.19 ms [2021-09-08 02:52:49 main:574] : INFO : Epoch 1999 | loss: 0.0311941 | val_loss: 0.0311916 | Time: 5017.4 ms [2021-09-08 02:52:54 main:574] : INFO : Epoch 2000 | loss: 0.0311936 | val_loss: 0.03119 | Time: 5014.26 ms [2021-09-08 02:52:59 main:574] : INFO : Epoch 2001 | loss: 0.0311938 | val_loss: 0.0311922 | Time: 5112 ms [2021-09-08 02:53:04 main:574] : INFO : Epoch 2002 | loss: 0.0311945 | val_loss: 0.0311905 | Time: 5034.44 ms [2021-09-08 02:53:09 main:574] : INFO : Epoch 2003 | loss: 0.0311941 | val_loss: 0.0311901 | Time: 4958.26 ms [2021-09-08 02:53:14 main:574] : INFO : Epoch 2004 | loss: 0.0311936 | val_loss: 0.0311895 | Time: 4955.1 ms [2021-09-08 02:53:20 main:574] : INFO : Epoch 2005 | loss: 0.0311919 | val_loss: 0.031191 | Time: 6141.28 ms [2021-09-08 02:53:25 main:574] : INFO : Epoch 2006 | loss: 0.0311928 | val_loss: 0.0311911 | Time: 5018.47 ms [2021-09-08 02:53:30 main:574] : INFO : Epoch 2007 | loss: 0.0311925 | val_loss: 0.0311919 | Time: 5039.99 ms [2021-09-08 02:53:35 main:574] : INFO : Epoch 2008 | loss: 0.0311937 | val_loss: 0.0311903 | Time: 4891.05 ms [2021-09-08 02:53:41 main:574] : INFO : Epoch 2009 | loss: 0.0311937 | val_loss: 0.0311942 | Time: 4941.39 ms [2021-09-08 02:53:46 main:574] : INFO : Epoch 2010 | loss: 0.0311941 | val_loss: 0.031193 | Time: 4981.92 ms [2021-09-08 02:53:51 main:574] : INFO : Epoch 2011 | loss: 0.0311923 | val_loss: 0.031191 | Time: 4967.75 ms [2021-09-08 02:53:56 main:574] : INFO : Epoch 2012 | loss: 0.0311918 | val_loss: 0.0311907 | Time: 4965.68 ms [2021-09-08 02:54:01 main:574] : INFO : Epoch 2013 | loss: 0.0311913 | val_loss: 0.0311906 | Time: 4930.23 ms [2021-09-08 02:54:06 main:574] : INFO : Epoch 2014 | loss: 0.0311919 | val_loss: 0.0311917 | Time: 4980.33 ms [2021-09-08 02:54:11 main:574] : INFO : Epoch 2015 | loss: 0.0311915 | val_loss: 0.0311916 | Time: 4998.3 ms [2021-09-08 02:54:16 main:574] : INFO : Epoch 2016 | loss: 0.0311914 | val_loss: 0.0311895 | Time: 4979.83 ms [2021-09-08 02:54:21 main:574] : INFO : Epoch 2017 | loss: 0.0311915 | val_loss: 0.0311916 | Time: 4946.06 ms [2021-09-08 02:54:27 main:574] : INFO : Epoch 2018 | loss: 0.0311914 | val_loss: 0.0311912 | Time: 5149.12 ms [2021-09-08 02:54:32 main:574] : INFO : Epoch 2019 | loss: 0.031192 | val_loss: 0.0311917 | Time: 5227.02 ms [2021-09-08 02:54:37 main:574] : INFO : Epoch 2020 | loss: 0.0311929 | val_loss: 0.0311937 | Time: 5001.02 ms [2021-09-08 02:54:42 main:574] : INFO : Epoch 2021 | loss: 0.0311915 | val_loss: 0.0311911 | Time: 5020.47 ms [2021-09-08 02:54:47 main:574] : INFO : Epoch 2022 | loss: 0.0311912 | val_loss: 0.031191 | Time: 4941.28 ms [2021-09-08 02:54:52 main:574] : INFO : Epoch 2023 | loss: 0.031192 | val_loss: 0.0311934 | Time: 5042.17 ms [2021-09-08 02:54:57 main:574] : INFO : Epoch 2024 | loss: 0.031194 | val_loss: 0.0311918 | Time: 4960.24 ms [2021-09-08 02:55:02 main:574] : INFO : Epoch 2025 | loss: 0.0311912 | val_loss: 0.031192 | Time: 4912.91 ms [2021-09-08 02:55:07 main:574] : INFO : Epoch 2026 | loss: 0.0311924 | val_loss: 0.0311933 | Time: 4993.68 ms [2021-09-08 02:55:12 main:574] : INFO : Epoch 2027 | loss: 0.0311939 | val_loss: 0.031195 | Time: 5040.48 ms [2021-09-08 02:55:17 main:574] : INFO : Epoch 2028 | loss: 0.031192 | val_loss: 0.031193 | Time: 5032.88 ms [2021-09-08 02:55:22 main:574] : INFO : Epoch 2029 | loss: 0.0311906 | val_loss: 0.0311907 | Time: 5012.23 ms [2021-09-08 02:55:28 main:574] : INFO : Epoch 2030 | loss: 0.0311914 | val_loss: 0.0311917 | Time: 5035.59 ms [2021-09-08 02:55:33 main:574] : INFO : Epoch 2031 | loss: 0.0311904 | val_loss: 0.0311913 | Time: 5021.33 ms [2021-09-08 02:55:38 main:574] : INFO : Epoch 2032 | loss: 0.0311904 | val_loss: 0.031191 | Time: 4922.3 ms [2021-09-08 02:55:43 main:574] : INFO : Epoch 2033 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 4965.51 ms [2021-09-08 02:55:48 main:574] : INFO : Epoch 2034 | loss: 0.0311913 | val_loss: 0.0311909 | Time: 4947.95 ms [2021-09-08 02:55:52 main:574] : INFO : Epoch 2035 | loss: 0.0311906 | val_loss: 0.0311919 | Time: 4863.15 ms [2021-09-08 02:55:57 main:574] : INFO : Epoch 2036 | loss: 0.031191 | val_loss: 0.0311938 | Time: 4957.36 ms [2021-09-08 02:56:02 main:574] : INFO : Epoch 2037 | loss: 0.0311926 | val_loss: 0.0311931 | Time: 4893.41 ms [2021-09-08 02:56:07 main:574] : INFO : Epoch 2038 | loss: 0.0311928 | val_loss: 0.0311928 | Time: 4956.79 ms [2021-09-08 02:56:12 main:574] : INFO : Epoch 2039 | loss: 0.0311911 | val_loss: 0.0311917 | Time: 4947.43 ms [2021-09-08 02:56:17 main:574] : INFO : Epoch 2040 | loss: 0.0311915 | val_loss: 0.0311923 | Time: 5004.03 ms [2021-09-08 02:56:23 main:574] : INFO : Epoch 2041 | loss: 0.0311903 | val_loss: 0.0311932 | Time: 5011.99 ms [2021-09-08 02:56:28 main:574] : INFO : Epoch 2042 | loss: 0.0311899 | val_loss: 0.0311933 | Time: 5085.35 ms [2021-09-08 02:56:33 main:574] : INFO : Epoch 2043 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 4970.78 ms [2021-09-08 02:56:38 main:574] : INFO : Epoch 2044 | loss: 0.0311917 | val_loss: 0.0311925 | Time: 5056.69 ms [2021-09-08 02:56:43 main:574] : INFO : Epoch 2045 | loss: 0.0311913 | val_loss: 0.0311964 | Time: 5140.59 ms [2021-09-08 02:56:48 main:574] : INFO : Epoch 2046 | loss: 0.0311962 | val_loss: 0.0311963 | Time: 5198.75 ms [2021-09-08 02:56:53 main:574] : INFO : Epoch 2047 | loss: 0.0311925 | val_loss: 0.0311941 | Time: 4959.41 ms [2021-09-08 02:56:58 main:574] : INFO : Epoch 2048 | loss: 0.0311912 | val_loss: 0.0311941 | Time: 4944.81 ms [2021-09-08 02:56:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311941 [2021-09-08 02:56:58 main:603] : INFO : Saving end state to config to file [2021-09-08 02:56:58 main:608] : INFO : Success, exiting.. 02:56:58 (16788): called boinc_finish(0) </stderr_txt> ]]>
©2023 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)