Task 14595637
| Name | ParityModified-1647047229-10932-3-0_0 |
| Workunit | 11617632 |
| Created | 10 Apr 2022, 14:24:01 UTC |
| Sent | 11 Apr 2022, 6:10:53 UTC |
| Report deadline | 19 Apr 2022, 6:10:53 UTC |
| Received | 11 Apr 2022, 11:45:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19907 |
| Run time | 2 hours 35 min 32 sec |
| CPU time | 2 hours 21 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0311952 | val_loss: 0.0311937 | Time: 3980.89 ms [2022-04-11 06:12:09 main:574] : INFO : Epoch 1543 | loss: 0.031192 | val_loss: 0.031194 | Time: 3782.73 ms [2022-04-11 06:12:13 main:574] : INFO : Epoch 1544 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 3883.88 ms [2022-04-11 06:12:17 main:574] : INFO : Epoch 1545 | loss: 0.0311918 | val_loss: 0.0311935 | Time: 3931.41 ms [2022-04-11 06:12:21 main:574] : INFO : Epoch 1546 | loss: 0.0311922 | val_loss: 0.031193 | Time: 4025.89 ms [2022-04-11 06:12:25 main:574] : INFO : Epoch 1547 | loss: 0.031192 | val_loss: 0.0311929 | Time: 3887.84 ms [2022-04-11 06:12:29 main:574] : INFO : Epoch 1548 | loss: 0.031192 | val_loss: 0.0311956 | Time: 3828.1 ms [2022-04-11 06:12:33 main:574] : INFO : Epoch 1549 | loss: 0.031192 | val_loss: 0.0311938 | Time: 3880.51 ms [2022-04-11 06:12:37 main:574] : INFO : Epoch 1550 | loss: 0.031192 | val_loss: 0.0311946 | Time: 3869.7 ms [2022-04-11 06:12:41 main:574] : INFO : Epoch 1551 | loss: 0.0311919 | val_loss: 0.0311929 | Time: 3905.59 ms [2022-04-11 06:12:44 main:574] : INFO : Epoch 1552 | loss: 0.0311916 | val_loss: 0.0311932 | Time: 3702.35 ms [2022-04-11 06:12:48 main:574] : INFO : Epoch 1553 | loss: 0.0311918 | val_loss: 0.0311932 | Time: 3822.84 ms [2022-04-11 06:12:52 main:574] : INFO : Epoch 1554 | loss: 0.0311923 | val_loss: 0.0311967 | Time: 3855.11 ms [2022-04-11 06:12:56 main:574] : INFO : Epoch 1555 | loss: 0.0311923 | val_loss: 0.031193 | Time: 3906.91 ms [2022-04-11 06:13:00 main:574] : INFO : Epoch 1556 | loss: 0.0311918 | val_loss: 0.0311961 | Time: 3827.99 ms [2022-04-11 06:13:04 main:574] : INFO : Epoch 1557 | loss: 0.031194 | val_loss: 0.031193 | Time: 3816.83 ms [2022-04-11 06:13:08 main:574] : INFO : Epoch 1558 | loss: 0.0311916 | val_loss: 0.0311929 | Time: 3958.55 ms [2022-04-11 06:13:11 main:574] : INFO : Epoch 1559 | loss: 0.0311919 | val_loss: 0.031193 | Time: 3800.02 ms [2022-04-11 06:13:15 main:574] : INFO : Epoch 1560 | loss: 0.0311914 | val_loss: 0.031193 | Time: 3883.04 ms [2022-04-11 06:13:19 main:574] : INFO : Epoch 1561 | loss: 0.0311919 | val_loss: 0.0311954 | Time: 3811.68 ms [2022-04-11 06:13:23 main:574] : INFO : Epoch 1562 | loss: 0.0311927 | val_loss: 0.0311937 | Time: 3917.36 ms [2022-04-11 06:13:27 main:574] : INFO : Epoch 1563 | loss: 0.0311917 | val_loss: 0.0311931 | Time: 3827.23 ms [2022-04-11 06:13:31 main:574] : INFO : Epoch 1564 | loss: 0.0311918 | val_loss: 0.0311941 | Time: 3882.66 ms [2022-04-11 06:13:35 main:574] : INFO : Epoch 1565 | loss: 0.0311925 | val_loss: 0.0311933 | Time: 3920.19 ms [2022-04-11 06:13:38 main:574] : INFO : Epoch 1566 | loss: 0.0311913 | val_loss: 0.0311929 | Time: 3808.55 ms [2022-04-11 06:13:42 main:574] : INFO : Epoch 1567 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 3862.72 ms [2022-04-11 06:13:46 main:574] : INFO : Epoch 1568 | loss: 0.0311922 | val_loss: 0.031195 | Time: 3811.08 ms [2022-04-11 06:13:50 main:574] : INFO : Epoch 1569 | loss: 0.0311939 | val_loss: 0.0311948 | Time: 3909.92 ms [2022-04-11 06:13:54 main:574] : INFO : Epoch 1570 | loss: 0.0311932 | val_loss: 0.0311943 | Time: 3871.72 ms [2022-04-11 06:13:58 main:574] : INFO : Epoch 1571 | loss: 0.0311938 | val_loss: 0.0311946 | Time: 3783.36 ms [2022-04-11 06:14:02 main:574] : INFO : Epoch 1572 | loss: 0.0311936 | val_loss: 0.0311972 | Time: 3881.43 ms [2022-04-11 06:14:06 main:574] : INFO : Epoch 1573 | loss: 0.0311954 | val_loss: 0.0311946 | Time: 4005.49 ms [2022-04-11 06:14:10 main:574] : INFO : Epoch 1574 | loss: 0.0311946 | val_loss: 0.0311956 | Time: 4000.9 ms [2022-04-11 06:14:13 main:574] : INFO : Epoch 1575 | loss: 0.0311927 | val_loss: 0.0311945 | Time: 3722.76 ms [2022-04-11 06:14:17 main:574] : INFO : Epoch 1576 | loss: 0.0311926 | val_loss: 0.0311957 | Time: 3840.46 ms [2022-04-11 06:14:21 main:574] : INFO : Epoch 1577 | loss: 0.0311951 | val_loss: 0.031196 | Time: 3961.32 ms [2022-04-11 06:14:25 main:574] : INFO : Epoch 1578 | loss: 0.0311944 | val_loss: 0.031195 | Time: 3907.86 ms [2022-04-11 06:14:29 main:574] : INFO : Epoch 1579 | loss: 0.0311932 | val_loss: 0.0311947 | Time: 3935 ms [2022-04-11 06:14:33 main:574] : INFO : Epoch 1580 | loss: 0.0311933 | val_loss: 0.0311949 | Time: 3820.07 ms [2022-04-11 06:14:37 main:574] : INFO : Epoch 1581 | loss: 0.0311928 | val_loss: 0.0311962 | Time: 3905.75 ms [2022-04-11 06:14:41 main:574] : INFO : Epoch 1582 | loss: 0.0311933 | val_loss: 0.0311953 | Time: 3819.97 ms [2022-04-11 06:14:44 main:574] : INFO : Epoch 1583 | loss: 0.0311953 | val_loss: 0.0312026 | Time: 3921.03 ms [2022-04-11 06:14:48 main:574] : INFO : Epoch 1584 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 3801.11 ms [2022-04-11 06:14:52 main:574] : INFO : Epoch 1585 | loss: 0.0311931 | val_loss: 0.0311949 | Time: 3923.65 ms [2022-04-11 06:14:56 main:574] : INFO : Epoch 1586 | loss: 0.0311931 | val_loss: 0.0311948 | Time: 3895.62 ms [2022-04-11 06:15:00 main:574] : INFO : Epoch 1587 | loss: 0.0311924 | val_loss: 0.0311957 | Time: 3928.65 ms [2022-04-11 06:15:04 main:574] : INFO : Epoch 1588 | loss: 0.0311923 | val_loss: 0.0311945 | Time: 3877.15 ms [2022-04-11 06:15:08 main:574] : INFO : Epoch 1589 | loss: 0.0311925 | val_loss: 0.0311966 | Time: 3826.8 ms [2022-04-11 06:15:12 main:574] : INFO : Epoch 1590 | loss: 0.0311925 | val_loss: 0.0311959 | Time: 3844.13 ms [2022-04-11 06:15:15 main:574] : INFO : Epoch 1591 | loss: 0.0311932 | val_loss: 0.0311969 | Time: 3891.09 ms [2022-04-11 06:15:19 main:574] : INFO : Epoch 1592 | loss: 0.0311946 | val_loss: 0.0311944 | Time: 3824.42 ms [2022-04-11 06:15:23 main:574] : INFO : Epoch 1593 | loss: 0.0311924 | val_loss: 0.0311946 | Time: 3862.82 ms [2022-04-11 06:15:27 main:574] : INFO : Epoch 1594 | loss: 0.0311932 | val_loss: 0.0311975 | Time: 3933.61 ms [2022-04-11 06:15:31 main:574] : INFO : Epoch 1595 | loss: 0.0311939 | val_loss: 0.0311956 | Time: 3893.34 ms [2022-04-11 06:15:35 main:574] : INFO : Epoch 1596 | loss: 0.0311935 | val_loss: 0.0311945 | Time: 3817.8 ms [2022-04-11 06:15:39 main:574] : INFO : Epoch 1597 | loss: 0.0311929 | val_loss: 0.0311954 | Time: 4015.77 ms [2022-04-11 06:15:43 main:574] : INFO : Epoch 1598 | loss: 0.0311936 | val_loss: 0.0311949 | Time: 4020.63 ms [2022-04-11 06:15:47 main:574] : INFO : Epoch 1599 | loss: 0.0311923 | val_loss: 0.0311948 | Time: 3882.98 ms [2022-04-11 06:15:51 main:574] : INFO : Epoch 1600 | loss: 0.0311923 | val_loss: 0.0311947 | Time: 3799.36 ms [2022-04-11 06:15:55 main:574] : INFO : Epoch 1601 | loss: 0.0311919 | val_loss: 0.0311944 | Time: 4037.02 ms [2022-04-11 06:15:59 main:574] : INFO : Epoch 1602 | loss: 0.031192 | val_loss: 0.031195 | Time: 4116.75 ms [2022-04-11 06:16:03 main:574] : INFO : Epoch 1603 | loss: 0.0311935 | val_loss: 0.0311957 | Time: 3866.58 ms [2022-04-11 06:16:06 main:574] : INFO : Epoch 1604 | loss: 0.0311939 | val_loss: 0.0312052 | Time: 3863.86 ms [2022-04-11 06:16:10 main:574] : INFO : Epoch 1605 | loss: 0.0311957 | val_loss: 0.0311953 | Time: 3927.27 ms [2022-04-11 06:16:14 main:574] : INFO : Epoch 1606 | loss: 0.0311922 | val_loss: 0.0311956 | Time: 3979.67 ms [2022-04-11 06:16:18 main:574] : INFO : Epoch 1607 | loss: 0.0311929 | val_loss: 0.0311943 | Time: 3953.5 ms [2022-04-11 06:16:22 main:574] : INFO : Epoch 1608 | loss: 0.031193 | val_loss: 0.0311955 | Time: 3791.7 ms [2022-04-11 06:16:26 main:574] : INFO : Epoch 1609 | loss: 0.0311927 | val_loss: 0.0311954 | Time: 3956.85 ms [2022-04-11 06:16:30 main:574] : INFO : Epoch 1610 | loss: 0.0311943 | val_loss: 0.0311973 | Time: 3988.01 ms [2022-04-11 06:16:34 main:574] : INFO : Epoch 1611 | loss: 0.0311921 | val_loss: 0.0311949 | Time: 4016.32 ms [2022-04-11 06:16:38 main:574] : INFO : Epoch 1612 | loss: 0.0311924 | val_loss: 0.0311946 | Time: 3917.15 ms [2022-04-11 06:16:42 main:574] : INFO : Epoch 1613 | loss: 0.031192 | val_loss: 0.0311954 | Time: 3899.3 ms [2022-04-11 06:16:46 main:574] : INFO : Epoch 1614 | loss: 0.031193 | val_loss: 0.0311941 | Time: 3988.83 ms [2022-04-11 06:16:50 main:574] : INFO : Epoch 1615 | loss: 0.0311939 | val_loss: 0.0311946 | Time: 3869.24 ms [2022-04-11 06:16:54 main:574] : INFO : Epoch 1616 | loss: 0.0311923 | val_loss: 0.0311947 | Time: 3862.53 ms [2022-04-11 06:16:57 main:574] : INFO : Epoch 1617 | loss: 0.031192 | val_loss: 0.0311952 | Time: 3823.09 ms [2022-04-11 06:17:01 main:574] : INFO : Epoch 1618 | loss: 0.0311931 | val_loss: 0.0311972 | Time: 3981.55 ms [2022-04-11 06:17:05 main:574] : INFO : Epoch 1619 | loss: 0.0311929 | val_loss: 0.0311945 | Time: 3976.6 ms [2022-04-11 06:17:09 main:574] : INFO : Epoch 1620 | loss: 0.0311918 | val_loss: 0.0311943 | Time: 3929.13 ms [2022-04-11 06:17:13 main:574] : INFO : Epoch 1621 | loss: 0.0311919 | val_loss: 0.0311995 | Time: 3965.09 ms [2022-04-11 06:17:17 main:574] : INFO : Epoch 1622 | loss: 0.0311939 | val_loss: 0.031196 | Time: 3862.97 ms [2022-04-11 06:17:21 main:574] : INFO : Epoch 1623 | loss: 0.0311931 | val_loss: 0.0311945 | Time: 3913.71 ms [2022-04-11 06:17:25 main:574] : INFO : Epoch 1624 | loss: 0.0311926 | val_loss: 0.0311946 | Time: 3780.78 ms [2022-04-11 06:17:29 main:574] : INFO : Epoch 1625 | loss: 0.0311922 | val_loss: 0.031194 | Time: 3919.04 ms [2022-04-11 06:17:33 main:574] : INFO : Epoch 1626 | loss: 0.0311943 | val_loss: 0.031196 | Time: 4004.16 ms [2022-04-11 06:17:37 main:574] : INFO : Epoch 1627 | loss: 0.0311928 | val_loss: 0.0311941 | Time: 3870.43 ms [2022-04-11 06:17:41 main:574] : INFO : Epoch 1628 | loss: 0.0311915 | val_loss: 0.0311955 | Time: 3877.69 ms [2022-04-11 06:17:45 main:574] : INFO : Epoch 1629 | loss: 0.0311916 | val_loss: 0.031195 | Time: 3888.74 ms [2022-04-11 06:17:49 main:574] : INFO : Epoch 1630 | loss: 0.0311919 | val_loss: 0.0311966 | Time: 4017.18 ms [2022-04-11 06:17:53 main:574] : INFO : Epoch 1631 | loss: 0.0311923 | val_loss: 0.031195 | Time: 4001.36 ms [2022-04-11 06:17:56 main:574] : INFO : Epoch 1632 | loss: 0.0311925 | val_loss: 0.0311947 | Time: 3758.71 ms [2022-04-11 06:18:00 main:574] : INFO : Epoch 1633 | loss: 0.031192 | val_loss: 0.0311947 | Time: 3902.74 ms [2022-04-11 06:18:04 main:574] : INFO : Epoch 1634 | loss: 0.0311923 | val_loss: 0.0312014 | Time: 4006.2 ms [2022-04-11 06:18:08 main:574] : INFO : Epoch 1635 | loss: 0.0311951 | val_loss: 0.0311972 | Time: 4090.99 ms [2022-04-11 06:18:12 main:574] : INFO : Epoch 1636 | loss: 0.0311942 | val_loss: 0.0311956 | Time: 3767.43 ms [2022-04-11 06:18:16 main:574] : INFO : Epoch 1637 | loss: 0.031192 | val_loss: 0.0311944 | Time: 3967.75 ms [2022-04-11 06:18:20 main:574] : INFO : Epoch 1638 | loss: 0.0311941 | val_loss: 0.0311943 | Time: 3943.49 ms [2022-04-11 06:18:24 main:574] : INFO : Epoch 1639 | loss: 0.0311925 | val_loss: 0.0311954 | Time: 3983.66 ms [2022-04-11 06:18:28 main:574] : INFO : Epoch 1640 | loss: 0.0311916 | val_loss: 0.0311944 | Time: 3860.5 ms [2022-04-11 06:18:32 main:574] : INFO : Epoch 1641 | loss: 0.0311925 | val_loss: 0.0311947 | Time: 3817.89 ms [2022-04-11 06:18:36 main:574] : INFO : Epoch 1642 | loss: 0.0311921 | val_loss: 0.0311944 | Time: 3994.13 ms [2022-04-11 06:18:40 main:574] : INFO : Epoch 1643 | loss: 0.0311937 | val_loss: 0.031197 | Time: 3936.02 ms [2022-04-11 06:18:43 main:574] : INFO : Epoch 1644 | loss: 0.0311953 | val_loss: 0.0311958 | Time: 3875.44 ms [2022-04-11 06:18:47 main:574] : INFO : Epoch 1645 | loss: 0.0311913 | val_loss: 0.031194 | Time: 3864.73 ms [2022-04-11 06:18:51 main:574] : INFO : Epoch 1646 | loss: 0.0311917 | val_loss: 0.0311964 | Time: 3872.99 ms [2022-04-11 06:18:55 main:574] : INFO : Epoch 1647 | loss: 0.031192 | val_loss: 0.0312003 | Time: 4014.95 ms [2022-04-11 06:18:59 main:574] : INFO : Epoch 1648 | loss: 0.0311928 | val_loss: 0.0311952 | Time: 3784.86 ms [2022-04-11 06:19:03 main:574] : INFO : Epoch 1649 | loss: 0.0311925 | val_loss: 0.0311956 | Time: 3934.77 ms [2022-04-11 06:19:07 main:574] : INFO : Epoch 1650 | loss: 0.0311922 | val_loss: 0.031194 | Time: 3900.52 ms [2022-04-11 06:19:11 main:574] : INFO : Epoch 1651 | loss: 0.0311923 | val_loss: 0.0311944 | Time: 3936.02 ms [2022-04-11 06:19:15 main:574] : INFO : Epoch 1652 | loss: 0.0311924 | val_loss: 0.0311962 | Time: 3903.97 ms [2022-04-11 06:19:19 main:574] : INFO : Epoch 1653 | loss: 0.0311945 | val_loss: 0.0311946 | Time: 3965.96 ms [2022-04-11 06:19:23 main:574] : INFO : Epoch 1654 | loss: 0.0311919 | val_loss: 0.0311951 | Time: 4077.99 ms [2022-04-11 06:19:27 main:574] : INFO : Epoch 1655 | loss: 0.0311915 | val_loss: 0.0311941 | Time: 3947.78 ms [2022-04-11 06:19:31 main:574] : INFO : Epoch 1656 | loss: 0.031192 | val_loss: 0.0311954 | Time: 3820.36 ms [2022-04-11 06:19:34 main:574] : INFO : Epoch 1657 | loss: 0.0311914 | val_loss: 0.0311941 | Time: 3821.72 ms [2022-04-11 06:19:38 main:574] : INFO : Epoch 1658 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 4047.78 ms [2022-04-11 06:19:53 main:574] : INFO : Epoch 1659 | loss: 0.0311925 | val_loss: 0.0311972 | Time: 14252.3 ms [2022-04-11 06:19:57 main:574] : INFO : Epoch 1660 | loss: 0.0311931 | val_loss: 0.0311965 | Time: 3826.91 ms [2022-04-11 06:20:00 main:574] : INFO : Epoch 1661 | loss: 0.0311926 | val_loss: 0.0311936 | Time: 3862.77 ms [2022-04-11 06:20:04 main:574] : INFO : Epoch 1662 | loss: 0.0311916 | val_loss: 0.0311936 | Time: 3945.4 ms [2022-04-11 06:20:08 main:574] : INFO : Epoch 1663 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 3916.71 ms [2022-04-11 06:20:12 main:574] : INFO : Epoch 1664 | loss: 0.0311925 | val_loss: 0.0311942 | Time: 3796.98 ms [2022-04-11 06:20:16 main:574] : INFO : Epoch 1665 | loss: 0.031194 | val_loss: 0.0311958 | Time: 3832.08 ms [2022-04-11 06:20:20 main:574] : INFO : Epoch 1666 | loss: 0.0311934 | val_loss: 0.0311983 | Time: 4008.13 ms [2022-04-11 06:20:24 main:574] : INFO : Epoch 1667 | loss: 0.0311922 | val_loss: 0.0311941 | Time: 4027.73 ms [2022-04-11 06:20:28 main:574] : INFO : Epoch 1668 | loss: 0.0311927 | val_loss: 0.0311983 | Time: 3873.43 ms [2022-04-11 06:20:32 main:574] : INFO : Epoch 1669 | loss: 0.0311914 | val_loss: 0.0311945 | Time: 3782.51 ms [2022-04-11 06:20:36 main:574] : INFO : Epoch 1670 | loss: 0.0311914 | val_loss: 0.0311942 | Time: 3953.95 ms [2022-04-11 06:20:40 main:574] : INFO : Epoch 1671 | loss: 0.0311914 | val_loss: 0.0311952 | Time: 3960.11 ms [2022-04-11 06:20:43 main:574] : INFO : Epoch 1672 | loss: 0.0311911 | val_loss: 0.0311947 | Time: 3877.24 ms [2022-04-11 06:20:47 main:574] : INFO : Epoch 1673 | loss: 0.0311917 | val_loss: 0.0311967 | Time: 3900.32 ms [2022-04-11 06:20:51 main:574] : INFO : Epoch 1674 | loss: 0.0311913 | val_loss: 0.0311943 | Time: 3971.07 ms [2022-04-11 06:20:55 main:574] : INFO : Epoch 1675 | loss: 0.031191 | val_loss: 0.0311946 | Time: 4047.17 ms [2022-04-11 06:20:59 main:574] : INFO : Epoch 1676 | loss: 0.0311921 | val_loss: 0.0311954 | Time: 3823.69 ms [2022-04-11 06:21:03 main:574] : INFO : Epoch 1677 | loss: 0.0311912 | val_loss: 0.0311944 | Time: 3949.79 ms [2022-04-11 06:21:07 main:574] : INFO : Epoch 1678 | loss: 0.0311916 | val_loss: 0.0311952 | Time: 3998.41 ms [2022-04-11 06:21:11 main:574] : INFO : Epoch 1679 | loss: 0.0311914 | val_loss: 0.0311937 | Time: 3924.43 ms [2022-04-11 06:21:15 main:574] : INFO : Epoch 1680 | loss: 0.0311909 | val_loss: 0.0311942 | Time: 3844.35 ms [2022-04-11 06:21:19 main:574] : INFO : Epoch 1681 | loss: 0.0311912 | val_loss: 0.0311946 | Time: 3901.32 ms [2022-04-11 06:21:23 main:574] : INFO : Epoch 1682 | loss: 0.0311912 | val_loss: 0.0311943 | Time: 4129.54 ms [2022-04-11 06:21:27 main:574] : INFO : Epoch 1683 | loss: 0.0311911 | val_loss: 0.0311946 | Time: 3947.44 ms [2022-04-11 06:21:31 main:574] : INFO : Epoch 1684 | loss: 0.0311912 | val_loss: 0.0311948 | Time: 3843.85 ms [2022-04-11 06:21:35 main:574] : INFO : Epoch 1685 | loss: 0.0311932 | val_loss: 0.0311992 | Time: 3900.61 ms [2022-04-11 06:21:38 main:574] : INFO : Epoch 1686 | loss: 0.0311928 | val_loss: 0.0311949 | Time: 3756.51 ms [2022-04-11 06:21:42 main:574] : INFO : Epoch 1687 | loss: 0.0311913 | val_loss: 0.031195 | Time: 3776.28 ms [2022-04-11 06:21:46 main:574] : INFO : Epoch 1688 | loss: 0.0311931 | val_loss: 0.0311969 | Time: 3720.68 ms [2022-04-11 06:21:50 main:574] : INFO : Epoch 1689 | loss: 0.031193 | val_loss: 0.0311954 | Time: 3763.14 ms [2022-04-11 06:21:54 main:574] : INFO : Epoch 1690 | loss: 0.0311914 | val_loss: 0.0311942 | Time: 3841.17 ms [2022-04-11 06:21:58 main:574] : INFO : Epoch 1691 | loss: 0.031191 | val_loss: 0.0311959 | Time: 3987.16 ms [2022-04-11 06:22:01 main:574] : INFO : Epoch 1692 | loss: 0.0311922 | val_loss: 0.0311974 | Time: 3892.08 ms [2022-04-11 06:22:05 main:574] : INFO : Epoch 1693 | loss: 0.0311921 | val_loss: 0.031199 | Time: 3808.45 ms [2022-04-11 06:22:09 main:574] : INFO : Epoch 1694 | loss: 0.0311933 | val_loss: 0.0312007 | Time: 4053.49 ms [2022-04-11 06:22:13 main:574] : INFO : Epoch 1695 | loss: 0.0311954 | val_loss: 0.031195 | Time: 4002.45 ms [2022-04-11 06:22:17 main:574] : INFO : Epoch 1696 | loss: 0.0311919 | val_loss: 0.0311947 | Time: 3908.64 ms [2022-04-11 06:22:21 main:574] : INFO : Epoch 1697 | loss: 0.0311915 | val_loss: 0.0311945 | Time: 3773.88 ms [2022-04-11 06:22:25 main:574] : INFO : Epoch 1698 | loss: 0.0311914 | val_loss: 0.0311939 | Time: 4071.24 ms [2022-04-11 06:22:29 main:574] : INFO : Epoch 1699 | loss: 0.0311913 | val_loss: 0.0311956 | Time: 4127.09 ms [2022-04-11 06:22:33 main:574] : INFO : Epoch 1700 | loss: 0.031192 | val_loss: 0.031194 | Time: 3804.88 ms [2022-04-11 06:22:37 main:574] : INFO : Epoch 1701 | loss: 0.0311915 | val_loss: 0.0311939 | Time: 3981.43 ms [2022-04-11 06:22:41 main:574] : INFO : Epoch 1702 | loss: 0.0311926 | val_loss: 0.031199 | Time: 3907.95 ms [2022-04-11 06:22:45 main:574] : INFO : Epoch 1703 | loss: 0.0311935 | val_loss: 0.0311949 | Time: 3982.78 ms [2022-04-11 06:22:49 main:574] : INFO : Epoch 1704 | loss: 0.031195 | val_loss: 0.0311974 | Time: 3785.54 ms [2022-04-11 06:22:53 main:574] : INFO : Epoch 1705 | loss: 0.0311936 | val_loss: 0.0311946 | Time: 3907.61 ms [2022-04-11 06:22:57 main:574] : INFO : Epoch 1706 | loss: 0.0311919 | val_loss: 0.0311941 | Time: 3967.71 ms [2022-04-11 06:23:00 main:574] : INFO : Epoch 1707 | loss: 0.0311929 | val_loss: 0.0311957 | Time: 3833.14 ms [2022-04-11 06:23:04 main:574] : INFO : Epoch 1708 | loss: 0.0311942 | val_loss: 0.0311937 | Time: 3886.47 ms [2022-04-11 06:23:08 main:574] : INFO : Epoch 1709 | loss: 0.0311924 | val_loss: 0.0311943 | Time: 3900.25 ms [2022-04-11 06:23:12 main:574] : INFO : Epoch 1710 | loss: 0.0311939 | val_loss: 0.0311958 | Time: 3962.33 ms [2022-04-11 06:23:16 main:574] : INFO : Epoch 1711 | loss: 0.0311941 | val_loss: 0.0311947 | Time: 3957.15 ms [2022-04-11 06:23:20 main:574] : INFO : Epoch 1712 | loss: 0.031192 | val_loss: 0.0311941 | Time: 3822.52 ms [2022-04-11 06:23:24 main:574] : INFO : Epoch 1713 | loss: 0.0311924 | val_loss: 0.0311934 | Time: 3834.61 ms [2022-04-11 06:23:28 main:574] : INFO : Epoch 1714 | loss: 0.0311944 | val_loss: 0.0311937 | Time: 3979.71 ms [2022-04-11 06:23:32 main:574] : INFO : Epoch 1715 | loss: 0.0311933 | val_loss: 0.0311958 | Time: 4075.58 ms [2022-04-11 06:23:36 main:574] : INFO : Epoch 1716 | loss: 0.0311935 | val_loss: 0.0312011 | Time: 3880.97 ms [2022-04-11 06:23:40 main:574] : INFO : Epoch 1717 | loss: 0.0311936 | val_loss: 0.0311939 | Time: 3872.97 ms [2022-04-11 06:23:44 main:574] : INFO : Epoch 1718 | loss: 0.0311921 | val_loss: 0.0311936 | Time: 3899.7 ms [2022-04-11 06:23:47 main:574] : INFO : Epoch 1719 | loss: 0.031192 | val_loss: 0.0311949 | Time: 3874.28 ms [2022-04-11 06:23:51 main:574] : INFO : Epoch 1720 | loss: 0.0311921 | val_loss: 0.0311938 | Time: 3795.96 ms [2022-04-11 06:23:55 main:574] : INFO : Epoch 1721 | loss: 0.0311923 | val_loss: 0.0311988 | Time: 3776.95 ms [2022-04-11 06:23:59 main:574] : INFO : Epoch 1722 | loss: 0.0311933 | val_loss: 0.0311937 | Time: 3981.13 ms [2022-04-11 06:24:03 main:574] : INFO : Epoch 1723 | loss: 0.031192 | val_loss: 0.0311937 | Time: 3996.77 ms [2022-04-11 06:24:07 main:574] : INFO : Epoch 1724 | loss: 0.0311919 | val_loss: 0.031194 | Time: 3927.35 ms [2022-04-11 06:24:11 main:574] : INFO : Epoch 1725 | loss: 0.0311937 | val_loss: 0.0311949 | Time: 3790.87 ms [2022-04-11 06:24:15 main:574] : INFO : Epoch 1726 | loss: 0.0311952 | val_loss: 0.0311943 | Time: 3847.93 ms [2022-04-11 06:24:19 main:574] : INFO : Epoch 1727 | loss: 0.0311938 | val_loss: 0.0311939 | Time: 4001.34 ms [2022-04-11 06:24:22 main:574] : INFO : Epoch 1728 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 3797.96 ms [2022-04-11 06:24:26 main:574] : INFO : Epoch 1729 | loss: 0.0311917 | val_loss: 0.031194 | Time: 3928.94 ms [2022-04-11 06:24:30 main:574] : INFO : Epoch 1730 | loss: 0.0311918 | val_loss: 0.0311949 | Time: 3938.78 ms [2022-04-11 06:24:34 main:574] : INFO : Epoch 1731 | loss: 0.0311935 | val_loss: 0.0311936 | Time: 3989.43 ms [2022-04-11 06:24:38 main:574] : INFO : Epoch 1732 | loss: 0.0311923 | val_loss: 0.0311965 | Time: 3838.32 ms [2022-04-11 06:24:42 main:574] : INFO : Epoch 1733 | loss: 0.0311924 | val_loss: 0.0311936 | Time: 3813.33 ms [2022-04-11 06:24:46 main:574] : INFO : Epoch 1734 | loss: 0.0311933 | val_loss: 0.0311951 | Time: 4058.78 ms [2022-04-11 06:24:50 main:574] : INFO : Epoch 1735 | loss: 0.0311934 | val_loss: 0.0311946 | Time: 3890.27 ms [2022-04-11 06:24:54 main:574] : INFO : Epoch 1736 | loss: 0.0311923 | val_loss: 0.0311937 | Time: 3904.71 ms [2022-04-11 06:24:58 main:574] : INFO : Epoch 1737 | loss: 0.0311949 | val_loss: 0.0311946 | Time: 3757.13 ms [2022-04-11 06:25:02 main:574] : INFO : Epoch 1738 | loss: 0.0311937 | val_loss: 0.0311989 | Time: 4196.78 ms [2022-04-11 06:25:06 main:574] : INFO : Epoch 1739 | loss: 0.0311934 | val_loss: 0.0311941 | Time: 4065.66 ms [2022-04-11 06:25:10 main:574] : INFO : Epoch 1740 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 3836.68 ms [2022-04-11 06:25:14 main:574] : INFO : Epoch 1741 | loss: 0.0311921 | val_loss: 0.0311945 | Time: 3859.13 ms [2022-04-11 06:25:17 main:574] : INFO : Epoch 1742 | loss: 0.0311919 | val_loss: 0.0311939 | Time: 3847.9 ms [2022-04-11 06:25:21 main:574] : INFO : Epoch 1743 | loss: 0.031192 | val_loss: 0.031195 | Time: 4057.38 ms [2022-04-11 06:25:25 main:574] : INFO : Epoch 1744 | loss: 0.0311957 | val_loss: 0.0312115 | Time: 3831.2 ms [2022-04-11 06:25:29 main:574] : INFO : Epoch 1745 | loss: 0.0311964 | val_loss: 0.0311983 | Time: 3714.44 ms [2022-04-11 06:25:33 main:574] : INFO : Epoch 1746 | loss: 0.0311926 | val_loss: 0.0311947 | Time: 4053.86 ms [2022-04-11 06:25:37 main:574] : INFO : Epoch 1747 | loss: 0.0311916 | val_loss: 0.0311941 | Time: 4035.76 ms [2022-04-11 06:25:41 main:574] : INFO : Epoch 1748 | loss: 0.0311918 | val_loss: 0.0311937 | Time: 3961.55 ms [2022-04-11 06:25:45 main:574] : INFO : Epoch 1749 | loss: 0.0311916 | val_loss: 0.0311944 | Time: 3773.16 ms [2022-04-11 06:25:49 main:574] : INFO : Epoch 1750 | loss: 0.0311917 | val_loss: 0.0311941 | Time: 3933.41 ms [2022-04-11 06:25:53 main:574] : INFO : Epoch 1751 | loss: 0.0311922 | val_loss: 0.0311958 | Time: 3940.3 ms [2022-04-11 06:25:57 main:574] : INFO : Epoch 1752 | loss: 0.0311933 | val_loss: 0.0311957 | Time: 3834.68 ms [2022-04-11 06:26:00 main:574] : INFO : Epoch 1753 | loss: 0.0311951 | val_loss: 0.0311961 | Time: 3843.64 ms [2022-04-11 06:26:04 main:574] : INFO : Epoch 1754 | loss: 0.0311937 | val_loss: 0.0311973 | Time: 3904.74 ms [2022-04-11 06:26:08 main:574] : INFO : Epoch 1755 | loss: 0.0311939 | val_loss: 0.0311935 | Time: 4113.14 ms [2022-04-11 06:26:12 main:574] : INFO : Epoch 1756 | loss: 0.0311929 | val_loss: 0.0311932 | Time: 3910.85 ms [2022-04-11 06:26:16 main:574] : INFO : Epoch 1757 | loss: 0.0311939 | val_loss: 0.0311934 | Time: 3849.93 ms [2022-04-11 06:26:20 main:574] : INFO : Epoch 1758 | loss: 0.0311936 | val_loss: 0.0311931 | Time: 3901.55 ms [2022-04-11 06:26:24 main:574] : INFO : Epoch 1759 | loss: 0.0311935 | val_loss: 0.0311929 | Time: 3891.82 ms [2022-04-11 06:26:28 main:574] : INFO : Epoch 1760 | loss: 0.0311924 | val_loss: 0.0311952 | Time: 3861.46 ms [2022-04-11 06:26:32 main:574] : INFO : Epoch 1761 | loss: 0.0311941 | val_loss: 0.0311946 | Time: 3774.91 ms [2022-04-11 06:26:36 main:574] : INFO : Epoch 1762 | loss: 0.0311938 | val_loss: 0.0311939 | Time: 4017.81 ms [2022-04-11 06:26:40 main:574] : INFO : Epoch 1763 | loss: 0.0311921 | val_loss: 0.0311937 | Time: 4032.37 ms [2022-04-11 06:26:44 main:574] : INFO : Epoch 1764 | loss: 0.0311929 | val_loss: 0.0311932 | Time: 3879.23 ms [2022-04-11 06:26:48 main:574] : INFO : Epoch 1765 | loss: 0.0311922 | val_loss: 0.0311973 | Time: 3878.33 ms [2022-04-11 06:26:51 main:574] : INFO : Epoch 1766 | loss: 0.031192 | val_loss: 0.0311932 | Time: 3939.88 ms [2022-04-11 06:26:55 main:574] : INFO : Epoch 1767 | loss: 0.0311917 | val_loss: 0.0311933 | Time: 3970.09 ms [2022-04-11 06:26:59 main:574] : INFO : Epoch 1768 | loss: 0.0311923 | val_loss: 0.0311934 | Time: 3750.23 ms [2022-04-11 06:27:03 main:574] : INFO : Epoch 1769 | loss: 0.0311938 | val_loss: 0.0311941 | Time: 3783.79 ms [2022-04-11 06:27:07 main:574] : INFO : Epoch 1770 | loss: 0.031193 | val_loss: 0.0311929 | Time: 4051.67 ms [2022-04-11 06:27:11 main:574] : INFO : Epoch 1771 | loss: 0.0311918 | val_loss: 0.0311969 | Time: 4082.19 ms [2022-04-11 06:27:15 main:574] : INFO : Epoch 1772 | loss: 0.0311926 | val_loss: 0.0311935 | Time: 3948.9 ms [2022-04-11 06:27:19 main:574] : INFO : Epoch 1773 | loss: 0.0311934 | val_loss: 0.0311961 | Time: 3871.31 ms [2022-04-11 06:27:23 main:574] : INFO : Epoch 1774 | loss: 0.0311926 | val_loss: 0.0311931 | Time: 3933.11 ms [2022-04-11 06:27:27 main:574] : INFO : Epoch 1775 | loss: 0.031192 | val_loss: 0.0311943 | Time: 3994.6 ms [2022-04-11 06:27:31 main:574] : INFO : Epoch 1776 | loss: 0.0311923 | val_loss: 0.0311974 | Time: 3923.68 ms [2022-04-11 06:27:35 main:574] : INFO : Epoch 1777 | loss: 0.0311932 | val_loss: 0.0311966 | Time: 3786.36 ms [2022-04-11 06:27:38 main:574] : INFO : Epoch 1778 | loss: 0.031193 | val_loss: 0.0311936 | Time: 3844.71 ms [2022-04-11 06:27:42 main:574] : INFO : Epoch 1779 | loss: 0.0311924 | val_loss: 0.0311936 | Time: 3957.14 ms [2022-04-11 06:27:46 main:574] : INFO : Epoch 1780 | loss: 0.0311941 | val_loss: 0.0311929 | Time: 3931.49 ms [2022-04-11 06:27:50 main:574] : INFO : Epoch 1781 | loss: 0.0311942 | val_loss: 0.0311935 | Time: 3878.16 ms [2022-04-11 06:27:54 main:574] : INFO : Epoch 1782 | loss: 0.0311912 | val_loss: 0.031193 | Time: 3883.39 ms [2022-04-11 06:27:58 main:574] : INFO : Epoch 1783 | loss: 0.0311925 | val_loss: 0.0311942 | Time: 3965.33 ms [2022-04-11 06:28:02 main:574] : INFO : Epoch 1784 | loss: 0.0311941 | val_loss: 0.0311934 | Time: 3886.85 ms [2022-04-11 06:28:06 main:574] : INFO : Epoch 1785 | loss: 0.0311939 | val_loss: 0.0311932 | Time: 3838.55 ms [2022-04-11 06:28:10 main:574] : INFO : Epoch 1786 | loss: 0.0311925 | val_loss: 0.0311977 | Time: 4065.74 ms [2022-04-11 06:28:14 main:574] : INFO : Epoch 1787 | loss: 0.0311921 | val_loss: 0.0311932 | Time: 3943.56 ms [2022-04-11 06:28:18 main:574] : INFO : Epoch 1788 | loss: 0.0311917 | val_loss: 0.0311946 | Time: 3946.6 ms [2022-04-11 06:28:22 main:574] : INFO : Epoch 1789 | loss: 0.0311922 | val_loss: 0.0311929 | Time: 3797.48 ms [2022-04-11 06:28:26 main:574] : INFO : Epoch 1790 | loss: 0.0311916 | val_loss: 0.0311931 | Time: 4000.02 ms [2022-04-11 06:28:30 main:574] : INFO : Epoch 1791 | loss: 0.0311916 | val_loss: 0.0311955 | Time: 3948.54 ms [2022-04-11 06:28:33 main:574] : INFO : Epoch 1792 | loss: 0.0311916 | val_loss: 0.0311929 | Time: 3890.73 ms [2022-04-11 06:28:37 main:574] : INFO : Epoch 1793 | loss: 0.0311916 | val_loss: 0.0311934 | Time: 3919.02 ms [2022-04-11 06:28:41 main:574] : INFO : Epoch 1794 | loss: 0.0311928 | val_loss: 0.031193 | Time: 3913.81 ms [2022-04-11 06:28:45 main:574] : INFO : Epoch 1795 | loss: 0.0311938 | val_loss: 0.0311943 | Time: 4089.59 ms [2022-04-11 06:28:49 main:574] : INFO : Epoch 1796 | loss: 0.0311926 | val_loss: 0.0311928 | Time: 3910.91 ms [2022-04-11 06:28:53 main:574] : INFO : Epoch 1797 | loss: 0.0311916 | val_loss: 0.031194 | Time: 3823.54 ms [2022-04-11 06:28:57 main:574] : INFO : Epoch 1798 | loss: 0.0311922 | val_loss: 0.0311936 | Time: 3916.1 ms [2022-04-11 06:29:01 main:574] : INFO : Epoch 1799 | loss: 0.0311922 | val_loss: 0.0311935 | Time: 3875.19 ms [2022-04-11 06:29:05 main:574] : INFO : Epoch 1800 | loss: 0.0311917 | val_loss: 0.031195 | Time: 4049.83 ms [2022-04-11 06:29:09 main:574] : INFO : Epoch 1801 | loss: 0.0311978 | val_loss: 0.0311955 | Time: 3761.66 ms [2022-04-11 06:29:13 main:574] : INFO : Epoch 1802 | loss: 0.031195 | val_loss: 0.0311953 | Time: 3940.24 ms [2022-04-11 06:29:17 main:574] : INFO : Epoch 1803 | loss: 0.0311938 | val_loss: 0.0311993 | Time: 4049.24 ms [2022-04-11 06:29:21 main:574] : INFO : Epoch 1804 | loss: 0.0311951 | val_loss: 0.0311942 | Time: 4072.02 ms [2022-04-11 06:29:25 main:574] : INFO : Epoch 1805 | loss: 0.0311917 | val_loss: 0.0311933 | Time: 3886.32 ms [2022-04-11 06:29:29 main:574] : INFO : Epoch 1806 | loss: 0.0311917 | val_loss: 0.0311933 | Time: 3813.33 ms [2022-04-11 06:29:33 main:574] : INFO : Epoch 1807 | loss: 0.0311916 | val_loss: 0.0311951 | Time: 3985.36 ms [2022-04-11 06:29:36 main:574] : INFO : Epoch 1808 | loss: 0.0311931 | val_loss: 0.0311975 | Time: 3909.77 ms [2022-04-11 06:29:40 main:574] : INFO : Epoch 1809 | loss: 0.0311923 | val_loss: 0.0311934 | Time: 3849.2 ms [2022-04-11 06:29:44 main:574] : INFO : Epoch 1810 | loss: 0.0311921 | val_loss: 0.0311931 | Time: 3930.13 ms [2022-04-11 06:29:48 main:574] : INFO : Epoch 1811 | loss: 0.0311913 | val_loss: 0.0311934 | Time: 3940.53 ms [2022-04-11 06:29:52 main:574] : INFO : Epoch 1812 | loss: 0.0311915 | val_loss: 0.0311922 | Time: 4048.77 ms [2022-04-11 06:29:56 main:574] : INFO : Epoch 1813 | loss: 0.0311915 | val_loss: 0.0311925 | Time: 3805.85 ms [2022-04-11 06:30:00 main:574] : INFO : Epoch 1814 | loss: 0.031192 | val_loss: 0.0311926 | Time: 4017.38 ms [2022-04-11 06:30:04 main:574] : INFO : Epoch 1815 | loss: 0.0311925 | val_loss: 0.0311935 | Time: 3986.99 ms [2022-04-11 06:30:08 main:574] : INFO : Epoch 1816 | loss: 0.031192 | val_loss: 0.0311933 | Time: 3840.05 ms [2022-04-11 06:30:12 main:574] : INFO : Epoch 1817 | loss: 0.0311924 | val_loss: 0.0311935 | Time: 3864.39 ms [2022-04-11 06:30:16 main:574] : INFO : Epoch 1818 | loss: 0.0311929 | val_loss: 0.0311932 | Time: 3837.65 ms [2022-04-11 06:30:20 main:574] : INFO : Epoch 1819 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 3945.91 ms [2022-04-11 06:30:23 main:574] : INFO : Epoch 1820 | loss: 0.0311927 | val_loss: 0.0311926 | Time: 3829.13 ms [2022-04-11 06:30:27 main:574] : INFO : Epoch 1821 | loss: 0.0311922 | val_loss: 0.0311955 | Time: 3848.39 ms [2022-04-11 06:30:31 main:574] : INFO : Epoch 1822 | loss: 0.0311929 | val_loss: 0.031193 | Time: 3805.34 ms [2022-04-11 06:30:35 main:574] : INFO : Epoch 1823 | loss: 0.031192 | val_loss: 0.0311947 | Time: 3855.75 ms [2022-04-11 06:30:39 main:574] : INFO : Epoch 1824 | loss: 0.0311925 | val_loss: 0.0311927 | Time: 3846.02 ms [2022-04-11 06:30:43 main:574] : INFO : Epoch 1825 | loss: 0.0311929 | val_loss: 0.0311929 | Time: 3711.73 ms [2022-04-11 06:30:47 main:574] : INFO : Epoch 1826 | loss: 0.0311921 | val_loss: 0.0311926 | Time: 4009.48 ms [2022-04-11 06:30:51 main:574] : INFO : Epoch 1827 | loss: 0.0311937 | val_loss: 0.0311977 | Time: 4014.58 ms [2022-04-11 06:30:55 main:574] : INFO : Epoch 1828 | loss: 0.031193 | val_loss: 0.0311924 | Time: 4168.7 ms [2022-04-11 06:30:59 main:574] : INFO : Epoch 1829 | loss: 0.0311916 | val_loss: 0.0311928 | Time: 3839.95 ms [2022-04-11 06:31:02 main:574] : INFO : Epoch 1830 | loss: 0.0311928 | val_loss: 0.0311944 | Time: 3825.16 ms [2022-04-11 06:31:06 main:574] : INFO : Epoch 1831 | loss: 0.0311942 | val_loss: 0.0311932 | Time: 4021.64 ms [2022-04-11 06:31:10 main:574] : INFO : Epoch 1832 | loss: 0.0311939 | val_loss: 0.0311941 | Time: 3960.47 ms [2022-04-11 06:31:14 main:574] : INFO : Epoch 1833 | loss: 0.0311946 | val_loss: 0.0311939 | Time: 3908.21 ms [2022-04-11 06:31:18 main:574] : INFO : Epoch 1834 | loss: 0.0311941 | val_loss: 0.0311946 | Time: 3871.7 ms [2022-04-11 06:31:22 main:574] : INFO : Epoch 1835 | loss: 0.0311937 | val_loss: 0.0311931 | Time: 4110.65 ms [2022-04-11 06:31:26 main:574] : INFO : Epoch 1836 | loss: 0.0311933 | val_loss: 0.0311942 | Time: 3945.46 ms [2022-04-11 06:31:30 main:574] : INFO : Epoch 1837 | loss: 0.0311921 | val_loss: 0.0311924 | Time: 3944.53 ms [2022-04-11 06:31:34 main:574] : INFO : Epoch 1838 | loss: 0.0311916 | val_loss: 0.031193 | Time: 3912.25 ms [2022-04-11 06:31:38 main:574] : INFO : Epoch 1839 | loss: 0.0311917 | val_loss: 0.0311931 | Time: 3907.65 ms [2022-04-11 06:31:42 main:574] : INFO : Epoch 1840 | loss: 0.0311948 | val_loss: 0.0311976 | Time: 3961.2 ms [2022-04-11 06:31:46 main:574] : INFO : Epoch 1841 | loss: 0.0311955 | val_loss: 0.031194 | Time: 3812.04 ms [2022-04-11 06:31:50 main:574] : INFO : Epoch 1842 | loss: 0.0311929 | val_loss: 0.0311926 | Time: 3932.79 ms [2022-04-11 06:31:54 main:574] : INFO : Epoch 1843 | loss: 0.031192 | val_loss: 0.0311922 | Time: 4050.1 ms [2022-04-11 06:31:58 main:574] : INFO : Epoch 1844 | loss: 0.0311924 | val_loss: 0.0311929 | Time: 3993.69 ms [2022-04-11 06:32:02 main:574] : INFO : Epoch 1845 | loss: 0.0311932 | val_loss: 0.0311949 | Time: 3853.72 ms [2022-04-11 06:32:06 main:574] : INFO : Epoch 1846 | loss: 0.0311931 | val_loss: 0.0311936 | Time: 3863.98 ms [2022-04-11 06:32:10 main:574] : INFO : Epoch 1847 | loss: 0.0311938 | val_loss: 0.0311928 | Time: 4127.71 ms [2022-04-11 06:32:14 main:574] : INFO : Epoch 1848 | loss: 0.0311927 | val_loss: 0.0311927 | Time: 3902.25 ms [2022-04-11 06:32:17 main:574] : INFO : Epoch 1849 | loss: 0.0311921 | val_loss: 0.0311937 | Time: 3807.96 ms [2022-04-11 06:32:21 main:574] : INFO : Epoch 1850 | loss: 0.0311929 | val_loss: 0.0311996 | Time: 3887.06 ms [2022-04-11 06:32:25 main:574] : INFO : Epoch 1851 | loss: 0.0311947 | val_loss: 0.0311969 | Time: 4126.87 ms [2022-04-11 06:32:29 main:574] : INFO : Epoch 1852 | loss: 0.0311947 | val_loss: 0.0311985 | Time: 4061.75 ms [2022-04-11 06:32:33 main:574] : INFO : Epoch 1853 | loss: 0.0311927 | val_loss: 0.0311927 | Time: 3808.38 ms [2022-04-11 06:32:37 main:574] : INFO : Epoch 1854 | loss: 0.0311927 | val_loss: 0.0311931 | Time: 3908.14 ms [2022-04-11 06:32:41 main:574] : INFO : Epoch 1855 | loss: 0.0311923 | val_loss: 0.0311927 | Time: 4009.57 ms [2022-04-11 06:32:45 main:574] : INFO : Epoch 1856 | loss: 0.0311944 | val_loss: 0.0311952 | Time: 4089.29 ms [2022-04-11 06:32:49 main:574] : INFO : Epoch 1857 | loss: 0.0311938 | val_loss: 0.0311942 | Time: 3831.42 ms [2022-04-11 06:32:53 main:574] : INFO : Epoch 1858 | loss: 0.0311923 | val_loss: 0.0311929 | Time: 3890.89 ms [2022-04-11 06:32:57 main:574] : INFO : Epoch 1859 | loss: 0.0311933 | val_loss: 0.0311932 | Time: 4113.03 ms [2022-04-11 06:33:01 main:574] : INFO : Epoch 1860 | loss: 0.0311943 | val_loss: 0.031196 | Time: 3995.1 ms [2022-04-11 06:33:05 main:574] : INFO : Epoch 1861 | loss: 0.0311929 | val_loss: 0.0311928 | Time: 3889.53 ms [2022-04-11 06:33:09 main:574] : INFO : Epoch 1862 | loss: 0.0311921 | val_loss: 0.0311925 | Time: 3816.22 ms [2022-04-11 06:33:13 main:574] : INFO : Epoch 1863 | loss: 0.0311922 | val_loss: 0.0311957 | Time: 3933.21 ms [2022-04-11 06:33:17 main:574] : INFO : Epoch 1864 | loss: 0.0311931 | val_loss: 0.031194 | Time: 3932.61 ms [2022-04-11 06:33:21 main:574] : INFO : Epoch 1865 | loss: 0.0311923 | val_loss: 0.0311924 | Time: 3861.49 ms [2022-04-11 06:33:24 main:574] : INFO : Epoch 1866 | loss: 0.0311932 | val_loss: 0.0311926 | Time: 3831.84 ms [2022-04-11 06:33:28 main:574] : INFO : Epoch 1867 | loss: 0.0311924 | val_loss: 0.0311933 | Time: 3952.94 ms [2022-04-11 06:33:32 main:574] : INFO : Epoch 1868 | loss: 0.0311919 | val_loss: 0.0311952 | Time: 4029.5 ms [2022-04-11 06:33:36 main:574] : INFO : Epoch 1869 | loss: 0.0311927 | val_loss: 0.0311922 | Time: 3886.22 ms [2022-04-11 06:33:40 main:574] : INFO : Epoch 1870 | loss: 0.031192 | val_loss: 0.0311926 | Time: 3909.27 ms [2022-04-11 06:33:44 main:574] : INFO : Epoch 1871 | loss: 0.0311917 | val_loss: 0.0311924 | Time: 3931.94 ms [2022-04-11 06:33:48 main:574] : INFO : Epoch 1872 | loss: 0.0311923 | val_loss: 0.0311922 | Time: 3846.2 ms [2022-04-11 06:33:52 main:574] : INFO : Epoch 1873 | loss: 0.0311992 | val_loss: 0.0311949 | Time: 3832.31 ms [2022-04-11 06:33:56 main:574] : INFO : Epoch 1874 | loss: 0.0311939 | val_loss: 0.0311949 | Time: 3873.3 ms [2022-04-11 06:34:00 main:574] : INFO : Epoch 1875 | loss: 0.0311925 | val_loss: 0.0311915 | Time: 4017.84 ms [2022-04-11 06:34:04 main:574] : INFO : Epoch 1876 | loss: 0.0311917 | val_loss: 0.0311929 | Time: 3943.7 ms [2022-04-11 06:34:08 main:574] : INFO : Epoch 1877 | loss: 0.0311927 | val_loss: 0.0311917 | Time: 3804.59 ms [2022-04-11 06:34:11 main:574] : INFO : Epoch 1878 | loss: 0.0311921 | val_loss: 0.0311937 | Time: 3872.92 ms [2022-04-11 06:34:15 main:574] : INFO : Epoch 1879 | loss: 0.0311923 | val_loss: 0.0311919 | Time: 3965.57 ms [2022-04-11 06:34:19 main:574] : INFO : Epoch 1880 | loss: 0.0311944 | val_loss: 0.0311959 | Time: 4090.42 ms [2022-04-11 06:34:23 main:574] : INFO : Epoch 1881 | loss: 0.0311931 | val_loss: 0.0311918 | Time: 3808.91 ms [2022-04-11 06:34:27 main:574] : INFO : Epoch 1882 | loss: 0.0311917 | val_loss: 0.0311916 | Time: 3889.44 ms [2022-04-11 06:34:31 main:574] : INFO : Epoch 1883 | loss: 0.0311941 | val_loss: 0.0311971 | Time: 4009.94 ms [2022-04-11 06:34:35 main:574] : INFO : Epoch 1884 | loss: 0.0311925 | val_loss: 0.0311918 | Time: 4101.01 ms [2022-04-11 06:34:39 main:574] : INFO : Epoch 1885 | loss: 0.0311922 | val_loss: 0.0311917 | Time: 3866.08 ms [2022-04-11 06:34:43 main:574] : INFO : Epoch 1886 | loss: 0.0311921 | val_loss: 0.0311933 | Time: 3735.25 ms [2022-04-11 06:34:47 main:574] : INFO : Epoch 1887 | loss: 0.0311915 | val_loss: 0.0311913 | Time: 4039.75 ms [2022-04-11 06:35:01 main:574] : INFO : Epoch 1888 | loss: 0.0311916 | val_loss: 0.0311924 | Time: 14171.6 ms [2022-04-11 06:35:05 main:574] : INFO : Epoch 1889 | loss: 0.0311911 | val_loss: 0.0311915 | Time: 3857.34 ms [2022-04-11 06:35:09 main:574] : INFO : Epoch 1890 | loss: 0.0311933 | val_loss: 0.0311939 | Time: 3836.79 ms [2022-04-11 06:35:13 main:574] : INFO : Epoch 1891 | loss: 0.031193 | val_loss: 0.0311921 | Time: 3982.82 ms [2022-04-11 06:35:17 main:574] : INFO : Epoch 1892 | loss: 0.0311957 | val_loss: 0.0311925 | Time: 3956.1 ms [2022-04-11 06:35:21 main:574] : INFO : Epoch 1893 | loss: 0.0311946 | val_loss: 0.0311942 | Time: 3824.34 ms [2022-04-11 06:35:25 main:574] : INFO : Epoch 1894 | loss: 0.031194 | val_loss: 0.0311918 | Time: 3941.7 ms [2022-04-11 06:35:28 main:574] : INFO : Epoch 1895 | loss: 0.0311931 | val_loss: 0.0311968 | Time: 3924.52 ms [2022-04-11 06:35:32 main:574] : INFO : Epoch 1896 | loss: 0.0311926 | val_loss: 0.0311951 | Time: 3932.76 ms [2022-04-11 06:35:36 main:574] : INFO : Epoch 1897 | loss: 0.0311924 | val_loss: 0.0311941 | Time: 3813.18 ms [2022-04-11 06:35:40 main:574] : INFO : Epoch 1898 | loss: 0.0311936 | val_loss: 0.0311953 | Time: 3814.57 ms [2022-04-11 06:35:44 main:574] : INFO : Epoch 1899 | loss: 0.0311929 | val_loss: 0.0311928 | Time: 4129.85 ms [2022-04-11 06:35:48 main:574] : INFO : Epoch 1900 | loss: 0.0311926 | val_loss: 0.0311918 | Time: 4018.2 ms [2022-04-11 06:35:52 main:574] : INFO : Epoch 1901 | loss: 0.0311928 | val_loss: 0.0311928 | Time: 3843.58 ms [2022-04-11 06:35:56 main:574] : INFO : Epoch 1902 | loss: 0.0311938 | val_loss: 0.0311927 | Time: 3886.07 ms [2022-04-11 06:36:00 main:574] : INFO : Epoch 1903 | loss: 0.0311929 | val_loss: 0.0311936 | Time: 3915.05 ms [2022-04-11 06:36:04 main:574] : INFO : Epoch 1904 | loss: 0.0311936 | val_loss: 0.0311925 | Time: 4163.63 ms [2022-04-11 06:36:08 main:574] : INFO : Epoch 1905 | loss: 0.031194 | val_loss: 0.0311913 | Time: 3825 ms [2022-04-11 06:36:12 main:574] : INFO : Epoch 1906 | loss: 0.0311917 | val_loss: 0.0311915 | Time: 3847.95 ms [2022-04-11 06:36:16 main:574] : INFO : Epoch 1907 | loss: 0.031192 | val_loss: 0.0311914 | Time: 3952.72 ms [2022-04-11 06:36:20 main:574] : INFO : Epoch 1908 | loss: 0.0311936 | val_loss: 0.031193 | Time: 4020.72 ms [2022-04-11 06:36:24 main:574] : INFO : Epoch 1909 | loss: 0.0311927 | val_loss: 0.0311924 | Time: 3863.39 ms [2022-04-11 06:36:27 main:574] : INFO : Epoch 1910 | loss: 0.0311914 | val_loss: 0.0311912 | Time: 3811.14 ms [2022-04-11 06:36:31 main:574] : INFO : Epoch 1911 | loss: 0.0311924 | val_loss: 0.0311928 | Time: 3915.31 ms [2022-04-11 06:36:35 main:574] : INFO : Epoch 1912 | loss: 0.0311916 | val_loss: 0.0311916 | Time: 3867.14 ms [2022-04-11 06:36:39 main:574] : INFO : Epoch 1913 | loss: 0.0311923 | val_loss: 0.0311924 | Time: 3928.27 ms [2022-04-11 06:36:43 main:574] : INFO : Epoch 1914 | loss: 0.0311951 | val_loss: 0.0311956 | Time: 3772.66 ms [2022-04-11 06:36:47 main:574] : INFO : Epoch 1915 | loss: 0.0311926 | val_loss: 0.0311918 | Time: 3982.21 ms [2022-04-11 06:36:51 main:574] : INFO : Epoch 1916 | loss: 0.0311932 | val_loss: 0.0311935 | Time: 3686.28 ms [2022-04-11 06:36:55 main:574] : INFO : Epoch 1917 | loss: 0.0311939 | val_loss: 0.0311923 | Time: 3739.51 ms [2022-04-11 06:36:58 main:574] : INFO : Epoch 1918 | loss: 0.0311919 | val_loss: 0.0311918 | Time: 3770.5 ms [2022-04-11 06:37:02 main:574] : INFO : Epoch 1919 | loss: 0.0311938 | val_loss: 0.0311924 | Time: 3838.12 ms [2022-04-11 06:37:06 main:574] : INFO : Epoch 1920 | loss: 0.0311921 | val_loss: 0.0311922 | Time: 3993.68 ms [2022-04-11 06:37:10 main:574] : INFO : Epoch 1921 | loss: 0.0311928 | val_loss: 0.0311925 | Time: 3809.4 ms [2022-04-11 06:37:14 main:574] : INFO : Epoch 1922 | loss: 0.0311921 | val_loss: 0.0311916 | Time: 3893.02 ms [2022-04-11 06:37:18 main:574] : INFO : Epoch 1923 | loss: 0.0311914 | val_loss: 0.0311941 | Time: 3966.37 ms [2022-04-11 06:37:22 main:574] : INFO : Epoch 1924 | loss: 0.0311913 | val_loss: 0.0311943 | Time: 3991.87 ms [2022-04-11 06:37:26 main:574] : INFO : Epoch 1925 | loss: 0.0311942 | val_loss: 0.0311913 | Time: 3860.07 ms [2022-04-11 06:37:30 main:574] : INFO : Epoch 1926 | loss: 0.0311922 | val_loss: 0.031199 | Time: 3831.89 ms [2022-04-11 06:37:34 main:574] : INFO : Epoch 1927 | loss: 0.0311979 | val_loss: 0.0311971 | Time: 4020.16 ms [2022-04-11 06:37:37 main:574] : INFO : Epoch 1928 | loss: 0.031193 | val_loss: 0.0311952 | Time: 3892.52 ms [2022-04-11 06:37:41 main:574] : INFO : Epoch 1929 | loss: 0.0311942 | val_loss: 0.0311915 | Time: 3826.14 ms [2022-04-11 06:37:45 main:574] : INFO : Epoch 1930 | loss: 0.0311928 | val_loss: 0.0311916 | Time: 3879.79 ms [2022-04-11 06:37:49 main:574] : INFO : Epoch 1931 | loss: 0.0311913 | val_loss: 0.031192 | Time: 4065.17 ms [2022-04-11 06:37:53 main:574] : INFO : Epoch 1932 | loss: 0.0311908 | val_loss: 0.0311916 | Time: 4011.65 ms [2022-04-11 06:37:57 main:574] : INFO : Epoch 1933 | loss: 0.031191 | val_loss: 0.0311923 | Time: 3787.53 ms [2022-04-11 06:38:01 main:574] : INFO : Epoch 1934 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 3916.57 ms [2022-04-11 06:38:05 main:574] : INFO : Epoch 1935 | loss: 0.0311931 | val_loss: 0.0311936 | Time: 3952.55 ms [2022-04-11 06:38:09 main:574] : INFO : Epoch 1936 | loss: 0.0311922 | val_loss: 0.0311917 | Time: 4037.25 ms [2022-04-11 06:38:13 main:574] : INFO : Epoch 1937 | loss: 0.0311916 | val_loss: 0.0311945 | Time: 3834.52 ms [2022-04-11 06:38:17 main:574] : INFO : Epoch 1938 | loss: 0.0311926 | val_loss: 0.031193 | Time: 3798.55 ms [2022-04-11 06:38:21 main:574] : INFO : Epoch 1939 | loss: 0.0311919 | val_loss: 0.0311915 | Time: 4073.96 ms [2022-04-11 06:38:25 main:574] : INFO : Epoch 1940 | loss: 0.0311916 | val_loss: 0.031192 | Time: 4083.46 ms [2022-04-11 06:38:29 main:574] : INFO : Epoch 1941 | loss: 0.031191 | val_loss: 0.0311913 | Time: 3938.84 ms [2022-04-11 06:38:32 main:574] : INFO : Epoch 1942 | loss: 0.0311911 | val_loss: 0.0311926 | Time: 3773.1 ms [2022-04-11 06:38:37 main:574] : INFO : Epoch 1943 | loss: 0.0311953 | val_loss: 0.0311928 | Time: 4064.05 ms [2022-04-11 06:38:41 main:574] : INFO : Epoch 1944 | loss: 0.0311926 | val_loss: 0.0311916 | Time: 3958.76 ms [2022-04-11 06:38:44 main:574] : INFO : Epoch 1945 | loss: 0.0311922 | val_loss: 0.0311946 | Time: 3859.11 ms [2022-04-11 06:38:48 main:574] : INFO : Epoch 1946 | loss: 0.0311923 | val_loss: 0.0311928 | Time: 3793.37 ms [2022-04-11 06:38:52 main:574] : INFO : Epoch 1947 | loss: 0.0311916 | val_loss: 0.0311915 | Time: 3907.77 ms [2022-04-11 06:38:56 main:574] : INFO : Epoch 1948 | loss: 0.0311909 | val_loss: 0.0311945 | Time: 4042.4 ms [2022-04-11 06:39:00 main:574] : INFO : Epoch 1949 | loss: 0.0311915 | val_loss: 0.0311913 | Time: 3855.77 ms [2022-04-11 06:39:04 main:574] : INFO : Epoch 1950 | loss: 0.0311916 | val_loss: 0.0311924 | Time: 3871.52 ms [2022-04-11 06:39:08 main:574] : INFO : Epoch 1951 | loss: 0.0311913 | val_loss: 0.0311915 | Time: 3823.11 ms [2022-04-11 06:39:12 main:574] : INFO : Epoch 1952 | loss: 0.0311919 | val_loss: 0.0311925 | Time: 3881.54 ms [2022-04-11 06:39:15 main:574] : INFO : Epoch 1953 | loss: 0.0311934 | val_loss: 0.0311935 | Time: 3833.07 ms [2022-04-11 06:39:19 main:574] : INFO : Epoch 1954 | loss: 0.0311933 | val_loss: 0.0311928 | Time: 3817.85 ms [2022-04-11 06:39:23 main:574] : INFO : Epoch 1955 | loss: 0.0311934 | val_loss: 0.0311927 | Time: 4140.36 ms [2022-04-11 06:39:27 main:574] : INFO : Epoch 1956 | loss: 0.0311911 | val_loss: 0.0311952 | Time: 3954.14 ms [2022-04-11 06:39:31 main:574] : INFO : Epoch 1957 | loss: 0.0311917 | val_loss: 0.0311925 | Time: 3874.66 ms [2022-04-11 06:39:35 main:574] : INFO : Epoch 1958 | loss: 0.0311934 | val_loss: 0.0311937 | Time: 3836.24 ms [2022-04-11 06:39:39 main:574] : INFO : Epoch 1959 | loss: 0.0311933 | val_loss: 0.0311927 | Time: 3963.74 ms [2022-04-11 06:39:43 main:574] : INFO : Epoch 1960 | loss: 0.0311937 | val_loss: 0.0311967 | Time: 3978.87 ms [2022-04-11 06:39:47 main:574] : INFO : Epoch 1961 | loss: 0.0311938 | val_loss: 0.0311925 | Time: 3789.94 ms [2022-04-11 06:39:51 main:574] : INFO : Epoch 1962 | loss: 0.0311922 | val_loss: 0.0311918 | Time: 3792.07 ms [2022-04-11 06:39:55 main:574] : INFO : Epoch 1963 | loss: 0.0311913 | val_loss: 0.0311948 | Time: 4014.08 ms [2022-04-11 06:39:59 main:574] : INFO : Epoch 1964 | loss: 0.0311921 | val_loss: 0.0311927 | Time: 4021.36 ms [2022-04-11 06:40:03 main:574] : INFO : Epoch 1965 | loss: 0.0311909 | val_loss: 0.0311913 | Time: 3939.51 ms [2022-04-11 06:40:06 main:574] : INFO : Epoch 1966 | loss: 0.0311912 | val_loss: 0.0311954 | Time: 3759.22 ms [2022-04-11 06:40:10 main:574] : INFO : Epoch 1967 | loss: 0.0311918 | val_loss: 0.0311925 | Time: 3968.39 ms [2022-04-11 06:40:14 main:574] : INFO : Epoch 1968 | loss: 0.0311919 | val_loss: 0.0311929 | Time: 4068.46 ms [2022-04-11 06:40:18 main:574] : INFO : Epoch 1969 | loss: 0.0311919 | val_loss: 0.0311924 | Time: 3916.46 ms [2022-04-11 06:40:22 main:574] : INFO : Epoch 1970 | loss: 0.0311936 | val_loss: 0.0311963 | Time: 3838.3 ms [2022-04-11 06:40:26 main:574] : INFO : Epoch 1971 | loss: 0.0311943 | val_loss: 0.0311933 | Time: 3806.01 ms [2022-04-11 06:40:30 main:574] : INFO : Epoch 1972 | loss: 0.0312132 | val_loss: 0.0312394 | Time: 4097.7 ms [2022-04-11 06:40:34 main:574] : INFO : Epoch 1973 | loss: 0.0312168 | val_loss: 0.0312085 | Time: 3889.83 ms [2022-04-11 06:40:38 main:574] : INFO : Epoch 1974 | loss: 0.0312148 | val_loss: 0.0312014 | Time: 3852.23 ms [2022-04-11 06:40:42 main:574] : INFO : Epoch 1975 | loss: 0.0311955 | val_loss: 0.0311932 | Time: 3871.4 ms [2022-04-11 06:40:46 main:574] : INFO : Epoch 1976 | loss: 0.0311915 | val_loss: 0.0311936 | Time: 4036.01 ms [2022-04-11 06:40:50 main:574] : INFO : Epoch 1977 | loss: 0.0311912 | val_loss: 0.0311921 | Time: 3829.96 ms [2022-04-11 06:40:53 main:574] : INFO : Epoch 1978 | loss: 0.0311918 | val_loss: 0.0311923 | Time: 3791.85 ms [2022-04-11 06:40:57 main:574] : INFO : Epoch 1979 | loss: 0.0311912 | val_loss: 0.0311923 | Time: 3992.64 ms [2022-04-11 06:41:01 main:574] : INFO : Epoch 1980 | loss: 0.031193 | val_loss: 0.0311913 | Time: 3782.07 ms [2022-04-11 06:41:05 main:574] : INFO : Epoch 1981 | loss: 0.0311918 | val_loss: 0.0311915 | Time: 3895.18 ms [2022-04-11 06:41:09 main:574] : INFO : Epoch 1982 | loss: 0.0311907 | val_loss: 0.0311916 | Time: 3853.3 ms [2022-04-11 06:41:13 main:574] : INFO : Epoch 1983 | loss: 0.0311907 | val_loss: 0.0311921 | Time: 3976.09 ms [2022-04-11 06:41:17 main:574] : INFO : Epoch 1984 | loss: 0.031193 | val_loss: 0.0311921 | Time: 3806.78 ms [2022-04-11 06:41:21 main:574] : INFO : Epoch 1985 | loss: 0.0311916 | val_loss: 0.0311934 | Time: 3814.73 ms [2022-04-11 06:41:24 main:574] : INFO : Epoch 1986 | loss: 0.0311941 | val_loss: 0.0311916 | Time: 3861.53 ms [2022-04-11 06:41:28 main:574] : INFO : Epoch 1987 | loss: 0.0311926 | val_loss: 0.0311926 | Time: 3969.58 ms [2022-04-11 06:41:32 main:574] : INFO : Epoch 1988 | loss: 0.0311924 | val_loss: 0.0311934 | Time: 4038.54 ms [2022-04-11 06:41:36 main:574] : INFO : Epoch 1989 | loss: 0.0311958 | val_loss: 0.0311951 | Time: 3864.59 ms [2022-04-11 06:41:40 main:574] : INFO : Epoch 1990 | loss: 0.0311961 | val_loss: 0.0311946 | Time: 3799.23 ms [2022-04-11 06:41:44 main:574] : INFO : Epoch 1991 | loss: 0.0311936 | val_loss: 0.0311938 | Time: 3892.4 ms [2022-04-11 06:41:48 main:574] : INFO : Epoch 1992 | loss: 0.0311946 | val_loss: 0.031193 | Time: 4029.71 ms [2022-04-11 06:41:52 main:574] : INFO : Epoch 1993 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 3832.97 ms [2022-04-11 06:41:56 main:574] : INFO : Epoch 1994 | loss: 0.031193 | val_loss: 0.0311934 | Time: 3752.55 ms [2022-04-11 06:42:00 main:574] : INFO : Epoch 1995 | loss: 0.0311933 | val_loss: 0.0311928 | Time: 3947.35 ms [2022-04-11 06:42:04 main:574] : INFO : Epoch 1996 | loss: 0.0311926 | val_loss: 0.0311921 | Time: 3942.43 ms [2022-04-11 06:42:07 main:574] : INFO : Epoch 1997 | loss: 0.0311926 | val_loss: 0.0311928 | Time: 3900.56 ms [2022-04-11 06:42:11 main:574] : INFO : Epoch 1998 | loss: 0.0311928 | val_loss: 0.0311925 | Time: 3848.65 ms [2022-04-11 06:42:15 main:574] : INFO : Epoch 1999 | loss: 0.0311931 | val_loss: 0.0311932 | Time: 4027.39 ms [2022-04-11 06:42:19 main:574] : INFO : Epoch 2000 | loss: 0.031192 | val_loss: 0.0311922 | Time: 4001.87 ms [2022-04-11 06:42:23 main:574] : INFO : Epoch 2001 | loss: 0.0311915 | val_loss: 0.0311924 | Time: 3884.88 ms [2022-04-11 06:42:27 main:574] : INFO : Epoch 2002 | loss: 0.0311917 | val_loss: 0.0311924 | Time: 3879.99 ms [2022-04-11 06:42:31 main:574] : INFO : Epoch 2003 | loss: 0.0311915 | val_loss: 0.0311925 | Time: 3839.01 ms [2022-04-11 06:42:35 main:574] : INFO : Epoch 2004 | loss: 0.0311913 | val_loss: 0.0311927 | Time: 3939.98 ms [2022-04-11 06:42:39 main:574] : INFO : Epoch 2005 | loss: 0.031192 | val_loss: 0.0311961 | Time: 3928.48 ms [2022-04-11 06:42:43 main:574] : INFO : Epoch 2006 | loss: 0.0311921 | val_loss: 0.0311962 | Time: 3789.58 ms [2022-04-11 06:42:47 main:574] : INFO : Epoch 2007 | loss: 0.0311937 | val_loss: 0.0311947 | Time: 4045.48 ms [2022-04-11 06:42:51 main:574] : INFO : Epoch 2008 | loss: 0.0311928 | val_loss: 0.0311929 | Time: 3826.44 ms [2022-04-11 06:42:54 main:574] : INFO : Epoch 2009 | loss: 0.0311962 | val_loss: 0.0311971 | Time: 3891.74 ms [2022-04-11 06:42:58 main:574] : INFO : Epoch 2010 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 3834.6 ms [2022-04-11 06:43:02 main:574] : INFO : Epoch 2011 | loss: 0.0311914 | val_loss: 0.0311926 | Time: 3919.97 ms [2022-04-11 06:43:06 main:574] : INFO : Epoch 2012 | loss: 0.0311918 | val_loss: 0.0311938 | Time: 3990.12 ms [2022-04-11 06:43:10 main:574] : INFO : Epoch 2013 | loss: 0.0311927 | val_loss: 0.0311925 | Time: 3826.22 ms [2022-04-11 06:43:14 main:574] : INFO : Epoch 2014 | loss: 0.0311933 | val_loss: 0.0311925 | Time: 3877.61 ms [2022-04-11 06:43:18 main:574] : INFO : Epoch 2015 | loss: 0.0311928 | val_loss: 0.0311919 | Time: 3974.4 ms [2022-04-11 06:43:22 main:574] : INFO : Epoch 2016 | loss: 0.0311927 | val_loss: 0.0311947 | Time: 3923.69 ms [2022-04-11 06:43:26 main:574] : INFO : Epoch 2017 | loss: 0.0311925 | val_loss: 0.0311921 | Time: 3846.44 ms [2022-04-11 06:43:29 main:574] : INFO : Epoch 2018 | loss: 0.0311924 | val_loss: 0.0312033 | Time: 3814.09 ms [2022-04-11 06:43:33 main:574] : INFO : Epoch 2019 | loss: 0.0311931 | val_loss: 0.0311949 | Time: 3867.47 ms [2022-04-11 06:43:37 main:574] : INFO : Epoch 2020 | loss: 0.031192 | val_loss: 0.0311929 | Time: 3957.72 ms [2022-04-11 06:43:41 main:574] : INFO : Epoch 2021 | loss: 0.0311913 | val_loss: 0.0311922 | Time: 4008.86 ms [2022-04-11 06:43:45 main:574] : INFO : Epoch 2022 | loss: 0.0311917 | val_loss: 0.0311922 | Time: 3814.41 ms [2022-04-11 06:43:49 main:574] : INFO : Epoch 2023 | loss: 0.0311911 | val_loss: 0.0311934 | Time: 3918.36 ms [2022-04-11 06:43:53 main:574] : INFO : Epoch 2024 | loss: 0.0311924 | val_loss: 0.0311949 | Time: 4053.04 ms [2022-04-11 06:43:57 main:574] : INFO : Epoch 2025 | loss: 0.0311936 | val_loss: 0.0311927 | Time: 4028.1 ms [2022-04-11 06:44:01 main:574] : INFO : Epoch 2026 | loss: 0.0311923 | val_loss: 0.0311931 | Time: 3847.37 ms [2022-04-11 06:44:05 main:574] : INFO : Epoch 2027 | loss: 0.0311915 | val_loss: 0.0311942 | Time: 3808 ms [2022-04-11 06:44:09 main:574] : INFO : Epoch 2028 | loss: 0.0311924 | val_loss: 0.0311921 | Time: 4092.82 ms [2022-04-11 06:44:13 main:574] : INFO : Epoch 2029 | loss: 0.0311923 | val_loss: 0.0312008 | Time: 3992.52 ms [2022-04-11 06:44:17 main:574] : INFO : Epoch 2030 | loss: 0.0311939 | val_loss: 0.031195 | Time: 3900.23 ms [2022-04-11 06:44:21 main:574] : INFO : Epoch 2031 | loss: 0.0311918 | val_loss: 0.0311933 | Time: 3824.99 ms [2022-04-11 06:44:25 main:574] : INFO : Epoch 2032 | loss: 0.0311912 | val_loss: 0.0311922 | Time: 3928.57 ms [2022-04-11 06:44:28 main:574] : INFO : Epoch 2033 | loss: 0.0311923 | val_loss: 0.0311931 | Time: 3919.62 ms [2022-04-11 06:44:32 main:574] : INFO : Epoch 2034 | loss: 0.0311936 | val_loss: 0.0311932 | Time: 3767.09 ms [2022-04-11 06:44:36 main:574] : INFO : Epoch 2035 | loss: 0.0311924 | val_loss: 0.0311951 | Time: 4039.36 ms [2022-04-11 06:44:40 main:574] : INFO : Epoch 2036 | loss: 0.0311911 | val_loss: 0.0311922 | Time: 3973.04 ms [2022-04-11 06:44:44 main:574] : INFO : Epoch 2037 | loss: 0.0311927 | val_loss: 0.0311956 | Time: 3865.38 ms [2022-04-11 06:44:48 main:574] : INFO : Epoch 2038 | loss: 0.0311935 | val_loss: 0.031195 | Time: 3887.63 ms [2022-04-11 06:44:52 main:574] : INFO : Epoch 2039 | loss: 0.0311938 | val_loss: 0.0311948 | Time: 3940.41 ms [2022-04-11 06:44:56 main:574] : INFO : Epoch 2040 | loss: 0.0311951 | val_loss: 0.031193 | Time: 4004.1 ms [2022-04-11 06:45:00 main:574] : INFO : Epoch 2041 | loss: 0.0311926 | val_loss: 0.0311921 | Time: 3799.39 ms [2022-04-11 06:45:04 main:574] : INFO : Epoch 2042 | loss: 0.0311926 | val_loss: 0.0311935 | Time: 3876.68 ms [2022-04-11 06:45:08 main:574] : INFO : Epoch 2043 | loss: 0.0311931 | val_loss: 0.031192 | Time: 3957.84 ms [2022-04-11 06:45:12 main:574] : INFO : Epoch 2044 | loss: 0.0311917 | val_loss: 0.0311921 | Time: 4008.83 ms [2022-04-11 06:45:16 main:574] : INFO : Epoch 2045 | loss: 0.0311912 | val_loss: 0.0311933 | Time: 4036.93 ms [2022-04-11 06:45:19 main:574] : INFO : Epoch 2046 | loss: 0.0311916 | val_loss: 0.0311923 | Time: 3752.29 ms [2022-04-11 06:45:23 main:574] : INFO : Epoch 2047 | loss: 0.0311915 | val_loss: 0.0311921 | Time: 3936.47 ms [2022-04-11 06:45:27 main:574] : INFO : Epoch 2048 | loss: 0.0311917 | val_loss: 0.0311924 | Time: 3914.02 ms [2022-04-11 06:45:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311924 [2022-04-11 06:45:27 main:603] : INFO : Saving end state to config to file [2022-04-11 06:45:27 main:608] : INFO : Success, exiting.. 06:45:27 (64316): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)