Task 11177059
| Name | ParityModified-1639959782-1811-2-0_0 |
| Workunit | 8453955 |
| Created | 30 Jan 2022, 12:05:52 UTC |
| Sent | 17 Feb 2022, 8:07:47 UTC |
| Report deadline | 25 Feb 2022, 8:07:47 UTC |
| Received | 22 Feb 2022, 20:18:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5890 |
| Run time | 2 hours 21 min 50 sec |
| CPU time | 2 hours 19 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,508.16 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311299 | val_loss: 0.0311864 | Time: 3116.52 ms [2022-02-22 20:41:52 main:574] : INFO : Epoch 1543 | loss: 0.0311293 | val_loss: 0.0311912 | Time: 3374.01 ms [2022-02-22 20:41:55 main:574] : INFO : Epoch 1544 | loss: 0.0311266 | val_loss: 0.031188 | Time: 3156.82 ms [2022-02-22 20:41:58 main:574] : INFO : Epoch 1545 | loss: 0.0311258 | val_loss: 0.0311934 | Time: 3133.36 ms [2022-02-22 20:42:02 main:574] : INFO : Epoch 1546 | loss: 0.0311265 | val_loss: 0.0311949 | Time: 3169.34 ms [2022-02-22 20:42:05 main:574] : INFO : Epoch 1547 | loss: 0.0311257 | val_loss: 0.0311933 | Time: 3195.79 ms [2022-02-22 20:42:08 main:574] : INFO : Epoch 1548 | loss: 0.0311287 | val_loss: 0.0311872 | Time: 3159.41 ms [2022-02-22 20:42:11 main:574] : INFO : Epoch 1549 | loss: 0.0311284 | val_loss: 0.0311899 | Time: 3382.24 ms [2022-02-22 20:42:15 main:574] : INFO : Epoch 1550 | loss: 0.0311383 | val_loss: 0.0311912 | Time: 3216.51 ms [2022-02-22 20:42:18 main:574] : INFO : Epoch 1551 | loss: 0.0311383 | val_loss: 0.0311893 | Time: 3220.82 ms [2022-02-22 20:42:21 main:574] : INFO : Epoch 1552 | loss: 0.0311392 | val_loss: 0.0311853 | Time: 3332.94 ms [2022-02-22 20:42:24 main:574] : INFO : Epoch 1553 | loss: 0.0311354 | val_loss: 0.0311908 | Time: 3278.47 ms [2022-02-22 20:42:28 main:574] : INFO : Epoch 1554 | loss: 0.031135 | val_loss: 0.0311878 | Time: 3293.34 ms [2022-02-22 20:42:31 main:574] : INFO : Epoch 1555 | loss: 0.0311312 | val_loss: 0.0311943 | Time: 3511.53 ms [2022-02-22 20:42:34 main:574] : INFO : Epoch 1556 | loss: 0.0311304 | val_loss: 0.0311892 | Time: 3292.9 ms [2022-02-22 20:42:38 main:574] : INFO : Epoch 1557 | loss: 0.0311313 | val_loss: 0.0311868 | Time: 3333.59 ms [2022-02-22 20:42:41 main:574] : INFO : Epoch 1558 | loss: 0.0311298 | val_loss: 0.0311884 | Time: 3354.06 ms [2022-02-22 20:42:45 main:574] : INFO : Epoch 1559 | loss: 0.0311296 | val_loss: 0.0311853 | Time: 3397.77 ms [2022-02-22 20:42:48 main:574] : INFO : Epoch 1560 | loss: 0.03113 | val_loss: 0.0311897 | Time: 3530.73 ms [2022-02-22 20:42:51 main:574] : INFO : Epoch 1561 | loss: 0.0311281 | val_loss: 0.0311873 | Time: 3355.48 ms [2022-02-22 20:42:55 main:574] : INFO : Epoch 1562 | loss: 0.0311355 | val_loss: 0.0311894 | Time: 3605.78 ms [2022-02-22 20:42:59 main:574] : INFO : Epoch 1563 | loss: 0.0311329 | val_loss: 0.0311875 | Time: 3480.32 ms [2022-02-22 20:43:02 main:574] : INFO : Epoch 1564 | loss: 0.0311318 | val_loss: 0.0311842 | Time: 3586 ms [2022-02-22 20:43:06 main:574] : INFO : Epoch 1565 | loss: 0.0311283 | val_loss: 0.0311961 | Time: 3551.91 ms [2022-02-22 20:43:09 main:574] : INFO : Epoch 1566 | loss: 0.0311268 | val_loss: 0.0311887 | Time: 3645.05 ms [2022-02-22 20:43:13 main:574] : INFO : Epoch 1567 | loss: 0.0311283 | val_loss: 0.0311886 | Time: 3586.25 ms [2022-02-22 20:43:17 main:574] : INFO : Epoch 1568 | loss: 0.0311299 | val_loss: 0.0311885 | Time: 3687.16 ms [2022-02-22 20:43:20 main:574] : INFO : Epoch 1569 | loss: 0.0311351 | val_loss: 0.031184 | Time: 3472.25 ms [2022-02-22 20:43:24 main:574] : INFO : Epoch 1570 | loss: 0.0311331 | val_loss: 0.0311896 | Time: 3701.11 ms [2022-02-22 20:43:27 main:574] : INFO : Epoch 1571 | loss: 0.0311276 | val_loss: 0.0311872 | Time: 3600.5 ms [2022-02-22 20:43:31 main:574] : INFO : Epoch 1572 | loss: 0.0311263 | val_loss: 0.0311909 | Time: 3753.3 ms [2022-02-22 20:43:35 main:574] : INFO : Epoch 1573 | loss: 0.0311261 | val_loss: 0.0311883 | Time: 3741.37 ms [2022-02-22 20:43:39 main:574] : INFO : Epoch 1574 | loss: 0.0311272 | val_loss: 0.0311913 | Time: 4525.58 ms [2022-02-22 20:43:43 main:574] : INFO : Epoch 1575 | loss: 0.0311237 | val_loss: 0.0311911 | Time: 3601.27 ms [2022-02-22 20:43:47 main:574] : INFO : Epoch 1576 | loss: 0.0311249 | val_loss: 0.0311923 | Time: 3421.83 ms [2022-02-22 20:43:50 main:574] : INFO : Epoch 1577 | loss: 0.0311288 | val_loss: 0.0312002 | Time: 3617.37 ms [2022-02-22 20:43:54 main:574] : INFO : Epoch 1578 | loss: 0.0311326 | val_loss: 0.0311796 | Time: 3665.34 ms [2022-02-22 20:43:58 main:574] : INFO : Epoch 1579 | loss: 0.0311322 | val_loss: 0.0311909 | Time: 3675.24 ms [2022-02-22 20:44:01 main:574] : INFO : Epoch 1580 | loss: 0.0311272 | val_loss: 0.0311844 | Time: 3547.57 ms [2022-02-22 20:44:05 main:574] : INFO : Epoch 1581 | loss: 0.0311238 | val_loss: 0.0311882 | Time: 3946.88 ms [2022-02-22 20:44:09 main:574] : INFO : Epoch 1582 | loss: 0.0311227 | val_loss: 0.0311862 | Time: 3744.87 ms [2022-02-22 20:44:13 main:574] : INFO : Epoch 1583 | loss: 0.0311245 | val_loss: 0.0311876 | Time: 3769.12 ms [2022-02-22 20:44:16 main:574] : INFO : Epoch 1584 | loss: 0.0311324 | val_loss: 0.0311923 | Time: 3665.69 ms [2022-02-22 20:44:20 main:574] : INFO : Epoch 1585 | loss: 0.0311327 | val_loss: 0.0311907 | Time: 3885.74 ms [2022-02-22 20:44:24 main:574] : INFO : Epoch 1586 | loss: 0.0311293 | val_loss: 0.0311909 | Time: 3992.73 ms [2022-02-22 20:44:28 main:574] : INFO : Epoch 1587 | loss: 0.0311265 | val_loss: 0.031188 | Time: 4164.16 ms [2022-02-22 20:44:32 main:574] : INFO : Epoch 1588 | loss: 0.0311264 | val_loss: 0.0311932 | Time: 3752.17 ms [2022-02-22 20:44:36 main:574] : INFO : Epoch 1589 | loss: 0.0311238 | val_loss: 0.0311925 | Time: 3908.26 ms [2022-02-22 20:44:40 main:574] : INFO : Epoch 1590 | loss: 0.0311253 | val_loss: 0.0311874 | Time: 3910.97 ms [2022-02-22 20:44:44 main:574] : INFO : Epoch 1591 | loss: 0.0311243 | val_loss: 0.0311957 | Time: 3837.85 ms [2022-02-22 20:44:47 main:574] : INFO : Epoch 1592 | loss: 0.0311238 | val_loss: 0.0311989 | Time: 3738.18 ms [2022-02-22 20:44:52 main:574] : INFO : Epoch 1593 | loss: 0.0311221 | val_loss: 0.0311839 | Time: 4056.41 ms [2022-02-22 20:44:55 main:574] : INFO : Epoch 1594 | loss: 0.0311247 | val_loss: 0.0311909 | Time: 3870.47 ms [2022-02-22 20:44:59 main:574] : INFO : Epoch 1595 | loss: 0.0311212 | val_loss: 0.0311939 | Time: 3652.59 ms [2022-02-22 20:45:03 main:574] : INFO : Epoch 1596 | loss: 0.0311216 | val_loss: 0.0311959 | Time: 3710.54 ms [2022-02-22 20:45:07 main:574] : INFO : Epoch 1597 | loss: 0.0311214 | val_loss: 0.0311903 | Time: 3910.68 ms [2022-02-22 20:45:11 main:574] : INFO : Epoch 1598 | loss: 0.0311303 | val_loss: 0.0311922 | Time: 4091.34 ms [2022-02-22 20:45:15 main:574] : INFO : Epoch 1599 | loss: 0.0311372 | val_loss: 0.0311874 | Time: 3976.52 ms [2022-02-22 20:45:19 main:574] : INFO : Epoch 1600 | loss: 0.0311381 | val_loss: 0.0311909 | Time: 3866.16 ms [2022-02-22 20:45:23 main:574] : INFO : Epoch 1601 | loss: 0.0311308 | val_loss: 0.0312001 | Time: 3958.7 ms [2022-02-22 20:45:27 main:574] : INFO : Epoch 1602 | loss: 0.0311279 | val_loss: 0.0312052 | Time: 4097.83 ms [2022-02-22 20:45:31 main:574] : INFO : Epoch 1603 | loss: 0.0311307 | val_loss: 0.0312022 | Time: 3837.41 ms [2022-02-22 20:45:34 main:574] : INFO : Epoch 1604 | loss: 0.0311274 | val_loss: 0.0311939 | Time: 3916.16 ms [2022-02-22 20:45:39 main:574] : INFO : Epoch 1605 | loss: 0.0311243 | val_loss: 0.0311916 | Time: 4248.63 ms [2022-02-22 20:45:43 main:574] : INFO : Epoch 1606 | loss: 0.0311239 | val_loss: 0.031198 | Time: 4352.68 ms [2022-02-22 20:45:47 main:574] : INFO : Epoch 1607 | loss: 0.0311233 | val_loss: 0.0312048 | Time: 3914.34 ms [2022-02-22 20:45:51 main:574] : INFO : Epoch 1608 | loss: 0.0311268 | val_loss: 0.0311925 | Time: 4144.43 ms [2022-02-22 20:45:55 main:574] : INFO : Epoch 1609 | loss: 0.0311254 | val_loss: 0.0311925 | Time: 3995.93 ms [2022-02-22 20:45:59 main:574] : INFO : Epoch 1610 | loss: 0.0311282 | val_loss: 0.0312023 | Time: 4164.46 ms [2022-02-22 20:46:04 main:574] : INFO : Epoch 1611 | loss: 0.0311306 | val_loss: 0.0311855 | Time: 4666.41 ms [2022-02-22 20:46:08 main:574] : INFO : Epoch 1612 | loss: 0.0311272 | val_loss: 0.0311879 | Time: 4088.91 ms [2022-02-22 20:46:12 main:574] : INFO : Epoch 1613 | loss: 0.0311243 | val_loss: 0.0311943 | Time: 4132.13 ms [2022-02-22 20:46:16 main:574] : INFO : Epoch 1614 | loss: 0.0311259 | val_loss: 0.0311881 | Time: 4080.12 ms [2022-02-22 20:46:20 main:574] : INFO : Epoch 1615 | loss: 0.0311233 | val_loss: 0.0311969 | Time: 3765.35 ms [2022-02-22 20:46:25 main:574] : INFO : Epoch 1616 | loss: 0.0311216 | val_loss: 0.0311908 | Time: 4968.44 ms [2022-02-22 20:46:29 main:574] : INFO : Epoch 1617 | loss: 0.0311251 | val_loss: 0.031188 | Time: 4036.5 ms [2022-02-22 20:46:33 main:574] : INFO : Epoch 1618 | loss: 0.0311221 | val_loss: 0.0311942 | Time: 4095.83 ms [2022-02-22 20:46:37 main:574] : INFO : Epoch 1619 | loss: 0.0311197 | val_loss: 0.0312009 | Time: 3738.27 ms [2022-02-22 20:46:41 main:574] : INFO : Epoch 1620 | loss: 0.0311241 | val_loss: 0.0311878 | Time: 4126.68 ms [2022-02-22 20:46:45 main:574] : INFO : Epoch 1621 | loss: 0.0311269 | val_loss: 0.0311873 | Time: 3983.69 ms [2022-02-22 20:46:49 main:574] : INFO : Epoch 1622 | loss: 0.0311258 | val_loss: 0.0311962 | Time: 4322.33 ms [2022-02-22 20:46:53 main:574] : INFO : Epoch 1623 | loss: 0.0311245 | val_loss: 0.0311945 | Time: 3901.2 ms [2022-02-22 20:46:58 main:574] : INFO : Epoch 1624 | loss: 0.0311301 | val_loss: 0.0311883 | Time: 4230.87 ms [2022-02-22 20:47:02 main:574] : INFO : Epoch 1625 | loss: 0.0311248 | val_loss: 0.0311876 | Time: 4177.12 ms [2022-02-22 20:47:06 main:574] : INFO : Epoch 1626 | loss: 0.0311298 | val_loss: 0.0311868 | Time: 4053.79 ms [2022-02-22 20:47:10 main:574] : INFO : Epoch 1627 | loss: 0.0311288 | val_loss: 0.0311863 | Time: 3880.92 ms [2022-02-22 20:47:14 main:574] : INFO : Epoch 1628 | loss: 0.031133 | val_loss: 0.0312048 | Time: 4438.54 ms [2022-02-22 20:47:18 main:574] : INFO : Epoch 1629 | loss: 0.0311273 | val_loss: 0.0311857 | Time: 4119.04 ms [2022-02-22 20:47:22 main:574] : INFO : Epoch 1630 | loss: 0.0311237 | val_loss: 0.0311887 | Time: 4023.74 ms [2022-02-22 20:47:26 main:574] : INFO : Epoch 1631 | loss: 0.0311246 | val_loss: 0.0311917 | Time: 3922.04 ms [2022-02-22 20:47:30 main:574] : INFO : Epoch 1632 | loss: 0.0311243 | val_loss: 0.0311886 | Time: 4044.23 ms [2022-02-22 20:47:34 main:574] : INFO : Epoch 1633 | loss: 0.031123 | val_loss: 0.0311836 | Time: 4261.43 ms [2022-02-22 20:47:39 main:574] : INFO : Epoch 1634 | loss: 0.0311203 | val_loss: 0.0311979 | Time: 4359.19 ms [2022-02-22 20:47:43 main:574] : INFO : Epoch 1635 | loss: 0.0311226 | val_loss: 0.0311929 | Time: 4030.59 ms [2022-02-22 20:47:47 main:574] : INFO : Epoch 1636 | loss: 0.0311207 | val_loss: 0.0311833 | Time: 4176.97 ms [2022-02-22 20:47:51 main:574] : INFO : Epoch 1637 | loss: 0.0311224 | val_loss: 0.0311935 | Time: 4167.28 ms [2022-02-22 20:47:55 main:574] : INFO : Epoch 1638 | loss: 0.0311263 | val_loss: 0.0311946 | Time: 4021.97 ms [2022-02-22 20:47:59 main:574] : INFO : Epoch 1639 | loss: 0.0311238 | val_loss: 0.0311864 | Time: 4017.97 ms [2022-02-22 20:48:04 main:574] : INFO : Epoch 1640 | loss: 0.031124 | val_loss: 0.0311915 | Time: 4443.01 ms [2022-02-22 20:48:08 main:574] : INFO : Epoch 1641 | loss: 0.0311224 | val_loss: 0.0311944 | Time: 4302.26 ms [2022-02-22 20:48:12 main:574] : INFO : Epoch 1642 | loss: 0.0311202 | val_loss: 0.0311932 | Time: 4131.08 ms [2022-02-22 20:48:16 main:574] : INFO : Epoch 1643 | loss: 0.0311223 | val_loss: 0.0311872 | Time: 4077.49 ms [2022-02-22 20:48:21 main:574] : INFO : Epoch 1644 | loss: 0.0311228 | val_loss: 0.0311979 | Time: 4243.98 ms [2022-02-22 20:48:25 main:574] : INFO : Epoch 1645 | loss: 0.0311267 | val_loss: 0.0311884 | Time: 4513.2 ms [2022-02-22 20:48:29 main:574] : INFO : Epoch 1646 | loss: 0.0311278 | val_loss: 0.031187 | Time: 3975.07 ms [2022-02-22 20:48:33 main:574] : INFO : Epoch 1647 | loss: 0.0311285 | val_loss: 0.0311918 | Time: 4166.29 ms [2022-02-22 20:48:38 main:574] : INFO : Epoch 1648 | loss: 0.0311265 | val_loss: 0.031183 | Time: 4782.75 ms [2022-02-22 20:48:43 main:574] : INFO : Epoch 1649 | loss: 0.0311281 | val_loss: 0.0311869 | Time: 4689.15 ms [2022-02-22 20:48:47 main:574] : INFO : Epoch 1650 | loss: 0.0311278 | val_loss: 0.0311956 | Time: 4051.69 ms [2022-02-22 20:48:51 main:574] : INFO : Epoch 1651 | loss: 0.0311238 | val_loss: 0.0311909 | Time: 4434.9 ms [2022-02-22 20:48:55 main:574] : INFO : Epoch 1652 | loss: 0.0311257 | val_loss: 0.0311879 | Time: 4233.15 ms [2022-02-22 20:49:00 main:574] : INFO : Epoch 1653 | loss: 0.0311254 | val_loss: 0.0311852 | Time: 4505.86 ms [2022-02-22 20:49:04 main:574] : INFO : Epoch 1654 | loss: 0.0311408 | val_loss: 0.031183 | Time: 4094.87 ms [2022-02-22 20:49:08 main:574] : INFO : Epoch 1655 | loss: 0.0311531 | val_loss: 0.031182 | Time: 4313.1 ms [2022-02-22 20:49:13 main:574] : INFO : Epoch 1656 | loss: 0.0311497 | val_loss: 0.0311811 | Time: 4320.94 ms [2022-02-22 20:49:17 main:574] : INFO : Epoch 1657 | loss: 0.0311446 | val_loss: 0.0311821 | Time: 4448.41 ms [2022-02-22 20:49:21 main:574] : INFO : Epoch 1658 | loss: 0.0311415 | val_loss: 0.031181 | Time: 3930.94 ms [2022-02-22 20:49:25 main:574] : INFO : Epoch 1659 | loss: 0.0311393 | val_loss: 0.0311829 | Time: 4221.98 ms [2022-02-22 20:49:30 main:574] : INFO : Epoch 1660 | loss: 0.0311372 | val_loss: 0.0311833 | Time: 4237.08 ms [2022-02-22 20:49:34 main:574] : INFO : Epoch 1661 | loss: 0.0311354 | val_loss: 0.0311886 | Time: 4497.24 ms [2022-02-22 20:49:38 main:574] : INFO : Epoch 1662 | loss: 0.0311351 | val_loss: 0.0311907 | Time: 4177.66 ms [2022-02-22 20:49:43 main:574] : INFO : Epoch 1663 | loss: 0.0311347 | val_loss: 0.0311863 | Time: 4244.45 ms [2022-02-22 20:49:47 main:574] : INFO : Epoch 1664 | loss: 0.0311348 | val_loss: 0.0311899 | Time: 4478.54 ms [2022-02-22 20:49:51 main:574] : INFO : Epoch 1665 | loss: 0.0311309 | val_loss: 0.0311868 | Time: 4491.37 ms [2022-02-22 20:49:56 main:574] : INFO : Epoch 1666 | loss: 0.0311319 | val_loss: 0.0311865 | Time: 4081.29 ms [2022-02-22 20:50:00 main:574] : INFO : Epoch 1667 | loss: 0.0311322 | val_loss: 0.0311891 | Time: 4384.96 ms [2022-02-22 20:50:05 main:574] : INFO : Epoch 1668 | loss: 0.0311283 | val_loss: 0.0311936 | Time: 4697.79 ms [2022-02-22 20:50:09 main:574] : INFO : Epoch 1669 | loss: 0.0311285 | val_loss: 0.0311908 | Time: 4337.77 ms [2022-02-22 20:50:13 main:574] : INFO : Epoch 1670 | loss: 0.0311379 | val_loss: 0.0311906 | Time: 3862.03 ms [2022-02-22 20:50:17 main:574] : INFO : Epoch 1671 | loss: 0.0311399 | val_loss: 0.0311874 | Time: 4180.63 ms [2022-02-22 20:50:21 main:574] : INFO : Epoch 1672 | loss: 0.0311408 | val_loss: 0.0311957 | Time: 4310.69 ms [2022-02-22 20:50:26 main:574] : INFO : Epoch 1673 | loss: 0.0311416 | val_loss: 0.0311919 | Time: 4738.16 ms [2022-02-22 20:50:30 main:574] : INFO : Epoch 1674 | loss: 0.0311365 | val_loss: 0.0311839 | Time: 4000.1 ms [2022-02-22 20:50:35 main:574] : INFO : Epoch 1675 | loss: 0.0311431 | val_loss: 0.0311854 | Time: 4524.42 ms [2022-02-22 20:50:39 main:574] : INFO : Epoch 1676 | loss: 0.0311413 | val_loss: 0.0311801 | Time: 4321.42 ms [2022-02-22 20:50:44 main:574] : INFO : Epoch 1677 | loss: 0.03114 | val_loss: 0.0311812 | Time: 4814.39 ms [2022-02-22 20:50:48 main:574] : INFO : Epoch 1678 | loss: 0.0311374 | val_loss: 0.0311839 | Time: 4164.51 ms [2022-02-22 20:50:53 main:574] : INFO : Epoch 1679 | loss: 0.0311546 | val_loss: 0.0311833 | Time: 4720.41 ms [2022-02-22 20:50:57 main:574] : INFO : Epoch 1680 | loss: 0.031158 | val_loss: 0.0311835 | Time: 4196.35 ms [2022-02-22 20:51:01 main:574] : INFO : Epoch 1681 | loss: 0.03115 | val_loss: 0.0311825 | Time: 4294.18 ms [2022-02-22 20:51:05 main:574] : INFO : Epoch 1682 | loss: 0.0311447 | val_loss: 0.0311846 | Time: 3878.27 ms [2022-02-22 20:51:09 main:574] : INFO : Epoch 1683 | loss: 0.0311411 | val_loss: 0.0311854 | Time: 4349.6 ms [2022-02-22 20:51:14 main:574] : INFO : Epoch 1684 | loss: 0.0311382 | val_loss: 0.0311897 | Time: 4346.9 ms [2022-02-22 20:51:18 main:574] : INFO : Epoch 1685 | loss: 0.0311368 | val_loss: 0.0311889 | Time: 4678.36 ms [2022-02-22 20:51:23 main:574] : INFO : Epoch 1686 | loss: 0.0311382 | val_loss: 0.0311958 | Time: 4240.89 ms [2022-02-22 20:51:27 main:574] : INFO : Epoch 1687 | loss: 0.0311346 | val_loss: 0.0311889 | Time: 4473.78 ms [2022-02-22 20:51:31 main:574] : INFO : Epoch 1688 | loss: 0.0311328 | val_loss: 0.0311935 | Time: 4244.36 ms [2022-02-22 20:51:36 main:574] : INFO : Epoch 1689 | loss: 0.0311385 | val_loss: 0.0311821 | Time: 4518.66 ms [2022-02-22 20:51:40 main:574] : INFO : Epoch 1690 | loss: 0.031141 | val_loss: 0.031185 | Time: 4255.37 ms [2022-02-22 20:51:45 main:574] : INFO : Epoch 1691 | loss: 0.0311383 | val_loss: 0.03119 | Time: 4604.41 ms [2022-02-22 20:51:49 main:574] : INFO : Epoch 1692 | loss: 0.0311362 | val_loss: 0.0311838 | Time: 4480.25 ms [2022-02-22 20:51:54 main:574] : INFO : Epoch 1693 | loss: 0.0311363 | val_loss: 0.0311983 | Time: 4390.4 ms [2022-02-22 20:51:58 main:574] : INFO : Epoch 1694 | loss: 0.0311341 | val_loss: 0.0311893 | Time: 4173.31 ms [2022-02-22 20:52:03 main:574] : INFO : Epoch 1695 | loss: 0.0311337 | val_loss: 0.0311858 | Time: 4567.66 ms [2022-02-22 20:52:07 main:574] : INFO : Epoch 1696 | loss: 0.0311294 | val_loss: 0.0311905 | Time: 4769.11 ms [2022-02-22 20:52:12 main:574] : INFO : Epoch 1697 | loss: 0.0311289 | val_loss: 0.0311952 | Time: 4412.04 ms [2022-02-22 20:52:16 main:574] : INFO : Epoch 1698 | loss: 0.0311256 | val_loss: 0.0311954 | Time: 4166.58 ms [2022-02-22 20:52:20 main:574] : INFO : Epoch 1699 | loss: 0.0311286 | val_loss: 0.0311891 | Time: 4511.29 ms [2022-02-22 20:52:25 main:574] : INFO : Epoch 1700 | loss: 0.0311342 | val_loss: 0.0311848 | Time: 4617.19 ms [2022-02-22 20:52:30 main:574] : INFO : Epoch 1701 | loss: 0.0311319 | val_loss: 0.0311862 | Time: 4701.49 ms [2022-02-22 20:52:34 main:574] : INFO : Epoch 1702 | loss: 0.0311328 | val_loss: 0.031189 | Time: 4249.47 ms [2022-02-22 20:52:38 main:574] : INFO : Epoch 1703 | loss: 0.03113 | val_loss: 0.031185 | Time: 4481.06 ms [2022-02-22 20:52:43 main:574] : INFO : Epoch 1704 | loss: 0.0311308 | val_loss: 0.0311883 | Time: 4503.76 ms [2022-02-22 20:52:47 main:574] : INFO : Epoch 1705 | loss: 0.0311315 | val_loss: 0.0311891 | Time: 4469.97 ms [2022-02-22 20:52:52 main:574] : INFO : Epoch 1706 | loss: 0.0311309 | val_loss: 0.0311863 | Time: 4140.71 ms [2022-02-22 20:52:56 main:574] : INFO : Epoch 1707 | loss: 0.031133 | val_loss: 0.0311883 | Time: 4656.27 ms [2022-02-22 20:53:01 main:574] : INFO : Epoch 1708 | loss: 0.0311283 | val_loss: 0.0311963 | Time: 4363.71 ms [2022-02-22 20:53:05 main:574] : INFO : Epoch 1709 | loss: 0.0311262 | val_loss: 0.0311891 | Time: 4419.27 ms [2022-02-22 20:53:09 main:574] : INFO : Epoch 1710 | loss: 0.0311241 | val_loss: 0.0311974 | Time: 4180.35 ms [2022-02-22 20:53:14 main:574] : INFO : Epoch 1711 | loss: 0.0311289 | val_loss: 0.0311923 | Time: 4499.07 ms [2022-02-22 20:53:18 main:574] : INFO : Epoch 1712 | loss: 0.0311254 | val_loss: 0.0311974 | Time: 4611.26 ms [2022-02-22 20:53:23 main:574] : INFO : Epoch 1713 | loss: 0.0311266 | val_loss: 0.0312126 | Time: 4380.11 ms [2022-02-22 20:53:27 main:574] : INFO : Epoch 1714 | loss: 0.0311269 | val_loss: 0.031194 | Time: 4072.26 ms [2022-02-22 20:53:31 main:574] : INFO : Epoch 1715 | loss: 0.0311266 | val_loss: 0.0311953 | Time: 4471.82 ms [2022-02-22 20:53:36 main:574] : INFO : Epoch 1716 | loss: 0.0311288 | val_loss: 0.0311951 | Time: 4588.15 ms [2022-02-22 20:53:40 main:574] : INFO : Epoch 1717 | loss: 0.0311267 | val_loss: 0.0311915 | Time: 4471.43 ms [2022-02-22 20:53:45 main:574] : INFO : Epoch 1718 | loss: 0.0311236 | val_loss: 0.0312 | Time: 4512.48 ms [2022-02-22 20:53:49 main:574] : INFO : Epoch 1719 | loss: 0.0311265 | val_loss: 0.0311979 | Time: 4455.35 ms [2022-02-22 20:53:54 main:574] : INFO : Epoch 1720 | loss: 0.0311227 | val_loss: 0.0311933 | Time: 4443.21 ms [2022-02-22 20:53:58 main:574] : INFO : Epoch 1721 | loss: 0.0311258 | val_loss: 0.031192 | Time: 4423.46 ms [2022-02-22 20:54:02 main:574] : INFO : Epoch 1722 | loss: 0.0311244 | val_loss: 0.0311958 | Time: 4190.73 ms [2022-02-22 20:54:07 main:574] : INFO : Epoch 1723 | loss: 0.0311298 | val_loss: 0.0311892 | Time: 4466.82 ms [2022-02-22 20:54:11 main:574] : INFO : Epoch 1724 | loss: 0.0311277 | val_loss: 0.0311926 | Time: 4558.88 ms [2022-02-22 20:54:16 main:574] : INFO : Epoch 1725 | loss: 0.0311281 | val_loss: 0.0311862 | Time: 4403.78 ms [2022-02-22 20:54:21 main:574] : INFO : Epoch 1726 | loss: 0.0311291 | val_loss: 0.0311914 | Time: 4729.35 ms [2022-02-22 20:54:25 main:574] : INFO : Epoch 1727 | loss: 0.0311281 | val_loss: 0.0312005 | Time: 4474.23 ms [2022-02-22 20:54:30 main:574] : INFO : Epoch 1728 | loss: 0.0311269 | val_loss: 0.0311916 | Time: 4422.64 ms [2022-02-22 20:54:34 main:574] : INFO : Epoch 1729 | loss: 0.0311282 | val_loss: 0.0311839 | Time: 4841.97 ms [2022-02-22 20:54:39 main:574] : INFO : Epoch 1730 | loss: 0.0311267 | val_loss: 0.0311903 | Time: 4212.4 ms [2022-02-22 20:54:43 main:574] : INFO : Epoch 1731 | loss: 0.0311246 | val_loss: 0.0311928 | Time: 4411.29 ms [2022-02-22 20:54:48 main:574] : INFO : Epoch 1732 | loss: 0.0311267 | val_loss: 0.0311916 | Time: 4562.28 ms [2022-02-22 20:54:52 main:574] : INFO : Epoch 1733 | loss: 0.0311282 | val_loss: 0.0311884 | Time: 4493.79 ms [2022-02-22 20:54:57 main:574] : INFO : Epoch 1734 | loss: 0.0311272 | val_loss: 0.0311891 | Time: 4480.83 ms [2022-02-22 20:55:01 main:574] : INFO : Epoch 1735 | loss: 0.0311295 | val_loss: 0.031191 | Time: 4521.54 ms [2022-02-22 20:55:06 main:574] : INFO : Epoch 1736 | loss: 0.0311328 | val_loss: 0.0311892 | Time: 4467.14 ms [2022-02-22 20:55:10 main:574] : INFO : Epoch 1737 | loss: 0.0311294 | val_loss: 0.0311937 | Time: 4377 ms [2022-02-22 20:55:14 main:574] : INFO : Epoch 1738 | loss: 0.031127 | val_loss: 0.0311932 | Time: 4273.55 ms [2022-02-22 20:55:19 main:574] : INFO : Epoch 1739 | loss: 0.0311247 | val_loss: 0.031188 | Time: 4580.47 ms [2022-02-22 20:55:24 main:574] : INFO : Epoch 1740 | loss: 0.0311236 | val_loss: 0.0311909 | Time: 4723.45 ms [2022-02-22 20:55:28 main:574] : INFO : Epoch 1741 | loss: 0.0311246 | val_loss: 0.0311998 | Time: 4477.61 ms [2022-02-22 20:55:32 main:574] : INFO : Epoch 1742 | loss: 0.0311275 | val_loss: 0.0311851 | Time: 4181.08 ms [2022-02-22 20:55:37 main:574] : INFO : Epoch 1743 | loss: 0.0311488 | val_loss: 0.0311866 | Time: 4518.32 ms [2022-02-22 20:55:41 main:574] : INFO : Epoch 1744 | loss: 0.031149 | val_loss: 0.0311834 | Time: 4562.46 ms [2022-02-22 20:55:46 main:574] : INFO : Epoch 1745 | loss: 0.0311456 | val_loss: 0.0311787 | Time: 4602.82 ms [2022-02-22 20:55:51 main:574] : INFO : Epoch 1746 | loss: 0.0311406 | val_loss: 0.0311844 | Time: 4615.58 ms [2022-02-22 20:55:55 main:574] : INFO : Epoch 1747 | loss: 0.0311382 | val_loss: 0.0311792 | Time: 4500.51 ms [2022-02-22 20:56:00 main:574] : INFO : Epoch 1748 | loss: 0.0311383 | val_loss: 0.0311857 | Time: 4504.27 ms [2022-02-22 20:56:04 main:574] : INFO : Epoch 1749 | loss: 0.0311402 | val_loss: 0.0311818 | Time: 4213.6 ms [2022-02-22 20:56:08 main:574] : INFO : Epoch 1750 | loss: 0.0311403 | val_loss: 0.0311846 | Time: 4348.22 ms [2022-02-22 20:56:13 main:574] : INFO : Epoch 1751 | loss: 0.0311373 | val_loss: 0.0311868 | Time: 4613.51 ms [2022-02-22 20:56:17 main:574] : INFO : Epoch 1752 | loss: 0.0311357 | val_loss: 0.0311917 | Time: 4513.07 ms [2022-02-22 20:56:22 main:574] : INFO : Epoch 1753 | loss: 0.0311397 | val_loss: 0.031185 | Time: 4383.66 ms [2022-02-22 20:56:26 main:574] : INFO : Epoch 1754 | loss: 0.0311424 | val_loss: 0.0311816 | Time: 4500.62 ms [2022-02-22 20:56:31 main:574] : INFO : Epoch 1755 | loss: 0.0311405 | val_loss: 0.0311823 | Time: 4382.36 ms [2022-02-22 20:56:35 main:574] : INFO : Epoch 1756 | loss: 0.0311401 | val_loss: 0.0311961 | Time: 4528.65 ms [2022-02-22 20:56:39 main:574] : INFO : Epoch 1757 | loss: 0.031138 | val_loss: 0.0311823 | Time: 4200.37 ms [2022-02-22 20:56:44 main:574] : INFO : Epoch 1758 | loss: 0.0311368 | val_loss: 0.031189 | Time: 4258.81 ms [2022-02-22 20:56:48 main:574] : INFO : Epoch 1759 | loss: 0.0311498 | val_loss: 0.0311842 | Time: 4418.41 ms [2022-02-22 20:56:52 main:574] : INFO : Epoch 1760 | loss: 0.0311454 | val_loss: 0.031182 | Time: 4418.51 ms [2022-02-22 20:56:57 main:574] : INFO : Epoch 1761 | loss: 0.0311419 | val_loss: 0.0311854 | Time: 4142.78 ms [2022-02-22 20:57:01 main:574] : INFO : Epoch 1762 | loss: 0.0311412 | val_loss: 0.0311846 | Time: 4718.05 ms [2022-02-22 20:57:06 main:574] : INFO : Epoch 1763 | loss: 0.0311376 | val_loss: 0.0311839 | Time: 4560.01 ms [2022-02-22 20:57:10 main:574] : INFO : Epoch 1764 | loss: 0.0311358 | val_loss: 0.0311927 | Time: 4629.47 ms [2022-02-22 20:57:15 main:574] : INFO : Epoch 1765 | loss: 0.0311371 | val_loss: 0.0311841 | Time: 4194.54 ms [2022-02-22 20:57:19 main:574] : INFO : Epoch 1766 | loss: 0.0311363 | val_loss: 0.0311882 | Time: 4479.52 ms [2022-02-22 20:57:24 main:574] : INFO : Epoch 1767 | loss: 0.0311378 | val_loss: 0.0311924 | Time: 4400.82 ms [2022-02-22 20:57:28 main:574] : INFO : Epoch 1768 | loss: 0.0311411 | val_loss: 0.0311853 | Time: 4568.19 ms [2022-02-22 20:57:32 main:574] : INFO : Epoch 1769 | loss: 0.0311389 | val_loss: 0.0311812 | Time: 4081.68 ms [2022-02-22 20:57:37 main:574] : INFO : Epoch 1770 | loss: 0.0311385 | val_loss: 0.0311858 | Time: 4409.37 ms [2022-02-22 20:57:41 main:574] : INFO : Epoch 1771 | loss: 0.0311356 | val_loss: 0.0311808 | Time: 4416.48 ms [2022-02-22 20:57:46 main:574] : INFO : Epoch 1772 | loss: 0.0311347 | val_loss: 0.0311864 | Time: 4662.63 ms [2022-02-22 20:57:50 main:574] : INFO : Epoch 1773 | loss: 0.0311315 | val_loss: 0.031189 | Time: 4418.84 ms [2022-02-22 20:57:55 main:574] : INFO : Epoch 1774 | loss: 0.0311326 | val_loss: 0.0311882 | Time: 4638.13 ms [2022-02-22 20:57:59 main:574] : INFO : Epoch 1775 | loss: 0.0311367 | val_loss: 0.0311771 | Time: 4500.33 ms [2022-02-22 20:58:04 main:574] : INFO : Epoch 1776 | loss: 0.0311401 | val_loss: 0.0311782 | Time: 4541.91 ms [2022-02-22 20:58:08 main:574] : INFO : Epoch 1777 | loss: 0.031138 | val_loss: 0.0311824 | Time: 3967.64 ms [2022-02-22 20:58:12 main:574] : INFO : Epoch 1778 | loss: 0.0311397 | val_loss: 0.031175 | Time: 4279.89 ms [2022-02-22 20:58:17 main:574] : INFO : Epoch 1779 | loss: 0.0311402 | val_loss: 0.0311843 | Time: 4653.12 ms [2022-02-22 20:58:21 main:574] : INFO : Epoch 1780 | loss: 0.031146 | val_loss: 0.0311809 | Time: 4472.32 ms [2022-02-22 20:58:26 main:574] : INFO : Epoch 1781 | loss: 0.0311431 | val_loss: 0.0311838 | Time: 4244.73 ms [2022-02-22 20:58:30 main:574] : INFO : Epoch 1782 | loss: 0.0311387 | val_loss: 0.0311796 | Time: 4659.11 ms [2022-02-22 20:58:35 main:574] : INFO : Epoch 1783 | loss: 0.0311339 | val_loss: 0.0311917 | Time: 4541.25 ms [2022-02-22 20:58:40 main:574] : INFO : Epoch 1784 | loss: 0.0311362 | val_loss: 0.0311799 | Time: 4939.33 ms [2022-02-22 20:58:44 main:574] : INFO : Epoch 1785 | loss: 0.0311377 | val_loss: 0.0311837 | Time: 4420.37 ms [2022-02-22 20:58:49 main:574] : INFO : Epoch 1786 | loss: 0.0311338 | val_loss: 0.031184 | Time: 4420.97 ms [2022-02-22 20:58:53 main:574] : INFO : Epoch 1787 | loss: 0.0311348 | val_loss: 0.0311801 | Time: 4293.5 ms [2022-02-22 20:58:57 main:574] : INFO : Epoch 1788 | loss: 0.0311355 | val_loss: 0.0311798 | Time: 4394.11 ms [2022-02-22 20:59:01 main:574] : INFO : Epoch 1789 | loss: 0.0311367 | val_loss: 0.0311907 | Time: 4203.31 ms [2022-02-22 20:59:06 main:574] : INFO : Epoch 1790 | loss: 0.0311343 | val_loss: 0.0311846 | Time: 4481.89 ms [2022-02-22 20:59:10 main:574] : INFO : Epoch 1791 | loss: 0.0311354 | val_loss: 0.0311801 | Time: 4500.21 ms [2022-02-22 20:59:15 main:574] : INFO : Epoch 1792 | loss: 0.0311319 | val_loss: 0.0311827 | Time: 4377.53 ms [2022-02-22 20:59:19 main:574] : INFO : Epoch 1793 | loss: 0.0311308 | val_loss: 0.0311864 | Time: 4304.39 ms [2022-02-22 20:59:24 main:574] : INFO : Epoch 1794 | loss: 0.0311284 | val_loss: 0.0311844 | Time: 4503.69 ms [2022-02-22 20:59:28 main:574] : INFO : Epoch 1795 | loss: 0.0311293 | val_loss: 0.0311829 | Time: 4593.65 ms [2022-02-22 20:59:33 main:574] : INFO : Epoch 1796 | loss: 0.0311335 | val_loss: 0.0311942 | Time: 4394.8 ms [2022-02-22 20:59:37 main:574] : INFO : Epoch 1797 | loss: 0.0311303 | val_loss: 0.0311873 | Time: 4190.98 ms [2022-02-22 20:59:42 main:574] : INFO : Epoch 1798 | loss: 0.0311288 | val_loss: 0.0311925 | Time: 4720.66 ms [2022-02-22 20:59:46 main:574] : INFO : Epoch 1799 | loss: 0.0311242 | val_loss: 0.0311821 | Time: 4743.83 ms [2022-02-22 20:59:51 main:574] : INFO : Epoch 1800 | loss: 0.0311245 | val_loss: 0.0311958 | Time: 4327.01 ms [2022-02-22 20:59:55 main:574] : INFO : Epoch 1801 | loss: 0.031129 | val_loss: 0.0311888 | Time: 4569.66 ms [2022-02-22 21:00:00 main:574] : INFO : Epoch 1802 | loss: 0.0311266 | val_loss: 0.0311852 | Time: 4415.71 ms [2022-02-22 21:00:04 main:574] : INFO : Epoch 1803 | loss: 0.0311304 | val_loss: 0.0311816 | Time: 4542.68 ms [2022-02-22 21:00:09 main:574] : INFO : Epoch 1804 | loss: 0.0311374 | val_loss: 0.0311841 | Time: 4290.36 ms [2022-02-22 21:00:13 main:574] : INFO : Epoch 1805 | loss: 0.0311439 | val_loss: 0.0311839 | Time: 4316.89 ms [2022-02-22 21:00:17 main:574] : INFO : Epoch 1806 | loss: 0.0311436 | val_loss: 0.0311804 | Time: 4336.95 ms [2022-02-22 21:00:22 main:574] : INFO : Epoch 1807 | loss: 0.031139 | val_loss: 0.0311863 | Time: 4560.19 ms [2022-02-22 21:00:26 main:574] : INFO : Epoch 1808 | loss: 0.0311354 | val_loss: 0.031184 | Time: 4051.35 ms [2022-02-22 21:00:30 main:574] : INFO : Epoch 1809 | loss: 0.0311338 | val_loss: 0.0311884 | Time: 4175.51 ms [2022-02-22 21:00:34 main:574] : INFO : Epoch 1810 | loss: 0.031131 | val_loss: 0.0311839 | Time: 4413.11 ms [2022-02-22 21:00:39 main:574] : INFO : Epoch 1811 | loss: 0.0311336 | val_loss: 0.0311884 | Time: 4533.97 ms [2022-02-22 21:00:43 main:574] : INFO : Epoch 1812 | loss: 0.0311415 | val_loss: 0.0311878 | Time: 4502.66 ms [2022-02-22 21:00:48 main:574] : INFO : Epoch 1813 | loss: 0.0311376 | val_loss: 0.0311754 | Time: 4400.89 ms [2022-02-22 21:00:52 main:574] : INFO : Epoch 1814 | loss: 0.0311336 | val_loss: 0.0311926 | Time: 4384.16 ms [2022-02-22 21:00:57 main:574] : INFO : Epoch 1815 | loss: 0.0311393 | val_loss: 0.0311898 | Time: 4384.14 ms [2022-02-22 21:01:01 main:574] : INFO : Epoch 1816 | loss: 0.0311379 | val_loss: 0.0311948 | Time: 4337.13 ms [2022-02-22 21:01:05 main:574] : INFO : Epoch 1817 | loss: 0.0311351 | val_loss: 0.0311981 | Time: 4342.39 ms [2022-02-22 21:01:10 main:574] : INFO : Epoch 1818 | loss: 0.0311391 | val_loss: 0.031184 | Time: 4307.47 ms [2022-02-22 21:01:14 main:574] : INFO : Epoch 1819 | loss: 0.031142 | val_loss: 0.0311781 | Time: 4319.31 ms [2022-02-22 21:01:18 main:574] : INFO : Epoch 1820 | loss: 0.0311392 | val_loss: 0.0311834 | Time: 4165.48 ms [2022-02-22 21:01:22 main:574] : INFO : Epoch 1821 | loss: 0.0311372 | val_loss: 0.0311815 | Time: 4216.61 ms [2022-02-22 21:01:27 main:574] : INFO : Epoch 1822 | loss: 0.0311362 | val_loss: 0.0311813 | Time: 4510.47 ms [2022-02-22 21:01:31 main:574] : INFO : Epoch 1823 | loss: 0.0311324 | val_loss: 0.0311815 | Time: 4319.65 ms [2022-02-22 21:01:36 main:574] : INFO : Epoch 1824 | loss: 0.0311318 | val_loss: 0.031183 | Time: 4435.68 ms [2022-02-22 21:01:40 main:574] : INFO : Epoch 1825 | loss: 0.0311371 | val_loss: 0.0311829 | Time: 4273.19 ms [2022-02-22 21:01:44 main:574] : INFO : Epoch 1826 | loss: 0.0311297 | val_loss: 0.03118 | Time: 4381.05 ms [2022-02-22 21:01:49 main:574] : INFO : Epoch 1827 | loss: 0.0311269 | val_loss: 0.0311821 | Time: 4473.31 ms [2022-02-22 21:01:53 main:574] : INFO : Epoch 1828 | loss: 0.0311261 | val_loss: 0.0311837 | Time: 4226.23 ms [2022-02-22 21:01:57 main:574] : INFO : Epoch 1829 | loss: 0.031128 | val_loss: 0.031191 | Time: 4381.01 ms [2022-02-22 21:02:02 main:574] : INFO : Epoch 1830 | loss: 0.0311295 | val_loss: 0.0311912 | Time: 4521.47 ms [2022-02-22 21:02:06 main:574] : INFO : Epoch 1831 | loss: 0.0311298 | val_loss: 0.0311867 | Time: 4224.67 ms [2022-02-22 21:02:10 main:574] : INFO : Epoch 1832 | loss: 0.0311268 | val_loss: 0.0311832 | Time: 3845.79 ms [2022-02-22 21:02:14 main:574] : INFO : Epoch 1833 | loss: 0.0311261 | val_loss: 0.0311886 | Time: 4338.62 ms [2022-02-22 21:02:19 main:574] : INFO : Epoch 1834 | loss: 0.0311232 | val_loss: 0.0311853 | Time: 4639.2 ms [2022-02-22 21:02:23 main:574] : INFO : Epoch 1835 | loss: 0.0311253 | val_loss: 0.0311873 | Time: 4431.39 ms [2022-02-22 21:02:28 main:574] : INFO : Epoch 1836 | loss: 0.0311237 | val_loss: 0.031186 | Time: 4484.13 ms [2022-02-22 21:02:32 main:574] : INFO : Epoch 1837 | loss: 0.0311256 | val_loss: 0.031189 | Time: 4410.86 ms [2022-02-22 21:02:37 main:574] : INFO : Epoch 1838 | loss: 0.0311223 | val_loss: 0.0311891 | Time: 4544.92 ms [2022-02-22 21:02:41 main:574] : INFO : Epoch 1839 | loss: 0.0311214 | val_loss: 0.0311927 | Time: 4268.7 ms [2022-02-22 21:02:45 main:574] : INFO : Epoch 1840 | loss: 0.0311234 | val_loss: 0.0311867 | Time: 4001.34 ms [2022-02-22 21:02:50 main:574] : INFO : Epoch 1841 | loss: 0.0311245 | val_loss: 0.0311867 | Time: 4555.59 ms [2022-02-22 21:02:54 main:574] : INFO : Epoch 1842 | loss: 0.0311236 | val_loss: 0.0311874 | Time: 4245.32 ms [2022-02-22 21:02:58 main:574] : INFO : Epoch 1843 | loss: 0.0311216 | val_loss: 0.0311902 | Time: 4385.58 ms [2022-02-22 21:03:03 main:574] : INFO : Epoch 1844 | loss: 0.0311226 | val_loss: 0.0311872 | Time: 4337.22 ms [2022-02-22 21:03:07 main:574] : INFO : Epoch 1845 | loss: 0.0311251 | val_loss: 0.0311977 | Time: 4345.17 ms [2022-02-22 21:03:12 main:574] : INFO : Epoch 1846 | loss: 0.0311239 | val_loss: 0.03119 | Time: 4718.26 ms [2022-02-22 21:03:17 main:574] : INFO : Epoch 1847 | loss: 0.0311255 | val_loss: 0.031195 | Time: 4865.07 ms [2022-02-22 21:03:21 main:574] : INFO : Epoch 1848 | loss: 0.0311329 | val_loss: 0.0311825 | Time: 4624.36 ms [2022-02-22 21:03:26 main:574] : INFO : Epoch 1849 | loss: 0.0311298 | val_loss: 0.0311938 | Time: 4691.26 ms [2022-02-22 21:03:31 main:574] : INFO : Epoch 1850 | loss: 0.0311267 | val_loss: 0.0311949 | Time: 4530.84 ms [2022-02-22 21:03:35 main:574] : INFO : Epoch 1851 | loss: 0.031125 | val_loss: 0.0311981 | Time: 4226.07 ms [2022-02-22 21:03:39 main:574] : INFO : Epoch 1852 | loss: 0.0311451 | val_loss: 0.0311806 | Time: 4222.29 ms [2022-02-22 21:03:44 main:574] : INFO : Epoch 1853 | loss: 0.0311472 | val_loss: 0.0311822 | Time: 4784.35 ms [2022-02-22 21:03:49 main:574] : INFO : Epoch 1854 | loss: 0.0311446 | val_loss: 0.0311814 | Time: 4994.94 ms [2022-02-22 21:03:53 main:574] : INFO : Epoch 1855 | loss: 0.0311436 | val_loss: 0.0311948 | Time: 4373.44 ms [2022-02-22 21:03:58 main:574] : INFO : Epoch 1856 | loss: 0.0311527 | val_loss: 0.03119 | Time: 4447.12 ms [2022-02-22 21:04:02 main:574] : INFO : Epoch 1857 | loss: 0.0311483 | val_loss: 0.031195 | Time: 4722.92 ms [2022-02-22 21:04:07 main:574] : INFO : Epoch 1858 | loss: 0.0311578 | val_loss: 0.0313968 | Time: 4883.12 ms [2022-02-22 21:04:12 main:574] : INFO : Epoch 1859 | loss: 0.0340563 | val_loss: 0.0764416 | Time: 4467.88 ms [2022-02-22 21:04:16 main:574] : INFO : Epoch 1860 | loss: 0.0422787 | val_loss: 0.0335899 | Time: 4298.31 ms [2022-02-22 21:04:20 main:574] : INFO : Epoch 1861 | loss: 0.0323232 | val_loss: 0.031691 | Time: 4250.27 ms [2022-02-22 21:04:25 main:574] : INFO : Epoch 1862 | loss: 0.0314234 | val_loss: 0.0312744 | Time: 4247.89 ms [2022-02-22 21:04:29 main:574] : INFO : Epoch 1863 | loss: 0.0312642 | val_loss: 0.0312446 | Time: 4070.42 ms [2022-02-22 21:04:33 main:574] : INFO : Epoch 1864 | loss: 0.0312367 | val_loss: 0.0312304 | Time: 4600.71 ms [2022-02-22 21:04:38 main:574] : INFO : Epoch 1865 | loss: 0.0312283 | val_loss: 0.0312247 | Time: 4346.56 ms [2022-02-22 21:04:42 main:574] : INFO : Epoch 1866 | loss: 0.0312229 | val_loss: 0.0312218 | Time: 4417.8 ms [2022-02-22 21:04:46 main:574] : INFO : Epoch 1867 | loss: 0.0312177 | val_loss: 0.0312136 | Time: 4334.9 ms [2022-02-22 21:04:51 main:574] : INFO : Epoch 1868 | loss: 0.031212 | val_loss: 0.0312082 | Time: 4577.41 ms [2022-02-22 21:04:56 main:574] : INFO : Epoch 1869 | loss: 0.031207 | val_loss: 0.0312046 | Time: 4801.41 ms [2022-02-22 21:05:00 main:574] : INFO : Epoch 1870 | loss: 0.0312021 | val_loss: 0.0311981 | Time: 4666.13 ms [2022-02-22 21:05:05 main:574] : INFO : Epoch 1871 | loss: 0.0311966 | val_loss: 0.0311926 | Time: 4531.27 ms [2022-02-22 21:05:09 main:574] : INFO : Epoch 1872 | loss: 0.0311917 | val_loss: 0.0311901 | Time: 4379.65 ms [2022-02-22 21:05:14 main:574] : INFO : Epoch 1873 | loss: 0.0311877 | val_loss: 0.0311879 | Time: 4292.41 ms [2022-02-22 21:05:18 main:574] : INFO : Epoch 1874 | loss: 0.0311847 | val_loss: 0.0311858 | Time: 4275.78 ms [2022-02-22 21:05:22 main:574] : INFO : Epoch 1875 | loss: 0.0311827 | val_loss: 0.0311853 | Time: 4505.38 ms [2022-02-22 21:05:27 main:574] : INFO : Epoch 1876 | loss: 0.031181 | val_loss: 0.0311862 | Time: 4466.99 ms [2022-02-22 21:05:32 main:574] : INFO : Epoch 1877 | loss: 0.0311799 | val_loss: 0.0311852 | Time: 4639.11 ms [2022-02-22 21:05:36 main:574] : INFO : Epoch 1878 | loss: 0.0311801 | val_loss: 0.0311845 | Time: 4675.84 ms [2022-02-22 21:05:41 main:574] : INFO : Epoch 1879 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 4582.06 ms [2022-02-22 21:05:46 main:574] : INFO : Epoch 1880 | loss: 0.0311784 | val_loss: 0.031184 | Time: 5288.43 ms [2022-02-22 21:05:51 main:574] : INFO : Epoch 1881 | loss: 0.031178 | val_loss: 0.0311838 | Time: 4633.35 ms [2022-02-22 21:05:55 main:574] : INFO : Epoch 1882 | loss: 0.0311769 | val_loss: 0.031184 | Time: 4386.06 ms [2022-02-22 21:06:00 main:574] : INFO : Epoch 1883 | loss: 0.0311761 | val_loss: 0.031184 | Time: 4369.61 ms [2022-02-22 21:06:04 main:574] : INFO : Epoch 1884 | loss: 0.0311763 | val_loss: 0.0311838 | Time: 4559.08 ms [2022-02-22 21:06:09 main:574] : INFO : Epoch 1885 | loss: 0.0311775 | val_loss: 0.0311849 | Time: 4561.2 ms [2022-02-22 21:06:13 main:574] : INFO : Epoch 1886 | loss: 0.0311766 | val_loss: 0.0311826 | Time: 4179.14 ms [2022-02-22 21:06:17 main:574] : INFO : Epoch 1887 | loss: 0.031175 | val_loss: 0.031183 | Time: 4434.91 ms [2022-02-22 21:06:22 main:574] : INFO : Epoch 1888 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 4418.16 ms [2022-02-22 21:06:26 main:574] : INFO : Epoch 1889 | loss: 0.0311749 | val_loss: 0.0311832 | Time: 4475.1 ms [2022-02-22 21:06:31 main:574] : INFO : Epoch 1890 | loss: 0.0311748 | val_loss: 0.0311819 | Time: 4384.41 ms [2022-02-22 21:06:35 main:574] : INFO : Epoch 1891 | loss: 0.0311738 | val_loss: 0.0311837 | Time: 4771.99 ms [2022-02-22 21:06:40 main:574] : INFO : Epoch 1892 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 4401.43 ms [2022-02-22 21:06:44 main:574] : INFO : Epoch 1893 | loss: 0.0311737 | val_loss: 0.0311838 | Time: 4561.94 ms [2022-02-22 21:06:49 main:574] : INFO : Epoch 1894 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 4451.33 ms [2022-02-22 21:06:53 main:574] : INFO : Epoch 1895 | loss: 0.0311714 | val_loss: 0.0311828 | Time: 4495.28 ms [2022-02-22 21:06:58 main:574] : INFO : Epoch 1896 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 4672.84 ms [2022-02-22 21:07:03 main:574] : INFO : Epoch 1897 | loss: 0.0311687 | val_loss: 0.0311783 | Time: 4569.53 ms [2022-02-22 21:07:07 main:574] : INFO : Epoch 1898 | loss: 0.0311685 | val_loss: 0.0311795 | Time: 4308.69 ms [2022-02-22 21:07:11 main:574] : INFO : Epoch 1899 | loss: 0.0311678 | val_loss: 0.0311798 | Time: 4468.82 ms [2022-02-22 21:07:16 main:574] : INFO : Epoch 1900 | loss: 0.0311671 | val_loss: 0.0311793 | Time: 4420.6 ms [2022-02-22 21:07:20 main:574] : INFO : Epoch 1901 | loss: 0.0311676 | val_loss: 0.0311808 | Time: 4237.09 ms [2022-02-22 21:07:24 main:574] : INFO : Epoch 1902 | loss: 0.0311663 | val_loss: 0.0311812 | Time: 4343.31 ms [2022-02-22 21:07:29 main:574] : INFO : Epoch 1903 | loss: 0.0311666 | val_loss: 0.0311788 | Time: 4300.61 ms [2022-02-22 21:07:33 main:574] : INFO : Epoch 1904 | loss: 0.0311674 | val_loss: 0.0311833 | Time: 4567.58 ms [2022-02-22 21:07:38 main:574] : INFO : Epoch 1905 | loss: 0.0311691 | val_loss: 0.0311788 | Time: 4567.81 ms [2022-02-22 21:07:42 main:574] : INFO : Epoch 1906 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 4370.5 ms [2022-02-22 21:07:47 main:574] : INFO : Epoch 1907 | loss: 0.0311657 | val_loss: 0.0311775 | Time: 4391.89 ms [2022-02-22 21:07:51 main:574] : INFO : Epoch 1908 | loss: 0.0311646 | val_loss: 0.0311792 | Time: 4303.62 ms [2022-02-22 21:07:55 main:574] : INFO : Epoch 1909 | loss: 0.0311643 | val_loss: 0.0311824 | Time: 4378.91 ms [2022-02-22 21:08:00 main:574] : INFO : Epoch 1910 | loss: 0.0311656 | val_loss: 0.0311798 | Time: 4534.66 ms [2022-02-22 21:08:04 main:574] : INFO : Epoch 1911 | loss: 0.031166 | val_loss: 0.0311783 | Time: 4442.31 ms [2022-02-22 21:08:09 main:574] : INFO : Epoch 1912 | loss: 0.0311636 | val_loss: 0.0311796 | Time: 4510.41 ms [2022-02-22 21:08:13 main:574] : INFO : Epoch 1913 | loss: 0.0311644 | val_loss: 0.0311792 | Time: 4603.01 ms [2022-02-22 21:08:18 main:574] : INFO : Epoch 1914 | loss: 0.0311626 | val_loss: 0.0311782 | Time: 4439.66 ms [2022-02-22 21:08:22 main:574] : INFO : Epoch 1915 | loss: 0.0311624 | val_loss: 0.0311788 | Time: 4408.04 ms [2022-02-22 21:08:27 main:574] : INFO : Epoch 1916 | loss: 0.0311605 | val_loss: 0.0311802 | Time: 4323.23 ms [2022-02-22 21:08:31 main:574] : INFO : Epoch 1917 | loss: 0.0311602 | val_loss: 0.0311814 | Time: 4140.31 ms [2022-02-22 21:08:35 main:574] : INFO : Epoch 1918 | loss: 0.0311622 | val_loss: 0.0311864 | Time: 4397.69 ms [2022-02-22 21:08:40 main:574] : INFO : Epoch 1919 | loss: 0.0311611 | val_loss: 0.0311787 | Time: 4590.94 ms [2022-02-22 21:08:44 main:574] : INFO : Epoch 1920 | loss: 0.0311601 | val_loss: 0.0311853 | Time: 4508.79 ms [2022-02-22 21:08:49 main:574] : INFO : Epoch 1921 | loss: 0.0311598 | val_loss: 0.0311827 | Time: 4339.22 ms [2022-02-22 21:08:53 main:574] : INFO : Epoch 1922 | loss: 0.0311621 | val_loss: 0.0311787 | Time: 4400.29 ms [2022-02-22 21:08:57 main:574] : INFO : Epoch 1923 | loss: 0.0311603 | val_loss: 0.0311772 | Time: 4420.8 ms [2022-02-22 21:09:02 main:574] : INFO : Epoch 1924 | loss: 0.0311585 | val_loss: 0.0311796 | Time: 4632.47 ms [2022-02-22 21:09:06 main:574] : INFO : Epoch 1925 | loss: 0.0311581 | val_loss: 0.0311844 | Time: 4312.51 ms [2022-02-22 21:09:11 main:574] : INFO : Epoch 1926 | loss: 0.0311575 | val_loss: 0.0311806 | Time: 4433.45 ms [2022-02-22 21:09:15 main:574] : INFO : Epoch 1927 | loss: 0.0311576 | val_loss: 0.0311797 | Time: 4466.37 ms [2022-02-22 21:09:20 main:574] : INFO : Epoch 1928 | loss: 0.0311568 | val_loss: 0.0311762 | Time: 4366.78 ms [2022-02-22 21:09:24 main:574] : INFO : Epoch 1929 | loss: 0.0311569 | val_loss: 0.0311768 | Time: 4020.83 ms [2022-02-22 21:09:28 main:574] : INFO : Epoch 1930 | loss: 0.0311577 | val_loss: 0.0311802 | Time: 4383.98 ms [2022-02-22 21:09:33 main:574] : INFO : Epoch 1931 | loss: 0.031158 | val_loss: 0.0311803 | Time: 4545.87 ms [2022-02-22 21:09:37 main:574] : INFO : Epoch 1932 | loss: 0.0311575 | val_loss: 0.0311784 | Time: 4537.5 ms [2022-02-22 21:09:42 main:574] : INFO : Epoch 1933 | loss: 0.0311577 | val_loss: 0.0311793 | Time: 4374.33 ms [2022-02-22 21:09:46 main:574] : INFO : Epoch 1934 | loss: 0.031157 | val_loss: 0.0311768 | Time: 4408.63 ms [2022-02-22 21:09:51 main:574] : INFO : Epoch 1935 | loss: 0.0311569 | val_loss: 0.0311771 | Time: 4715.64 ms [2022-02-22 21:09:55 main:574] : INFO : Epoch 1936 | loss: 0.0311558 | val_loss: 0.0311774 | Time: 4801.58 ms [2022-02-22 21:10:00 main:574] : INFO : Epoch 1937 | loss: 0.0311561 | val_loss: 0.031179 | Time: 4424.61 ms [2022-02-22 21:10:04 main:574] : INFO : Epoch 1938 | loss: 0.0311567 | val_loss: 0.0311782 | Time: 4459.04 ms [2022-02-22 21:10:09 main:574] : INFO : Epoch 1939 | loss: 0.0311573 | val_loss: 0.0311774 | Time: 4349.08 ms [2022-02-22 21:10:13 main:574] : INFO : Epoch 1940 | loss: 0.0311579 | val_loss: 0.0311806 | Time: 4127.67 ms [2022-02-22 21:10:17 main:574] : INFO : Epoch 1941 | loss: 0.0311602 | val_loss: 0.0311781 | Time: 4214.13 ms [2022-02-22 21:10:21 main:574] : INFO : Epoch 1942 | loss: 0.0311582 | val_loss: 0.031176 | Time: 4268.9 ms [2022-02-22 21:10:26 main:574] : INFO : Epoch 1943 | loss: 0.0311578 | val_loss: 0.0311816 | Time: 4397.52 ms [2022-02-22 21:10:30 main:574] : INFO : Epoch 1944 | loss: 0.0311581 | val_loss: 0.0311803 | Time: 4442.82 ms [2022-02-22 21:10:34 main:574] : INFO : Epoch 1945 | loss: 0.0311558 | val_loss: 0.0311791 | Time: 4244.83 ms [2022-02-22 21:10:39 main:574] : INFO : Epoch 1946 | loss: 0.0311555 | val_loss: 0.0311784 | Time: 4326.66 ms [2022-02-22 21:10:44 main:574] : INFO : Epoch 1947 | loss: 0.0311547 | val_loss: 0.0311769 | Time: 4873.36 ms [2022-02-22 21:10:48 main:574] : INFO : Epoch 1948 | loss: 0.0311542 | val_loss: 0.0311804 | Time: 4325.91 ms [2022-02-22 21:10:52 main:574] : INFO : Epoch 1949 | loss: 0.0311544 | val_loss: 0.0311769 | Time: 4164.9 ms [2022-02-22 21:10:56 main:574] : INFO : Epoch 1950 | loss: 0.0311522 | val_loss: 0.0311752 | Time: 4267.95 ms [2022-02-22 21:11:01 main:574] : INFO : Epoch 1951 | loss: 0.0311519 | val_loss: 0.0311766 | Time: 4362.01 ms [2022-02-22 21:11:05 main:574] : INFO : Epoch 1952 | loss: 0.0311523 | val_loss: 0.0311762 | Time: 4227.46 ms [2022-02-22 21:11:09 main:574] : INFO : Epoch 1953 | loss: 0.0311524 | val_loss: 0.0311783 | Time: 4416.42 ms [2022-02-22 21:11:14 main:574] : INFO : Epoch 1954 | loss: 0.0311521 | val_loss: 0.0311747 | Time: 4333.95 ms [2022-02-22 21:11:18 main:574] : INFO : Epoch 1955 | loss: 0.031154 | val_loss: 0.031177 | Time: 4546.86 ms [2022-02-22 21:11:23 main:574] : INFO : Epoch 1956 | loss: 0.0311585 | val_loss: 0.031182 | Time: 4513.52 ms [2022-02-22 21:11:27 main:574] : INFO : Epoch 1957 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 4393.13 ms [2022-02-22 21:11:32 main:574] : INFO : Epoch 1958 | loss: 0.0311605 | val_loss: 0.0311875 | Time: 4767.72 ms [2022-02-22 21:11:37 main:574] : INFO : Epoch 1959 | loss: 0.0311584 | val_loss: 0.0311789 | Time: 4424.64 ms [2022-02-22 21:11:41 main:574] : INFO : Epoch 1960 | loss: 0.0311536 | val_loss: 0.031173 | Time: 4018.32 ms [2022-02-22 21:11:45 main:574] : INFO : Epoch 1961 | loss: 0.0311524 | val_loss: 0.0311741 | Time: 4123.26 ms [2022-02-22 21:11:49 main:574] : INFO : Epoch 1962 | loss: 0.031152 | val_loss: 0.0311765 | Time: 4244.18 ms [2022-02-22 21:11:53 main:574] : INFO : Epoch 1963 | loss: 0.0311523 | val_loss: 0.0311816 | Time: 4368.73 ms [2022-02-22 21:11:58 main:574] : INFO : Epoch 1964 | loss: 0.0311516 | val_loss: 0.0311809 | Time: 4281.79 ms [2022-02-22 21:12:02 main:574] : INFO : Epoch 1965 | loss: 0.0311506 | val_loss: 0.0311782 | Time: 4467.43 ms [2022-02-22 21:12:06 main:574] : INFO : Epoch 1966 | loss: 0.0311518 | val_loss: 0.0311813 | Time: 4385.01 ms [2022-02-22 21:12:11 main:574] : INFO : Epoch 1967 | loss: 0.0311508 | val_loss: 0.0311788 | Time: 4460.47 ms [2022-02-22 21:12:15 main:574] : INFO : Epoch 1968 | loss: 0.0311487 | val_loss: 0.0311793 | Time: 4324.15 ms [2022-02-22 21:12:20 main:574] : INFO : Epoch 1969 | loss: 0.0311483 | val_loss: 0.0311767 | Time: 4441.02 ms [2022-02-22 21:12:24 main:574] : INFO : Epoch 1970 | loss: 0.031149 | val_loss: 0.0311803 | Time: 4707.21 ms [2022-02-22 21:12:29 main:574] : INFO : Epoch 1971 | loss: 0.0311493 | val_loss: 0.0311795 | Time: 4386 ms [2022-02-22 21:12:33 main:574] : INFO : Epoch 1972 | loss: 0.031151 | val_loss: 0.0311781 | Time: 4069.95 ms [2022-02-22 21:12:37 main:574] : INFO : Epoch 1973 | loss: 0.031151 | val_loss: 0.0311757 | Time: 4302.79 ms [2022-02-22 21:12:41 main:574] : INFO : Epoch 1974 | loss: 0.0311511 | val_loss: 0.0311806 | Time: 4277.87 ms [2022-02-22 21:12:46 main:574] : INFO : Epoch 1975 | loss: 0.031152 | val_loss: 0.0311762 | Time: 4599.34 ms [2022-02-22 21:12:50 main:574] : INFO : Epoch 1976 | loss: 0.0311516 | val_loss: 0.0311761 | Time: 4349.51 ms [2022-02-22 21:12:55 main:574] : INFO : Epoch 1977 | loss: 0.0311506 | val_loss: 0.0311742 | Time: 4364.86 ms [2022-02-22 21:12:59 main:574] : INFO : Epoch 1978 | loss: 0.0311494 | val_loss: 0.0311774 | Time: 4468.5 ms [2022-02-22 21:13:05 main:574] : INFO : Epoch 1979 | loss: 0.0311477 | val_loss: 0.0311775 | Time: 5540.6 ms [2022-02-22 21:13:10 main:574] : INFO : Epoch 1980 | loss: 0.0311474 | val_loss: 0.0311773 | Time: 5060.78 ms [2022-02-22 21:13:24 main:574] : INFO : Epoch 1981 | loss: 0.0311493 | val_loss: 0.0311813 | Time: 14585.3 ms [2022-02-22 21:13:28 main:574] : INFO : Epoch 1982 | loss: 0.0311522 | val_loss: 0.0311803 | Time: 3379.7 ms [2022-02-22 21:13:31 main:574] : INFO : Epoch 1983 | loss: 0.0311534 | val_loss: 0.0311805 | Time: 3577.64 ms [2022-02-22 21:13:35 main:574] : INFO : Epoch 1984 | loss: 0.0311547 | val_loss: 0.0311832 | Time: 3561.06 ms [2022-02-22 21:13:39 main:574] : INFO : Epoch 1985 | loss: 0.0311588 | val_loss: 0.0311769 | Time: 3887.5 ms [2022-02-22 21:13:43 main:574] : INFO : Epoch 1986 | loss: 0.0311561 | val_loss: 0.0311741 | Time: 3964.74 ms [2022-02-22 21:13:47 main:574] : INFO : Epoch 1987 | loss: 0.0311528 | val_loss: 0.0311736 | Time: 4254.03 ms [2022-02-22 21:13:51 main:574] : INFO : Epoch 1988 | loss: 0.0311525 | val_loss: 0.0311725 | Time: 3987.76 ms [2022-02-22 21:13:56 main:574] : INFO : Epoch 1989 | loss: 0.0311519 | val_loss: 0.0311734 | Time: 4405.62 ms [2022-02-22 21:14:00 main:574] : INFO : Epoch 1990 | loss: 0.0311511 | val_loss: 0.0311727 | Time: 4093.78 ms [2022-02-22 21:14:04 main:574] : INFO : Epoch 1991 | loss: 0.0311503 | val_loss: 0.0311724 | Time: 4334.6 ms [2022-02-22 21:14:08 main:574] : INFO : Epoch 1992 | loss: 0.0311489 | val_loss: 0.0311732 | Time: 4174.3 ms [2022-02-22 21:14:12 main:574] : INFO : Epoch 1993 | loss: 0.0311517 | val_loss: 0.0311741 | Time: 4344.99 ms [2022-02-22 21:14:17 main:574] : INFO : Epoch 1994 | loss: 0.0311527 | val_loss: 0.0311745 | Time: 4192.65 ms [2022-02-22 21:14:21 main:574] : INFO : Epoch 1995 | loss: 0.0311545 | val_loss: 0.0311722 | Time: 4099.41 ms [2022-02-22 21:14:25 main:574] : INFO : Epoch 1996 | loss: 0.0311536 | val_loss: 0.0311711 | Time: 4084.68 ms [2022-02-22 21:14:29 main:574] : INFO : Epoch 1997 | loss: 0.0311529 | val_loss: 0.03117 | Time: 4250.42 ms [2022-02-22 21:14:34 main:574] : INFO : Epoch 1998 | loss: 0.0311532 | val_loss: 0.0311718 | Time: 4552.89 ms [2022-02-22 21:14:38 main:574] : INFO : Epoch 1999 | loss: 0.0311515 | val_loss: 0.0311758 | Time: 4235.41 ms [2022-02-22 21:14:42 main:574] : INFO : Epoch 2000 | loss: 0.0311528 | val_loss: 0.0311714 | Time: 4138.14 ms [2022-02-22 21:14:46 main:574] : INFO : Epoch 2001 | loss: 0.0311571 | val_loss: 0.0311736 | Time: 4270.77 ms [2022-02-22 21:14:51 main:574] : INFO : Epoch 2002 | loss: 0.0311548 | val_loss: 0.0311771 | Time: 4389.83 ms [2022-02-22 21:14:55 main:574] : INFO : Epoch 2003 | loss: 0.0311574 | val_loss: 0.0311782 | Time: 4142.09 ms [2022-02-22 21:15:00 main:574] : INFO : Epoch 2004 | loss: 0.031158 | val_loss: 0.0311789 | Time: 4668.22 ms [2022-02-22 21:15:04 main:574] : INFO : Epoch 2005 | loss: 0.0311557 | val_loss: 0.0311727 | Time: 4469.3 ms [2022-02-22 21:15:09 main:574] : INFO : Epoch 2006 | loss: 0.031161 | val_loss: 0.031173 | Time: 4512.79 ms [2022-02-22 21:15:13 main:574] : INFO : Epoch 2007 | loss: 0.0311634 | val_loss: 0.0311841 | Time: 4192.63 ms [2022-02-22 21:15:17 main:574] : INFO : Epoch 2008 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 4380.97 ms [2022-02-22 21:15:22 main:574] : INFO : Epoch 2009 | loss: 0.0311547 | val_loss: 0.0311701 | Time: 4370.92 ms [2022-02-22 21:15:26 main:574] : INFO : Epoch 2010 | loss: 0.0311537 | val_loss: 0.0311722 | Time: 4569.42 ms [2022-02-22 21:15:30 main:574] : INFO : Epoch 2011 | loss: 0.0311524 | val_loss: 0.0311717 | Time: 4251.04 ms [2022-02-22 21:15:35 main:574] : INFO : Epoch 2012 | loss: 0.0311517 | val_loss: 0.0311697 | Time: 4390.28 ms [2022-02-22 21:15:39 main:574] : INFO : Epoch 2013 | loss: 0.0311502 | val_loss: 0.0311675 | Time: 4346.77 ms [2022-02-22 21:15:44 main:574] : INFO : Epoch 2014 | loss: 0.0311481 | val_loss: 0.0311691 | Time: 4693.02 ms [2022-02-22 21:15:48 main:574] : INFO : Epoch 2015 | loss: 0.0311478 | val_loss: 0.0311689 | Time: 4523.68 ms [2022-02-22 21:15:53 main:574] : INFO : Epoch 2016 | loss: 0.0311479 | val_loss: 0.0311762 | Time: 4442.95 ms [2022-02-22 21:15:57 main:574] : INFO : Epoch 2017 | loss: 0.0311482 | val_loss: 0.0311709 | Time: 4419.23 ms [2022-02-22 21:16:02 main:574] : INFO : Epoch 2018 | loss: 0.0311472 | val_loss: 0.0311729 | Time: 4373.85 ms [2022-02-22 21:16:06 main:574] : INFO : Epoch 2019 | loss: 0.0311483 | val_loss: 0.0311699 | Time: 4140.32 ms [2022-02-22 21:16:10 main:574] : INFO : Epoch 2020 | loss: 0.0311508 | val_loss: 0.0311755 | Time: 4298.26 ms [2022-02-22 21:16:15 main:574] : INFO : Epoch 2021 | loss: 0.0311486 | val_loss: 0.0311727 | Time: 4536.7 ms [2022-02-22 21:16:19 main:574] : INFO : Epoch 2022 | loss: 0.031148 | val_loss: 0.0311681 | Time: 4433.31 ms [2022-02-22 21:16:23 main:574] : INFO : Epoch 2023 | loss: 0.0311487 | val_loss: 0.0311695 | Time: 4171.47 ms [2022-02-22 21:16:28 main:574] : INFO : Epoch 2024 | loss: 0.0311484 | val_loss: 0.0311695 | Time: 4390.21 ms [2022-02-22 21:16:32 main:574] : INFO : Epoch 2025 | loss: 0.0311488 | val_loss: 0.0311725 | Time: 4297.17 ms [2022-02-22 21:16:36 main:574] : INFO : Epoch 2026 | loss: 0.0311511 | val_loss: 0.0311733 | Time: 4509.15 ms [2022-02-22 21:16:41 main:574] : INFO : Epoch 2027 | loss: 0.0311496 | val_loss: 0.0311754 | Time: 4490.07 ms [2022-02-22 21:16:45 main:574] : INFO : Epoch 2028 | loss: 0.0311477 | val_loss: 0.0311723 | Time: 4428.02 ms [2022-02-22 21:16:50 main:574] : INFO : Epoch 2029 | loss: 0.0311498 | val_loss: 0.031169 | Time: 4495.98 ms [2022-02-22 21:16:54 main:574] : INFO : Epoch 2030 | loss: 0.0311503 | val_loss: 0.0311675 | Time: 4576.45 ms [2022-02-22 21:16:59 main:574] : INFO : Epoch 2031 | loss: 0.0311475 | val_loss: 0.0311698 | Time: 4166.7 ms [2022-02-22 21:17:03 main:574] : INFO : Epoch 2032 | loss: 0.0311469 | val_loss: 0.0311695 | Time: 4595.53 ms [2022-02-22 21:17:08 main:574] : INFO : Epoch 2033 | loss: 0.0311473 | val_loss: 0.0311712 | Time: 4436.82 ms [2022-02-22 21:17:12 main:574] : INFO : Epoch 2034 | loss: 0.0311465 | val_loss: 0.0311784 | Time: 4518.18 ms [2022-02-22 21:17:16 main:574] : INFO : Epoch 2035 | loss: 0.0311452 | val_loss: 0.0311754 | Time: 4257.55 ms [2022-02-22 21:17:21 main:574] : INFO : Epoch 2036 | loss: 0.0311443 | val_loss: 0.031171 | Time: 4167.31 ms [2022-02-22 21:17:25 main:574] : INFO : Epoch 2037 | loss: 0.0311455 | val_loss: 0.031174 | Time: 4449.74 ms [2022-02-22 21:17:30 main:574] : INFO : Epoch 2038 | loss: 0.0311447 | val_loss: 0.0311739 | Time: 4577.64 ms [2022-02-22 21:17:34 main:574] : INFO : Epoch 2039 | loss: 0.0311437 | val_loss: 0.0311775 | Time: 4194.75 ms [2022-02-22 21:17:38 main:574] : INFO : Epoch 2040 | loss: 0.031146 | val_loss: 0.031173 | Time: 4336.63 ms [2022-02-22 21:17:43 main:574] : INFO : Epoch 2041 | loss: 0.0311484 | val_loss: 0.0311742 | Time: 4357 ms [2022-02-22 21:17:47 main:574] : INFO : Epoch 2042 | loss: 0.0311473 | val_loss: 0.0311713 | Time: 4194.66 ms [2022-02-22 21:17:51 main:574] : INFO : Epoch 2043 | loss: 0.0311491 | val_loss: 0.0311745 | Time: 4123 ms [2022-02-22 21:17:56 main:574] : INFO : Epoch 2044 | loss: 0.0311534 | val_loss: 0.0311728 | Time: 4566.07 ms [2022-02-22 21:18:00 main:574] : INFO : Epoch 2045 | loss: 0.0311534 | val_loss: 0.0311708 | Time: 4260.57 ms [2022-02-22 21:18:04 main:574] : INFO : Epoch 2046 | loss: 0.0311547 | val_loss: 0.0311734 | Time: 4295.09 ms [2022-02-22 21:18:08 main:574] : INFO : Epoch 2047 | loss: 0.0311519 | val_loss: 0.0311695 | Time: 4290.4 ms [2022-02-22 21:18:13 main:574] : INFO : Epoch 2048 | loss: 0.0311502 | val_loss: 0.0311708 | Time: 4201.74 ms [2022-02-22 21:18:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311708 [2022-02-22 21:18:13 main:603] : INFO : Saving end state to config to file [2022-02-22 21:18:13 main:608] : INFO : Success, exiting.. 21:18:13 (23388): 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)