Task 12966003
| Name | ParityModified-1647046064-11879-0_0 |
| Workunit | 10097952 |
| Created | 12 Mar 2022, 0:47:45 UTC |
| Sent | 19 Mar 2022, 5:04:23 UTC |
| Report deadline | 27 Mar 2022, 5:04:23 UTC |
| Received | 27 Mar 2022, 5:40:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 3 hours 49 min 54 sec |
| CPU time | 3 hours 42 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :36 main:574] : INFO : Epoch 1542 | loss: 0.031148 | val_loss: 0.0311954 | Time: 7618.65 ms [2022-03-26 23:43:43 main:574] : INFO : Epoch 1543 | loss: 0.0311517 | val_loss: 0.0311967 | Time: 6586.16 ms [2022-03-26 23:43:50 main:574] : INFO : Epoch 1544 | loss: 0.0311502 | val_loss: 0.0311974 | Time: 6941.41 ms [2022-03-26 23:43:57 main:574] : INFO : Epoch 1545 | loss: 0.0311492 | val_loss: 0.0311929 | Time: 6672.8 ms [2022-03-26 23:44:04 main:574] : INFO : Epoch 1546 | loss: 0.0311481 | val_loss: 0.0311928 | Time: 6943.61 ms [2022-03-26 23:44:11 main:574] : INFO : Epoch 1547 | loss: 0.0311525 | val_loss: 0.0311872 | Time: 7087.94 ms [2022-03-26 23:44:17 main:574] : INFO : Epoch 1548 | loss: 0.0311517 | val_loss: 0.0311893 | Time: 6532.15 ms [2022-03-26 23:44:24 main:574] : INFO : Epoch 1549 | loss: 0.0311543 | val_loss: 0.0311909 | Time: 6653.11 ms [2022-03-26 23:44:31 main:574] : INFO : Epoch 1550 | loss: 0.0311507 | val_loss: 0.0311983 | Time: 7053.89 ms [2022-03-26 23:44:38 main:574] : INFO : Epoch 1551 | loss: 0.031152 | val_loss: 0.0311966 | Time: 6642.53 ms [2022-03-26 23:44:45 main:574] : INFO : Epoch 1552 | loss: 0.0311524 | val_loss: 0.0311981 | Time: 7269.99 ms [2022-03-26 23:44:52 main:574] : INFO : Epoch 1553 | loss: 0.0311556 | val_loss: 0.0311949 | Time: 6803.48 ms [2022-03-26 23:44:59 main:574] : INFO : Epoch 1554 | loss: 0.0311562 | val_loss: 0.0311919 | Time: 6965.54 ms [2022-03-26 23:45:06 main:574] : INFO : Epoch 1555 | loss: 0.0311618 | val_loss: 0.0311911 | Time: 7327.62 ms [2022-03-26 23:45:13 main:574] : INFO : Epoch 1556 | loss: 0.0311568 | val_loss: 0.0311877 | Time: 6924.37 ms [2022-03-26 23:45:20 main:574] : INFO : Epoch 1557 | loss: 0.0311527 | val_loss: 0.0311914 | Time: 6896.37 ms [2022-03-26 23:45:27 main:574] : INFO : Epoch 1558 | loss: 0.0311515 | val_loss: 0.0311909 | Time: 7123.73 ms [2022-03-26 23:45:34 main:574] : INFO : Epoch 1559 | loss: 0.031154 | val_loss: 0.0312004 | Time: 7087.06 ms [2022-03-26 23:45:41 main:574] : INFO : Epoch 1560 | loss: 0.0311504 | val_loss: 0.0311939 | Time: 6801.7 ms [2022-03-26 23:45:48 main:574] : INFO : Epoch 1561 | loss: 0.0311495 | val_loss: 0.0311964 | Time: 6970.96 ms [2022-03-26 23:45:55 main:574] : INFO : Epoch 1562 | loss: 0.0311501 | val_loss: 0.031191 | Time: 6874.56 ms [2022-03-26 23:46:01 main:574] : INFO : Epoch 1563 | loss: 0.0311523 | val_loss: 0.0311967 | Time: 6485 ms [2022-03-26 23:46:08 main:574] : INFO : Epoch 1564 | loss: 0.0311534 | val_loss: 0.0311917 | Time: 6748.53 ms [2022-03-26 23:46:15 main:574] : INFO : Epoch 1565 | loss: 0.0311515 | val_loss: 0.0312007 | Time: 6714.31 ms [2022-03-26 23:46:22 main:574] : INFO : Epoch 1566 | loss: 0.0311516 | val_loss: 0.0311875 | Time: 7520.42 ms [2022-03-26 23:46:29 main:574] : INFO : Epoch 1567 | loss: 0.0311524 | val_loss: 0.0311922 | Time: 6642.19 ms [2022-03-26 23:46:36 main:574] : INFO : Epoch 1568 | loss: 0.031152 | val_loss: 0.0311954 | Time: 6731.12 ms [2022-03-26 23:46:43 main:574] : INFO : Epoch 1569 | loss: 0.0311514 | val_loss: 0.0311972 | Time: 7300.91 ms [2022-03-26 23:46:50 main:574] : INFO : Epoch 1570 | loss: 0.0311521 | val_loss: 0.0311879 | Time: 7079.69 ms [2022-03-26 23:46:58 main:574] : INFO : Epoch 1571 | loss: 0.0311486 | val_loss: 0.0311965 | Time: 7440.79 ms [2022-03-26 23:47:05 main:574] : INFO : Epoch 1572 | loss: 0.0311504 | val_loss: 0.0311966 | Time: 7385.67 ms [2022-03-26 23:47:12 main:574] : INFO : Epoch 1573 | loss: 0.0311488 | val_loss: 0.0311946 | Time: 6688.05 ms [2022-03-26 23:47:18 main:574] : INFO : Epoch 1574 | loss: 0.0311511 | val_loss: 0.0311986 | Time: 6762.68 ms [2022-03-26 23:47:25 main:574] : INFO : Epoch 1575 | loss: 0.0311572 | val_loss: 0.031194 | Time: 6949.83 ms [2022-03-26 23:47:33 main:574] : INFO : Epoch 1576 | loss: 0.0311553 | val_loss: 0.0311926 | Time: 7084.88 ms [2022-03-26 23:47:40 main:574] : INFO : Epoch 1577 | loss: 0.0311532 | val_loss: 0.0311895 | Time: 7160.1 ms [2022-03-26 23:47:47 main:574] : INFO : Epoch 1578 | loss: 0.0311526 | val_loss: 0.0311901 | Time: 6911.62 ms [2022-03-26 23:47:54 main:574] : INFO : Epoch 1579 | loss: 0.0311504 | val_loss: 0.0311886 | Time: 6970.78 ms [2022-03-26 23:48:01 main:574] : INFO : Epoch 1580 | loss: 0.0311524 | val_loss: 0.0311924 | Time: 7766.38 ms [2022-03-26 23:48:08 main:574] : INFO : Epoch 1581 | loss: 0.0311482 | val_loss: 0.031193 | Time: 6899.26 ms [2022-03-26 23:48:15 main:574] : INFO : Epoch 1582 | loss: 0.0311484 | val_loss: 0.0311916 | Time: 7108.64 ms [2022-03-26 23:48:22 main:574] : INFO : Epoch 1583 | loss: 0.0311525 | val_loss: 0.031189 | Time: 7055.71 ms [2022-03-26 23:48:30 main:574] : INFO : Epoch 1584 | loss: 0.0311512 | val_loss: 0.0311913 | Time: 7088.86 ms [2022-03-26 23:48:37 main:574] : INFO : Epoch 1585 | loss: 0.0311523 | val_loss: 0.0311874 | Time: 7273.85 ms [2022-03-26 23:48:44 main:574] : INFO : Epoch 1586 | loss: 0.0311567 | val_loss: 0.0311888 | Time: 7428.82 ms [2022-03-26 23:48:51 main:574] : INFO : Epoch 1587 | loss: 0.0311528 | val_loss: 0.0311905 | Time: 6728.06 ms [2022-03-26 23:48:58 main:574] : INFO : Epoch 1588 | loss: 0.0311518 | val_loss: 0.0311902 | Time: 7152.32 ms [2022-03-26 23:49:05 main:574] : INFO : Epoch 1589 | loss: 0.031153 | val_loss: 0.0311935 | Time: 7042.85 ms [2022-03-26 23:49:13 main:574] : INFO : Epoch 1590 | loss: 0.0311534 | val_loss: 0.0311966 | Time: 7186.79 ms [2022-03-26 23:49:20 main:574] : INFO : Epoch 1591 | loss: 0.031153 | val_loss: 0.0311978 | Time: 7056.69 ms [2022-03-26 23:49:27 main:574] : INFO : Epoch 1592 | loss: 0.0311544 | val_loss: 0.0311896 | Time: 7093.61 ms [2022-03-26 23:49:33 main:574] : INFO : Epoch 1593 | loss: 0.0311518 | val_loss: 0.0311896 | Time: 6586.88 ms [2022-03-26 23:49:40 main:574] : INFO : Epoch 1594 | loss: 0.0311541 | val_loss: 0.0311852 | Time: 7105.56 ms [2022-03-26 23:49:47 main:574] : INFO : Epoch 1595 | loss: 0.0311539 | val_loss: 0.0311953 | Time: 6859.98 ms [2022-03-26 23:49:54 main:574] : INFO : Epoch 1596 | loss: 0.0311526 | val_loss: 0.0311879 | Time: 7022.4 ms [2022-03-26 23:50:02 main:574] : INFO : Epoch 1597 | loss: 0.031154 | val_loss: 0.0311942 | Time: 7934.41 ms [2022-03-26 23:50:09 main:574] : INFO : Epoch 1598 | loss: 0.0311535 | val_loss: 0.0311939 | Time: 7044.47 ms [2022-03-26 23:50:16 main:574] : INFO : Epoch 1599 | loss: 0.0311608 | val_loss: 0.0311874 | Time: 6717.6 ms [2022-03-26 23:50:23 main:574] : INFO : Epoch 1600 | loss: 0.0311586 | val_loss: 0.0311964 | Time: 7374.95 ms [2022-03-26 23:50:30 main:574] : INFO : Epoch 1601 | loss: 0.0311524 | val_loss: 0.0311908 | Time: 6354.49 ms [2022-03-26 23:50:37 main:574] : INFO : Epoch 1602 | loss: 0.0311511 | val_loss: 0.0311901 | Time: 6922.89 ms [2022-03-26 23:50:44 main:574] : INFO : Epoch 1603 | loss: 0.0311526 | val_loss: 0.0311945 | Time: 7137.79 ms [2022-03-26 23:50:51 main:574] : INFO : Epoch 1604 | loss: 0.0311527 | val_loss: 0.0311865 | Time: 6825.86 ms [2022-03-26 23:50:58 main:574] : INFO : Epoch 1605 | loss: 0.0311531 | val_loss: 0.0311874 | Time: 7341.71 ms [2022-03-26 23:51:06 main:574] : INFO : Epoch 1606 | loss: 0.0311528 | val_loss: 0.0311893 | Time: 7380.03 ms [2022-03-26 23:51:12 main:574] : INFO : Epoch 1607 | loss: 0.0311547 | val_loss: 0.031193 | Time: 6532.44 ms [2022-03-26 23:51:19 main:574] : INFO : Epoch 1608 | loss: 0.0311534 | val_loss: 0.0311952 | Time: 7387.67 ms [2022-03-26 23:51:27 main:574] : INFO : Epoch 1609 | loss: 0.0311531 | val_loss: 0.0311877 | Time: 7198.11 ms [2022-03-26 23:51:33 main:574] : INFO : Epoch 1610 | loss: 0.0311494 | val_loss: 0.0311876 | Time: 6684.27 ms [2022-03-26 23:51:40 main:574] : INFO : Epoch 1611 | loss: 0.0311464 | val_loss: 0.0312038 | Time: 6822.68 ms [2022-03-26 23:51:47 main:574] : INFO : Epoch 1612 | loss: 0.0311468 | val_loss: 0.0311886 | Time: 7225.6 ms [2022-03-26 23:51:54 main:574] : INFO : Epoch 1613 | loss: 0.0311502 | val_loss: 0.031191 | Time: 6483.71 ms [2022-03-26 23:52:01 main:574] : INFO : Epoch 1614 | loss: 0.0311495 | val_loss: 0.0311919 | Time: 7493.03 ms [2022-03-26 23:52:08 main:574] : INFO : Epoch 1615 | loss: 0.0311515 | val_loss: 0.031194 | Time: 6925.06 ms [2022-03-26 23:52:16 main:574] : INFO : Epoch 1616 | loss: 0.0311574 | val_loss: 0.0311949 | Time: 7239.02 ms [2022-03-26 23:52:24 main:574] : INFO : Epoch 1617 | loss: 0.0311624 | val_loss: 0.0311845 | Time: 8127.35 ms [2022-03-26 23:52:30 main:574] : INFO : Epoch 1618 | loss: 0.0311579 | val_loss: 0.0311894 | Time: 6671.09 ms [2022-03-26 23:52:38 main:574] : INFO : Epoch 1619 | loss: 0.0311552 | val_loss: 0.0311885 | Time: 7317.19 ms [2022-03-26 23:52:45 main:574] : INFO : Epoch 1620 | loss: 0.0311527 | val_loss: 0.0311905 | Time: 7436.29 ms [2022-03-26 23:52:52 main:574] : INFO : Epoch 1621 | loss: 0.0311487 | val_loss: 0.0311889 | Time: 6596 ms [2022-03-26 23:52:59 main:574] : INFO : Epoch 1622 | loss: 0.0311478 | val_loss: 0.0311967 | Time: 6994.03 ms [2022-03-26 23:53:07 main:574] : INFO : Epoch 1623 | loss: 0.0311507 | val_loss: 0.0311966 | Time: 7781.6 ms [2022-03-26 23:53:15 main:574] : INFO : Epoch 1624 | loss: 0.03115 | val_loss: 0.0311872 | Time: 7861.87 ms [2022-03-26 23:53:22 main:574] : INFO : Epoch 1625 | loss: 0.0311459 | val_loss: 0.0311962 | Time: 6982.55 ms [2022-03-26 23:53:29 main:574] : INFO : Epoch 1626 | loss: 0.0311471 | val_loss: 0.031193 | Time: 7097.55 ms [2022-03-26 23:53:36 main:574] : INFO : Epoch 1627 | loss: 0.0311511 | val_loss: 0.0311955 | Time: 7144.84 ms [2022-03-26 23:53:43 main:574] : INFO : Epoch 1628 | loss: 0.031155 | val_loss: 0.0311864 | Time: 6955.21 ms [2022-03-26 23:53:50 main:574] : INFO : Epoch 1629 | loss: 0.0311516 | val_loss: 0.0311919 | Time: 6924.7 ms [2022-03-26 23:53:57 main:574] : INFO : Epoch 1630 | loss: 0.0311506 | val_loss: 0.0311894 | Time: 6847.21 ms [2022-03-26 23:54:03 main:574] : INFO : Epoch 1631 | loss: 0.031149 | val_loss: 0.0311924 | Time: 6674.81 ms [2022-03-26 23:54:10 main:574] : INFO : Epoch 1632 | loss: 0.0311486 | val_loss: 0.0311869 | Time: 6972 ms [2022-03-26 23:54:17 main:574] : INFO : Epoch 1633 | loss: 0.0311497 | val_loss: 0.0311938 | Time: 7057.28 ms [2022-03-26 23:54:25 main:574] : INFO : Epoch 1634 | loss: 0.0311468 | val_loss: 0.0311969 | Time: 7504.48 ms [2022-03-26 23:54:32 main:574] : INFO : Epoch 1635 | loss: 0.031148 | val_loss: 0.0311903 | Time: 7207.27 ms [2022-03-26 23:54:39 main:574] : INFO : Epoch 1636 | loss: 0.0311465 | val_loss: 0.0311856 | Time: 6442.79 ms [2022-03-26 23:54:46 main:574] : INFO : Epoch 1637 | loss: 0.0311491 | val_loss: 0.0311934 | Time: 7248.8 ms [2022-03-26 23:54:53 main:574] : INFO : Epoch 1638 | loss: 0.0311483 | val_loss: 0.0311929 | Time: 7007.86 ms [2022-03-26 23:55:00 main:574] : INFO : Epoch 1639 | loss: 0.0311519 | val_loss: 0.0311913 | Time: 6844.74 ms [2022-03-26 23:55:06 main:574] : INFO : Epoch 1640 | loss: 0.0311513 | val_loss: 0.0311901 | Time: 6571.01 ms [2022-03-26 23:55:13 main:574] : INFO : Epoch 1641 | loss: 0.0311514 | val_loss: 0.0311921 | Time: 7035.54 ms [2022-03-26 23:55:20 main:574] : INFO : Epoch 1642 | loss: 0.0311532 | val_loss: 0.0311904 | Time: 6555.64 ms [2022-03-26 23:55:27 main:574] : INFO : Epoch 1643 | loss: 0.031149 | val_loss: 0.03119 | Time: 6638.28 ms [2022-03-26 23:55:33 main:574] : INFO : Epoch 1644 | loss: 0.0311479 | val_loss: 0.0311942 | Time: 6809.17 ms [2022-03-26 23:55:41 main:574] : INFO : Epoch 1645 | loss: 0.0311468 | val_loss: 0.0311907 | Time: 7537.2 ms [2022-03-26 23:55:49 main:574] : INFO : Epoch 1646 | loss: 0.0311521 | val_loss: 0.0311934 | Time: 7595.85 ms [2022-03-26 23:55:56 main:574] : INFO : Epoch 1647 | loss: 0.0311542 | val_loss: 0.0311947 | Time: 7290.19 ms [2022-03-26 23:56:03 main:574] : INFO : Epoch 1648 | loss: 0.0311528 | val_loss: 0.0311981 | Time: 7597.52 ms [2022-03-26 23:56:10 main:574] : INFO : Epoch 1649 | loss: 0.0311473 | val_loss: 0.0311929 | Time: 6985.64 ms [2022-03-26 23:56:18 main:574] : INFO : Epoch 1650 | loss: 0.0311447 | val_loss: 0.031188 | Time: 7149.9 ms [2022-03-26 23:56:25 main:574] : INFO : Epoch 1651 | loss: 0.0311445 | val_loss: 0.0311932 | Time: 7542.07 ms [2022-03-26 23:56:32 main:574] : INFO : Epoch 1652 | loss: 0.0311482 | val_loss: 0.0311952 | Time: 6456.47 ms [2022-03-26 23:56:39 main:574] : INFO : Epoch 1653 | loss: 0.0311507 | val_loss: 0.0311933 | Time: 7076.33 ms [2022-03-26 23:56:46 main:574] : INFO : Epoch 1654 | loss: 0.0311481 | val_loss: 0.0311925 | Time: 7153.58 ms [2022-03-26 23:56:53 main:574] : INFO : Epoch 1655 | loss: 0.0311466 | val_loss: 0.031192 | Time: 6578.87 ms [2022-03-26 23:56:59 main:574] : INFO : Epoch 1656 | loss: 0.0311451 | val_loss: 0.0311972 | Time: 6877.25 ms [2022-03-26 23:57:07 main:574] : INFO : Epoch 1657 | loss: 0.0311486 | val_loss: 0.0312003 | Time: 7463.32 ms [2022-03-26 23:57:13 main:574] : INFO : Epoch 1658 | loss: 0.0311456 | val_loss: 0.0311953 | Time: 6389.21 ms [2022-03-26 23:57:20 main:574] : INFO : Epoch 1659 | loss: 0.031148 | val_loss: 0.0311921 | Time: 6696.37 ms [2022-03-26 23:57:27 main:574] : INFO : Epoch 1660 | loss: 0.0311459 | val_loss: 0.0311913 | Time: 6842.84 ms [2022-03-26 23:57:34 main:574] : INFO : Epoch 1661 | loss: 0.0311469 | val_loss: 0.031191 | Time: 6904.62 ms [2022-03-26 23:57:41 main:574] : INFO : Epoch 1662 | loss: 0.0311552 | val_loss: 0.0311944 | Time: 7059.99 ms [2022-03-26 23:57:48 main:574] : INFO : Epoch 1663 | loss: 0.0311505 | val_loss: 0.0311948 | Time: 6679.77 ms [2022-03-26 23:57:55 main:574] : INFO : Epoch 1664 | loss: 0.0311458 | val_loss: 0.0311908 | Time: 7319.18 ms [2022-03-26 23:58:02 main:574] : INFO : Epoch 1665 | loss: 0.0311461 | val_loss: 0.0311956 | Time: 7232.96 ms [2022-03-26 23:58:09 main:574] : INFO : Epoch 1666 | loss: 0.0311471 | val_loss: 0.0311971 | Time: 7089.46 ms [2022-03-26 23:58:16 main:574] : INFO : Epoch 1667 | loss: 0.0311465 | val_loss: 0.0311911 | Time: 7141.81 ms [2022-03-26 23:58:24 main:574] : INFO : Epoch 1668 | loss: 0.0311488 | val_loss: 0.0311876 | Time: 7637.23 ms [2022-03-26 23:58:31 main:574] : INFO : Epoch 1669 | loss: 0.0311444 | val_loss: 0.0311883 | Time: 7135.92 ms [2022-03-26 23:58:39 main:574] : INFO : Epoch 1670 | loss: 0.0311478 | val_loss: 0.0311933 | Time: 7744.48 ms [2022-03-26 23:58:46 main:574] : INFO : Epoch 1671 | loss: 0.0311473 | val_loss: 0.0311909 | Time: 7488.89 ms [2022-03-26 23:58:54 main:574] : INFO : Epoch 1672 | loss: 0.031144 | val_loss: 0.0311976 | Time: 7048.7 ms [2022-03-26 23:59:01 main:574] : INFO : Epoch 1673 | loss: 0.0311429 | val_loss: 0.0311963 | Time: 7165.9 ms [2022-03-26 23:59:08 main:574] : INFO : Epoch 1674 | loss: 0.0311473 | val_loss: 0.03119 | Time: 6813.6 ms [2022-03-26 23:59:14 main:574] : INFO : Epoch 1675 | loss: 0.0311425 | val_loss: 0.0311986 | Time: 6734.74 ms [2022-03-26 23:59:22 main:574] : INFO : Epoch 1676 | loss: 0.0311442 | val_loss: 0.0311934 | Time: 7430.2 ms [2022-03-26 23:59:29 main:574] : INFO : Epoch 1677 | loss: 0.0311467 | val_loss: 0.0311987 | Time: 7168.46 ms [2022-03-26 23:59:36 main:574] : INFO : Epoch 1678 | loss: 0.0311457 | val_loss: 0.0311902 | Time: 6815.11 ms [2022-03-26 23:59:43 main:574] : INFO : Epoch 1679 | loss: 0.0311498 | val_loss: 0.0311865 | Time: 7472.81 ms [2022-03-26 23:59:51 main:574] : INFO : Epoch 1680 | loss: 0.031149 | val_loss: 0.0311938 | Time: 7276.1 ms [2022-03-26 23:59:58 main:574] : INFO : Epoch 1681 | loss: 0.0311454 | val_loss: 0.0311884 | Time: 7024.55 ms [2022-03-27 00:00:05 main:574] : INFO : Epoch 1682 | loss: 0.0311472 | val_loss: 0.0311949 | Time: 7221.03 ms [2022-03-27 00:00:12 main:574] : INFO : Epoch 1683 | loss: 0.0311456 | val_loss: 0.031197 | Time: 7045.96 ms [2022-03-27 00:00:19 main:574] : INFO : Epoch 1684 | loss: 0.0311446 | val_loss: 0.0312037 | Time: 6729.04 ms [2022-03-27 00:00:26 main:574] : INFO : Epoch 1685 | loss: 0.0311452 | val_loss: 0.0311923 | Time: 7341.09 ms [2022-03-27 00:00:33 main:574] : INFO : Epoch 1686 | loss: 0.0311418 | val_loss: 0.0311918 | Time: 6953.66 ms [2022-03-27 00:00:40 main:574] : INFO : Epoch 1687 | loss: 0.0311405 | val_loss: 0.03119 | Time: 7146.17 ms [2022-03-27 00:00:47 main:574] : INFO : Epoch 1688 | loss: 0.0311403 | val_loss: 0.0311966 | Time: 7241.48 ms [2022-03-27 00:00:54 main:574] : INFO : Epoch 1689 | loss: 0.0311419 | val_loss: 0.0311915 | Time: 6824.2 ms [2022-03-27 00:01:01 main:574] : INFO : Epoch 1690 | loss: 0.0311474 | val_loss: 0.0311947 | Time: 7210.26 ms [2022-03-27 00:01:09 main:574] : INFO : Epoch 1691 | loss: 0.0311504 | val_loss: 0.0311899 | Time: 7324.59 ms [2022-03-27 00:01:15 main:574] : INFO : Epoch 1692 | loss: 0.0311459 | val_loss: 0.0311894 | Time: 6644.46 ms [2022-03-27 00:01:23 main:574] : INFO : Epoch 1693 | loss: 0.0311432 | val_loss: 0.0311904 | Time: 7308.78 ms [2022-03-27 00:01:30 main:574] : INFO : Epoch 1694 | loss: 0.0311461 | val_loss: 0.0311939 | Time: 6831.18 ms [2022-03-27 00:01:36 main:574] : INFO : Epoch 1695 | loss: 0.0311457 | val_loss: 0.0311958 | Time: 6713.8 ms [2022-03-27 00:01:44 main:574] : INFO : Epoch 1696 | loss: 0.0311466 | val_loss: 0.0311907 | Time: 7292.97 ms [2022-03-27 00:01:50 main:574] : INFO : Epoch 1697 | loss: 0.0311439 | val_loss: 0.0311979 | Time: 6779.46 ms [2022-03-27 00:01:58 main:574] : INFO : Epoch 1698 | loss: 0.0311472 | val_loss: 0.0311993 | Time: 7210.74 ms [2022-03-27 00:02:05 main:574] : INFO : Epoch 1699 | loss: 0.0311462 | val_loss: 0.0311895 | Time: 7237.55 ms [2022-03-27 00:02:12 main:574] : INFO : Epoch 1700 | loss: 0.0311489 | val_loss: 0.0311926 | Time: 6665.77 ms [2022-03-27 00:02:19 main:574] : INFO : Epoch 1701 | loss: 0.031153 | val_loss: 0.0311895 | Time: 7221.9 ms [2022-03-27 00:02:26 main:574] : INFO : Epoch 1702 | loss: 0.0311568 | val_loss: 0.0311878 | Time: 7426.24 ms [2022-03-27 00:02:33 main:574] : INFO : Epoch 1703 | loss: 0.0311509 | val_loss: 0.0311936 | Time: 6687.83 ms [2022-03-27 00:02:40 main:574] : INFO : Epoch 1704 | loss: 0.0311504 | val_loss: 0.0311931 | Time: 7349.15 ms [2022-03-27 00:02:48 main:574] : INFO : Epoch 1705 | loss: 0.0311472 | val_loss: 0.0311952 | Time: 7669.48 ms [2022-03-27 00:02:55 main:574] : INFO : Epoch 1706 | loss: 0.0311422 | val_loss: 0.0311961 | Time: 6800.61 ms [2022-03-27 00:03:02 main:574] : INFO : Epoch 1707 | loss: 0.0311415 | val_loss: 0.0311939 | Time: 7346.95 ms [2022-03-27 00:03:09 main:574] : INFO : Epoch 1708 | loss: 0.0311422 | val_loss: 0.0311916 | Time: 6820.42 ms [2022-03-27 00:03:16 main:574] : INFO : Epoch 1709 | loss: 0.031144 | val_loss: 0.0311893 | Time: 7206.69 ms [2022-03-27 00:03:24 main:574] : INFO : Epoch 1710 | loss: 0.031144 | val_loss: 0.0311904 | Time: 7326.42 ms [2022-03-27 00:03:31 main:574] : INFO : Epoch 1711 | loss: 0.0311471 | val_loss: 0.03119 | Time: 7240.97 ms [2022-03-27 00:03:38 main:574] : INFO : Epoch 1712 | loss: 0.0311473 | val_loss: 0.031188 | Time: 6968.58 ms [2022-03-27 00:03:45 main:574] : INFO : Epoch 1713 | loss: 0.0311466 | val_loss: 0.0311959 | Time: 6992.78 ms [2022-03-27 00:03:52 main:574] : INFO : Epoch 1714 | loss: 0.0311441 | val_loss: 0.0311951 | Time: 6902.17 ms [2022-03-27 00:03:59 main:574] : INFO : Epoch 1715 | loss: 0.0311456 | val_loss: 0.0311907 | Time: 6809.99 ms [2022-03-27 00:04:06 main:574] : INFO : Epoch 1716 | loss: 0.0311464 | val_loss: 0.0311909 | Time: 7184.51 ms [2022-03-27 00:04:13 main:574] : INFO : Epoch 1717 | loss: 0.0311462 | val_loss: 0.0311959 | Time: 6778.14 ms [2022-03-27 00:04:19 main:574] : INFO : Epoch 1718 | loss: 0.031145 | val_loss: 0.0311933 | Time: 6781.88 ms [2022-03-27 00:04:27 main:574] : INFO : Epoch 1719 | loss: 0.031148 | val_loss: 0.0311955 | Time: 7378.79 ms [2022-03-27 00:04:33 main:574] : INFO : Epoch 1720 | loss: 0.0311458 | val_loss: 0.0311943 | Time: 6674.61 ms [2022-03-27 00:04:40 main:574] : INFO : Epoch 1721 | loss: 0.0311443 | val_loss: 0.0311926 | Time: 6919.32 ms [2022-03-27 00:04:47 main:574] : INFO : Epoch 1722 | loss: 0.0311428 | val_loss: 0.0311921 | Time: 6836.2 ms [2022-03-27 00:04:54 main:574] : INFO : Epoch 1723 | loss: 0.031147 | val_loss: 0.0311919 | Time: 6821.77 ms [2022-03-27 00:05:01 main:574] : INFO : Epoch 1724 | loss: 0.031149 | val_loss: 0.0311866 | Time: 7022.73 ms [2022-03-27 00:05:08 main:574] : INFO : Epoch 1725 | loss: 0.0311467 | val_loss: 0.0311931 | Time: 6927.18 ms [2022-03-27 00:05:15 main:574] : INFO : Epoch 1726 | loss: 0.0311455 | val_loss: 0.0311947 | Time: 6782.56 ms [2022-03-27 00:05:22 main:574] : INFO : Epoch 1727 | loss: 0.0311455 | val_loss: 0.0311894 | Time: 7429.5 ms [2022-03-27 00:05:29 main:574] : INFO : Epoch 1728 | loss: 0.0311475 | val_loss: 0.0311895 | Time: 6929.68 ms [2022-03-27 00:05:37 main:574] : INFO : Epoch 1729 | loss: 0.0311498 | val_loss: 0.0311909 | Time: 7263.01 ms [2022-03-27 00:05:44 main:574] : INFO : Epoch 1730 | loss: 0.0311449 | val_loss: 0.0311913 | Time: 7565.05 ms [2022-03-27 00:05:52 main:574] : INFO : Epoch 1731 | loss: 0.0311433 | val_loss: 0.0312007 | Time: 7558.08 ms [2022-03-27 00:05:59 main:574] : INFO : Epoch 1732 | loss: 0.0311441 | val_loss: 0.031195 | Time: 6793.85 ms [2022-03-27 00:06:06 main:574] : INFO : Epoch 1733 | loss: 0.0311436 | val_loss: 0.0311995 | Time: 6997.33 ms [2022-03-27 00:06:18 main:574] : INFO : Epoch 1734 | loss: 0.0311454 | val_loss: 0.0311914 | Time: 12014.3 ms [2022-03-27 00:06:36 main:574] : INFO : Epoch 1735 | loss: 0.0311418 | val_loss: 0.0311964 | Time: 17385 ms [2022-03-27 00:06:50 main:574] : INFO : Epoch 1736 | loss: 0.0311386 | val_loss: 0.0311946 | Time: 13695 ms [2022-03-27 00:07:02 main:574] : INFO : Epoch 1737 | loss: 0.0311446 | val_loss: 0.0311977 | Time: 12067 ms [2022-03-27 00:07:12 main:574] : INFO : Epoch 1738 | loss: 0.0311426 | val_loss: 0.0311903 | Time: 10106.9 ms [2022-03-27 00:07:22 main:574] : INFO : Epoch 1739 | loss: 0.0311417 | val_loss: 0.0311889 | Time: 9556.54 ms [2022-03-27 00:07:31 main:574] : INFO : Epoch 1740 | loss: 0.0311428 | val_loss: 0.0311933 | Time: 8659.68 ms [2022-03-27 00:07:40 main:574] : INFO : Epoch 1741 | loss: 0.0311411 | val_loss: 0.0311894 | Time: 8908.26 ms [2022-03-27 00:07:49 main:574] : INFO : Epoch 1742 | loss: 0.0311445 | val_loss: 0.0311986 | Time: 9174.3 ms [2022-03-27 00:07:58 main:574] : INFO : Epoch 1743 | loss: 0.0311402 | val_loss: 0.0312004 | Time: 9272.77 ms [2022-03-27 00:08:06 main:574] : INFO : Epoch 1744 | loss: 0.0311411 | val_loss: 0.0311956 | Time: 7946.93 ms [2022-03-27 00:08:16 main:574] : INFO : Epoch 1745 | loss: 0.0311419 | val_loss: 0.0311921 | Time: 9716.92 ms [2022-03-27 00:08:26 main:574] : INFO : Epoch 1746 | loss: 0.0311436 | val_loss: 0.0311915 | Time: 10400.4 ms [2022-03-27 00:08:34 main:574] : INFO : Epoch 1747 | loss: 0.0311485 | val_loss: 0.0311942 | Time: 8157.94 ms [2022-03-27 00:08:43 main:574] : INFO : Epoch 1748 | loss: 0.0311537 | val_loss: 0.031192 | Time: 8741.05 ms [2022-03-27 00:08:51 main:574] : INFO : Epoch 1749 | loss: 0.0311472 | val_loss: 0.0311976 | Time: 8141.01 ms [2022-03-27 00:09:00 main:574] : INFO : Epoch 1750 | loss: 0.0311469 | val_loss: 0.0311906 | Time: 8466.33 ms [2022-03-27 00:09:08 main:574] : INFO : Epoch 1751 | loss: 0.0311419 | val_loss: 0.0311928 | Time: 8176.3 ms [2022-03-27 00:09:17 main:574] : INFO : Epoch 1752 | loss: 0.0311415 | val_loss: 0.0311952 | Time: 9083.09 ms [2022-03-27 00:09:26 main:574] : INFO : Epoch 1753 | loss: 0.0311379 | val_loss: 0.0311942 | Time: 8983.21 ms [2022-03-27 00:09:36 main:574] : INFO : Epoch 1754 | loss: 0.0311404 | val_loss: 0.031192 | Time: 9598.41 ms [2022-03-27 00:09:45 main:574] : INFO : Epoch 1755 | loss: 0.0311419 | val_loss: 0.0311942 | Time: 9468.78 ms [2022-03-27 00:09:55 main:574] : INFO : Epoch 1756 | loss: 0.0311413 | val_loss: 0.0311961 | Time: 9459.48 ms [2022-03-27 00:10:03 main:574] : INFO : Epoch 1757 | loss: 0.0311445 | val_loss: 0.031191 | Time: 8588.56 ms [2022-03-27 00:10:13 main:574] : INFO : Epoch 1758 | loss: 0.0311475 | val_loss: 0.0311916 | Time: 9632.47 ms [2022-03-27 00:10:22 main:574] : INFO : Epoch 1759 | loss: 0.0311441 | val_loss: 0.0311947 | Time: 9562.81 ms [2022-03-27 00:10:31 main:574] : INFO : Epoch 1760 | loss: 0.0311411 | val_loss: 0.0311938 | Time: 8229.95 ms [2022-03-27 00:10:40 main:574] : INFO : Epoch 1761 | loss: 0.0311395 | val_loss: 0.0311989 | Time: 9409.38 ms [2022-03-27 00:10:50 main:574] : INFO : Epoch 1762 | loss: 0.03114 | val_loss: 0.0311952 | Time: 10205.6 ms [2022-03-27 00:11:00 main:574] : INFO : Epoch 1763 | loss: 0.0311418 | val_loss: 0.0311975 | Time: 9688.02 ms [2022-03-27 00:11:08 main:574] : INFO : Epoch 1764 | loss: 0.0311395 | val_loss: 0.0311967 | Time: 8022.32 ms [2022-03-27 00:11:18 main:574] : INFO : Epoch 1765 | loss: 0.0311394 | val_loss: 0.0311964 | Time: 10420.9 ms [2022-03-27 00:11:27 main:574] : INFO : Epoch 1766 | loss: 0.0311405 | val_loss: 0.0311947 | Time: 8830.7 ms [2022-03-27 00:11:36 main:574] : INFO : Epoch 1767 | loss: 0.0311414 | val_loss: 0.0311963 | Time: 8589.94 ms [2022-03-27 00:11:45 main:574] : INFO : Epoch 1768 | loss: 0.0311416 | val_loss: 0.0312027 | Time: 9275.5 ms [2022-03-27 00:11:55 main:574] : INFO : Epoch 1769 | loss: 0.0311409 | val_loss: 0.0311937 | Time: 9362.75 ms [2022-03-27 00:12:03 main:574] : INFO : Epoch 1770 | loss: 0.0311445 | val_loss: 0.0311943 | Time: 8509.39 ms [2022-03-27 00:12:12 main:574] : INFO : Epoch 1771 | loss: 0.0311422 | val_loss: 0.0311957 | Time: 9002.99 ms [2022-03-27 00:12:20 main:574] : INFO : Epoch 1772 | loss: 0.0311406 | val_loss: 0.0311926 | Time: 8324.16 ms [2022-03-27 00:12:31 main:574] : INFO : Epoch 1773 | loss: 0.0311621 | val_loss: 0.0312168 | Time: 10190.6 ms [2022-03-27 00:12:41 main:574] : INFO : Epoch 1774 | loss: 0.0311668 | val_loss: 0.0312058 | Time: 10164 ms [2022-03-27 00:12:51 main:574] : INFO : Epoch 1775 | loss: 0.031147 | val_loss: 0.0311944 | Time: 10275.2 ms [2022-03-27 00:12:59 main:574] : INFO : Epoch 1776 | loss: 0.0311434 | val_loss: 0.0311977 | Time: 8275.99 ms [2022-03-27 00:13:09 main:574] : INFO : Epoch 1777 | loss: 0.0311404 | val_loss: 0.0312004 | Time: 9125.46 ms [2022-03-27 00:13:17 main:574] : INFO : Epoch 1778 | loss: 0.0311434 | val_loss: 0.0311964 | Time: 8443.9 ms [2022-03-27 00:13:25 main:574] : INFO : Epoch 1779 | loss: 0.0311489 | val_loss: 0.0312019 | Time: 7897.23 ms [2022-03-27 00:13:34 main:574] : INFO : Epoch 1780 | loss: 0.0311443 | val_loss: 0.0311916 | Time: 8763.84 ms [2022-03-27 00:13:43 main:574] : INFO : Epoch 1781 | loss: 0.0311422 | val_loss: 0.0311986 | Time: 8981.67 ms [2022-03-27 00:13:52 main:574] : INFO : Epoch 1782 | loss: 0.0311434 | val_loss: 0.0311988 | Time: 8895.92 ms [2022-03-27 00:14:02 main:574] : INFO : Epoch 1783 | loss: 0.0311431 | val_loss: 0.0312018 | Time: 9929.46 ms [2022-03-27 00:14:11 main:574] : INFO : Epoch 1784 | loss: 0.0311464 | val_loss: 0.0311924 | Time: 9173.86 ms [2022-03-27 00:14:19 main:574] : INFO : Epoch 1785 | loss: 0.031144 | val_loss: 0.0311967 | Time: 7954.12 ms [2022-03-27 00:14:27 main:574] : INFO : Epoch 1786 | loss: 0.0311416 | val_loss: 0.0311969 | Time: 8613.31 ms [2022-03-27 00:14:36 main:574] : INFO : Epoch 1787 | loss: 0.0311412 | val_loss: 0.0311969 | Time: 8206.77 ms [2022-03-27 00:14:44 main:574] : INFO : Epoch 1788 | loss: 0.0311384 | val_loss: 0.0311941 | Time: 8244.04 ms [2022-03-27 00:14:49 main:574] : INFO : Epoch 1789 | loss: 0.0311502 | val_loss: 0.0311925 | Time: 5592.74 ms [2022-03-27 00:14:54 main:574] : INFO : Epoch 1790 | loss: 0.0311584 | val_loss: 0.0311857 | Time: 4957.85 ms [2022-03-27 00:15:00 main:574] : INFO : Epoch 1791 | loss: 0.0311531 | val_loss: 0.0311919 | Time: 5540.12 ms [2022-03-27 00:15:05 main:574] : INFO : Epoch 1792 | loss: 0.0311505 | val_loss: 0.0311918 | Time: 5208.38 ms [2022-03-27 00:15:11 main:574] : INFO : Epoch 1793 | loss: 0.0311456 | val_loss: 0.0311917 | Time: 5490.89 ms [2022-03-27 00:15:16 main:574] : INFO : Epoch 1794 | loss: 0.0311433 | val_loss: 0.0311978 | Time: 5182.08 ms [2022-03-27 00:15:21 main:574] : INFO : Epoch 1795 | loss: 0.0311473 | val_loss: 0.0311917 | Time: 5420.05 ms [2022-03-27 00:15:26 main:574] : INFO : Epoch 1796 | loss: 0.0311423 | val_loss: 0.0311987 | Time: 5181.42 ms [2022-03-27 00:15:32 main:574] : INFO : Epoch 1797 | loss: 0.0311393 | val_loss: 0.0311905 | Time: 5462.78 ms [2022-03-27 00:15:37 main:574] : INFO : Epoch 1798 | loss: 0.0311429 | val_loss: 0.0311961 | Time: 5283.51 ms [2022-03-27 00:15:42 main:574] : INFO : Epoch 1799 | loss: 0.0311467 | val_loss: 0.0311925 | Time: 5228.44 ms [2022-03-27 00:15:48 main:574] : INFO : Epoch 1800 | loss: 0.0311435 | val_loss: 0.0311949 | Time: 5158.81 ms [2022-03-27 00:15:53 main:574] : INFO : Epoch 1801 | loss: 0.0311403 | val_loss: 0.0311912 | Time: 5011.95 ms [2022-03-27 00:15:58 main:574] : INFO : Epoch 1802 | loss: 0.031142 | val_loss: 0.0311923 | Time: 5113.42 ms [2022-03-27 00:16:03 main:574] : INFO : Epoch 1803 | loss: 0.0311386 | val_loss: 0.0311963 | Time: 5260.06 ms [2022-03-27 00:16:07 main:574] : INFO : Epoch 1804 | loss: 0.0311381 | val_loss: 0.031195 | Time: 4017.25 ms [2022-03-27 00:16:12 main:574] : INFO : Epoch 1805 | loss: 0.0311362 | val_loss: 0.0311981 | Time: 4625.75 ms [2022-03-27 00:16:16 main:574] : INFO : Epoch 1806 | loss: 0.0311395 | val_loss: 0.0311912 | Time: 4402.59 ms [2022-03-27 00:16:21 main:574] : INFO : Epoch 1807 | loss: 0.0311438 | val_loss: 0.0312009 | Time: 4669.71 ms [2022-03-27 00:16:25 main:574] : INFO : Epoch 1808 | loss: 0.0311468 | val_loss: 0.0311885 | Time: 4548.57 ms [2022-03-27 00:16:30 main:574] : INFO : Epoch 1809 | loss: 0.0311395 | val_loss: 0.0312044 | Time: 4876.28 ms [2022-03-27 00:16:35 main:574] : INFO : Epoch 1810 | loss: 0.0311389 | val_loss: 0.0311965 | Time: 4322.3 ms [2022-03-27 00:16:39 main:574] : INFO : Epoch 1811 | loss: 0.031142 | val_loss: 0.0311953 | Time: 4410.6 ms [2022-03-27 00:16:44 main:574] : INFO : Epoch 1812 | loss: 0.0311405 | val_loss: 0.0311898 | Time: 4986.14 ms [2022-03-27 00:16:48 main:574] : INFO : Epoch 1813 | loss: 0.0311435 | val_loss: 0.0311997 | Time: 4420.45 ms [2022-03-27 00:16:53 main:574] : INFO : Epoch 1814 | loss: 0.0311387 | val_loss: 0.0311993 | Time: 4499.21 ms [2022-03-27 00:16:57 main:574] : INFO : Epoch 1815 | loss: 0.0311371 | val_loss: 0.0311991 | Time: 4390.15 ms [2022-03-27 00:17:02 main:574] : INFO : Epoch 1816 | loss: 0.0311375 | val_loss: 0.0311976 | Time: 4871.57 ms [2022-03-27 00:17:08 main:574] : INFO : Epoch 1817 | loss: 0.0311409 | val_loss: 0.0311986 | Time: 5284.24 ms [2022-03-27 00:17:12 main:574] : INFO : Epoch 1818 | loss: 0.0311397 | val_loss: 0.0312026 | Time: 4543.52 ms [2022-03-27 00:17:17 main:574] : INFO : Epoch 1819 | loss: 0.0311396 | val_loss: 0.0311984 | Time: 4721.26 ms [2022-03-27 00:17:21 main:574] : INFO : Epoch 1820 | loss: 0.0311392 | val_loss: 0.0311978 | Time: 4474.52 ms [2022-03-27 00:17:25 main:574] : INFO : Epoch 1821 | loss: 0.0311439 | val_loss: 0.0311925 | Time: 3927.77 ms [2022-03-27 00:17:30 main:574] : INFO : Epoch 1822 | loss: 0.0311409 | val_loss: 0.0311884 | Time: 4505.66 ms [2022-03-27 00:17:34 main:574] : INFO : Epoch 1823 | loss: 0.0311388 | val_loss: 0.0311898 | Time: 4571.64 ms [2022-03-27 00:17:39 main:574] : INFO : Epoch 1824 | loss: 0.0311428 | val_loss: 0.0311993 | Time: 4481.8 ms [2022-03-27 00:17:43 main:574] : INFO : Epoch 1825 | loss: 0.0311397 | val_loss: 0.0312001 | Time: 4308.28 ms [2022-03-27 00:17:48 main:574] : INFO : Epoch 1826 | loss: 0.0311434 | val_loss: 0.0311936 | Time: 4402.22 ms [2022-03-27 00:17:52 main:574] : INFO : Epoch 1827 | loss: 0.0311449 | val_loss: 0.0311952 | Time: 4455.86 ms [2022-03-27 00:17:56 main:574] : INFO : Epoch 1828 | loss: 0.031139 | val_loss: 0.0311925 | Time: 4435.7 ms [2022-03-27 00:18:01 main:574] : INFO : Epoch 1829 | loss: 0.031136 | val_loss: 0.0312067 | Time: 4479.16 ms [2022-03-27 00:18:05 main:574] : INFO : Epoch 1830 | loss: 0.0311404 | val_loss: 0.0311963 | Time: 4375.17 ms [2022-03-27 00:18:09 main:574] : INFO : Epoch 1831 | loss: 0.0311389 | val_loss: 0.0311932 | Time: 4034.4 ms [2022-03-27 00:18:14 main:574] : INFO : Epoch 1832 | loss: 0.0311344 | val_loss: 0.0311978 | Time: 4415.18 ms [2022-03-27 00:18:18 main:574] : INFO : Epoch 1833 | loss: 0.0311388 | val_loss: 0.0311969 | Time: 4471.54 ms [2022-03-27 00:18:23 main:574] : INFO : Epoch 1834 | loss: 0.0311358 | val_loss: 0.0311982 | Time: 4295.6 ms [2022-03-27 00:18:28 main:574] : INFO : Epoch 1835 | loss: 0.0311354 | val_loss: 0.0311954 | Time: 4948.39 ms [2022-03-27 00:18:32 main:574] : INFO : Epoch 1836 | loss: 0.0311381 | val_loss: 0.0311986 | Time: 4452.08 ms [2022-03-27 00:18:37 main:574] : INFO : Epoch 1837 | loss: 0.0311438 | val_loss: 0.0311938 | Time: 4489.96 ms [2022-03-27 00:18:42 main:574] : INFO : Epoch 1838 | loss: 0.0311424 | val_loss: 0.0312023 | Time: 5126.3 ms [2022-03-27 00:18:46 main:574] : INFO : Epoch 1839 | loss: 0.0311381 | val_loss: 0.0311996 | Time: 4515.38 ms [2022-03-27 00:18:51 main:574] : INFO : Epoch 1840 | loss: 0.0311407 | val_loss: 0.0311957 | Time: 5103.56 ms [2022-03-27 00:18:56 main:574] : INFO : Epoch 1841 | loss: 0.0311378 | val_loss: 0.0311934 | Time: 4884.19 ms [2022-03-27 00:19:01 main:574] : INFO : Epoch 1842 | loss: 0.0311417 | val_loss: 0.0311943 | Time: 4845.58 ms [2022-03-27 00:19:06 main:574] : INFO : Epoch 1843 | loss: 0.0311395 | val_loss: 0.0311918 | Time: 4616.12 ms [2022-03-27 00:19:11 main:574] : INFO : Epoch 1844 | loss: 0.0311379 | val_loss: 0.0311919 | Time: 5134.37 ms [2022-03-27 00:19:15 main:574] : INFO : Epoch 1845 | loss: 0.0311406 | val_loss: 0.031199 | Time: 4570.72 ms [2022-03-27 00:19:20 main:574] : INFO : Epoch 1846 | loss: 0.0311416 | val_loss: 0.0311941 | Time: 4107.11 ms [2022-03-27 00:19:24 main:574] : INFO : Epoch 1847 | loss: 0.0311427 | val_loss: 0.0311912 | Time: 4496.63 ms [2022-03-27 00:19:29 main:574] : INFO : Epoch 1848 | loss: 0.0311438 | val_loss: 0.0311959 | Time: 4430.79 ms [2022-03-27 00:19:33 main:574] : INFO : Epoch 1849 | loss: 0.0311389 | val_loss: 0.0311999 | Time: 4424.5 ms [2022-03-27 00:19:38 main:574] : INFO : Epoch 1850 | loss: 0.0311363 | val_loss: 0.031196 | Time: 4574.55 ms [2022-03-27 00:19:43 main:574] : INFO : Epoch 1851 | loss: 0.0311389 | val_loss: 0.03119 | Time: 5104.81 ms [2022-03-27 00:19:48 main:574] : INFO : Epoch 1852 | loss: 0.0311392 | val_loss: 0.0311902 | Time: 4890.89 ms [2022-03-27 00:19:52 main:574] : INFO : Epoch 1853 | loss: 0.0311407 | val_loss: 0.0311952 | Time: 4488.63 ms [2022-03-27 00:19:57 main:574] : INFO : Epoch 1854 | loss: 0.0311399 | val_loss: 0.0311969 | Time: 4514.91 ms [2022-03-27 00:20:01 main:574] : INFO : Epoch 1855 | loss: 0.0311369 | val_loss: 0.0311955 | Time: 4339.65 ms [2022-03-27 00:20:05 main:574] : INFO : Epoch 1856 | loss: 0.0311317 | val_loss: 0.0311997 | Time: 4409.42 ms [2022-03-27 00:20:10 main:574] : INFO : Epoch 1857 | loss: 0.0311306 | val_loss: 0.0311996 | Time: 4614.63 ms [2022-03-27 00:20:15 main:574] : INFO : Epoch 1858 | loss: 0.0311333 | val_loss: 0.031201 | Time: 5018.46 ms [2022-03-27 00:20:19 main:574] : INFO : Epoch 1859 | loss: 0.0311338 | val_loss: 0.0311946 | Time: 4456.22 ms [2022-03-27 00:20:24 main:574] : INFO : Epoch 1860 | loss: 0.0311336 | val_loss: 0.031203 | Time: 4512.65 ms [2022-03-27 00:20:29 main:574] : INFO : Epoch 1861 | loss: 0.031137 | val_loss: 0.0311948 | Time: 4611.5 ms [2022-03-27 00:20:34 main:574] : INFO : Epoch 1862 | loss: 0.0311366 | val_loss: 0.0312025 | Time: 5180.63 ms [2022-03-27 00:20:39 main:574] : INFO : Epoch 1863 | loss: 0.0311416 | val_loss: 0.0311901 | Time: 5029.56 ms [2022-03-27 00:20:43 main:574] : INFO : Epoch 1864 | loss: 0.0311544 | val_loss: 0.0311988 | Time: 4415.76 ms [2022-03-27 00:20:48 main:574] : INFO : Epoch 1865 | loss: 0.0311581 | val_loss: 0.031189 | Time: 4560.77 ms [2022-03-27 00:20:52 main:574] : INFO : Epoch 1866 | loss: 0.0311533 | val_loss: 0.031192 | Time: 4331.75 ms [2022-03-27 00:20:57 main:574] : INFO : Epoch 1867 | loss: 0.0311485 | val_loss: 0.0311987 | Time: 4314.2 ms [2022-03-27 00:21:01 main:574] : INFO : Epoch 1868 | loss: 0.0311451 | val_loss: 0.0311919 | Time: 4367.64 ms [2022-03-27 00:21:05 main:574] : INFO : Epoch 1869 | loss: 0.0311448 | val_loss: 0.031191 | Time: 4323.55 ms [2022-03-27 00:21:10 main:574] : INFO : Epoch 1870 | loss: 0.0311458 | val_loss: 0.0311937 | Time: 4397.1 ms [2022-03-27 00:21:14 main:574] : INFO : Epoch 1871 | loss: 0.0311492 | val_loss: 0.0311927 | Time: 4260.37 ms [2022-03-27 00:21:18 main:574] : INFO : Epoch 1872 | loss: 0.0311507 | val_loss: 0.0311972 | Time: 4036.05 ms [2022-03-27 00:21:22 main:574] : INFO : Epoch 1873 | loss: 0.0311477 | val_loss: 0.0311926 | Time: 4019.63 ms [2022-03-27 00:21:27 main:574] : INFO : Epoch 1874 | loss: 0.0311472 | val_loss: 0.0311911 | Time: 4814.81 ms [2022-03-27 00:21:32 main:574] : INFO : Epoch 1875 | loss: 0.031143 | val_loss: 0.0311888 | Time: 4824.96 ms [2022-03-27 00:21:36 main:574] : INFO : Epoch 1876 | loss: 0.0311392 | val_loss: 0.0311921 | Time: 4380.56 ms [2022-03-27 00:21:41 main:574] : INFO : Epoch 1877 | loss: 0.0311361 | val_loss: 0.031207 | Time: 5185.09 ms [2022-03-27 00:21:46 main:574] : INFO : Epoch 1878 | loss: 0.0311361 | val_loss: 0.031194 | Time: 4703.91 ms [2022-03-27 00:21:50 main:574] : INFO : Epoch 1879 | loss: 0.0311385 | val_loss: 0.0311945 | Time: 4355.75 ms [2022-03-27 00:21:55 main:574] : INFO : Epoch 1880 | loss: 0.0311418 | val_loss: 0.0311979 | Time: 4402 ms [2022-03-27 00:21:59 main:574] : INFO : Epoch 1881 | loss: 0.0311468 | val_loss: 0.0312046 | Time: 4691.57 ms [2022-03-27 00:22:04 main:574] : INFO : Epoch 1882 | loss: 0.0311499 | val_loss: 0.0311939 | Time: 4148.21 ms [2022-03-27 00:22:08 main:574] : INFO : Epoch 1883 | loss: 0.0311472 | val_loss: 0.0311936 | Time: 4361.44 ms [2022-03-27 00:22:13 main:574] : INFO : Epoch 1884 | loss: 0.0311402 | val_loss: 0.0311949 | Time: 4607.35 ms [2022-03-27 00:22:17 main:574] : INFO : Epoch 1885 | loss: 0.0311366 | val_loss: 0.0312007 | Time: 4321.83 ms [2022-03-27 00:22:21 main:574] : INFO : Epoch 1886 | loss: 0.0311367 | val_loss: 0.0311972 | Time: 4395.16 ms [2022-03-27 00:22:26 main:574] : INFO : Epoch 1887 | loss: 0.0311358 | val_loss: 0.0312001 | Time: 4226.27 ms [2022-03-27 00:22:30 main:574] : INFO : Epoch 1888 | loss: 0.0311335 | val_loss: 0.031201 | Time: 4399.36 ms [2022-03-27 00:22:35 main:574] : INFO : Epoch 1889 | loss: 0.0311338 | val_loss: 0.0311904 | Time: 4863.09 ms [2022-03-27 00:22:40 main:574] : INFO : Epoch 1890 | loss: 0.0311336 | val_loss: 0.0312005 | Time: 4679.91 ms [2022-03-27 00:22:43 main:574] : INFO : Epoch 1891 | loss: 0.0311352 | val_loss: 0.0312001 | Time: 3764.3 ms [2022-03-27 00:22:48 main:574] : INFO : Epoch 1892 | loss: 0.0311352 | val_loss: 0.0311985 | Time: 4448.6 ms [2022-03-27 00:22:52 main:574] : INFO : Epoch 1893 | loss: 0.0311357 | val_loss: 0.0312048 | Time: 4434.07 ms [2022-03-27 00:22:57 main:574] : INFO : Epoch 1894 | loss: 0.031135 | val_loss: 0.0311949 | Time: 4389.76 ms [2022-03-27 00:23:01 main:574] : INFO : Epoch 1895 | loss: 0.0311355 | val_loss: 0.0311963 | Time: 4392.54 ms [2022-03-27 00:23:06 main:574] : INFO : Epoch 1896 | loss: 0.0311387 | val_loss: 0.0311954 | Time: 4460.81 ms [2022-03-27 00:23:10 main:574] : INFO : Epoch 1897 | loss: 0.0311544 | val_loss: 0.0311908 | Time: 4841.87 ms [2022-03-27 00:23:15 main:574] : INFO : Epoch 1898 | loss: 0.0311492 | val_loss: 0.0311863 | Time: 4457.26 ms [2022-03-27 00:23:19 main:574] : INFO : Epoch 1899 | loss: 0.0311426 | val_loss: 0.0311927 | Time: 4480.74 ms [2022-03-27 00:23:24 main:574] : INFO : Epoch 1900 | loss: 0.0311413 | val_loss: 0.0311946 | Time: 4486.09 ms [2022-03-27 00:23:28 main:574] : INFO : Epoch 1901 | loss: 0.0311395 | val_loss: 0.0311952 | Time: 4457.16 ms [2022-03-27 00:23:33 main:574] : INFO : Epoch 1902 | loss: 0.0311387 | val_loss: 0.0311992 | Time: 5151.01 ms [2022-03-27 00:23:39 main:574] : INFO : Epoch 1903 | loss: 0.0311352 | val_loss: 0.0311969 | Time: 5111.4 ms [2022-03-27 00:23:43 main:574] : INFO : Epoch 1904 | loss: 0.0311366 | val_loss: 0.0311952 | Time: 4348.47 ms [2022-03-27 00:23:48 main:574] : INFO : Epoch 1905 | loss: 0.0311335 | val_loss: 0.031207 | Time: 4651.86 ms [2022-03-27 00:23:52 main:574] : INFO : Epoch 1906 | loss: 0.0311345 | val_loss: 0.0312065 | Time: 4616.46 ms [2022-03-27 00:23:57 main:574] : INFO : Epoch 1907 | loss: 0.0311362 | val_loss: 0.0311921 | Time: 4358.45 ms [2022-03-27 00:24:01 main:574] : INFO : Epoch 1908 | loss: 0.031134 | val_loss: 0.0312013 | Time: 3983.76 ms [2022-03-27 00:24:05 main:574] : INFO : Epoch 1909 | loss: 0.0311377 | val_loss: 0.0312005 | Time: 4326.69 ms [2022-03-27 00:24:09 main:574] : INFO : Epoch 1910 | loss: 0.0311366 | val_loss: 0.0312036 | Time: 4401.97 ms [2022-03-27 00:24:14 main:574] : INFO : Epoch 1911 | loss: 0.0311361 | val_loss: 0.0311977 | Time: 4349.1 ms [2022-03-27 00:24:18 main:574] : INFO : Epoch 1912 | loss: 0.0311347 | val_loss: 0.0311948 | Time: 4066.47 ms [2022-03-27 00:24:23 main:574] : INFO : Epoch 1913 | loss: 0.0311366 | val_loss: 0.0312 | Time: 4862.66 ms [2022-03-27 00:24:27 main:574] : INFO : Epoch 1914 | loss: 0.0311351 | val_loss: 0.0311947 | Time: 4352.11 ms [2022-03-27 00:24:32 main:574] : INFO : Epoch 1915 | loss: 0.0311338 | val_loss: 0.0311953 | Time: 4497.84 ms [2022-03-27 00:24:36 main:574] : INFO : Epoch 1916 | loss: 0.0311375 | val_loss: 0.0311945 | Time: 4489.45 ms [2022-03-27 00:24:41 main:574] : INFO : Epoch 1917 | loss: 0.0311471 | val_loss: 0.0311982 | Time: 4552.82 ms [2022-03-27 00:24:45 main:574] : INFO : Epoch 1918 | loss: 0.0311464 | val_loss: 0.0311951 | Time: 4366.44 ms [2022-03-27 00:24:50 main:574] : INFO : Epoch 1919 | loss: 0.0311435 | val_loss: 0.0311886 | Time: 4579.36 ms [2022-03-27 00:24:54 main:574] : INFO : Epoch 1920 | loss: 0.0311405 | val_loss: 0.031202 | Time: 4652.11 ms [2022-03-27 00:24:59 main:574] : INFO : Epoch 1921 | loss: 0.0311429 | val_loss: 0.0311945 | Time: 4560.49 ms [2022-03-27 00:25:04 main:574] : INFO : Epoch 1922 | loss: 0.0311423 | val_loss: 0.0311928 | Time: 4879.04 ms [2022-03-27 00:25:09 main:574] : INFO : Epoch 1923 | loss: 0.0311405 | val_loss: 0.0311987 | Time: 5115.34 ms [2022-03-27 00:25:14 main:574] : INFO : Epoch 1924 | loss: 0.0311419 | val_loss: 0.0312055 | Time: 4766.61 ms [2022-03-27 00:25:18 main:574] : INFO : Epoch 1925 | loss: 0.0311402 | val_loss: 0.0312002 | Time: 4217.43 ms [2022-03-27 00:25:22 main:574] : INFO : Epoch 1926 | loss: 0.0311402 | val_loss: 0.0312024 | Time: 4505.2 ms [2022-03-27 00:25:27 main:574] : INFO : Epoch 1927 | loss: 0.031141 | val_loss: 0.0311998 | Time: 4685.85 ms [2022-03-27 00:25:31 main:574] : INFO : Epoch 1928 | loss: 0.0311454 | val_loss: 0.0311896 | Time: 4435.42 ms [2022-03-27 00:25:36 main:574] : INFO : Epoch 1929 | loss: 0.0311403 | val_loss: 0.0311967 | Time: 4444.18 ms [2022-03-27 00:25:40 main:574] : INFO : Epoch 1930 | loss: 0.0311367 | val_loss: 0.0311952 | Time: 4397.31 ms [2022-03-27 00:25:46 main:574] : INFO : Epoch 1931 | loss: 0.031139 | val_loss: 0.0311918 | Time: 5206.5 ms [2022-03-27 00:25:50 main:574] : INFO : Epoch 1932 | loss: 0.0311369 | val_loss: 0.0311952 | Time: 4111.97 ms [2022-03-27 00:25:54 main:574] : INFO : Epoch 1933 | loss: 0.031136 | val_loss: 0.0311971 | Time: 4313.65 ms [2022-03-27 00:25:59 main:574] : INFO : Epoch 1934 | loss: 0.0311396 | val_loss: 0.0311959 | Time: 5091.68 ms [2022-03-27 00:26:04 main:574] : INFO : Epoch 1935 | loss: 0.0311412 | val_loss: 0.0312014 | Time: 4761.14 ms [2022-03-27 00:26:09 main:574] : INFO : Epoch 1936 | loss: 0.0311345 | val_loss: 0.0311941 | Time: 5259.02 ms [2022-03-27 00:26:14 main:574] : INFO : Epoch 1937 | loss: 0.031139 | val_loss: 0.0312011 | Time: 4848.51 ms [2022-03-27 00:26:19 main:574] : INFO : Epoch 1938 | loss: 0.0311378 | val_loss: 0.0311958 | Time: 5072.47 ms [2022-03-27 00:26:24 main:574] : INFO : Epoch 1939 | loss: 0.0311357 | val_loss: 0.0312042 | Time: 5231.41 ms [2022-03-27 00:26:30 main:574] : INFO : Epoch 1940 | loss: 0.0311308 | val_loss: 0.0312026 | Time: 5205.25 ms [2022-03-27 00:26:34 main:574] : INFO : Epoch 1941 | loss: 0.0311318 | val_loss: 0.031196 | Time: 4564.98 ms [2022-03-27 00:26:38 main:574] : INFO : Epoch 1942 | loss: 0.0311305 | val_loss: 0.0311996 | Time: 4017.9 ms [2022-03-27 00:26:43 main:574] : INFO : Epoch 1943 | loss: 0.0311324 | val_loss: 0.0311941 | Time: 4385.47 ms [2022-03-27 00:26:47 main:574] : INFO : Epoch 1944 | loss: 0.031138 | val_loss: 0.0311969 | Time: 4297.79 ms [2022-03-27 00:26:51 main:574] : INFO : Epoch 1945 | loss: 0.031136 | val_loss: 0.0311996 | Time: 4445.1 ms [2022-03-27 00:26:56 main:574] : INFO : Epoch 1946 | loss: 0.0311391 | val_loss: 0.0312016 | Time: 4283.08 ms [2022-03-27 00:27:01 main:574] : INFO : Epoch 1947 | loss: 0.0311367 | val_loss: 0.0312074 | Time: 5120.76 ms [2022-03-27 00:27:05 main:574] : INFO : Epoch 1948 | loss: 0.031135 | val_loss: 0.0312099 | Time: 4452.52 ms [2022-03-27 00:27:10 main:574] : INFO : Epoch 1949 | loss: 0.0311378 | val_loss: 0.0311954 | Time: 4466.4 ms [2022-03-27 00:27:14 main:574] : INFO : Epoch 1950 | loss: 0.0311363 | val_loss: 0.0312117 | Time: 4471.77 ms [2022-03-27 00:27:19 main:574] : INFO : Epoch 1951 | loss: 0.0311368 | val_loss: 0.0311989 | Time: 4744.46 ms [2022-03-27 00:27:24 main:574] : INFO : Epoch 1952 | loss: 0.0311402 | val_loss: 0.031198 | Time: 4924.35 ms [2022-03-27 00:27:29 main:574] : INFO : Epoch 1953 | loss: 0.0311344 | val_loss: 0.0312067 | Time: 5057.38 ms [2022-03-27 00:27:34 main:574] : INFO : Epoch 1954 | loss: 0.0311356 | val_loss: 0.031196 | Time: 4942.47 ms [2022-03-27 00:27:38 main:574] : INFO : Epoch 1955 | loss: 0.0311355 | val_loss: 0.0311958 | Time: 4153.61 ms [2022-03-27 00:27:43 main:574] : INFO : Epoch 1956 | loss: 0.0311381 | val_loss: 0.03121 | Time: 4883.19 ms [2022-03-27 00:27:48 main:574] : INFO : Epoch 1957 | loss: 0.031138 | val_loss: 0.0311936 | Time: 4818.18 ms [2022-03-27 00:27:52 main:574] : INFO : Epoch 1958 | loss: 0.0311375 | val_loss: 0.0311982 | Time: 4438.51 ms [2022-03-27 00:27:56 main:574] : INFO : Epoch 1959 | loss: 0.0311343 | val_loss: 0.0311938 | Time: 3666.33 ms [2022-03-27 00:27:59 main:574] : INFO : Epoch 1960 | loss: 0.0311347 | val_loss: 0.0312028 | Time: 3501.73 ms [2022-03-27 00:28:02 main:574] : INFO : Epoch 1961 | loss: 0.0311408 | val_loss: 0.0311989 | Time: 3067.09 ms [2022-03-27 00:28:06 main:574] : INFO : Epoch 1962 | loss: 0.0311388 | val_loss: 0.031197 | Time: 3181.93 ms [2022-03-27 00:28:09 main:574] : INFO : Epoch 1963 | loss: 0.0311436 | val_loss: 0.0311896 | Time: 3067.75 ms [2022-03-27 00:28:12 main:574] : INFO : Epoch 1964 | loss: 0.0311547 | val_loss: 0.0311942 | Time: 2918.63 ms [2022-03-27 00:28:15 main:574] : INFO : Epoch 1965 | loss: 0.0311505 | val_loss: 0.0311897 | Time: 3123.13 ms [2022-03-27 00:28:18 main:574] : INFO : Epoch 1966 | loss: 0.0311455 | val_loss: 0.0311919 | Time: 3338.66 ms [2022-03-27 00:28:27 main:574] : INFO : Epoch 1967 | loss: 0.031142 | val_loss: 0.0311965 | Time: 9138.24 ms [2022-03-27 00:28:37 main:574] : INFO : Epoch 1968 | loss: 0.031153 | val_loss: 0.0311934 | Time: 9785.47 ms [2022-03-27 00:28:46 main:574] : INFO : Epoch 1969 | loss: 0.0311436 | val_loss: 0.0311947 | Time: 8623.74 ms [2022-03-27 00:28:55 main:574] : INFO : Epoch 1970 | loss: 0.0311428 | val_loss: 0.0311962 | Time: 8771.71 ms [2022-03-27 00:29:04 main:574] : INFO : Epoch 1971 | loss: 0.0311403 | val_loss: 0.0312036 | Time: 9849.18 ms [2022-03-27 00:29:13 main:574] : INFO : Epoch 1972 | loss: 0.031146 | val_loss: 0.0311949 | Time: 8239.72 ms [2022-03-27 00:29:21 main:574] : INFO : Epoch 1973 | loss: 0.0311445 | val_loss: 0.0312039 | Time: 8418.89 ms [2022-03-27 00:29:30 main:574] : INFO : Epoch 1974 | loss: 0.0311394 | val_loss: 0.0312006 | Time: 9102.23 ms [2022-03-27 00:29:38 main:574] : INFO : Epoch 1975 | loss: 0.0311351 | val_loss: 0.0312095 | Time: 7997.05 ms [2022-03-27 00:29:46 main:574] : INFO : Epoch 1976 | loss: 0.0311368 | val_loss: 0.0311976 | Time: 7541.63 ms [2022-03-27 00:29:55 main:574] : INFO : Epoch 1977 | loss: 0.0311366 | val_loss: 0.0311981 | Time: 9425.02 ms [2022-03-27 00:30:04 main:574] : INFO : Epoch 1978 | loss: 0.031136 | val_loss: 0.031198 | Time: 9044.44 ms [2022-03-27 00:30:13 main:574] : INFO : Epoch 1979 | loss: 0.0311406 | val_loss: 0.0311995 | Time: 8657.9 ms [2022-03-27 00:30:22 main:574] : INFO : Epoch 1980 | loss: 0.0311443 | val_loss: 0.0311953 | Time: 8554.72 ms [2022-03-27 00:30:30 main:574] : INFO : Epoch 1981 | loss: 0.0311404 | val_loss: 0.0312021 | Time: 8775.18 ms [2022-03-27 00:30:39 main:574] : INFO : Epoch 1982 | loss: 0.0311382 | val_loss: 0.0311953 | Time: 8636.06 ms [2022-03-27 00:30:47 main:574] : INFO : Epoch 1983 | loss: 0.0311493 | val_loss: 0.0312071 | Time: 7904.47 ms [2022-03-27 00:30:56 main:574] : INFO : Epoch 1984 | loss: 0.0311628 | val_loss: 0.0312189 | Time: 9269.72 ms [2022-03-27 00:31:05 main:574] : INFO : Epoch 1985 | loss: 0.0329295 | val_loss: 0.0350772 | Time: 8477.6 ms [2022-03-27 00:31:13 main:574] : INFO : Epoch 1986 | loss: 0.0323929 | val_loss: 0.031675 | Time: 8323.25 ms [2022-03-27 00:31:21 main:574] : INFO : Epoch 1987 | loss: 0.0314565 | val_loss: 0.0313486 | Time: 8080.09 ms [2022-03-27 00:31:30 main:574] : INFO : Epoch 1988 | loss: 0.0312719 | val_loss: 0.0312123 | Time: 8609.05 ms [2022-03-27 00:31:37 main:574] : INFO : Epoch 1989 | loss: 0.0312074 | val_loss: 0.0311988 | Time: 7599.59 ms [2022-03-27 00:31:46 main:574] : INFO : Epoch 1990 | loss: 0.0311948 | val_loss: 0.0311935 | Time: 9104.58 ms [2022-03-27 00:31:55 main:574] : INFO : Epoch 1991 | loss: 0.0311926 | val_loss: 0.0311952 | Time: 8242.54 ms [2022-03-27 00:32:03 main:574] : INFO : Epoch 1992 | loss: 0.0311911 | val_loss: 0.0311905 | Time: 8484.43 ms [2022-03-27 00:32:12 main:574] : INFO : Epoch 1993 | loss: 0.0311876 | val_loss: 0.0311876 | Time: 8610.22 ms [2022-03-27 00:32:20 main:574] : INFO : Epoch 1994 | loss: 0.031184 | val_loss: 0.0311864 | Time: 7903.06 ms [2022-03-27 00:32:28 main:574] : INFO : Epoch 1995 | loss: 0.0311823 | val_loss: 0.0311849 | Time: 8577.34 ms [2022-03-27 00:32:38 main:574] : INFO : Epoch 1996 | loss: 0.0311808 | val_loss: 0.0311855 | Time: 9699.58 ms [2022-03-27 00:32:47 main:574] : INFO : Epoch 1997 | loss: 0.0311802 | val_loss: 0.031185 | Time: 8603.44 ms [2022-03-27 00:32:55 main:574] : INFO : Epoch 1998 | loss: 0.0311798 | val_loss: 0.031184 | Time: 8032.99 ms [2022-03-27 00:33:03 main:574] : INFO : Epoch 1999 | loss: 0.0311788 | val_loss: 0.0311853 | Time: 8720.69 ms [2022-03-27 00:33:13 main:574] : INFO : Epoch 2000 | loss: 0.0311781 | val_loss: 0.0311828 | Time: 9931.56 ms [2022-03-27 00:33:23 main:574] : INFO : Epoch 2001 | loss: 0.031178 | val_loss: 0.0311843 | Time: 9884.41 ms [2022-03-27 00:33:32 main:574] : INFO : Epoch 2002 | loss: 0.0311769 | val_loss: 0.0311829 | Time: 8951.38 ms [2022-03-27 00:33:41 main:574] : INFO : Epoch 2003 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 8367.65 ms [2022-03-27 00:33:49 main:574] : INFO : Epoch 2004 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 8278.31 ms [2022-03-27 00:33:58 main:574] : INFO : Epoch 2005 | loss: 0.0311744 | val_loss: 0.0311828 | Time: 9151.58 ms [2022-03-27 00:34:07 main:574] : INFO : Epoch 2006 | loss: 0.0311749 | val_loss: 0.0311831 | Time: 8824.11 ms [2022-03-27 00:34:16 main:574] : INFO : Epoch 2007 | loss: 0.0311765 | val_loss: 0.031181 | Time: 8639.11 ms [2022-03-27 00:34:24 main:574] : INFO : Epoch 2008 | loss: 0.0311738 | val_loss: 0.0311813 | Time: 8202.83 ms [2022-03-27 00:34:32 main:574] : INFO : Epoch 2009 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 8126.37 ms [2022-03-27 00:34:41 main:574] : INFO : Epoch 2010 | loss: 0.0311724 | val_loss: 0.0311806 | Time: 8799.26 ms [2022-03-27 00:34:50 main:574] : INFO : Epoch 2011 | loss: 0.0311718 | val_loss: 0.031181 | Time: 9645.52 ms [2022-03-27 00:34:58 main:574] : INFO : Epoch 2012 | loss: 0.0311718 | val_loss: 0.0311843 | Time: 7747.01 ms [2022-03-27 00:35:07 main:574] : INFO : Epoch 2013 | loss: 0.0311713 | val_loss: 0.0311803 | Time: 8332.58 ms [2022-03-27 00:35:15 main:574] : INFO : Epoch 2014 | loss: 0.0311706 | val_loss: 0.0311805 | Time: 8095.87 ms [2022-03-27 00:35:24 main:574] : INFO : Epoch 2015 | loss: 0.0311707 | val_loss: 0.0311813 | Time: 9011.09 ms [2022-03-27 00:35:32 main:574] : INFO : Epoch 2016 | loss: 0.0311701 | val_loss: 0.0311809 | Time: 8200.69 ms [2022-03-27 00:35:41 main:574] : INFO : Epoch 2017 | loss: 0.0311696 | val_loss: 0.0311802 | Time: 8728.82 ms [2022-03-27 00:35:48 main:574] : INFO : Epoch 2018 | loss: 0.031169 | val_loss: 0.0311807 | Time: 7518.48 ms [2022-03-27 00:35:57 main:574] : INFO : Epoch 2019 | loss: 0.031169 | val_loss: 0.0311822 | Time: 8955.46 ms [2022-03-27 00:36:05 main:574] : INFO : Epoch 2020 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 8100.64 ms [2022-03-27 00:36:13 main:574] : INFO : Epoch 2021 | loss: 0.031169 | val_loss: 0.031181 | Time: 7778.88 ms [2022-03-27 00:36:21 main:574] : INFO : Epoch 2022 | loss: 0.0311677 | val_loss: 0.03118 | Time: 7483.89 ms [2022-03-27 00:36:30 main:574] : INFO : Epoch 2023 | loss: 0.0311672 | val_loss: 0.0311794 | Time: 9015.43 ms [2022-03-27 00:36:38 main:574] : INFO : Epoch 2024 | loss: 0.0311668 | val_loss: 0.0311801 | Time: 8033.55 ms [2022-03-27 00:36:46 main:574] : INFO : Epoch 2025 | loss: 0.0311665 | val_loss: 0.0311792 | Time: 7853.53 ms [2022-03-27 00:36:54 main:574] : INFO : Epoch 2026 | loss: 0.0311663 | val_loss: 0.0311811 | Time: 8291.97 ms [2022-03-27 00:37:02 main:574] : INFO : Epoch 2027 | loss: 0.0311671 | val_loss: 0.0311822 | Time: 8297.6 ms [2022-03-27 00:37:10 main:574] : INFO : Epoch 2028 | loss: 0.031166 | val_loss: 0.0311798 | Time: 8311.67 ms [2022-03-27 00:37:19 main:574] : INFO : Epoch 2029 | loss: 0.0311653 | val_loss: 0.0311792 | Time: 8660.93 ms [2022-03-27 00:37:28 main:574] : INFO : Epoch 2030 | loss: 0.0311651 | val_loss: 0.0311802 | Time: 8788.21 ms [2022-03-27 00:37:36 main:574] : INFO : Epoch 2031 | loss: 0.0311667 | val_loss: 0.0311795 | Time: 8454.14 ms [2022-03-27 00:37:45 main:574] : INFO : Epoch 2032 | loss: 0.0311684 | val_loss: 0.0311808 | Time: 8639.51 ms [2022-03-27 00:37:55 main:574] : INFO : Epoch 2033 | loss: 0.0311646 | val_loss: 0.031183 | Time: 9818.8 ms [2022-03-27 00:38:03 main:574] : INFO : Epoch 2034 | loss: 0.031165 | val_loss: 0.0311808 | Time: 8461.96 ms [2022-03-27 00:38:12 main:574] : INFO : Epoch 2035 | loss: 0.0311634 | val_loss: 0.0311816 | Time: 8108.82 ms [2022-03-27 00:38:20 main:574] : INFO : Epoch 2036 | loss: 0.0311635 | val_loss: 0.0311835 | Time: 8349.12 ms [2022-03-27 00:38:28 main:574] : INFO : Epoch 2037 | loss: 0.0311634 | val_loss: 0.0311814 | Time: 8020.75 ms [2022-03-27 00:38:36 main:574] : INFO : Epoch 2038 | loss: 0.0311621 | val_loss: 0.03118 | Time: 8327.24 ms [2022-03-27 00:38:44 main:574] : INFO : Epoch 2039 | loss: 0.0311625 | val_loss: 0.0311824 | Time: 8211.97 ms [2022-03-27 00:38:54 main:574] : INFO : Epoch 2040 | loss: 0.0311621 | val_loss: 0.0311829 | Time: 9027.02 ms [2022-03-27 00:39:02 main:574] : INFO : Epoch 2041 | loss: 0.0311631 | val_loss: 0.0311811 | Time: 8004.22 ms [2022-03-27 00:39:09 main:574] : INFO : Epoch 2042 | loss: 0.0311613 | val_loss: 0.0311802 | Time: 7709.25 ms [2022-03-27 00:39:18 main:574] : INFO : Epoch 2043 | loss: 0.0311618 | val_loss: 0.0311795 | Time: 9186.84 ms [2022-03-27 00:39:27 main:574] : INFO : Epoch 2044 | loss: 0.0311615 | val_loss: 0.0311793 | Time: 8111.61 ms [2022-03-27 00:39:35 main:574] : INFO : Epoch 2045 | loss: 0.0311606 | val_loss: 0.0311798 | Time: 8457.18 ms [2022-03-27 00:39:43 main:574] : INFO : Epoch 2046 | loss: 0.0311638 | val_loss: 0.0311865 | Time: 8016.54 ms [2022-03-27 00:39:52 main:574] : INFO : Epoch 2047 | loss: 0.0311815 | val_loss: 0.0311835 | Time: 8549.07 ms [2022-03-27 00:40:00 main:574] : INFO : Epoch 2048 | loss: 0.0311751 | val_loss: 0.0311812 | Time: 8045.66 ms [2022-03-27 00:40:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311812 [2022-03-27 00:40:00 main:603] : INFO : Saving end state to config to file [2022-03-27 00:40:00 main:608] : INFO : Success, exiting.. 00:40:00 (1328): 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)