Task 12973040
| Name | ParityModified-1647049114-19144-0_0 |
| Workunit | 10104858 |
| Created | 12 Mar 2022, 1:38:37 UTC |
| Sent | 21 Mar 2022, 3:02:29 UTC |
| Report deadline | 29 Mar 2022, 3:02:29 UTC |
| Received | 22 Mar 2022, 5:42:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6170 |
| Run time | 5 hours 0 min 41 sec |
| CPU time | 4 hours 1 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,130.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312083 | val_loss: 0.0312068 | Time: 10328.4 ms [2022-03-21 20:30:02 main:574] : INFO : Epoch 1543 | loss: 0.031209 | val_loss: 0.0312055 | Time: 10775.2 ms [2022-03-21 20:30:13 main:574] : INFO : Epoch 1544 | loss: 0.0312085 | val_loss: 0.031206 | Time: 9575.6 ms [2022-03-21 20:30:25 main:574] : INFO : Epoch 1545 | loss: 0.031208 | val_loss: 0.0312114 | Time: 10830.6 ms [2022-03-21 20:30:33 main:574] : INFO : Epoch 1546 | loss: 0.0312109 | val_loss: 0.031206 | Time: 6743.01 ms [2022-03-21 20:30:44 main:574] : INFO : Epoch 1547 | loss: 0.0312092 | val_loss: 0.0312145 | Time: 9829.03 ms [2022-03-21 20:30:55 main:574] : INFO : Epoch 1548 | loss: 0.0312095 | val_loss: 0.0312086 | Time: 10581.3 ms [2022-03-21 20:31:03 main:574] : INFO : Epoch 1549 | loss: 0.0312085 | val_loss: 0.031205 | Time: 6973.55 ms [2022-03-21 20:31:14 main:574] : INFO : Epoch 1550 | loss: 0.0312075 | val_loss: 0.0312053 | Time: 9588.65 ms [2022-03-21 20:31:25 main:574] : INFO : Epoch 1551 | loss: 0.0312081 | val_loss: 0.0312052 | Time: 10435.9 ms [2022-03-21 20:31:36 main:574] : INFO : Epoch 1552 | loss: 0.0312086 | val_loss: 0.0312073 | Time: 10445 ms [2022-03-21 20:31:47 main:574] : INFO : Epoch 1553 | loss: 0.0312076 | val_loss: 0.0312055 | Time: 10028.7 ms [2022-03-21 20:31:57 main:574] : INFO : Epoch 1554 | loss: 0.0312094 | val_loss: 0.0312089 | Time: 9839.48 ms [2022-03-21 20:32:09 main:574] : INFO : Epoch 1555 | loss: 0.03121 | val_loss: 0.0312056 | Time: 10390.2 ms [2022-03-21 20:32:19 main:574] : INFO : Epoch 1556 | loss: 0.0312081 | val_loss: 0.0312073 | Time: 10120 ms [2022-03-21 20:32:27 main:574] : INFO : Epoch 1557 | loss: 0.0312073 | val_loss: 0.0312045 | Time: 7275.35 ms [2022-03-21 20:32:37 main:574] : INFO : Epoch 1558 | loss: 0.0312068 | val_loss: 0.0312048 | Time: 10487.9 ms [2022-03-21 20:32:45 main:574] : INFO : Epoch 1559 | loss: 0.0312064 | val_loss: 0.0312052 | Time: 7004.51 ms [2022-03-21 20:32:55 main:574] : INFO : Epoch 1560 | loss: 0.0312064 | val_loss: 0.0312041 | Time: 10483 ms [2022-03-21 20:33:06 main:574] : INFO : Epoch 1561 | loss: 0.0312061 | val_loss: 0.031204 | Time: 10987.5 ms [2022-03-21 20:33:13 main:574] : INFO : Epoch 1562 | loss: 0.0312073 | val_loss: 0.0312056 | Time: 6794.6 ms [2022-03-21 20:33:20 main:574] : INFO : Epoch 1563 | loss: 0.0312071 | val_loss: 0.0312077 | Time: 6874.12 ms [2022-03-21 20:33:27 main:574] : INFO : Epoch 1564 | loss: 0.0312069 | val_loss: 0.0312045 | Time: 6791.02 ms [2022-03-21 20:33:38 main:574] : INFO : Epoch 1565 | loss: 0.0312065 | val_loss: 0.0312053 | Time: 11023.3 ms [2022-03-21 20:33:45 main:574] : INFO : Epoch 1566 | loss: 0.0312065 | val_loss: 0.0312046 | Time: 6807.25 ms [2022-03-21 20:33:56 main:574] : INFO : Epoch 1567 | loss: 0.0312058 | val_loss: 0.0312059 | Time: 10987.7 ms [2022-03-21 20:34:03 main:574] : INFO : Epoch 1568 | loss: 0.0312057 | val_loss: 0.031204 | Time: 6917.02 ms [2022-03-21 20:34:14 main:574] : INFO : Epoch 1569 | loss: 0.0312071 | val_loss: 0.0312044 | Time: 10461.2 ms [2022-03-21 20:34:21 main:574] : INFO : Epoch 1570 | loss: 0.0312069 | val_loss: 0.0312081 | Time: 7192.86 ms [2022-03-21 20:34:32 main:574] : INFO : Epoch 1571 | loss: 0.0312066 | val_loss: 0.0312077 | Time: 11284.1 ms [2022-03-21 20:34:39 main:574] : INFO : Epoch 1572 | loss: 0.0312073 | val_loss: 0.0312045 | Time: 6927.14 ms [2022-03-21 20:34:50 main:574] : INFO : Epoch 1573 | loss: 0.0312067 | val_loss: 0.0312038 | Time: 10822.5 ms [2022-03-21 20:34:58 main:574] : INFO : Epoch 1574 | loss: 0.0312061 | val_loss: 0.0312041 | Time: 7523.82 ms [2022-03-21 20:35:05 main:574] : INFO : Epoch 1575 | loss: 0.0312053 | val_loss: 0.0312067 | Time: 7240.71 ms [2022-03-21 20:35:12 main:574] : INFO : Epoch 1576 | loss: 0.0312073 | val_loss: 0.031204 | Time: 6876.57 ms [2022-03-21 20:35:19 main:574] : INFO : Epoch 1577 | loss: 0.031206 | val_loss: 0.0312049 | Time: 7186.88 ms [2022-03-21 20:35:30 main:574] : INFO : Epoch 1578 | loss: 0.0312059 | val_loss: 0.0312043 | Time: 10980.1 ms [2022-03-21 20:35:37 main:574] : INFO : Epoch 1579 | loss: 0.0312063 | val_loss: 0.0312042 | Time: 6822.05 ms [2022-03-21 20:35:48 main:574] : INFO : Epoch 1580 | loss: 0.0312052 | val_loss: 0.0312042 | Time: 10437.7 ms [2022-03-21 20:35:55 main:574] : INFO : Epoch 1581 | loss: 0.0312061 | val_loss: 0.0312048 | Time: 7137.36 ms [2022-03-21 20:36:02 main:574] : INFO : Epoch 1582 | loss: 0.0312066 | val_loss: 0.0312041 | Time: 6802.07 ms [2022-03-21 20:36:09 main:574] : INFO : Epoch 1583 | loss: 0.0312054 | val_loss: 0.0312055 | Time: 7020.87 ms [2022-03-21 20:36:19 main:574] : INFO : Epoch 1584 | loss: 0.0312055 | val_loss: 0.031212 | Time: 10447.8 ms [2022-03-21 20:36:30 main:574] : INFO : Epoch 1585 | loss: 0.0312054 | val_loss: 0.0312035 | Time: 11071.7 ms [2022-03-21 20:36:37 main:574] : INFO : Epoch 1586 | loss: 0.0312052 | val_loss: 0.0312039 | Time: 6725.1 ms [2022-03-21 20:36:48 main:574] : INFO : Epoch 1587 | loss: 0.0312049 | val_loss: 0.0312076 | Time: 10264.8 ms [2022-03-21 20:36:58 main:574] : INFO : Epoch 1588 | loss: 0.0312074 | val_loss: 0.0312036 | Time: 10349.5 ms [2022-03-21 20:37:05 main:574] : INFO : Epoch 1589 | loss: 0.0312047 | val_loss: 0.0312036 | Time: 6985.21 ms [2022-03-21 20:37:15 main:574] : INFO : Epoch 1590 | loss: 0.0312073 | val_loss: 0.0312055 | Time: 10269.7 ms [2022-03-21 20:37:26 main:574] : INFO : Epoch 1591 | loss: 0.0312062 | val_loss: 0.0312055 | Time: 10687.3 ms [2022-03-21 20:37:33 main:574] : INFO : Epoch 1592 | loss: 0.0312086 | val_loss: 0.0312055 | Time: 6943.13 ms [2022-03-21 20:37:44 main:574] : INFO : Epoch 1593 | loss: 0.0312055 | val_loss: 0.0312087 | Time: 10410.8 ms [2022-03-21 20:37:51 main:574] : INFO : Epoch 1594 | loss: 0.0312065 | val_loss: 0.0312069 | Time: 7028.71 ms [2022-03-21 20:37:58 main:574] : INFO : Epoch 1595 | loss: 0.0312082 | val_loss: 0.031205 | Time: 6761.26 ms [2022-03-21 20:38:05 main:574] : INFO : Epoch 1596 | loss: 0.0312065 | val_loss: 0.0312057 | Time: 6946.15 ms [2022-03-21 20:38:11 main:574] : INFO : Epoch 1597 | loss: 0.0312057 | val_loss: 0.0312072 | Time: 6816.68 ms [2022-03-21 20:38:18 main:574] : INFO : Epoch 1598 | loss: 0.0312064 | val_loss: 0.0312039 | Time: 6930.44 ms [2022-03-21 20:38:25 main:574] : INFO : Epoch 1599 | loss: 0.0312043 | val_loss: 0.0312045 | Time: 6878.5 ms [2022-03-21 20:38:35 main:574] : INFO : Epoch 1600 | loss: 0.0312039 | val_loss: 0.0312039 | Time: 10101.4 ms [2022-03-21 20:38:47 main:574] : INFO : Epoch 1601 | loss: 0.0312045 | val_loss: 0.0312041 | Time: 11137.8 ms [2022-03-21 20:38:54 main:574] : INFO : Epoch 1602 | loss: 0.0312043 | val_loss: 0.0312033 | Time: 6905.36 ms [2022-03-21 20:39:05 main:574] : INFO : Epoch 1603 | loss: 0.0312043 | val_loss: 0.0312106 | Time: 10828.5 ms [2022-03-21 20:39:12 main:574] : INFO : Epoch 1604 | loss: 0.0312111 | val_loss: 0.0312068 | Time: 6981.51 ms [2022-03-21 20:39:23 main:574] : INFO : Epoch 1605 | loss: 0.0312049 | val_loss: 0.0312046 | Time: 11045.5 ms [2022-03-21 20:39:30 main:574] : INFO : Epoch 1606 | loss: 0.0312057 | val_loss: 0.0312035 | Time: 6828.8 ms [2022-03-21 20:39:40 main:574] : INFO : Epoch 1607 | loss: 0.031204 | val_loss: 0.0312027 | Time: 10340.1 ms [2022-03-21 20:39:50 main:574] : INFO : Epoch 1608 | loss: 0.0312053 | val_loss: 0.0312051 | Time: 10117.8 ms [2022-03-21 20:40:01 main:574] : INFO : Epoch 1609 | loss: 0.0312056 | val_loss: 0.0312032 | Time: 10848.2 ms [2022-03-21 20:40:08 main:574] : INFO : Epoch 1610 | loss: 0.0312041 | val_loss: 0.0312032 | Time: 6928.5 ms [2022-03-21 20:40:15 main:574] : INFO : Epoch 1611 | loss: 0.0312056 | val_loss: 0.0312046 | Time: 6961.49 ms [2022-03-21 20:40:22 main:574] : INFO : Epoch 1612 | loss: 0.0312041 | val_loss: 0.0312041 | Time: 6907.12 ms [2022-03-21 20:40:29 main:574] : INFO : Epoch 1613 | loss: 0.0312058 | val_loss: 0.0312103 | Time: 6797.2 ms [2022-03-21 20:40:36 main:574] : INFO : Epoch 1614 | loss: 0.0312056 | val_loss: 0.0312024 | Time: 6923.56 ms [2022-03-21 20:40:43 main:574] : INFO : Epoch 1615 | loss: 0.0312037 | val_loss: 0.031204 | Time: 6965.38 ms [2022-03-21 20:40:50 main:574] : INFO : Epoch 1616 | loss: 0.0312043 | val_loss: 0.0312053 | Time: 6961.97 ms [2022-03-21 20:40:57 main:574] : INFO : Epoch 1617 | loss: 0.031204 | val_loss: 0.0312057 | Time: 7140.16 ms [2022-03-21 20:41:04 main:574] : INFO : Epoch 1618 | loss: 0.0312055 | val_loss: 0.0312025 | Time: 6729.54 ms [2022-03-21 20:41:11 main:574] : INFO : Epoch 1619 | loss: 0.0312032 | val_loss: 0.0312025 | Time: 6972.02 ms [2022-03-21 20:41:18 main:574] : INFO : Epoch 1620 | loss: 0.031203 | val_loss: 0.0312037 | Time: 6874.85 ms [2022-03-21 20:41:28 main:574] : INFO : Epoch 1621 | loss: 0.0312037 | val_loss: 0.0312023 | Time: 10103 ms [2022-03-21 20:41:35 main:574] : INFO : Epoch 1622 | loss: 0.0312025 | val_loss: 0.0312027 | Time: 7119.15 ms [2022-03-21 20:41:42 main:574] : INFO : Epoch 1623 | loss: 0.0312026 | val_loss: 0.0312022 | Time: 6798.32 ms [2022-03-21 20:41:49 main:574] : INFO : Epoch 1624 | loss: 0.0312022 | val_loss: 0.0312041 | Time: 7234.67 ms [2022-03-21 20:42:01 main:574] : INFO : Epoch 1625 | loss: 0.0312047 | val_loss: 0.0312029 | Time: 11427.6 ms [2022-03-21 20:42:08 main:574] : INFO : Epoch 1626 | loss: 0.0312031 | val_loss: 0.0312041 | Time: 6793.89 ms [2022-03-21 20:42:15 main:574] : INFO : Epoch 1627 | loss: 0.031205 | val_loss: 0.0312028 | Time: 6704.72 ms [2022-03-21 20:42:22 main:574] : INFO : Epoch 1628 | loss: 0.0312021 | val_loss: 0.0312044 | Time: 6962.35 ms [2022-03-21 20:42:33 main:574] : INFO : Epoch 1629 | loss: 0.0312044 | val_loss: 0.0312037 | Time: 11086.2 ms [2022-03-21 20:42:40 main:574] : INFO : Epoch 1630 | loss: 0.0312025 | val_loss: 0.0312057 | Time: 7104.29 ms [2022-03-21 20:42:51 main:574] : INFO : Epoch 1631 | loss: 0.031206 | val_loss: 0.0312146 | Time: 11061.6 ms [2022-03-21 20:42:58 main:574] : INFO : Epoch 1632 | loss: 0.0312043 | val_loss: 0.0312018 | Time: 6924.23 ms [2022-03-21 20:43:05 main:574] : INFO : Epoch 1633 | loss: 0.0312018 | val_loss: 0.0312023 | Time: 6790.02 ms [2022-03-21 20:43:12 main:574] : INFO : Epoch 1634 | loss: 0.0312029 | val_loss: 0.031205 | Time: 7045.82 ms [2022-03-21 20:43:22 main:574] : INFO : Epoch 1635 | loss: 0.0312032 | val_loss: 0.0312067 | Time: 10313.3 ms [2022-03-21 20:43:33 main:574] : INFO : Epoch 1636 | loss: 0.0312054 | val_loss: 0.0312015 | Time: 11024.1 ms [2022-03-21 20:43:40 main:574] : INFO : Epoch 1637 | loss: 0.0312028 | val_loss: 0.0312064 | Time: 6818.73 ms [2022-03-21 20:43:51 main:574] : INFO : Epoch 1638 | loss: 0.0312034 | val_loss: 0.0312012 | Time: 10257.4 ms [2022-03-21 20:44:04 main:574] : INFO : Epoch 1639 | loss: 0.0312031 | val_loss: 0.0312015 | Time: 10885.7 ms [2022-03-21 20:44:11 main:574] : INFO : Epoch 1640 | loss: 0.0312032 | val_loss: 0.0312024 | Time: 6890.65 ms [2022-03-21 20:44:18 main:574] : INFO : Epoch 1641 | loss: 0.0312011 | val_loss: 0.0312027 | Time: 7153.68 ms [2022-03-21 20:44:25 main:574] : INFO : Epoch 1642 | loss: 0.0312027 | val_loss: 0.0312045 | Time: 6807.77 ms [2022-03-21 20:44:35 main:574] : INFO : Epoch 1643 | loss: 0.0312028 | val_loss: 0.0312067 | Time: 10716.7 ms [2022-03-21 20:44:42 main:574] : INFO : Epoch 1644 | loss: 0.0312032 | val_loss: 0.0312033 | Time: 6862.94 ms [2022-03-21 20:44:53 main:574] : INFO : Epoch 1645 | loss: 0.0312022 | val_loss: 0.0312022 | Time: 10284.4 ms [2022-03-21 20:45:03 main:574] : INFO : Epoch 1646 | loss: 0.0312006 | val_loss: 0.0312011 | Time: 10024.3 ms [2022-03-21 20:45:14 main:574] : INFO : Epoch 1647 | loss: 0.0312011 | val_loss: 0.0312046 | Time: 10923.1 ms [2022-03-21 20:45:21 main:574] : INFO : Epoch 1648 | loss: 0.0312026 | val_loss: 0.0312047 | Time: 6791.62 ms [2022-03-21 20:45:32 main:574] : INFO : Epoch 1649 | loss: 0.031204 | val_loss: 0.0312016 | Time: 10938.6 ms [2022-03-21 20:45:38 main:574] : INFO : Epoch 1650 | loss: 0.0312023 | val_loss: 0.031203 | Time: 6866.43 ms [2022-03-21 20:45:50 main:574] : INFO : Epoch 1651 | loss: 0.0312025 | val_loss: 0.0312019 | Time: 11017.3 ms [2022-03-21 20:45:56 main:574] : INFO : Epoch 1652 | loss: 0.0312019 | val_loss: 0.0312089 | Time: 6864.76 ms [2022-03-21 20:46:08 main:574] : INFO : Epoch 1653 | loss: 0.0312057 | val_loss: 0.0312056 | Time: 11129.7 ms [2022-03-21 20:46:15 main:574] : INFO : Epoch 1654 | loss: 0.0312035 | val_loss: 0.0312018 | Time: 6877.57 ms [2022-03-21 20:46:22 main:574] : INFO : Epoch 1655 | loss: 0.0312013 | val_loss: 0.0312025 | Time: 7024.64 ms [2022-03-21 20:46:29 main:574] : INFO : Epoch 1656 | loss: 0.0312011 | val_loss: 0.0312014 | Time: 6828.21 ms [2022-03-21 20:46:40 main:574] : INFO : Epoch 1657 | loss: 0.0312088 | val_loss: 0.0312033 | Time: 11513.6 ms [2022-03-21 20:46:51 main:574] : INFO : Epoch 1658 | loss: 0.0312077 | val_loss: 0.0312052 | Time: 11232.4 ms [2022-03-21 20:46:58 main:574] : INFO : Epoch 1659 | loss: 0.0312045 | val_loss: 0.0312021 | Time: 6968.07 ms [2022-03-21 20:47:10 main:574] : INFO : Epoch 1660 | loss: 0.0312005 | val_loss: 0.0312033 | Time: 11059.3 ms [2022-03-21 20:47:17 main:574] : INFO : Epoch 1661 | loss: 0.0312039 | val_loss: 0.0312048 | Time: 6836.59 ms [2022-03-21 20:47:27 main:574] : INFO : Epoch 1662 | loss: 0.0312033 | val_loss: 0.0312054 | Time: 10448.2 ms [2022-03-21 20:47:38 main:574] : INFO : Epoch 1663 | loss: 0.0312023 | val_loss: 0.0312004 | Time: 10581.6 ms [2022-03-21 20:47:45 main:574] : INFO : Epoch 1664 | loss: 0.0312007 | val_loss: 0.031201 | Time: 6971.07 ms [2022-03-21 20:47:55 main:574] : INFO : Epoch 1665 | loss: 0.0312011 | val_loss: 0.0312041 | Time: 10283 ms [2022-03-21 20:48:06 main:574] : INFO : Epoch 1666 | loss: 0.0312023 | val_loss: 0.0312015 | Time: 10829.7 ms [2022-03-21 20:48:13 main:574] : INFO : Epoch 1667 | loss: 0.0312019 | val_loss: 0.0312041 | Time: 6854.14 ms [2022-03-21 20:48:24 main:574] : INFO : Epoch 1668 | loss: 0.0312031 | val_loss: 0.0312077 | Time: 10779.3 ms [2022-03-21 20:48:31 main:574] : INFO : Epoch 1669 | loss: 0.0312029 | val_loss: 0.0312004 | Time: 7005.23 ms [2022-03-21 20:48:41 main:574] : INFO : Epoch 1670 | loss: 0.0312021 | val_loss: 0.0312028 | Time: 10440.4 ms [2022-03-21 20:48:48 main:574] : INFO : Epoch 1671 | loss: 0.0312022 | val_loss: 0.0312021 | Time: 7100.08 ms [2022-03-21 20:48:59 main:574] : INFO : Epoch 1672 | loss: 0.0312022 | val_loss: 0.0312019 | Time: 10411.2 ms [2022-03-21 20:49:10 main:574] : INFO : Epoch 1673 | loss: 0.0312012 | val_loss: 0.031201 | Time: 10911.4 ms [2022-03-21 20:49:17 main:574] : INFO : Epoch 1674 | loss: 0.0312001 | val_loss: 0.0312004 | Time: 6819.74 ms [2022-03-21 20:49:28 main:574] : INFO : Epoch 1675 | loss: 0.0311998 | val_loss: 0.0312046 | Time: 10848.3 ms [2022-03-21 20:49:35 main:574] : INFO : Epoch 1676 | loss: 0.0312022 | val_loss: 0.0312032 | Time: 7098.17 ms [2022-03-21 20:49:46 main:574] : INFO : Epoch 1677 | loss: 0.0312074 | val_loss: 0.0312078 | Time: 10943.4 ms [2022-03-21 20:49:53 main:574] : INFO : Epoch 1678 | loss: 0.0312065 | val_loss: 0.031203 | Time: 7009.63 ms [2022-03-21 20:50:00 main:574] : INFO : Epoch 1679 | loss: 0.0312056 | val_loss: 0.0312068 | Time: 6798.63 ms [2022-03-21 20:50:07 main:574] : INFO : Epoch 1680 | loss: 0.0312055 | val_loss: 0.0312076 | Time: 6918.23 ms [2022-03-21 20:50:17 main:574] : INFO : Epoch 1681 | loss: 0.0312017 | val_loss: 0.0312045 | Time: 10191 ms [2022-03-21 20:50:28 main:574] : INFO : Epoch 1682 | loss: 0.0312047 | val_loss: 0.0312014 | Time: 11019.2 ms [2022-03-21 20:50:35 main:574] : INFO : Epoch 1683 | loss: 0.0312057 | val_loss: 0.0312002 | Time: 6882.86 ms [2022-03-21 20:50:46 main:574] : INFO : Epoch 1684 | loss: 0.0312054 | val_loss: 0.0312019 | Time: 10923.7 ms [2022-03-21 20:50:53 main:574] : INFO : Epoch 1685 | loss: 0.0311997 | val_loss: 0.0312019 | Time: 6928.35 ms [2022-03-21 20:51:00 main:574] : INFO : Epoch 1686 | loss: 0.0312013 | val_loss: 0.0312012 | Time: 6906.88 ms [2022-03-21 20:51:07 main:574] : INFO : Epoch 1687 | loss: 0.0311996 | val_loss: 0.0312047 | Time: 6848.18 ms [2022-03-21 20:51:18 main:574] : INFO : Epoch 1688 | loss: 0.0312056 | val_loss: 0.0312014 | Time: 11118.8 ms [2022-03-21 20:51:25 main:574] : INFO : Epoch 1689 | loss: 0.0312028 | val_loss: 0.0312014 | Time: 6823.54 ms [2022-03-21 20:51:32 main:574] : INFO : Epoch 1690 | loss: 0.0312013 | val_loss: 0.0311995 | Time: 6939.79 ms [2022-03-21 20:51:39 main:574] : INFO : Epoch 1691 | loss: 0.0312023 | val_loss: 0.0312019 | Time: 7132.33 ms [2022-03-21 20:51:50 main:574] : INFO : Epoch 1692 | loss: 0.0311989 | val_loss: 0.0311984 | Time: 10964.7 ms [2022-03-21 20:51:57 main:574] : INFO : Epoch 1693 | loss: 0.0311993 | val_loss: 0.0311984 | Time: 6932.19 ms [2022-03-21 20:52:08 main:574] : INFO : Epoch 1694 | loss: 0.0312011 | val_loss: 0.0311988 | Time: 11110.9 ms [2022-03-21 20:52:15 main:574] : INFO : Epoch 1695 | loss: 0.0312018 | val_loss: 0.0311982 | Time: 6874.52 ms [2022-03-21 20:52:26 main:574] : INFO : Epoch 1696 | loss: 0.0312003 | val_loss: 0.0311983 | Time: 11017.9 ms [2022-03-21 20:52:33 main:574] : INFO : Epoch 1697 | loss: 0.0312013 | val_loss: 0.0312039 | Time: 6735.18 ms [2022-03-21 20:52:40 main:574] : INFO : Epoch 1698 | loss: 0.0311996 | val_loss: 0.0311982 | Time: 7177.32 ms [2022-03-21 20:52:47 main:574] : INFO : Epoch 1699 | loss: 0.0311984 | val_loss: 0.0311982 | Time: 6789.35 ms [2022-03-21 20:52:58 main:574] : INFO : Epoch 1700 | loss: 0.0312013 | val_loss: 0.031198 | Time: 10770.8 ms [2022-03-21 20:53:05 main:574] : INFO : Epoch 1701 | loss: 0.0312064 | val_loss: 0.0312045 | Time: 6882.19 ms [2022-03-21 20:53:12 main:574] : INFO : Epoch 1702 | loss: 0.0312003 | val_loss: 0.031202 | Time: 6965.59 ms [2022-03-21 20:53:19 main:574] : INFO : Epoch 1703 | loss: 0.0312006 | val_loss: 0.0312063 | Time: 6863.29 ms [2022-03-21 20:53:26 main:574] : INFO : Epoch 1704 | loss: 0.0311996 | val_loss: 0.0311976 | Time: 6635.17 ms [2022-03-21 20:53:33 main:574] : INFO : Epoch 1705 | loss: 0.031199 | val_loss: 0.0311994 | Time: 7021.95 ms [2022-03-21 20:53:44 main:574] : INFO : Epoch 1706 | loss: 0.0311972 | val_loss: 0.0311977 | Time: 10553.6 ms [2022-03-21 20:53:54 main:574] : INFO : Epoch 1707 | loss: 0.031197 | val_loss: 0.0311999 | Time: 10899.3 ms [2022-03-21 20:54:01 main:574] : INFO : Epoch 1708 | loss: 0.0311975 | val_loss: 0.0311975 | Time: 6906.27 ms [2022-03-21 20:54:13 main:574] : INFO : Epoch 1709 | loss: 0.0311979 | val_loss: 0.0311989 | Time: 10991 ms [2022-03-21 20:54:19 main:574] : INFO : Epoch 1710 | loss: 0.0311985 | val_loss: 0.0311986 | Time: 6891.67 ms [2022-03-21 20:54:30 main:574] : INFO : Epoch 1711 | loss: 0.0311974 | val_loss: 0.0311981 | Time: 10817.7 ms [2022-03-21 20:54:38 main:574] : INFO : Epoch 1712 | loss: 0.0311976 | val_loss: 0.0311976 | Time: 7015.75 ms [2022-03-21 20:54:49 main:574] : INFO : Epoch 1713 | loss: 0.0311987 | val_loss: 0.0312042 | Time: 10882.9 ms [2022-03-21 20:54:55 main:574] : INFO : Epoch 1714 | loss: 0.0311981 | val_loss: 0.0311977 | Time: 6838.65 ms [2022-03-21 20:55:07 main:574] : INFO : Epoch 1715 | loss: 0.0312007 | val_loss: 0.0311989 | Time: 10944.7 ms [2022-03-21 20:55:13 main:574] : INFO : Epoch 1716 | loss: 0.0312025 | val_loss: 0.0312058 | Time: 6777.37 ms [2022-03-21 20:55:24 main:574] : INFO : Epoch 1717 | loss: 0.0311991 | val_loss: 0.0311983 | Time: 10343.9 ms [2022-03-21 20:55:35 main:574] : INFO : Epoch 1718 | loss: 0.031199 | val_loss: 0.031206 | Time: 10863.5 ms [2022-03-21 20:55:42 main:574] : INFO : Epoch 1719 | loss: 0.0312054 | val_loss: 0.031209 | Time: 6851.15 ms [2022-03-21 20:55:52 main:574] : INFO : Epoch 1720 | loss: 0.0312052 | val_loss: 0.0312119 | Time: 10267.9 ms [2022-03-21 20:56:03 main:574] : INFO : Epoch 1721 | loss: 0.0312009 | val_loss: 0.0311976 | Time: 10917.8 ms [2022-03-21 20:56:10 main:574] : INFO : Epoch 1722 | loss: 0.0311994 | val_loss: 0.0311981 | Time: 6688.59 ms [2022-03-21 20:56:21 main:574] : INFO : Epoch 1723 | loss: 0.0311971 | val_loss: 0.0312 | Time: 10978.9 ms [2022-03-21 20:56:28 main:574] : INFO : Epoch 1724 | loss: 0.0312005 | val_loss: 0.0312022 | Time: 6787.59 ms [2022-03-21 20:56:39 main:574] : INFO : Epoch 1725 | loss: 0.0312027 | val_loss: 0.0312022 | Time: 10918.1 ms [2022-03-21 20:56:46 main:574] : INFO : Epoch 1726 | loss: 0.0311988 | val_loss: 0.0311991 | Time: 6900.1 ms [2022-03-21 20:56:56 main:574] : INFO : Epoch 1727 | loss: 0.0311983 | val_loss: 0.0312071 | Time: 10300.3 ms [2022-03-21 20:57:03 main:574] : INFO : Epoch 1728 | loss: 0.0312025 | val_loss: 0.0312007 | Time: 6931.68 ms [2022-03-21 20:57:10 main:574] : INFO : Epoch 1729 | loss: 0.0312027 | val_loss: 0.0312006 | Time: 6922.37 ms [2022-03-21 20:57:20 main:574] : INFO : Epoch 1730 | loss: 0.0312049 | val_loss: 0.031199 | Time: 10330.5 ms [2022-03-21 20:57:27 main:574] : INFO : Epoch 1731 | loss: 0.0312009 | val_loss: 0.0311982 | Time: 7044.19 ms [2022-03-21 20:57:34 main:574] : INFO : Epoch 1732 | loss: 0.0311981 | val_loss: 0.0311979 | Time: 6758.11 ms [2022-03-21 20:57:41 main:574] : INFO : Epoch 1733 | loss: 0.0311986 | val_loss: 0.0312026 | Time: 6939.42 ms [2022-03-21 20:57:48 main:574] : INFO : Epoch 1734 | loss: 0.0311988 | val_loss: 0.0311978 | Time: 6859.49 ms [2022-03-21 20:57:58 main:574] : INFO : Epoch 1735 | loss: 0.031197 | val_loss: 0.0311969 | Time: 10193.6 ms [2022-03-21 20:58:09 main:574] : INFO : Epoch 1736 | loss: 0.0311981 | val_loss: 0.0312041 | Time: 10786.6 ms [2022-03-21 20:58:16 main:574] : INFO : Epoch 1737 | loss: 0.0312012 | val_loss: 0.0312001 | Time: 6968.81 ms [2022-03-21 20:58:27 main:574] : INFO : Epoch 1738 | loss: 0.0311979 | val_loss: 0.0311973 | Time: 10831.2 ms [2022-03-21 20:58:34 main:574] : INFO : Epoch 1739 | loss: 0.0312009 | val_loss: 0.0311988 | Time: 6952.09 ms [2022-03-21 20:58:41 main:574] : INFO : Epoch 1740 | loss: 0.0311983 | val_loss: 0.0311987 | Time: 7246.23 ms [2022-03-21 20:58:48 main:574] : INFO : Epoch 1741 | loss: 0.0311955 | val_loss: 0.0311965 | Time: 6859.21 ms [2022-03-21 20:58:56 main:574] : INFO : Epoch 1742 | loss: 0.0311954 | val_loss: 0.0311961 | Time: 7096.42 ms [2022-03-21 20:59:02 main:574] : INFO : Epoch 1743 | loss: 0.0311948 | val_loss: 0.0311971 | Time: 6748.13 ms [2022-03-21 20:59:09 main:574] : INFO : Epoch 1744 | loss: 0.0311957 | val_loss: 0.0312011 | Time: 6922.05 ms [2022-03-21 20:59:16 main:574] : INFO : Epoch 1745 | loss: 0.0311985 | val_loss: 0.0312055 | Time: 6952.41 ms [2022-03-21 20:59:27 main:574] : INFO : Epoch 1746 | loss: 0.031197 | val_loss: 0.0311958 | Time: 10276.4 ms [2022-03-21 20:59:34 main:574] : INFO : Epoch 1747 | loss: 0.0311956 | val_loss: 0.0311964 | Time: 7048.85 ms [2022-03-21 20:59:41 main:574] : INFO : Epoch 1748 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 6837.66 ms [2022-03-21 20:59:51 main:574] : INFO : Epoch 1749 | loss: 0.0311962 | val_loss: 0.0311976 | Time: 10093 ms [2022-03-21 20:59:58 main:574] : INFO : Epoch 1750 | loss: 0.0311971 | val_loss: 0.0311967 | Time: 6953.71 ms [2022-03-21 21:00:05 main:574] : INFO : Epoch 1751 | loss: 0.031196 | val_loss: 0.0311957 | Time: 6918.94 ms [2022-03-21 21:00:15 main:574] : INFO : Epoch 1752 | loss: 0.0311968 | val_loss: 0.0311979 | Time: 10140.9 ms [2022-03-21 21:00:22 main:574] : INFO : Epoch 1753 | loss: 0.0311946 | val_loss: 0.0312015 | Time: 7055.16 ms [2022-03-21 21:00:34 main:574] : INFO : Epoch 1754 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 11392.9 ms [2022-03-21 21:00:41 main:574] : INFO : Epoch 1755 | loss: 0.0311961 | val_loss: 0.0311968 | Time: 6915.91 ms [2022-03-21 21:00:48 main:574] : INFO : Epoch 1756 | loss: 0.031195 | val_loss: 0.0311951 | Time: 7094.01 ms [2022-03-21 21:00:55 main:574] : INFO : Epoch 1757 | loss: 0.0311939 | val_loss: 0.0311953 | Time: 6857.16 ms [2022-03-21 21:01:06 main:574] : INFO : Epoch 1758 | loss: 0.031196 | val_loss: 0.0311954 | Time: 10865.5 ms [2022-03-21 21:01:13 main:574] : INFO : Epoch 1759 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 6893.38 ms [2022-03-21 21:01:19 main:574] : INFO : Epoch 1760 | loss: 0.0311942 | val_loss: 0.031195 | Time: 6846.92 ms [2022-03-21 21:01:27 main:574] : INFO : Epoch 1761 | loss: 0.0311952 | val_loss: 0.031195 | Time: 7017.07 ms [2022-03-21 21:01:34 main:574] : INFO : Epoch 1762 | loss: 0.0311931 | val_loss: 0.0312047 | Time: 6897.65 ms [2022-03-21 21:01:40 main:574] : INFO : Epoch 1763 | loss: 0.0311955 | val_loss: 0.0311956 | Time: 6924.56 ms [2022-03-21 21:01:52 main:574] : INFO : Epoch 1764 | loss: 0.0311932 | val_loss: 0.0311949 | Time: 10971.1 ms [2022-03-21 21:01:59 main:574] : INFO : Epoch 1765 | loss: 0.0311928 | val_loss: 0.0311951 | Time: 7062.13 ms [2022-03-21 21:02:06 main:574] : INFO : Epoch 1766 | loss: 0.0311959 | val_loss: 0.0311994 | Time: 6865.24 ms [2022-03-21 21:02:13 main:574] : INFO : Epoch 1767 | loss: 0.0311947 | val_loss: 0.0311996 | Time: 7053.71 ms [2022-03-21 21:02:24 main:574] : INFO : Epoch 1768 | loss: 0.031193 | val_loss: 0.0311945 | Time: 10938.3 ms [2022-03-21 21:02:31 main:574] : INFO : Epoch 1769 | loss: 0.0311943 | val_loss: 0.0311966 | Time: 7065.51 ms [2022-03-21 21:02:42 main:574] : INFO : Epoch 1770 | loss: 0.0311968 | val_loss: 0.0311962 | Time: 10863.6 ms [2022-03-21 21:02:49 main:574] : INFO : Epoch 1771 | loss: 0.0311978 | val_loss: 0.0312049 | Time: 6903.67 ms [2022-03-21 21:03:00 main:574] : INFO : Epoch 1772 | loss: 0.031198 | val_loss: 0.031197 | Time: 11092.6 ms [2022-03-21 21:03:07 main:574] : INFO : Epoch 1773 | loss: 0.0311947 | val_loss: 0.0311972 | Time: 6887.31 ms [2022-03-21 21:03:14 main:574] : INFO : Epoch 1774 | loss: 0.0311924 | val_loss: 0.0311976 | Time: 6966.53 ms [2022-03-21 21:03:21 main:574] : INFO : Epoch 1775 | loss: 0.0311961 | val_loss: 0.0311949 | Time: 6989.49 ms [2022-03-21 21:03:28 main:574] : INFO : Epoch 1776 | loss: 0.0311967 | val_loss: 0.0311948 | Time: 7073.52 ms [2022-03-21 21:03:35 main:574] : INFO : Epoch 1777 | loss: 0.0311941 | val_loss: 0.031195 | Time: 6860.87 ms [2022-03-21 21:03:46 main:574] : INFO : Epoch 1778 | loss: 0.0311929 | val_loss: 0.0311944 | Time: 11061.8 ms [2022-03-21 21:03:53 main:574] : INFO : Epoch 1779 | loss: 0.0311917 | val_loss: 0.0311944 | Time: 6922.58 ms [2022-03-21 21:04:03 main:574] : INFO : Epoch 1780 | loss: 0.0311918 | val_loss: 0.0311957 | Time: 10236.7 ms [2022-03-21 21:04:11 main:574] : INFO : Epoch 1781 | loss: 0.0311919 | val_loss: 0.0311969 | Time: 7189.38 ms [2022-03-21 21:04:21 main:574] : INFO : Epoch 1782 | loss: 0.0311917 | val_loss: 0.0311941 | Time: 10460.9 ms [2022-03-21 21:04:32 main:574] : INFO : Epoch 1783 | loss: 0.0311916 | val_loss: 0.0311941 | Time: 10857.7 ms [2022-03-21 21:04:39 main:574] : INFO : Epoch 1784 | loss: 0.0311918 | val_loss: 0.0311973 | Time: 6951.47 ms [2022-03-21 21:04:50 main:574] : INFO : Epoch 1785 | loss: 0.0311943 | val_loss: 0.0312028 | Time: 10725.2 ms [2022-03-21 21:04:57 main:574] : INFO : Epoch 1786 | loss: 0.031196 | val_loss: 0.0311949 | Time: 7004.93 ms [2022-03-21 21:05:07 main:574] : INFO : Epoch 1787 | loss: 0.0311937 | val_loss: 0.031194 | Time: 10248.3 ms [2022-03-21 21:05:18 main:574] : INFO : Epoch 1788 | loss: 0.031192 | val_loss: 0.0312003 | Time: 10303.8 ms [2022-03-21 21:05:25 main:574] : INFO : Epoch 1789 | loss: 0.0311934 | val_loss: 0.0311949 | Time: 7055.81 ms [2022-03-21 21:05:35 main:574] : INFO : Epoch 1790 | loss: 0.0311909 | val_loss: 0.0311939 | Time: 10400.9 ms [2022-03-21 21:05:46 main:574] : INFO : Epoch 1791 | loss: 0.0311921 | val_loss: 0.0311968 | Time: 11002.6 ms [2022-03-21 21:05:53 main:574] : INFO : Epoch 1792 | loss: 0.0311957 | val_loss: 0.0311997 | Time: 6968.34 ms [2022-03-21 21:06:00 main:574] : INFO : Epoch 1793 | loss: 0.0311934 | val_loss: 0.0311999 | Time: 6979.85 ms [2022-03-21 21:06:07 main:574] : INFO : Epoch 1794 | loss: 0.0311967 | val_loss: 0.0312038 | Time: 6880.27 ms [2022-03-21 21:06:18 main:574] : INFO : Epoch 1795 | loss: 0.0311965 | val_loss: 0.0312102 | Time: 10201 ms [2022-03-21 21:06:25 main:574] : INFO : Epoch 1796 | loss: 0.0311945 | val_loss: 0.0311974 | Time: 7174.67 ms [2022-03-21 21:06:35 main:574] : INFO : Epoch 1797 | loss: 0.0311928 | val_loss: 0.031194 | Time: 10343.4 ms [2022-03-21 21:06:46 main:574] : INFO : Epoch 1798 | loss: 0.0311906 | val_loss: 0.0311939 | Time: 11009.1 ms [2022-03-21 21:06:53 main:574] : INFO : Epoch 1799 | loss: 0.0311914 | val_loss: 0.031194 | Time: 6822.92 ms [2022-03-21 21:07:00 main:574] : INFO : Epoch 1800 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 6675.35 ms [2022-03-21 21:07:07 main:574] : INFO : Epoch 1801 | loss: 0.0311914 | val_loss: 0.0311977 | Time: 6933.89 ms [2022-03-21 21:07:18 main:574] : INFO : Epoch 1802 | loss: 0.0311922 | val_loss: 0.0311934 | Time: 11326.3 ms [2022-03-21 21:07:25 main:574] : INFO : Epoch 1803 | loss: 0.0311931 | val_loss: 0.031196 | Time: 6826.69 ms [2022-03-21 21:07:36 main:574] : INFO : Epoch 1804 | loss: 0.0311907 | val_loss: 0.0311952 | Time: 10954.5 ms [2022-03-21 21:07:43 main:574] : INFO : Epoch 1805 | loss: 0.0311916 | val_loss: 0.0311944 | Time: 6923.9 ms [2022-03-21 21:07:54 main:574] : INFO : Epoch 1806 | loss: 0.0311921 | val_loss: 0.0312004 | Time: 11001.1 ms [2022-03-21 21:08:01 main:574] : INFO : Epoch 1807 | loss: 0.0311919 | val_loss: 0.0312046 | Time: 6838.78 ms [2022-03-21 21:08:12 main:574] : INFO : Epoch 1808 | loss: 0.0311914 | val_loss: 0.0311985 | Time: 11042.8 ms [2022-03-21 21:08:19 main:574] : INFO : Epoch 1809 | loss: 0.031198 | val_loss: 0.0312002 | Time: 6823.52 ms [2022-03-21 21:08:26 main:574] : INFO : Epoch 1810 | loss: 0.0311948 | val_loss: 0.0311946 | Time: 6995.27 ms [2022-03-21 21:08:33 main:574] : INFO : Epoch 1811 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 6966.77 ms [2022-03-21 21:08:44 main:574] : INFO : Epoch 1812 | loss: 0.0311923 | val_loss: 0.031191 | Time: 11039.3 ms [2022-03-21 21:08:51 main:574] : INFO : Epoch 1813 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 6920.05 ms [2022-03-21 21:08:58 main:574] : INFO : Epoch 1814 | loss: 0.0311896 | val_loss: 0.0311911 | Time: 6833.41 ms [2022-03-21 21:09:05 main:574] : INFO : Epoch 1815 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 6915.82 ms [2022-03-21 21:09:17 main:574] : INFO : Epoch 1816 | loss: 0.0311893 | val_loss: 0.0311902 | Time: 11148.6 ms [2022-03-21 21:09:23 main:574] : INFO : Epoch 1817 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 6915.22 ms [2022-03-21 21:09:34 main:574] : INFO : Epoch 1818 | loss: 0.0311921 | val_loss: 0.0311935 | Time: 10776.1 ms [2022-03-21 21:09:41 main:574] : INFO : Epoch 1819 | loss: 0.031191 | val_loss: 0.0311938 | Time: 6916.4 ms [2022-03-21 21:09:52 main:574] : INFO : Epoch 1820 | loss: 0.0311932 | val_loss: 0.0311991 | Time: 10885.2 ms [2022-03-21 21:09:59 main:574] : INFO : Epoch 1821 | loss: 0.0311888 | val_loss: 0.0311907 | Time: 6982.87 ms [2022-03-21 21:10:11 main:574] : INFO : Epoch 1822 | loss: 0.0311887 | val_loss: 0.0311896 | Time: 11002.1 ms [2022-03-21 21:10:17 main:574] : INFO : Epoch 1823 | loss: 0.0311885 | val_loss: 0.0311915 | Time: 6868.36 ms [2022-03-21 21:10:29 main:574] : INFO : Epoch 1824 | loss: 0.0311868 | val_loss: 0.0311896 | Time: 11206.3 ms [2022-03-21 21:10:36 main:574] : INFO : Epoch 1825 | loss: 0.0311901 | val_loss: 0.0311899 | Time: 6866.82 ms [2022-03-21 21:10:43 main:574] : INFO : Epoch 1826 | loss: 0.03119 | val_loss: 0.0311901 | Time: 6887.24 ms [2022-03-21 21:10:50 main:574] : INFO : Epoch 1827 | loss: 0.0311857 | val_loss: 0.0311906 | Time: 6818.38 ms [2022-03-21 21:11:00 main:574] : INFO : Epoch 1828 | loss: 0.0311943 | val_loss: 0.0312293 | Time: 10332.3 ms [2022-03-21 21:11:11 main:574] : INFO : Epoch 1829 | loss: 0.0312341 | val_loss: 0.0312288 | Time: 10994.2 ms [2022-03-21 21:11:18 main:574] : INFO : Epoch 1830 | loss: 0.0312252 | val_loss: 0.0312189 | Time: 6861.85 ms [2022-03-21 21:11:29 main:574] : INFO : Epoch 1831 | loss: 0.0312189 | val_loss: 0.0312205 | Time: 11019.2 ms [2022-03-21 21:11:36 main:574] : INFO : Epoch 1832 | loss: 0.031219 | val_loss: 0.0312229 | Time: 6852.23 ms [2022-03-21 21:11:47 main:574] : INFO : Epoch 1833 | loss: 0.0312208 | val_loss: 0.0312245 | Time: 10854.6 ms [2022-03-21 21:11:54 main:574] : INFO : Epoch 1834 | loss: 0.0312229 | val_loss: 0.0312246 | Time: 6968.36 ms [2022-03-21 21:12:01 main:574] : INFO : Epoch 1835 | loss: 0.0312185 | val_loss: 0.0312159 | Time: 6793.91 ms [2022-03-21 21:12:08 main:574] : INFO : Epoch 1836 | loss: 0.0312157 | val_loss: 0.0312134 | Time: 7019.62 ms [2022-03-21 21:12:18 main:574] : INFO : Epoch 1837 | loss: 0.031219 | val_loss: 0.0312135 | Time: 10299.1 ms [2022-03-21 21:12:29 main:574] : INFO : Epoch 1838 | loss: 0.0312149 | val_loss: 0.0312108 | Time: 10845.7 ms [2022-03-21 21:12:36 main:574] : INFO : Epoch 1839 | loss: 0.0312121 | val_loss: 0.031209 | Time: 6838.45 ms [2022-03-21 21:12:46 main:574] : INFO : Epoch 1840 | loss: 0.0312068 | val_loss: 0.0312057 | Time: 10266.6 ms [2022-03-21 21:12:57 main:574] : INFO : Epoch 1841 | loss: 0.0312053 | val_loss: 0.0312069 | Time: 10810.1 ms [2022-03-21 21:13:04 main:574] : INFO : Epoch 1842 | loss: 0.0312067 | val_loss: 0.0312109 | Time: 6985.03 ms [2022-03-21 21:13:11 main:574] : INFO : Epoch 1843 | loss: 0.0312082 | val_loss: 0.0312046 | Time: 7104.58 ms [2022-03-21 21:13:18 main:574] : INFO : Epoch 1844 | loss: 0.0312052 | val_loss: 0.0312028 | Time: 6833.1 ms [2022-03-21 21:13:25 main:574] : INFO : Epoch 1845 | loss: 0.031207 | val_loss: 0.0312042 | Time: 7011.09 ms [2022-03-21 21:13:32 main:574] : INFO : Epoch 1846 | loss: 0.0312057 | val_loss: 0.0312076 | Time: 6932.87 ms [2022-03-21 21:13:44 main:574] : INFO : Epoch 1847 | loss: 0.0312054 | val_loss: 0.0312054 | Time: 11602.4 ms [2022-03-21 21:13:55 main:574] : INFO : Epoch 1848 | loss: 0.0312031 | val_loss: 0.0311996 | Time: 10800.9 ms [2022-03-21 21:14:02 main:574] : INFO : Epoch 1849 | loss: 0.0312005 | val_loss: 0.0312017 | Time: 6968.32 ms [2022-03-21 21:14:12 main:574] : INFO : Epoch 1850 | loss: 0.0312031 | val_loss: 0.0312019 | Time: 10415.6 ms [2022-03-21 21:14:19 main:574] : INFO : Epoch 1851 | loss: 0.0312002 | val_loss: 0.0311984 | Time: 6942.53 ms [2022-03-21 21:14:26 main:574] : INFO : Epoch 1852 | loss: 0.0312001 | val_loss: 0.0311992 | Time: 6774.93 ms [2022-03-21 21:14:37 main:574] : INFO : Epoch 1853 | loss: 0.0312016 | val_loss: 0.0312039 | Time: 10900.1 ms [2022-03-21 21:14:44 main:574] : INFO : Epoch 1854 | loss: 0.0312021 | val_loss: 0.0312057 | Time: 7005.6 ms [2022-03-21 21:14:55 main:574] : INFO : Epoch 1855 | loss: 0.0312027 | val_loss: 0.0312023 | Time: 10269.6 ms [2022-03-21 21:15:06 main:574] : INFO : Epoch 1856 | loss: 0.0312013 | val_loss: 0.0312022 | Time: 10887.9 ms [2022-03-21 21:15:16 main:574] : INFO : Epoch 1857 | loss: 0.0312039 | val_loss: 0.0312104 | Time: 10174 ms [2022-03-21 21:15:27 main:574] : INFO : Epoch 1858 | loss: 0.0312151 | val_loss: 0.0312187 | Time: 10457.9 ms [2022-03-21 21:15:37 main:574] : INFO : Epoch 1859 | loss: 0.0312211 | val_loss: 0.031226 | Time: 10294.2 ms [2022-03-21 21:15:44 main:574] : INFO : Epoch 1860 | loss: 0.0312452 | val_loss: 0.0312468 | Time: 7247.33 ms [2022-03-21 21:15:51 main:574] : INFO : Epoch 1861 | loss: 0.0312367 | val_loss: 0.0312324 | Time: 6775.39 ms [2022-03-21 21:15:58 main:574] : INFO : Epoch 1862 | loss: 0.0312291 | val_loss: 0.0312284 | Time: 7007.98 ms [2022-03-21 21:16:09 main:574] : INFO : Epoch 1863 | loss: 0.031226 | val_loss: 0.0312252 | Time: 11146.9 ms [2022-03-21 21:16:16 main:574] : INFO : Epoch 1864 | loss: 0.0312233 | val_loss: 0.0312247 | Time: 7006.68 ms [2022-03-21 21:16:27 main:574] : INFO : Epoch 1865 | loss: 0.0312215 | val_loss: 0.031221 | Time: 10344.2 ms [2022-03-21 21:16:34 main:574] : INFO : Epoch 1866 | loss: 0.0312195 | val_loss: 0.0312192 | Time: 7145.96 ms [2022-03-21 21:16:44 main:574] : INFO : Epoch 1867 | loss: 0.0312186 | val_loss: 0.0312203 | Time: 10308.6 ms [2022-03-21 21:16:55 main:574] : INFO : Epoch 1868 | loss: 0.0312174 | val_loss: 0.0312157 | Time: 10448.2 ms [2022-03-21 21:17:02 main:574] : INFO : Epoch 1869 | loss: 0.0312172 | val_loss: 0.0312174 | Time: 7091.59 ms [2022-03-21 21:17:09 main:574] : INFO : Epoch 1870 | loss: 0.0312137 | val_loss: 0.0312135 | Time: 6830.78 ms [2022-03-21 21:17:16 main:574] : INFO : Epoch 1871 | loss: 0.0312129 | val_loss: 0.0312102 | Time: 7016.61 ms [2022-03-21 21:17:27 main:574] : INFO : Epoch 1872 | loss: 0.0312106 | val_loss: 0.0312113 | Time: 10621.5 ms [2022-03-21 21:17:37 main:574] : INFO : Epoch 1873 | loss: 0.0312091 | val_loss: 0.0312078 | Time: 10164.9 ms [2022-03-21 21:17:47 main:574] : INFO : Epoch 1874 | loss: 0.0312079 | val_loss: 0.0312084 | Time: 10066.9 ms [2022-03-21 21:17:54 main:574] : INFO : Epoch 1875 | loss: 0.0312072 | val_loss: 0.0312071 | Time: 7060.92 ms [2022-03-21 21:18:05 main:574] : INFO : Epoch 1876 | loss: 0.0312067 | val_loss: 0.0312072 | Time: 10447.3 ms [2022-03-21 21:18:15 main:574] : INFO : Epoch 1877 | loss: 0.0312073 | val_loss: 0.0312074 | Time: 10107.1 ms [2022-03-21 21:18:26 main:574] : INFO : Epoch 1878 | loss: 0.0312065 | val_loss: 0.0312061 | Time: 10605.9 ms [2022-03-21 21:18:33 main:574] : INFO : Epoch 1879 | loss: 0.0312053 | val_loss: 0.0312062 | Time: 6908.75 ms [2022-03-21 21:18:43 main:574] : INFO : Epoch 1880 | loss: 0.0312054 | val_loss: 0.0312083 | Time: 10409.9 ms [2022-03-21 21:18:50 main:574] : INFO : Epoch 1881 | loss: 0.0312064 | val_loss: 0.0312071 | Time: 7124.04 ms [2022-03-21 21:19:01 main:574] : INFO : Epoch 1882 | loss: 0.0312055 | val_loss: 0.0312072 | Time: 10388.8 ms [2022-03-21 21:19:11 main:574] : INFO : Epoch 1883 | loss: 0.0312054 | val_loss: 0.0312105 | Time: 10142.4 ms [2022-03-21 21:19:18 main:574] : INFO : Epoch 1884 | loss: 0.0312063 | val_loss: 0.0312047 | Time: 7060.21 ms [2022-03-21 21:19:25 main:574] : INFO : Epoch 1885 | loss: 0.0312035 | val_loss: 0.0312045 | Time: 6724.15 ms [2022-03-21 21:19:32 main:574] : INFO : Epoch 1886 | loss: 0.0312043 | val_loss: 0.031211 | Time: 7098.74 ms [2022-03-21 21:19:39 main:574] : INFO : Epoch 1887 | loss: 0.031206 | val_loss: 0.0312042 | Time: 6724.1 ms [2022-03-21 21:19:46 main:574] : INFO : Epoch 1888 | loss: 0.0312034 | val_loss: 0.0312059 | Time: 6853.08 ms [2022-03-21 21:19:53 main:574] : INFO : Epoch 1889 | loss: 0.031203 | val_loss: 0.0312036 | Time: 7004.74 ms [2022-03-21 21:20:03 main:574] : INFO : Epoch 1890 | loss: 0.031205 | val_loss: 0.0312056 | Time: 10371.1 ms [2022-03-21 21:20:11 main:574] : INFO : Epoch 1891 | loss: 0.0312031 | val_loss: 0.0312032 | Time: 7181.84 ms [2022-03-21 21:20:21 main:574] : INFO : Epoch 1892 | loss: 0.0312027 | val_loss: 0.0312068 | Time: 10519.5 ms [2022-03-21 21:20:32 main:574] : INFO : Epoch 1893 | loss: 0.0312026 | val_loss: 0.0312021 | Time: 11007.8 ms [2022-03-21 21:20:39 main:574] : INFO : Epoch 1894 | loss: 0.0312028 | val_loss: 0.0312036 | Time: 7006.92 ms [2022-03-21 21:20:51 main:574] : INFO : Epoch 1895 | loss: 0.0312014 | val_loss: 0.0312022 | Time: 11077.5 ms [2022-03-21 21:20:58 main:574] : INFO : Epoch 1896 | loss: 0.0312018 | val_loss: 0.031204 | Time: 7296.17 ms [2022-03-21 21:21:05 main:574] : INFO : Epoch 1897 | loss: 0.0312037 | val_loss: 0.0312027 | Time: 7174.2 ms [2022-03-21 21:21:16 main:574] : INFO : Epoch 1898 | loss: 0.0312006 | val_loss: 0.0312005 | Time: 10961.6 ms [2022-03-21 21:21:24 main:574] : INFO : Epoch 1899 | loss: 0.0312017 | val_loss: 0.0312051 | Time: 7313.74 ms [2022-03-21 21:21:31 main:574] : INFO : Epoch 1900 | loss: 0.0312009 | val_loss: 0.0312005 | Time: 7167.86 ms [2022-03-21 21:21:38 main:574] : INFO : Epoch 1901 | loss: 0.0311993 | val_loss: 0.0312057 | Time: 6760.02 ms [2022-03-21 21:21:45 main:574] : INFO : Epoch 1902 | loss: 0.0312026 | val_loss: 0.0312004 | Time: 7067.82 ms [2022-03-21 21:21:52 main:574] : INFO : Epoch 1903 | loss: 0.0311991 | val_loss: 0.0311981 | Time: 6817.57 ms [2022-03-21 21:21:59 main:574] : INFO : Epoch 1904 | loss: 0.0312004 | val_loss: 0.0311995 | Time: 7184.79 ms [2022-03-21 21:22:10 main:574] : INFO : Epoch 1905 | loss: 0.0311991 | val_loss: 0.0311975 | Time: 11294.6 ms [2022-03-21 21:22:17 main:574] : INFO : Epoch 1906 | loss: 0.0311984 | val_loss: 0.031197 | Time: 6853.03 ms [2022-03-21 21:22:28 main:574] : INFO : Epoch 1907 | loss: 0.0312001 | val_loss: 0.031199 | Time: 10568.7 ms [2022-03-21 21:22:35 main:574] : INFO : Epoch 1908 | loss: 0.0311981 | val_loss: 0.0311985 | Time: 7080.17 ms [2022-03-21 21:22:46 main:574] : INFO : Epoch 1909 | loss: 0.0312012 | val_loss: 0.0312016 | Time: 10678.4 ms [2022-03-21 21:22:56 main:574] : INFO : Epoch 1910 | loss: 0.0311976 | val_loss: 0.0312006 | Time: 10171.4 ms [2022-03-21 21:23:03 main:574] : INFO : Epoch 1911 | loss: 0.0311998 | val_loss: 0.0312047 | Time: 7129.48 ms [2022-03-21 21:23:13 main:574] : INFO : Epoch 1912 | loss: 0.0311976 | val_loss: 0.0311979 | Time: 10329.1 ms [2022-03-21 21:23:24 main:574] : INFO : Epoch 1913 | loss: 0.0311977 | val_loss: 0.0311964 | Time: 10305.2 ms [2022-03-21 21:23:31 main:574] : INFO : Epoch 1914 | loss: 0.0311967 | val_loss: 0.031195 | Time: 7137.76 ms [2022-03-21 21:23:41 main:574] : INFO : Epoch 1915 | loss: 0.0311966 | val_loss: 0.0311947 | Time: 10042.4 ms [2022-03-21 21:23:52 main:574] : INFO : Epoch 1916 | loss: 0.0311968 | val_loss: 0.031195 | Time: 10401.5 ms [2022-03-21 21:23:59 main:574] : INFO : Epoch 1917 | loss: 0.0311959 | val_loss: 0.0311938 | Time: 7108.09 ms [2022-03-21 21:24:06 main:574] : INFO : Epoch 1918 | loss: 0.031196 | val_loss: 0.0311943 | Time: 6794.67 ms [2022-03-21 21:24:13 main:574] : INFO : Epoch 1919 | loss: 0.0311948 | val_loss: 0.0311947 | Time: 7194.75 ms [2022-03-21 21:24:23 main:574] : INFO : Epoch 1920 | loss: 0.0311967 | val_loss: 0.0311929 | Time: 10146.6 ms [2022-03-21 21:24:34 main:574] : INFO : Epoch 1921 | loss: 0.0311946 | val_loss: 0.031192 | Time: 10375.7 ms [2022-03-21 21:24:44 main:574] : INFO : Epoch 1922 | loss: 0.0311939 | val_loss: 0.0311907 | Time: 10274.2 ms [2022-03-21 21:24:51 main:574] : INFO : Epoch 1923 | loss: 0.0311925 | val_loss: 0.03119 | Time: 7085.15 ms [2022-03-21 21:24:58 main:574] : INFO : Epoch 1924 | loss: 0.0311927 | val_loss: 0.0311894 | Time: 6858.24 ms [2022-03-21 21:25:05 main:574] : INFO : Epoch 1925 | loss: 0.0311919 | val_loss: 0.0311902 | Time: 7016.97 ms [2022-03-21 21:25:16 main:574] : INFO : Epoch 1926 | loss: 0.0311919 | val_loss: 0.0311897 | Time: 10445.6 ms [2022-03-21 21:25:27 main:574] : INFO : Epoch 1927 | loss: 0.0311922 | val_loss: 0.0311907 | Time: 10922 ms [2022-03-21 21:25:34 main:574] : INFO : Epoch 1928 | loss: 0.0311916 | val_loss: 0.0311894 | Time: 6768.82 ms [2022-03-21 21:25:41 main:574] : INFO : Epoch 1929 | loss: 0.03119 | val_loss: 0.0311881 | Time: 6930.49 ms [2022-03-21 21:25:48 main:574] : INFO : Epoch 1930 | loss: 0.0311898 | val_loss: 0.0311885 | Time: 7051.72 ms [2022-03-21 21:25:58 main:574] : INFO : Epoch 1931 | loss: 0.0311895 | val_loss: 0.0311877 | Time: 10169 ms [2022-03-21 21:26:05 main:574] : INFO : Epoch 1932 | loss: 0.0311918 | val_loss: 0.0311875 | Time: 7131.81 ms [2022-03-21 21:26:16 main:574] : INFO : Epoch 1933 | loss: 0.031189 | val_loss: 0.0311871 | Time: 10571.2 ms [2022-03-21 21:26:27 main:574] : INFO : Epoch 1934 | loss: 0.0311916 | val_loss: 0.031196 | Time: 10857 ms [2022-03-21 21:26:34 main:574] : INFO : Epoch 1935 | loss: 0.0311923 | val_loss: 0.0311954 | Time: 6884.5 ms [2022-03-21 21:26:45 main:574] : INFO : Epoch 1936 | loss: 0.0311931 | val_loss: 0.0311879 | Time: 10917.9 ms [2022-03-21 21:26:52 main:574] : INFO : Epoch 1937 | loss: 0.0311919 | val_loss: 0.0311872 | Time: 6967.6 ms [2022-03-21 21:27:03 main:574] : INFO : Epoch 1938 | loss: 0.0311898 | val_loss: 0.0311905 | Time: 11015.1 ms [2022-03-21 21:27:10 main:574] : INFO : Epoch 1939 | loss: 0.031188 | val_loss: 0.0311873 | Time: 7012.96 ms [2022-03-21 21:27:20 main:574] : INFO : Epoch 1940 | loss: 0.0311868 | val_loss: 0.0311868 | Time: 10314.3 ms [2022-03-21 21:27:31 main:574] : INFO : Epoch 1941 | loss: 0.0311868 | val_loss: 0.0311906 | Time: 10847.7 ms [2022-03-21 21:27:38 main:574] : INFO : Epoch 1942 | loss: 0.031188 | val_loss: 0.0311868 | Time: 6953.18 ms [2022-03-21 21:27:49 main:574] : INFO : Epoch 1943 | loss: 0.0311872 | val_loss: 0.0311877 | Time: 10862.5 ms [2022-03-21 21:27:56 main:574] : INFO : Epoch 1944 | loss: 0.031187 | val_loss: 0.0311922 | Time: 6804.14 ms [2022-03-21 21:28:07 main:574] : INFO : Epoch 1945 | loss: 0.0311894 | val_loss: 0.031194 | Time: 11010 ms [2022-03-21 21:28:14 main:574] : INFO : Epoch 1946 | loss: 0.0311891 | val_loss: 0.0311872 | Time: 6869.42 ms [2022-03-21 21:28:24 main:574] : INFO : Epoch 1947 | loss: 0.0311871 | val_loss: 0.0311877 | Time: 10271.8 ms [2022-03-21 21:28:32 main:574] : INFO : Epoch 1948 | loss: 0.0311887 | val_loss: 0.031193 | Time: 7157.37 ms [2022-03-21 21:28:39 main:574] : INFO : Epoch 1949 | loss: 0.0311909 | val_loss: 0.0311944 | Time: 6957.34 ms [2022-03-21 21:28:46 main:574] : INFO : Epoch 1950 | loss: 0.0311874 | val_loss: 0.0311867 | Time: 7163.93 ms [2022-03-21 21:28:57 main:574] : INFO : Epoch 1951 | loss: 0.0311854 | val_loss: 0.0311865 | Time: 11248.5 ms [2022-03-21 21:29:04 main:574] : INFO : Epoch 1952 | loss: 0.0311851 | val_loss: 0.0311854 | Time: 6928.41 ms [2022-03-21 21:29:15 main:574] : INFO : Epoch 1953 | loss: 0.031185 | val_loss: 0.0311854 | Time: 11040.5 ms [2022-03-21 21:29:22 main:574] : INFO : Epoch 1954 | loss: 0.0311849 | val_loss: 0.0311846 | Time: 6862.65 ms [2022-03-21 21:29:33 main:574] : INFO : Epoch 1955 | loss: 0.0311848 | val_loss: 0.0311846 | Time: 10338.7 ms [2022-03-21 21:29:43 main:574] : INFO : Epoch 1956 | loss: 0.0311847 | val_loss: 0.0311845 | Time: 10139.5 ms [2022-03-21 21:29:50 main:574] : INFO : Epoch 1957 | loss: 0.0311846 | val_loss: 0.0311896 | Time: 6990.46 ms [2022-03-21 21:29:57 main:574] : INFO : Epoch 1958 | loss: 0.0311856 | val_loss: 0.0311849 | Time: 6753.01 ms [2022-03-21 21:30:04 main:574] : INFO : Epoch 1959 | loss: 0.0311857 | val_loss: 0.0311872 | Time: 7155.25 ms [2022-03-21 21:30:15 main:574] : INFO : Epoch 1960 | loss: 0.0311848 | val_loss: 0.0311851 | Time: 10614.1 ms [2022-03-21 21:30:22 main:574] : INFO : Epoch 1961 | loss: 0.0311841 | val_loss: 0.0311845 | Time: 7124.39 ms [2022-03-21 21:30:29 main:574] : INFO : Epoch 1962 | loss: 0.0311848 | val_loss: 0.0311847 | Time: 6744.8 ms [2022-03-21 21:30:40 main:574] : INFO : Epoch 1963 | loss: 0.0311843 | val_loss: 0.0311855 | Time: 10861.2 ms [2022-03-21 21:30:47 main:574] : INFO : Epoch 1964 | loss: 0.0311855 | val_loss: 0.0311873 | Time: 7001.75 ms [2022-03-21 21:30:54 main:574] : INFO : Epoch 1965 | loss: 0.0311909 | val_loss: 0.0311873 | Time: 7181.71 ms [2022-03-21 21:31:01 main:574] : INFO : Epoch 1966 | loss: 0.0311867 | val_loss: 0.0311851 | Time: 6727.54 ms [2022-03-21 21:31:08 main:574] : INFO : Epoch 1967 | loss: 0.0311837 | val_loss: 0.0311872 | Time: 7124.31 ms [2022-03-21 21:31:15 main:574] : INFO : Epoch 1968 | loss: 0.0311868 | val_loss: 0.031189 | Time: 6834.94 ms [2022-03-21 21:31:22 main:574] : INFO : Epoch 1969 | loss: 0.0311872 | val_loss: 0.0311885 | Time: 7194.82 ms [2022-03-21 21:31:29 main:574] : INFO : Epoch 1970 | loss: 0.0311842 | val_loss: 0.0311873 | Time: 6742.04 ms [2022-03-21 21:31:40 main:574] : INFO : Epoch 1971 | loss: 0.0311867 | val_loss: 0.0311885 | Time: 10882.6 ms [2022-03-21 21:31:47 main:574] : INFO : Epoch 1972 | loss: 0.0311848 | val_loss: 0.0311843 | Time: 6814.41 ms [2022-03-21 21:31:58 main:574] : INFO : Epoch 1973 | loss: 0.031183 | val_loss: 0.0311846 | Time: 11023 ms [2022-03-21 21:32:04 main:574] : INFO : Epoch 1974 | loss: 0.0311833 | val_loss: 0.0311842 | Time: 6798.49 ms [2022-03-21 21:32:15 main:574] : INFO : Epoch 1975 | loss: 0.0311827 | val_loss: 0.0311862 | Time: 10185.6 ms [2022-03-21 21:32:22 main:574] : INFO : Epoch 1976 | loss: 0.0311842 | val_loss: 0.0311845 | Time: 7073.33 ms [2022-03-21 21:32:29 main:574] : INFO : Epoch 1977 | loss: 0.0311835 | val_loss: 0.031186 | Time: 6843.4 ms [2022-03-21 21:32:36 main:574] : INFO : Epoch 1978 | loss: 0.0311844 | val_loss: 0.0311887 | Time: 7183.36 ms [2022-03-21 21:32:47 main:574] : INFO : Epoch 1979 | loss: 0.0311838 | val_loss: 0.0311856 | Time: 10497 ms [2022-03-21 21:32:57 main:574] : INFO : Epoch 1980 | loss: 0.0311828 | val_loss: 0.0311863 | Time: 10795.9 ms [2022-03-21 21:33:05 main:574] : INFO : Epoch 1981 | loss: 0.0311837 | val_loss: 0.0311866 | Time: 7029.06 ms [2022-03-21 21:33:15 main:574] : INFO : Epoch 1982 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 10352 ms [2022-03-21 21:33:22 main:574] : INFO : Epoch 1983 | loss: 0.031183 | val_loss: 0.0311848 | Time: 7038.05 ms [2022-03-21 21:33:32 main:574] : INFO : Epoch 1984 | loss: 0.0311848 | val_loss: 0.0311877 | Time: 10296.2 ms [2022-03-21 21:33:39 main:574] : INFO : Epoch 1985 | loss: 0.0311831 | val_loss: 0.0311846 | Time: 6821.57 ms [2022-03-21 21:33:46 main:574] : INFO : Epoch 1986 | loss: 0.0311826 | val_loss: 0.0311858 | Time: 7041.9 ms [2022-03-21 21:33:53 main:574] : INFO : Epoch 1987 | loss: 0.0311837 | val_loss: 0.0311875 | Time: 7071.46 ms [2022-03-21 21:34:01 main:574] : INFO : Epoch 1988 | loss: 0.0311833 | val_loss: 0.031184 | Time: 7001.56 ms [2022-03-21 21:34:12 main:574] : INFO : Epoch 1989 | loss: 0.0311818 | val_loss: 0.0311839 | Time: 10954.2 ms [2022-03-21 21:34:19 main:574] : INFO : Epoch 1990 | loss: 0.0311821 | val_loss: 0.0311881 | Time: 6960.12 ms [2022-03-21 21:34:30 main:574] : INFO : Epoch 1991 | loss: 0.0311843 | val_loss: 0.0311884 | Time: 10940.9 ms [2022-03-21 21:34:37 main:574] : INFO : Epoch 1992 | loss: 0.031183 | val_loss: 0.0311838 | Time: 6867.39 ms [2022-03-21 21:34:47 main:574] : INFO : Epoch 1993 | loss: 0.0311818 | val_loss: 0.0311839 | Time: 10229.6 ms [2022-03-21 21:34:58 main:574] : INFO : Epoch 1994 | loss: 0.0311815 | val_loss: 0.0311826 | Time: 10878 ms [2022-03-21 21:35:05 main:574] : INFO : Epoch 1995 | loss: 0.0311812 | val_loss: 0.0311823 | Time: 6815.95 ms [2022-03-21 21:35:16 main:574] : INFO : Epoch 1996 | loss: 0.0311811 | val_loss: 0.0311814 | Time: 11005 ms [2022-03-21 21:35:23 main:574] : INFO : Epoch 1997 | loss: 0.0311805 | val_loss: 0.0311815 | Time: 6877.53 ms [2022-03-21 21:35:34 main:574] : INFO : Epoch 1998 | loss: 0.0311809 | val_loss: 0.0311811 | Time: 11193.8 ms [2022-03-21 21:35:41 main:574] : INFO : Epoch 1999 | loss: 0.0311808 | val_loss: 0.0311812 | Time: 6798.38 ms [2022-03-21 21:35:52 main:574] : INFO : Epoch 2000 | loss: 0.0311815 | val_loss: 0.03118 | Time: 10694.9 ms [2022-03-21 21:35:59 main:574] : INFO : Epoch 2001 | loss: 0.0311815 | val_loss: 0.0311803 | Time: 6962.34 ms [2022-03-21 21:36:06 main:574] : INFO : Epoch 2002 | loss: 0.0311824 | val_loss: 0.0311797 | Time: 6810.59 ms [2022-03-21 21:36:13 main:574] : INFO : Epoch 2003 | loss: 0.0311806 | val_loss: 0.0311789 | Time: 6898.23 ms [2022-03-21 21:36:23 main:574] : INFO : Epoch 2004 | loss: 0.0311798 | val_loss: 0.0311783 | Time: 10095.7 ms [2022-03-21 21:36:30 main:574] : INFO : Epoch 2005 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 6861.06 ms [2022-03-21 21:36:37 main:574] : INFO : Epoch 2006 | loss: 0.0311803 | val_loss: 0.0311786 | Time: 7005.56 ms [2022-03-21 21:36:47 main:574] : INFO : Epoch 2007 | loss: 0.0311814 | val_loss: 0.0311788 | Time: 10395.7 ms [2022-03-21 21:36:54 main:574] : INFO : Epoch 2008 | loss: 0.0311808 | val_loss: 0.0311858 | Time: 7104.02 ms [2022-03-21 21:37:01 main:574] : INFO : Epoch 2009 | loss: 0.0311816 | val_loss: 0.0311787 | Time: 6773.55 ms [2022-03-21 21:37:12 main:574] : INFO : Epoch 2010 | loss: 0.0311807 | val_loss: 0.0311789 | Time: 10847.4 ms [2022-03-21 21:37:19 main:574] : INFO : Epoch 2011 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 6832.77 ms [2022-03-21 21:37:29 main:574] : INFO : Epoch 2012 | loss: 0.0311796 | val_loss: 0.0311782 | Time: 10153.5 ms [2022-03-21 21:37:39 main:574] : INFO : Epoch 2013 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 10086 ms [2022-03-21 21:37:46 main:574] : INFO : Epoch 2014 | loss: 0.0311784 | val_loss: 0.03118 | Time: 6978.79 ms [2022-03-21 21:37:53 main:574] : INFO : Epoch 2015 | loss: 0.0311784 | val_loss: 0.0311784 | Time: 6780.99 ms [2022-03-21 21:38:03 main:574] : INFO : Epoch 2016 | loss: 0.0311781 | val_loss: 0.0311783 | Time: 10105.7 ms [2022-03-21 21:38:13 main:574] : INFO : Epoch 2017 | loss: 0.0311785 | val_loss: 0.031179 | Time: 9989.3 ms [2022-03-21 21:38:24 main:574] : INFO : Epoch 2018 | loss: 0.0311785 | val_loss: 0.0311777 | Time: 10092.4 ms [2022-03-21 21:38:31 main:574] : INFO : Epoch 2019 | loss: 0.0311776 | val_loss: 0.031179 | Time: 7220.46 ms [2022-03-21 21:38:38 main:574] : INFO : Epoch 2020 | loss: 0.0311777 | val_loss: 0.0311791 | Time: 6741.84 ms [2022-03-21 21:38:45 main:574] : INFO : Epoch 2021 | loss: 0.0311779 | val_loss: 0.0311786 | Time: 7009.18 ms [2022-03-21 21:38:55 main:574] : INFO : Epoch 2022 | loss: 0.0311809 | val_loss: 0.031183 | Time: 10445.9 ms [2022-03-21 21:39:06 main:574] : INFO : Epoch 2023 | loss: 0.0311807 | val_loss: 0.0311816 | Time: 10899.3 ms [2022-03-21 21:39:13 main:574] : INFO : Epoch 2024 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 6849.1 ms [2022-03-21 21:39:20 main:574] : INFO : Epoch 2025 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 6594.21 ms [2022-03-21 21:39:27 main:574] : INFO : Epoch 2026 | loss: 0.0311794 | val_loss: 0.0311789 | Time: 7067.09 ms [2022-03-21 21:39:34 main:574] : INFO : Epoch 2027 | loss: 0.0311788 | val_loss: 0.03118 | Time: 6610.13 ms [2022-03-21 21:39:41 main:574] : INFO : Epoch 2028 | loss: 0.0311791 | val_loss: 0.0311789 | Time: 7091.32 ms [2022-03-21 21:39:48 main:574] : INFO : Epoch 2029 | loss: 0.0311803 | val_loss: 0.0311815 | Time: 6624.49 ms [2022-03-21 21:39:54 main:574] : INFO : Epoch 2030 | loss: 0.0311825 | val_loss: 0.031185 | Time: 6841.18 ms [2022-03-21 21:40:01 main:574] : INFO : Epoch 2031 | loss: 0.0311824 | val_loss: 0.0311825 | Time: 6919.33 ms [2022-03-21 21:40:08 main:574] : INFO : Epoch 2032 | loss: 0.0311808 | val_loss: 0.0311784 | Time: 6971.91 ms [2022-03-21 21:40:15 main:574] : INFO : Epoch 2033 | loss: 0.0311785 | val_loss: 0.0311781 | Time: 6990.93 ms [2022-03-21 21:40:26 main:574] : INFO : Epoch 2034 | loss: 0.0311782 | val_loss: 0.031178 | Time: 10284.7 ms [2022-03-21 21:40:33 main:574] : INFO : Epoch 2035 | loss: 0.0311774 | val_loss: 0.0311772 | Time: 7147.29 ms [2022-03-21 21:40:44 main:574] : INFO : Epoch 2036 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 10493.7 ms [2022-03-21 21:40:51 main:574] : INFO : Epoch 2037 | loss: 0.0311797 | val_loss: 0.031183 | Time: 7126.38 ms [2022-03-21 21:40:58 main:574] : INFO : Epoch 2038 | loss: 0.0311792 | val_loss: 0.0311838 | Time: 7004.53 ms [2022-03-21 21:41:09 main:574] : INFO : Epoch 2039 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 10726.2 ms [2022-03-21 21:41:16 main:574] : INFO : Epoch 2040 | loss: 0.0311782 | val_loss: 0.0311769 | Time: 6830.58 ms [2022-03-21 21:41:26 main:574] : INFO : Epoch 2041 | loss: 0.0311814 | val_loss: 0.0311836 | Time: 10243.9 ms [2022-03-21 21:41:33 main:574] : INFO : Epoch 2042 | loss: 0.0311783 | val_loss: 0.0311773 | Time: 7076.86 ms [2022-03-21 21:41:44 main:574] : INFO : Epoch 2043 | loss: 0.0311782 | val_loss: 0.031178 | Time: 10578.7 ms [2022-03-21 21:41:55 main:574] : INFO : Epoch 2044 | loss: 0.0311797 | val_loss: 0.0311842 | Time: 10993.5 ms [2022-03-21 21:42:02 main:574] : INFO : Epoch 2045 | loss: 0.0311797 | val_loss: 0.0311835 | Time: 6818.77 ms [2022-03-21 21:42:12 main:574] : INFO : Epoch 2046 | loss: 0.0311795 | val_loss: 0.0311815 | Time: 10308.1 ms [2022-03-21 21:42:19 main:574] : INFO : Epoch 2047 | loss: 0.0311812 | val_loss: 0.0311775 | Time: 7093.34 ms [2022-03-21 21:42:26 main:574] : INFO : Epoch 2048 | loss: 0.0311771 | val_loss: 0.0311771 | Time: 6841.94 ms [2022-03-21 21:42:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311771 [2022-03-21 21:42:26 main:603] : INFO : Saving end state to config to file [2022-03-21 21:42:26 main:608] : INFO : Success, exiting.. 21:42:26 (10072): 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)