Task 14595149
| Name | ParityModified-1647043889-16965-3-0_2 |
| Workunit | 11152047 |
| Created | 10 Apr 2022, 8:41:15 UTC |
| Sent | 10 Apr 2022, 9:50:58 UTC |
| Report deadline | 18 Apr 2022, 9:50:58 UTC |
| Received | 10 Apr 2022, 14:52:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 6 min 35 sec |
| CPU time | 1 hours 5 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 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: 0.0311994 | val_loss: 0.0312071 | Time: 1945.53 ms
[2022-04-10 15:34:59 main:574] : INFO : Epoch 1543 | loss: 0.0311978 | val_loss: 0.0311984 | Time: 1936.05 ms
[2022-04-10 15:35:01 main:574] : INFO : Epoch 1544 | loss: 0.031195 | val_loss: 0.0311989 | Time: 1946.86 ms
[2022-04-10 15:35:03 main:574] : INFO : Epoch 1545 | loss: 0.0311954 | val_loss: 0.0311985 | Time: 1940.27 ms
[2022-04-10 15:35:05 main:574] : INFO : Epoch 1546 | loss: 0.0311951 | val_loss: 0.0312009 | Time: 1940.81 ms
[2022-04-10 15:35:07 main:574] : INFO : Epoch 1547 | loss: 0.0311952 | val_loss: 0.0311999 | Time: 1933.9 ms
[2022-04-10 15:35:09 main:574] : INFO : Epoch 1548 | loss: 0.031195 | val_loss: 0.0311994 | Time: 1937.3 ms
[2022-04-10 15:35:11 main:574] : INFO : Epoch 1549 | loss: 0.0311945 | val_loss: 0.0311989 | Time: 1931.75 ms
[2022-04-10 15:35:13 main:574] : INFO : Epoch 1550 | loss: 0.0311945 | val_loss: 0.0311993 | Time: 1947 ms
[2022-04-10 15:35:15 main:574] : INFO : Epoch 1551 | loss: 0.031195 | val_loss: 0.0311985 | Time: 1942.23 ms
[2022-04-10 15:35:17 main:574] : INFO : Epoch 1552 | loss: 0.0311946 | val_loss: 0.0311987 | Time: 1951.67 ms
[2022-04-10 15:35:19 main:574] : INFO : Epoch 1553 | loss: 0.0311946 | val_loss: 0.0311992 | Time: 1933.66 ms
[2022-04-10 15:35:21 main:574] : INFO : Epoch 1554 | loss: 0.0311958 | val_loss: 0.0311997 | Time: 1945.58 ms
[2022-04-10 15:35:22 main:574] : INFO : Epoch 1555 | loss: 0.0311944 | val_loss: 0.0311991 | Time: 1941.2 ms
[2022-04-10 15:35:24 main:574] : INFO : Epoch 1556 | loss: 0.0311944 | val_loss: 0.0312023 | Time: 1950.27 ms
[2022-04-10 15:35:26 main:574] : INFO : Epoch 1557 | loss: 0.0311951 | val_loss: 0.0311998 | Time: 1942.39 ms
[2022-04-10 15:35:28 main:574] : INFO : Epoch 1558 | loss: 0.0311946 | val_loss: 0.0312003 | Time: 1947.9 ms
[2022-04-10 15:35:30 main:574] : INFO : Epoch 1559 | loss: 0.0311956 | val_loss: 0.0311993 | Time: 1945.66 ms
[2022-04-10 15:35:32 main:574] : INFO : Epoch 1560 | loss: 0.0311945 | val_loss: 0.0312002 | Time: 1943.85 ms
[2022-04-10 15:35:34 main:574] : INFO : Epoch 1561 | loss: 0.0311944 | val_loss: 0.0312009 | Time: 1938.94 ms
[2022-04-10 15:35:36 main:574] : INFO : Epoch 1562 | loss: 0.0311946 | val_loss: 0.0312011 | Time: 1939.72 ms
[2022-04-10 15:35:38 main:574] : INFO : Epoch 1563 | loss: 0.0311951 | val_loss: 0.0312009 | Time: 1942.58 ms
[2022-04-10 15:35:40 main:574] : INFO : Epoch 1564 | loss: 0.0311946 | val_loss: 0.0312011 | Time: 1945.52 ms
[2022-04-10 15:35:42 main:574] : INFO : Epoch 1565 | loss: 0.0311969 | val_loss: 0.0312006 | Time: 1954.27 ms
[2022-04-10 15:35:44 main:574] : INFO : Epoch 1566 | loss: 0.031197 | val_loss: 0.0312008 | Time: 1944.64 ms
[2022-04-10 15:35:46 main:574] : INFO : Epoch 1567 | loss: 0.031197 | val_loss: 0.0312071 | Time: 1923.23 ms
[2022-04-10 15:35:48 main:574] : INFO : Epoch 1568 | loss: 0.0311967 | val_loss: 0.0311995 | Time: 1941.18 ms
[2022-04-10 15:35:50 main:574] : INFO : Epoch 1569 | loss: 0.0311944 | val_loss: 0.0311986 | Time: 1943.56 ms
[2022-04-10 15:35:52 main:574] : INFO : Epoch 1570 | loss: 0.0311953 | val_loss: 0.0312001 | Time: 1933.06 ms
[2022-04-10 15:35:54 main:574] : INFO : Epoch 1571 | loss: 0.0311957 | val_loss: 0.0311992 | Time: 1931.67 ms
[2022-04-10 15:35:56 main:574] : INFO : Epoch 1572 | loss: 0.0311949 | val_loss: 0.0311989 | Time: 1952.95 ms
[2022-04-10 15:35:58 main:574] : INFO : Epoch 1573 | loss: 0.0311951 | val_loss: 0.0311998 | Time: 1946 ms
[2022-04-10 15:36:00 main:574] : INFO : Epoch 1574 | loss: 0.0311944 | val_loss: 0.0312081 | Time: 1949.47 ms
[2022-04-10 15:36:01 main:574] : INFO : Epoch 1575 | loss: 0.0311961 | val_loss: 0.0312078 | Time: 1949.38 ms
[2022-04-10 15:36:03 main:574] : INFO : Epoch 1576 | loss: 0.0311971 | val_loss: 0.0312085 | Time: 1946.54 ms
[2022-04-10 15:36:05 main:574] : INFO : Epoch 1577 | loss: 0.031196 | val_loss: 0.0312098 | Time: 1944.8 ms
[2022-04-10 15:36:07 main:574] : INFO : Epoch 1578 | loss: 0.0311957 | val_loss: 0.0312077 | Time: 1940.62 ms
[2022-04-10 15:36:09 main:574] : INFO : Epoch 1579 | loss: 0.0311938 | val_loss: 0.0312093 | Time: 1941.05 ms
[2022-04-10 15:36:11 main:574] : INFO : Epoch 1580 | loss: 0.0311936 | val_loss: 0.0312007 | Time: 1936.28 ms
[2022-04-10 15:36:13 main:574] : INFO : Epoch 1581 | loss: 0.0311943 | val_loss: 0.0312088 | Time: 1943.15 ms
[2022-04-10 15:36:15 main:574] : INFO : Epoch 1582 | loss: 0.0311957 | val_loss: 0.0312083 | Time: 1942.19 ms
[2022-04-10 15:36:17 main:574] : INFO : Epoch 1583 | loss: 0.0311962 | val_loss: 0.0312108 | Time: 1941.09 ms
[2022-04-10 15:36:19 main:574] : INFO : Epoch 1584 | loss: 0.0311957 | val_loss: 0.0312099 | Time: 1932.6 ms
[2022-04-10 15:36:21 main:574] : INFO : Epoch 1585 | loss: 0.0311963 | val_loss: 0.0312096 | Time: 1934.43 ms
[2022-04-10 15:36:23 main:574] : INFO : Epoch 1586 | loss: 0.0311965 | val_loss: 0.0312016 | Time: 1944.05 ms
[2022-04-10 15:36:25 main:574] : INFO : Epoch 1587 | loss: 0.0311962 | val_loss: 0.0312052 | Time: 1936.7 ms
[2022-04-10 15:36:27 main:574] : INFO : Epoch 1588 | loss: 0.0311951 | val_loss: 0.0312049 | Time: 1936.79 ms
[2022-04-10 15:36:29 main:574] : INFO : Epoch 1589 | loss: 0.0311945 | val_loss: 0.0312081 | Time: 1941.87 ms
[2022-04-10 15:36:31 main:574] : INFO : Epoch 1590 | loss: 0.0311942 | val_loss: 0.0312028 | Time: 1934.07 ms
[2022-04-10 15:36:33 main:574] : INFO : Epoch 1591 | loss: 0.0311954 | val_loss: 0.0311994 | Time: 1936.52 ms
[2022-04-10 15:36:35 main:574] : INFO : Epoch 1592 | loss: 0.0311952 | val_loss: 0.0312001 | Time: 1944.05 ms
[2022-04-10 15:36:36 main:574] : INFO : Epoch 1593 | loss: 0.0311942 | val_loss: 0.0311989 | Time: 1942.45 ms
[2022-04-10 15:36:38 main:574] : INFO : Epoch 1594 | loss: 0.0311937 | val_loss: 0.0312042 | Time: 1937.95 ms
[2022-04-10 15:36:40 main:574] : INFO : Epoch 1595 | loss: 0.0311934 | val_loss: 0.031199 | Time: 1940.83 ms
[2022-04-10 15:36:42 main:574] : INFO : Epoch 1596 | loss: 0.0311934 | val_loss: 0.0312009 | Time: 1945.97 ms
[2022-04-10 15:36:44 main:574] : INFO : Epoch 1597 | loss: 0.0311948 | val_loss: 0.0312011 | Time: 1929.72 ms
[2022-04-10 15:36:46 main:574] : INFO : Epoch 1598 | loss: 0.0311937 | val_loss: 0.0312007 | Time: 1940.27 ms
[2022-04-10 15:36:48 main:574] : INFO : Epoch 1599 | loss: 0.0311939 | val_loss: 0.0311995 | Time: 1936.72 ms
[2022-04-10 15:36:50 main:574] : INFO : Epoch 1600 | loss: 0.0311949 | val_loss: 0.031201 | Time: 1935.97 ms
[2022-04-10 15:36:52 main:574] : INFO : Epoch 1601 | loss: 0.0311939 | val_loss: 0.0311994 | Time: 1949.22 ms
[2022-04-10 15:36:54 main:574] : INFO : Epoch 1602 | loss: 0.0311942 | val_loss: 0.0311999 | Time: 1938.28 ms
[2022-04-10 15:36:56 main:574] : INFO : Epoch 1603 | loss: 0.0311931 | val_loss: 0.031199 | Time: 1928.56 ms
[2022-04-10 15:36:58 main:574] : INFO : Epoch 1604 | loss: 0.0311938 | val_loss: 0.0312011 | Time: 1944.11 ms
[2022-04-10 15:37:00 main:574] : INFO : Epoch 1605 | loss: 0.0311945 | val_loss: 0.0311985 | Time: 1940.93 ms
[2022-04-10 15:37:02 main:574] : INFO : Epoch 1606 | loss: 0.0311957 | val_loss: 0.0311985 | Time: 1948.12 ms
[2022-04-10 15:37:04 main:574] : INFO : Epoch 1607 | loss: 0.0311953 | val_loss: 0.0311992 | Time: 1936.86 ms
[2022-04-10 15:37:06 main:574] : INFO : Epoch 1608 | loss: 0.0311957 | val_loss: 0.031201 | Time: 1950.02 ms
[2022-04-10 15:37:08 main:574] : INFO : Epoch 1609 | loss: 0.0311978 | val_loss: 0.0311992 | Time: 1939.05 ms
[2022-04-10 15:37:10 main:574] : INFO : Epoch 1610 | loss: 0.031198 | val_loss: 0.0311996 | Time: 1943.33 ms
[2022-04-10 15:37:12 main:574] : INFO : Epoch 1611 | loss: 0.0312098 | val_loss: 0.0312322 | Time: 1948.95 ms
[2022-04-10 15:37:13 main:574] : INFO : Epoch 1612 | loss: 0.0312316 | val_loss: 0.0312228 | Time: 1938.22 ms
[2022-04-10 15:37:15 main:574] : INFO : Epoch 1613 | loss: 0.0312219 | val_loss: 0.0312173 | Time: 1938.38 ms
[2022-04-10 15:37:17 main:574] : INFO : Epoch 1614 | loss: 0.0312195 | val_loss: 0.0312186 | Time: 1952.8 ms
[2022-04-10 15:37:19 main:574] : INFO : Epoch 1615 | loss: 0.0312199 | val_loss: 0.0312186 | Time: 1940.34 ms
[2022-04-10 15:37:21 main:574] : INFO : Epoch 1616 | loss: 0.0312186 | val_loss: 0.031218 | Time: 1940.67 ms
[2022-04-10 15:37:23 main:574] : INFO : Epoch 1617 | loss: 0.0312166 | val_loss: 0.0312192 | Time: 1945.75 ms
[2022-04-10 15:37:25 main:574] : INFO : Epoch 1618 | loss: 0.0312168 | val_loss: 0.031216 | Time: 1942.12 ms
[2022-04-10 15:37:27 main:574] : INFO : Epoch 1619 | loss: 0.0312155 | val_loss: 0.0312144 | Time: 1936.92 ms
[2022-04-10 15:37:29 main:574] : INFO : Epoch 1620 | loss: 0.0312142 | val_loss: 0.0312135 | Time: 1946.94 ms
[2022-04-10 15:37:31 main:574] : INFO : Epoch 1621 | loss: 0.0312133 | val_loss: 0.0312139 | Time: 1939.56 ms
[2022-04-10 15:37:33 main:574] : INFO : Epoch 1622 | loss: 0.0312133 | val_loss: 0.0312135 | Time: 1940.5 ms
[2022-04-10 15:37:35 main:574] : INFO : Epoch 1623 | loss: 0.0312132 | val_loss: 0.0312124 | Time: 1934.47 ms
[2022-04-10 15:37:37 main:574] : INFO : Epoch 1624 | loss: 0.0312131 | val_loss: 0.0312121 | Time: 1936.26 ms
[2022-04-10 15:37:39 main:574] : INFO : Epoch 1625 | loss: 0.031212 | val_loss: 0.0312115 | Time: 1946.86 ms
[2022-04-10 15:37:41 main:574] : INFO : Epoch 1626 | loss: 0.031212 | val_loss: 0.0312118 | Time: 1947.76 ms
[2022-04-10 15:37:43 main:574] : INFO : Epoch 1627 | loss: 0.0312117 | val_loss: 0.0312151 | Time: 1938 ms
[2022-04-10 15:37:45 main:574] : INFO : Epoch 1628 | loss: 0.0312116 | val_loss: 0.0312104 | Time: 1931.71 ms
[2022-04-10 15:37:47 main:574] : INFO : Epoch 1629 | loss: 0.0312102 | val_loss: 0.0312104 | Time: 1934.44 ms
[2022-04-10 15:37:49 main:574] : INFO : Epoch 1630 | loss: 0.0312118 | val_loss: 0.0312171 | Time: 1950.56 ms
[2022-04-10 15:37:50 main:574] : INFO : Epoch 1631 | loss: 0.0312112 | val_loss: 0.0312102 | Time: 1932.31 ms
[2022-04-10 15:37:52 main:574] : INFO : Epoch 1632 | loss: 0.0312092 | val_loss: 0.0312097 | Time: 1953.03 ms
[2022-04-10 15:37:54 main:574] : INFO : Epoch 1633 | loss: 0.031209 | val_loss: 0.0312096 | Time: 1953.85 ms
[2022-04-10 15:37:56 main:574] : INFO : Epoch 1634 | loss: 0.0312088 | val_loss: 0.0312095 | Time: 1938.94 ms
[2022-04-10 15:37:58 main:574] : INFO : Epoch 1635 | loss: 0.0312088 | val_loss: 0.0312107 | Time: 1945.35 ms
[2022-04-10 15:38:00 main:574] : INFO : Epoch 1636 | loss: 0.0312085 | val_loss: 0.0312092 | Time: 1940.13 ms
[2022-04-10 15:38:02 main:574] : INFO : Epoch 1637 | loss: 0.0312086 | val_loss: 0.0312093 | Time: 1946.46 ms
[2022-04-10 15:38:04 main:574] : INFO : Epoch 1638 | loss: 0.0312079 | val_loss: 0.0312108 | Time: 1941.74 ms
[2022-04-10 15:38:06 main:574] : INFO : Epoch 1639 | loss: 0.0312096 | val_loss: 0.0312097 | Time: 1936.07 ms
[2022-04-10 15:38:08 main:574] : INFO : Epoch 1640 | loss: 0.031208 | val_loss: 0.0312092 | Time: 1937.37 ms
[2022-04-10 15:38:10 main:574] : INFO : Epoch 1641 | loss: 0.0312078 | val_loss: 0.0312101 | Time: 1948.6 ms
[2022-04-10 15:38:12 main:574] : INFO : Epoch 1642 | loss: 0.0312079 | val_loss: 0.0312089 | Time: 1939.25 ms
[2022-04-10 15:38:14 main:574] : INFO : Epoch 1643 | loss: 0.0312078 | val_loss: 0.0312095 | Time: 1949.72 ms
[2022-04-10 15:38:16 main:574] : INFO : Epoch 1644 | loss: 0.0312077 | val_loss: 0.031209 | Time: 1941.34 ms
[2022-04-10 15:38:18 main:574] : INFO : Epoch 1645 | loss: 0.031207 | val_loss: 0.031209 | Time: 1944.6 ms
[2022-04-10 15:38:20 main:574] : INFO : Epoch 1646 | loss: 0.031208 | val_loss: 0.031209 | Time: 1945.21 ms
[2022-04-10 15:38:22 main:574] : INFO : Epoch 1647 | loss: 0.0312085 | val_loss: 0.0312099 | Time: 1947.83 ms
[2022-04-10 15:38:24 main:574] : INFO : Epoch 1648 | loss: 0.0312077 | val_loss: 0.0312103 | Time: 1938.65 ms
[2022-04-10 15:38:26 main:574] : INFO : Epoch 1649 | loss: 0.0312068 | val_loss: 0.0312093 | Time: 1939.15 ms
[2022-04-10 15:38:27 main:574] : INFO : Epoch 1650 | loss: 0.0312063 | val_loss: 0.0312093 | Time: 1953.98 ms
[2022-04-10 15:38:29 main:574] : INFO : Epoch 1651 | loss: 0.0312068 | val_loss: 0.0312095 | Time: 1940.48 ms
[2022-04-10 15:38:31 main:574] : INFO : Epoch 1652 | loss: 0.031207 | val_loss: 0.0312106 | Time: 1944.53 ms
[2022-04-10 15:38:33 main:574] : INFO : Epoch 1653 | loss: 0.0312073 | val_loss: 0.0312101 | Time: 1944.08 ms
[2022-04-10 15:38:35 main:574] : INFO : Epoch 1654 | loss: 0.0312068 | val_loss: 0.0312182 | Time: 1948.15 ms
[2022-04-10 15:38:37 main:574] : INFO : Epoch 1655 | loss: 0.0312084 | val_loss: 0.0312089 | Time: 1943.38 ms
[2022-04-10 15:38:39 main:574] : INFO : Epoch 1656 | loss: 0.0312074 | val_loss: 0.0312089 | Time: 1939.86 ms
[2022-04-10 15:38:41 main:574] : INFO : Epoch 1657 | loss: 0.0312072 | val_loss: 0.0312081 | Time: 1941.04 ms
[2022-04-10 15:38:43 main:574] : INFO : Epoch 1658 | loss: 0.0312057 | val_loss: 0.0312083 | Time: 1931.37 ms
[2022-04-10 15:38:45 main:574] : INFO : Epoch 1659 | loss: 0.031208 | val_loss: 0.0312091 | Time: 1937.86 ms
[2022-04-10 15:38:47 main:574] : INFO : Epoch 1660 | loss: 0.0312062 | val_loss: 0.031209 | Time: 1942.03 ms
[2022-04-10 15:38:49 main:574] : INFO : Epoch 1661 | loss: 0.0312063 | val_loss: 0.0312097 | Time: 1938.01 ms
[2022-04-10 15:38:51 main:574] : INFO : Epoch 1662 | loss: 0.0312084 | val_loss: 0.0312095 | Time: 1944.31 ms
[2022-04-10 15:38:53 main:574] : INFO : Epoch 1663 | loss: 0.0312063 | val_loss: 0.0312095 | Time: 1945.43 ms
[2022-04-10 15:38:55 main:574] : INFO : Epoch 1664 | loss: 0.031209 | val_loss: 0.0312141 | Time: 1940.29 ms
[2022-04-10 15:38:57 main:574] : INFO : Epoch 1665 | loss: 0.0312095 | val_loss: 0.0312089 | Time: 1939.4 ms
[2022-04-10 15:38:59 main:574] : INFO : Epoch 1666 | loss: 0.0312072 | val_loss: 0.0312108 | Time: 1938.94 ms
[2022-04-10 15:39:01 main:574] : INFO : Epoch 1667 | loss: 0.0312054 | val_loss: 0.0312109 | Time: 1941.4 ms
[2022-04-10 15:39:03 main:574] : INFO : Epoch 1668 | loss: 0.0312084 | val_loss: 0.0312083 | Time: 1941.08 ms
[2022-04-10 15:39:04 main:574] : INFO : Epoch 1669 | loss: 0.0312075 | val_loss: 0.0312119 | Time: 1940.58 ms
[2022-04-10 15:39:06 main:574] : INFO : Epoch 1670 | loss: 0.0312053 | val_loss: 0.0312086 | Time: 1935.56 ms
[2022-04-10 15:39:08 main:574] : INFO : Epoch 1671 | loss: 0.0312055 | val_loss: 0.031208 | Time: 1938.85 ms
[2022-04-10 15:39:10 main:574] : INFO : Epoch 1672 | loss: 0.0312047 | val_loss: 0.031208 | Time: 1942.3 ms
[2022-04-10 15:39:12 main:574] : INFO : Epoch 1673 | loss: 0.0312048 | val_loss: 0.0312077 | Time: 1938.73 ms
[2022-04-10 15:39:14 main:574] : INFO : Epoch 1674 | loss: 0.0312043 | val_loss: 0.0312109 | Time: 1938.67 ms
[2022-04-10 15:39:16 main:574] : INFO : Epoch 1675 | loss: 0.0312061 | val_loss: 0.0312079 | Time: 1932.4 ms
[2022-04-10 15:39:18 main:574] : INFO : Epoch 1676 | loss: 0.0312069 | val_loss: 0.0312146 | Time: 1942.71 ms
[2022-04-10 15:39:20 main:574] : INFO : Epoch 1677 | loss: 0.0312075 | val_loss: 0.031207 | Time: 1939.77 ms
[2022-04-10 15:39:22 main:574] : INFO : Epoch 1678 | loss: 0.0312044 | val_loss: 0.0312075 | Time: 1942.4 ms
[2022-04-10 15:39:24 main:574] : INFO : Epoch 1679 | loss: 0.0312039 | val_loss: 0.0312085 | Time: 1943.3 ms
[2022-04-10 15:39:26 main:574] : INFO : Epoch 1680 | loss: 0.0312047 | val_loss: 0.0312075 | Time: 1940.04 ms
[2022-04-10 15:39:28 main:574] : INFO : Epoch 1681 | loss: 0.0312033 | val_loss: 0.0312071 | Time: 1941.17 ms
[2022-04-10 15:39:30 main:574] : INFO : Epoch 1682 | loss: 0.0312034 | val_loss: 0.0312087 | Time: 1941.79 ms
[2022-04-10 15:39:32 main:574] : INFO : Epoch 1683 | loss: 0.031206 | val_loss: 0.0312107 | Time: 1942.33 ms
[2022-04-10 15:39:34 main:574] : INFO : Epoch 1684 | loss: 0.031206 | val_loss: 0.0312077 | Time: 1937.2 ms
[2022-04-10 15:39:36 main:574] : INFO : Epoch 1685 | loss: 0.0312033 | val_loss: 0.0312087 | Time: 1938.98 ms
[2022-04-10 15:39:38 main:574] : INFO : Epoch 1686 | loss: 0.0312038 | val_loss: 0.0312084 | Time: 1935.42 ms
[2022-04-10 15:39:40 main:574] : INFO : Epoch 1687 | loss: 0.0312028 | val_loss: 0.0312073 | Time: 1936.02 ms
[2022-04-10 15:39:41 main:574] : INFO : Epoch 1688 | loss: 0.0312041 | val_loss: 0.0312082 | Time: 1944.69 ms
[2022-04-10 15:39:43 main:574] : INFO : Epoch 1689 | loss: 0.0312041 | val_loss: 0.0312081 | Time: 1936.84 ms
[2022-04-10 15:39:45 main:574] : INFO : Epoch 1690 | loss: 0.0312036 | val_loss: 0.0312093 | Time: 1938.94 ms
[2022-04-10 15:39:47 main:574] : INFO : Epoch 1691 | loss: 0.0312043 | val_loss: 0.0312078 | Time: 1950.41 ms
[2022-04-10 15:39:49 main:574] : INFO : Epoch 1692 | loss: 0.0312052 | val_loss: 0.0312075 | Time: 1944.56 ms
[2022-04-10 15:39:51 main:574] : INFO : Epoch 1693 | loss: 0.0312033 | val_loss: 0.0312094 | Time: 1944.24 ms
[2022-04-10 15:39:53 main:574] : INFO : Epoch 1694 | loss: 0.0312036 | val_loss: 0.0312074 | Time: 1942.25 ms
[2022-04-10 15:39:55 main:574] : INFO : Epoch 1695 | loss: 0.0312021 | val_loss: 0.0312078 | Time: 1932.85 ms
[2022-04-10 15:39:57 main:574] : INFO : Epoch 1696 | loss: 0.0312019 | val_loss: 0.0312074 | Time: 1945.78 ms
[2022-04-10 15:39:59 main:574] : INFO : Epoch 1697 | loss: 0.031202 | val_loss: 0.0312075 | Time: 1932.88 ms
[2022-04-10 15:40:01 main:574] : INFO : Epoch 1698 | loss: 0.0312026 | val_loss: 0.0312065 | Time: 1951.04 ms
[2022-04-10 15:40:03 main:574] : INFO : Epoch 1699 | loss: 0.0312032 | val_loss: 0.0312096 | Time: 1948.78 ms
[2022-04-10 15:40:05 main:574] : INFO : Epoch 1700 | loss: 0.0312027 | val_loss: 0.0312091 | Time: 1940.77 ms
[2022-04-10 15:40:07 main:574] : INFO : Epoch 1701 | loss: 0.0312041 | val_loss: 0.0312092 | Time: 1947.9 ms
[2022-04-10 15:40:09 main:574] : INFO : Epoch 1702 | loss: 0.031204 | val_loss: 0.0312078 | Time: 1944.13 ms
[2022-04-10 15:40:11 main:574] : INFO : Epoch 1703 | loss: 0.031204 | val_loss: 0.0312087 | Time: 1940.54 ms
[2022-04-10 15:40:13 main:574] : INFO : Epoch 1704 | loss: 0.0312027 | val_loss: 0.031211 | Time: 1946.18 ms
[2022-04-10 15:40:15 main:574] : INFO : Epoch 1705 | loss: 0.0312042 | val_loss: 0.0312074 | Time: 1936 ms
[2022-04-10 15:40:17 main:574] : INFO : Epoch 1706 | loss: 0.0312061 | val_loss: 0.0312095 | Time: 1930.84 ms
[2022-04-10 15:40:18 main:574] : INFO : Epoch 1707 | loss: 0.0312021 | val_loss: 0.0312068 | Time: 1947.32 ms
[2022-04-10 15:40:20 main:574] : INFO : Epoch 1708 | loss: 0.0312019 | val_loss: 0.0312085 | Time: 1929.06 ms
[2022-04-10 15:40:22 main:574] : INFO : Epoch 1709 | loss: 0.0312021 | val_loss: 0.0312075 | Time: 1934.57 ms
[2022-04-10 15:40:24 main:574] : INFO : Epoch 1710 | loss: 0.0312023 | val_loss: 0.0312079 | Time: 1943 ms
[2022-04-10 15:40:26 main:574] : INFO : Epoch 1711 | loss: 0.0312027 | val_loss: 0.0312075 | Time: 1933.23 ms
[2022-04-10 15:40:28 main:574] : INFO : Epoch 1712 | loss: 0.0312021 | val_loss: 0.031208 | Time: 1948.48 ms
[2022-04-10 15:40:30 main:574] : INFO : Epoch 1713 | loss: 0.0312018 | val_loss: 0.0312121 | Time: 1938.29 ms
[2022-04-10 15:40:32 main:574] : INFO : Epoch 1714 | loss: 0.0312063 | val_loss: 0.0312082 | Time: 1936.76 ms
[2022-04-10 15:40:34 main:574] : INFO : Epoch 1715 | loss: 0.0312053 | val_loss: 0.0312117 | Time: 1949.73 ms
[2022-04-10 15:40:36 main:574] : INFO : Epoch 1716 | loss: 0.0312053 | val_loss: 0.0312073 | Time: 1942.4 ms
[2022-04-10 15:40:38 main:574] : INFO : Epoch 1717 | loss: 0.0312032 | val_loss: 0.0312119 | Time: 1940.42 ms
[2022-04-10 15:40:40 main:574] : INFO : Epoch 1718 | loss: 0.0312021 | val_loss: 0.0312072 | Time: 1940.54 ms
[2022-04-10 15:40:42 main:574] : INFO : Epoch 1719 | loss: 0.0312027 | val_loss: 0.0312088 | Time: 1942.02 ms
[2022-04-10 15:40:44 main:574] : INFO : Epoch 1720 | loss: 0.0312014 | val_loss: 0.031207 | Time: 1936.86 ms
[2022-04-10 15:40:46 main:574] : INFO : Epoch 1721 | loss: 0.031201 | val_loss: 0.0312074 | Time: 1943.97 ms
[2022-04-10 15:40:48 main:574] : INFO : Epoch 1722 | loss: 0.0312014 | val_loss: 0.031207 | Time: 1940.87 ms
[2022-04-10 15:40:50 main:574] : INFO : Epoch 1723 | loss: 0.0312013 | val_loss: 0.0312066 | Time: 1937.44 ms
[2022-04-10 15:40:52 main:574] : INFO : Epoch 1724 | loss: 0.0312025 | val_loss: 0.031209 | Time: 1941.41 ms
[2022-04-10 15:40:54 main:574] : INFO : Epoch 1725 | loss: 0.0312033 | val_loss: 0.0312088 | Time: 1942.47 ms
[2022-04-10 15:40:55 main:574] : INFO : Epoch 1726 | loss: 0.0312012 | val_loss: 0.0312072 | Time: 1954.89 ms
[2022-04-10 15:40:57 main:574] : INFO : Epoch 1727 | loss: 0.0312007 | val_loss: 0.0312067 | Time: 1955.19 ms
[2022-04-10 15:40:59 main:574] : INFO : Epoch 1728 | loss: 0.0312011 | val_loss: 0.0312069 | Time: 1937.74 ms
[2022-04-10 15:41:01 main:574] : INFO : Epoch 1729 | loss: 0.0312014 | val_loss: 0.031208 | Time: 1946.4 ms
[2022-04-10 15:41:03 main:574] : INFO : Epoch 1730 | loss: 0.0312021 | val_loss: 0.03121 | Time: 1933.94 ms
[2022-04-10 15:41:05 main:574] : INFO : Epoch 1731 | loss: 0.0312014 | val_loss: 0.0312068 | Time: 1937.61 ms
[2022-04-10 15:41:07 main:574] : INFO : Epoch 1732 | loss: 0.0312014 | val_loss: 0.0312076 | Time: 1951.65 ms
[2022-04-10 15:41:09 main:574] : INFO : Epoch 1733 | loss: 0.0312015 | val_loss: 0.0312095 | Time: 1945.4 ms
[2022-04-10 15:41:11 main:574] : INFO : Epoch 1734 | loss: 0.0312007 | val_loss: 0.0312076 | Time: 1946.44 ms
[2022-04-10 15:41:13 main:574] : INFO : Epoch 1735 | loss: 0.0312011 | val_loss: 0.0312058 | Time: 1942.86 ms
[2022-04-10 15:41:15 main:574] : INFO : Epoch 1736 | loss: 0.0312005 | val_loss: 0.0312066 | Time: 1940.94 ms
[2022-04-10 15:41:17 main:574] : INFO : Epoch 1737 | loss: 0.0312007 | val_loss: 0.0312061 | Time: 1945.55 ms
[2022-04-10 15:41:19 main:574] : INFO : Epoch 1738 | loss: 0.0312002 | val_loss: 0.0312066 | Time: 1933.3 ms
[2022-04-10 15:41:21 main:574] : INFO : Epoch 1739 | loss: 0.0312007 | val_loss: 0.031206 | Time: 1935.28 ms
[2022-04-10 15:41:23 main:574] : INFO : Epoch 1740 | loss: 0.0312018 | val_loss: 0.0312078 | Time: 1936.52 ms
[2022-04-10 15:41:25 main:574] : INFO : Epoch 1741 | loss: 0.0312019 | val_loss: 0.0312101 | Time: 1947.21 ms
[2022-04-10 15:41:27 main:574] : INFO : Epoch 1742 | loss: 0.0312004 | val_loss: 0.0312061 | Time: 1935.99 ms
[2022-04-10 15:41:29 main:574] : INFO : Epoch 1743 | loss: 0.0312002 | val_loss: 0.031207 | Time: 1934.71 ms
[2022-04-10 15:41:31 main:574] : INFO : Epoch 1744 | loss: 0.0312023 | val_loss: 0.0312064 | Time: 1938.09 ms
[2022-04-10 15:41:32 main:574] : INFO : Epoch 1745 | loss: 0.0312019 | val_loss: 0.0312145 | Time: 1931.39 ms
[2022-04-10 15:41:34 main:574] : INFO : Epoch 1746 | loss: 0.0312041 | val_loss: 0.0312065 | Time: 1938.87 ms
[2022-04-10 15:41:36 main:574] : INFO : Epoch 1747 | loss: 0.0312025 | val_loss: 0.0312068 | Time: 1942.29 ms
[2022-04-10 15:41:38 main:574] : INFO : Epoch 1748 | loss: 0.0312006 | val_loss: 0.0312072 | Time: 1946.9 ms
[2022-04-10 15:41:40 main:574] : INFO : Epoch 1749 | loss: 0.0311998 | val_loss: 0.0312086 | Time: 1944.21 ms
[2022-04-10 15:41:42 main:574] : INFO : Epoch 1750 | loss: 0.0312025 | val_loss: 0.0312086 | Time: 1940.69 ms
[2022-04-10 15:41:44 main:574] : INFO : Epoch 1751 | loss: 0.0312001 | val_loss: 0.031206 | Time: 1940.27 ms
[2022-04-10 15:41:46 main:574] : INFO : Epoch 1752 | loss: 0.0312 | val_loss: 0.0312063 | Time: 1937.66 ms
[2022-04-10 15:41:48 main:574] : INFO : Epoch 1753 | loss: 0.0311995 | val_loss: 0.031206 | Time: 1943.21 ms
[2022-04-10 15:41:50 main:574] : INFO : Epoch 1754 | loss: 0.0312001 | val_loss: 0.0312073 | Time: 1940.22 ms
[2022-04-10 15:41:52 main:574] : INFO : Epoch 1755 | loss: 0.0312001 | val_loss: 0.0312061 | Time: 1948.72 ms
[2022-04-10 15:41:54 main:574] : INFO : Epoch 1756 | loss: 0.0312001 | val_loss: 0.0312067 | Time: 1938.55 ms
[2022-04-10 15:41:56 main:574] : INFO : Epoch 1757 | loss: 0.0311994 | val_loss: 0.0312065 | Time: 1939.29 ms
[2022-04-10 15:41:58 main:574] : INFO : Epoch 1758 | loss: 0.0312005 | val_loss: 0.0312075 | Time: 1940.41 ms
[2022-04-10 15:42:00 main:574] : INFO : Epoch 1759 | loss: 0.0312019 | val_loss: 0.0312064 | Time: 1939.11 ms
[2022-04-10 15:42:02 main:574] : INFO : Epoch 1760 | loss: 0.0312001 | val_loss: 0.0312057 | Time: 1942.74 ms
[2022-04-10 15:42:04 main:574] : INFO : Epoch 1761 | loss: 0.0311994 | val_loss: 0.0312058 | Time: 1945.14 ms
[2022-04-10 15:42:06 main:574] : INFO : Epoch 1762 | loss: 0.0311993 | val_loss: 0.0312068 | Time: 1956.11 ms
[2022-04-10 15:42:08 main:574] : INFO : Epoch 1763 | loss: 0.0312005 | val_loss: 0.0312058 | Time: 1938.81 ms
[2022-04-10 15:42:09 main:574] : INFO : Epoch 1764 | loss: 0.0312003 | val_loss: 0.0312091 | Time: 1927.58 ms
[2022-04-10 15:42:11 main:574] : INFO : Epoch 1765 | loss: 0.0312011 | val_loss: 0.0312058 | Time: 1943.81 ms
[2022-04-10 15:42:13 main:574] : INFO : Epoch 1766 | loss: 0.0311993 | val_loss: 0.0312054 | Time: 1940.65 ms
[2022-04-10 15:42:15 main:574] : INFO : Epoch 1767 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 1943.75 ms
[2022-04-10 15:42:17 main:574] : INFO : Epoch 1768 | loss: 0.0311997 | val_loss: 0.0312057 | Time: 1947.08 ms
[2022-04-10 15:42:19 main:574] : INFO : Epoch 1769 | loss: 0.0311991 | val_loss: 0.0312061 | Time: 1946.25 ms
[2022-04-10 15:42:21 main:574] : INFO : Epoch 1770 | loss: 0.0311994 | val_loss: 0.0312102 | Time: 1946.02 ms
[2022-04-10 15:42:23 main:574] : INFO : Epoch 1771 | loss: 0.0312004 | val_loss: 0.0312064 | Time: 1938.12 ms
[2022-04-10 15:42:25 main:574] : INFO : Epoch 1772 | loss: 0.0311997 | val_loss: 0.0312093 | Time: 1947.53 ms
[2022-04-10 15:42:27 main:574] : INFO : Epoch 1773 | loss: 0.0312004 | val_loss: 0.031206 | Time: 1935.8 ms
[2022-04-10 15:42:29 main:574] : INFO : Epoch 1774 | loss: 0.0311988 | val_loss: 0.0312068 | Time: 1932.23 ms
[2022-04-10 15:42:31 main:574] : INFO : Epoch 1775 | loss: 0.0311997 | val_loss: 0.0312079 | Time: 1933.84 ms
[2022-04-10 15:42:33 main:574] : INFO : Epoch 1776 | loss: 0.0312023 | val_loss: 0.0312072 | Time: 1950.27 ms
[2022-04-10 15:42:35 main:574] : INFO : Epoch 1777 | loss: 0.0312015 | val_loss: 0.0312065 | Time: 1943.76 ms
[2022-04-10 15:42:37 main:574] : INFO : Epoch 1778 | loss: 0.0312024 | val_loss: 0.0312049 | Time: 1940.99 ms
[2022-04-10 15:42:39 main:574] : INFO : Epoch 1779 | loss: 0.0312031 | val_loss: 0.0312084 | Time: 1947.3 ms
[2022-04-10 15:42:41 main:574] : INFO : Epoch 1780 | loss: 0.0312004 | val_loss: 0.0312067 | Time: 1933.62 ms
[2022-04-10 15:42:43 main:574] : INFO : Epoch 1781 | loss: 0.0311992 | val_loss: 0.0312074 | Time: 1927.08 ms
[2022-04-10 15:42:44 main:574] : INFO : Epoch 1782 | loss: 0.0311996 | val_loss: 0.0312057 | Time: 1921.29 ms
[2022-04-10 15:42:46 main:574] : INFO : Epoch 1783 | loss: 0.0311996 | val_loss: 0.0312079 | Time: 1927.53 ms
[2022-04-10 15:42:48 main:574] : INFO : Epoch 1784 | loss: 0.0312002 | val_loss: 0.0312049 | Time: 1930.34 ms
[2022-04-10 15:42:50 main:574] : INFO : Epoch 1785 | loss: 0.0312 | val_loss: 0.0312046 | Time: 1927.43 ms
[2022-04-10 15:42:52 main:574] : INFO : Epoch 1786 | loss: 0.0311999 | val_loss: 0.0312058 | Time: 1937.54 ms
[2022-04-10 15:42:54 main:574] : INFO : Epoch 1787 | loss: 0.0311995 | val_loss: 0.0312048 | Time: 1931.03 ms
[2022-04-10 15:42:56 main:574] : INFO : Epoch 1788 | loss: 0.0311999 | val_loss: 0.0312061 | Time: 1923.9 ms
[2022-04-10 15:42:58 main:574] : INFO : Epoch 1789 | loss: 0.0311996 | val_loss: 0.0312053 | Time: 1928.83 ms
[2022-04-10 15:43:00 main:574] : INFO : Epoch 1790 | loss: 0.0311985 | val_loss: 0.0312052 | Time: 1928.13 ms
[2022-04-10 15:43:02 main:574] : INFO : Epoch 1791 | loss: 0.031199 | val_loss: 0.0312056 | Time: 1937.36 ms
[2022-04-10 15:43:04 main:574] : INFO : Epoch 1792 | loss: 0.0311988 | val_loss: 0.0312078 | Time: 1928.02 ms
[2022-04-10 15:43:06 main:574] : INFO : Epoch 1793 | loss: 0.0312018 | val_loss: 0.0312146 | Time: 1934.42 ms
[2022-04-10 15:43:08 main:574] : INFO : Epoch 1794 | loss: 0.0312031 | val_loss: 0.0312069 | Time: 1937.76 ms
[2022-04-10 15:43:10 main:574] : INFO : Epoch 1795 | loss: 0.0312036 | val_loss: 0.0312063 | Time: 1931.96 ms
[2022-04-10 15:43:12 main:574] : INFO : Epoch 1796 | loss: 0.0312013 | val_loss: 0.0312081 | Time: 1923.66 ms
[2022-04-10 15:43:13 main:574] : INFO : Epoch 1797 | loss: 0.0311994 | val_loss: 0.031206 | Time: 1928.63 ms
[2022-04-10 15:43:15 main:574] : INFO : Epoch 1798 | loss: 0.0311989 | val_loss: 0.031208 | Time: 1923.62 ms
[2022-04-10 15:43:17 main:574] : INFO : Epoch 1799 | loss: 0.0311984 | val_loss: 0.0312055 | Time: 1918.76 ms
[2022-04-10 15:43:19 main:574] : INFO : Epoch 1800 | loss: 0.0311986 | val_loss: 0.0312052 | Time: 1926.68 ms
[2022-04-10 15:43:21 main:574] : INFO : Epoch 1801 | loss: 0.0311979 | val_loss: 0.0312061 | Time: 1930.54 ms
[2022-04-10 15:43:23 main:574] : INFO : Epoch 1802 | loss: 0.0311986 | val_loss: 0.0312063 | Time: 1929.13 ms
[2022-04-10 15:43:25 main:574] : INFO : Epoch 1803 | loss: 0.0311994 | val_loss: 0.0312053 | Time: 1941.42 ms
[2022-04-10 15:43:27 main:574] : INFO : Epoch 1804 | loss: 0.0311991 | val_loss: 0.0312063 | Time: 1929.25 ms
[2022-04-10 15:43:29 main:574] : INFO : Epoch 1805 | loss: 0.031198 | val_loss: 0.0312059 | Time: 1924.38 ms
[2022-04-10 15:43:31 main:574] : INFO : Epoch 1806 | loss: 0.0311983 | val_loss: 0.0312055 | Time: 1940.66 ms
[2022-04-10 15:43:33 main:574] : INFO : Epoch 1807 | loss: 0.0311981 | val_loss: 0.0312082 | Time: 1928.83 ms
[2022-04-10 15:43:35 main:574] : INFO : Epoch 1808 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 1938.35 ms
[2022-04-10 15:43:37 main:574] : INFO : Epoch 1809 | loss: 0.0311993 | val_loss: 0.0312084 | Time: 1932.7 ms
[2022-04-10 15:43:39 main:574] : INFO : Epoch 1810 | loss: 0.0311979 | val_loss: 0.0312058 | Time: 1930.62 ms
[2022-04-10 15:43:41 main:574] : INFO : Epoch 1811 | loss: 0.0312 | val_loss: 0.0312103 | Time: 1925.58 ms
[2022-04-10 15:43:43 main:574] : INFO : Epoch 1812 | loss: 0.0311987 | val_loss: 0.0312073 | Time: 1932.18 ms
[2022-04-10 15:43:44 main:574] : INFO : Epoch 1813 | loss: 0.0311985 | val_loss: 0.0312052 | Time: 1934.73 ms
[2022-04-10 15:43:46 main:574] : INFO : Epoch 1814 | loss: 0.0311976 | val_loss: 0.0312067 | Time: 1931.49 ms
[2022-04-10 15:43:48 main:574] : INFO : Epoch 1815 | loss: 0.0311978 | val_loss: 0.031205 | Time: 1928.86 ms
[2022-04-10 15:43:50 main:574] : INFO : Epoch 1816 | loss: 0.0311979 | val_loss: 0.0312063 | Time: 1930.47 ms
[2022-04-10 15:43:52 main:574] : INFO : Epoch 1817 | loss: 0.0311994 | val_loss: 0.031205 | Time: 1931.27 ms
[2022-04-10 15:43:54 main:574] : INFO : Epoch 1818 | loss: 0.0311982 | val_loss: 0.0312054 | Time: 1934.51 ms
[2022-04-10 15:43:56 main:574] : INFO : Epoch 1819 | loss: 0.031198 | val_loss: 0.0312076 | Time: 1935.24 ms
[2022-04-10 15:43:58 main:574] : INFO : Epoch 1820 | loss: 0.0312003 | val_loss: 0.0312065 | Time: 1935.92 ms
[2022-04-10 15:44:00 main:574] : INFO : Epoch 1821 | loss: 0.0311997 | val_loss: 0.0312065 | Time: 1932.41 ms
[2022-04-10 15:44:02 main:574] : INFO : Epoch 1822 | loss: 0.0311985 | val_loss: 0.0312051 | Time: 1937.44 ms
[2022-04-10 15:44:04 main:574] : INFO : Epoch 1823 | loss: 0.0311977 | val_loss: 0.0312053 | Time: 1929.2 ms
[2022-04-10 15:44:06 main:574] : INFO : Epoch 1824 | loss: 0.0311985 | val_loss: 0.0312056 | Time: 1920.62 ms
[2022-04-10 15:44:08 main:574] : INFO : Epoch 1825 | loss: 0.0311973 | val_loss: 0.0312091 | Time: 1934.95 ms
[2022-04-10 15:44:10 main:574] : INFO : Epoch 1826 | loss: 0.0311987 | val_loss: 0.0312061 | Time: 1931.63 ms
[2022-04-10 15:44:12 main:574] : INFO : Epoch 1827 | loss: 0.0311977 | val_loss: 0.0312048 | Time: 1927.94 ms
[2022-04-10 15:44:14 main:574] : INFO : Epoch 1828 | loss: 0.0311975 | val_loss: 0.031206 | Time: 1924.64 ms
[2022-04-10 15:44:15 main:574] : INFO : Epoch 1829 | loss: 0.0311975 | val_loss: 0.0312059 | Time: 1931.46 ms
[2022-04-10 15:44:17 main:574] : INFO : Epoch 1830 | loss: 0.0311972 | val_loss: 0.0312057 | Time: 1937.52 ms
[2022-04-10 15:44:19 main:574] : INFO : Epoch 1831 | loss: 0.0311972 | val_loss: 0.0312073 | Time: 1930.47 ms
[2022-04-10 15:44:21 main:574] : INFO : Epoch 1832 | loss: 0.0311978 | val_loss: 0.0312069 | Time: 1936.16 ms
[2022-04-10 15:44:23 main:574] : INFO : Epoch 1833 | loss: 0.031198 | val_loss: 0.0312071 | Time: 1933.47 ms
[2022-04-10 15:44:25 main:574] : INFO : Epoch 1834 | loss: 0.0312005 | val_loss: 0.031207 | Time: 1939.21 ms
[2022-04-10 15:44:27 main:574] : INFO : Epoch 1835 | loss: 0.0311994 | val_loss: 0.0312064 | Time: 1923.83 ms
[2022-04-10 15:44:29 main:574] : INFO : Epoch 1836 | loss: 0.0311992 | val_loss: 0.0312078 | Time: 1927.32 ms
[2022-04-10 15:44:31 main:574] : INFO : Epoch 1837 | loss: 0.0311985 | val_loss: 0.0312064 | Time: 1935.15 ms
[2022-04-10 15:44:33 main:574] : INFO : Epoch 1838 | loss: 0.0311985 | val_loss: 0.0312063 | Time: 1932.76 ms
[2022-04-10 15:44:35 main:574] : INFO : Epoch 1839 | loss: 0.0311975 | val_loss: 0.0312056 | Time: 1926.12 ms
[2022-04-10 15:44:37 main:574] : INFO : Epoch 1840 | loss: 0.0311974 | val_loss: 0.0312058 | Time: 1928.82 ms
[2022-04-10 15:44:39 main:574] : INFO : Epoch 1841 | loss: 0.0311972 | val_loss: 0.0312066 | Time: 1931.24 ms
[2022-04-10 15:44:41 main:574] : INFO : Epoch 1842 | loss: 0.0311977 | val_loss: 0.0312081 | Time: 1928.21 ms
[2022-04-10 15:44:43 main:574] : INFO : Epoch 1843 | loss: 0.0311983 | val_loss: 0.0312093 | Time: 1922.92 ms
[2022-04-10 15:44:44 main:574] : INFO : Epoch 1844 | loss: 0.0311983 | val_loss: 0.0312066 | Time: 1925.9 ms
[2022-04-10 15:44:46 main:574] : INFO : Epoch 1845 | loss: 0.0311975 | val_loss: 0.031208 | Time: 1926.18 ms
[2022-04-10 15:44:48 main:574] : INFO : Epoch 1846 | loss: 0.0312007 | val_loss: 0.0312112 | Time: 1936.27 ms
[2022-04-10 15:44:50 main:574] : INFO : Epoch 1847 | loss: 0.0311991 | val_loss: 0.031207 | Time: 1936.37 ms
[2022-04-10 15:44:52 main:574] : INFO : Epoch 1848 | loss: 0.0311983 | val_loss: 0.0312081 | Time: 1930.52 ms
[2022-04-10 15:44:54 main:574] : INFO : Epoch 1849 | loss: 0.031198 | val_loss: 0.0312068 | Time: 1933.92 ms
[2022-04-10 15:44:56 main:574] : INFO : Epoch 1850 | loss: 0.0311975 | val_loss: 0.0312061 | Time: 1936.94 ms
[2022-04-10 15:44:58 main:574] : INFO : Epoch 1851 | loss: 0.0311988 | val_loss: 0.031208 | Time: 1934.65 ms
[2022-04-10 15:45:00 main:574] : INFO : Epoch 1852 | loss: 0.0311974 | val_loss: 0.0312082 | Time: 1930.85 ms
[2022-04-10 15:45:02 main:574] : INFO : Epoch 1853 | loss: 0.0311968 | val_loss: 0.0312076 | Time: 1930.36 ms
[2022-04-10 15:45:04 main:574] : INFO : Epoch 1854 | loss: 0.0311987 | val_loss: 0.0312096 | Time: 1936.04 ms
[2022-04-10 15:45:06 main:574] : INFO : Epoch 1855 | loss: 0.031197 | val_loss: 0.0312085 | Time: 1933.85 ms
[2022-04-10 15:45:08 main:574] : INFO : Epoch 1856 | loss: 0.031198 | val_loss: 0.031206 | Time: 1940.97 ms
[2022-04-10 15:45:10 main:574] : INFO : Epoch 1857 | loss: 0.0311978 | val_loss: 0.0312084 | Time: 1935.61 ms
[2022-04-10 15:45:12 main:574] : INFO : Epoch 1858 | loss: 0.0311977 | val_loss: 0.0312072 | Time: 1936.05 ms
[2022-04-10 15:45:14 main:574] : INFO : Epoch 1859 | loss: 0.0311969 | val_loss: 0.0312067 | Time: 1927.8 ms
[2022-04-10 15:45:16 main:574] : INFO : Epoch 1860 | loss: 0.031197 | val_loss: 0.0312077 | Time: 1936.09 ms
[2022-04-10 15:45:17 main:574] : INFO : Epoch 1861 | loss: 0.0311977 | val_loss: 0.0312073 | Time: 1931.57 ms
[2022-04-10 15:45:19 main:574] : INFO : Epoch 1862 | loss: 0.0311981 | val_loss: 0.0312062 | Time: 1932.65 ms
[2022-04-10 15:45:21 main:574] : INFO : Epoch 1863 | loss: 0.0311985 | val_loss: 0.0312085 | Time: 1929.69 ms
[2022-04-10 15:45:23 main:574] : INFO : Epoch 1864 | loss: 0.0311985 | val_loss: 0.0312075 | Time: 1935.61 ms
[2022-04-10 15:45:25 main:574] : INFO : Epoch 1865 | loss: 0.0311995 | val_loss: 0.0312097 | Time: 1930.07 ms
[2022-04-10 15:45:27 main:574] : INFO : Epoch 1866 | loss: 0.0311971 | val_loss: 0.0312109 | Time: 1924.72 ms
[2022-04-10 15:45:29 main:574] : INFO : Epoch 1867 | loss: 0.0311991 | val_loss: 0.031209 | Time: 1928.56 ms
[2022-04-10 15:45:31 main:574] : INFO : Epoch 1868 | loss: 0.0312003 | val_loss: 0.0312086 | Time: 1937.27 ms
[2022-04-10 15:45:33 main:574] : INFO : Epoch 1869 | loss: 0.0312063 | val_loss: 0.0312111 | Time: 1927.23 ms
[2022-04-10 15:45:35 main:574] : INFO : Epoch 1870 | loss: 0.0312003 | val_loss: 0.0312109 | Time: 1930.9 ms
[2022-04-10 15:45:37 main:574] : INFO : Epoch 1871 | loss: 0.0311999 | val_loss: 0.031206 | Time: 1922.25 ms
[2022-04-10 15:45:39 main:574] : INFO : Epoch 1872 | loss: 0.0311986 | val_loss: 0.0312117 | Time: 1929.4 ms
[2022-04-10 15:45:41 main:574] : INFO : Epoch 1873 | loss: 0.0311983 | val_loss: 0.0312081 | Time: 1937.64 ms
[2022-04-10 15:45:43 main:574] : INFO : Epoch 1874 | loss: 0.0311963 | val_loss: 0.0312067 | Time: 1923.48 ms
[2022-04-10 15:45:45 main:574] : INFO : Epoch 1875 | loss: 0.0311967 | val_loss: 0.0312077 | Time: 1932.62 ms
[2022-04-10 15:45:46 main:574] : INFO : Epoch 1876 | loss: 0.0311961 | val_loss: 0.0312064 | Time: 1925.71 ms
[2022-04-10 15:45:48 main:574] : INFO : Epoch 1877 | loss: 0.0311961 | val_loss: 0.0312086 | Time: 1936.12 ms
[2022-04-10 15:45:50 main:574] : INFO : Epoch 1878 | loss: 0.031197 | val_loss: 0.031206 | Time: 1933.81 ms
[2022-04-10 15:45:52 main:574] : INFO : Epoch 1879 | loss: 0.0311962 | val_loss: 0.0312072 | Time: 1929.02 ms
[2022-04-10 15:45:54 main:574] : INFO : Epoch 1880 | loss: 0.0311973 | val_loss: 0.031207 | Time: 1935.93 ms
[2022-04-10 15:45:56 main:574] : INFO : Epoch 1881 | loss: 0.0311962 | val_loss: 0.0312055 | Time: 1929.27 ms
[2022-04-10 15:45:58 main:574] : INFO : Epoch 1882 | loss: 0.0311971 | val_loss: 0.0312056 | Time: 1933.97 ms
[2022-04-10 15:46:00 main:574] : INFO : Epoch 1883 | loss: 0.0311971 | val_loss: 0.0312084 | Time: 1926.85 ms
[2022-04-10 15:46:02 main:574] : INFO : Epoch 1884 | loss: 0.0311986 | val_loss: 0.0312071 | Time: 1927.67 ms
[2022-04-10 15:46:04 main:574] : INFO : Epoch 1885 | loss: 0.0311979 | val_loss: 0.0312086 | Time: 1934.06 ms
[2022-04-10 15:46:06 main:574] : INFO : Epoch 1886 | loss: 0.0311973 | val_loss: 0.0312083 | Time: 1934 ms
[2022-04-10 15:46:08 main:574] : INFO : Epoch 1887 | loss: 0.0311971 | val_loss: 0.0312079 | Time: 1921.18 ms
[2022-04-10 15:46:10 main:574] : INFO : Epoch 1888 | loss: 0.0311959 | val_loss: 0.031207 | Time: 1933.83 ms
[2022-04-10 15:46:12 main:574] : INFO : Epoch 1889 | loss: 0.0311959 | val_loss: 0.031207 | Time: 1924.14 ms
[2022-04-10 15:46:14 main:574] : INFO : Epoch 1890 | loss: 0.0311966 | val_loss: 0.031207 | Time: 1925.3 ms
[2022-04-10 15:46:15 main:574] : INFO : Epoch 1891 | loss: 0.0311965 | val_loss: 0.0312072 | Time: 1933.18 ms
[2022-04-10 15:46:17 main:574] : INFO : Epoch 1892 | loss: 0.0311966 | val_loss: 0.0312116 | Time: 1931.51 ms
[2022-04-10 15:46:19 main:574] : INFO : Epoch 1893 | loss: 0.0311969 | val_loss: 0.0312087 | Time: 1924.55 ms
[2022-04-10 15:46:21 main:574] : INFO : Epoch 1894 | loss: 0.0311982 | val_loss: 0.0312088 | Time: 1926.07 ms
[2022-04-10 15:46:23 main:574] : INFO : Epoch 1895 | loss: 0.0311965 | val_loss: 0.0312085 | Time: 1932.08 ms
[2022-04-10 15:46:25 main:574] : INFO : Epoch 1896 | loss: 0.0311975 | val_loss: 0.0312062 | Time: 1928.93 ms
[2022-04-10 15:46:27 main:574] : INFO : Epoch 1897 | loss: 0.0311963 | val_loss: 0.0312062 | Time: 1933.62 ms
[2022-04-10 15:46:29 main:574] : INFO : Epoch 1898 | loss: 0.0311955 | val_loss: 0.0312073 | Time: 1930.1 ms
[2022-04-10 15:46:31 main:574] : INFO : Epoch 1899 | loss: 0.0311965 | val_loss: 0.03121 | Time: 1928.38 ms
[2022-04-10 15:46:33 main:574] : INFO : Epoch 1900 | loss: 0.0311969 | val_loss: 0.031207 | Time: 1933.22 ms
[2022-04-10 15:46:35 main:574] : INFO : Epoch 1901 | loss: 0.0311962 | val_loss: 0.0312069 | Time: 1930.45 ms
[2022-04-10 15:46:37 main:574] : INFO : Epoch 1902 | loss: 0.0311957 | val_loss: 0.0312077 | Time: 1923.17 ms
[2022-04-10 15:46:39 main:574] : INFO : Epoch 1903 | loss: 0.0311964 | val_loss: 0.0312083 | Time: 1932.34 ms
[2022-04-10 15:46:41 main:574] : INFO : Epoch 1904 | loss: 0.0311974 | val_loss: 0.0312067 | Time: 1920.08 ms
[2022-04-10 15:46:43 main:574] : INFO : Epoch 1905 | loss: 0.0311968 | val_loss: 0.0312069 | Time: 1928.76 ms
[2022-04-10 15:46:45 main:574] : INFO : Epoch 1906 | loss: 0.0311963 | val_loss: 0.0312075 | Time: 1934.53 ms
[2022-04-10 15:46:46 main:574] : INFO : Epoch 1907 | loss: 0.0311967 | val_loss: 0.0312072 | Time: 1932.63 ms
[2022-04-10 15:46:48 main:574] : INFO : Epoch 1908 | loss: 0.0311962 | val_loss: 0.0312073 | Time: 1930.08 ms
[2022-04-10 15:46:50 main:574] : INFO : Epoch 1909 | loss: 0.0311961 | val_loss: 0.0312066 | Time: 1937.03 ms
[2022-04-10 15:46:52 main:574] : INFO : Epoch 1910 | loss: 0.0311959 | val_loss: 0.0312072 | Time: 1922.43 ms
[2022-04-10 15:46:54 main:574] : INFO : Epoch 1911 | loss: 0.0311955 | val_loss: 0.0312095 | Time: 1932.84 ms
[2022-04-10 15:46:56 main:574] : INFO : Epoch 1912 | loss: 0.0311996 | val_loss: 0.0312068 | Time: 1924.75 ms
[2022-04-10 15:46:58 main:574] : INFO : Epoch 1913 | loss: 0.0311981 | val_loss: 0.0312069 | Time: 1919.92 ms
[2022-04-10 15:47:00 main:574] : INFO : Epoch 1914 | loss: 0.031198 | val_loss: 0.0312067 | Time: 1919.35 ms
[2022-04-10 15:47:02 main:574] : INFO : Epoch 1915 | loss: 0.0311977 | val_loss: 0.0312077 | Time: 1924.04 ms
[2022-04-10 15:47:04 main:574] : INFO : Epoch 1916 | loss: 0.0311972 | val_loss: 0.0312068 | Time: 1939.14 ms
[2022-04-10 15:47:06 main:574] : INFO : Epoch 1917 | loss: 0.031197 | val_loss: 0.0312064 | Time: 1937.79 ms
[2022-04-10 15:47:08 main:574] : INFO : Epoch 1918 | loss: 0.0311961 | val_loss: 0.0312082 | Time: 1927.12 ms
[2022-04-10 15:47:10 main:574] : INFO : Epoch 1919 | loss: 0.0311971 | val_loss: 0.0312073 | Time: 1937.89 ms
[2022-04-10 15:47:12 main:574] : INFO : Epoch 1920 | loss: 0.0311965 | val_loss: 0.0312077 | Time: 1928.21 ms
[2022-04-10 15:47:14 main:574] : INFO : Epoch 1921 | loss: 0.031198 | val_loss: 0.0312089 | Time: 1931.06 ms
[2022-04-10 15:47:15 main:574] : INFO : Epoch 1922 | loss: 0.0311975 | val_loss: 0.0312065 | Time: 1928.97 ms
[2022-04-10 15:47:17 main:574] : INFO : Epoch 1923 | loss: 0.0311961 | val_loss: 0.0312084 | Time: 1933.45 ms
[2022-04-10 15:47:19 main:574] : INFO : Epoch 1924 | loss: 0.0311959 | val_loss: 0.0312086 | Time: 1918.9 ms
[2022-04-10 15:47:21 main:574] : INFO : Epoch 1925 | loss: 0.0311961 | val_loss: 0.0312065 | Time: 1930.95 ms
[2022-04-10 15:47:23 main:574] : INFO : Epoch 1926 | loss: 0.0311964 | val_loss: 0.0312083 | Time: 1930.18 ms
[2022-04-10 15:47:25 main:574] : INFO : Epoch 1927 | loss: 0.0311973 | val_loss: 0.0312097 | Time: 1936.2 ms
[2022-04-10 15:47:27 main:574] : INFO : Epoch 1928 | loss: 0.0311956 | val_loss: 0.0312061 | Time: 1937.2 ms
[2022-04-10 15:47:29 main:574] : INFO : Epoch 1929 | loss: 0.0311955 | val_loss: 0.0312082 | Time: 1932.27 ms
[2022-04-10 15:47:31 main:574] : INFO : Epoch 1930 | loss: 0.0311959 | val_loss: 0.0312067 | Time: 1936.45 ms
[2022-04-10 15:47:33 main:574] : INFO : Epoch 1931 | loss: 0.0311962 | val_loss: 0.0312074 | Time: 1926.16 ms
[2022-04-10 15:47:35 main:574] : INFO : Epoch 1932 | loss: 0.0311976 | val_loss: 0.0312063 | Time: 1931.47 ms
[2022-04-10 15:47:37 main:574] : INFO : Epoch 1933 | loss: 0.0311959 | val_loss: 0.0312096 | Time: 1923.36 ms
[2022-04-10 15:47:39 main:574] : INFO : Epoch 1934 | loss: 0.0311954 | val_loss: 0.0312079 | Time: 1927.24 ms
[2022-04-10 15:47:41 main:574] : INFO : Epoch 1935 | loss: 0.0311962 | val_loss: 0.0312112 | Time: 1933.92 ms
[2022-04-10 15:47:43 main:574] : INFO : Epoch 1936 | loss: 0.0311982 | val_loss: 0.0312083 | Time: 1934.06 ms
[2022-04-10 15:47:44 main:574] : INFO : Epoch 1937 | loss: 0.0311977 | val_loss: 0.0312096 | Time: 1928.89 ms
[2022-04-10 15:47:46 main:574] : INFO : Epoch 1938 | loss: 0.0311989 | val_loss: 0.0312084 | Time: 1926.38 ms
[2022-04-10 15:47:48 main:574] : INFO : Epoch 1939 | loss: 0.031196 | val_loss: 0.0312084 | Time: 1924.49 ms
[2022-04-10 15:47:50 main:574] : INFO : Epoch 1940 | loss: 0.0311964 | val_loss: 0.0312079 | Time: 1920.85 ms
[2022-04-10 15:47:52 main:574] : INFO : Epoch 1941 | loss: 0.0311972 | val_loss: 0.0312096 | Time: 1926.49 ms
[2022-04-10 15:47:54 main:574] : INFO : Epoch 1942 | loss: 0.0311979 | val_loss: 0.0312113 | Time: 1936.02 ms
[2022-04-10 15:47:56 main:574] : INFO : Epoch 1943 | loss: 0.0311964 | val_loss: 0.0312081 | Time: 1919.34 ms
[2022-04-10 15:47:58 main:574] : INFO : Epoch 1944 | loss: 0.0311965 | val_loss: 0.0312089 | Time: 1928.33 ms
[2022-04-10 15:48:00 main:574] : INFO : Epoch 1945 | loss: 0.0311956 | val_loss: 0.0312081 | Time: 1932.48 ms
[2022-04-10 15:48:02 main:574] : INFO : Epoch 1946 | loss: 0.031195 | val_loss: 0.0312079 | Time: 1925.65 ms
[2022-04-10 15:48:04 main:574] : INFO : Epoch 1947 | loss: 0.0311953 | val_loss: 0.0312078 | Time: 1933.72 ms
[2022-04-10 15:48:06 main:574] : INFO : Epoch 1948 | loss: 0.0311961 | val_loss: 0.0312085 | Time: 1926.1 ms
[2022-04-10 15:48:08 main:574] : INFO : Epoch 1949 | loss: 0.0311949 | val_loss: 0.0312079 | Time: 1930.17 ms
[2022-04-10 15:48:10 main:574] : INFO : Epoch 1950 | loss: 0.0311952 | val_loss: 0.0312087 | Time: 1930.18 ms
[2022-04-10 15:48:12 main:574] : INFO : Epoch 1951 | loss: 0.0311966 | val_loss: 0.0312106 | Time: 1925.01 ms
[2022-04-10 15:48:13 main:574] : INFO : Epoch 1952 | loss: 0.0311969 | val_loss: 0.0312077 | Time: 1942.7 ms
[2022-04-10 15:48:15 main:574] : INFO : Epoch 1953 | loss: 0.0311965 | val_loss: 0.0312084 | Time: 1926.16 ms
[2022-04-10 15:48:17 main:574] : INFO : Epoch 1954 | loss: 0.0311949 | val_loss: 0.0312077 | Time: 1939.63 ms
[2022-04-10 15:48:19 main:574] : INFO : Epoch 1955 | loss: 0.0311954 | val_loss: 0.0312068 | Time: 1933.82 ms
[2022-04-10 15:48:21 main:574] : INFO : Epoch 1956 | loss: 0.0311954 | val_loss: 0.0312096 | Time: 1926.88 ms
[2022-04-10 15:48:23 main:574] : INFO : Epoch 1957 | loss: 0.031197 | val_loss: 0.0312089 | Time: 1934.16 ms
[2022-04-10 15:48:25 main:574] : INFO : Epoch 1958 | loss: 0.0311965 | val_loss: 0.0312089 | Time: 1925.72 ms
[2022-04-10 15:48:27 main:574] : INFO : Epoch 1959 | loss: 0.0311955 | val_loss: 0.0312083 | Time: 1930.18 ms
[2022-04-10 15:48:29 main:574] : INFO : Epoch 1960 | loss: 0.0311958 | val_loss: 0.031208 | Time: 1924.29 ms
[2022-04-10 15:48:31 main:574] : INFO : Epoch 1961 | loss: 0.0311955 | val_loss: 0.0312061 | Time: 1923.3 ms
[2022-04-10 15:48:33 main:574] : INFO : Epoch 1962 | loss: 0.0311955 | val_loss: 0.0312078 | Time: 1937.8 ms
[2022-04-10 15:48:35 main:574] : INFO : Epoch 1963 | loss: 0.0311957 | val_loss: 0.0312073 | Time: 1920.1 ms
[2022-04-10 15:48:37 main:574] : INFO : Epoch 1964 | loss: 0.0311959 | val_loss: 0.0312072 | Time: 1922.12 ms
[2022-04-10 15:48:39 main:574] : INFO : Epoch 1965 | loss: 0.0311968 | val_loss: 0.0312101 | Time: 1938.61 ms
[2022-04-10 15:48:41 main:574] : INFO : Epoch 1966 | loss: 0.031196 | val_loss: 0.0312064 | Time: 1930.33 ms
[2022-04-10 15:48:43 main:574] : INFO : Epoch 1967 | loss: 0.0311949 | val_loss: 0.0312105 | Time: 1941.71 ms
[2022-04-10 15:48:44 main:574] : INFO : Epoch 1968 | loss: 0.0311958 | val_loss: 0.0312079 | Time: 1928.86 ms
[2022-04-10 15:48:46 main:574] : INFO : Epoch 1969 | loss: 0.0311946 | val_loss: 0.0312063 | Time: 1933.61 ms
[2022-04-10 15:48:48 main:574] : INFO : Epoch 1970 | loss: 0.0311951 | val_loss: 0.0312076 | Time: 1935.32 ms
[2022-04-10 15:48:50 main:574] : INFO : Epoch 1971 | loss: 0.0311959 | val_loss: 0.0312078 | Time: 1934.44 ms
[2022-04-10 15:48:52 main:574] : INFO : Epoch 1972 | loss: 0.0311951 | val_loss: 0.0312078 | Time: 1923.3 ms
[2022-04-10 15:48:54 main:574] : INFO : Epoch 1973 | loss: 0.0311957 | val_loss: 0.0312069 | Time: 1934.65 ms
[2022-04-10 15:48:56 main:574] : INFO : Epoch 1974 | loss: 0.0311952 | val_loss: 0.0312085 | Time: 1938.51 ms
[2022-04-10 15:48:58 main:574] : INFO : Epoch 1975 | loss: 0.0311966 | val_loss: 0.0312065 | Time: 1924.67 ms
[2022-04-10 15:49:00 main:574] : INFO : Epoch 1976 | loss: 0.0311956 | val_loss: 0.0312077 | Time: 1941.52 ms
[2022-04-10 15:49:02 main:574] : INFO : Epoch 1977 | loss: 0.0311962 | val_loss: 0.0312086 | Time: 1942.38 ms
[2022-04-10 15:49:04 main:574] : INFO : Epoch 1978 | loss: 0.0311948 | val_loss: 0.0312062 | Time: 1921.18 ms
[2022-04-10 15:49:06 main:574] : INFO : Epoch 1979 | loss: 0.0311947 | val_loss: 0.0312076 | Time: 1933.71 ms
[2022-04-10 15:49:08 main:574] : INFO : Epoch 1980 | loss: 0.0311952 | val_loss: 0.0312073 | Time: 1920.72 ms
[2022-04-10 15:49:10 main:574] : INFO : Epoch 1981 | loss: 0.0311954 | val_loss: 0.0312078 | Time: 1933.55 ms
[2022-04-10 15:49:12 main:574] : INFO : Epoch 1982 | loss: 0.0311975 | val_loss: 0.0312066 | Time: 1926.85 ms
[2022-04-10 15:49:14 main:574] : INFO : Epoch 1983 | loss: 0.0311964 | val_loss: 0.0312078 | Time: 1922.88 ms
[2022-04-10 15:49:15 main:574] : INFO : Epoch 1984 | loss: 0.0311952 | val_loss: 0.0312057 | Time: 1930.57 ms
[2022-04-10 15:49:17 main:574] : INFO : Epoch 1985 | loss: 0.0311943 | val_loss: 0.0312133 | Time: 1924 ms
[2022-04-10 15:49:19 main:574] : INFO : Epoch 1986 | loss: 0.0311969 | val_loss: 0.0312078 | Time: 1922.11 ms
[2022-04-10 15:49:21 main:574] : INFO : Epoch 1987 | loss: 0.0311947 | val_loss: 0.031207 | Time: 1923.15 ms
[2022-04-10 15:49:23 main:574] : INFO : Epoch 1988 | loss: 0.0311944 | val_loss: 0.031209 | Time: 1928.02 ms
[2022-04-10 15:49:25 main:574] : INFO : Epoch 1989 | loss: 0.0311946 | val_loss: 0.0312083 | Time: 1925.76 ms
[2022-04-10 15:49:27 main:574] : INFO : Epoch 1990 | loss: 0.0311942 | val_loss: 0.0312081 | Time: 1933.72 ms
[2022-04-10 15:49:29 main:574] : INFO : Epoch 1991 | loss: 0.0311954 | val_loss: 0.031209 | Time: 1933.28 ms
[2022-04-10 15:49:31 main:574] : INFO : Epoch 1992 | loss: 0.031195 | val_loss: 0.0312071 | Time: 1925.59 ms
[2022-04-10 15:49:33 main:574] : INFO : Epoch 1993 | loss: 0.0311956 | val_loss: 0.0312079 | Time: 1929.54 ms
[2022-04-10 15:49:35 main:574] : INFO : Epoch 1994 | loss: 0.0311952 | val_loss: 0.0312083 | Time: 1927.71 ms
[2022-04-10 15:49:37 main:574] : INFO : Epoch 1995 | loss: 0.0311954 | val_loss: 0.0312073 | Time: 1928.96 ms
[2022-04-10 15:49:39 main:574] : INFO : Epoch 1996 | loss: 0.0311955 | val_loss: 0.0312114 | Time: 1929.41 ms
[2022-04-10 15:49:41 main:574] : INFO : Epoch 1997 | loss: 0.0311949 | val_loss: 0.0312061 | Time: 1932 ms
[2022-04-10 15:49:43 main:574] : INFO : Epoch 1998 | loss: 0.0311949 | val_loss: 0.0312083 | Time: 1931.01 ms
[2022-04-10 15:49:44 main:574] : INFO : Epoch 1999 | loss: 0.0311955 | val_loss: 0.0312096 | Time: 1921.71 ms
[2022-04-10 15:49:46 main:574] : INFO : Epoch 2000 | loss: 0.0311962 | val_loss: 0.0312105 | Time: 1928.94 ms
[2022-04-10 15:49:48 main:574] : INFO : Epoch 2001 | loss: 0.0311969 | val_loss: 0.0312082 | Time: 1924.11 ms
[2022-04-10 15:49:50 main:574] : INFO : Epoch 2002 | loss: 0.0311947 | val_loss: 0.0312062 | Time: 1931.86 ms
[2022-04-10 15:49:52 main:574] : INFO : Epoch 2003 | loss: 0.0311959 | val_loss: 0.0312058 | Time: 1933.16 ms
[2022-04-10 15:49:54 main:574] : INFO : Epoch 2004 | loss: 0.0311941 | val_loss: 0.0312083 | Time: 1928.88 ms
[2022-04-10 15:49:56 main:574] : INFO : Epoch 2005 | loss: 0.0311961 | val_loss: 0.0312073 | Time: 1928.66 ms
[2022-04-10 15:49:58 main:574] : INFO : Epoch 2006 | loss: 0.0311952 | val_loss: 0.0312066 | Time: 1927.63 ms
[2022-04-10 15:50:00 main:574] : INFO : Epoch 2007 | loss: 0.0311947 | val_loss: 0.0312062 | Time: 1932.48 ms
[2022-04-10 15:50:02 main:574] : INFO : Epoch 2008 | loss: 0.031195 | val_loss: 0.0312067 | Time: 1930.4 ms
[2022-04-10 15:50:04 main:574] : INFO : Epoch 2009 | loss: 0.0311953 | val_loss: 0.0312058 | Time: 1930.18 ms
[2022-04-10 15:50:06 main:574] : INFO : Epoch 2010 | loss: 0.0311954 | val_loss: 0.0312075 | Time: 1935.4 ms
[2022-04-10 15:50:08 main:574] : INFO : Epoch 2011 | loss: 0.0311943 | val_loss: 0.031208 | Time: 1921.92 ms
[2022-04-10 15:50:10 main:574] : INFO : Epoch 2012 | loss: 0.0311946 | val_loss: 0.0312077 | Time: 1924.36 ms
[2022-04-10 15:50:12 main:574] : INFO : Epoch 2013 | loss: 0.0311945 | val_loss: 0.0312057 | Time: 1923.91 ms
[2022-04-10 15:50:13 main:574] : INFO : Epoch 2014 | loss: 0.0311943 | val_loss: 0.0312075 | Time: 1934.23 ms
[2022-04-10 15:50:15 main:574] : INFO : Epoch 2015 | loss: 0.0311943 | val_loss: 0.0312081 | Time: 1925.24 ms
[2022-04-10 15:50:17 main:574] : INFO : Epoch 2016 | loss: 0.0311941 | val_loss: 0.0312075 | Time: 1923.77 ms
[2022-04-10 15:50:19 main:574] : INFO : Epoch 2017 | loss: 0.0311948 | val_loss: 0.0312078 | Time: 1931.1 ms
[2022-04-10 15:50:21 main:574] : INFO : Epoch 2018 | loss: 0.0311942 | val_loss: 0.0312058 | Time: 1932.88 ms
[2022-04-10 15:50:23 main:574] : INFO : Epoch 2019 | loss: 0.0311951 | val_loss: 0.0312075 | Time: 1930.84 ms
[2022-04-10 15:50:25 main:574] : INFO : Epoch 2020 | loss: 0.0311963 | val_loss: 0.031207 | Time: 1924.11 ms
[2022-04-10 15:50:27 main:574] : INFO : Epoch 2021 | loss: 0.0311982 | val_loss: 0.0312055 | Time: 1930.26 ms
[2022-04-10 15:50:29 main:574] : INFO : Epoch 2022 | loss: 0.0311964 | val_loss: 0.031204 | Time: 1927.31 ms
[2022-04-10 15:50:31 main:574] : INFO : Epoch 2023 | loss: 0.031196 | val_loss: 0.0312054 | Time: 1936.41 ms
[2022-04-10 15:50:33 main:574] : INFO : Epoch 2024 | loss: 0.0311958 | val_loss: 0.0312056 | Time: 1937.9 ms
[2022-04-10 15:50:35 main:574] : INFO : Epoch 2025 | loss: 0.0311976 | val_loss: 0.0312071 | Time: 1926.65 ms
[2022-04-10 15:50:37 main:574] : INFO : Epoch 2026 | loss: 0.0311962 | val_loss: 0.0312065 | Time: 1929.41 ms
[2022-04-10 15:50:39 main:574] : INFO : Epoch 2027 | loss: 0.0311964 | val_loss: 0.0312087 | Time: 1919.87 ms
[2022-04-10 15:50:41 main:574] : INFO : Epoch 2028 | loss: 0.0311959 | val_loss: 0.0312083 | Time: 1922.36 ms
[2022-04-10 15:50:42 main:574] : INFO : Epoch 2029 | loss: 0.0311964 | val_loss: 0.0312051 | Time: 1934.26 ms
[2022-04-10 15:50:44 main:574] : INFO : Epoch 2030 | loss: 0.0311957 | val_loss: 0.0312058 | Time: 1933.66 ms
[2022-04-10 15:50:46 main:574] : INFO : Epoch 2031 | loss: 0.0311954 | val_loss: 0.031206 | Time: 1929.53 ms
[2022-04-10 15:50:48 main:574] : INFO : Epoch 2032 | loss: 0.0311956 | val_loss: 0.0312068 | Time: 1924.22 ms
[2022-04-10 15:50:50 main:574] : INFO : Epoch 2033 | loss: 0.0311952 | val_loss: 0.0312055 | Time: 1925.57 ms
[2022-04-10 15:50:52 main:574] : INFO : Epoch 2034 | loss: 0.0311958 | val_loss: 0.0312056 | Time: 1935.91 ms
[2022-04-10 15:50:54 main:574] : INFO : Epoch 2035 | loss: 0.0311961 | val_loss: 0.0312069 | Time: 1934.51 ms
[2022-04-10 15:50:56 main:574] : INFO : Epoch 2036 | loss: 0.0311956 | val_loss: 0.0312089 | Time: 1928.1 ms
[2022-04-10 15:50:58 main:574] : INFO : Epoch 2037 | loss: 0.0311959 | val_loss: 0.0312126 | Time: 1933.22 ms
[2022-04-10 15:51:00 main:574] : INFO : Epoch 2038 | loss: 0.031203 | val_loss: 0.031214 | Time: 1924.32 ms
[2022-04-10 15:51:02 main:574] : INFO : Epoch 2039 | loss: 0.0311987 | val_loss: 0.0312079 | Time: 1921.83 ms
[2022-04-10 15:51:04 main:574] : INFO : Epoch 2040 | loss: 0.0311963 | val_loss: 0.0312069 | Time: 1925.13 ms
[2022-04-10 15:51:06 main:574] : INFO : Epoch 2041 | loss: 0.031195 | val_loss: 0.0312079 | Time: 1936.11 ms
[2022-04-10 15:51:08 main:574] : INFO : Epoch 2042 | loss: 0.0311967 | val_loss: 0.0312069 | Time: 1935.04 ms
[2022-04-10 15:51:10 main:574] : INFO : Epoch 2043 | loss: 0.0311957 | val_loss: 0.0312112 | Time: 1936.28 ms
[2022-04-10 15:51:12 main:574] : INFO : Epoch 2044 | loss: 0.0311971 | val_loss: 0.031211 | Time: 1921.04 ms
[2022-04-10 15:51:13 main:574] : INFO : Epoch 2045 | loss: 0.0311962 | val_loss: 0.0312074 | Time: 1933.3 ms
[2022-04-10 15:51:15 main:574] : INFO : Epoch 2046 | loss: 0.0311965 | val_loss: 0.0312074 | Time: 1930.38 ms
[2022-04-10 15:51:17 main:574] : INFO : Epoch 2047 | loss: 0.0311964 | val_loss: 0.0312064 | Time: 1935.89 ms
[2022-04-10 15:51:19 main:574] : INFO : Epoch 2048 | loss: 0.0311959 | val_loss: 0.0312084 | Time: 1936.52 ms
[2022-04-10 15:51:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312084
[2022-04-10 15:51:19 main:603] : INFO : Saving end state to config to file
[2022-04-10 15:51:19 main:608] : INFO : Success, exiting..
15:51:19 (20264): 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)