Task 14284081
| Name | ParityModified-1647047682-3989-3-0_0 |
| Workunit | 11338573 |
| Created | 3 Apr 2022, 3:25:52 UTC |
| Sent | 10 Apr 2022, 5:23:55 UTC |
| Report deadline | 18 Apr 2022, 5:23:55 UTC |
| Received | 10 Apr 2022, 21:29:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 7 min 15 sec |
| CPU time | 1 hours 6 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311936 | val_loss: 0.0312113 | Time: 1967.63 ms
[2022-04-10 16:11:32 main:574] : INFO : Epoch 1543 | loss: 0.0311902 | val_loss: 0.0312107 | Time: 1946.02 ms
[2022-04-10 16:11:34 main:574] : INFO : Epoch 1544 | loss: 0.0311908 | val_loss: 0.0312108 | Time: 1938.01 ms
[2022-04-10 16:11:36 main:574] : INFO : Epoch 1545 | loss: 0.0311916 | val_loss: 0.0312114 | Time: 1990.16 ms
[2022-04-10 16:11:38 main:574] : INFO : Epoch 1546 | loss: 0.0311907 | val_loss: 0.0312114 | Time: 1969.69 ms
[2022-04-10 16:11:40 main:574] : INFO : Epoch 1547 | loss: 0.0311907 | val_loss: 0.0312113 | Time: 1961.04 ms
[2022-04-10 16:11:42 main:574] : INFO : Epoch 1548 | loss: 0.03119 | val_loss: 0.0312105 | Time: 1964.86 ms
[2022-04-10 16:11:44 main:574] : INFO : Epoch 1549 | loss: 0.0311916 | val_loss: 0.0312133 | Time: 1974.74 ms
[2022-04-10 16:11:46 main:574] : INFO : Epoch 1550 | loss: 0.0311917 | val_loss: 0.0312102 | Time: 1950.53 ms
[2022-04-10 16:11:48 main:574] : INFO : Epoch 1551 | loss: 0.0311929 | val_loss: 0.0312139 | Time: 1984.45 ms
[2022-04-10 16:11:50 main:574] : INFO : Epoch 1552 | loss: 0.0311973 | val_loss: 0.0312115 | Time: 2003.12 ms
[2022-04-10 16:11:52 main:574] : INFO : Epoch 1553 | loss: 0.0311977 | val_loss: 0.0312127 | Time: 2004.91 ms
[2022-04-10 16:11:54 main:574] : INFO : Epoch 1554 | loss: 0.0311954 | val_loss: 0.0312094 | Time: 1976.98 ms
[2022-04-10 16:11:56 main:574] : INFO : Epoch 1555 | loss: 0.0311935 | val_loss: 0.0312102 | Time: 1977.61 ms
[2022-04-10 16:11:58 main:574] : INFO : Epoch 1556 | loss: 0.0311925 | val_loss: 0.0312119 | Time: 1953.55 ms
[2022-04-10 16:12:00 main:574] : INFO : Epoch 1557 | loss: 0.0311939 | val_loss: 0.0312099 | Time: 1958.61 ms
[2022-04-10 16:12:02 main:574] : INFO : Epoch 1558 | loss: 0.031191 | val_loss: 0.0312116 | Time: 1943.3 ms
[2022-04-10 16:12:04 main:574] : INFO : Epoch 1559 | loss: 0.0311917 | val_loss: 0.0312118 | Time: 1975.5 ms
[2022-04-10 16:12:06 main:574] : INFO : Epoch 1560 | loss: 0.031191 | val_loss: 0.0312095 | Time: 1958.82 ms
[2022-04-10 16:12:08 main:574] : INFO : Epoch 1561 | loss: 0.0311905 | val_loss: 0.0312103 | Time: 1956.46 ms
[2022-04-10 16:12:10 main:574] : INFO : Epoch 1562 | loss: 0.0311912 | val_loss: 0.031209 | Time: 1955.87 ms
[2022-04-10 16:12:12 main:574] : INFO : Epoch 1563 | loss: 0.0311919 | val_loss: 0.031211 | Time: 1952.97 ms
[2022-04-10 16:12:14 main:574] : INFO : Epoch 1564 | loss: 0.0311924 | val_loss: 0.0312229 | Time: 1955.52 ms
[2022-04-10 16:12:16 main:574] : INFO : Epoch 1565 | loss: 0.031223 | val_loss: 0.0312305 | Time: 1929.37 ms
[2022-04-10 16:12:17 main:574] : INFO : Epoch 1566 | loss: 0.0312195 | val_loss: 0.0312191 | Time: 1980.36 ms
[2022-04-10 16:12:19 main:574] : INFO : Epoch 1567 | loss: 0.0312133 | val_loss: 0.0312167 | Time: 1952.35 ms
[2022-04-10 16:12:21 main:574] : INFO : Epoch 1568 | loss: 0.0312129 | val_loss: 0.0312167 | Time: 1937.42 ms
[2022-04-10 16:12:23 main:574] : INFO : Epoch 1569 | loss: 0.0312125 | val_loss: 0.031216 | Time: 1946.95 ms
[2022-04-10 16:12:25 main:574] : INFO : Epoch 1570 | loss: 0.0312111 | val_loss: 0.0312149 | Time: 1937.2 ms
[2022-04-10 16:12:27 main:574] : INFO : Epoch 1571 | loss: 0.0312098 | val_loss: 0.0312146 | Time: 1978.26 ms
[2022-04-10 16:12:29 main:574] : INFO : Epoch 1572 | loss: 0.0312093 | val_loss: 0.0312165 | Time: 1973.66 ms
[2022-04-10 16:12:31 main:574] : INFO : Epoch 1573 | loss: 0.0312096 | val_loss: 0.0312142 | Time: 1969.63 ms
[2022-04-10 16:12:33 main:574] : INFO : Epoch 1574 | loss: 0.0312083 | val_loss: 0.0312142 | Time: 1956.68 ms
[2022-04-10 16:12:35 main:574] : INFO : Epoch 1575 | loss: 0.0312089 | val_loss: 0.0312138 | Time: 1978.17 ms
[2022-04-10 16:12:37 main:574] : INFO : Epoch 1576 | loss: 0.0312082 | val_loss: 0.0312144 | Time: 1981.99 ms
[2022-04-10 16:12:39 main:574] : INFO : Epoch 1577 | loss: 0.031208 | val_loss: 0.0312175 | Time: 1941.87 ms
[2022-04-10 16:12:41 main:574] : INFO : Epoch 1578 | loss: 0.0312085 | val_loss: 0.0312134 | Time: 1980.4 ms
[2022-04-10 16:12:43 main:574] : INFO : Epoch 1579 | loss: 0.0312096 | val_loss: 0.0312133 | Time: 1934.88 ms
[2022-04-10 16:12:45 main:574] : INFO : Epoch 1580 | loss: 0.0312087 | val_loss: 0.0312137 | Time: 1940.81 ms
[2022-04-10 16:12:47 main:574] : INFO : Epoch 1581 | loss: 0.0312071 | val_loss: 0.031215 | Time: 1951.5 ms
[2022-04-10 16:12:49 main:574] : INFO : Epoch 1582 | loss: 0.0312093 | val_loss: 0.0312169 | Time: 1948.7 ms
[2022-04-10 16:12:51 main:574] : INFO : Epoch 1583 | loss: 0.0312096 | val_loss: 0.031214 | Time: 2005.09 ms
[2022-04-10 16:12:53 main:574] : INFO : Epoch 1584 | loss: 0.0312077 | val_loss: 0.0312145 | Time: 1957.98 ms
[2022-04-10 16:12:55 main:574] : INFO : Epoch 1585 | loss: 0.0312087 | val_loss: 0.0312194 | Time: 1956.9 ms
[2022-04-10 16:12:57 main:574] : INFO : Epoch 1586 | loss: 0.0312086 | val_loss: 0.0312143 | Time: 1948.16 ms
[2022-04-10 16:12:59 main:574] : INFO : Epoch 1587 | loss: 0.0312069 | val_loss: 0.0312171 | Time: 1960.7 ms
[2022-04-10 16:13:01 main:574] : INFO : Epoch 1588 | loss: 0.0312058 | val_loss: 0.031214 | Time: 2017.25 ms
[2022-04-10 16:13:03 main:574] : INFO : Epoch 1589 | loss: 0.0312055 | val_loss: 0.0312165 | Time: 1960.78 ms
[2022-04-10 16:13:05 main:574] : INFO : Epoch 1590 | loss: 0.0312049 | val_loss: 0.0312162 | Time: 1966.63 ms
[2022-04-10 16:13:07 main:574] : INFO : Epoch 1591 | loss: 0.0312049 | val_loss: 0.0312136 | Time: 1962.93 ms
[2022-04-10 16:13:09 main:574] : INFO : Epoch 1592 | loss: 0.0312037 | val_loss: 0.0312183 | Time: 1921.13 ms
[2022-04-10 16:13:11 main:574] : INFO : Epoch 1593 | loss: 0.031205 | val_loss: 0.0312173 | Time: 1969.64 ms
[2022-04-10 16:13:13 main:574] : INFO : Epoch 1594 | loss: 0.031206 | val_loss: 0.0312152 | Time: 1955.17 ms
[2022-04-10 16:13:14 main:574] : INFO : Epoch 1595 | loss: 0.0312055 | val_loss: 0.0312156 | Time: 1979.03 ms
[2022-04-10 16:13:16 main:574] : INFO : Epoch 1596 | loss: 0.0312041 | val_loss: 0.0312147 | Time: 1958.27 ms
[2022-04-10 16:13:18 main:574] : INFO : Epoch 1597 | loss: 0.0312049 | val_loss: 0.0312152 | Time: 1944.04 ms
[2022-04-10 16:13:20 main:574] : INFO : Epoch 1598 | loss: 0.0312043 | val_loss: 0.0312138 | Time: 1947.84 ms
[2022-04-10 16:13:22 main:574] : INFO : Epoch 1599 | loss: 0.0312033 | val_loss: 0.0312139 | Time: 1954.55 ms
[2022-04-10 16:13:24 main:574] : INFO : Epoch 1600 | loss: 0.0312026 | val_loss: 0.0312147 | Time: 1960.48 ms
[2022-04-10 16:13:26 main:574] : INFO : Epoch 1601 | loss: 0.031203 | val_loss: 0.0312148 | Time: 1930.9 ms
[2022-04-10 16:13:28 main:574] : INFO : Epoch 1602 | loss: 0.0312047 | val_loss: 0.0312138 | Time: 1951.34 ms
[2022-04-10 16:13:30 main:574] : INFO : Epoch 1603 | loss: 0.0312027 | val_loss: 0.031214 | Time: 1936.74 ms
[2022-04-10 16:13:32 main:574] : INFO : Epoch 1604 | loss: 0.0312019 | val_loss: 0.031213 | Time: 1963.53 ms
[2022-04-10 16:13:34 main:574] : INFO : Epoch 1605 | loss: 0.0312016 | val_loss: 0.0312157 | Time: 1977.5 ms
[2022-04-10 16:13:36 main:574] : INFO : Epoch 1606 | loss: 0.0312025 | val_loss: 0.0312141 | Time: 1935.78 ms
[2022-04-10 16:13:38 main:574] : INFO : Epoch 1607 | loss: 0.0312028 | val_loss: 0.0312142 | Time: 1959.48 ms
[2022-04-10 16:13:40 main:574] : INFO : Epoch 1608 | loss: 0.0312034 | val_loss: 0.0312155 | Time: 1952.21 ms
[2022-04-10 16:13:42 main:574] : INFO : Epoch 1609 | loss: 0.0312024 | val_loss: 0.0312128 | Time: 1958.84 ms
[2022-04-10 16:13:44 main:574] : INFO : Epoch 1610 | loss: 0.0312044 | val_loss: 0.0312169 | Time: 1975.55 ms
[2022-04-10 16:13:46 main:574] : INFO : Epoch 1611 | loss: 0.0312156 | val_loss: 0.0312229 | Time: 1959.12 ms
[2022-04-10 16:13:48 main:574] : INFO : Epoch 1612 | loss: 0.0312207 | val_loss: 0.0312293 | Time: 1954.38 ms
[2022-04-10 16:13:50 main:574] : INFO : Epoch 1613 | loss: 0.0312182 | val_loss: 0.0312221 | Time: 1958.37 ms
[2022-04-10 16:13:52 main:574] : INFO : Epoch 1614 | loss: 0.0312149 | val_loss: 0.03124 | Time: 1933.67 ms
[2022-04-10 16:13:54 main:574] : INFO : Epoch 1615 | loss: 0.0312218 | val_loss: 0.0312205 | Time: 1947.77 ms
[2022-04-10 16:13:56 main:574] : INFO : Epoch 1616 | loss: 0.0312135 | val_loss: 0.0312146 | Time: 1960.88 ms
[2022-04-10 16:13:58 main:574] : INFO : Epoch 1617 | loss: 0.0312093 | val_loss: 0.0312182 | Time: 1937.94 ms
[2022-04-10 16:13:59 main:574] : INFO : Epoch 1618 | loss: 0.0312082 | val_loss: 0.0312131 | Time: 1940.37 ms
[2022-04-10 16:14:01 main:574] : INFO : Epoch 1619 | loss: 0.031207 | val_loss: 0.0312133 | Time: 1940.39 ms
[2022-04-10 16:14:03 main:574] : INFO : Epoch 1620 | loss: 0.0312059 | val_loss: 0.0312129 | Time: 1943.47 ms
[2022-04-10 16:14:05 main:574] : INFO : Epoch 1621 | loss: 0.0312059 | val_loss: 0.0312138 | Time: 1968.18 ms
[2022-04-10 16:14:07 main:574] : INFO : Epoch 1622 | loss: 0.0312054 | val_loss: 0.0312151 | Time: 1968.06 ms
[2022-04-10 16:14:09 main:574] : INFO : Epoch 1623 | loss: 0.031207 | val_loss: 0.0312139 | Time: 1950.55 ms
[2022-04-10 16:14:11 main:574] : INFO : Epoch 1624 | loss: 0.0312086 | val_loss: 0.0312146 | Time: 1962.15 ms
[2022-04-10 16:14:13 main:574] : INFO : Epoch 1625 | loss: 0.0312071 | val_loss: 0.0312137 | Time: 1952.94 ms
[2022-04-10 16:14:15 main:574] : INFO : Epoch 1626 | loss: 0.0312055 | val_loss: 0.0312131 | Time: 1955.76 ms
[2022-04-10 16:14:17 main:574] : INFO : Epoch 1627 | loss: 0.0312055 | val_loss: 0.0312134 | Time: 1971.96 ms
[2022-04-10 16:14:19 main:574] : INFO : Epoch 1628 | loss: 0.0312044 | val_loss: 0.0312122 | Time: 1967.24 ms
[2022-04-10 16:14:21 main:574] : INFO : Epoch 1629 | loss: 0.0312036 | val_loss: 0.0312156 | Time: 1944.72 ms
[2022-04-10 16:14:23 main:574] : INFO : Epoch 1630 | loss: 0.0312044 | val_loss: 0.0312118 | Time: 1947.24 ms
[2022-04-10 16:14:25 main:574] : INFO : Epoch 1631 | loss: 0.0312036 | val_loss: 0.0312146 | Time: 1967.53 ms
[2022-04-10 16:14:27 main:574] : INFO : Epoch 1632 | loss: 0.0312039 | val_loss: 0.0312122 | Time: 1960.62 ms
[2022-04-10 16:14:29 main:574] : INFO : Epoch 1633 | loss: 0.0312039 | val_loss: 0.031213 | Time: 1929.08 ms
[2022-04-10 16:14:31 main:574] : INFO : Epoch 1634 | loss: 0.0312036 | val_loss: 0.0312118 | Time: 1964.59 ms
[2022-04-10 16:14:33 main:574] : INFO : Epoch 1635 | loss: 0.0312047 | val_loss: 0.0312147 | Time: 1968 ms
[2022-04-10 16:14:35 main:574] : INFO : Epoch 1636 | loss: 0.0312033 | val_loss: 0.0312128 | Time: 1953.66 ms
[2022-04-10 16:14:37 main:574] : INFO : Epoch 1637 | loss: 0.0312028 | val_loss: 0.0312117 | Time: 1974.21 ms
[2022-04-10 16:14:39 main:574] : INFO : Epoch 1638 | loss: 0.0312035 | val_loss: 0.0312128 | Time: 1956.27 ms
[2022-04-10 16:14:41 main:574] : INFO : Epoch 1639 | loss: 0.031205 | val_loss: 0.0312119 | Time: 1947.1 ms
[2022-04-10 16:14:43 main:574] : INFO : Epoch 1640 | loss: 0.0312034 | val_loss: 0.0312122 | Time: 1929.32 ms
[2022-04-10 16:14:45 main:574] : INFO : Epoch 1641 | loss: 0.0312023 | val_loss: 0.0312123 | Time: 1952.32 ms
[2022-04-10 16:14:47 main:574] : INFO : Epoch 1642 | loss: 0.031202 | val_loss: 0.0312142 | Time: 1945.68 ms
[2022-04-10 16:14:48 main:574] : INFO : Epoch 1643 | loss: 0.031202 | val_loss: 0.0312116 | Time: 1951.36 ms
[2022-04-10 16:14:50 main:574] : INFO : Epoch 1644 | loss: 0.0312013 | val_loss: 0.0312119 | Time: 1941.43 ms
[2022-04-10 16:14:52 main:574] : INFO : Epoch 1645 | loss: 0.0312017 | val_loss: 0.0312126 | Time: 1954.9 ms
[2022-04-10 16:14:54 main:574] : INFO : Epoch 1646 | loss: 0.0312015 | val_loss: 0.0312122 | Time: 1979.67 ms
[2022-04-10 16:14:56 main:574] : INFO : Epoch 1647 | loss: 0.0312023 | val_loss: 0.0312151 | Time: 1957.52 ms
[2022-04-10 16:14:58 main:574] : INFO : Epoch 1648 | loss: 0.0312034 | val_loss: 0.0312145 | Time: 1929.36 ms
[2022-04-10 16:15:00 main:574] : INFO : Epoch 1649 | loss: 0.031202 | val_loss: 0.0312116 | Time: 1955.77 ms
[2022-04-10 16:15:02 main:574] : INFO : Epoch 1650 | loss: 0.0312016 | val_loss: 0.0312122 | Time: 1915.5 ms
[2022-04-10 16:15:04 main:574] : INFO : Epoch 1651 | loss: 0.0312005 | val_loss: 0.0312122 | Time: 1930.59 ms
[2022-04-10 16:15:06 main:574] : INFO : Epoch 1652 | loss: 0.0312004 | val_loss: 0.0312111 | Time: 1968.9 ms
[2022-04-10 16:15:08 main:574] : INFO : Epoch 1653 | loss: 0.031202 | val_loss: 0.0312152 | Time: 1929.44 ms
[2022-04-10 16:15:10 main:574] : INFO : Epoch 1654 | loss: 0.0312028 | val_loss: 0.031213 | Time: 1934.55 ms
[2022-04-10 16:15:12 main:574] : INFO : Epoch 1655 | loss: 0.0312039 | val_loss: 0.0312118 | Time: 1965.86 ms
[2022-04-10 16:15:14 main:574] : INFO : Epoch 1656 | loss: 0.0312029 | val_loss: 0.0312118 | Time: 1958.13 ms
[2022-04-10 16:15:16 main:574] : INFO : Epoch 1657 | loss: 0.0312013 | val_loss: 0.0312139 | Time: 1943.98 ms
[2022-04-10 16:15:18 main:574] : INFO : Epoch 1658 | loss: 0.0312035 | val_loss: 0.0312115 | Time: 1965.38 ms
[2022-04-10 16:15:20 main:574] : INFO : Epoch 1659 | loss: 0.0312038 | val_loss: 0.031212 | Time: 1972.35 ms
[2022-04-10 16:15:22 main:574] : INFO : Epoch 1660 | loss: 0.0311995 | val_loss: 0.0312115 | Time: 1997.47 ms
[2022-04-10 16:15:24 main:574] : INFO : Epoch 1661 | loss: 0.0311998 | val_loss: 0.031211 | Time: 1966.05 ms
[2022-04-10 16:15:26 main:574] : INFO : Epoch 1662 | loss: 0.0312002 | val_loss: 0.0312106 | Time: 1960.84 ms
[2022-04-10 16:15:28 main:574] : INFO : Epoch 1663 | loss: 0.0311998 | val_loss: 0.0312121 | Time: 1953.86 ms
[2022-04-10 16:15:30 main:574] : INFO : Epoch 1664 | loss: 0.0312003 | val_loss: 0.0312119 | Time: 1969.52 ms
[2022-04-10 16:15:32 main:574] : INFO : Epoch 1665 | loss: 0.0312002 | val_loss: 0.0312117 | Time: 1960.18 ms
[2022-04-10 16:15:34 main:574] : INFO : Epoch 1666 | loss: 0.0312011 | val_loss: 0.0312126 | Time: 2016.89 ms
[2022-04-10 16:15:36 main:574] : INFO : Epoch 1667 | loss: 0.0311994 | val_loss: 0.0312114 | Time: 1950.13 ms
[2022-04-10 16:15:38 main:574] : INFO : Epoch 1668 | loss: 0.0312035 | val_loss: 0.031213 | Time: 1976.8 ms
[2022-04-10 16:15:40 main:574] : INFO : Epoch 1669 | loss: 0.031203 | val_loss: 0.0312128 | Time: 1977.37 ms
[2022-04-10 16:15:41 main:574] : INFO : Epoch 1670 | loss: 0.0312014 | val_loss: 0.0312116 | Time: 1957.61 ms
[2022-04-10 16:15:43 main:574] : INFO : Epoch 1671 | loss: 0.0312013 | val_loss: 0.0312118 | Time: 1990.37 ms
[2022-04-10 16:15:45 main:574] : INFO : Epoch 1672 | loss: 0.0311995 | val_loss: 0.0312121 | Time: 1975.89 ms
[2022-04-10 16:15:47 main:574] : INFO : Epoch 1673 | loss: 0.0311995 | val_loss: 0.0312194 | Time: 1955.51 ms
[2022-04-10 16:15:49 main:574] : INFO : Epoch 1674 | loss: 0.0312071 | val_loss: 0.031212 | Time: 1979.77 ms
[2022-04-10 16:15:51 main:574] : INFO : Epoch 1675 | loss: 0.0312044 | val_loss: 0.0312125 | Time: 2059.54 ms
[2022-04-10 16:15:53 main:574] : INFO : Epoch 1676 | loss: 0.0312027 | val_loss: 0.0312123 | Time: 1953.59 ms
[2022-04-10 16:15:55 main:574] : INFO : Epoch 1677 | loss: 0.0312085 | val_loss: 0.0312113 | Time: 1942.1 ms
[2022-04-10 16:15:57 main:574] : INFO : Epoch 1678 | loss: 0.0312081 | val_loss: 0.0312099 | Time: 1933.38 ms
[2022-04-10 16:15:59 main:574] : INFO : Epoch 1679 | loss: 0.0312073 | val_loss: 0.0312137 | Time: 1946.93 ms
[2022-04-10 16:16:01 main:574] : INFO : Epoch 1680 | loss: 0.0312132 | val_loss: 0.0312132 | Time: 1950.19 ms
[2022-04-10 16:16:03 main:574] : INFO : Epoch 1681 | loss: 0.0312117 | val_loss: 0.031215 | Time: 1938.7 ms
[2022-04-10 16:16:05 main:574] : INFO : Epoch 1682 | loss: 0.0312109 | val_loss: 0.0312114 | Time: 1949.27 ms
[2022-04-10 16:16:07 main:574] : INFO : Epoch 1683 | loss: 0.0312096 | val_loss: 0.0312118 | Time: 1951.43 ms
[2022-04-10 16:16:09 main:574] : INFO : Epoch 1684 | loss: 0.031209 | val_loss: 0.0312121 | Time: 1927.28 ms
[2022-04-10 16:16:11 main:574] : INFO : Epoch 1685 | loss: 0.0312075 | val_loss: 0.0312109 | Time: 1985.74 ms
[2022-04-10 16:16:13 main:574] : INFO : Epoch 1686 | loss: 0.0312068 | val_loss: 0.0312136 | Time: 1948.33 ms
[2022-04-10 16:16:15 main:574] : INFO : Epoch 1687 | loss: 0.0312108 | val_loss: 0.0312148 | Time: 1956.23 ms
[2022-04-10 16:16:17 main:574] : INFO : Epoch 1688 | loss: 0.0312066 | val_loss: 0.0312103 | Time: 1968.73 ms
[2022-04-10 16:16:19 main:574] : INFO : Epoch 1689 | loss: 0.0312052 | val_loss: 0.03121 | Time: 1946.55 ms
[2022-04-10 16:16:21 main:574] : INFO : Epoch 1690 | loss: 0.0312039 | val_loss: 0.0312113 | Time: 1948.22 ms
[2022-04-10 16:16:23 main:574] : INFO : Epoch 1691 | loss: 0.0312037 | val_loss: 0.0312103 | Time: 1960.29 ms
[2022-04-10 16:16:25 main:574] : INFO : Epoch 1692 | loss: 0.031204 | val_loss: 0.0312103 | Time: 1947.32 ms
[2022-04-10 16:16:27 main:574] : INFO : Epoch 1693 | loss: 0.0312035 | val_loss: 0.0312093 | Time: 1954.97 ms
[2022-04-10 16:16:29 main:574] : INFO : Epoch 1694 | loss: 0.0312026 | val_loss: 0.0312106 | Time: 1973.06 ms
[2022-04-10 16:16:31 main:574] : INFO : Epoch 1695 | loss: 0.0312054 | val_loss: 0.0312104 | Time: 1941.89 ms
[2022-04-10 16:16:33 main:574] : INFO : Epoch 1696 | loss: 0.0312043 | val_loss: 0.0312108 | Time: 1964.26 ms
[2022-04-10 16:16:35 main:574] : INFO : Epoch 1697 | loss: 0.0312055 | val_loss: 0.0312108 | Time: 1965.32 ms
[2022-04-10 16:16:36 main:574] : INFO : Epoch 1698 | loss: 0.0312072 | val_loss: 0.031212 | Time: 1939.6 ms
[2022-04-10 16:16:38 main:574] : INFO : Epoch 1699 | loss: 0.0312067 | val_loss: 0.0312131 | Time: 1954.2 ms
[2022-04-10 16:16:40 main:574] : INFO : Epoch 1700 | loss: 0.0312068 | val_loss: 0.0312129 | Time: 1958.09 ms
[2022-04-10 16:16:42 main:574] : INFO : Epoch 1701 | loss: 0.0312067 | val_loss: 0.031213 | Time: 1923.13 ms
[2022-04-10 16:16:44 main:574] : INFO : Epoch 1702 | loss: 0.0312049 | val_loss: 0.0312112 | Time: 1953.8 ms
[2022-04-10 16:16:46 main:574] : INFO : Epoch 1703 | loss: 0.0312045 | val_loss: 0.0312116 | Time: 1951.07 ms
[2022-04-10 16:16:48 main:574] : INFO : Epoch 1704 | loss: 0.031209 | val_loss: 0.0312175 | Time: 1960.74 ms
[2022-04-10 16:16:50 main:574] : INFO : Epoch 1705 | loss: 0.0312147 | val_loss: 0.0312166 | Time: 1930.81 ms
[2022-04-10 16:16:52 main:574] : INFO : Epoch 1706 | loss: 0.0312116 | val_loss: 0.0312162 | Time: 1971.92 ms
[2022-04-10 16:16:54 main:574] : INFO : Epoch 1707 | loss: 0.0312113 | val_loss: 0.0312149 | Time: 1950.7 ms
[2022-04-10 16:16:56 main:574] : INFO : Epoch 1708 | loss: 0.0312097 | val_loss: 0.0312148 | Time: 1935.98 ms
[2022-04-10 16:16:58 main:574] : INFO : Epoch 1709 | loss: 0.031209 | val_loss: 0.0312132 | Time: 1941.18 ms
[2022-04-10 16:17:00 main:574] : INFO : Epoch 1710 | loss: 0.0312086 | val_loss: 0.0312132 | Time: 2010.08 ms
[2022-04-10 16:17:02 main:574] : INFO : Epoch 1711 | loss: 0.0312071 | val_loss: 0.0312136 | Time: 1941.92 ms
[2022-04-10 16:17:04 main:574] : INFO : Epoch 1712 | loss: 0.0312067 | val_loss: 0.0312134 | Time: 1948.23 ms
[2022-04-10 16:17:06 main:574] : INFO : Epoch 1713 | loss: 0.0312075 | val_loss: 0.0312143 | Time: 1922.39 ms
[2022-04-10 16:17:08 main:574] : INFO : Epoch 1714 | loss: 0.0312062 | val_loss: 0.0312143 | Time: 1948.39 ms
[2022-04-10 16:17:10 main:574] : INFO : Epoch 1715 | loss: 0.0312059 | val_loss: 0.0312132 | Time: 1961.6 ms
[2022-04-10 16:17:12 main:574] : INFO : Epoch 1716 | loss: 0.0312052 | val_loss: 0.031214 | Time: 1942.8 ms
[2022-04-10 16:17:14 main:574] : INFO : Epoch 1717 | loss: 0.0312042 | val_loss: 0.031214 | Time: 1961.18 ms
[2022-04-10 16:17:16 main:574] : INFO : Epoch 1718 | loss: 0.0312045 | val_loss: 0.0312122 | Time: 1956.8 ms
[2022-04-10 16:17:18 main:574] : INFO : Epoch 1719 | loss: 0.0312068 | val_loss: 0.0312147 | Time: 1966.88 ms
[2022-04-10 16:17:19 main:574] : INFO : Epoch 1720 | loss: 0.0312065 | val_loss: 0.0312144 | Time: 1946.71 ms
[2022-04-10 16:17:21 main:574] : INFO : Epoch 1721 | loss: 0.0312071 | val_loss: 0.0312149 | Time: 1954.51 ms
[2022-04-10 16:17:23 main:574] : INFO : Epoch 1722 | loss: 0.0312046 | val_loss: 0.0312133 | Time: 1952.51 ms
[2022-04-10 16:17:25 main:574] : INFO : Epoch 1723 | loss: 0.0312033 | val_loss: 0.0312122 | Time: 1951.62 ms
[2022-04-10 16:17:27 main:574] : INFO : Epoch 1724 | loss: 0.0312067 | val_loss: 0.0312167 | Time: 1959.28 ms
[2022-04-10 16:17:29 main:574] : INFO : Epoch 1725 | loss: 0.0312097 | val_loss: 0.0312164 | Time: 1971.91 ms
[2022-04-10 16:17:31 main:574] : INFO : Epoch 1726 | loss: 0.0312089 | val_loss: 0.0312144 | Time: 1979.33 ms
[2022-04-10 16:17:33 main:574] : INFO : Epoch 1727 | loss: 0.0312086 | val_loss: 0.031219 | Time: 1970.14 ms
[2022-04-10 16:17:35 main:574] : INFO : Epoch 1728 | loss: 0.0312094 | val_loss: 0.0312151 | Time: 1983.12 ms
[2022-04-10 16:17:37 main:574] : INFO : Epoch 1729 | loss: 0.0312109 | val_loss: 0.031214 | Time: 1978.72 ms
[2022-04-10 16:17:39 main:574] : INFO : Epoch 1730 | loss: 0.0312094 | val_loss: 0.0312143 | Time: 1966.53 ms
[2022-04-10 16:17:41 main:574] : INFO : Epoch 1731 | loss: 0.0312096 | val_loss: 0.0312142 | Time: 1991.04 ms
[2022-04-10 16:17:43 main:574] : INFO : Epoch 1732 | loss: 0.0312092 | val_loss: 0.0312161 | Time: 1923.59 ms
[2022-04-10 16:17:45 main:574] : INFO : Epoch 1733 | loss: 0.0312094 | val_loss: 0.0312142 | Time: 1964.11 ms
[2022-04-10 16:17:47 main:574] : INFO : Epoch 1734 | loss: 0.0312137 | val_loss: 0.0312171 | Time: 1981.36 ms
[2022-04-10 16:17:49 main:574] : INFO : Epoch 1735 | loss: 0.0326667 | val_loss: 0.0324171 | Time: 1963.56 ms
[2022-04-10 16:17:51 main:574] : INFO : Epoch 1736 | loss: 0.0356555 | val_loss: 0.0317546 | Time: 1970.68 ms
[2022-04-10 16:17:53 main:574] : INFO : Epoch 1737 | loss: 0.0317159 | val_loss: 0.0313618 | Time: 1958.37 ms
[2022-04-10 16:17:55 main:574] : INFO : Epoch 1738 | loss: 0.0313355 | val_loss: 0.0312685 | Time: 1960.6 ms
[2022-04-10 16:17:57 main:574] : INFO : Epoch 1739 | loss: 0.0312634 | val_loss: 0.0312564 | Time: 1952.28 ms
[2022-04-10 16:17:59 main:574] : INFO : Epoch 1740 | loss: 0.0312515 | val_loss: 0.0312492 | Time: 1943.21 ms
[2022-04-10 16:18:01 main:574] : INFO : Epoch 1741 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1969.98 ms
[2022-04-10 16:18:03 main:574] : INFO : Epoch 1742 | loss: 0.0312467 | val_loss: 0.0312463 | Time: 1916.39 ms
[2022-04-10 16:18:05 main:574] : INFO : Epoch 1743 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 1969.55 ms
[2022-04-10 16:18:07 main:574] : INFO : Epoch 1744 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 1946.6 ms
[2022-04-10 16:18:09 main:574] : INFO : Epoch 1745 | loss: 0.0312433 | val_loss: 0.0312439 | Time: 1967.29 ms
[2022-04-10 16:18:11 main:574] : INFO : Epoch 1746 | loss: 0.031242 | val_loss: 0.0312423 | Time: 1955.7 ms
[2022-04-10 16:18:13 main:574] : INFO : Epoch 1747 | loss: 0.0312406 | val_loss: 0.031241 | Time: 1957.75 ms
[2022-04-10 16:18:15 main:574] : INFO : Epoch 1748 | loss: 0.0312398 | val_loss: 0.0312396 | Time: 1963.71 ms
[2022-04-10 16:18:16 main:574] : INFO : Epoch 1749 | loss: 0.0312378 | val_loss: 0.0312382 | Time: 1943.91 ms
[2022-04-10 16:18:18 main:574] : INFO : Epoch 1750 | loss: 0.0312359 | val_loss: 0.0312366 | Time: 1983.27 ms
[2022-04-10 16:18:20 main:574] : INFO : Epoch 1751 | loss: 0.0312344 | val_loss: 0.0312359 | Time: 1963.92 ms
[2022-04-10 16:18:22 main:574] : INFO : Epoch 1752 | loss: 0.0312325 | val_loss: 0.0312332 | Time: 1983.29 ms
[2022-04-10 16:18:24 main:574] : INFO : Epoch 1753 | loss: 0.0312304 | val_loss: 0.0312315 | Time: 1970.31 ms
[2022-04-10 16:18:26 main:574] : INFO : Epoch 1754 | loss: 0.0312297 | val_loss: 0.031231 | Time: 1967.69 ms
[2022-04-10 16:18:28 main:574] : INFO : Epoch 1755 | loss: 0.031227 | val_loss: 0.0312286 | Time: 1962.32 ms
[2022-04-10 16:18:30 main:574] : INFO : Epoch 1756 | loss: 0.0312252 | val_loss: 0.0312268 | Time: 1970.01 ms
[2022-04-10 16:18:32 main:574] : INFO : Epoch 1757 | loss: 0.0312239 | val_loss: 0.0312256 | Time: 1975.84 ms
[2022-04-10 16:18:34 main:574] : INFO : Epoch 1758 | loss: 0.0312218 | val_loss: 0.0312251 | Time: 1951.99 ms
[2022-04-10 16:18:36 main:574] : INFO : Epoch 1759 | loss: 0.0312216 | val_loss: 0.0312241 | Time: 1967.61 ms
[2022-04-10 16:18:38 main:574] : INFO : Epoch 1760 | loss: 0.0312204 | val_loss: 0.0312245 | Time: 1947.04 ms
[2022-04-10 16:18:40 main:574] : INFO : Epoch 1761 | loss: 0.0312202 | val_loss: 0.0312232 | Time: 1956.15 ms
[2022-04-10 16:18:42 main:574] : INFO : Epoch 1762 | loss: 0.0312203 | val_loss: 0.0312239 | Time: 1944.46 ms
[2022-04-10 16:18:44 main:574] : INFO : Epoch 1763 | loss: 0.0312195 | val_loss: 0.0312219 | Time: 1961.42 ms
[2022-04-10 16:18:46 main:574] : INFO : Epoch 1764 | loss: 0.0312188 | val_loss: 0.0312215 | Time: 1939.87 ms
[2022-04-10 16:18:48 main:574] : INFO : Epoch 1765 | loss: 0.0312186 | val_loss: 0.0312204 | Time: 1926.89 ms
[2022-04-10 16:18:50 main:574] : INFO : Epoch 1766 | loss: 0.0312178 | val_loss: 0.0312201 | Time: 1964.49 ms
[2022-04-10 16:18:52 main:574] : INFO : Epoch 1767 | loss: 0.0312178 | val_loss: 0.0312209 | Time: 1958.17 ms
[2022-04-10 16:18:54 main:574] : INFO : Epoch 1768 | loss: 0.0312178 | val_loss: 0.0312207 | Time: 1962.39 ms
[2022-04-10 16:18:56 main:574] : INFO : Epoch 1769 | loss: 0.0312173 | val_loss: 0.0312207 | Time: 1965.17 ms
[2022-04-10 16:18:58 main:574] : INFO : Epoch 1770 | loss: 0.0312178 | val_loss: 0.0312193 | Time: 1982.51 ms
[2022-04-10 16:19:00 main:574] : INFO : Epoch 1771 | loss: 0.0312182 | val_loss: 0.0312246 | Time: 2017.32 ms
[2022-04-10 16:19:02 main:574] : INFO : Epoch 1772 | loss: 0.0312175 | val_loss: 0.0312189 | Time: 1943.89 ms
[2022-04-10 16:19:04 main:574] : INFO : Epoch 1773 | loss: 0.0312173 | val_loss: 0.0312185 | Time: 1980.95 ms
[2022-04-10 16:19:06 main:574] : INFO : Epoch 1774 | loss: 0.0312169 | val_loss: 0.0312185 | Time: 2008.75 ms
[2022-04-10 16:19:08 main:574] : INFO : Epoch 1775 | loss: 0.0312162 | val_loss: 0.0312186 | Time: 1957.75 ms
[2022-04-10 16:19:10 main:574] : INFO : Epoch 1776 | loss: 0.0312168 | val_loss: 0.0312205 | Time: 1951.21 ms
[2022-04-10 16:19:12 main:574] : INFO : Epoch 1777 | loss: 0.0312166 | val_loss: 0.0312187 | Time: 1998.05 ms
[2022-04-10 16:19:14 main:574] : INFO : Epoch 1778 | loss: 0.0312171 | val_loss: 0.0312189 | Time: 1975.52 ms
[2022-04-10 16:19:16 main:574] : INFO : Epoch 1779 | loss: 0.0312167 | val_loss: 0.0312199 | Time: 1947.38 ms
[2022-04-10 16:19:18 main:574] : INFO : Epoch 1780 | loss: 0.0312159 | val_loss: 0.0312185 | Time: 1945.77 ms
[2022-04-10 16:19:19 main:574] : INFO : Epoch 1781 | loss: 0.031216 | val_loss: 0.0312183 | Time: 1932.37 ms
[2022-04-10 16:19:21 main:574] : INFO : Epoch 1782 | loss: 0.0312163 | val_loss: 0.0312188 | Time: 1936.28 ms
[2022-04-10 16:19:23 main:574] : INFO : Epoch 1783 | loss: 0.0312173 | val_loss: 0.0312204 | Time: 1961.25 ms
[2022-04-10 16:19:25 main:574] : INFO : Epoch 1784 | loss: 0.0312168 | val_loss: 0.0312175 | Time: 1953.66 ms
[2022-04-10 16:19:27 main:574] : INFO : Epoch 1785 | loss: 0.031215 | val_loss: 0.0312172 | Time: 1972.91 ms
[2022-04-10 16:19:29 main:574] : INFO : Epoch 1786 | loss: 0.0312147 | val_loss: 0.0312171 | Time: 1959.04 ms
[2022-04-10 16:19:31 main:574] : INFO : Epoch 1787 | loss: 0.0312159 | val_loss: 0.0312178 | Time: 1924.16 ms
[2022-04-10 16:19:33 main:574] : INFO : Epoch 1788 | loss: 0.031215 | val_loss: 0.0312178 | Time: 1962.18 ms
[2022-04-10 16:19:35 main:574] : INFO : Epoch 1789 | loss: 0.0312155 | val_loss: 0.031218 | Time: 1945.64 ms
[2022-04-10 16:19:37 main:574] : INFO : Epoch 1790 | loss: 0.0312151 | val_loss: 0.0312169 | Time: 1959.29 ms
[2022-04-10 16:19:39 main:574] : INFO : Epoch 1791 | loss: 0.0312144 | val_loss: 0.0312167 | Time: 1971.74 ms
[2022-04-10 16:19:41 main:574] : INFO : Epoch 1792 | loss: 0.031215 | val_loss: 0.0312225 | Time: 1963.44 ms
[2022-04-10 16:19:43 main:574] : INFO : Epoch 1793 | loss: 0.0312149 | val_loss: 0.0312167 | Time: 1941.35 ms
[2022-04-10 16:19:45 main:574] : INFO : Epoch 1794 | loss: 0.031214 | val_loss: 0.0312171 | Time: 1947.71 ms
[2022-04-10 16:19:47 main:574] : INFO : Epoch 1795 | loss: 0.0312137 | val_loss: 0.0312168 | Time: 1936.22 ms
[2022-04-10 16:19:49 main:574] : INFO : Epoch 1796 | loss: 0.0312141 | val_loss: 0.0312179 | Time: 1936.04 ms
[2022-04-10 16:19:51 main:574] : INFO : Epoch 1797 | loss: 0.0312141 | val_loss: 0.0312177 | Time: 1966.6 ms
[2022-04-10 16:19:53 main:574] : INFO : Epoch 1798 | loss: 0.0312142 | val_loss: 0.0312182 | Time: 1958.93 ms
[2022-04-10 16:19:55 main:574] : INFO : Epoch 1799 | loss: 0.031214 | val_loss: 0.0312184 | Time: 1936.05 ms
[2022-04-10 16:19:57 main:574] : INFO : Epoch 1800 | loss: 0.031214 | val_loss: 0.0312175 | Time: 1937.37 ms
[2022-04-10 16:19:59 main:574] : INFO : Epoch 1801 | loss: 0.031215 | val_loss: 0.0312174 | Time: 1959.53 ms
[2022-04-10 16:20:01 main:574] : INFO : Epoch 1802 | loss: 0.0312138 | val_loss: 0.0312173 | Time: 1945.32 ms
[2022-04-10 16:20:03 main:574] : INFO : Epoch 1803 | loss: 0.0312134 | val_loss: 0.0312174 | Time: 1971.8 ms
[2022-04-10 16:20:04 main:574] : INFO : Epoch 1804 | loss: 0.0312141 | val_loss: 0.0312173 | Time: 1951.49 ms
[2022-04-10 16:20:06 main:574] : INFO : Epoch 1805 | loss: 0.031214 | val_loss: 0.0312177 | Time: 1946.01 ms
[2022-04-10 16:20:08 main:574] : INFO : Epoch 1806 | loss: 0.031213 | val_loss: 0.0312189 | Time: 1957.87 ms
[2022-04-10 16:20:10 main:574] : INFO : Epoch 1807 | loss: 0.0312139 | val_loss: 0.0312178 | Time: 1950.27 ms
[2022-04-10 16:20:12 main:574] : INFO : Epoch 1808 | loss: 0.0312134 | val_loss: 0.0312179 | Time: 1933.53 ms
[2022-04-10 16:20:14 main:574] : INFO : Epoch 1809 | loss: 0.0312129 | val_loss: 0.0312195 | Time: 1953.48 ms
[2022-04-10 16:20:16 main:574] : INFO : Epoch 1810 | loss: 0.0312129 | val_loss: 0.0312169 | Time: 1954.21 ms
[2022-04-10 16:20:18 main:574] : INFO : Epoch 1811 | loss: 0.0312123 | val_loss: 0.0312165 | Time: 1937.47 ms
[2022-04-10 16:20:20 main:574] : INFO : Epoch 1812 | loss: 0.0312134 | val_loss: 0.0312162 | Time: 1969.74 ms
[2022-04-10 16:20:22 main:574] : INFO : Epoch 1813 | loss: 0.0312122 | val_loss: 0.0312169 | Time: 1952.58 ms
[2022-04-10 16:20:24 main:574] : INFO : Epoch 1814 | loss: 0.0312113 | val_loss: 0.0312162 | Time: 1967.37 ms
[2022-04-10 16:20:26 main:574] : INFO : Epoch 1815 | loss: 0.031212 | val_loss: 0.0312168 | Time: 1948.75 ms
[2022-04-10 16:20:28 main:574] : INFO : Epoch 1816 | loss: 0.0312113 | val_loss: 0.0312175 | Time: 1953.66 ms
[2022-04-10 16:20:30 main:574] : INFO : Epoch 1817 | loss: 0.0312115 | val_loss: 0.0312185 | Time: 1956.7 ms
[2022-04-10 16:20:32 main:574] : INFO : Epoch 1818 | loss: 0.0312113 | val_loss: 0.0312157 | Time: 1939.88 ms
[2022-04-10 16:20:34 main:574] : INFO : Epoch 1819 | loss: 0.0312117 | val_loss: 0.0312195 | Time: 1972.68 ms
[2022-04-10 16:20:36 main:574] : INFO : Epoch 1820 | loss: 0.0312101 | val_loss: 0.0312153 | Time: 2034.91 ms
[2022-04-10 16:20:38 main:574] : INFO : Epoch 1821 | loss: 0.0312098 | val_loss: 0.0312154 | Time: 2013.56 ms
[2022-04-10 16:20:40 main:574] : INFO : Epoch 1822 | loss: 0.0312099 | val_loss: 0.0312166 | Time: 1955.93 ms
[2022-04-10 16:20:42 main:574] : INFO : Epoch 1823 | loss: 0.0312113 | val_loss: 0.0312154 | Time: 1966.01 ms
[2022-04-10 16:20:44 main:574] : INFO : Epoch 1824 | loss: 0.0312108 | val_loss: 0.0312145 | Time: 1975.55 ms
[2022-04-10 16:20:46 main:574] : INFO : Epoch 1825 | loss: 0.031211 | val_loss: 0.0312138 | Time: 1940.73 ms
[2022-04-10 16:20:48 main:574] : INFO : Epoch 1826 | loss: 0.03121 | val_loss: 0.0312153 | Time: 2016.51 ms
[2022-04-10 16:20:50 main:574] : INFO : Epoch 1827 | loss: 0.0312099 | val_loss: 0.0312147 | Time: 1926.41 ms
[2022-04-10 16:20:52 main:574] : INFO : Epoch 1828 | loss: 0.0312095 | val_loss: 0.0312135 | Time: 1947.52 ms
[2022-04-10 16:20:54 main:574] : INFO : Epoch 1829 | loss: 0.0312087 | val_loss: 0.0312153 | Time: 1937.18 ms
[2022-04-10 16:20:56 main:574] : INFO : Epoch 1830 | loss: 0.0312097 | val_loss: 0.031214 | Time: 1911.12 ms
[2022-04-10 16:20:57 main:574] : INFO : Epoch 1831 | loss: 0.0312091 | val_loss: 0.0312134 | Time: 1954.45 ms
[2022-04-10 16:20:59 main:574] : INFO : Epoch 1832 | loss: 0.0312089 | val_loss: 0.0312144 | Time: 1955.88 ms
[2022-04-10 16:21:01 main:574] : INFO : Epoch 1833 | loss: 0.0312081 | val_loss: 0.031214 | Time: 1934.95 ms
[2022-04-10 16:21:03 main:574] : INFO : Epoch 1834 | loss: 0.0312083 | val_loss: 0.0312136 | Time: 1982.95 ms
[2022-04-10 16:21:05 main:574] : INFO : Epoch 1835 | loss: 0.0312094 | val_loss: 0.0312168 | Time: 1965.34 ms
[2022-04-10 16:21:07 main:574] : INFO : Epoch 1836 | loss: 0.0312109 | val_loss: 0.0312141 | Time: 1939.11 ms
[2022-04-10 16:21:09 main:574] : INFO : Epoch 1837 | loss: 0.0312084 | val_loss: 0.0312131 | Time: 1913.09 ms
[2022-04-10 16:21:11 main:574] : INFO : Epoch 1838 | loss: 0.0312082 | val_loss: 0.0312147 | Time: 2006.05 ms
[2022-04-10 16:21:13 main:574] : INFO : Epoch 1839 | loss: 0.0312095 | val_loss: 0.0312143 | Time: 1948.07 ms
[2022-04-10 16:21:15 main:574] : INFO : Epoch 1840 | loss: 0.0312085 | val_loss: 0.0312137 | Time: 1957.25 ms
[2022-04-10 16:21:17 main:574] : INFO : Epoch 1841 | loss: 0.0312077 | val_loss: 0.031214 | Time: 1947.23 ms
[2022-04-10 16:21:19 main:574] : INFO : Epoch 1842 | loss: 0.0312069 | val_loss: 0.0312131 | Time: 1948.3 ms
[2022-04-10 16:21:21 main:574] : INFO : Epoch 1843 | loss: 0.031207 | val_loss: 0.0312149 | Time: 1952.12 ms
[2022-04-10 16:21:23 main:574] : INFO : Epoch 1844 | loss: 0.0312082 | val_loss: 0.0312137 | Time: 1960.73 ms
[2022-04-10 16:21:25 main:574] : INFO : Epoch 1845 | loss: 0.0312076 | val_loss: 0.0312142 | Time: 1958.92 ms
[2022-04-10 16:21:27 main:574] : INFO : Epoch 1846 | loss: 0.0312076 | val_loss: 0.0312129 | Time: 1957.87 ms
[2022-04-10 16:21:29 main:574] : INFO : Epoch 1847 | loss: 0.0312073 | val_loss: 0.0312129 | Time: 1969.8 ms
[2022-04-10 16:21:31 main:574] : INFO : Epoch 1848 | loss: 0.0312075 | val_loss: 0.0312137 | Time: 1974.52 ms
[2022-04-10 16:21:33 main:574] : INFO : Epoch 1849 | loss: 0.031208 | val_loss: 0.0312131 | Time: 1938.12 ms
[2022-04-10 16:21:35 main:574] : INFO : Epoch 1850 | loss: 0.0312077 | val_loss: 0.0312145 | Time: 1953.28 ms
[2022-04-10 16:21:37 main:574] : INFO : Epoch 1851 | loss: 0.0312072 | val_loss: 0.0312136 | Time: 1938.1 ms
[2022-04-10 16:21:39 main:574] : INFO : Epoch 1852 | loss: 0.031207 | val_loss: 0.0312136 | Time: 1938.96 ms
[2022-04-10 16:21:41 main:574] : INFO : Epoch 1853 | loss: 0.0312063 | val_loss: 0.031214 | Time: 1949.02 ms
[2022-04-10 16:21:43 main:574] : INFO : Epoch 1854 | loss: 0.0312065 | val_loss: 0.031214 | Time: 1951.45 ms
[2022-04-10 16:21:44 main:574] : INFO : Epoch 1855 | loss: 0.0312059 | val_loss: 0.0312121 | Time: 1980.59 ms
[2022-04-10 16:21:46 main:574] : INFO : Epoch 1856 | loss: 0.0312059 | val_loss: 0.0312144 | Time: 1980.62 ms
[2022-04-10 16:21:48 main:574] : INFO : Epoch 1857 | loss: 0.0312068 | val_loss: 0.0312126 | Time: 1957.16 ms
[2022-04-10 16:21:50 main:574] : INFO : Epoch 1858 | loss: 0.0312077 | val_loss: 0.0312126 | Time: 1975.26 ms
[2022-04-10 16:21:52 main:574] : INFO : Epoch 1859 | loss: 0.0312066 | val_loss: 0.0312119 | Time: 1965.45 ms
[2022-04-10 16:21:54 main:574] : INFO : Epoch 1860 | loss: 0.0312056 | val_loss: 0.0312121 | Time: 1956.22 ms
[2022-04-10 16:21:56 main:574] : INFO : Epoch 1861 | loss: 0.0312061 | val_loss: 0.0312115 | Time: 1958.41 ms
[2022-04-10 16:21:58 main:574] : INFO : Epoch 1862 | loss: 0.0312053 | val_loss: 0.0312131 | Time: 1967.28 ms
[2022-04-10 16:22:00 main:574] : INFO : Epoch 1863 | loss: 0.0312056 | val_loss: 0.031213 | Time: 1967.48 ms
[2022-04-10 16:22:02 main:574] : INFO : Epoch 1864 | loss: 0.0312061 | val_loss: 0.0312127 | Time: 1955.77 ms
[2022-04-10 16:22:04 main:574] : INFO : Epoch 1865 | loss: 0.0312073 | val_loss: 0.031213 | Time: 1944.98 ms
[2022-04-10 16:22:06 main:574] : INFO : Epoch 1866 | loss: 0.031208 | val_loss: 0.0312116 | Time: 1968.34 ms
[2022-04-10 16:22:08 main:574] : INFO : Epoch 1867 | loss: 0.0312052 | val_loss: 0.031212 | Time: 1936.78 ms
[2022-04-10 16:22:10 main:574] : INFO : Epoch 1868 | loss: 0.0312053 | val_loss: 0.031214 | Time: 1975.94 ms
[2022-04-10 16:22:12 main:574] : INFO : Epoch 1869 | loss: 0.0312067 | val_loss: 0.0312224 | Time: 1957.27 ms
[2022-04-10 16:22:14 main:574] : INFO : Epoch 1870 | loss: 0.0312083 | val_loss: 0.0312133 | Time: 1967.72 ms
[2022-04-10 16:22:16 main:574] : INFO : Epoch 1871 | loss: 0.0312053 | val_loss: 0.0312118 | Time: 1944.75 ms
[2022-04-10 16:22:18 main:574] : INFO : Epoch 1872 | loss: 0.0312043 | val_loss: 0.0312129 | Time: 1963.87 ms
[2022-04-10 16:22:20 main:574] : INFO : Epoch 1873 | loss: 0.0312047 | val_loss: 0.0312126 | Time: 1966.99 ms
[2022-04-10 16:22:22 main:574] : INFO : Epoch 1874 | loss: 0.0312056 | val_loss: 0.0312142 | Time: 1959.13 ms
[2022-04-10 16:22:24 main:574] : INFO : Epoch 1875 | loss: 0.0312044 | val_loss: 0.0312115 | Time: 1955.26 ms
[2022-04-10 16:22:26 main:574] : INFO : Epoch 1876 | loss: 0.0312034 | val_loss: 0.0312118 | Time: 1962.73 ms
[2022-04-10 16:22:28 main:574] : INFO : Epoch 1877 | loss: 0.0312042 | val_loss: 0.0312135 | Time: 1960.98 ms
[2022-04-10 16:22:30 main:574] : INFO : Epoch 1878 | loss: 0.0312042 | val_loss: 0.0312127 | Time: 1952.45 ms
[2022-04-10 16:22:32 main:574] : INFO : Epoch 1879 | loss: 0.0312047 | val_loss: 0.0312126 | Time: 1976.37 ms
[2022-04-10 16:22:34 main:574] : INFO : Epoch 1880 | loss: 0.0312041 | val_loss: 0.0312148 | Time: 1988.82 ms
[2022-04-10 16:22:36 main:574] : INFO : Epoch 1881 | loss: 0.0312044 | val_loss: 0.0312127 | Time: 1971.89 ms
[2022-04-10 16:22:38 main:574] : INFO : Epoch 1882 | loss: 0.0312062 | val_loss: 0.0312125 | Time: 1952.95 ms
[2022-04-10 16:22:40 main:574] : INFO : Epoch 1883 | loss: 0.0312061 | val_loss: 0.031211 | Time: 1960.95 ms
[2022-04-10 16:22:42 main:574] : INFO : Epoch 1884 | loss: 0.031204 | val_loss: 0.0312146 | Time: 1949.32 ms
[2022-04-10 16:22:43 main:574] : INFO : Epoch 1885 | loss: 0.0312047 | val_loss: 0.0312134 | Time: 1963.69 ms
[2022-04-10 16:22:45 main:574] : INFO : Epoch 1886 | loss: 0.0312044 | val_loss: 0.0312112 | Time: 1946.76 ms
[2022-04-10 16:22:47 main:574] : INFO : Epoch 1887 | loss: 0.0312026 | val_loss: 0.0312116 | Time: 1938.88 ms
[2022-04-10 16:22:49 main:574] : INFO : Epoch 1888 | loss: 0.0312025 | val_loss: 0.0312115 | Time: 1958.03 ms
[2022-04-10 16:22:51 main:574] : INFO : Epoch 1889 | loss: 0.0312032 | val_loss: 0.0312111 | Time: 1950.07 ms
[2022-04-10 16:22:53 main:574] : INFO : Epoch 1890 | loss: 0.0312023 | val_loss: 0.0312106 | Time: 1937.49 ms
[2022-04-10 16:22:55 main:574] : INFO : Epoch 1891 | loss: 0.0312021 | val_loss: 0.0312104 | Time: 1973.76 ms
[2022-04-10 16:22:57 main:574] : INFO : Epoch 1892 | loss: 0.031202 | val_loss: 0.0312096 | Time: 1962.51 ms
[2022-04-10 16:22:59 main:574] : INFO : Epoch 1893 | loss: 0.0312008 | val_loss: 0.0312106 | Time: 1976.38 ms
[2022-04-10 16:23:01 main:574] : INFO : Epoch 1894 | loss: 0.0312004 | val_loss: 0.0312101 | Time: 1966.88 ms
[2022-04-10 16:23:03 main:574] : INFO : Epoch 1895 | loss: 0.0312006 | val_loss: 0.0312102 | Time: 1935.23 ms
[2022-04-10 16:23:05 main:574] : INFO : Epoch 1896 | loss: 0.031202 | val_loss: 0.0312164 | Time: 1942.69 ms
[2022-04-10 16:23:07 main:574] : INFO : Epoch 1897 | loss: 0.0312043 | val_loss: 0.0312106 | Time: 1954.36 ms
[2022-04-10 16:23:09 main:574] : INFO : Epoch 1898 | loss: 0.0312044 | val_loss: 0.0312122 | Time: 1956.88 ms
[2022-04-10 16:23:11 main:574] : INFO : Epoch 1899 | loss: 0.0312021 | val_loss: 0.0312105 | Time: 1960.73 ms
[2022-04-10 16:23:13 main:574] : INFO : Epoch 1900 | loss: 0.031208 | val_loss: 0.031214 | Time: 1965.1 ms
[2022-04-10 16:23:15 main:574] : INFO : Epoch 1901 | loss: 0.0312054 | val_loss: 0.0312172 | Time: 1952.55 ms
[2022-04-10 16:23:17 main:574] : INFO : Epoch 1902 | loss: 0.0312033 | val_loss: 0.0312104 | Time: 2133.91 ms
[2022-04-10 16:23:19 main:574] : INFO : Epoch 1903 | loss: 0.0312016 | val_loss: 0.0312112 | Time: 2116.85 ms
[2022-04-10 16:23:21 main:574] : INFO : Epoch 1904 | loss: 0.031206 | val_loss: 0.0312114 | Time: 2232.77 ms
[2022-04-10 16:23:24 main:574] : INFO : Epoch 1905 | loss: 0.031204 | val_loss: 0.031212 | Time: 2239.35 ms
[2022-04-10 16:23:26 main:574] : INFO : Epoch 1906 | loss: 0.0312036 | val_loss: 0.0312089 | Time: 2124.68 ms
[2022-04-10 16:23:28 main:574] : INFO : Epoch 1907 | loss: 0.0312036 | val_loss: 0.0312102 | Time: 2172.03 ms
[2022-04-10 16:23:30 main:574] : INFO : Epoch 1908 | loss: 0.0312021 | val_loss: 0.0312113 | Time: 2135.59 ms
[2022-04-10 16:23:32 main:574] : INFO : Epoch 1909 | loss: 0.0312014 | val_loss: 0.0312125 | Time: 2142.86 ms
[2022-04-10 16:23:34 main:574] : INFO : Epoch 1910 | loss: 0.031202 | val_loss: 0.0312105 | Time: 2140.49 ms
[2022-04-10 16:23:36 main:574] : INFO : Epoch 1911 | loss: 0.0312007 | val_loss: 0.0312101 | Time: 2157.43 ms
[2022-04-10 16:23:39 main:574] : INFO : Epoch 1912 | loss: 0.0312002 | val_loss: 0.0312101 | Time: 2161.52 ms
[2022-04-10 16:23:41 main:574] : INFO : Epoch 1913 | loss: 0.0312006 | val_loss: 0.0312115 | Time: 2175.22 ms
[2022-04-10 16:23:43 main:574] : INFO : Epoch 1914 | loss: 0.0312004 | val_loss: 0.0312107 | Time: 2176.71 ms
[2022-04-10 16:23:45 main:574] : INFO : Epoch 1915 | loss: 0.0311991 | val_loss: 0.0312099 | Time: 2100.99 ms
[2022-04-10 16:23:47 main:574] : INFO : Epoch 1916 | loss: 0.0311988 | val_loss: 0.0312115 | Time: 1943.58 ms
[2022-04-10 16:23:49 main:574] : INFO : Epoch 1917 | loss: 0.0311989 | val_loss: 0.0312101 | Time: 1968.12 ms
[2022-04-10 16:23:51 main:574] : INFO : Epoch 1918 | loss: 0.0311997 | val_loss: 0.03121 | Time: 1964.92 ms
[2022-04-10 16:23:53 main:574] : INFO : Epoch 1919 | loss: 0.0311983 | val_loss: 0.0312112 | Time: 1963.34 ms
[2022-04-10 16:23:55 main:574] : INFO : Epoch 1920 | loss: 0.0311982 | val_loss: 0.0312102 | Time: 1946.63 ms
[2022-04-10 16:23:57 main:574] : INFO : Epoch 1921 | loss: 0.0311983 | val_loss: 0.0312119 | Time: 1927.61 ms
[2022-04-10 16:23:59 main:574] : INFO : Epoch 1922 | loss: 0.0311985 | val_loss: 0.0312113 | Time: 1952.27 ms
[2022-04-10 16:24:01 main:574] : INFO : Epoch 1923 | loss: 0.0311985 | val_loss: 0.0312121 | Time: 1986.67 ms
[2022-04-10 16:24:03 main:574] : INFO : Epoch 1924 | loss: 0.0312 | val_loss: 0.0312138 | Time: 1965.12 ms
[2022-04-10 16:24:05 main:574] : INFO : Epoch 1925 | loss: 0.0311993 | val_loss: 0.0312112 | Time: 1963.78 ms
[2022-04-10 16:24:07 main:574] : INFO : Epoch 1926 | loss: 0.0311984 | val_loss: 0.031212 | Time: 1955.49 ms
[2022-04-10 16:24:09 main:574] : INFO : Epoch 1927 | loss: 0.0311985 | val_loss: 0.031211 | Time: 1945.4 ms
[2022-04-10 16:24:11 main:574] : INFO : Epoch 1928 | loss: 0.0311978 | val_loss: 0.0312108 | Time: 1926.38 ms
[2022-04-10 16:24:13 main:574] : INFO : Epoch 1929 | loss: 0.0311983 | val_loss: 0.0312119 | Time: 1943.34 ms
[2022-04-10 16:24:14 main:574] : INFO : Epoch 1930 | loss: 0.0311982 | val_loss: 0.0312112 | Time: 1950.22 ms
[2022-04-10 16:24:16 main:574] : INFO : Epoch 1931 | loss: 0.0311987 | val_loss: 0.0312112 | Time: 1933.65 ms
[2022-04-10 16:24:18 main:574] : INFO : Epoch 1932 | loss: 0.0311997 | val_loss: 0.0312107 | Time: 1971.34 ms
[2022-04-10 16:24:20 main:574] : INFO : Epoch 1933 | loss: 0.0311997 | val_loss: 0.0312126 | Time: 1970.45 ms
[2022-04-10 16:24:22 main:574] : INFO : Epoch 1934 | loss: 0.0312007 | val_loss: 0.0312099 | Time: 1933.82 ms
[2022-04-10 16:24:24 main:574] : INFO : Epoch 1935 | loss: 0.031201 | val_loss: 0.0312147 | Time: 1956.84 ms
[2022-04-10 16:24:26 main:574] : INFO : Epoch 1936 | loss: 0.0312006 | val_loss: 0.0312082 | Time: 1943.97 ms
[2022-04-10 16:24:28 main:574] : INFO : Epoch 1937 | loss: 0.0312004 | val_loss: 0.0312136 | Time: 1941.99 ms
[2022-04-10 16:24:30 main:574] : INFO : Epoch 1938 | loss: 0.031199 | val_loss: 0.0312095 | Time: 1973.57 ms
[2022-04-10 16:24:32 main:574] : INFO : Epoch 1939 | loss: 0.0311998 | val_loss: 0.0312104 | Time: 1968.51 ms
[2022-04-10 16:24:34 main:574] : INFO : Epoch 1940 | loss: 0.0312014 | val_loss: 0.031211 | Time: 1944.67 ms
[2022-04-10 16:24:36 main:574] : INFO : Epoch 1941 | loss: 0.0311996 | val_loss: 0.0312113 | Time: 1946.77 ms
[2022-04-10 16:24:38 main:574] : INFO : Epoch 1942 | loss: 0.0312033 | val_loss: 0.0312116 | Time: 1950.29 ms
[2022-04-10 16:24:40 main:574] : INFO : Epoch 1943 | loss: 0.0312032 | val_loss: 0.031211 | Time: 1953.78 ms
[2022-04-10 16:24:42 main:574] : INFO : Epoch 1944 | loss: 0.0312011 | val_loss: 0.0312121 | Time: 1961.6 ms
[2022-04-10 16:24:44 main:574] : INFO : Epoch 1945 | loss: 0.0312011 | val_loss: 0.0312107 | Time: 1931.13 ms
[2022-04-10 16:24:46 main:574] : INFO : Epoch 1946 | loss: 0.0312006 | val_loss: 0.0312111 | Time: 1958.08 ms
[2022-04-10 16:24:48 main:574] : INFO : Epoch 1947 | loss: 0.0312041 | val_loss: 0.0312116 | Time: 1929.75 ms
[2022-04-10 16:24:50 main:574] : INFO : Epoch 1948 | loss: 0.0312039 | val_loss: 0.0312112 | Time: 1936.49 ms
[2022-04-10 16:24:52 main:574] : INFO : Epoch 1949 | loss: 0.0312 | val_loss: 0.0312112 | Time: 1950.46 ms
[2022-04-10 16:24:54 main:574] : INFO : Epoch 1950 | loss: 0.0312004 | val_loss: 0.03121 | Time: 1961.58 ms
[2022-04-10 16:24:56 main:574] : INFO : Epoch 1951 | loss: 0.0311995 | val_loss: 0.031218 | Time: 1939.39 ms
[2022-04-10 16:24:58 main:574] : INFO : Epoch 1952 | loss: 0.0312042 | val_loss: 0.0312159 | Time: 1963.7 ms
[2022-04-10 16:24:59 main:574] : INFO : Epoch 1953 | loss: 0.031205 | val_loss: 0.0312111 | Time: 1986.03 ms
[2022-04-10 16:25:01 main:574] : INFO : Epoch 1954 | loss: 0.0312013 | val_loss: 0.0312108 | Time: 1970.11 ms
[2022-04-10 16:25:03 main:574] : INFO : Epoch 1955 | loss: 0.031216 | val_loss: 0.0312246 | Time: 1922.17 ms
[2022-04-10 16:25:05 main:574] : INFO : Epoch 1956 | loss: 0.0312209 | val_loss: 0.0312199 | Time: 1953.17 ms
[2022-04-10 16:25:07 main:574] : INFO : Epoch 1957 | loss: 0.0312131 | val_loss: 0.0312158 | Time: 1975.78 ms
[2022-04-10 16:25:09 main:574] : INFO : Epoch 1958 | loss: 0.0312089 | val_loss: 0.0312136 | Time: 1973.24 ms
[2022-04-10 16:25:11 main:574] : INFO : Epoch 1959 | loss: 0.0312064 | val_loss: 0.0312114 | Time: 1946.28 ms
[2022-04-10 16:25:13 main:574] : INFO : Epoch 1960 | loss: 0.0312054 | val_loss: 0.0312139 | Time: 1985.02 ms
[2022-04-10 16:25:15 main:574] : INFO : Epoch 1961 | loss: 0.0312042 | val_loss: 0.0312127 | Time: 1950.59 ms
[2022-04-10 16:25:17 main:574] : INFO : Epoch 1962 | loss: 0.031204 | val_loss: 0.0312101 | Time: 1930.65 ms
[2022-04-10 16:25:19 main:574] : INFO : Epoch 1963 | loss: 0.0312026 | val_loss: 0.0312117 | Time: 1972.59 ms
[2022-04-10 16:25:21 main:574] : INFO : Epoch 1964 | loss: 0.0312022 | val_loss: 0.03121 | Time: 1983.63 ms
[2022-04-10 16:25:23 main:574] : INFO : Epoch 1965 | loss: 0.0312034 | val_loss: 0.0312124 | Time: 1964.43 ms
[2022-04-10 16:25:25 main:574] : INFO : Epoch 1966 | loss: 0.0312037 | val_loss: 0.0312158 | Time: 1928.79 ms
[2022-04-10 16:25:27 main:574] : INFO : Epoch 1967 | loss: 0.0312055 | val_loss: 0.03121 | Time: 1976.03 ms
[2022-04-10 16:25:29 main:574] : INFO : Epoch 1968 | loss: 0.0312022 | val_loss: 0.0312099 | Time: 1957.85 ms
[2022-04-10 16:25:31 main:574] : INFO : Epoch 1969 | loss: 0.0312019 | val_loss: 0.0312117 | Time: 1942.16 ms
[2022-04-10 16:25:33 main:574] : INFO : Epoch 1970 | loss: 0.0312005 | val_loss: 0.0312117 | Time: 2021.42 ms
[2022-04-10 16:25:35 main:574] : INFO : Epoch 1971 | loss: 0.0312004 | val_loss: 0.0312091 | Time: 1974.29 ms
[2022-04-10 16:25:37 main:574] : INFO : Epoch 1972 | loss: 0.0311983 | val_loss: 0.0312093 | Time: 1970.83 ms
[2022-04-10 16:25:39 main:574] : INFO : Epoch 1973 | loss: 0.0311987 | val_loss: 0.0312101 | Time: 1946.05 ms
[2022-04-10 16:25:41 main:574] : INFO : Epoch 1974 | loss: 0.031198 | val_loss: 0.0312097 | Time: 1950.84 ms
[2022-04-10 16:25:43 main:574] : INFO : Epoch 1975 | loss: 0.0311973 | val_loss: 0.0312111 | Time: 1956.99 ms
[2022-04-10 16:25:45 main:574] : INFO : Epoch 1976 | loss: 0.0312052 | val_loss: 0.031214 | Time: 1962.61 ms
[2022-04-10 16:25:47 main:574] : INFO : Epoch 1977 | loss: 0.031207 | val_loss: 0.0312177 | Time: 1947.79 ms
[2022-04-10 16:25:49 main:574] : INFO : Epoch 1978 | loss: 0.031206 | val_loss: 0.0312154 | Time: 2009.1 ms
[2022-04-10 16:25:51 main:574] : INFO : Epoch 1979 | loss: 0.0312056 | val_loss: 0.0312138 | Time: 2002.96 ms
[2022-04-10 16:25:53 main:574] : INFO : Epoch 1980 | loss: 0.0312043 | val_loss: 0.0312149 | Time: 1952.09 ms
[2022-04-10 16:25:55 main:574] : INFO : Epoch 1981 | loss: 0.0312031 | val_loss: 0.0312147 | Time: 1956.73 ms
[2022-04-10 16:25:57 main:574] : INFO : Epoch 1982 | loss: 0.0312029 | val_loss: 0.0312129 | Time: 1950.54 ms
[2022-04-10 16:25:59 main:574] : INFO : Epoch 1983 | loss: 0.0312015 | val_loss: 0.0312139 | Time: 1943.18 ms
[2022-04-10 16:26:00 main:574] : INFO : Epoch 1984 | loss: 0.0312006 | val_loss: 0.0312109 | Time: 1987.09 ms
[2022-04-10 16:26:02 main:574] : INFO : Epoch 1985 | loss: 0.0312009 | val_loss: 0.0312111 | Time: 1937.64 ms
[2022-04-10 16:26:04 main:574] : INFO : Epoch 1986 | loss: 0.0311992 | val_loss: 0.0312111 | Time: 1962.38 ms
[2022-04-10 16:26:06 main:574] : INFO : Epoch 1987 | loss: 0.0311987 | val_loss: 0.0312119 | Time: 1959.28 ms
[2022-04-10 16:26:08 main:574] : INFO : Epoch 1988 | loss: 0.0311989 | val_loss: 0.0312103 | Time: 1957.93 ms
[2022-04-10 16:26:10 main:574] : INFO : Epoch 1989 | loss: 0.0311991 | val_loss: 0.0312111 | Time: 1941.43 ms
[2022-04-10 16:26:12 main:574] : INFO : Epoch 1990 | loss: 0.0312005 | val_loss: 0.0312118 | Time: 1958.32 ms
[2022-04-10 16:26:14 main:574] : INFO : Epoch 1991 | loss: 0.031197 | val_loss: 0.0312114 | Time: 1969.26 ms
[2022-04-10 16:26:16 main:574] : INFO : Epoch 1992 | loss: 0.0311961 | val_loss: 0.0312123 | Time: 1956.45 ms
[2022-04-10 16:26:18 main:574] : INFO : Epoch 1993 | loss: 0.031196 | val_loss: 0.0312105 | Time: 1966.67 ms
[2022-04-10 16:26:20 main:574] : INFO : Epoch 1994 | loss: 0.0311963 | val_loss: 0.0312141 | Time: 1941.39 ms
[2022-04-10 16:26:22 main:574] : INFO : Epoch 1995 | loss: 0.0311995 | val_loss: 0.0312125 | Time: 1950.71 ms
[2022-04-10 16:26:24 main:574] : INFO : Epoch 1996 | loss: 0.0311985 | val_loss: 0.0312094 | Time: 1953.37 ms
[2022-04-10 16:26:26 main:574] : INFO : Epoch 1997 | loss: 0.031197 | val_loss: 0.0312104 | Time: 1958.27 ms
[2022-04-10 16:26:28 main:574] : INFO : Epoch 1998 | loss: 0.0311959 | val_loss: 0.0312117 | Time: 1966 ms
[2022-04-10 16:26:30 main:574] : INFO : Epoch 1999 | loss: 0.0311955 | val_loss: 0.0312128 | Time: 1958.35 ms
[2022-04-10 16:26:32 main:574] : INFO : Epoch 2000 | loss: 0.0311953 | val_loss: 0.0312127 | Time: 1998.3 ms
[2022-04-10 16:26:34 main:574] : INFO : Epoch 2001 | loss: 0.0311954 | val_loss: 0.0312108 | Time: 1945.81 ms
[2022-04-10 16:26:36 main:574] : INFO : Epoch 2002 | loss: 0.0311948 | val_loss: 0.0312115 | Time: 1956.7 ms
[2022-04-10 16:26:38 main:574] : INFO : Epoch 2003 | loss: 0.0311933 | val_loss: 0.0312101 | Time: 1953.22 ms
[2022-04-10 16:26:40 main:574] : INFO : Epoch 2004 | loss: 0.0311939 | val_loss: 0.0312111 | Time: 1944.31 ms
[2022-04-10 16:26:42 main:574] : INFO : Epoch 2005 | loss: 0.0311952 | val_loss: 0.0312114 | Time: 1950.34 ms
[2022-04-10 16:26:44 main:574] : INFO : Epoch 2006 | loss: 0.0311955 | val_loss: 0.0312102 | Time: 1962.46 ms
[2022-04-10 16:26:46 main:574] : INFO : Epoch 2007 | loss: 0.0311957 | val_loss: 0.0312186 | Time: 1968.3 ms
[2022-04-10 16:26:48 main:574] : INFO : Epoch 2008 | loss: 0.0311962 | val_loss: 0.0312094 | Time: 1986.16 ms
[2022-04-10 16:26:50 main:574] : INFO : Epoch 2009 | loss: 0.0311926 | val_loss: 0.0312098 | Time: 1960.66 ms
[2022-04-10 16:26:52 main:574] : INFO : Epoch 2010 | loss: 0.0311927 | val_loss: 0.0312118 | Time: 1966.55 ms
[2022-04-10 16:26:54 main:574] : INFO : Epoch 2011 | loss: 0.0311933 | val_loss: 0.0312115 | Time: 1967.49 ms
[2022-04-10 16:26:55 main:574] : INFO : Epoch 2012 | loss: 0.031194 | val_loss: 0.0312125 | Time: 1974.82 ms
[2022-04-10 16:26:57 main:574] : INFO : Epoch 2013 | loss: 0.0311943 | val_loss: 0.0312151 | Time: 1965.88 ms
[2022-04-10 16:26:59 main:574] : INFO : Epoch 2014 | loss: 0.0311985 | val_loss: 0.0312092 | Time: 1978.84 ms
[2022-04-10 16:27:01 main:574] : INFO : Epoch 2015 | loss: 0.031197 | val_loss: 0.0312091 | Time: 1959.88 ms
[2022-04-10 16:27:03 main:574] : INFO : Epoch 2016 | loss: 0.0311944 | val_loss: 0.0312098 | Time: 1960.93 ms
[2022-04-10 16:27:05 main:574] : INFO : Epoch 2017 | loss: 0.0311928 | val_loss: 0.0312095 | Time: 1936.89 ms
[2022-04-10 16:27:07 main:574] : INFO : Epoch 2018 | loss: 0.0311918 | val_loss: 0.0312094 | Time: 1947.76 ms
[2022-04-10 16:27:09 main:574] : INFO : Epoch 2019 | loss: 0.0311907 | val_loss: 0.031209 | Time: 1978.07 ms
[2022-04-10 16:27:11 main:574] : INFO : Epoch 2020 | loss: 0.0311917 | val_loss: 0.0312093 | Time: 1997.9 ms
[2022-04-10 16:27:13 main:574] : INFO : Epoch 2021 | loss: 0.031192 | val_loss: 0.0312102 | Time: 1959.13 ms
[2022-04-10 16:27:15 main:574] : INFO : Epoch 2022 | loss: 0.031194 | val_loss: 0.0312079 | Time: 1991.69 ms
[2022-04-10 16:27:17 main:574] : INFO : Epoch 2023 | loss: 0.0311921 | val_loss: 0.0312078 | Time: 1959.59 ms
[2022-04-10 16:27:19 main:574] : INFO : Epoch 2024 | loss: 0.0311916 | val_loss: 0.0312104 | Time: 1935.88 ms
[2022-04-10 16:27:21 main:574] : INFO : Epoch 2025 | loss: 0.0311926 | val_loss: 0.0312095 | Time: 1962.26 ms
[2022-04-10 16:27:23 main:574] : INFO : Epoch 2026 | loss: 0.0311929 | val_loss: 0.0312112 | Time: 1953.55 ms
[2022-04-10 16:27:25 main:574] : INFO : Epoch 2027 | loss: 0.0311913 | val_loss: 0.0312085 | Time: 1959.96 ms
[2022-04-10 16:27:27 main:574] : INFO : Epoch 2028 | loss: 0.0311918 | val_loss: 0.0312084 | Time: 1979.75 ms
[2022-04-10 16:27:29 main:574] : INFO : Epoch 2029 | loss: 0.0311906 | val_loss: 0.0312091 | Time: 1983.89 ms
[2022-04-10 16:27:31 main:574] : INFO : Epoch 2030 | loss: 0.0311903 | val_loss: 0.031209 | Time: 1972.1 ms
[2022-04-10 16:27:33 main:574] : INFO : Epoch 2031 | loss: 0.0311903 | val_loss: 0.0312087 | Time: 1970.98 ms
[2022-04-10 16:27:35 main:574] : INFO : Epoch 2032 | loss: 0.0311924 | val_loss: 0.0312082 | Time: 1945.77 ms
[2022-04-10 16:27:37 main:574] : INFO : Epoch 2033 | loss: 0.0311917 | val_loss: 0.0312085 | Time: 1955.14 ms
[2022-04-10 16:27:39 main:574] : INFO : Epoch 2034 | loss: 0.0311922 | val_loss: 0.0312108 | Time: 1938.42 ms
[2022-04-10 16:27:41 main:574] : INFO : Epoch 2035 | loss: 0.0311931 | val_loss: 0.0312126 | Time: 1995.91 ms
[2022-04-10 16:27:43 main:574] : INFO : Epoch 2036 | loss: 0.0311924 | val_loss: 0.0312113 | Time: 1989.82 ms
[2022-04-10 16:27:45 main:574] : INFO : Epoch 2037 | loss: 0.0311947 | val_loss: 0.0312066 | Time: 1965.71 ms
[2022-04-10 16:27:47 main:574] : INFO : Epoch 2038 | loss: 0.0311921 | val_loss: 0.0312153 | Time: 1955.62 ms
[2022-04-10 16:27:49 main:574] : INFO : Epoch 2039 | loss: 0.0311909 | val_loss: 0.0312073 | Time: 1924.38 ms
[2022-04-10 16:27:51 main:574] : INFO : Epoch 2040 | loss: 0.0311887 | val_loss: 0.0312069 | Time: 1977.67 ms
[2022-04-10 16:27:53 main:574] : INFO : Epoch 2041 | loss: 0.0311897 | val_loss: 0.0312073 | Time: 1983.29 ms
[2022-04-10 16:27:55 main:574] : INFO : Epoch 2042 | loss: 0.0311905 | val_loss: 0.0312098 | Time: 1951.02 ms
[2022-04-10 16:27:57 main:574] : INFO : Epoch 2043 | loss: 0.0311962 | val_loss: 0.0312117 | Time: 1960.07 ms
[2022-04-10 16:27:59 main:574] : INFO : Epoch 2044 | loss: 0.0311979 | val_loss: 0.0312078 | Time: 1972.79 ms
[2022-04-10 16:28:00 main:574] : INFO : Epoch 2045 | loss: 0.0311976 | val_loss: 0.0312094 | Time: 1971.62 ms
[2022-04-10 16:28:02 main:574] : INFO : Epoch 2046 | loss: 0.0311967 | val_loss: 0.0312066 | Time: 1949.07 ms
[2022-04-10 16:28:04 main:574] : INFO : Epoch 2047 | loss: 0.0311937 | val_loss: 0.0312108 | Time: 1948.52 ms
[2022-04-10 16:28:06 main:574] : INFO : Epoch 2048 | loss: 0.0311957 | val_loss: 0.0312074 | Time: 1975.79 ms
[2022-04-10 16:28:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312074
[2022-04-10 16:28:06 main:603] : INFO : Saving end state to config to file
[2022-04-10 16:28:06 main:608] : INFO : Success, exiting..
16:28:06 (17952): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)