Task 14543706
| Name | ParityModified-1647045444-9465-3-0_0 |
| Workunit | 11574753 |
| Created | 7 Apr 2022, 18:51:38 UTC |
| Sent | 11 Apr 2022, 5:25:20 UTC |
| Report deadline | 19 Apr 2022, 5:25:20 UTC |
| Received | 11 Apr 2022, 20:37:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 7 min 54 sec |
| CPU time | 1 hours 7 min 34 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: 0.0312127 | val_loss: 0.0312119 | Time: 1981.74 ms
[2022-04-11 16:20:32 main:574] : INFO : Epoch 1543 | loss: 0.0312116 | val_loss: 0.0312114 | Time: 1981.97 ms
[2022-04-11 16:20:34 main:574] : INFO : Epoch 1544 | loss: 0.0312119 | val_loss: 0.0312125 | Time: 1975.82 ms
[2022-04-11 16:20:35 main:574] : INFO : Epoch 1545 | loss: 0.0312127 | val_loss: 0.0312168 | Time: 1956.06 ms
[2022-04-11 16:20:37 main:574] : INFO : Epoch 1546 | loss: 0.0312137 | val_loss: 0.0312131 | Time: 1978.99 ms
[2022-04-11 16:20:39 main:574] : INFO : Epoch 1547 | loss: 0.0312135 | val_loss: 0.0312143 | Time: 1969.47 ms
[2022-04-11 16:20:41 main:574] : INFO : Epoch 1548 | loss: 0.0312129 | val_loss: 0.0312153 | Time: 1966.18 ms
[2022-04-11 16:20:43 main:574] : INFO : Epoch 1549 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 1987.78 ms
[2022-04-11 16:20:45 main:574] : INFO : Epoch 1550 | loss: 0.0312111 | val_loss: 0.0312126 | Time: 1958.43 ms
[2022-04-11 16:20:47 main:574] : INFO : Epoch 1551 | loss: 0.0312114 | val_loss: 0.0312127 | Time: 1967.94 ms
[2022-04-11 16:20:49 main:574] : INFO : Epoch 1552 | loss: 0.0312113 | val_loss: 0.0312146 | Time: 1940.85 ms
[2022-04-11 16:20:51 main:574] : INFO : Epoch 1553 | loss: 0.0312135 | val_loss: 0.0312125 | Time: 1991.86 ms
[2022-04-11 16:20:53 main:574] : INFO : Epoch 1554 | loss: 0.0312125 | val_loss: 0.0312117 | Time: 1939.31 ms
[2022-04-11 16:20:55 main:574] : INFO : Epoch 1555 | loss: 0.0312122 | val_loss: 0.0312119 | Time: 1974.47 ms
[2022-04-11 16:20:57 main:574] : INFO : Epoch 1556 | loss: 0.0312132 | val_loss: 0.0312141 | Time: 1986.69 ms
[2022-04-11 16:20:59 main:574] : INFO : Epoch 1557 | loss: 0.0312111 | val_loss: 0.0312118 | Time: 1965.87 ms
[2022-04-11 16:21:01 main:574] : INFO : Epoch 1558 | loss: 0.0312124 | val_loss: 0.0312132 | Time: 1994.57 ms
[2022-04-11 16:21:03 main:574] : INFO : Epoch 1559 | loss: 0.0312128 | val_loss: 0.0312138 | Time: 1972.23 ms
[2022-04-11 16:21:05 main:574] : INFO : Epoch 1560 | loss: 0.0312121 | val_loss: 0.0312121 | Time: 1974.23 ms
[2022-04-11 16:21:07 main:574] : INFO : Epoch 1561 | loss: 0.0312141 | val_loss: 0.0312217 | Time: 1965.2 ms
[2022-04-11 16:21:09 main:574] : INFO : Epoch 1562 | loss: 0.031214 | val_loss: 0.0312126 | Time: 1985.3 ms
[2022-04-11 16:21:11 main:574] : INFO : Epoch 1563 | loss: 0.0312116 | val_loss: 0.0312132 | Time: 1944.84 ms
[2022-04-11 16:21:13 main:574] : INFO : Epoch 1564 | loss: 0.0312121 | val_loss: 0.0312148 | Time: 1985.13 ms
[2022-04-11 16:21:15 main:574] : INFO : Epoch 1565 | loss: 0.0312132 | val_loss: 0.0312151 | Time: 1943.34 ms
[2022-04-11 16:21:17 main:574] : INFO : Epoch 1566 | loss: 0.0312118 | val_loss: 0.0312116 | Time: 1989.87 ms
[2022-04-11 16:21:19 main:574] : INFO : Epoch 1567 | loss: 0.0312144 | val_loss: 0.0312128 | Time: 1950.29 ms
[2022-04-11 16:21:21 main:574] : INFO : Epoch 1568 | loss: 0.0312147 | val_loss: 0.0312117 | Time: 1974.72 ms
[2022-04-11 16:21:23 main:574] : INFO : Epoch 1569 | loss: 0.0312154 | val_loss: 0.0312127 | Time: 1970.72 ms
[2022-04-11 16:21:25 main:574] : INFO : Epoch 1570 | loss: 0.031213 | val_loss: 0.0312129 | Time: 1972.57 ms
[2022-04-11 16:21:27 main:574] : INFO : Epoch 1571 | loss: 0.0312115 | val_loss: 0.0312114 | Time: 1980.21 ms
[2022-04-11 16:21:29 main:574] : INFO : Epoch 1572 | loss: 0.0312116 | val_loss: 0.0312123 | Time: 1974.11 ms
[2022-04-11 16:21:31 main:574] : INFO : Epoch 1573 | loss: 0.0312113 | val_loss: 0.0312129 | Time: 1983.48 ms
[2022-04-11 16:21:33 main:574] : INFO : Epoch 1574 | loss: 0.0312119 | val_loss: 0.0312189 | Time: 1971.61 ms
[2022-04-11 16:21:35 main:574] : INFO : Epoch 1575 | loss: 0.0312141 | val_loss: 0.0312133 | Time: 1981.61 ms
[2022-04-11 16:21:37 main:574] : INFO : Epoch 1576 | loss: 0.0312152 | val_loss: 0.0312136 | Time: 1984.57 ms
[2022-04-11 16:21:39 main:574] : INFO : Epoch 1577 | loss: 0.0312112 | val_loss: 0.0312117 | Time: 1984.81 ms
[2022-04-11 16:21:41 main:574] : INFO : Epoch 1578 | loss: 0.0312123 | val_loss: 0.0312172 | Time: 1975.02 ms
[2022-04-11 16:21:43 main:574] : INFO : Epoch 1579 | loss: 0.031215 | val_loss: 0.031217 | Time: 1985.97 ms
[2022-04-11 16:21:45 main:574] : INFO : Epoch 1580 | loss: 0.0312202 | val_loss: 0.0312297 | Time: 1983.09 ms
[2022-04-11 16:21:47 main:574] : INFO : Epoch 1581 | loss: 0.0312202 | val_loss: 0.0312128 | Time: 1989.5 ms
[2022-04-11 16:21:49 main:574] : INFO : Epoch 1582 | loss: 0.0312116 | val_loss: 0.0312119 | Time: 1959.27 ms
[2022-04-11 16:21:51 main:574] : INFO : Epoch 1583 | loss: 0.0312109 | val_loss: 0.031213 | Time: 1991.08 ms
[2022-04-11 16:21:53 main:574] : INFO : Epoch 1584 | loss: 0.031213 | val_loss: 0.0312174 | Time: 1967.55 ms
[2022-04-11 16:21:55 main:574] : INFO : Epoch 1585 | loss: 0.0312159 | val_loss: 0.0312249 | Time: 1991.46 ms
[2022-04-11 16:21:57 main:574] : INFO : Epoch 1586 | loss: 0.0312146 | val_loss: 0.0312124 | Time: 2050.43 ms
[2022-04-11 16:21:59 main:574] : INFO : Epoch 1587 | loss: 0.0312127 | val_loss: 0.0312226 | Time: 1956.3 ms
[2022-04-11 16:22:01 main:574] : INFO : Epoch 1588 | loss: 0.0312181 | val_loss: 0.0312171 | Time: 1961.91 ms
[2022-04-11 16:22:03 main:574] : INFO : Epoch 1589 | loss: 0.0312143 | val_loss: 0.0312127 | Time: 1963.62 ms
[2022-04-11 16:22:05 main:574] : INFO : Epoch 1590 | loss: 0.0312133 | val_loss: 0.0312115 | Time: 1969.98 ms
[2022-04-11 16:22:06 main:574] : INFO : Epoch 1591 | loss: 0.0312124 | val_loss: 0.0312121 | Time: 1965.24 ms
[2022-04-11 16:22:08 main:574] : INFO : Epoch 1592 | loss: 0.0312113 | val_loss: 0.0312114 | Time: 1988.15 ms
[2022-04-11 16:22:10 main:574] : INFO : Epoch 1593 | loss: 0.0312114 | val_loss: 0.031212 | Time: 1962.57 ms
[2022-04-11 16:22:12 main:574] : INFO : Epoch 1594 | loss: 0.0312119 | val_loss: 0.0312128 | Time: 1992.62 ms
[2022-04-11 16:22:14 main:574] : INFO : Epoch 1595 | loss: 0.0312122 | val_loss: 0.0312147 | Time: 1962.73 ms
[2022-04-11 16:22:16 main:574] : INFO : Epoch 1596 | loss: 0.0312127 | val_loss: 0.0312117 | Time: 1953.13 ms
[2022-04-11 16:22:18 main:574] : INFO : Epoch 1597 | loss: 0.031213 | val_loss: 0.0312134 | Time: 1960.4 ms
[2022-04-11 16:22:20 main:574] : INFO : Epoch 1598 | loss: 0.0312138 | val_loss: 0.0312118 | Time: 1943.96 ms
[2022-04-11 16:22:22 main:574] : INFO : Epoch 1599 | loss: 0.0312124 | val_loss: 0.0312144 | Time: 1969.06 ms
[2022-04-11 16:22:24 main:574] : INFO : Epoch 1600 | loss: 0.0312115 | val_loss: 0.0312123 | Time: 1971.87 ms
[2022-04-11 16:22:26 main:574] : INFO : Epoch 1601 | loss: 0.0312107 | val_loss: 0.0312136 | Time: 1964.09 ms
[2022-04-11 16:22:28 main:574] : INFO : Epoch 1602 | loss: 0.0312109 | val_loss: 0.0312136 | Time: 1956.92 ms
[2022-04-11 16:22:30 main:574] : INFO : Epoch 1603 | loss: 0.0312115 | val_loss: 0.031212 | Time: 1970.8 ms
[2022-04-11 16:22:32 main:574] : INFO : Epoch 1604 | loss: 0.0312137 | val_loss: 0.0312152 | Time: 1982.02 ms
[2022-04-11 16:22:34 main:574] : INFO : Epoch 1605 | loss: 0.0312138 | val_loss: 0.0312121 | Time: 1993 ms
[2022-04-11 16:22:36 main:574] : INFO : Epoch 1606 | loss: 0.0312114 | val_loss: 0.0312117 | Time: 1975.63 ms
[2022-04-11 16:22:38 main:574] : INFO : Epoch 1607 | loss: 0.0312117 | val_loss: 0.0312114 | Time: 1958.31 ms
[2022-04-11 16:22:40 main:574] : INFO : Epoch 1608 | loss: 0.0312118 | val_loss: 0.0312122 | Time: 1970.45 ms
[2022-04-11 16:22:42 main:574] : INFO : Epoch 1609 | loss: 0.0312112 | val_loss: 0.0312105 | Time: 1964.77 ms
[2022-04-11 16:22:44 main:574] : INFO : Epoch 1610 | loss: 0.0312119 | val_loss: 0.0312127 | Time: 1994.96 ms
[2022-04-11 16:22:46 main:574] : INFO : Epoch 1611 | loss: 0.0312118 | val_loss: 0.0312162 | Time: 1978.28 ms
[2022-04-11 16:22:48 main:574] : INFO : Epoch 1612 | loss: 0.0312142 | val_loss: 0.0312151 | Time: 1970.7 ms
[2022-04-11 16:22:50 main:574] : INFO : Epoch 1613 | loss: 0.0312165 | val_loss: 0.0312111 | Time: 1960.35 ms
[2022-04-11 16:22:52 main:574] : INFO : Epoch 1614 | loss: 0.0312148 | val_loss: 0.031218 | Time: 2014.83 ms
[2022-04-11 16:22:54 main:574] : INFO : Epoch 1615 | loss: 0.031214 | val_loss: 0.0312122 | Time: 1991.81 ms
[2022-04-11 16:22:56 main:574] : INFO : Epoch 1616 | loss: 0.0312118 | val_loss: 0.0312125 | Time: 1994.09 ms
[2022-04-11 16:22:58 main:574] : INFO : Epoch 1617 | loss: 0.0312138 | val_loss: 0.031213 | Time: 1971.69 ms
[2022-04-11 16:23:00 main:574] : INFO : Epoch 1618 | loss: 0.0312139 | val_loss: 0.0312119 | Time: 1961.88 ms
[2022-04-11 16:23:02 main:574] : INFO : Epoch 1619 | loss: 0.0312113 | val_loss: 0.0312112 | Time: 1979.7 ms
[2022-04-11 16:23:04 main:574] : INFO : Epoch 1620 | loss: 0.0312115 | val_loss: 0.0312179 | Time: 1955.57 ms
[2022-04-11 16:23:06 main:574] : INFO : Epoch 1621 | loss: 0.0312159 | val_loss: 0.0312216 | Time: 1963.46 ms
[2022-04-11 16:23:08 main:574] : INFO : Epoch 1622 | loss: 0.031215 | val_loss: 0.031213 | Time: 1964.88 ms
[2022-04-11 16:23:10 main:574] : INFO : Epoch 1623 | loss: 0.0312113 | val_loss: 0.0312116 | Time: 1966.29 ms
[2022-04-11 16:23:12 main:574] : INFO : Epoch 1624 | loss: 0.0312109 | val_loss: 0.0312135 | Time: 2013.62 ms
[2022-04-11 16:23:14 main:574] : INFO : Epoch 1625 | loss: 0.0312111 | val_loss: 0.0312129 | Time: 1980.43 ms
[2022-04-11 16:23:16 main:574] : INFO : Epoch 1626 | loss: 0.0312125 | val_loss: 0.0312136 | Time: 1994.45 ms
[2022-04-11 16:23:18 main:574] : INFO : Epoch 1627 | loss: 0.0312148 | val_loss: 0.0312115 | Time: 2002.26 ms
[2022-04-11 16:23:20 main:574] : INFO : Epoch 1628 | loss: 0.0312111 | val_loss: 0.0312126 | Time: 1988.63 ms
[2022-04-11 16:23:22 main:574] : INFO : Epoch 1629 | loss: 0.0312111 | val_loss: 0.0312116 | Time: 1967.21 ms
[2022-04-11 16:23:24 main:574] : INFO : Epoch 1630 | loss: 0.0312119 | val_loss: 0.0312114 | Time: 1987.47 ms
[2022-04-11 16:23:26 main:574] : INFO : Epoch 1631 | loss: 0.0312112 | val_loss: 0.0312107 | Time: 1965.28 ms
[2022-04-11 16:23:28 main:574] : INFO : Epoch 1632 | loss: 0.0312115 | val_loss: 0.0312112 | Time: 2003.59 ms
[2022-04-11 16:23:30 main:574] : INFO : Epoch 1633 | loss: 0.0312119 | val_loss: 0.0312149 | Time: 1943.28 ms
[2022-04-11 16:23:32 main:574] : INFO : Epoch 1634 | loss: 0.0312127 | val_loss: 0.0312117 | Time: 1974.15 ms
[2022-04-11 16:23:34 main:574] : INFO : Epoch 1635 | loss: 0.0312126 | val_loss: 0.0312114 | Time: 1963.41 ms
[2022-04-11 16:23:36 main:574] : INFO : Epoch 1636 | loss: 0.0312139 | val_loss: 0.0312136 | Time: 1995.35 ms
[2022-04-11 16:23:38 main:574] : INFO : Epoch 1637 | loss: 0.0312155 | val_loss: 0.0312115 | Time: 1970.6 ms
[2022-04-11 16:23:40 main:574] : INFO : Epoch 1638 | loss: 0.0312141 | val_loss: 0.0312109 | Time: 1979.18 ms
[2022-04-11 16:23:42 main:574] : INFO : Epoch 1639 | loss: 0.0312135 | val_loss: 0.0312119 | Time: 1972.7 ms
[2022-04-11 16:23:44 main:574] : INFO : Epoch 1640 | loss: 0.0312143 | val_loss: 0.031212 | Time: 1973.66 ms
[2022-04-11 16:23:46 main:574] : INFO : Epoch 1641 | loss: 0.0312131 | val_loss: 0.0312131 | Time: 2007.12 ms
[2022-04-11 16:23:48 main:574] : INFO : Epoch 1642 | loss: 0.0312126 | val_loss: 0.0312126 | Time: 2006.17 ms
[2022-04-11 16:23:50 main:574] : INFO : Epoch 1643 | loss: 0.0312166 | val_loss: 0.0312149 | Time: 1974.46 ms
[2022-04-11 16:23:51 main:574] : INFO : Epoch 1644 | loss: 0.031216 | val_loss: 0.0312115 | Time: 1969.31 ms
[2022-04-11 16:23:53 main:574] : INFO : Epoch 1645 | loss: 0.0312113 | val_loss: 0.0312112 | Time: 2005.25 ms
[2022-04-11 16:23:55 main:574] : INFO : Epoch 1646 | loss: 0.0312115 | val_loss: 0.0312123 | Time: 1972.78 ms
[2022-04-11 16:23:57 main:574] : INFO : Epoch 1647 | loss: 0.0312111 | val_loss: 0.0312123 | Time: 1986.64 ms
[2022-04-11 16:23:59 main:574] : INFO : Epoch 1648 | loss: 0.0312124 | val_loss: 0.0312111 | Time: 1982.43 ms
[2022-04-11 16:24:01 main:574] : INFO : Epoch 1649 | loss: 0.031212 | val_loss: 0.0312122 | Time: 2004.87 ms
[2022-04-11 16:24:03 main:574] : INFO : Epoch 1650 | loss: 0.0312122 | val_loss: 0.0312117 | Time: 1982.89 ms
[2022-04-11 16:24:05 main:574] : INFO : Epoch 1651 | loss: 0.0312132 | val_loss: 0.0312116 | Time: 1974.78 ms
[2022-04-11 16:24:07 main:574] : INFO : Epoch 1652 | loss: 0.0312138 | val_loss: 0.0312135 | Time: 1984.91 ms
[2022-04-11 16:24:09 main:574] : INFO : Epoch 1653 | loss: 0.0312109 | val_loss: 0.0312117 | Time: 1977 ms
[2022-04-11 16:24:11 main:574] : INFO : Epoch 1654 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 1960.8 ms
[2022-04-11 16:24:13 main:574] : INFO : Epoch 1655 | loss: 0.0312149 | val_loss: 0.0312176 | Time: 1980.08 ms
[2022-04-11 16:24:15 main:574] : INFO : Epoch 1656 | loss: 0.0312188 | val_loss: 0.0312136 | Time: 1984.47 ms
[2022-04-11 16:24:17 main:574] : INFO : Epoch 1657 | loss: 0.0312128 | val_loss: 0.031215 | Time: 1959.36 ms
[2022-04-11 16:24:19 main:574] : INFO : Epoch 1658 | loss: 0.0312118 | val_loss: 0.031211 | Time: 1964.36 ms
[2022-04-11 16:24:21 main:574] : INFO : Epoch 1659 | loss: 0.031214 | val_loss: 0.0312117 | Time: 1993.03 ms
[2022-04-11 16:24:23 main:574] : INFO : Epoch 1660 | loss: 0.0312117 | val_loss: 0.0312141 | Time: 1989.49 ms
[2022-04-11 16:24:25 main:574] : INFO : Epoch 1661 | loss: 0.031215 | val_loss: 0.0312143 | Time: 1991.46 ms
[2022-04-11 16:24:27 main:574] : INFO : Epoch 1662 | loss: 0.0312126 | val_loss: 0.0312166 | Time: 1968.12 ms
[2022-04-11 16:24:29 main:574] : INFO : Epoch 1663 | loss: 0.031214 | val_loss: 0.0312139 | Time: 1979.79 ms
[2022-04-11 16:24:31 main:574] : INFO : Epoch 1664 | loss: 0.0312124 | val_loss: 0.0312135 | Time: 1960.8 ms
[2022-04-11 16:24:33 main:574] : INFO : Epoch 1665 | loss: 0.0312145 | val_loss: 0.0312216 | Time: 1977.06 ms
[2022-04-11 16:24:35 main:574] : INFO : Epoch 1666 | loss: 0.0312148 | val_loss: 0.0312132 | Time: 1997.45 ms
[2022-04-11 16:24:37 main:574] : INFO : Epoch 1667 | loss: 0.0312123 | val_loss: 0.0312123 | Time: 1980.28 ms
[2022-04-11 16:24:39 main:574] : INFO : Epoch 1668 | loss: 0.0312119 | val_loss: 0.0312117 | Time: 1954.34 ms
[2022-04-11 16:24:41 main:574] : INFO : Epoch 1669 | loss: 0.031211 | val_loss: 0.0312138 | Time: 1979.04 ms
[2022-04-11 16:24:43 main:574] : INFO : Epoch 1670 | loss: 0.0312123 | val_loss: 0.0312118 | Time: 2003 ms
[2022-04-11 16:24:45 main:574] : INFO : Epoch 1671 | loss: 0.0312124 | val_loss: 0.0312164 | Time: 1959.61 ms
[2022-04-11 16:24:47 main:574] : INFO : Epoch 1672 | loss: 0.0312126 | val_loss: 0.0312135 | Time: 1957.7 ms
[2022-04-11 16:24:49 main:574] : INFO : Epoch 1673 | loss: 0.0312115 | val_loss: 0.0312119 | Time: 1975.68 ms
[2022-04-11 16:24:51 main:574] : INFO : Epoch 1674 | loss: 0.0312111 | val_loss: 0.0312109 | Time: 1975.05 ms
[2022-04-11 16:24:53 main:574] : INFO : Epoch 1675 | loss: 0.0312111 | val_loss: 0.0312114 | Time: 1979.81 ms
[2022-04-11 16:24:55 main:574] : INFO : Epoch 1676 | loss: 0.0312108 | val_loss: 0.031214 | Time: 1993.93 ms
[2022-04-11 16:24:57 main:574] : INFO : Epoch 1677 | loss: 0.0312112 | val_loss: 0.0312114 | Time: 1957.45 ms
[2022-04-11 16:24:59 main:574] : INFO : Epoch 1678 | loss: 0.0312114 | val_loss: 0.0312121 | Time: 1996.73 ms
[2022-04-11 16:25:01 main:574] : INFO : Epoch 1679 | loss: 0.0312112 | val_loss: 0.0312115 | Time: 1978.18 ms
[2022-04-11 16:25:03 main:574] : INFO : Epoch 1680 | loss: 0.0312106 | val_loss: 0.0312119 | Time: 2000.81 ms
[2022-04-11 16:25:05 main:574] : INFO : Epoch 1681 | loss: 0.0312109 | val_loss: 0.0312158 | Time: 1938.52 ms
[2022-04-11 16:25:07 main:574] : INFO : Epoch 1682 | loss: 0.0312121 | val_loss: 0.0312111 | Time: 1952.8 ms
[2022-04-11 16:25:09 main:574] : INFO : Epoch 1683 | loss: 0.0312144 | val_loss: 0.0312131 | Time: 1949.18 ms
[2022-04-11 16:25:11 main:574] : INFO : Epoch 1684 | loss: 0.0312113 | val_loss: 0.0312104 | Time: 1941.08 ms
[2022-04-11 16:25:13 main:574] : INFO : Epoch 1685 | loss: 0.0312114 | val_loss: 0.0312117 | Time: 1971.78 ms
[2022-04-11 16:25:15 main:574] : INFO : Epoch 1686 | loss: 0.0312118 | val_loss: 0.0312122 | Time: 1992.05 ms
[2022-04-11 16:25:17 main:574] : INFO : Epoch 1687 | loss: 0.0312117 | val_loss: 0.0312142 | Time: 1980.66 ms
[2022-04-11 16:25:19 main:574] : INFO : Epoch 1688 | loss: 0.031211 | val_loss: 0.0312111 | Time: 1961.97 ms
[2022-04-11 16:25:21 main:574] : INFO : Epoch 1689 | loss: 0.0312106 | val_loss: 0.0312113 | Time: 2020.42 ms
[2022-04-11 16:25:23 main:574] : INFO : Epoch 1690 | loss: 0.0312109 | val_loss: 0.0312108 | Time: 1965.54 ms
[2022-04-11 16:25:25 main:574] : INFO : Epoch 1691 | loss: 0.0312126 | val_loss: 0.0312172 | Time: 1955.32 ms
[2022-04-11 16:25:27 main:574] : INFO : Epoch 1692 | loss: 0.0312133 | val_loss: 0.0312148 | Time: 1977.05 ms
[2022-04-11 16:25:29 main:574] : INFO : Epoch 1693 | loss: 0.0312125 | val_loss: 0.0312115 | Time: 1960.1 ms
[2022-04-11 16:25:30 main:574] : INFO : Epoch 1694 | loss: 0.0312168 | val_loss: 0.0312182 | Time: 1955.78 ms
[2022-04-11 16:25:32 main:574] : INFO : Epoch 1695 | loss: 0.0312158 | val_loss: 0.0312115 | Time: 1979.21 ms
[2022-04-11 16:25:34 main:574] : INFO : Epoch 1696 | loss: 0.031231 | val_loss: 0.031221 | Time: 2002.84 ms
[2022-04-11 16:25:36 main:574] : INFO : Epoch 1697 | loss: 0.031221 | val_loss: 0.031214 | Time: 1951.26 ms
[2022-04-11 16:25:38 main:574] : INFO : Epoch 1698 | loss: 0.0312165 | val_loss: 0.0312187 | Time: 1957.06 ms
[2022-04-11 16:25:40 main:574] : INFO : Epoch 1699 | loss: 0.0312142 | val_loss: 0.0312124 | Time: 1978.78 ms
[2022-04-11 16:25:42 main:574] : INFO : Epoch 1700 | loss: 0.0312115 | val_loss: 0.0312127 | Time: 1986.04 ms
[2022-04-11 16:25:44 main:574] : INFO : Epoch 1701 | loss: 0.0312114 | val_loss: 0.0312116 | Time: 1978.3 ms
[2022-04-11 16:25:46 main:574] : INFO : Epoch 1702 | loss: 0.0312123 | val_loss: 0.0312143 | Time: 1986.83 ms
[2022-04-11 16:25:48 main:574] : INFO : Epoch 1703 | loss: 0.0312139 | val_loss: 0.0312198 | Time: 1955.31 ms
[2022-04-11 16:25:50 main:574] : INFO : Epoch 1704 | loss: 0.0312133 | val_loss: 0.031213 | Time: 1981 ms
[2022-04-11 16:25:52 main:574] : INFO : Epoch 1705 | loss: 0.0312151 | val_loss: 0.0312161 | Time: 1990.84 ms
[2022-04-11 16:25:54 main:574] : INFO : Epoch 1706 | loss: 0.0312136 | val_loss: 0.0312108 | Time: 1969.71 ms
[2022-04-11 16:25:56 main:574] : INFO : Epoch 1707 | loss: 0.031212 | val_loss: 0.0312122 | Time: 1959.7 ms
[2022-04-11 16:25:58 main:574] : INFO : Epoch 1708 | loss: 0.0312121 | val_loss: 0.0312147 | Time: 1948.78 ms
[2022-04-11 16:26:00 main:574] : INFO : Epoch 1709 | loss: 0.0312143 | val_loss: 0.0312169 | Time: 1995.71 ms
[2022-04-11 16:26:02 main:574] : INFO : Epoch 1710 | loss: 0.031212 | val_loss: 0.0312116 | Time: 1940.44 ms
[2022-04-11 16:26:04 main:574] : INFO : Epoch 1711 | loss: 0.0312108 | val_loss: 0.0312111 | Time: 1964.55 ms
[2022-04-11 16:26:06 main:574] : INFO : Epoch 1712 | loss: 0.0312152 | val_loss: 0.0312108 | Time: 1955.82 ms
[2022-04-11 16:26:08 main:574] : INFO : Epoch 1713 | loss: 0.031213 | val_loss: 0.0312112 | Time: 1972.73 ms
[2022-04-11 16:26:10 main:574] : INFO : Epoch 1714 | loss: 0.0312118 | val_loss: 0.0312165 | Time: 1945.89 ms
[2022-04-11 16:26:12 main:574] : INFO : Epoch 1715 | loss: 0.0312147 | val_loss: 0.0312145 | Time: 1974.93 ms
[2022-04-11 16:26:14 main:574] : INFO : Epoch 1716 | loss: 0.0312124 | val_loss: 0.0312114 | Time: 1964.33 ms
[2022-04-11 16:26:16 main:574] : INFO : Epoch 1717 | loss: 0.0312118 | val_loss: 0.0312156 | Time: 1942.65 ms
[2022-04-11 16:26:18 main:574] : INFO : Epoch 1718 | loss: 0.0312124 | val_loss: 0.0312111 | Time: 1994.43 ms
[2022-04-11 16:26:20 main:574] : INFO : Epoch 1719 | loss: 0.0312121 | val_loss: 0.0312108 | Time: 1956.73 ms
[2022-04-11 16:26:22 main:574] : INFO : Epoch 1720 | loss: 0.031211 | val_loss: 0.0312114 | Time: 1962.8 ms
[2022-04-11 16:26:24 main:574] : INFO : Epoch 1721 | loss: 0.0312113 | val_loss: 0.0312112 | Time: 1978.88 ms
[2022-04-11 16:26:26 main:574] : INFO : Epoch 1722 | loss: 0.0312115 | val_loss: 0.0312115 | Time: 1973.79 ms
[2022-04-11 16:26:28 main:574] : INFO : Epoch 1723 | loss: 0.0312123 | val_loss: 0.0312164 | Time: 1973.45 ms
[2022-04-11 16:26:30 main:574] : INFO : Epoch 1724 | loss: 0.0312148 | val_loss: 0.0312119 | Time: 1975.67 ms
[2022-04-11 16:26:32 main:574] : INFO : Epoch 1725 | loss: 0.0312147 | val_loss: 0.0312139 | Time: 2014.44 ms
[2022-04-11 16:26:34 main:574] : INFO : Epoch 1726 | loss: 0.0312118 | val_loss: 0.0312113 | Time: 1953.29 ms
[2022-04-11 16:26:36 main:574] : INFO : Epoch 1727 | loss: 0.0312128 | val_loss: 0.0312107 | Time: 1988.53 ms
[2022-04-11 16:26:38 main:574] : INFO : Epoch 1728 | loss: 0.0312116 | val_loss: 0.0312119 | Time: 1951.95 ms
[2022-04-11 16:26:40 main:574] : INFO : Epoch 1729 | loss: 0.031212 | val_loss: 0.031211 | Time: 1976.24 ms
[2022-04-11 16:26:42 main:574] : INFO : Epoch 1730 | loss: 0.0312126 | val_loss: 0.0312109 | Time: 1949.65 ms
[2022-04-11 16:26:44 main:574] : INFO : Epoch 1731 | loss: 0.0312108 | val_loss: 0.0312103 | Time: 2015.73 ms
[2022-04-11 16:26:46 main:574] : INFO : Epoch 1732 | loss: 0.031211 | val_loss: 0.0312141 | Time: 1987.13 ms
[2022-04-11 16:26:48 main:574] : INFO : Epoch 1733 | loss: 0.0312125 | val_loss: 0.0312128 | Time: 1985.7 ms
[2022-04-11 16:26:50 main:574] : INFO : Epoch 1734 | loss: 0.0312111 | val_loss: 0.0312107 | Time: 1997.48 ms
[2022-04-11 16:26:52 main:574] : INFO : Epoch 1735 | loss: 0.0312121 | val_loss: 0.0312134 | Time: 1976.02 ms
[2022-04-11 16:26:54 main:574] : INFO : Epoch 1736 | loss: 0.0312123 | val_loss: 0.0312113 | Time: 1961.3 ms
[2022-04-11 16:26:55 main:574] : INFO : Epoch 1737 | loss: 0.0312123 | val_loss: 0.0312158 | Time: 1966.22 ms
[2022-04-11 16:26:57 main:574] : INFO : Epoch 1738 | loss: 0.0312114 | val_loss: 0.0312105 | Time: 1975.69 ms
[2022-04-11 16:26:59 main:574] : INFO : Epoch 1739 | loss: 0.0312108 | val_loss: 0.0312103 | Time: 1971.89 ms
[2022-04-11 16:27:01 main:574] : INFO : Epoch 1740 | loss: 0.0312117 | val_loss: 0.0312112 | Time: 2018.57 ms
[2022-04-11 16:27:03 main:574] : INFO : Epoch 1741 | loss: 0.0312116 | val_loss: 0.0312112 | Time: 1955.8 ms
[2022-04-11 16:27:05 main:574] : INFO : Epoch 1742 | loss: 0.0312121 | val_loss: 0.0312157 | Time: 1982.1 ms
[2022-04-11 16:27:07 main:574] : INFO : Epoch 1743 | loss: 0.0312112 | val_loss: 0.0312114 | Time: 1983.8 ms
[2022-04-11 16:27:09 main:574] : INFO : Epoch 1744 | loss: 0.0312117 | val_loss: 0.0312107 | Time: 1994.04 ms
[2022-04-11 16:27:11 main:574] : INFO : Epoch 1745 | loss: 0.0312124 | val_loss: 0.031219 | Time: 1975.26 ms
[2022-04-11 16:27:13 main:574] : INFO : Epoch 1746 | loss: 0.031213 | val_loss: 0.0312111 | Time: 1994.35 ms
[2022-04-11 16:27:15 main:574] : INFO : Epoch 1747 | loss: 0.0312104 | val_loss: 0.0312102 | Time: 1983.81 ms
[2022-04-11 16:27:17 main:574] : INFO : Epoch 1748 | loss: 0.0312108 | val_loss: 0.0312112 | Time: 1995.27 ms
[2022-04-11 16:27:19 main:574] : INFO : Epoch 1749 | loss: 0.0312131 | val_loss: 0.0312127 | Time: 1962.4 ms
[2022-04-11 16:27:21 main:574] : INFO : Epoch 1750 | loss: 0.031211 | val_loss: 0.0312107 | Time: 1971.64 ms
[2022-04-11 16:27:23 main:574] : INFO : Epoch 1751 | loss: 0.0312107 | val_loss: 0.0312112 | Time: 1972.76 ms
[2022-04-11 16:27:25 main:574] : INFO : Epoch 1752 | loss: 0.0312107 | val_loss: 0.0312103 | Time: 1998.28 ms
[2022-04-11 16:27:27 main:574] : INFO : Epoch 1753 | loss: 0.0312103 | val_loss: 0.0312108 | Time: 1998.94 ms
[2022-04-11 16:27:29 main:574] : INFO : Epoch 1754 | loss: 0.0312114 | val_loss: 0.0312133 | Time: 1986.45 ms
[2022-04-11 16:27:31 main:574] : INFO : Epoch 1755 | loss: 0.0312116 | val_loss: 0.0312113 | Time: 1980.08 ms
[2022-04-11 16:27:33 main:574] : INFO : Epoch 1756 | loss: 0.0312108 | val_loss: 0.0312149 | Time: 1989.87 ms
[2022-04-11 16:27:35 main:574] : INFO : Epoch 1757 | loss: 0.0312126 | val_loss: 0.0312115 | Time: 1971.07 ms
[2022-04-11 16:27:37 main:574] : INFO : Epoch 1758 | loss: 0.0312115 | val_loss: 0.0312112 | Time: 1974.47 ms
[2022-04-11 16:27:39 main:574] : INFO : Epoch 1759 | loss: 0.0312126 | val_loss: 0.0312188 | Time: 1983.75 ms
[2022-04-11 16:27:41 main:574] : INFO : Epoch 1760 | loss: 0.0312161 | val_loss: 0.0312183 | Time: 1987.96 ms
[2022-04-11 16:27:43 main:574] : INFO : Epoch 1761 | loss: 0.0312147 | val_loss: 0.0312113 | Time: 1949.9 ms
[2022-04-11 16:27:45 main:574] : INFO : Epoch 1762 | loss: 0.0312117 | val_loss: 0.0312109 | Time: 2004.56 ms
[2022-04-11 16:27:47 main:574] : INFO : Epoch 1763 | loss: 0.0312109 | val_loss: 0.0312119 | Time: 1990.19 ms
[2022-04-11 16:27:49 main:574] : INFO : Epoch 1764 | loss: 0.0312109 | val_loss: 0.0312124 | Time: 2019.97 ms
[2022-04-11 16:27:51 main:574] : INFO : Epoch 1765 | loss: 0.0312116 | val_loss: 0.0312116 | Time: 1971.91 ms
[2022-04-11 16:27:53 main:574] : INFO : Epoch 1766 | loss: 0.0312113 | val_loss: 0.031211 | Time: 1957.89 ms
[2022-04-11 16:27:55 main:574] : INFO : Epoch 1767 | loss: 0.0312108 | val_loss: 0.0312101 | Time: 1983.54 ms
[2022-04-11 16:27:57 main:574] : INFO : Epoch 1768 | loss: 0.0312115 | val_loss: 0.0312114 | Time: 1969.03 ms
[2022-04-11 16:27:59 main:574] : INFO : Epoch 1769 | loss: 0.0312111 | val_loss: 0.0312106 | Time: 1947.28 ms
[2022-04-11 16:28:01 main:574] : INFO : Epoch 1770 | loss: 0.0312104 | val_loss: 0.0312104 | Time: 1966.85 ms
[2022-04-11 16:28:03 main:574] : INFO : Epoch 1771 | loss: 0.0312108 | val_loss: 0.0312102 | Time: 1978.85 ms
[2022-04-11 16:28:05 main:574] : INFO : Epoch 1772 | loss: 0.0312117 | val_loss: 0.0312102 | Time: 1943.04 ms
[2022-04-11 16:28:07 main:574] : INFO : Epoch 1773 | loss: 0.0312115 | val_loss: 0.0312189 | Time: 1958.04 ms
[2022-04-11 16:28:09 main:574] : INFO : Epoch 1774 | loss: 0.031213 | val_loss: 0.0312109 | Time: 1984.9 ms
[2022-04-11 16:28:11 main:574] : INFO : Epoch 1775 | loss: 0.0312145 | val_loss: 0.0312104 | Time: 1993.69 ms
[2022-04-11 16:28:13 main:574] : INFO : Epoch 1776 | loss: 0.0312114 | val_loss: 0.0312112 | Time: 2001.56 ms
[2022-04-11 16:28:15 main:574] : INFO : Epoch 1777 | loss: 0.031211 | val_loss: 0.0312101 | Time: 1995.22 ms
[2022-04-11 16:28:17 main:574] : INFO : Epoch 1778 | loss: 0.0312107 | val_loss: 0.0312115 | Time: 1963.21 ms
[2022-04-11 16:28:19 main:574] : INFO : Epoch 1779 | loss: 0.0312114 | val_loss: 0.0312104 | Time: 1988.14 ms
[2022-04-11 16:28:21 main:574] : INFO : Epoch 1780 | loss: 0.0312109 | val_loss: 0.0312103 | Time: 1951.99 ms
[2022-04-11 16:28:23 main:574] : INFO : Epoch 1781 | loss: 0.0312114 | val_loss: 0.0312107 | Time: 1983.36 ms
[2022-04-11 16:28:25 main:574] : INFO : Epoch 1782 | loss: 0.0312136 | val_loss: 0.0312169 | Time: 1975.95 ms
[2022-04-11 16:28:27 main:574] : INFO : Epoch 1783 | loss: 0.0312139 | val_loss: 0.0312134 | Time: 1976.61 ms
[2022-04-11 16:28:29 main:574] : INFO : Epoch 1784 | loss: 0.0312164 | val_loss: 0.0312113 | Time: 2027.52 ms
[2022-04-11 16:28:31 main:574] : INFO : Epoch 1785 | loss: 0.031211 | val_loss: 0.0312108 | Time: 2014.76 ms
[2022-04-11 16:28:33 main:574] : INFO : Epoch 1786 | loss: 0.0312109 | val_loss: 0.0312121 | Time: 1981.96 ms
[2022-04-11 16:28:35 main:574] : INFO : Epoch 1787 | loss: 0.0312121 | val_loss: 0.0312108 | Time: 1993.72 ms
[2022-04-11 16:28:37 main:574] : INFO : Epoch 1788 | loss: 0.0312113 | val_loss: 0.031211 | Time: 1988.64 ms
[2022-04-11 16:28:39 main:574] : INFO : Epoch 1789 | loss: 0.0312108 | val_loss: 0.0312109 | Time: 1989.56 ms
[2022-04-11 16:28:41 main:574] : INFO : Epoch 1790 | loss: 0.0312109 | val_loss: 0.0312107 | Time: 1983.77 ms
[2022-04-11 16:28:43 main:574] : INFO : Epoch 1791 | loss: 0.0312129 | val_loss: 0.0312112 | Time: 1955.96 ms
[2022-04-11 16:28:45 main:574] : INFO : Epoch 1792 | loss: 0.0312132 | val_loss: 0.0312108 | Time: 1985.97 ms
[2022-04-11 16:28:47 main:574] : INFO : Epoch 1793 | loss: 0.0312123 | val_loss: 0.0312103 | Time: 1996.91 ms
[2022-04-11 16:28:49 main:574] : INFO : Epoch 1794 | loss: 0.0312128 | val_loss: 0.0312153 | Time: 1972.63 ms
[2022-04-11 16:28:51 main:574] : INFO : Epoch 1795 | loss: 0.0312122 | val_loss: 0.0312164 | Time: 1951.09 ms
[2022-04-11 16:28:53 main:574] : INFO : Epoch 1796 | loss: 0.0312118 | val_loss: 0.0312112 | Time: 1967.74 ms
[2022-04-11 16:28:55 main:574] : INFO : Epoch 1797 | loss: 0.0312107 | val_loss: 0.0312119 | Time: 1968.29 ms
[2022-04-11 16:28:57 main:574] : INFO : Epoch 1798 | loss: 0.0312119 | val_loss: 0.0312105 | Time: 1969.95 ms
[2022-04-11 16:28:59 main:574] : INFO : Epoch 1799 | loss: 0.0312108 | val_loss: 0.0312101 | Time: 1960.36 ms
[2022-04-11 16:29:01 main:574] : INFO : Epoch 1800 | loss: 0.0312112 | val_loss: 0.0312157 | Time: 2003.35 ms
[2022-04-11 16:29:03 main:574] : INFO : Epoch 1801 | loss: 0.0312144 | val_loss: 0.0312104 | Time: 1969.09 ms
[2022-04-11 16:29:04 main:574] : INFO : Epoch 1802 | loss: 0.0312127 | val_loss: 0.0312114 | Time: 1960.48 ms
[2022-04-11 16:29:06 main:574] : INFO : Epoch 1803 | loss: 0.0312115 | val_loss: 0.0312109 | Time: 1964.79 ms
[2022-04-11 16:29:08 main:574] : INFO : Epoch 1804 | loss: 0.0312116 | val_loss: 0.0312106 | Time: 1984 ms
[2022-04-11 16:29:10 main:574] : INFO : Epoch 1805 | loss: 0.0312127 | val_loss: 0.0312156 | Time: 1977.95 ms
[2022-04-11 16:29:12 main:574] : INFO : Epoch 1806 | loss: 0.031213 | val_loss: 0.0312194 | Time: 1956.36 ms
[2022-04-11 16:29:14 main:574] : INFO : Epoch 1807 | loss: 0.0312131 | val_loss: 0.0312108 | Time: 1992.13 ms
[2022-04-11 16:29:16 main:574] : INFO : Epoch 1808 | loss: 0.0312105 | val_loss: 0.0312109 | Time: 1951.66 ms
[2022-04-11 16:29:18 main:574] : INFO : Epoch 1809 | loss: 0.0312106 | val_loss: 0.0312139 | Time: 1979.96 ms
[2022-04-11 16:29:20 main:574] : INFO : Epoch 1810 | loss: 0.0312106 | val_loss: 0.0312098 | Time: 1956.13 ms
[2022-04-11 16:29:22 main:574] : INFO : Epoch 1811 | loss: 0.0312115 | val_loss: 0.0312148 | Time: 1989.45 ms
[2022-04-11 16:29:24 main:574] : INFO : Epoch 1812 | loss: 0.0312121 | val_loss: 0.0312146 | Time: 1948.08 ms
[2022-04-11 16:29:26 main:574] : INFO : Epoch 1813 | loss: 0.0312106 | val_loss: 0.0312106 | Time: 1958.23 ms
[2022-04-11 16:29:28 main:574] : INFO : Epoch 1814 | loss: 0.0312106 | val_loss: 0.03121 | Time: 1940.77 ms
[2022-04-11 16:29:30 main:574] : INFO : Epoch 1815 | loss: 0.0312122 | val_loss: 0.0312114 | Time: 1953.8 ms
[2022-04-11 16:29:32 main:574] : INFO : Epoch 1816 | loss: 0.0312107 | val_loss: 0.0312109 | Time: 1962.61 ms
[2022-04-11 16:29:34 main:574] : INFO : Epoch 1817 | loss: 0.0312113 | val_loss: 0.0312105 | Time: 1964.34 ms
[2022-04-11 16:29:36 main:574] : INFO : Epoch 1818 | loss: 0.0312117 | val_loss: 0.031213 | Time: 1974.21 ms
[2022-04-11 16:29:38 main:574] : INFO : Epoch 1819 | loss: 0.0312116 | val_loss: 0.0312099 | Time: 1959.11 ms
[2022-04-11 16:29:40 main:574] : INFO : Epoch 1820 | loss: 0.0312129 | val_loss: 0.031213 | Time: 2001.07 ms
[2022-04-11 16:29:42 main:574] : INFO : Epoch 1821 | loss: 0.0312111 | val_loss: 0.0312101 | Time: 2014.7 ms
[2022-04-11 16:29:44 main:574] : INFO : Epoch 1822 | loss: 0.0312104 | val_loss: 0.0312108 | Time: 1967.16 ms
[2022-04-11 16:29:46 main:574] : INFO : Epoch 1823 | loss: 0.0312104 | val_loss: 0.0312102 | Time: 1979.19 ms
[2022-04-11 16:29:48 main:574] : INFO : Epoch 1824 | loss: 0.031211 | val_loss: 0.03121 | Time: 1954.35 ms
[2022-04-11 16:29:50 main:574] : INFO : Epoch 1825 | loss: 0.0312114 | val_loss: 0.0312103 | Time: 1966.4 ms
[2022-04-11 16:29:52 main:574] : INFO : Epoch 1826 | loss: 0.0312112 | val_loss: 0.0312151 | Time: 1961.51 ms
[2022-04-11 16:29:54 main:574] : INFO : Epoch 1827 | loss: 0.0312118 | val_loss: 0.0312114 | Time: 1984.5 ms
[2022-04-11 16:29:56 main:574] : INFO : Epoch 1828 | loss: 0.0312108 | val_loss: 0.0312109 | Time: 1991.31 ms
[2022-04-11 16:29:58 main:574] : INFO : Epoch 1829 | loss: 0.0312113 | val_loss: 0.0312126 | Time: 1974.19 ms
[2022-04-11 16:30:00 main:574] : INFO : Epoch 1830 | loss: 0.0312118 | val_loss: 0.0312147 | Time: 1996.71 ms
[2022-04-11 16:30:02 main:574] : INFO : Epoch 1831 | loss: 0.031212 | val_loss: 0.0312108 | Time: 1972.01 ms
[2022-04-11 16:30:04 main:574] : INFO : Epoch 1832 | loss: 0.0312136 | val_loss: 0.0312202 | Time: 1981.51 ms
[2022-04-11 16:30:06 main:574] : INFO : Epoch 1833 | loss: 0.0312196 | val_loss: 0.0312191 | Time: 1979.04 ms
[2022-04-11 16:30:08 main:574] : INFO : Epoch 1834 | loss: 0.0312246 | val_loss: 0.0312468 | Time: 1974.21 ms
[2022-04-11 16:30:10 main:574] : INFO : Epoch 1835 | loss: 0.0315374 | val_loss: 0.0326907 | Time: 1979.42 ms
[2022-04-11 16:30:12 main:574] : INFO : Epoch 1836 | loss: 0.0318476 | val_loss: 0.0313699 | Time: 1979.91 ms
[2022-04-11 16:30:14 main:574] : INFO : Epoch 1837 | loss: 0.0312985 | val_loss: 0.0312331 | Time: 2000.19 ms
[2022-04-11 16:30:16 main:574] : INFO : Epoch 1838 | loss: 0.0312257 | val_loss: 0.0312167 | Time: 1967.91 ms
[2022-04-11 16:30:18 main:574] : INFO : Epoch 1839 | loss: 0.0312158 | val_loss: 0.0312123 | Time: 2023.96 ms
[2022-04-11 16:30:20 main:574] : INFO : Epoch 1840 | loss: 0.0312134 | val_loss: 0.031212 | Time: 1983.32 ms
[2022-04-11 16:30:22 main:574] : INFO : Epoch 1841 | loss: 0.0312146 | val_loss: 0.0312094 | Time: 1977.05 ms
[2022-04-11 16:30:24 main:574] : INFO : Epoch 1842 | loss: 0.0312108 | val_loss: 0.0312108 | Time: 1988.1 ms
[2022-04-11 16:30:26 main:574] : INFO : Epoch 1843 | loss: 0.0312115 | val_loss: 0.0312109 | Time: 2047.19 ms
[2022-04-11 16:30:28 main:574] : INFO : Epoch 1844 | loss: 0.0312111 | val_loss: 0.0312105 | Time: 2013.85 ms
[2022-04-11 16:30:30 main:574] : INFO : Epoch 1845 | loss: 0.0312111 | val_loss: 0.0312136 | Time: 2009.77 ms
[2022-04-11 16:30:32 main:574] : INFO : Epoch 1846 | loss: 0.0312124 | val_loss: 0.0312135 | Time: 1979.54 ms
[2022-04-11 16:30:34 main:574] : INFO : Epoch 1847 | loss: 0.031211 | val_loss: 0.0312134 | Time: 1983.07 ms
[2022-04-11 16:30:36 main:574] : INFO : Epoch 1848 | loss: 0.0312113 | val_loss: 0.0312109 | Time: 1986.04 ms
[2022-04-11 16:30:38 main:574] : INFO : Epoch 1849 | loss: 0.031211 | val_loss: 0.0312116 | Time: 1999.42 ms
[2022-04-11 16:30:40 main:574] : INFO : Epoch 1850 | loss: 0.0312106 | val_loss: 0.0312113 | Time: 1989.35 ms
[2022-04-11 16:30:42 main:574] : INFO : Epoch 1851 | loss: 0.0312101 | val_loss: 0.0312104 | Time: 1989.2 ms
[2022-04-11 16:30:44 main:574] : INFO : Epoch 1852 | loss: 0.0312104 | val_loss: 0.0312109 | Time: 1984.94 ms
[2022-04-11 16:30:46 main:574] : INFO : Epoch 1853 | loss: 0.0312101 | val_loss: 0.0312105 | Time: 1963.9 ms
[2022-04-11 16:30:48 main:574] : INFO : Epoch 1854 | loss: 0.0312107 | val_loss: 0.0312107 | Time: 2007.05 ms
[2022-04-11 16:30:50 main:574] : INFO : Epoch 1855 | loss: 0.0312122 | val_loss: 0.0312113 | Time: 1968.18 ms
[2022-04-11 16:30:52 main:574] : INFO : Epoch 1856 | loss: 0.0312111 | val_loss: 0.0312117 | Time: 1980.49 ms
[2022-04-11 16:30:54 main:574] : INFO : Epoch 1857 | loss: 0.0312116 | val_loss: 0.031211 | Time: 1981.16 ms
[2022-04-11 16:30:56 main:574] : INFO : Epoch 1858 | loss: 0.0312121 | val_loss: 0.0312115 | Time: 2021.05 ms
[2022-04-11 16:30:58 main:574] : INFO : Epoch 1859 | loss: 0.0312121 | val_loss: 0.0312112 | Time: 1952.93 ms
[2022-04-11 16:31:00 main:574] : INFO : Epoch 1860 | loss: 0.0312108 | val_loss: 0.0312107 | Time: 2008.4 ms
[2022-04-11 16:31:02 main:574] : INFO : Epoch 1861 | loss: 0.0312106 | val_loss: 0.0312107 | Time: 1987.13 ms
[2022-04-11 16:31:04 main:574] : INFO : Epoch 1862 | loss: 0.0312104 | val_loss: 0.0312119 | Time: 1952.58 ms
[2022-04-11 16:31:06 main:574] : INFO : Epoch 1863 | loss: 0.0312109 | val_loss: 0.0312104 | Time: 1957.53 ms
[2022-04-11 16:31:08 main:574] : INFO : Epoch 1864 | loss: 0.031211 | val_loss: 0.0312147 | Time: 1993.55 ms
[2022-04-11 16:31:10 main:574] : INFO : Epoch 1865 | loss: 0.0312121 | val_loss: 0.0312129 | Time: 1977.94 ms
[2022-04-11 16:31:11 main:574] : INFO : Epoch 1866 | loss: 0.0312133 | val_loss: 0.0312121 | Time: 1921.82 ms
[2022-04-11 16:31:13 main:574] : INFO : Epoch 1867 | loss: 0.0312115 | val_loss: 0.0312113 | Time: 2010 ms
[2022-04-11 16:31:15 main:574] : INFO : Epoch 1868 | loss: 0.0312104 | val_loss: 0.0312109 | Time: 1997.41 ms
[2022-04-11 16:31:17 main:574] : INFO : Epoch 1869 | loss: 0.0312104 | val_loss: 0.0312105 | Time: 1951.44 ms
[2022-04-11 16:31:19 main:574] : INFO : Epoch 1870 | loss: 0.0312109 | val_loss: 0.0312115 | Time: 1981.92 ms
[2022-04-11 16:31:21 main:574] : INFO : Epoch 1871 | loss: 0.0312108 | val_loss: 0.0312102 | Time: 1970 ms
[2022-04-11 16:31:23 main:574] : INFO : Epoch 1872 | loss: 0.0312111 | val_loss: 0.0312104 | Time: 1973.06 ms
[2022-04-11 16:31:25 main:574] : INFO : Epoch 1873 | loss: 0.0312118 | val_loss: 0.0312113 | Time: 1958.06 ms
[2022-04-11 16:31:27 main:574] : INFO : Epoch 1874 | loss: 0.0312104 | val_loss: 0.0312118 | Time: 1956.67 ms
[2022-04-11 16:31:29 main:574] : INFO : Epoch 1875 | loss: 0.0312106 | val_loss: 0.0312102 | Time: 1956.4 ms
[2022-04-11 16:31:31 main:574] : INFO : Epoch 1876 | loss: 0.0312115 | val_loss: 0.0312133 | Time: 1975.67 ms
[2022-04-11 16:31:33 main:574] : INFO : Epoch 1877 | loss: 0.0312136 | val_loss: 0.0312173 | Time: 1979.42 ms
[2022-04-11 16:31:35 main:574] : INFO : Epoch 1878 | loss: 0.0312126 | val_loss: 0.0312119 | Time: 1967.15 ms
[2022-04-11 16:31:37 main:574] : INFO : Epoch 1879 | loss: 0.0312112 | val_loss: 0.0312109 | Time: 1959.08 ms
[2022-04-11 16:31:39 main:574] : INFO : Epoch 1880 | loss: 0.0312107 | val_loss: 0.0312102 | Time: 1981.08 ms
[2022-04-11 16:31:41 main:574] : INFO : Epoch 1881 | loss: 0.031213 | val_loss: 0.0312127 | Time: 1951.08 ms
[2022-04-11 16:31:43 main:574] : INFO : Epoch 1882 | loss: 0.0312114 | val_loss: 0.0312105 | Time: 1998.88 ms
[2022-04-11 16:31:45 main:574] : INFO : Epoch 1883 | loss: 0.031212 | val_loss: 0.0312128 | Time: 1971.23 ms
[2022-04-11 16:31:47 main:574] : INFO : Epoch 1884 | loss: 0.0312128 | val_loss: 0.0312102 | Time: 1993.03 ms
[2022-04-11 16:31:49 main:574] : INFO : Epoch 1885 | loss: 0.0312115 | val_loss: 0.0312101 | Time: 1989.37 ms
[2022-04-11 16:31:51 main:574] : INFO : Epoch 1886 | loss: 0.0312105 | val_loss: 0.0312099 | Time: 1964.25 ms
[2022-04-11 16:31:53 main:574] : INFO : Epoch 1887 | loss: 0.0312112 | val_loss: 0.0312103 | Time: 1966.87 ms
[2022-04-11 16:31:55 main:574] : INFO : Epoch 1888 | loss: 0.031211 | val_loss: 0.0312126 | Time: 1984.54 ms
[2022-04-11 16:31:57 main:574] : INFO : Epoch 1889 | loss: 0.0312115 | val_loss: 0.0312106 | Time: 2066.59 ms
[2022-04-11 16:31:59 main:574] : INFO : Epoch 1890 | loss: 0.0312108 | val_loss: 0.0312105 | Time: 2066.7 ms
[2022-04-11 16:32:01 main:574] : INFO : Epoch 1891 | loss: 0.0312106 | val_loss: 0.0312097 | Time: 2012.37 ms
[2022-04-11 16:32:03 main:574] : INFO : Epoch 1892 | loss: 0.0312098 | val_loss: 0.0312107 | Time: 1976.77 ms
[2022-04-11 16:32:05 main:574] : INFO : Epoch 1893 | loss: 0.0312118 | val_loss: 0.0312107 | Time: 1981.05 ms
[2022-04-11 16:32:07 main:574] : INFO : Epoch 1894 | loss: 0.0312119 | val_loss: 0.0312111 | Time: 1959.84 ms
[2022-04-11 16:32:09 main:574] : INFO : Epoch 1895 | loss: 0.031211 | val_loss: 0.0312147 | Time: 1974.17 ms
[2022-04-11 16:32:11 main:574] : INFO : Epoch 1896 | loss: 0.0312117 | val_loss: 0.0312153 | Time: 1973.48 ms
[2022-04-11 16:32:13 main:574] : INFO : Epoch 1897 | loss: 0.0312106 | val_loss: 0.0312127 | Time: 1980.32 ms
[2022-04-11 16:32:15 main:574] : INFO : Epoch 1898 | loss: 0.031212 | val_loss: 0.0312143 | Time: 1995.31 ms
[2022-04-11 16:32:17 main:574] : INFO : Epoch 1899 | loss: 0.0312116 | val_loss: 0.0312099 | Time: 1965.44 ms
[2022-04-11 16:32:19 main:574] : INFO : Epoch 1900 | loss: 0.0312104 | val_loss: 0.0312096 | Time: 1958.81 ms
[2022-04-11 16:32:21 main:574] : INFO : Epoch 1901 | loss: 0.0312104 | val_loss: 0.031209 | Time: 1959.36 ms
[2022-04-11 16:32:23 main:574] : INFO : Epoch 1902 | loss: 0.0312104 | val_loss: 0.0312099 | Time: 1975.33 ms
[2022-04-11 16:32:25 main:574] : INFO : Epoch 1903 | loss: 0.0312109 | val_loss: 0.031209 | Time: 1970.61 ms
[2022-04-11 16:32:27 main:574] : INFO : Epoch 1904 | loss: 0.0312108 | val_loss: 0.0312101 | Time: 1995.58 ms
[2022-04-11 16:32:29 main:574] : INFO : Epoch 1905 | loss: 0.0312106 | val_loss: 0.0312119 | Time: 1953.91 ms
[2022-04-11 16:32:31 main:574] : INFO : Epoch 1906 | loss: 0.0312116 | val_loss: 0.0312099 | Time: 1978.09 ms
[2022-04-11 16:32:33 main:574] : INFO : Epoch 1907 | loss: 0.0312105 | val_loss: 0.0312095 | Time: 1979.49 ms
[2022-04-11 16:32:35 main:574] : INFO : Epoch 1908 | loss: 0.0312113 | val_loss: 0.0312113 | Time: 1960.42 ms
[2022-04-11 16:32:37 main:574] : INFO : Epoch 1909 | loss: 0.0312109 | val_loss: 0.0312138 | Time: 1968.16 ms
[2022-04-11 16:32:39 main:574] : INFO : Epoch 1910 | loss: 0.031211 | val_loss: 0.0312108 | Time: 1938.59 ms
[2022-04-11 16:32:41 main:574] : INFO : Epoch 1911 | loss: 0.0312109 | val_loss: 0.0312115 | Time: 1957.29 ms
[2022-04-11 16:32:43 main:574] : INFO : Epoch 1912 | loss: 0.0312132 | val_loss: 0.0312176 | Time: 1976.9 ms
[2022-04-11 16:32:45 main:574] : INFO : Epoch 1913 | loss: 0.0312135 | val_loss: 0.0312134 | Time: 1952.49 ms
[2022-04-11 16:32:47 main:574] : INFO : Epoch 1914 | loss: 0.031212 | val_loss: 0.0312114 | Time: 1952.37 ms
[2022-04-11 16:32:48 main:574] : INFO : Epoch 1915 | loss: 0.0312109 | val_loss: 0.031211 | Time: 1983.04 ms
[2022-04-11 16:32:50 main:574] : INFO : Epoch 1916 | loss: 0.0312111 | val_loss: 0.0312117 | Time: 1960.25 ms
[2022-04-11 16:32:52 main:574] : INFO : Epoch 1917 | loss: 0.0312109 | val_loss: 0.0312127 | Time: 1965.2 ms
[2022-04-11 16:32:54 main:574] : INFO : Epoch 1918 | loss: 0.0312104 | val_loss: 0.0312101 | Time: 1967.91 ms
[2022-04-11 16:32:56 main:574] : INFO : Epoch 1919 | loss: 0.0312114 | val_loss: 0.0312104 | Time: 1944.84 ms
[2022-04-11 16:32:58 main:574] : INFO : Epoch 1920 | loss: 0.031211 | val_loss: 0.0312098 | Time: 1969.18 ms
[2022-04-11 16:33:00 main:574] : INFO : Epoch 1921 | loss: 0.0312102 | val_loss: 0.0312095 | Time: 1935.86 ms
[2022-04-11 16:33:02 main:574] : INFO : Epoch 1922 | loss: 0.03121 | val_loss: 0.031212 | Time: 1953.3 ms
[2022-04-11 16:33:04 main:574] : INFO : Epoch 1923 | loss: 0.0312112 | val_loss: 0.0312095 | Time: 1992.62 ms
[2022-04-11 16:33:06 main:574] : INFO : Epoch 1924 | loss: 0.0312103 | val_loss: 0.0312095 | Time: 1976.31 ms
[2022-04-11 16:33:08 main:574] : INFO : Epoch 1925 | loss: 0.0312106 | val_loss: 0.03121 | Time: 1949.86 ms
[2022-04-11 16:33:10 main:574] : INFO : Epoch 1926 | loss: 0.031213 | val_loss: 0.031212 | Time: 1981.24 ms
[2022-04-11 16:33:12 main:574] : INFO : Epoch 1927 | loss: 0.0312109 | val_loss: 0.0312099 | Time: 1966.41 ms
[2022-04-11 16:33:14 main:574] : INFO : Epoch 1928 | loss: 0.0312102 | val_loss: 0.0312107 | Time: 1940.07 ms
[2022-04-11 16:33:16 main:574] : INFO : Epoch 1929 | loss: 0.0312127 | val_loss: 0.0312123 | Time: 1987.15 ms
[2022-04-11 16:33:18 main:574] : INFO : Epoch 1930 | loss: 0.0312106 | val_loss: 0.0312103 | Time: 1976.95 ms
[2022-04-11 16:33:20 main:574] : INFO : Epoch 1931 | loss: 0.0312112 | val_loss: 0.0312109 | Time: 1992.66 ms
[2022-04-11 16:33:22 main:574] : INFO : Epoch 1932 | loss: 0.0312108 | val_loss: 0.0312104 | Time: 1967.59 ms
[2022-04-11 16:33:24 main:574] : INFO : Epoch 1933 | loss: 0.0312119 | val_loss: 0.0312109 | Time: 1962.26 ms
[2022-04-11 16:33:26 main:574] : INFO : Epoch 1934 | loss: 0.0312115 | val_loss: 0.0312104 | Time: 1987.91 ms
[2022-04-11 16:33:28 main:574] : INFO : Epoch 1935 | loss: 0.0312109 | val_loss: 0.0312128 | Time: 1960.93 ms
[2022-04-11 16:33:30 main:574] : INFO : Epoch 1936 | loss: 0.0312119 | val_loss: 0.0312099 | Time: 1958.21 ms
[2022-04-11 16:33:32 main:574] : INFO : Epoch 1937 | loss: 0.0312107 | val_loss: 0.0312099 | Time: 1968.59 ms
[2022-04-11 16:33:34 main:574] : INFO : Epoch 1938 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 1965.39 ms
[2022-04-11 16:33:36 main:574] : INFO : Epoch 1939 | loss: 0.0312103 | val_loss: 0.0312092 | Time: 1977.34 ms
[2022-04-11 16:33:38 main:574] : INFO : Epoch 1940 | loss: 0.0312125 | val_loss: 0.0312101 | Time: 1994.43 ms
[2022-04-11 16:33:40 main:574] : INFO : Epoch 1941 | loss: 0.0312117 | val_loss: 0.0312108 | Time: 1962.61 ms
[2022-04-11 16:33:42 main:574] : INFO : Epoch 1942 | loss: 0.0312107 | val_loss: 0.0312097 | Time: 1962.35 ms
[2022-04-11 16:33:44 main:574] : INFO : Epoch 1943 | loss: 0.0312099 | val_loss: 0.0312106 | Time: 1973.35 ms
[2022-04-11 16:33:46 main:574] : INFO : Epoch 1944 | loss: 0.0312097 | val_loss: 0.0312101 | Time: 1972.17 ms
[2022-04-11 16:33:48 main:574] : INFO : Epoch 1945 | loss: 0.0312109 | val_loss: 0.0312097 | Time: 1961.94 ms
[2022-04-11 16:33:50 main:574] : INFO : Epoch 1946 | loss: 0.0312105 | val_loss: 0.0312108 | Time: 1971.06 ms
[2022-04-11 16:33:52 main:574] : INFO : Epoch 1947 | loss: 0.03121 | val_loss: 0.0312091 | Time: 1979.95 ms
[2022-04-11 16:33:54 main:574] : INFO : Epoch 1948 | loss: 0.0312107 | val_loss: 0.0312092 | Time: 1976.13 ms
[2022-04-11 16:33:56 main:574] : INFO : Epoch 1949 | loss: 0.0312104 | val_loss: 0.031209 | Time: 1999.45 ms
[2022-04-11 16:33:58 main:574] : INFO : Epoch 1950 | loss: 0.0312109 | val_loss: 0.0312101 | Time: 1987.58 ms
[2022-04-11 16:34:00 main:574] : INFO : Epoch 1951 | loss: 0.0312113 | val_loss: 0.0312093 | Time: 1979.98 ms
[2022-04-11 16:34:02 main:574] : INFO : Epoch 1952 | loss: 0.031211 | val_loss: 0.0312116 | Time: 1959.9 ms
[2022-04-11 16:34:04 main:574] : INFO : Epoch 1953 | loss: 0.0312147 | val_loss: 0.0312098 | Time: 1961.75 ms
[2022-04-11 16:34:05 main:574] : INFO : Epoch 1954 | loss: 0.0312118 | val_loss: 0.0312094 | Time: 1968.47 ms
[2022-04-11 16:34:07 main:574] : INFO : Epoch 1955 | loss: 0.0312097 | val_loss: 0.031209 | Time: 2003.1 ms
[2022-04-11 16:34:09 main:574] : INFO : Epoch 1956 | loss: 0.0312097 | val_loss: 0.0312111 | Time: 1974.2 ms
[2022-04-11 16:34:11 main:574] : INFO : Epoch 1957 | loss: 0.0312135 | val_loss: 0.0312105 | Time: 1952.36 ms
[2022-04-11 16:34:13 main:574] : INFO : Epoch 1958 | loss: 0.0312111 | val_loss: 0.031209 | Time: 1968.93 ms
[2022-04-11 16:34:15 main:574] : INFO : Epoch 1959 | loss: 0.03121 | val_loss: 0.0312088 | Time: 1972.86 ms
[2022-04-11 16:34:17 main:574] : INFO : Epoch 1960 | loss: 0.0312096 | val_loss: 0.0312144 | Time: 2006.15 ms
[2022-04-11 16:34:19 main:574] : INFO : Epoch 1961 | loss: 0.0312125 | val_loss: 0.0312103 | Time: 1967.94 ms
[2022-04-11 16:34:21 main:574] : INFO : Epoch 1962 | loss: 0.0312106 | val_loss: 0.031209 | Time: 2004.14 ms
[2022-04-11 16:34:23 main:574] : INFO : Epoch 1963 | loss: 0.0312109 | val_loss: 0.0312115 | Time: 1962.85 ms
[2022-04-11 16:34:25 main:574] : INFO : Epoch 1964 | loss: 0.0312106 | val_loss: 0.031209 | Time: 1990.55 ms
[2022-04-11 16:34:27 main:574] : INFO : Epoch 1965 | loss: 0.0312097 | val_loss: 0.0312103 | Time: 1986.7 ms
[2022-04-11 16:34:29 main:574] : INFO : Epoch 1966 | loss: 0.0312117 | val_loss: 0.0312129 | Time: 1949.46 ms
[2022-04-11 16:34:31 main:574] : INFO : Epoch 1967 | loss: 0.031212 | val_loss: 0.0312093 | Time: 1964.54 ms
[2022-04-11 16:34:33 main:574] : INFO : Epoch 1968 | loss: 0.0312111 | val_loss: 0.0312092 | Time: 2001.91 ms
[2022-04-11 16:34:35 main:574] : INFO : Epoch 1969 | loss: 0.0312109 | val_loss: 0.0312107 | Time: 1955.55 ms
[2022-04-11 16:34:37 main:574] : INFO : Epoch 1970 | loss: 0.0312112 | val_loss: 0.0312132 | Time: 1975.9 ms
[2022-04-11 16:34:39 main:574] : INFO : Epoch 1971 | loss: 0.0312107 | val_loss: 0.031211 | Time: 1995.53 ms
[2022-04-11 16:34:41 main:574] : INFO : Epoch 1972 | loss: 0.0312106 | val_loss: 0.0312095 | Time: 1973.74 ms
[2022-04-11 16:34:43 main:574] : INFO : Epoch 1973 | loss: 0.0312099 | val_loss: 0.0312113 | Time: 1999.3 ms
[2022-04-11 16:34:45 main:574] : INFO : Epoch 1974 | loss: 0.0312112 | val_loss: 0.0312087 | Time: 1985.76 ms
[2022-04-11 16:34:47 main:574] : INFO : Epoch 1975 | loss: 0.0312097 | val_loss: 0.0312086 | Time: 2015.35 ms
[2022-04-11 16:34:49 main:574] : INFO : Epoch 1976 | loss: 0.0312101 | val_loss: 0.0312104 | Time: 1980.05 ms
[2022-04-11 16:34:51 main:574] : INFO : Epoch 1977 | loss: 0.0312101 | val_loss: 0.0312091 | Time: 1966.33 ms
[2022-04-11 16:34:53 main:574] : INFO : Epoch 1978 | loss: 0.0312098 | val_loss: 0.0312103 | Time: 2026.48 ms
[2022-04-11 16:34:55 main:574] : INFO : Epoch 1979 | loss: 0.0312102 | val_loss: 0.0312094 | Time: 1998.83 ms
[2022-04-11 16:34:57 main:574] : INFO : Epoch 1980 | loss: 0.0312097 | val_loss: 0.0312088 | Time: 1975.12 ms
[2022-04-11 16:34:59 main:574] : INFO : Epoch 1981 | loss: 0.0312126 | val_loss: 0.0312089 | Time: 1956.66 ms
[2022-04-11 16:35:01 main:574] : INFO : Epoch 1982 | loss: 0.0312105 | val_loss: 0.0312176 | Time: 1984.69 ms
[2022-04-11 16:35:03 main:574] : INFO : Epoch 1983 | loss: 0.0312142 | val_loss: 0.0312102 | Time: 1971.91 ms
[2022-04-11 16:35:05 main:574] : INFO : Epoch 1984 | loss: 0.0312119 | val_loss: 0.0312121 | Time: 1989.27 ms
[2022-04-11 16:35:07 main:574] : INFO : Epoch 1985 | loss: 0.0312106 | val_loss: 0.031209 | Time: 1967.8 ms
[2022-04-11 16:35:09 main:574] : INFO : Epoch 1986 | loss: 0.0312095 | val_loss: 0.0312084 | Time: 1950.41 ms
[2022-04-11 16:35:11 main:574] : INFO : Epoch 1987 | loss: 0.0312096 | val_loss: 0.0312089 | Time: 1955.12 ms
[2022-04-11 16:35:13 main:574] : INFO : Epoch 1988 | loss: 0.0312128 | val_loss: 0.0312089 | Time: 1978.23 ms
[2022-04-11 16:35:15 main:574] : INFO : Epoch 1989 | loss: 0.0312114 | val_loss: 0.0312088 | Time: 1991.21 ms
[2022-04-11 16:35:17 main:574] : INFO : Epoch 1990 | loss: 0.0312105 | val_loss: 0.0312115 | Time: 1970.24 ms
[2022-04-11 16:35:19 main:574] : INFO : Epoch 1991 | loss: 0.0312114 | val_loss: 0.0312176 | Time: 1951.73 ms
[2022-04-11 16:35:21 main:574] : INFO : Epoch 1992 | loss: 0.0312107 | val_loss: 0.0312084 | Time: 1959.07 ms
[2022-04-11 16:35:23 main:574] : INFO : Epoch 1993 | loss: 0.03121 | val_loss: 0.0312082 | Time: 1990.48 ms
[2022-04-11 16:35:25 main:574] : INFO : Epoch 1994 | loss: 0.0312105 | val_loss: 0.031211 | Time: 1970.56 ms
[2022-04-11 16:35:27 main:574] : INFO : Epoch 1995 | loss: 0.0312118 | val_loss: 0.0312104 | Time: 2005.71 ms
[2022-04-11 16:35:29 main:574] : INFO : Epoch 1996 | loss: 0.0312106 | val_loss: 0.0312087 | Time: 1974.43 ms
[2022-04-11 16:35:31 main:574] : INFO : Epoch 1997 | loss: 0.031211 | val_loss: 0.0312086 | Time: 1995.25 ms
[2022-04-11 16:35:33 main:574] : INFO : Epoch 1998 | loss: 0.0312106 | val_loss: 0.0312112 | Time: 1992.08 ms
[2022-04-11 16:35:35 main:574] : INFO : Epoch 1999 | loss: 0.0312105 | val_loss: 0.0312084 | Time: 2030.24 ms
[2022-04-11 16:35:37 main:574] : INFO : Epoch 2000 | loss: 0.0312122 | val_loss: 0.0312098 | Time: 1964.45 ms
[2022-04-11 16:35:39 main:574] : INFO : Epoch 2001 | loss: 0.03121 | val_loss: 0.0312084 | Time: 1975.03 ms
[2022-04-11 16:35:41 main:574] : INFO : Epoch 2002 | loss: 0.0312125 | val_loss: 0.0312097 | Time: 1994.34 ms
[2022-04-11 16:35:43 main:574] : INFO : Epoch 2003 | loss: 0.0312099 | val_loss: 0.031209 | Time: 2001.24 ms
[2022-04-11 16:35:45 main:574] : INFO : Epoch 2004 | loss: 0.0312106 | val_loss: 0.0312089 | Time: 1986.28 ms
[2022-04-11 16:35:47 main:574] : INFO : Epoch 2005 | loss: 0.0312103 | val_loss: 0.0312092 | Time: 2003.73 ms
[2022-04-11 16:35:49 main:574] : INFO : Epoch 2006 | loss: 0.0312105 | val_loss: 0.0312117 | Time: 1977.66 ms
[2022-04-11 16:35:51 main:574] : INFO : Epoch 2007 | loss: 0.031213 | val_loss: 0.0312201 | Time: 1977.03 ms
[2022-04-11 16:35:53 main:574] : INFO : Epoch 2008 | loss: 0.0312166 | val_loss: 0.0312089 | Time: 1988.2 ms
[2022-04-11 16:35:55 main:574] : INFO : Epoch 2009 | loss: 0.0312113 | val_loss: 0.0312087 | Time: 1990.37 ms
[2022-04-11 16:35:57 main:574] : INFO : Epoch 2010 | loss: 0.0312096 | val_loss: 0.0312108 | Time: 1961.53 ms
[2022-04-11 16:35:59 main:574] : INFO : Epoch 2011 | loss: 0.031211 | val_loss: 0.031209 | Time: 1970.86 ms
[2022-04-11 16:36:01 main:574] : INFO : Epoch 2012 | loss: 0.0312103 | val_loss: 0.0312092 | Time: 2005.29 ms
[2022-04-11 16:36:03 main:574] : INFO : Epoch 2013 | loss: 0.0312113 | val_loss: 0.031218 | Time: 1976.79 ms
[2022-04-11 16:36:05 main:574] : INFO : Epoch 2014 | loss: 0.031211 | val_loss: 0.0312087 | Time: 1973.86 ms
[2022-04-11 16:36:07 main:574] : INFO : Epoch 2015 | loss: 0.0312101 | val_loss: 0.0312128 | Time: 1968.34 ms
[2022-04-11 16:36:09 main:574] : INFO : Epoch 2016 | loss: 0.0312118 | val_loss: 0.0312133 | Time: 2008.55 ms
[2022-04-11 16:36:11 main:574] : INFO : Epoch 2017 | loss: 0.0312125 | val_loss: 0.0312184 | Time: 1957.51 ms
[2022-04-11 16:36:13 main:574] : INFO : Epoch 2018 | loss: 0.0312115 | val_loss: 0.0312101 | Time: 1961.79 ms
[2022-04-11 16:36:15 main:574] : INFO : Epoch 2019 | loss: 0.0312109 | val_loss: 0.0312093 | Time: 1977.35 ms
[2022-04-11 16:36:17 main:574] : INFO : Epoch 2020 | loss: 0.0312116 | val_loss: 0.0312091 | Time: 1966.01 ms
[2022-04-11 16:36:18 main:574] : INFO : Epoch 2021 | loss: 0.0312114 | val_loss: 0.0312088 | Time: 1962.99 ms
[2022-04-11 16:36:20 main:574] : INFO : Epoch 2022 | loss: 0.0312098 | val_loss: 0.0312089 | Time: 1958.17 ms
[2022-04-11 16:36:22 main:574] : INFO : Epoch 2023 | loss: 0.0312107 | val_loss: 0.0312132 | Time: 1968.91 ms
[2022-04-11 16:36:24 main:574] : INFO : Epoch 2024 | loss: 0.0312143 | val_loss: 0.0312133 | Time: 1975.81 ms
[2022-04-11 16:36:26 main:574] : INFO : Epoch 2025 | loss: 0.0312106 | val_loss: 0.0312093 | Time: 1970.46 ms
[2022-04-11 16:36:28 main:574] : INFO : Epoch 2026 | loss: 0.0312104 | val_loss: 0.0312091 | Time: 1966.87 ms
[2022-04-11 16:36:30 main:574] : INFO : Epoch 2027 | loss: 0.0312096 | val_loss: 0.0312107 | Time: 2015.86 ms
[2022-04-11 16:36:33 main:574] : INFO : Epoch 2028 | loss: 0.0312097 | val_loss: 0.0312087 | Time: 2172.45 ms
[2022-04-11 16:36:35 main:574] : INFO : Epoch 2029 | loss: 0.0312111 | val_loss: 0.0312089 | Time: 2159.64 ms
[2022-04-11 16:36:37 main:574] : INFO : Epoch 2030 | loss: 0.0312132 | val_loss: 0.0312139 | Time: 2110.14 ms
[2022-04-11 16:36:39 main:574] : INFO : Epoch 2031 | loss: 0.0312127 | val_loss: 0.0312112 | Time: 2151.28 ms
[2022-04-11 16:36:41 main:574] : INFO : Epoch 2032 | loss: 0.0312103 | val_loss: 0.0312103 | Time: 2159.95 ms
[2022-04-11 16:36:43 main:574] : INFO : Epoch 2033 | loss: 0.03121 | val_loss: 0.0312085 | Time: 2106.33 ms
[2022-04-11 16:36:45 main:574] : INFO : Epoch 2034 | loss: 0.0312103 | val_loss: 0.031213 | Time: 2109.44 ms
[2022-04-11 16:36:47 main:574] : INFO : Epoch 2035 | loss: 0.031211 | val_loss: 0.0312089 | Time: 2103.56 ms
[2022-04-11 16:36:50 main:574] : INFO : Epoch 2036 | loss: 0.0312103 | val_loss: 0.0312081 | Time: 2177.26 ms
[2022-04-11 16:36:52 main:574] : INFO : Epoch 2037 | loss: 0.0312091 | val_loss: 0.0312079 | Time: 2132.63 ms
[2022-04-11 16:36:54 main:574] : INFO : Epoch 2038 | loss: 0.0312107 | val_loss: 0.0312095 | Time: 2171.99 ms
[2022-04-11 16:36:56 main:574] : INFO : Epoch 2039 | loss: 0.0312105 | val_loss: 0.0312112 | Time: 2200.21 ms
[2022-04-11 16:36:58 main:574] : INFO : Epoch 2040 | loss: 0.0312097 | val_loss: 0.031209 | Time: 2174.22 ms
[2022-04-11 16:37:01 main:574] : INFO : Epoch 2041 | loss: 0.0312093 | val_loss: 0.03121 | Time: 2155.75 ms
[2022-04-11 16:37:02 main:574] : INFO : Epoch 2042 | loss: 0.031209 | val_loss: 0.0312082 | Time: 1975.44 ms
[2022-04-11 16:37:04 main:574] : INFO : Epoch 2043 | loss: 0.0312093 | val_loss: 0.0312092 | Time: 1959.03 ms
[2022-04-11 16:37:06 main:574] : INFO : Epoch 2044 | loss: 0.0312095 | val_loss: 0.0312087 | Time: 1973.18 ms
[2022-04-11 16:37:08 main:574] : INFO : Epoch 2045 | loss: 0.0312101 | val_loss: 0.0312153 | Time: 1985.4 ms
[2022-04-11 16:37:10 main:574] : INFO : Epoch 2046 | loss: 0.0312116 | val_loss: 0.0312088 | Time: 1959.56 ms
[2022-04-11 16:37:12 main:574] : INFO : Epoch 2047 | loss: 0.0312105 | val_loss: 0.0312109 | Time: 1973.73 ms
[2022-04-11 16:37:14 main:574] : INFO : Epoch 2048 | loss: 0.0312132 | val_loss: 0.0312096 | Time: 1989.84 ms
[2022-04-11 16:37:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312096
[2022-04-11 16:37:14 main:603] : INFO : Saving end state to config to file
[2022-04-11 16:37:14 main:608] : INFO : Success, exiting..
16:37:14 (39404): 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)