Task 14472714
| Name | ParityModified-1647046376-29380-3-0_0 |
| Workunit | 11514362 |
| Created | 6 Apr 2022, 14:33:15 UTC |
| Sent | 10 Apr 2022, 2:02:25 UTC |
| Report deadline | 18 Apr 2022, 2:02:25 UTC |
| Received | 10 Apr 2022, 18:07:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 8 min 10 sec |
| CPU time | 1 hours 7 min 51 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> : Epoch 1542 | loss: 0.0312027 | val_loss: 0.0312042 | Time: 1979.01 ms [2022-04-10 12:50:19 main:574] : INFO : Epoch 1543 | loss: 0.0312032 | val_loss: 0.031208 | Time: 1966.45 ms [2022-04-10 12:50:21 main:574] : INFO : Epoch 1544 | loss: 0.0312034 | val_loss: 0.031204 | Time: 1975.76 ms [2022-04-10 12:50:23 main:574] : INFO : Epoch 1545 | loss: 0.0312032 | val_loss: 0.0312045 | Time: 1937.71 ms [2022-04-10 12:50:25 main:574] : INFO : Epoch 1546 | loss: 0.0312029 | val_loss: 0.0312058 | Time: 1932.94 ms [2022-04-10 12:50:27 main:574] : INFO : Epoch 1547 | loss: 0.0312028 | val_loss: 0.0312049 | Time: 1951.81 ms [2022-04-10 12:50:29 main:574] : INFO : Epoch 1548 | loss: 0.0312034 | val_loss: 0.031204 | Time: 1946.73 ms [2022-04-10 12:50:31 main:574] : INFO : Epoch 1549 | loss: 0.0312032 | val_loss: 0.0312047 | Time: 1923.62 ms [2022-04-10 12:50:33 main:574] : INFO : Epoch 1550 | loss: 0.0312029 | val_loss: 0.0312038 | Time: 1936.04 ms [2022-04-10 12:50:35 main:574] : INFO : Epoch 1551 | loss: 0.0312022 | val_loss: 0.0312037 | Time: 1983.83 ms [2022-04-10 12:50:37 main:574] : INFO : Epoch 1552 | loss: 0.0312019 | val_loss: 0.0312045 | Time: 2072.48 ms [2022-04-10 12:50:39 main:574] : INFO : Epoch 1553 | loss: 0.0312031 | val_loss: 0.031206 | Time: 1942.59 ms [2022-04-10 12:50:41 main:574] : INFO : Epoch 1554 | loss: 0.0312038 | val_loss: 0.0312043 | Time: 1925.01 ms [2022-04-10 12:50:43 main:574] : INFO : Epoch 1555 | loss: 0.0312021 | val_loss: 0.0312037 | Time: 1938.5 ms [2022-04-10 12:50:45 main:574] : INFO : Epoch 1556 | loss: 0.0312013 | val_loss: 0.0312037 | Time: 1957.19 ms [2022-04-10 12:50:47 main:574] : INFO : Epoch 1557 | loss: 0.0312025 | val_loss: 0.0312038 | Time: 1939.38 ms [2022-04-10 12:50:49 main:574] : INFO : Epoch 1558 | loss: 0.031204 | val_loss: 0.0312083 | Time: 1937.8 ms [2022-04-10 12:50:51 main:574] : INFO : Epoch 1559 | loss: 0.0312053 | val_loss: 0.0312048 | Time: 2075.1 ms [2022-04-10 12:50:53 main:574] : INFO : Epoch 1560 | loss: 0.0312026 | val_loss: 0.0312088 | Time: 1955.11 ms [2022-04-10 12:50:55 main:574] : INFO : Epoch 1561 | loss: 0.0312044 | val_loss: 0.0312056 | Time: 1948.87 ms [2022-04-10 12:50:57 main:574] : INFO : Epoch 1562 | loss: 0.0312041 | val_loss: 0.0312055 | Time: 1934.68 ms [2022-04-10 12:50:59 main:574] : INFO : Epoch 1563 | loss: 0.0312022 | val_loss: 0.0312046 | Time: 1941.64 ms [2022-04-10 12:51:00 main:574] : INFO : Epoch 1564 | loss: 0.031202 | val_loss: 0.031205 | Time: 1932.64 ms [2022-04-10 12:51:02 main:574] : INFO : Epoch 1565 | loss: 0.0312022 | val_loss: 0.031204 | Time: 1967.96 ms [2022-04-10 12:51:04 main:574] : INFO : Epoch 1566 | loss: 0.0312025 | val_loss: 0.0312055 | Time: 1946.17 ms [2022-04-10 12:51:06 main:574] : INFO : Epoch 1567 | loss: 0.0312027 | val_loss: 0.0312046 | Time: 1956.54 ms [2022-04-10 12:51:08 main:574] : INFO : Epoch 1568 | loss: 0.0312025 | val_loss: 0.0312045 | Time: 1981.16 ms [2022-04-10 12:51:10 main:574] : INFO : Epoch 1569 | loss: 0.0312043 | val_loss: 0.0312061 | Time: 1944.73 ms [2022-04-10 12:51:12 main:574] : INFO : Epoch 1570 | loss: 0.0312042 | val_loss: 0.0312044 | Time: 1949.04 ms [2022-04-10 12:51:14 main:574] : INFO : Epoch 1571 | loss: 0.0312032 | val_loss: 0.031207 | Time: 1945.95 ms [2022-04-10 12:51:16 main:574] : INFO : Epoch 1572 | loss: 0.0312043 | val_loss: 0.0312044 | Time: 1924.93 ms [2022-04-10 12:51:18 main:574] : INFO : Epoch 1573 | loss: 0.0312024 | val_loss: 0.0312089 | Time: 1939.59 ms [2022-04-10 12:51:20 main:574] : INFO : Epoch 1574 | loss: 0.031204 | val_loss: 0.0312038 | Time: 1941.13 ms [2022-04-10 12:51:22 main:574] : INFO : Epoch 1575 | loss: 0.0312023 | val_loss: 0.0312041 | Time: 1956.99 ms [2022-04-10 12:51:24 main:574] : INFO : Epoch 1576 | loss: 0.0312037 | val_loss: 0.0312057 | Time: 1936.36 ms [2022-04-10 12:51:26 main:574] : INFO : Epoch 1577 | loss: 0.0312027 | val_loss: 0.0312044 | Time: 1968.24 ms [2022-04-10 12:51:28 main:574] : INFO : Epoch 1578 | loss: 0.0312037 | val_loss: 0.0312046 | Time: 1969.41 ms [2022-04-10 12:51:30 main:574] : INFO : Epoch 1579 | loss: 0.0312028 | val_loss: 0.0312043 | Time: 1973.35 ms [2022-04-10 12:51:32 main:574] : INFO : Epoch 1580 | loss: 0.0312019 | val_loss: 0.0312038 | Time: 1945.58 ms [2022-04-10 12:51:34 main:574] : INFO : Epoch 1581 | loss: 0.0312019 | val_loss: 0.0312039 | Time: 1944.56 ms [2022-04-10 12:51:36 main:574] : INFO : Epoch 1582 | loss: 0.0312029 | val_loss: 0.0312043 | Time: 1982.97 ms [2022-04-10 12:51:38 main:574] : INFO : Epoch 1583 | loss: 0.0312019 | val_loss: 0.0312048 | Time: 1924.86 ms [2022-04-10 12:51:40 main:574] : INFO : Epoch 1584 | loss: 0.0312021 | val_loss: 0.0312056 | Time: 1950.39 ms [2022-04-10 12:51:42 main:574] : INFO : Epoch 1585 | loss: 0.0312033 | val_loss: 0.0312045 | Time: 1953.15 ms [2022-04-10 12:51:44 main:574] : INFO : Epoch 1586 | loss: 0.0312034 | val_loss: 0.0312058 | Time: 1971.33 ms [2022-04-10 12:51:45 main:574] : INFO : Epoch 1587 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 1952.74 ms [2022-04-10 12:51:47 main:574] : INFO : Epoch 1588 | loss: 0.0312028 | val_loss: 0.0312057 | Time: 1951.78 ms [2022-04-10 12:51:49 main:574] : INFO : Epoch 1589 | loss: 0.0312031 | val_loss: 0.0312041 | Time: 1985.4 ms [2022-04-10 12:51:51 main:574] : INFO : Epoch 1590 | loss: 0.0312031 | val_loss: 0.0312075 | Time: 1931.37 ms [2022-04-10 12:51:53 main:574] : INFO : Epoch 1591 | loss: 0.0312045 | val_loss: 0.0312066 | Time: 1968.48 ms [2022-04-10 12:51:55 main:574] : INFO : Epoch 1592 | loss: 0.0312054 | val_loss: 0.0312097 | Time: 1972.32 ms [2022-04-10 12:51:57 main:574] : INFO : Epoch 1593 | loss: 0.031206 | val_loss: 0.0312056 | Time: 1971.2 ms [2022-04-10 12:51:59 main:574] : INFO : Epoch 1594 | loss: 0.0312034 | val_loss: 0.0312038 | Time: 1957.44 ms [2022-04-10 12:52:01 main:574] : INFO : Epoch 1595 | loss: 0.0312042 | val_loss: 0.0312073 | Time: 1959.64 ms [2022-04-10 12:52:03 main:574] : INFO : Epoch 1596 | loss: 0.031205 | val_loss: 0.0312039 | Time: 1968.38 ms [2022-04-10 12:52:05 main:574] : INFO : Epoch 1597 | loss: 0.0312034 | val_loss: 0.0312082 | Time: 1957.23 ms [2022-04-10 12:52:07 main:574] : INFO : Epoch 1598 | loss: 0.0312034 | val_loss: 0.0312053 | Time: 1963.45 ms [2022-04-10 12:52:09 main:574] : INFO : Epoch 1599 | loss: 0.0312032 | val_loss: 0.0312043 | Time: 1959.1 ms [2022-04-10 12:52:11 main:574] : INFO : Epoch 1600 | loss: 0.0312031 | val_loss: 0.0312055 | Time: 1934.9 ms [2022-04-10 12:52:13 main:574] : INFO : Epoch 1601 | loss: 0.0312029 | val_loss: 0.0312081 | Time: 1941.45 ms [2022-04-10 12:52:15 main:574] : INFO : Epoch 1602 | loss: 0.0312033 | val_loss: 0.0312055 | Time: 1945.38 ms [2022-04-10 12:52:17 main:574] : INFO : Epoch 1603 | loss: 0.0312031 | val_loss: 0.0312045 | Time: 1949.88 ms [2022-04-10 12:52:19 main:574] : INFO : Epoch 1604 | loss: 0.0312021 | val_loss: 0.0312041 | Time: 1951.66 ms [2022-04-10 12:52:21 main:574] : INFO : Epoch 1605 | loss: 0.0312028 | val_loss: 0.0312047 | Time: 1936.16 ms [2022-04-10 12:52:23 main:574] : INFO : Epoch 1606 | loss: 0.0312019 | val_loss: 0.0312037 | Time: 1948.02 ms [2022-04-10 12:52:25 main:574] : INFO : Epoch 1607 | loss: 0.0312032 | val_loss: 0.0312062 | Time: 1936.65 ms [2022-04-10 12:52:27 main:574] : INFO : Epoch 1608 | loss: 0.0312039 | val_loss: 0.031214 | Time: 1922.38 ms [2022-04-10 12:52:29 main:574] : INFO : Epoch 1609 | loss: 0.0312055 | val_loss: 0.0312063 | Time: 1951.23 ms [2022-04-10 12:52:30 main:574] : INFO : Epoch 1610 | loss: 0.0312041 | val_loss: 0.0312057 | Time: 1941.52 ms [2022-04-10 12:52:32 main:574] : INFO : Epoch 1611 | loss: 0.0312032 | val_loss: 0.0312044 | Time: 1943.34 ms [2022-04-10 12:52:34 main:574] : INFO : Epoch 1612 | loss: 0.0312046 | val_loss: 0.0312072 | Time: 1960.78 ms [2022-04-10 12:52:36 main:574] : INFO : Epoch 1613 | loss: 0.0312031 | val_loss: 0.0312046 | Time: 1988.51 ms [2022-04-10 12:52:38 main:574] : INFO : Epoch 1614 | loss: 0.0312036 | val_loss: 0.0312063 | Time: 1973.51 ms [2022-04-10 12:52:40 main:574] : INFO : Epoch 1615 | loss: 0.0312045 | val_loss: 0.0312049 | Time: 1962.21 ms [2022-04-10 12:52:42 main:574] : INFO : Epoch 1616 | loss: 0.0312063 | val_loss: 0.0312185 | Time: 1960.01 ms [2022-04-10 12:52:44 main:574] : INFO : Epoch 1617 | loss: 0.0312049 | val_loss: 0.0312041 | Time: 1989.38 ms [2022-04-10 12:52:46 main:574] : INFO : Epoch 1618 | loss: 0.0312018 | val_loss: 0.0312056 | Time: 1989.38 ms [2022-04-10 12:52:48 main:574] : INFO : Epoch 1619 | loss: 0.0312017 | val_loss: 0.0312035 | Time: 1961.03 ms [2022-04-10 12:52:50 main:574] : INFO : Epoch 1620 | loss: 0.0312019 | val_loss: 0.0312048 | Time: 1928.58 ms [2022-04-10 12:52:52 main:574] : INFO : Epoch 1621 | loss: 0.0312017 | val_loss: 0.031204 | Time: 1935.05 ms [2022-04-10 12:52:54 main:574] : INFO : Epoch 1622 | loss: 0.0312022 | val_loss: 0.031205 | Time: 1963.49 ms [2022-04-10 12:52:56 main:574] : INFO : Epoch 1623 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 1970.54 ms [2022-04-10 12:52:58 main:574] : INFO : Epoch 1624 | loss: 0.0312022 | val_loss: 0.031205 | Time: 1964.28 ms [2022-04-10 12:53:00 main:574] : INFO : Epoch 1625 | loss: 0.0312016 | val_loss: 0.0312058 | Time: 1972.46 ms [2022-04-10 12:53:02 main:574] : INFO : Epoch 1626 | loss: 0.031202 | val_loss: 0.0312036 | Time: 1932.84 ms [2022-04-10 12:53:04 main:574] : INFO : Epoch 1627 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 1961.49 ms [2022-04-10 12:53:06 main:574] : INFO : Epoch 1628 | loss: 0.0312018 | val_loss: 0.0312043 | Time: 1935.42 ms [2022-04-10 12:53:08 main:574] : INFO : Epoch 1629 | loss: 0.0312023 | val_loss: 0.0312043 | Time: 1924.94 ms [2022-04-10 12:53:10 main:574] : INFO : Epoch 1630 | loss: 0.0312041 | val_loss: 0.0312066 | Time: 1935.54 ms [2022-04-10 12:53:12 main:574] : INFO : Epoch 1631 | loss: 0.031203 | val_loss: 0.0312037 | Time: 1941.38 ms [2022-04-10 12:53:14 main:574] : INFO : Epoch 1632 | loss: 0.031202 | val_loss: 0.0312045 | Time: 1997.69 ms [2022-04-10 12:53:16 main:574] : INFO : Epoch 1633 | loss: 0.0312023 | val_loss: 0.031204 | Time: 1955.6 ms [2022-04-10 12:53:18 main:574] : INFO : Epoch 1634 | loss: 0.0312022 | val_loss: 0.0312051 | Time: 1969.57 ms [2022-04-10 12:53:20 main:574] : INFO : Epoch 1635 | loss: 0.0312025 | val_loss: 0.0312037 | Time: 1949.8 ms [2022-04-10 12:53:22 main:574] : INFO : Epoch 1636 | loss: 0.0312024 | val_loss: 0.0312048 | Time: 1956.99 ms [2022-04-10 12:53:24 main:574] : INFO : Epoch 1637 | loss: 0.0312046 | val_loss: 0.0312052 | Time: 1987.9 ms [2022-04-10 12:53:25 main:574] : INFO : Epoch 1638 | loss: 0.0312044 | val_loss: 0.0312051 | Time: 1949.63 ms [2022-04-10 12:53:27 main:574] : INFO : Epoch 1639 | loss: 0.0312038 | val_loss: 0.031204 | Time: 1968.65 ms [2022-04-10 12:53:29 main:574] : INFO : Epoch 1640 | loss: 0.0312021 | val_loss: 0.0312045 | Time: 1995.52 ms [2022-04-10 12:53:31 main:574] : INFO : Epoch 1641 | loss: 0.0312021 | val_loss: 0.0312044 | Time: 1983.11 ms [2022-04-10 12:53:33 main:574] : INFO : Epoch 1642 | loss: 0.031203 | val_loss: 0.0312059 | Time: 1955.22 ms [2022-04-10 12:53:35 main:574] : INFO : Epoch 1643 | loss: 0.0312027 | val_loss: 0.0312067 | Time: 1964.87 ms [2022-04-10 12:53:37 main:574] : INFO : Epoch 1644 | loss: 0.0312044 | val_loss: 0.0312034 | Time: 1950.31 ms [2022-04-10 12:53:39 main:574] : INFO : Epoch 1645 | loss: 0.0312027 | val_loss: 0.0312045 | Time: 1932.41 ms [2022-04-10 12:53:41 main:574] : INFO : Epoch 1646 | loss: 0.0312027 | val_loss: 0.0312043 | Time: 1949.33 ms [2022-04-10 12:53:43 main:574] : INFO : Epoch 1647 | loss: 0.0312022 | val_loss: 0.0312041 | Time: 1949.47 ms [2022-04-10 12:53:45 main:574] : INFO : Epoch 1648 | loss: 0.0312021 | val_loss: 0.0312042 | Time: 1952.18 ms [2022-04-10 12:53:47 main:574] : INFO : Epoch 1649 | loss: 0.0312018 | val_loss: 0.0312043 | Time: 1925.85 ms [2022-04-10 12:53:49 main:574] : INFO : Epoch 1650 | loss: 0.0312016 | val_loss: 0.0312063 | Time: 1967.31 ms [2022-04-10 12:53:51 main:574] : INFO : Epoch 1651 | loss: 0.0312036 | val_loss: 0.0312052 | Time: 1977.98 ms [2022-04-10 12:53:53 main:574] : INFO : Epoch 1652 | loss: 0.0312029 | val_loss: 0.0312047 | Time: 1951.61 ms [2022-04-10 12:53:55 main:574] : INFO : Epoch 1653 | loss: 0.0312029 | val_loss: 0.0312052 | Time: 1950.25 ms [2022-04-10 12:53:57 main:574] : INFO : Epoch 1654 | loss: 0.0312042 | val_loss: 0.0312115 | Time: 1950.02 ms [2022-04-10 12:53:59 main:574] : INFO : Epoch 1655 | loss: 0.0312081 | val_loss: 0.0312067 | Time: 1933.67 ms [2022-04-10 12:54:01 main:574] : INFO : Epoch 1656 | loss: 0.0312047 | val_loss: 0.0312042 | Time: 1961.05 ms [2022-04-10 12:54:03 main:574] : INFO : Epoch 1657 | loss: 0.0312047 | val_loss: 0.0312066 | Time: 1932.81 ms [2022-04-10 12:54:05 main:574] : INFO : Epoch 1658 | loss: 0.0312024 | val_loss: 0.0312043 | Time: 1932.13 ms [2022-04-10 12:54:07 main:574] : INFO : Epoch 1659 | loss: 0.031203 | val_loss: 0.0312069 | Time: 1929.47 ms [2022-04-10 12:54:09 main:574] : INFO : Epoch 1660 | loss: 0.031203 | val_loss: 0.0312037 | Time: 1940.87 ms [2022-04-10 12:54:10 main:574] : INFO : Epoch 1661 | loss: 0.0312019 | val_loss: 0.0312039 | Time: 1954.08 ms [2022-04-10 12:54:12 main:574] : INFO : Epoch 1662 | loss: 0.0312021 | val_loss: 0.0312038 | Time: 1941.39 ms [2022-04-10 12:54:14 main:574] : INFO : Epoch 1663 | loss: 0.0312025 | val_loss: 0.0312039 | Time: 1955.74 ms [2022-04-10 12:54:16 main:574] : INFO : Epoch 1664 | loss: 0.0312022 | val_loss: 0.0312047 | Time: 1956.98 ms [2022-04-10 12:54:18 main:574] : INFO : Epoch 1665 | loss: 0.031202 | val_loss: 0.0312038 | Time: 1937.5 ms [2022-04-10 12:54:20 main:574] : INFO : Epoch 1666 | loss: 0.0312018 | val_loss: 0.0312036 | Time: 1965.24 ms [2022-04-10 12:54:22 main:574] : INFO : Epoch 1667 | loss: 0.0312028 | val_loss: 0.0312044 | Time: 1937.01 ms [2022-04-10 12:54:24 main:574] : INFO : Epoch 1668 | loss: 0.0312037 | val_loss: 0.0312059 | Time: 1933.46 ms [2022-04-10 12:54:26 main:574] : INFO : Epoch 1669 | loss: 0.0312029 | val_loss: 0.0312062 | Time: 1930.93 ms [2022-04-10 12:54:28 main:574] : INFO : Epoch 1670 | loss: 0.0312019 | val_loss: 0.0312045 | Time: 1944.18 ms [2022-04-10 12:54:30 main:574] : INFO : Epoch 1671 | loss: 0.0312035 | val_loss: 0.0312041 | Time: 1968.91 ms [2022-04-10 12:54:32 main:574] : INFO : Epoch 1672 | loss: 0.0312022 | val_loss: 0.0312037 | Time: 1953.02 ms [2022-04-10 12:54:34 main:574] : INFO : Epoch 1673 | loss: 0.031202 | val_loss: 0.0312038 | Time: 1934.2 ms [2022-04-10 12:54:36 main:574] : INFO : Epoch 1674 | loss: 0.0312022 | val_loss: 0.031204 | Time: 1951.71 ms [2022-04-10 12:54:38 main:574] : INFO : Epoch 1675 | loss: 0.0312022 | val_loss: 0.0312042 | Time: 1951.96 ms [2022-04-10 12:54:40 main:574] : INFO : Epoch 1676 | loss: 0.031202 | val_loss: 0.0312038 | Time: 1940.25 ms [2022-04-10 12:54:42 main:574] : INFO : Epoch 1677 | loss: 0.0312018 | val_loss: 0.0312043 | Time: 1961.7 ms [2022-04-10 12:54:44 main:574] : INFO : Epoch 1678 | loss: 0.0312024 | val_loss: 0.0312038 | Time: 1945.11 ms [2022-04-10 12:54:46 main:574] : INFO : Epoch 1679 | loss: 0.0312016 | val_loss: 0.0312044 | Time: 1936.6 ms [2022-04-10 12:54:48 main:574] : INFO : Epoch 1680 | loss: 0.0312036 | val_loss: 0.0312049 | Time: 1922.46 ms [2022-04-10 12:54:49 main:574] : INFO : Epoch 1681 | loss: 0.0312037 | val_loss: 0.0312069 | Time: 1938.03 ms [2022-04-10 12:54:51 main:574] : INFO : Epoch 1682 | loss: 0.0312034 | val_loss: 0.0312041 | Time: 1948.69 ms [2022-04-10 12:54:53 main:574] : INFO : Epoch 1683 | loss: 0.0312018 | val_loss: 0.031204 | Time: 1951.86 ms [2022-04-10 12:54:55 main:574] : INFO : Epoch 1684 | loss: 0.0312023 | val_loss: 0.0312043 | Time: 1934.8 ms [2022-04-10 12:54:57 main:574] : INFO : Epoch 1685 | loss: 0.0312025 | val_loss: 0.0312043 | Time: 1936.48 ms [2022-04-10 12:54:59 main:574] : INFO : Epoch 1686 | loss: 0.0312029 | val_loss: 0.0312044 | Time: 1964.35 ms [2022-04-10 12:55:01 main:574] : INFO : Epoch 1687 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 1980.71 ms [2022-04-10 12:55:03 main:574] : INFO : Epoch 1688 | loss: 0.0312021 | val_loss: 0.0312043 | Time: 1940.15 ms [2022-04-10 12:55:05 main:574] : INFO : Epoch 1689 | loss: 0.0312029 | val_loss: 0.0312039 | Time: 1928.5 ms [2022-04-10 12:55:07 main:574] : INFO : Epoch 1690 | loss: 0.0312024 | val_loss: 0.0312054 | Time: 1965.7 ms [2022-04-10 12:55:09 main:574] : INFO : Epoch 1691 | loss: 0.0312022 | val_loss: 0.0312066 | Time: 1970.38 ms [2022-04-10 12:55:11 main:574] : INFO : Epoch 1692 | loss: 0.0312031 | val_loss: 0.0312059 | Time: 1963.36 ms [2022-04-10 12:55:13 main:574] : INFO : Epoch 1693 | loss: 0.0312022 | val_loss: 0.0312061 | Time: 1943.81 ms [2022-04-10 12:55:15 main:574] : INFO : Epoch 1694 | loss: 0.031203 | val_loss: 0.0312043 | Time: 1933.41 ms [2022-04-10 12:55:17 main:574] : INFO : Epoch 1695 | loss: 0.0312025 | val_loss: 0.0312046 | Time: 1991.94 ms [2022-04-10 12:55:19 main:574] : INFO : Epoch 1696 | loss: 0.0312017 | val_loss: 0.0312047 | Time: 1996.12 ms [2022-04-10 12:55:21 main:574] : INFO : Epoch 1697 | loss: 0.0312019 | val_loss: 0.0312038 | Time: 1999.35 ms [2022-04-10 12:55:23 main:574] : INFO : Epoch 1698 | loss: 0.0312021 | val_loss: 0.0312039 | Time: 2034.09 ms [2022-04-10 12:55:25 main:574] : INFO : Epoch 1699 | loss: 0.0312025 | val_loss: 0.0312095 | Time: 1952.53 ms [2022-04-10 12:55:27 main:574] : INFO : Epoch 1700 | loss: 0.0312033 | val_loss: 0.0312061 | Time: 1968.08 ms [2022-04-10 12:55:29 main:574] : INFO : Epoch 1701 | loss: 0.0312024 | val_loss: 0.0312036 | Time: 1972.77 ms [2022-04-10 12:55:31 main:574] : INFO : Epoch 1702 | loss: 0.0312017 | val_loss: 0.031204 | Time: 2002.78 ms [2022-04-10 12:55:33 main:574] : INFO : Epoch 1703 | loss: 0.0312021 | val_loss: 0.0312042 | Time: 1979.8 ms [2022-04-10 12:55:35 main:574] : INFO : Epoch 1704 | loss: 0.031202 | val_loss: 0.0312035 | Time: 1960.25 ms [2022-04-10 12:55:37 main:574] : INFO : Epoch 1705 | loss: 0.0312019 | val_loss: 0.0312039 | Time: 1921.36 ms [2022-04-10 12:55:39 main:574] : INFO : Epoch 1706 | loss: 0.0312028 | val_loss: 0.0312044 | Time: 2025.86 ms [2022-04-10 12:55:41 main:574] : INFO : Epoch 1707 | loss: 0.0312029 | val_loss: 0.0312038 | Time: 1954.2 ms [2022-04-10 12:55:43 main:574] : INFO : Epoch 1708 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 1945.59 ms [2022-04-10 12:55:45 main:574] : INFO : Epoch 1709 | loss: 0.0312021 | val_loss: 0.031204 | Time: 1980.09 ms [2022-04-10 12:55:47 main:574] : INFO : Epoch 1710 | loss: 0.0312037 | val_loss: 0.0312046 | Time: 1946.94 ms [2022-04-10 12:55:49 main:574] : INFO : Epoch 1711 | loss: 0.0312038 | val_loss: 0.0312042 | Time: 1958.05 ms [2022-04-10 12:55:51 main:574] : INFO : Epoch 1712 | loss: 0.0312022 | val_loss: 0.0312042 | Time: 1954.24 ms [2022-04-10 12:55:52 main:574] : INFO : Epoch 1713 | loss: 0.0312028 | val_loss: 0.0312038 | Time: 1932.53 ms [2022-04-10 12:55:54 main:574] : INFO : Epoch 1714 | loss: 0.0312025 | val_loss: 0.0312049 | Time: 1929.33 ms [2022-04-10 12:55:56 main:574] : INFO : Epoch 1715 | loss: 0.0312018 | val_loss: 0.031204 | Time: 1941.84 ms [2022-04-10 12:55:58 main:574] : INFO : Epoch 1716 | loss: 0.0312018 | val_loss: 0.0312038 | Time: 1971.75 ms [2022-04-10 12:56:00 main:574] : INFO : Epoch 1717 | loss: 0.0312013 | val_loss: 0.031204 | Time: 1947.86 ms [2022-04-10 12:56:02 main:574] : INFO : Epoch 1718 | loss: 0.0312018 | val_loss: 0.0312035 | Time: 1962.27 ms [2022-04-10 12:56:04 main:574] : INFO : Epoch 1719 | loss: 0.0312021 | val_loss: 0.0312071 | Time: 1970.61 ms [2022-04-10 12:56:06 main:574] : INFO : Epoch 1720 | loss: 0.0312026 | val_loss: 0.031204 | Time: 1951.86 ms [2022-04-10 12:56:08 main:574] : INFO : Epoch 1721 | loss: 0.0312024 | val_loss: 0.0312065 | Time: 1955.92 ms [2022-04-10 12:56:10 main:574] : INFO : Epoch 1722 | loss: 0.0312029 | val_loss: 0.0312042 | Time: 1939.16 ms [2022-04-10 12:56:12 main:574] : INFO : Epoch 1723 | loss: 0.0312034 | val_loss: 0.0312058 | Time: 1952.5 ms [2022-04-10 12:56:14 main:574] : INFO : Epoch 1724 | loss: 0.0312018 | val_loss: 0.0312044 | Time: 1962.43 ms [2022-04-10 12:56:16 main:574] : INFO : Epoch 1725 | loss: 0.0312024 | val_loss: 0.0312049 | Time: 1962.21 ms [2022-04-10 12:56:18 main:574] : INFO : Epoch 1726 | loss: 0.0312021 | val_loss: 0.0312037 | Time: 1946.13 ms [2022-04-10 12:56:20 main:574] : INFO : Epoch 1727 | loss: 0.0312014 | val_loss: 0.0312038 | Time: 1951.15 ms [2022-04-10 12:56:22 main:574] : INFO : Epoch 1728 | loss: 0.0312016 | val_loss: 0.0312054 | Time: 1977.72 ms [2022-04-10 12:56:24 main:574] : INFO : Epoch 1729 | loss: 0.0312048 | val_loss: 0.0312087 | Time: 1951.04 ms [2022-04-10 12:56:26 main:574] : INFO : Epoch 1730 | loss: 0.0312051 | val_loss: 0.0312084 | Time: 1971.51 ms [2022-04-10 12:56:28 main:574] : INFO : Epoch 1731 | loss: 0.0312048 | val_loss: 0.0312041 | Time: 1944 ms [2022-04-10 12:56:30 main:574] : INFO : Epoch 1732 | loss: 0.0312031 | val_loss: 0.0312043 | Time: 1937.57 ms [2022-04-10 12:56:32 main:574] : INFO : Epoch 1733 | loss: 0.0312034 | val_loss: 0.0312065 | Time: 1970.62 ms [2022-04-10 12:56:34 main:574] : INFO : Epoch 1734 | loss: 0.0312045 | val_loss: 0.0312053 | Time: 1955.04 ms [2022-04-10 12:56:36 main:574] : INFO : Epoch 1735 | loss: 0.0312034 | val_loss: 0.0312047 | Time: 1967.59 ms [2022-04-10 12:56:38 main:574] : INFO : Epoch 1736 | loss: 0.031202 | val_loss: 0.0312071 | Time: 1947.4 ms [2022-04-10 12:56:39 main:574] : INFO : Epoch 1737 | loss: 0.0312029 | val_loss: 0.0312052 | Time: 1940.26 ms [2022-04-10 12:56:41 main:574] : INFO : Epoch 1738 | loss: 0.0312027 | val_loss: 0.0312042 | Time: 1912.05 ms [2022-04-10 12:56:43 main:574] : INFO : Epoch 1739 | loss: 0.0312024 | val_loss: 0.0312048 | Time: 1955.01 ms [2022-04-10 12:56:45 main:574] : INFO : Epoch 1740 | loss: 0.0312034 | val_loss: 0.0312086 | Time: 1965.8 ms [2022-04-10 12:56:47 main:574] : INFO : Epoch 1741 | loss: 0.0312024 | val_loss: 0.0312038 | Time: 1932.43 ms [2022-04-10 12:56:49 main:574] : INFO : Epoch 1742 | loss: 0.0312014 | val_loss: 0.0312038 | Time: 1966.68 ms [2022-04-10 12:56:51 main:574] : INFO : Epoch 1743 | loss: 0.0312018 | val_loss: 0.0312035 | Time: 1942.69 ms [2022-04-10 12:56:53 main:574] : INFO : Epoch 1744 | loss: 0.0312016 | val_loss: 0.031205 | Time: 1910.14 ms [2022-04-10 12:56:55 main:574] : INFO : Epoch 1745 | loss: 0.0312018 | val_loss: 0.0312039 | Time: 1948.78 ms [2022-04-10 12:56:57 main:574] : INFO : Epoch 1746 | loss: 0.0312017 | val_loss: 0.0312046 | Time: 1962.69 ms [2022-04-10 12:56:59 main:574] : INFO : Epoch 1747 | loss: 0.0312031 | val_loss: 0.0312035 | Time: 1927.41 ms [2022-04-10 12:57:01 main:574] : INFO : Epoch 1748 | loss: 0.0312023 | val_loss: 0.031205 | Time: 1945.37 ms [2022-04-10 12:57:03 main:574] : INFO : Epoch 1749 | loss: 0.0312026 | val_loss: 0.0312072 | Time: 1931.12 ms [2022-04-10 12:57:05 main:574] : INFO : Epoch 1750 | loss: 0.0312031 | val_loss: 0.0312043 | Time: 1947.95 ms [2022-04-10 12:57:07 main:574] : INFO : Epoch 1751 | loss: 0.0312022 | val_loss: 0.0312053 | Time: 1955.83 ms [2022-04-10 12:57:09 main:574] : INFO : Epoch 1752 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 1939.2 ms [2022-04-10 12:57:11 main:574] : INFO : Epoch 1753 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 1941.61 ms [2022-04-10 12:57:13 main:574] : INFO : Epoch 1754 | loss: 0.0312021 | val_loss: 0.0312048 | Time: 1939.68 ms [2022-04-10 12:57:14 main:574] : INFO : Epoch 1755 | loss: 0.0312025 | val_loss: 0.0312042 | Time: 1916.84 ms [2022-04-10 12:57:16 main:574] : INFO : Epoch 1756 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 1969.94 ms [2022-04-10 12:57:18 main:574] : INFO : Epoch 1757 | loss: 0.0312019 | val_loss: 0.0312037 | Time: 1938.25 ms [2022-04-10 12:57:20 main:574] : INFO : Epoch 1758 | loss: 0.0312033 | val_loss: 0.0312084 | Time: 1964.45 ms [2022-04-10 12:57:22 main:574] : INFO : Epoch 1759 | loss: 0.0312025 | val_loss: 0.0312044 | Time: 1953.86 ms [2022-04-10 12:57:24 main:574] : INFO : Epoch 1760 | loss: 0.0312019 | val_loss: 0.0312064 | Time: 1939.86 ms [2022-04-10 12:57:26 main:574] : INFO : Epoch 1761 | loss: 0.0312031 | val_loss: 0.0312043 | Time: 1944.41 ms [2022-04-10 12:57:28 main:574] : INFO : Epoch 1762 | loss: 0.0312025 | val_loss: 0.0312059 | Time: 1964.51 ms [2022-04-10 12:57:30 main:574] : INFO : Epoch 1763 | loss: 0.0312018 | val_loss: 0.0312038 | Time: 1938.98 ms [2022-04-10 12:57:32 main:574] : INFO : Epoch 1764 | loss: 0.0312021 | val_loss: 0.0312045 | Time: 1921.26 ms [2022-04-10 12:57:34 main:574] : INFO : Epoch 1765 | loss: 0.0312024 | val_loss: 0.0312045 | Time: 1951.95 ms [2022-04-10 12:57:36 main:574] : INFO : Epoch 1766 | loss: 0.0312026 | val_loss: 0.0312038 | Time: 1947.59 ms [2022-04-10 12:57:38 main:574] : INFO : Epoch 1767 | loss: 0.031202 | val_loss: 0.0312037 | Time: 1937.22 ms [2022-04-10 12:57:40 main:574] : INFO : Epoch 1768 | loss: 0.031202 | val_loss: 0.0312037 | Time: 1957.33 ms [2022-04-10 12:57:42 main:574] : INFO : Epoch 1769 | loss: 0.0312019 | val_loss: 0.0312035 | Time: 1956.24 ms [2022-04-10 12:57:44 main:574] : INFO : Epoch 1770 | loss: 0.0312014 | val_loss: 0.0312043 | Time: 1953.28 ms [2022-04-10 12:57:46 main:574] : INFO : Epoch 1771 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 1958.57 ms [2022-04-10 12:57:48 main:574] : INFO : Epoch 1772 | loss: 0.0312018 | val_loss: 0.0312042 | Time: 1950.08 ms [2022-04-10 12:57:50 main:574] : INFO : Epoch 1773 | loss: 0.0312017 | val_loss: 0.031207 | Time: 1947.29 ms [2022-04-10 12:57:52 main:574] : INFO : Epoch 1774 | loss: 0.0312031 | val_loss: 0.0312037 | Time: 1962.24 ms [2022-04-10 12:57:54 main:574] : INFO : Epoch 1775 | loss: 0.0312016 | val_loss: 0.0312037 | Time: 1956.84 ms [2022-04-10 12:57:56 main:574] : INFO : Epoch 1776 | loss: 0.0312025 | val_loss: 0.0312042 | Time: 1982.44 ms [2022-04-10 12:57:58 main:574] : INFO : Epoch 1777 | loss: 0.031203 | val_loss: 0.0312037 | Time: 1953.17 ms [2022-04-10 12:57:59 main:574] : INFO : Epoch 1778 | loss: 0.0312022 | val_loss: 0.0312042 | Time: 1940.2 ms [2022-04-10 12:58:01 main:574] : INFO : Epoch 1779 | loss: 0.0312019 | val_loss: 0.0312043 | Time: 2001.2 ms [2022-04-10 12:58:03 main:574] : INFO : Epoch 1780 | loss: 0.0312024 | val_loss: 0.0312044 | Time: 1949.93 ms [2022-04-10 12:58:05 main:574] : INFO : Epoch 1781 | loss: 0.0312023 | val_loss: 0.0312036 | Time: 1955.85 ms [2022-04-10 12:58:07 main:574] : INFO : Epoch 1782 | loss: 0.0312017 | val_loss: 0.031206 | Time: 1931.24 ms [2022-04-10 12:58:09 main:574] : INFO : Epoch 1783 | loss: 0.031202 | val_loss: 0.0312038 | Time: 1948.38 ms [2022-04-10 12:58:11 main:574] : INFO : Epoch 1784 | loss: 0.0312021 | val_loss: 0.0312038 | Time: 1933.62 ms [2022-04-10 12:58:13 main:574] : INFO : Epoch 1785 | loss: 0.0312019 | val_loss: 0.0312054 | Time: 1942.22 ms [2022-04-10 12:58:15 main:574] : INFO : Epoch 1786 | loss: 0.0312023 | val_loss: 0.0312034 | Time: 1970.88 ms [2022-04-10 12:58:17 main:574] : INFO : Epoch 1787 | loss: 0.0312024 | val_loss: 0.0312037 | Time: 1939.77 ms [2022-04-10 12:58:19 main:574] : INFO : Epoch 1788 | loss: 0.0312018 | val_loss: 0.0312034 | Time: 1947.55 ms [2022-04-10 12:58:21 main:574] : INFO : Epoch 1789 | loss: 0.0312017 | val_loss: 0.0312041 | Time: 1961.68 ms [2022-04-10 12:58:23 main:574] : INFO : Epoch 1790 | loss: 0.0312023 | val_loss: 0.0312036 | Time: 1951.05 ms [2022-04-10 12:58:25 main:574] : INFO : Epoch 1791 | loss: 0.0312012 | val_loss: 0.0312036 | Time: 1951.09 ms [2022-04-10 12:58:27 main:574] : INFO : Epoch 1792 | loss: 0.0312015 | val_loss: 0.0312041 | Time: 1986.75 ms [2022-04-10 12:58:29 main:574] : INFO : Epoch 1793 | loss: 0.0312022 | val_loss: 0.0312036 | Time: 1951.8 ms [2022-04-10 12:58:31 main:574] : INFO : Epoch 1794 | loss: 0.0312019 | val_loss: 0.0312041 | Time: 1955.28 ms [2022-04-10 12:58:33 main:574] : INFO : Epoch 1795 | loss: 0.0312028 | val_loss: 0.0312039 | Time: 1956.24 ms [2022-04-10 12:58:35 main:574] : INFO : Epoch 1796 | loss: 0.0312046 | val_loss: 0.0312039 | Time: 1952.63 ms [2022-04-10 12:58:37 main:574] : INFO : Epoch 1797 | loss: 0.0312025 | val_loss: 0.0312048 | Time: 1958.25 ms [2022-04-10 12:58:39 main:574] : INFO : Epoch 1798 | loss: 0.0312026 | val_loss: 0.0312045 | Time: 1937.91 ms [2022-04-10 12:58:41 main:574] : INFO : Epoch 1799 | loss: 0.0312024 | val_loss: 0.0312039 | Time: 1992.61 ms [2022-04-10 12:58:43 main:574] : INFO : Epoch 1800 | loss: 0.0312037 | val_loss: 0.0312044 | Time: 1957.67 ms [2022-04-10 12:58:45 main:574] : INFO : Epoch 1801 | loss: 0.0312018 | val_loss: 0.0312043 | Time: 1944.11 ms [2022-04-10 12:58:47 main:574] : INFO : Epoch 1802 | loss: 0.0312022 | val_loss: 0.0312051 | Time: 1963.8 ms [2022-04-10 12:58:48 main:574] : INFO : Epoch 1803 | loss: 0.0312018 | val_loss: 0.0312037 | Time: 1966.91 ms [2022-04-10 12:58:50 main:574] : INFO : Epoch 1804 | loss: 0.0312029 | val_loss: 0.0312038 | Time: 1961.33 ms [2022-04-10 12:58:52 main:574] : INFO : Epoch 1805 | loss: 0.0312026 | val_loss: 0.0312058 | Time: 1968.75 ms [2022-04-10 12:58:54 main:574] : INFO : Epoch 1806 | loss: 0.0312019 | val_loss: 0.0312044 | Time: 1939.22 ms [2022-04-10 12:58:56 main:574] : INFO : Epoch 1807 | loss: 0.0312019 | val_loss: 0.0312038 | Time: 1975.51 ms [2022-04-10 12:58:58 main:574] : INFO : Epoch 1808 | loss: 0.031204 | val_loss: 0.0312035 | Time: 1949.68 ms [2022-04-10 12:59:00 main:574] : INFO : Epoch 1809 | loss: 0.0312043 | val_loss: 0.031214 | Time: 1987.17 ms [2022-04-10 12:59:02 main:574] : INFO : Epoch 1810 | loss: 0.0341939 | val_loss: 0.0323312 | Time: 2020.26 ms [2022-04-10 12:59:04 main:574] : INFO : Epoch 1811 | loss: 0.0380754 | val_loss: 0.0321068 | Time: 2017 ms [2022-04-10 12:59:06 main:574] : INFO : Epoch 1812 | loss: 0.0318162 | val_loss: 0.0313814 | Time: 1939.96 ms [2022-04-10 12:59:08 main:574] : INFO : Epoch 1813 | loss: 0.0313046 | val_loss: 0.0312568 | Time: 1954.45 ms [2022-04-10 12:59:10 main:574] : INFO : Epoch 1814 | loss: 0.0312219 | val_loss: 0.0312132 | Time: 1957.37 ms [2022-04-10 12:59:12 main:574] : INFO : Epoch 1815 | loss: 0.0312072 | val_loss: 0.0312069 | Time: 1972.98 ms [2022-04-10 12:59:14 main:574] : INFO : Epoch 1816 | loss: 0.0312034 | val_loss: 0.031205 | Time: 1993.8 ms [2022-04-10 12:59:16 main:574] : INFO : Epoch 1817 | loss: 0.0312028 | val_loss: 0.0312044 | Time: 1936.03 ms [2022-04-10 12:59:18 main:574] : INFO : Epoch 1818 | loss: 0.0312026 | val_loss: 0.0312043 | Time: 1942.08 ms [2022-04-10 12:59:20 main:574] : INFO : Epoch 1819 | loss: 0.0312022 | val_loss: 0.0312045 | Time: 1944.22 ms [2022-04-10 12:59:22 main:574] : INFO : Epoch 1820 | loss: 0.0312024 | val_loss: 0.0312044 | Time: 1974.19 ms [2022-04-10 12:59:24 main:574] : INFO : Epoch 1821 | loss: 0.0312026 | val_loss: 0.0312043 | Time: 1952.93 ms [2022-04-10 12:59:26 main:574] : INFO : Epoch 1822 | loss: 0.0312023 | val_loss: 0.0312039 | Time: 1953.6 ms [2022-04-10 12:59:28 main:574] : INFO : Epoch 1823 | loss: 0.0312019 | val_loss: 0.0312041 | Time: 1947.85 ms [2022-04-10 12:59:30 main:574] : INFO : Epoch 1824 | loss: 0.0312026 | val_loss: 0.0312037 | Time: 1929.16 ms [2022-04-10 12:59:32 main:574] : INFO : Epoch 1825 | loss: 0.0312019 | val_loss: 0.0312039 | Time: 1977.55 ms [2022-04-10 12:59:34 main:574] : INFO : Epoch 1826 | loss: 0.031202 | val_loss: 0.0312049 | Time: 1946.74 ms [2022-04-10 12:59:36 main:574] : INFO : Epoch 1827 | loss: 0.0312022 | val_loss: 0.0312052 | Time: 1923.56 ms [2022-04-10 12:59:38 main:574] : INFO : Epoch 1828 | loss: 0.0312024 | val_loss: 0.0312044 | Time: 1940.36 ms [2022-04-10 12:59:40 main:574] : INFO : Epoch 1829 | loss: 0.031202 | val_loss: 0.0312042 | Time: 1935.19 ms [2022-04-10 12:59:42 main:574] : INFO : Epoch 1830 | loss: 0.0312017 | val_loss: 0.031204 | Time: 1955.9 ms [2022-04-10 12:59:43 main:574] : INFO : Epoch 1831 | loss: 0.0312022 | val_loss: 0.0312057 | Time: 1938.12 ms [2022-04-10 12:59:45 main:574] : INFO : Epoch 1832 | loss: 0.0312034 | val_loss: 0.0312043 | Time: 1938.08 ms [2022-04-10 12:59:47 main:574] : INFO : Epoch 1833 | loss: 0.0312016 | val_loss: 0.0312045 | Time: 1958.07 ms [2022-04-10 12:59:49 main:574] : INFO : Epoch 1834 | loss: 0.0312018 | val_loss: 0.0312036 | Time: 1969.28 ms [2022-04-10 12:59:51 main:574] : INFO : Epoch 1835 | loss: 0.0312015 | val_loss: 0.0312036 | Time: 1939.56 ms [2022-04-10 12:59:53 main:574] : INFO : Epoch 1836 | loss: 0.0312016 | val_loss: 0.0312037 | Time: 1988.53 ms [2022-04-10 12:59:55 main:574] : INFO : Epoch 1837 | loss: 0.0312016 | val_loss: 0.0312038 | Time: 1944.98 ms [2022-04-10 12:59:57 main:574] : INFO : Epoch 1838 | loss: 0.0312015 | val_loss: 0.0312039 | Time: 1961.73 ms [2022-04-10 12:59:59 main:574] : INFO : Epoch 1839 | loss: 0.0312018 | val_loss: 0.0312038 | Time: 1936.98 ms [2022-04-10 13:00:01 main:574] : INFO : Epoch 1840 | loss: 0.031202 | val_loss: 0.0312042 | Time: 1987.79 ms [2022-04-10 13:00:03 main:574] : INFO : Epoch 1841 | loss: 0.0312015 | val_loss: 0.031204 | Time: 1974.68 ms [2022-04-10 13:00:05 main:574] : INFO : Epoch 1842 | loss: 0.0312019 | val_loss: 0.0312045 | Time: 1940.86 ms [2022-04-10 13:00:07 main:574] : INFO : Epoch 1843 | loss: 0.0312019 | val_loss: 0.0312039 | Time: 1970.85 ms [2022-04-10 13:00:09 main:574] : INFO : Epoch 1844 | loss: 0.031202 | val_loss: 0.0312038 | Time: 1964.41 ms [2022-04-10 13:00:11 main:574] : INFO : Epoch 1845 | loss: 0.0312016 | val_loss: 0.0312036 | Time: 1948.27 ms [2022-04-10 13:00:13 main:574] : INFO : Epoch 1846 | loss: 0.0312016 | val_loss: 0.0312037 | Time: 1948.41 ms [2022-04-10 13:00:15 main:574] : INFO : Epoch 1847 | loss: 0.0312015 | val_loss: 0.0312037 | Time: 1966.32 ms [2022-04-10 13:00:17 main:574] : INFO : Epoch 1848 | loss: 0.0312021 | val_loss: 0.0312039 | Time: 1984.12 ms [2022-04-10 13:00:19 main:574] : INFO : Epoch 1849 | loss: 0.0312023 | val_loss: 0.031204 | Time: 1943.08 ms [2022-04-10 13:00:21 main:574] : INFO : Epoch 1850 | loss: 0.0312018 | val_loss: 0.0312038 | Time: 1979.01 ms [2022-04-10 13:00:23 main:574] : INFO : Epoch 1851 | loss: 0.0312019 | val_loss: 0.0312046 | Time: 1946.15 ms [2022-04-10 13:00:25 main:574] : INFO : Epoch 1852 | loss: 0.0312016 | val_loss: 0.0312039 | Time: 1939.84 ms [2022-04-10 13:00:27 main:574] : INFO : Epoch 1853 | loss: 0.0312016 | val_loss: 0.0312037 | Time: 1920.31 ms [2022-04-10 13:00:29 main:574] : INFO : Epoch 1854 | loss: 0.0312018 | val_loss: 0.0312039 | Time: 1945.57 ms [2022-04-10 13:00:31 main:574] : INFO : Epoch 1855 | loss: 0.0312015 | val_loss: 0.0312039 | Time: 1972.45 ms [2022-04-10 13:00:32 main:574] : INFO : Epoch 1856 | loss: 0.0312016 | val_loss: 0.031205 | Time: 1930.78 ms [2022-04-10 13:00:34 main:574] : INFO : Epoch 1857 | loss: 0.0312023 | val_loss: 0.0312045 | Time: 1984.58 ms [2022-04-10 13:00:36 main:574] : INFO : Epoch 1858 | loss: 0.0312014 | val_loss: 0.0312036 | Time: 2038.02 ms [2022-04-10 13:00:38 main:574] : INFO : Epoch 1859 | loss: 0.0312021 | val_loss: 0.0312037 | Time: 1989.49 ms [2022-04-10 13:00:40 main:574] : INFO : Epoch 1860 | loss: 0.0312017 | val_loss: 0.0312049 | Time: 1934.29 ms [2022-04-10 13:00:42 main:574] : INFO : Epoch 1861 | loss: 0.0312017 | val_loss: 0.0312035 | Time: 1948.15 ms [2022-04-10 13:00:44 main:574] : INFO : Epoch 1862 | loss: 0.0312014 | val_loss: 0.0312037 | Time: 1951.24 ms [2022-04-10 13:00:46 main:574] : INFO : Epoch 1863 | loss: 0.0312014 | val_loss: 0.0312037 | Time: 1950.82 ms [2022-04-10 13:00:48 main:574] : INFO : Epoch 1864 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 1945.32 ms [2022-04-10 13:00:50 main:574] : INFO : Epoch 1865 | loss: 0.0312019 | val_loss: 0.0312055 | Time: 1951.51 ms [2022-04-10 13:00:52 main:574] : INFO : Epoch 1866 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 2055.03 ms [2022-04-10 13:00:54 main:574] : INFO : Epoch 1867 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 1991.76 ms [2022-04-10 13:00:56 main:574] : INFO : Epoch 1868 | loss: 0.0312015 | val_loss: 0.031204 | Time: 1981.49 ms [2022-04-10 13:00:58 main:574] : INFO : Epoch 1869 | loss: 0.0312015 | val_loss: 0.0312036 | Time: 1992.66 ms [2022-04-10 13:01:00 main:574] : INFO : Epoch 1870 | loss: 0.0312015 | val_loss: 0.0312038 | Time: 2027.18 ms [2022-04-10 13:01:02 main:574] : INFO : Epoch 1871 | loss: 0.0312016 | val_loss: 0.0312045 | Time: 1969.24 ms [2022-04-10 13:01:04 main:574] : INFO : Epoch 1872 | loss: 0.0312017 | val_loss: 0.0312051 | Time: 1959.74 ms [2022-04-10 13:01:06 main:574] : INFO : Epoch 1873 | loss: 0.0312023 | val_loss: 0.0312042 | Time: 1954.3 ms [2022-04-10 13:01:08 main:574] : INFO : Epoch 1874 | loss: 0.0312022 | val_loss: 0.031204 | Time: 1961.23 ms [2022-04-10 13:01:10 main:574] : INFO : Epoch 1875 | loss: 0.0312015 | val_loss: 0.031205 | Time: 1952.64 ms [2022-04-10 13:01:12 main:574] : INFO : Epoch 1876 | loss: 0.031202 | val_loss: 0.0312037 | Time: 1961.64 ms [2022-04-10 13:01:14 main:574] : INFO : Epoch 1877 | loss: 0.0312017 | val_loss: 0.0312041 | Time: 1954 ms [2022-04-10 13:01:16 main:574] : INFO : Epoch 1878 | loss: 0.0312015 | val_loss: 0.0312043 | Time: 1953.23 ms [2022-04-10 13:01:18 main:574] : INFO : Epoch 1879 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 1974.35 ms [2022-04-10 13:01:20 main:574] : INFO : Epoch 1880 | loss: 0.0312016 | val_loss: 0.0312037 | Time: 1956.84 ms [2022-04-10 13:01:22 main:574] : INFO : Epoch 1881 | loss: 0.0312017 | val_loss: 0.0312051 | Time: 1946.98 ms [2022-04-10 13:01:24 main:574] : INFO : Epoch 1882 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 1940.61 ms [2022-04-10 13:01:26 main:574] : INFO : Epoch 1883 | loss: 0.0312018 | val_loss: 0.0312037 | Time: 1978.24 ms [2022-04-10 13:01:28 main:574] : INFO : Epoch 1884 | loss: 0.0312018 | val_loss: 0.0312057 | Time: 1945.53 ms [2022-04-10 13:01:30 main:574] : INFO : Epoch 1885 | loss: 0.0312016 | val_loss: 0.0312038 | Time: 1942.5 ms [2022-04-10 13:01:32 main:574] : INFO : Epoch 1886 | loss: 0.0312018 | val_loss: 0.0312043 | Time: 1966.78 ms [2022-04-10 13:01:34 main:574] : INFO : Epoch 1887 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 1957.77 ms [2022-04-10 13:01:36 main:574] : INFO : Epoch 1888 | loss: 0.0312021 | val_loss: 0.0312045 | Time: 1942.15 ms [2022-04-10 13:01:38 main:574] : INFO : Epoch 1889 | loss: 0.0312014 | val_loss: 0.0312036 | Time: 1944.87 ms [2022-04-10 13:01:39 main:574] : INFO : Epoch 1890 | loss: 0.0312016 | val_loss: 0.0312037 | Time: 1983.03 ms [2022-04-10 13:01:41 main:574] : INFO : Epoch 1891 | loss: 0.0312024 | val_loss: 0.0312036 | Time: 1979.88 ms [2022-04-10 13:01:43 main:574] : INFO : Epoch 1892 | loss: 0.0312017 | val_loss: 0.0312042 | Time: 1955.17 ms [2022-04-10 13:01:45 main:574] : INFO : Epoch 1893 | loss: 0.0312017 | val_loss: 0.0312046 | Time: 1966.91 ms [2022-04-10 13:01:47 main:574] : INFO : Epoch 1894 | loss: 0.0312024 | val_loss: 0.0312038 | Time: 1959.87 ms [2022-04-10 13:01:49 main:574] : INFO : Epoch 1895 | loss: 0.0312025 | val_loss: 0.0312037 | Time: 1944.25 ms [2022-04-10 13:01:51 main:574] : INFO : Epoch 1896 | loss: 0.0312017 | val_loss: 0.0312037 | Time: 1962.8 ms [2022-04-10 13:01:53 main:574] : INFO : Epoch 1897 | loss: 0.031202 | val_loss: 0.0312035 | Time: 1928.73 ms [2022-04-10 13:01:55 main:574] : INFO : Epoch 1898 | loss: 0.0312022 | val_loss: 0.0312045 | Time: 1941.41 ms [2022-04-10 13:01:57 main:574] : INFO : Epoch 1899 | loss: 0.0312022 | val_loss: 0.0312043 | Time: 1978.17 ms [2022-04-10 13:01:59 main:574] : INFO : Epoch 1900 | loss: 0.0312023 | val_loss: 0.0312055 | Time: 1936.29 ms [2022-04-10 13:02:01 main:574] : INFO : Epoch 1901 | loss: 0.0312024 | val_loss: 0.0312037 | Time: 1951.3 ms [2022-04-10 13:02:03 main:574] : INFO : Epoch 1902 | loss: 0.0312017 | val_loss: 0.0312037 | Time: 1958.46 ms [2022-04-10 13:02:05 main:574] : INFO : Epoch 1903 | loss: 0.0312025 | val_loss: 0.0312039 | Time: 1954.88 ms [2022-04-10 13:02:07 main:574] : INFO : Epoch 1904 | loss: 0.0312019 | val_loss: 0.0312037 | Time: 1953.45 ms [2022-04-10 13:02:09 main:574] : INFO : Epoch 1905 | loss: 0.0312017 | val_loss: 0.0312047 | Time: 1924.31 ms [2022-04-10 13:02:11 main:574] : INFO : Epoch 1906 | loss: 0.0312018 | val_loss: 0.0312037 | Time: 1968.08 ms [2022-04-10 13:02:13 main:574] : INFO : Epoch 1907 | loss: 0.0312021 | val_loss: 0.0312043 | Time: 1943.8 ms [2022-04-10 13:02:15 main:574] : INFO : Epoch 1908 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 1973.42 ms [2022-04-10 13:02:17 main:574] : INFO : Epoch 1909 | loss: 0.0312022 | val_loss: 0.0312058 | Time: 1953.44 ms [2022-04-10 13:02:19 main:574] : INFO : Epoch 1910 | loss: 0.0312022 | val_loss: 0.0312036 | Time: 1943.44 ms [2022-04-10 13:02:21 main:574] : INFO : Epoch 1911 | loss: 0.0312018 | val_loss: 0.0312041 | Time: 1935.96 ms [2022-04-10 13:02:23 main:574] : INFO : Epoch 1912 | loss: 0.0312033 | val_loss: 0.0312051 | Time: 1946.27 ms [2022-04-10 13:02:24 main:574] : INFO : Epoch 1913 | loss: 0.0312029 | val_loss: 0.031204 | Time: 1949.65 ms [2022-04-10 13:02:26 main:574] : INFO : Epoch 1914 | loss: 0.0312027 | val_loss: 0.0312048 | Time: 1952.76 ms [2022-04-10 13:02:28 main:574] : INFO : Epoch 1915 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 1944.19 ms [2022-04-10 13:02:30 main:574] : INFO : Epoch 1916 | loss: 0.031202 | val_loss: 0.0312039 | Time: 1932.28 ms [2022-04-10 13:02:32 main:574] : INFO : Epoch 1917 | loss: 0.0312029 | val_loss: 0.0312048 | Time: 1952.84 ms [2022-04-10 13:02:34 main:574] : INFO : Epoch 1918 | loss: 0.0312018 | val_loss: 0.0312045 | Time: 1964.96 ms [2022-04-10 13:02:36 main:574] : INFO : Epoch 1919 | loss: 0.031202 | val_loss: 0.0312038 | Time: 1944.07 ms [2022-04-10 13:02:38 main:574] : INFO : Epoch 1920 | loss: 0.0312018 | val_loss: 0.0312047 | Time: 1975.92 ms [2022-04-10 13:02:40 main:574] : INFO : Epoch 1921 | loss: 0.0312018 | val_loss: 0.0312051 | Time: 1966.31 ms [2022-04-10 13:02:42 main:574] : INFO : Epoch 1922 | loss: 0.0312022 | val_loss: 0.0312045 | Time: 1941.39 ms [2022-04-10 13:02:44 main:574] : INFO : Epoch 1923 | loss: 0.0312021 | val_loss: 0.0312042 | Time: 1970.69 ms [2022-04-10 13:02:46 main:574] : INFO : Epoch 1924 | loss: 0.0312019 | val_loss: 0.0312053 | Time: 1960.36 ms [2022-04-10 13:02:48 main:574] : INFO : Epoch 1925 | loss: 0.0312023 | val_loss: 0.0312041 | Time: 1957.4 ms [2022-04-10 13:02:50 main:574] : INFO : Epoch 1926 | loss: 0.031202 | val_loss: 0.0312038 | Time: 1956.98 ms [2022-04-10 13:02:52 main:574] : INFO : Epoch 1927 | loss: 0.0312017 | val_loss: 0.0312055 | Time: 1975.43 ms [2022-04-10 13:02:54 main:574] : INFO : Epoch 1928 | loss: 0.0312022 | val_loss: 0.0312048 | Time: 1936 ms [2022-04-10 13:02:56 main:574] : INFO : Epoch 1929 | loss: 0.0312029 | val_loss: 0.0312068 | Time: 1917.62 ms [2022-04-10 13:02:58 main:574] : INFO : Epoch 1930 | loss: 0.0312021 | val_loss: 0.0312036 | Time: 1964.77 ms [2022-04-10 13:03:00 main:574] : INFO : Epoch 1931 | loss: 0.0312018 | val_loss: 0.031204 | Time: 2006.7 ms [2022-04-10 13:03:02 main:574] : INFO : Epoch 1932 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 1929.42 ms [2022-04-10 13:03:04 main:574] : INFO : Epoch 1933 | loss: 0.0312015 | val_loss: 0.0312048 | Time: 1919.72 ms [2022-04-10 13:03:06 main:574] : INFO : Epoch 1934 | loss: 0.0312014 | val_loss: 0.0312045 | Time: 1949.68 ms [2022-04-10 13:03:08 main:574] : INFO : Epoch 1935 | loss: 0.0312021 | val_loss: 0.0312045 | Time: 1940.64 ms [2022-04-10 13:03:10 main:574] : INFO : Epoch 1936 | loss: 0.0312022 | val_loss: 0.0312041 | Time: 1948.9 ms [2022-04-10 13:03:11 main:574] : INFO : Epoch 1937 | loss: 0.0312017 | val_loss: 0.0312039 | Time: 1945.31 ms [2022-04-10 13:03:13 main:574] : INFO : Epoch 1938 | loss: 0.0312025 | val_loss: 0.0312045 | Time: 1959.85 ms [2022-04-10 13:03:15 main:574] : INFO : Epoch 1939 | loss: 0.0312031 | val_loss: 0.031207 | Time: 1932.25 ms [2022-04-10 13:03:17 main:574] : INFO : Epoch 1940 | loss: 0.0312038 | val_loss: 0.0312042 | Time: 1962.75 ms [2022-04-10 13:03:19 main:574] : INFO : Epoch 1941 | loss: 0.0312023 | val_loss: 0.0312036 | Time: 1946.39 ms [2022-04-10 13:03:21 main:574] : INFO : Epoch 1942 | loss: 0.0312031 | val_loss: 0.0312076 | Time: 1966.75 ms [2022-04-10 13:03:23 main:574] : INFO : Epoch 1943 | loss: 0.031203 | val_loss: 0.0312034 | Time: 1943.31 ms [2022-04-10 13:03:25 main:574] : INFO : Epoch 1944 | loss: 0.0312022 | val_loss: 0.0312035 | Time: 1918.57 ms [2022-04-10 13:03:27 main:574] : INFO : Epoch 1945 | loss: 0.0312016 | val_loss: 0.031204 | Time: 1929.04 ms [2022-04-10 13:03:29 main:574] : INFO : Epoch 1946 | loss: 0.0312015 | val_loss: 0.0312038 | Time: 1942.49 ms [2022-04-10 13:03:31 main:574] : INFO : Epoch 1947 | loss: 0.0312018 | val_loss: 0.0312041 | Time: 1960.67 ms [2022-04-10 13:03:33 main:574] : INFO : Epoch 1948 | loss: 0.0312017 | val_loss: 0.0312037 | Time: 1948.6 ms [2022-04-10 13:03:35 main:574] : INFO : Epoch 1949 | loss: 0.0312022 | val_loss: 0.0312042 | Time: 1955.41 ms [2022-04-10 13:03:37 main:574] : INFO : Epoch 1950 | loss: 0.0312029 | val_loss: 0.0312046 | Time: 1980.85 ms [2022-04-10 13:03:39 main:574] : INFO : Epoch 1951 | loss: 0.0312023 | val_loss: 0.0312036 | Time: 1980.41 ms [2022-04-10 13:03:41 main:574] : INFO : Epoch 1952 | loss: 0.031202 | val_loss: 0.0312071 | Time: 1975.84 ms [2022-04-10 13:03:43 main:574] : INFO : Epoch 1953 | loss: 0.0312024 | val_loss: 0.0312065 | Time: 1997.69 ms [2022-04-10 13:03:45 main:574] : INFO : Epoch 1954 | loss: 0.0312029 | val_loss: 0.031204 | Time: 1963.23 ms [2022-04-10 13:03:47 main:574] : INFO : Epoch 1955 | loss: 0.0312029 | val_loss: 0.0312068 | Time: 1968.84 ms [2022-04-10 13:03:49 main:574] : INFO : Epoch 1956 | loss: 0.0312028 | val_loss: 0.0312049 | Time: 1944.87 ms [2022-04-10 13:03:51 main:574] : INFO : Epoch 1957 | loss: 0.0312028 | val_loss: 0.0312057 | Time: 1951.63 ms [2022-04-10 13:03:53 main:574] : INFO : Epoch 1958 | loss: 0.0312021 | val_loss: 0.031205 | Time: 1950.65 ms [2022-04-10 13:03:55 main:574] : INFO : Epoch 1959 | loss: 0.0312028 | val_loss: 0.0312042 | Time: 1949.69 ms [2022-04-10 13:03:57 main:574] : INFO : Epoch 1960 | loss: 0.0312016 | val_loss: 0.0312047 | Time: 1948.32 ms [2022-04-10 13:03:58 main:574] : INFO : Epoch 1961 | loss: 0.0312022 | val_loss: 0.0312038 | Time: 1946.4 ms [2022-04-10 13:04:00 main:574] : INFO : Epoch 1962 | loss: 0.0312019 | val_loss: 0.0312035 | Time: 1991.42 ms [2022-04-10 13:04:02 main:574] : INFO : Epoch 1963 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 1954.16 ms [2022-04-10 13:04:04 main:574] : INFO : Epoch 1964 | loss: 0.0312016 | val_loss: 0.0312042 | Time: 1955.56 ms [2022-04-10 13:04:06 main:574] : INFO : Epoch 1965 | loss: 0.0312016 | val_loss: 0.0312064 | Time: 1947.88 ms [2022-04-10 13:04:08 main:574] : INFO : Epoch 1966 | loss: 0.0312038 | val_loss: 0.0312038 | Time: 1958.79 ms [2022-04-10 13:04:10 main:574] : INFO : Epoch 1967 | loss: 0.0312035 | val_loss: 0.0312086 | Time: 1953.3 ms [2022-04-10 13:04:12 main:574] : INFO : Epoch 1968 | loss: 0.0312022 | val_loss: 0.0312047 | Time: 1932.74 ms [2022-04-10 13:04:14 main:574] : INFO : Epoch 1969 | loss: 0.0312024 | val_loss: 0.031205 | Time: 1985.78 ms [2022-04-10 13:04:16 main:574] : INFO : Epoch 1970 | loss: 0.0312021 | val_loss: 0.0312053 | Time: 1950.86 ms [2022-04-10 13:04:18 main:574] : INFO : Epoch 1971 | loss: 0.0312026 | val_loss: 0.0312058 | Time: 1955.16 ms [2022-04-10 13:04:20 main:574] : INFO : Epoch 1972 | loss: 0.0312022 | val_loss: 0.031204 | Time: 1974.82 ms [2022-04-10 13:04:22 main:574] : INFO : Epoch 1973 | loss: 0.0312018 | val_loss: 0.0312036 | Time: 1972.64 ms [2022-04-10 13:04:24 main:574] : INFO : Epoch 1974 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 1935.01 ms [2022-04-10 13:04:26 main:574] : INFO : Epoch 1975 | loss: 0.0312016 | val_loss: 0.0312071 | Time: 1986.6 ms [2022-04-10 13:04:28 main:574] : INFO : Epoch 1976 | loss: 0.0312032 | val_loss: 0.0312047 | Time: 1958.14 ms [2022-04-10 13:04:30 main:574] : INFO : Epoch 1977 | loss: 0.031202 | val_loss: 0.0312039 | Time: 1928.78 ms [2022-04-10 13:04:32 main:574] : INFO : Epoch 1978 | loss: 0.0312018 | val_loss: 0.0312045 | Time: 1949.69 ms [2022-04-10 13:04:34 main:574] : INFO : Epoch 1979 | loss: 0.0312025 | val_loss: 0.0312038 | Time: 1973.18 ms [2022-04-10 13:04:36 main:574] : INFO : Epoch 1980 | loss: 0.0312014 | val_loss: 0.0312041 | Time: 1969.19 ms [2022-04-10 13:04:38 main:574] : INFO : Epoch 1981 | loss: 0.0312017 | val_loss: 0.0312042 | Time: 1964.95 ms [2022-04-10 13:04:40 main:574] : INFO : Epoch 1982 | loss: 0.0312022 | val_loss: 0.0312038 | Time: 1976.54 ms [2022-04-10 13:04:42 main:574] : INFO : Epoch 1983 | loss: 0.0312026 | val_loss: 0.0312076 | Time: 1981.26 ms [2022-04-10 13:04:44 main:574] : INFO : Epoch 1984 | loss: 0.0312034 | val_loss: 0.0312071 | Time: 1958.99 ms [2022-04-10 13:04:46 main:574] : INFO : Epoch 1985 | loss: 0.0312063 | val_loss: 0.031207 | Time: 1955.5 ms [2022-04-10 13:04:48 main:574] : INFO : Epoch 1986 | loss: 0.0312033 | val_loss: 0.0312052 | Time: 1942.81 ms [2022-04-10 13:04:50 main:574] : INFO : Epoch 1987 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 1937.03 ms [2022-04-10 13:04:52 main:574] : INFO : Epoch 1988 | loss: 0.0312016 | val_loss: 0.0312039 | Time: 1967.97 ms [2022-04-10 13:04:53 main:574] : INFO : Epoch 1989 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 1969.36 ms [2022-04-10 13:04:55 main:574] : INFO : Epoch 1990 | loss: 0.0312019 | val_loss: 0.0312034 | Time: 1955.9 ms [2022-04-10 13:04:57 main:574] : INFO : Epoch 1991 | loss: 0.0312023 | val_loss: 0.0312035 | Time: 1945.37 ms [2022-04-10 13:04:59 main:574] : INFO : Epoch 1992 | loss: 0.0312016 | val_loss: 0.0312042 | Time: 1934.45 ms [2022-04-10 13:05:01 main:574] : INFO : Epoch 1993 | loss: 0.0312019 | val_loss: 0.0312043 | Time: 1953.79 ms [2022-04-10 13:05:03 main:574] : INFO : Epoch 1994 | loss: 0.0312024 | val_loss: 0.0312036 | Time: 1960.19 ms [2022-04-10 13:05:05 main:574] : INFO : Epoch 1995 | loss: 0.0312015 | val_loss: 0.031205 | Time: 1923.37 ms [2022-04-10 13:05:07 main:574] : INFO : Epoch 1996 | loss: 0.031202 | val_loss: 0.0312035 | Time: 2032.22 ms [2022-04-10 13:05:09 main:574] : INFO : Epoch 1997 | loss: 0.0312014 | val_loss: 0.0312042 | Time: 2008.38 ms [2022-04-10 13:05:11 main:574] : INFO : Epoch 1998 | loss: 0.0312016 | val_loss: 0.0312048 | Time: 1950.65 ms [2022-04-10 13:05:13 main:574] : INFO : Epoch 1999 | loss: 0.0312021 | val_loss: 0.0312035 | Time: 1983.69 ms [2022-04-10 13:05:15 main:574] : INFO : Epoch 2000 | loss: 0.0312027 | val_loss: 0.0312045 | Time: 1975.21 ms [2022-04-10 13:05:17 main:574] : INFO : Epoch 2001 | loss: 0.0312026 | val_loss: 0.0312046 | Time: 1954.74 ms [2022-04-10 13:05:19 main:574] : INFO : Epoch 2002 | loss: 0.0312027 | val_loss: 0.0312037 | Time: 1959.93 ms [2022-04-10 13:05:21 main:574] : INFO : Epoch 2003 | loss: 0.0312024 | val_loss: 0.0312042 | Time: 1985.03 ms [2022-04-10 13:05:23 main:574] : INFO : Epoch 2004 | loss: 0.0312021 | val_loss: 0.0312041 | Time: 1956.06 ms [2022-04-10 13:05:25 main:574] : INFO : Epoch 2005 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 1928.18 ms [2022-04-10 13:05:27 main:574] : INFO : Epoch 2006 | loss: 0.0312017 | val_loss: 0.031204 | Time: 1950.08 ms [2022-04-10 13:05:29 main:574] : INFO : Epoch 2007 | loss: 0.0312023 | val_loss: 0.0312034 | Time: 1970.95 ms [2022-04-10 13:05:31 main:574] : INFO : Epoch 2008 | loss: 0.0312018 | val_loss: 0.031204 | Time: 1960.8 ms [2022-04-10 13:05:33 main:574] : INFO : Epoch 2009 | loss: 0.0312017 | val_loss: 0.0312037 | Time: 1994.02 ms [2022-04-10 13:05:35 main:574] : INFO : Epoch 2010 | loss: 0.0312023 | val_loss: 0.0312057 | Time: 1961.39 ms [2022-04-10 13:05:37 main:574] : INFO : Epoch 2011 | loss: 0.0312032 | val_loss: 0.0312072 | Time: 1956.21 ms [2022-04-10 13:05:39 main:574] : INFO : Epoch 2012 | loss: 0.0312039 | val_loss: 0.0312038 | Time: 1943.98 ms [2022-04-10 13:05:41 main:574] : INFO : Epoch 2013 | loss: 0.0312033 | val_loss: 0.0312044 | Time: 1957.74 ms [2022-04-10 13:05:43 main:574] : INFO : Epoch 2014 | loss: 0.0312029 | val_loss: 0.0312039 | Time: 1952.62 ms [2022-04-10 13:05:45 main:574] : INFO : Epoch 2015 | loss: 0.031202 | val_loss: 0.0312075 | Time: 1965.02 ms [2022-04-10 13:05:47 main:574] : INFO : Epoch 2016 | loss: 0.0312035 | val_loss: 0.0312086 | Time: 1973.6 ms [2022-04-10 13:05:49 main:574] : INFO : Epoch 2017 | loss: 0.0312039 | val_loss: 0.0312089 | Time: 1963.35 ms [2022-04-10 13:05:51 main:574] : INFO : Epoch 2018 | loss: 0.0312051 | val_loss: 0.0312061 | Time: 2016.06 ms [2022-04-10 13:05:53 main:574] : INFO : Epoch 2019 | loss: 0.0312021 | val_loss: 0.031205 | Time: 1954.05 ms [2022-04-10 13:05:55 main:574] : INFO : Epoch 2020 | loss: 0.0312018 | val_loss: 0.0312043 | Time: 1982.87 ms [2022-04-10 13:05:56 main:574] : INFO : Epoch 2021 | loss: 0.0312022 | val_loss: 0.0312051 | Time: 1953.95 ms [2022-04-10 13:05:58 main:574] : INFO : Epoch 2022 | loss: 0.0312029 | val_loss: 0.0312075 | Time: 1953.76 ms [2022-04-10 13:06:00 main:574] : INFO : Epoch 2023 | loss: 0.0312041 | val_loss: 0.0312068 | Time: 1969.47 ms [2022-04-10 13:06:02 main:574] : INFO : Epoch 2024 | loss: 0.0312024 | val_loss: 0.0312044 | Time: 1983.83 ms [2022-04-10 13:06:04 main:574] : INFO : Epoch 2025 | loss: 0.0312025 | val_loss: 0.031205 | Time: 1947.58 ms [2022-04-10 13:06:06 main:574] : INFO : Epoch 2026 | loss: 0.0312027 | val_loss: 0.0312037 | Time: 1916.84 ms [2022-04-10 13:06:08 main:574] : INFO : Epoch 2027 | loss: 0.0312016 | val_loss: 0.0312054 | Time: 1958.84 ms [2022-04-10 13:06:10 main:574] : INFO : Epoch 2028 | loss: 0.0312027 | val_loss: 0.0312039 | Time: 1978.81 ms [2022-04-10 13:06:12 main:574] : INFO : Epoch 2029 | loss: 0.0312034 | val_loss: 0.0312037 | Time: 1956.03 ms [2022-04-10 13:06:14 main:574] : INFO : Epoch 2030 | loss: 0.0312023 | val_loss: 0.0312038 | Time: 1941.9 ms [2022-04-10 13:06:16 main:574] : INFO : Epoch 2031 | loss: 0.0312016 | val_loss: 0.0312038 | Time: 1943.5 ms [2022-04-10 13:06:18 main:574] : INFO : Epoch 2032 | loss: 0.0312022 | val_loss: 0.0312041 | Time: 1934.66 ms [2022-04-10 13:06:20 main:574] : INFO : Epoch 2033 | loss: 0.0312032 | val_loss: 0.0312051 | Time: 1949.59 ms [2022-04-10 13:06:22 main:574] : INFO : Epoch 2034 | loss: 0.031204 | val_loss: 0.031204 | Time: 1940.5 ms [2022-04-10 13:06:24 main:574] : INFO : Epoch 2035 | loss: 0.0312028 | val_loss: 0.0312051 | Time: 1972.99 ms [2022-04-10 13:06:26 main:574] : INFO : Epoch 2036 | loss: 0.0312039 | val_loss: 0.0312049 | Time: 1940.24 ms [2022-04-10 13:06:28 main:574] : INFO : Epoch 2037 | loss: 0.0312036 | val_loss: 0.0312036 | Time: 1960.11 ms [2022-04-10 13:06:30 main:574] : INFO : Epoch 2038 | loss: 0.0312027 | val_loss: 0.0312057 | Time: 1934.25 ms [2022-04-10 13:06:32 main:574] : INFO : Epoch 2039 | loss: 0.0312034 | val_loss: 0.0312057 | Time: 1945.17 ms [2022-04-10 13:06:34 main:574] : INFO : Epoch 2040 | loss: 0.031203 | val_loss: 0.0312077 | Time: 1960.21 ms [2022-04-10 13:06:36 main:574] : INFO : Epoch 2041 | loss: 0.0312025 | val_loss: 0.031204 | Time: 1953.52 ms [2022-04-10 13:06:38 main:574] : INFO : Epoch 2042 | loss: 0.0312016 | val_loss: 0.0312046 | Time: 1958.88 ms [2022-04-10 13:06:40 main:574] : INFO : Epoch 2043 | loss: 0.0312019 | val_loss: 0.0312042 | Time: 1936.52 ms [2022-04-10 13:06:41 main:574] : INFO : Epoch 2044 | loss: 0.0312026 | val_loss: 0.0312098 | Time: 1934.62 ms [2022-04-10 13:06:43 main:574] : INFO : Epoch 2045 | loss: 0.0312048 | val_loss: 0.0312041 | Time: 1975.89 ms [2022-04-10 13:06:45 main:574] : INFO : Epoch 2046 | loss: 0.0312017 | val_loss: 0.031204 | Time: 1948.14 ms [2022-04-10 13:06:47 main:574] : INFO : Epoch 2047 | loss: 0.0312023 | val_loss: 0.0312049 | Time: 1956.97 ms [2022-04-10 13:06:49 main:574] : INFO : Epoch 2048 | loss: 0.0312024 | val_loss: 0.0312041 | Time: 1929.38 ms [2022-04-10 13:06:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312041 [2022-04-10 13:06:49 main:603] : INFO : Saving end state to config to file [2022-04-10 13:06:49 main:608] : INFO : Success, exiting.. 13:06:49 (14212): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)