Task 14537005
| Name | ParityModified-1647047900-15188-3-0_0 |
| Workunit | 11574458 |
| Created | 7 Apr 2022, 9:00:39 UTC |
| Sent | 10 Apr 2022, 9:50:58 UTC |
| Report deadline | 18 Apr 2022, 9:50:58 UTC |
| Received | 10 Apr 2022, 12:38:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 10 min 38 sec |
| CPU time | 1 hours 3 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 53 main:574] : INFO : Epoch 1542 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 1950.61 ms [2022-04-10 13:20:55 main:574] : INFO : Epoch 1543 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1955.92 ms [2022-04-10 13:20:57 main:574] : INFO : Epoch 1544 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 1959.7 ms [2022-04-10 13:20:59 main:574] : INFO : Epoch 1545 | loss: 0.0312524 | val_loss: 0.0312519 | Time: 1956.41 ms [2022-04-10 13:21:01 main:574] : INFO : Epoch 1546 | loss: 0.0312522 | val_loss: 0.0312519 | Time: 1973.81 ms [2022-04-10 13:21:03 main:574] : INFO : Epoch 1547 | loss: 0.0312519 | val_loss: 0.0312509 | Time: 1955.97 ms [2022-04-10 13:21:05 main:574] : INFO : Epoch 1548 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 1958.99 ms [2022-04-10 13:21:07 main:574] : INFO : Epoch 1549 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1960.5 ms [2022-04-10 13:21:09 main:574] : INFO : Epoch 1550 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1957.9 ms [2022-04-10 13:21:11 main:574] : INFO : Epoch 1551 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1959.26 ms [2022-04-10 13:21:13 main:574] : INFO : Epoch 1552 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1954.67 ms [2022-04-10 13:21:15 main:574] : INFO : Epoch 1553 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 1963.86 ms [2022-04-10 13:21:17 main:574] : INFO : Epoch 1554 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1956.54 ms [2022-04-10 13:21:19 main:574] : INFO : Epoch 1555 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1963.53 ms [2022-04-10 13:21:20 main:574] : INFO : Epoch 1556 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1966.85 ms [2022-04-10 13:21:22 main:574] : INFO : Epoch 1557 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1967.55 ms [2022-04-10 13:21:24 main:574] : INFO : Epoch 1558 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1967.5 ms [2022-04-10 13:21:26 main:574] : INFO : Epoch 1559 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1961.76 ms [2022-04-10 13:21:28 main:574] : INFO : Epoch 1560 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1949.54 ms [2022-04-10 13:21:30 main:574] : INFO : Epoch 1561 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1953 ms [2022-04-10 13:21:32 main:574] : INFO : Epoch 1562 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1976.92 ms [2022-04-10 13:21:34 main:574] : INFO : Epoch 1563 | loss: 0.0312511 | val_loss: 0.0312498 | Time: 1945.7 ms [2022-04-10 13:21:36 main:574] : INFO : Epoch 1564 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1950.64 ms [2022-04-10 13:21:38 main:574] : INFO : Epoch 1565 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1956.93 ms [2022-04-10 13:21:40 main:574] : INFO : Epoch 1566 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1956.48 ms [2022-04-10 13:21:42 main:574] : INFO : Epoch 1567 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1950.65 ms [2022-04-10 13:21:44 main:574] : INFO : Epoch 1568 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1964.97 ms [2022-04-10 13:21:46 main:574] : INFO : Epoch 1569 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1961 ms [2022-04-10 13:21:48 main:574] : INFO : Epoch 1570 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1961.51 ms [2022-04-10 13:21:50 main:574] : INFO : Epoch 1571 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1953.59 ms [2022-04-10 13:21:52 main:574] : INFO : Epoch 1572 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1960.06 ms [2022-04-10 13:21:54 main:574] : INFO : Epoch 1573 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 1960.7 ms [2022-04-10 13:21:56 main:574] : INFO : Epoch 1574 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 1964.63 ms [2022-04-10 13:21:58 main:574] : INFO : Epoch 1575 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1960.66 ms [2022-04-10 13:22:00 main:574] : INFO : Epoch 1576 | loss: 0.0312507 | val_loss: 0.031252 | Time: 1966.92 ms [2022-04-10 13:22:02 main:574] : INFO : Epoch 1577 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1960.67 ms [2022-04-10 13:22:04 main:574] : INFO : Epoch 1578 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1951.93 ms [2022-04-10 13:22:06 main:574] : INFO : Epoch 1579 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1956.51 ms [2022-04-10 13:22:08 main:574] : INFO : Epoch 1580 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1967.75 ms [2022-04-10 13:22:10 main:574] : INFO : Epoch 1581 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1948.65 ms [2022-04-10 13:22:12 main:574] : INFO : Epoch 1582 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1960.58 ms [2022-04-10 13:22:14 main:574] : INFO : Epoch 1583 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1969.39 ms [2022-04-10 13:22:16 main:574] : INFO : Epoch 1584 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1965.68 ms [2022-04-10 13:22:17 main:574] : INFO : Epoch 1585 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1953.9 ms [2022-04-10 13:22:19 main:574] : INFO : Epoch 1586 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1944.35 ms [2022-04-10 13:22:21 main:574] : INFO : Epoch 1587 | loss: 0.0312586 | val_loss: 0.0313299 | Time: 1959.37 ms [2022-04-10 13:22:23 main:574] : INFO : Epoch 1588 | loss: 0.0390754 | val_loss: 0.0317195 | Time: 1962.9 ms [2022-04-10 13:22:25 main:574] : INFO : Epoch 1589 | loss: 0.0327696 | val_loss: 0.0321904 | Time: 1956.72 ms [2022-04-10 13:22:27 main:574] : INFO : Epoch 1590 | loss: 0.0315253 | val_loss: 0.0312974 | Time: 1958.37 ms [2022-04-10 13:22:29 main:574] : INFO : Epoch 1591 | loss: 0.0313023 | val_loss: 0.03127 | Time: 1951.83 ms [2022-04-10 13:22:31 main:574] : INFO : Epoch 1592 | loss: 0.0312642 | val_loss: 0.0312563 | Time: 1950.08 ms [2022-04-10 13:22:33 main:574] : INFO : Epoch 1593 | loss: 0.0312547 | val_loss: 0.0312527 | Time: 1945.46 ms [2022-04-10 13:22:35 main:574] : INFO : Epoch 1594 | loss: 0.0312527 | val_loss: 0.0312522 | Time: 1961.9 ms [2022-04-10 13:22:37 main:574] : INFO : Epoch 1595 | loss: 0.0312523 | val_loss: 0.0312518 | Time: 1952.04 ms [2022-04-10 13:22:39 main:574] : INFO : Epoch 1596 | loss: 0.0312518 | val_loss: 0.031252 | Time: 1955.14 ms [2022-04-10 13:22:41 main:574] : INFO : Epoch 1597 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 1961.87 ms [2022-04-10 13:22:43 main:574] : INFO : Epoch 1598 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 1965.59 ms [2022-04-10 13:22:45 main:574] : INFO : Epoch 1599 | loss: 0.0312517 | val_loss: 0.0312511 | Time: 1949.46 ms [2022-04-10 13:22:47 main:574] : INFO : Epoch 1600 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1964.53 ms [2022-04-10 13:22:49 main:574] : INFO : Epoch 1601 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 1960.87 ms [2022-04-10 13:22:51 main:574] : INFO : Epoch 1602 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 1962.41 ms [2022-04-10 13:22:53 main:574] : INFO : Epoch 1603 | loss: 0.0312517 | val_loss: 0.0312514 | Time: 1953.35 ms [2022-04-10 13:22:55 main:574] : INFO : Epoch 1604 | loss: 0.0312516 | val_loss: 0.031251 | Time: 1963.03 ms [2022-04-10 13:22:57 main:574] : INFO : Epoch 1605 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1968.25 ms [2022-04-10 13:22:59 main:574] : INFO : Epoch 1606 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1959.01 ms [2022-04-10 13:23:01 main:574] : INFO : Epoch 1607 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 1960.58 ms [2022-04-10 13:23:03 main:574] : INFO : Epoch 1608 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1957.9 ms [2022-04-10 13:23:05 main:574] : INFO : Epoch 1609 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1958.95 ms [2022-04-10 13:23:07 main:574] : INFO : Epoch 1610 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1956.75 ms [2022-04-10 13:23:09 main:574] : INFO : Epoch 1611 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1953.83 ms [2022-04-10 13:23:10 main:574] : INFO : Epoch 1612 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1958.68 ms [2022-04-10 13:23:12 main:574] : INFO : Epoch 1613 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1957.64 ms [2022-04-10 13:23:14 main:574] : INFO : Epoch 1614 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1956.6 ms [2022-04-10 13:23:16 main:574] : INFO : Epoch 1615 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1954.37 ms [2022-04-10 13:23:18 main:574] : INFO : Epoch 1616 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1966.45 ms [2022-04-10 13:23:20 main:574] : INFO : Epoch 1617 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1970.34 ms [2022-04-10 13:23:22 main:574] : INFO : Epoch 1618 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1961.37 ms [2022-04-10 13:23:24 main:574] : INFO : Epoch 1619 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1950.6 ms [2022-04-10 13:23:26 main:574] : INFO : Epoch 1620 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1966.23 ms [2022-04-10 13:23:28 main:574] : INFO : Epoch 1621 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1959.14 ms [2022-04-10 13:23:30 main:574] : INFO : Epoch 1622 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1966.17 ms [2022-04-10 13:23:32 main:574] : INFO : Epoch 1623 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1957.06 ms [2022-04-10 13:23:34 main:574] : INFO : Epoch 1624 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1956.78 ms [2022-04-10 13:23:36 main:574] : INFO : Epoch 1625 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1961.4 ms [2022-04-10 13:23:38 main:574] : INFO : Epoch 1626 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1959.82 ms [2022-04-10 13:23:40 main:574] : INFO : Epoch 1627 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1959.35 ms [2022-04-10 13:23:42 main:574] : INFO : Epoch 1628 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1960.11 ms [2022-04-10 13:23:44 main:574] : INFO : Epoch 1629 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1960.35 ms [2022-04-10 13:23:46 main:574] : INFO : Epoch 1630 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1961.22 ms [2022-04-10 13:23:48 main:574] : INFO : Epoch 1631 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1963.36 ms [2022-04-10 13:23:50 main:574] : INFO : Epoch 1632 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1958.04 ms [2022-04-10 13:23:52 main:574] : INFO : Epoch 1633 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1964.01 ms [2022-04-10 13:23:54 main:574] : INFO : Epoch 1634 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1961.7 ms [2022-04-10 13:23:56 main:574] : INFO : Epoch 1635 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1957.65 ms [2022-04-10 13:23:58 main:574] : INFO : Epoch 1636 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1954.48 ms [2022-04-10 13:24:00 main:574] : INFO : Epoch 1637 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1966.2 ms [2022-04-10 13:24:02 main:574] : INFO : Epoch 1638 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1965.83 ms [2022-04-10 13:24:04 main:574] : INFO : Epoch 1639 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1961.6 ms [2022-04-10 13:24:06 main:574] : INFO : Epoch 1640 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1956.98 ms [2022-04-10 13:24:07 main:574] : INFO : Epoch 1641 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1948.05 ms [2022-04-10 13:24:09 main:574] : INFO : Epoch 1642 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1951.72 ms [2022-04-10 13:24:11 main:574] : INFO : Epoch 1643 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1954.5 ms [2022-04-10 13:24:13 main:574] : INFO : Epoch 1644 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1954.74 ms [2022-04-10 13:24:15 main:574] : INFO : Epoch 1645 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1959.12 ms [2022-04-10 13:24:17 main:574] : INFO : Epoch 1646 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1965.05 ms [2022-04-10 13:24:19 main:574] : INFO : Epoch 1647 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1951.17 ms [2022-04-10 13:24:21 main:574] : INFO : Epoch 1648 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1962.68 ms [2022-04-10 13:24:23 main:574] : INFO : Epoch 1649 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1956.97 ms [2022-04-10 13:24:25 main:574] : INFO : Epoch 1650 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1956.94 ms [2022-04-10 13:24:27 main:574] : INFO : Epoch 1651 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1958.13 ms [2022-04-10 13:24:29 main:574] : INFO : Epoch 1652 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1959.15 ms [2022-04-10 13:24:31 main:574] : INFO : Epoch 1653 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1966.47 ms [2022-04-10 13:24:33 main:574] : INFO : Epoch 1654 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1962.89 ms [2022-04-10 13:24:35 main:574] : INFO : Epoch 1655 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1956.67 ms [2022-04-10 13:24:37 main:574] : INFO : Epoch 1656 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1961.29 ms [2022-04-10 13:24:39 main:574] : INFO : Epoch 1657 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1966.56 ms [2022-04-10 13:24:41 main:574] : INFO : Epoch 1658 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1964.3 ms [2022-04-10 13:24:43 main:574] : INFO : Epoch 1659 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1997.74 ms [2022-04-10 13:24:45 main:574] : INFO : Epoch 1660 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1959.28 ms [2022-04-10 13:24:47 main:574] : INFO : Epoch 1661 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1962.17 ms [2022-04-10 13:24:49 main:574] : INFO : Epoch 1662 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1963.24 ms [2022-04-10 13:24:51 main:574] : INFO : Epoch 1663 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1964.89 ms [2022-04-10 13:24:53 main:574] : INFO : Epoch 1664 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1962.13 ms [2022-04-10 13:24:55 main:574] : INFO : Epoch 1665 | loss: 0.0312508 | val_loss: 0.0312531 | Time: 1954.89 ms [2022-04-10 13:24:57 main:574] : INFO : Epoch 1666 | loss: 0.0312524 | val_loss: 0.0312507 | Time: 1964.78 ms [2022-04-10 13:24:59 main:574] : INFO : Epoch 1667 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1975.38 ms [2022-04-10 13:25:01 main:574] : INFO : Epoch 1668 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1964.79 ms [2022-04-10 13:25:03 main:574] : INFO : Epoch 1669 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1976.09 ms [2022-04-10 13:25:05 main:574] : INFO : Epoch 1670 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1964.39 ms [2022-04-10 13:25:07 main:574] : INFO : Epoch 1671 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1956.41 ms [2022-04-10 13:25:08 main:574] : INFO : Epoch 1672 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1956.93 ms [2022-04-10 13:25:10 main:574] : INFO : Epoch 1673 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1966.25 ms [2022-04-10 13:25:12 main:574] : INFO : Epoch 1674 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1961.17 ms [2022-04-10 13:25:14 main:574] : INFO : Epoch 1675 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1948.47 ms [2022-04-10 13:25:16 main:574] : INFO : Epoch 1676 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1952.38 ms [2022-04-10 13:25:18 main:574] : INFO : Epoch 1677 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1956.37 ms [2022-04-10 13:25:20 main:574] : INFO : Epoch 1678 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1962.85 ms [2022-04-10 13:25:22 main:574] : INFO : Epoch 1679 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1953.17 ms [2022-04-10 13:25:24 main:574] : INFO : Epoch 1680 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1954.21 ms [2022-04-10 13:25:26 main:574] : INFO : Epoch 1681 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1958.05 ms [2022-04-10 13:25:28 main:574] : INFO : Epoch 1682 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1955.66 ms [2022-04-10 13:25:30 main:574] : INFO : Epoch 1683 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1937.65 ms [2022-04-10 13:25:32 main:574] : INFO : Epoch 1684 | loss: 0.031251 | val_loss: 0.0312515 | Time: 1956.69 ms [2022-04-10 13:25:34 main:574] : INFO : Epoch 1685 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1954.8 ms [2022-04-10 13:25:36 main:574] : INFO : Epoch 1686 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2036.9 ms [2022-04-10 13:25:38 main:574] : INFO : Epoch 1687 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1956.49 ms [2022-04-10 13:25:40 main:574] : INFO : Epoch 1688 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1965.85 ms [2022-04-10 13:25:42 main:574] : INFO : Epoch 1689 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1963.63 ms [2022-04-10 13:25:44 main:574] : INFO : Epoch 1690 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1963.59 ms [2022-04-10 13:25:46 main:574] : INFO : Epoch 1691 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1965.61 ms [2022-04-10 13:25:48 main:574] : INFO : Epoch 1692 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1961.94 ms [2022-04-10 13:25:50 main:574] : INFO : Epoch 1693 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1956.09 ms [2022-04-10 13:25:52 main:574] : INFO : Epoch 1694 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1958.04 ms [2022-04-10 13:25:54 main:574] : INFO : Epoch 1695 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1954.9 ms [2022-04-10 13:25:56 main:574] : INFO : Epoch 1696 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1959.67 ms [2022-04-10 13:25:58 main:574] : INFO : Epoch 1697 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1959.04 ms [2022-04-10 13:26:00 main:574] : INFO : Epoch 1698 | loss: 0.0312506 | val_loss: 0.0312536 | Time: 1968.15 ms [2022-04-10 13:26:02 main:574] : INFO : Epoch 1699 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 1952.13 ms [2022-04-10 13:26:04 main:574] : INFO : Epoch 1700 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1959.41 ms [2022-04-10 13:26:05 main:574] : INFO : Epoch 1701 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1964.48 ms [2022-04-10 13:26:07 main:574] : INFO : Epoch 1702 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1967.14 ms [2022-04-10 13:26:09 main:574] : INFO : Epoch 1703 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1962.78 ms [2022-04-10 13:26:11 main:574] : INFO : Epoch 1704 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1956.5 ms [2022-04-10 13:26:13 main:574] : INFO : Epoch 1705 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1959.74 ms [2022-04-10 13:26:15 main:574] : INFO : Epoch 1706 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1954.95 ms [2022-04-10 13:26:17 main:574] : INFO : Epoch 1707 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1958.77 ms [2022-04-10 13:26:19 main:574] : INFO : Epoch 1708 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 1956.14 ms [2022-04-10 13:26:21 main:574] : INFO : Epoch 1709 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1962.76 ms [2022-04-10 13:26:23 main:574] : INFO : Epoch 1710 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1961.97 ms [2022-04-10 13:26:25 main:574] : INFO : Epoch 1711 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1953.47 ms [2022-04-10 13:26:27 main:574] : INFO : Epoch 1712 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1965.92 ms [2022-04-10 13:26:29 main:574] : INFO : Epoch 1713 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1955.56 ms [2022-04-10 13:26:31 main:574] : INFO : Epoch 1714 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1952.89 ms [2022-04-10 13:26:33 main:574] : INFO : Epoch 1715 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1959.54 ms [2022-04-10 13:26:35 main:574] : INFO : Epoch 1716 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1954.75 ms [2022-04-10 13:26:37 main:574] : INFO : Epoch 1717 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1957.59 ms [2022-04-10 13:26:39 main:574] : INFO : Epoch 1718 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1954.93 ms [2022-04-10 13:26:41 main:574] : INFO : Epoch 1719 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1959.1 ms [2022-04-10 13:26:43 main:574] : INFO : Epoch 1720 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1959.97 ms [2022-04-10 13:26:45 main:574] : INFO : Epoch 1721 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1957 ms [2022-04-10 13:26:47 main:574] : INFO : Epoch 1722 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1964.63 ms [2022-04-10 13:26:49 main:574] : INFO : Epoch 1723 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1951.96 ms [2022-04-10 13:26:51 main:574] : INFO : Epoch 1724 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1958.63 ms [2022-04-10 13:26:53 main:574] : INFO : Epoch 1725 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1959.42 ms [2022-04-10 13:26:55 main:574] : INFO : Epoch 1726 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1966.79 ms [2022-04-10 13:26:57 main:574] : INFO : Epoch 1727 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1960.84 ms [2022-04-10 13:26:59 main:574] : INFO : Epoch 1728 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1960.13 ms [2022-04-10 13:27:01 main:574] : INFO : Epoch 1729 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1965.51 ms [2022-04-10 13:27:02 main:574] : INFO : Epoch 1730 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1958.22 ms [2022-04-10 13:27:04 main:574] : INFO : Epoch 1731 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1962.73 ms [2022-04-10 13:27:06 main:574] : INFO : Epoch 1732 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1971.07 ms [2022-04-10 13:27:08 main:574] : INFO : Epoch 1733 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1958.42 ms [2022-04-10 13:27:10 main:574] : INFO : Epoch 1734 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1958.8 ms [2022-04-10 13:27:12 main:574] : INFO : Epoch 1735 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1960.3 ms [2022-04-10 13:27:14 main:574] : INFO : Epoch 1736 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1955.13 ms [2022-04-10 13:27:16 main:574] : INFO : Epoch 1737 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1959.49 ms [2022-04-10 13:27:18 main:574] : INFO : Epoch 1738 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1958.48 ms [2022-04-10 13:27:20 main:574] : INFO : Epoch 1739 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1957.45 ms [2022-04-10 13:27:22 main:574] : INFO : Epoch 1740 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1958.27 ms [2022-04-10 13:27:24 main:574] : INFO : Epoch 1741 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1959.29 ms [2022-04-10 13:27:26 main:574] : INFO : Epoch 1742 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1961.51 ms [2022-04-10 13:27:28 main:574] : INFO : Epoch 1743 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1952.07 ms [2022-04-10 13:27:30 main:574] : INFO : Epoch 1744 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1966.65 ms [2022-04-10 13:27:32 main:574] : INFO : Epoch 1745 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 1948.25 ms [2022-04-10 13:27:34 main:574] : INFO : Epoch 1746 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1949.61 ms [2022-04-10 13:27:36 main:574] : INFO : Epoch 1747 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1961.47 ms [2022-04-10 13:27:38 main:574] : INFO : Epoch 1748 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1960.8 ms [2022-04-10 13:27:40 main:574] : INFO : Epoch 1749 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1971.73 ms [2022-04-10 13:27:42 main:574] : INFO : Epoch 1750 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1955.02 ms [2022-04-10 13:27:44 main:574] : INFO : Epoch 1751 | loss: 0.0312511 | val_loss: 0.0312527 | Time: 1964.95 ms [2022-04-10 13:27:46 main:574] : INFO : Epoch 1752 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 1960.56 ms [2022-04-10 13:27:48 main:574] : INFO : Epoch 1753 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1955.21 ms [2022-04-10 13:27:50 main:574] : INFO : Epoch 1754 | loss: 0.0312512 | val_loss: 0.0312526 | Time: 1963.74 ms [2022-04-10 13:27:52 main:574] : INFO : Epoch 1755 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 1960.13 ms [2022-04-10 13:27:54 main:574] : INFO : Epoch 1756 | loss: 0.0312509 | val_loss: 0.0312536 | Time: 1960.18 ms [2022-04-10 13:27:56 main:574] : INFO : Epoch 1757 | loss: 0.0312523 | val_loss: 0.0312519 | Time: 1960.22 ms [2022-04-10 13:27:58 main:574] : INFO : Epoch 1758 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1955.4 ms [2022-04-10 13:27:59 main:574] : INFO : Epoch 1759 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1972.83 ms [2022-04-10 13:28:01 main:574] : INFO : Epoch 1760 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1959.09 ms [2022-04-10 13:28:03 main:574] : INFO : Epoch 1761 | loss: 0.031251 | val_loss: 0.0312518 | Time: 1943.95 ms [2022-04-10 13:28:05 main:574] : INFO : Epoch 1762 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 1957.05 ms [2022-04-10 13:28:07 main:574] : INFO : Epoch 1763 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1940.73 ms [2022-04-10 13:28:09 main:574] : INFO : Epoch 1764 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1955.72 ms [2022-04-10 13:28:11 main:574] : INFO : Epoch 1765 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1945.96 ms [2022-04-10 13:28:13 main:574] : INFO : Epoch 1766 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1955.19 ms [2022-04-10 13:28:15 main:574] : INFO : Epoch 1767 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1940.02 ms [2022-04-10 13:28:17 main:574] : INFO : Epoch 1768 | loss: 0.0312519 | val_loss: 0.0312503 | Time: 1967.55 ms [2022-04-10 13:28:19 main:574] : INFO : Epoch 1769 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1968.7 ms [2022-04-10 13:28:21 main:574] : INFO : Epoch 1770 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1963.41 ms [2022-04-10 13:28:23 main:574] : INFO : Epoch 1771 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1959.06 ms [2022-04-10 13:28:25 main:574] : INFO : Epoch 1772 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1961.25 ms [2022-04-10 13:28:27 main:574] : INFO : Epoch 1773 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1945.8 ms [2022-04-10 13:28:29 main:574] : INFO : Epoch 1774 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1957.76 ms [2022-04-10 13:28:31 main:574] : INFO : Epoch 1775 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1950.42 ms [2022-04-10 13:28:33 main:574] : INFO : Epoch 1776 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1954.31 ms [2022-04-10 13:28:35 main:574] : INFO : Epoch 1777 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1955.52 ms [2022-04-10 13:28:37 main:574] : INFO : Epoch 1778 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1959.28 ms [2022-04-10 13:28:39 main:574] : INFO : Epoch 1779 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1961.02 ms [2022-04-10 13:28:41 main:574] : INFO : Epoch 1780 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1962.21 ms [2022-04-10 13:28:43 main:574] : INFO : Epoch 1781 | loss: 0.0312507 | val_loss: 0.031252 | Time: 1959.71 ms [2022-04-10 13:28:45 main:574] : INFO : Epoch 1782 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1956.61 ms [2022-04-10 13:28:47 main:574] : INFO : Epoch 1783 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1957.9 ms [2022-04-10 13:28:48 main:574] : INFO : Epoch 1784 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1953.33 ms [2022-04-10 13:28:50 main:574] : INFO : Epoch 1785 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1956.3 ms [2022-04-10 13:28:52 main:574] : INFO : Epoch 1786 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1972.12 ms [2022-04-10 13:28:54 main:574] : INFO : Epoch 1787 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1964.53 ms [2022-04-10 13:28:56 main:574] : INFO : Epoch 1788 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 1954.75 ms [2022-04-10 13:28:58 main:574] : INFO : Epoch 1789 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1962.8 ms [2022-04-10 13:29:00 main:574] : INFO : Epoch 1790 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1961.82 ms [2022-04-10 13:29:02 main:574] : INFO : Epoch 1791 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1959.66 ms [2022-04-10 13:29:04 main:574] : INFO : Epoch 1792 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1939.69 ms [2022-04-10 13:29:06 main:574] : INFO : Epoch 1793 | loss: 0.0312511 | val_loss: 0.0312531 | Time: 1957.88 ms [2022-04-10 13:29:08 main:574] : INFO : Epoch 1794 | loss: 0.0312522 | val_loss: 0.0312513 | Time: 1958.41 ms [2022-04-10 13:29:10 main:574] : INFO : Epoch 1795 | loss: 0.0312524 | val_loss: 0.0312528 | Time: 1953.07 ms [2022-04-10 13:29:12 main:574] : INFO : Epoch 1796 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1968.07 ms [2022-04-10 13:29:14 main:574] : INFO : Epoch 1797 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1954.52 ms [2022-04-10 13:29:16 main:574] : INFO : Epoch 1798 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1969.27 ms [2022-04-10 13:29:18 main:574] : INFO : Epoch 1799 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1954.46 ms [2022-04-10 13:29:20 main:574] : INFO : Epoch 1800 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1962.07 ms [2022-04-10 13:29:22 main:574] : INFO : Epoch 1801 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1947.53 ms [2022-04-10 13:29:24 main:574] : INFO : Epoch 1802 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1960.75 ms [2022-04-10 13:29:26 main:574] : INFO : Epoch 1803 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1963.24 ms [2022-04-10 13:29:28 main:574] : INFO : Epoch 1804 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1966.23 ms [2022-04-10 13:29:30 main:574] : INFO : Epoch 1805 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1957.17 ms [2022-04-10 13:29:32 main:574] : INFO : Epoch 1806 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1959.69 ms [2022-04-10 13:29:34 main:574] : INFO : Epoch 1807 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1964.05 ms [2022-04-10 13:29:36 main:574] : INFO : Epoch 1808 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1963.65 ms [2022-04-10 13:29:38 main:574] : INFO : Epoch 1809 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1963.55 ms [2022-04-10 13:29:40 main:574] : INFO : Epoch 1810 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1956.43 ms [2022-04-10 13:29:42 main:574] : INFO : Epoch 1811 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1959.25 ms [2022-04-10 13:29:43 main:574] : INFO : Epoch 1812 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1961.7 ms [2022-04-10 13:29:45 main:574] : INFO : Epoch 1813 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1960.54 ms [2022-04-10 13:29:47 main:574] : INFO : Epoch 1814 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1949.08 ms [2022-04-10 13:29:49 main:574] : INFO : Epoch 1815 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1958.84 ms [2022-04-10 13:29:51 main:574] : INFO : Epoch 1816 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1959.76 ms [2022-04-10 13:29:53 main:574] : INFO : Epoch 1817 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1951.85 ms [2022-04-10 13:29:55 main:574] : INFO : Epoch 1818 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1950.22 ms [2022-04-10 13:29:57 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1958.17 ms [2022-04-10 13:29:59 main:574] : INFO : Epoch 1820 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1959.01 ms [2022-04-10 13:30:01 main:574] : INFO : Epoch 1821 | loss: 0.0312505 | val_loss: 0.0312536 | Time: 1960.41 ms [2022-04-10 13:30:03 main:574] : INFO : Epoch 1822 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1951.78 ms [2022-04-10 13:30:05 main:574] : INFO : Epoch 1823 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1952.93 ms [2022-04-10 13:30:07 main:574] : INFO : Epoch 1824 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1958.77 ms [2022-04-10 13:30:09 main:574] : INFO : Epoch 1825 | loss: 0.0312515 | val_loss: 0.0312534 | Time: 1967.22 ms [2022-04-10 13:30:11 main:574] : INFO : Epoch 1826 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 1959.27 ms [2022-04-10 13:30:13 main:574] : INFO : Epoch 1827 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1961.82 ms [2022-04-10 13:30:15 main:574] : INFO : Epoch 1828 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1967.04 ms [2022-04-10 13:30:17 main:574] : INFO : Epoch 1829 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1955.64 ms [2022-04-10 13:30:19 main:574] : INFO : Epoch 1830 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1961.16 ms [2022-04-10 13:30:21 main:574] : INFO : Epoch 1831 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1957.84 ms [2022-04-10 13:30:23 main:574] : INFO : Epoch 1832 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1964.41 ms [2022-04-10 13:30:25 main:574] : INFO : Epoch 1833 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1957.14 ms [2022-04-10 13:30:27 main:574] : INFO : Epoch 1834 | loss: 0.0312516 | val_loss: 0.0312508 | Time: 1955.87 ms [2022-04-10 13:30:29 main:574] : INFO : Epoch 1835 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1969.44 ms [2022-04-10 13:30:31 main:574] : INFO : Epoch 1836 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1962.82 ms [2022-04-10 13:30:33 main:574] : INFO : Epoch 1837 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1956.54 ms [2022-04-10 13:30:35 main:574] : INFO : Epoch 1838 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1962.54 ms [2022-04-10 13:30:37 main:574] : INFO : Epoch 1839 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1959.7 ms [2022-04-10 13:30:39 main:574] : INFO : Epoch 1840 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1969.83 ms [2022-04-10 13:30:41 main:574] : INFO : Epoch 1841 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1961.65 ms [2022-04-10 13:30:42 main:574] : INFO : Epoch 1842 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1958.97 ms [2022-04-10 13:30:44 main:574] : INFO : Epoch 1843 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1952.99 ms [2022-04-10 13:30:46 main:574] : INFO : Epoch 1844 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1959.41 ms [2022-04-10 13:30:48 main:574] : INFO : Epoch 1845 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1957.7 ms [2022-04-10 13:30:50 main:574] : INFO : Epoch 1846 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 1962.86 ms [2022-04-10 13:30:52 main:574] : INFO : Epoch 1847 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 1966.9 ms [2022-04-10 13:30:54 main:574] : INFO : Epoch 1848 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1976.19 ms [2022-04-10 13:30:56 main:574] : INFO : Epoch 1849 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1963.53 ms [2022-04-10 13:30:58 main:574] : INFO : Epoch 1850 | loss: 0.0312507 | val_loss: 0.0312525 | Time: 1967.03 ms [2022-04-10 13:31:00 main:574] : INFO : Epoch 1851 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 1961.34 ms [2022-04-10 13:31:02 main:574] : INFO : Epoch 1852 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 1956.45 ms [2022-04-10 13:31:04 main:574] : INFO : Epoch 1853 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1951.36 ms [2022-04-10 13:31:06 main:574] : INFO : Epoch 1854 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1962.16 ms [2022-04-10 13:31:08 main:574] : INFO : Epoch 1855 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1951.29 ms [2022-04-10 13:31:10 main:574] : INFO : Epoch 1856 | loss: 0.0312513 | val_loss: 0.0312537 | Time: 1965.14 ms [2022-04-10 13:31:12 main:574] : INFO : Epoch 1857 | loss: 0.031252 | val_loss: 0.0312501 | Time: 1958.42 ms [2022-04-10 13:31:14 main:574] : INFO : Epoch 1858 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1950.07 ms [2022-04-10 13:31:16 main:574] : INFO : Epoch 1859 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1957.94 ms [2022-04-10 13:31:18 main:574] : INFO : Epoch 1860 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1955.67 ms [2022-04-10 13:31:20 main:574] : INFO : Epoch 1861 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1942.09 ms [2022-04-10 13:31:22 main:574] : INFO : Epoch 1862 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 1954.37 ms [2022-04-10 13:31:24 main:574] : INFO : Epoch 1863 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1953.12 ms [2022-04-10 13:31:26 main:574] : INFO : Epoch 1864 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1958.67 ms [2022-04-10 13:31:28 main:574] : INFO : Epoch 1865 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1962.28 ms [2022-04-10 13:31:30 main:574] : INFO : Epoch 1866 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1945.75 ms [2022-04-10 13:31:32 main:574] : INFO : Epoch 1867 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1959.77 ms [2022-04-10 13:31:34 main:574] : INFO : Epoch 1868 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1956.23 ms [2022-04-10 13:31:36 main:574] : INFO : Epoch 1869 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 1959.35 ms [2022-04-10 13:31:38 main:574] : INFO : Epoch 1870 | loss: 0.0312525 | val_loss: 0.031252 | Time: 2129.64 ms [2022-04-10 13:31:40 main:574] : INFO : Epoch 1871 | loss: 0.0312518 | val_loss: 0.0312504 | Time: 1966.22 ms [2022-04-10 13:31:42 main:574] : INFO : Epoch 1872 | loss: 0.0312521 | val_loss: 0.0312505 | Time: 1947.99 ms [2022-04-10 13:31:44 main:574] : INFO : Epoch 1873 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1945.48 ms [2022-04-10 13:31:46 main:574] : INFO : Epoch 1874 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1963.95 ms [2022-04-10 13:31:48 main:574] : INFO : Epoch 1875 | loss: 0.0312522 | val_loss: 0.0312508 | Time: 1955.87 ms [2022-04-10 13:31:50 main:574] : INFO : Epoch 1876 | loss: 0.0312519 | val_loss: 0.0312501 | Time: 1961.07 ms [2022-04-10 13:31:52 main:574] : INFO : Epoch 1877 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1962.1 ms [2022-04-10 13:31:54 main:574] : INFO : Epoch 1878 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1965.59 ms [2022-04-10 13:31:55 main:574] : INFO : Epoch 1879 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1953.02 ms [2022-04-10 13:31:57 main:574] : INFO : Epoch 1880 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1984.32 ms [2022-04-10 13:31:59 main:574] : INFO : Epoch 1881 | loss: 0.0312514 | val_loss: 0.0312527 | Time: 1962.98 ms [2022-04-10 13:32:01 main:574] : INFO : Epoch 1882 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1957.1 ms [2022-04-10 13:32:03 main:574] : INFO : Epoch 1883 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1940.7 ms [2022-04-10 13:32:05 main:574] : INFO : Epoch 1884 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1947.02 ms [2022-04-10 13:32:07 main:574] : INFO : Epoch 1885 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 1956.66 ms [2022-04-10 13:32:09 main:574] : INFO : Epoch 1886 | loss: 0.0312538 | val_loss: 0.0312525 | Time: 1966.36 ms [2022-04-10 13:32:11 main:574] : INFO : Epoch 1887 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 1952.39 ms [2022-04-10 13:32:13 main:574] : INFO : Epoch 1888 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1958.53 ms [2022-04-10 13:32:15 main:574] : INFO : Epoch 1889 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1957.28 ms [2022-04-10 13:32:17 main:574] : INFO : Epoch 1890 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1956.16 ms [2022-04-10 13:32:19 main:574] : INFO : Epoch 1891 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1955.01 ms [2022-04-10 13:32:21 main:574] : INFO : Epoch 1892 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1954.67 ms [2022-04-10 13:32:23 main:574] : INFO : Epoch 1893 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1950.43 ms [2022-04-10 13:32:25 main:574] : INFO : Epoch 1894 | loss: 0.0312505 | val_loss: 0.0312535 | Time: 1965.17 ms [2022-04-10 13:32:27 main:574] : INFO : Epoch 1895 | loss: 0.0312522 | val_loss: 0.031251 | Time: 1963.63 ms [2022-04-10 13:32:29 main:574] : INFO : Epoch 1896 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1959.34 ms [2022-04-10 13:32:31 main:574] : INFO : Epoch 1897 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1952.92 ms [2022-04-10 13:32:33 main:574] : INFO : Epoch 1898 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1961.58 ms [2022-04-10 13:32:35 main:574] : INFO : Epoch 1899 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1961.51 ms [2022-04-10 13:32:37 main:574] : INFO : Epoch 1900 | loss: 0.0312505 | val_loss: 0.0312529 | Time: 1962.69 ms [2022-04-10 13:32:39 main:574] : INFO : Epoch 1901 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 1953.42 ms [2022-04-10 13:32:41 main:574] : INFO : Epoch 1902 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1961.94 ms [2022-04-10 13:32:43 main:574] : INFO : Epoch 1903 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1952.21 ms [2022-04-10 13:32:45 main:574] : INFO : Epoch 1904 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1960.77 ms [2022-04-10 13:32:47 main:574] : INFO : Epoch 1905 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1955.21 ms [2022-04-10 13:32:48 main:574] : INFO : Epoch 1906 | loss: 0.0312518 | val_loss: 0.0312514 | Time: 1957.85 ms [2022-04-10 13:32:50 main:574] : INFO : Epoch 1907 | loss: 0.0312514 | val_loss: 0.0312498 | Time: 1954.78 ms [2022-04-10 13:32:52 main:574] : INFO : Epoch 1908 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1962.57 ms [2022-04-10 13:32:54 main:574] : INFO : Epoch 1909 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1949.14 ms [2022-04-10 13:32:56 main:574] : INFO : Epoch 1910 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1964.36 ms [2022-04-10 13:32:58 main:574] : INFO : Epoch 1911 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 1965.74 ms [2022-04-10 13:33:00 main:574] : INFO : Epoch 1912 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1955.55 ms [2022-04-10 13:33:02 main:574] : INFO : Epoch 1913 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1960.86 ms [2022-04-10 13:33:04 main:574] : INFO : Epoch 1914 | loss: 0.0312506 | val_loss: 0.0312578 | Time: 1958.32 ms [2022-04-10 13:33:06 main:574] : INFO : Epoch 1915 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1965.13 ms [2022-04-10 13:33:08 main:574] : INFO : Epoch 1916 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1968.09 ms [2022-04-10 13:33:10 main:574] : INFO : Epoch 1917 | loss: 0.0312525 | val_loss: 0.0312513 | Time: 1962.02 ms [2022-04-10 13:33:12 main:574] : INFO : Epoch 1918 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1955.88 ms [2022-04-10 13:33:14 main:574] : INFO : Epoch 1919 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 1963.45 ms [2022-04-10 13:33:16 main:574] : INFO : Epoch 1920 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1958.29 ms [2022-04-10 13:33:18 main:574] : INFO : Epoch 1921 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1953.49 ms [2022-04-10 13:33:20 main:574] : INFO : Epoch 1922 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1956.66 ms [2022-04-10 13:33:22 main:574] : INFO : Epoch 1923 | loss: 0.0312511 | val_loss: 0.0312544 | Time: 1954.78 ms [2022-04-10 13:33:24 main:574] : INFO : Epoch 1924 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1960.66 ms [2022-04-10 13:33:26 main:574] : INFO : Epoch 1925 | loss: 0.0312518 | val_loss: 0.031255 | Time: 1963.26 ms [2022-04-10 13:33:28 main:574] : INFO : Epoch 1926 | loss: 0.0312527 | val_loss: 0.0312511 | Time: 1971.38 ms [2022-04-10 13:33:30 main:574] : INFO : Epoch 1927 | loss: 0.0312516 | val_loss: 0.0312517 | Time: 1961.24 ms [2022-04-10 13:33:32 main:574] : INFO : Epoch 1928 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1961.82 ms [2022-04-10 13:33:34 main:574] : INFO : Epoch 1929 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1956.08 ms [2022-04-10 13:33:36 main:574] : INFO : Epoch 1930 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1960.27 ms [2022-04-10 13:33:38 main:574] : INFO : Epoch 1931 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1960.38 ms [2022-04-10 13:33:40 main:574] : INFO : Epoch 1932 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1972.96 ms [2022-04-10 13:33:42 main:574] : INFO : Epoch 1933 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1959.16 ms [2022-04-10 13:33:44 main:574] : INFO : Epoch 1934 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1956.29 ms [2022-04-10 13:33:45 main:574] : INFO : Epoch 1935 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1958.14 ms [2022-04-10 13:33:47 main:574] : INFO : Epoch 1936 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1957.94 ms [2022-04-10 13:33:49 main:574] : INFO : Epoch 1937 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1949.69 ms [2022-04-10 13:33:51 main:574] : INFO : Epoch 1938 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1954.71 ms [2022-04-10 13:33:53 main:574] : INFO : Epoch 1939 | loss: 0.0312511 | val_loss: 0.0312527 | Time: 1958.2 ms [2022-04-10 13:33:55 main:574] : INFO : Epoch 1940 | loss: 0.0312534 | val_loss: 0.0312516 | Time: 1948.53 ms [2022-04-10 13:33:57 main:574] : INFO : Epoch 1941 | loss: 0.0312525 | val_loss: 0.0312504 | Time: 1965.62 ms [2022-04-10 13:33:59 main:574] : INFO : Epoch 1942 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1963.22 ms [2022-04-10 13:34:01 main:574] : INFO : Epoch 1943 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2076.16 ms [2022-04-10 13:34:03 main:574] : INFO : Epoch 1944 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1963.23 ms [2022-04-10 13:34:05 main:574] : INFO : Epoch 1945 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1959.92 ms [2022-04-10 13:34:07 main:574] : INFO : Epoch 1946 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 1953.06 ms [2022-04-10 13:34:09 main:574] : INFO : Epoch 1947 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1948.45 ms [2022-04-10 13:34:11 main:574] : INFO : Epoch 1948 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1952.2 ms [2022-04-10 13:34:13 main:574] : INFO : Epoch 1949 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1969.33 ms [2022-04-10 13:34:15 main:574] : INFO : Epoch 1950 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1947.65 ms [2022-04-10 13:34:17 main:574] : INFO : Epoch 1951 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 1959.91 ms [2022-04-10 13:34:19 main:574] : INFO : Epoch 1952 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 1964.49 ms [2022-04-10 13:34:21 main:574] : INFO : Epoch 1953 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 1953.24 ms [2022-04-10 13:34:23 main:574] : INFO : Epoch 1954 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1963.2 ms [2022-04-10 13:34:25 main:574] : INFO : Epoch 1955 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1959.39 ms [2022-04-10 13:34:27 main:574] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1963.17 ms [2022-04-10 13:34:29 main:574] : INFO : Epoch 1957 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1955.42 ms [2022-04-10 13:34:31 main:574] : INFO : Epoch 1958 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 1952.78 ms [2022-04-10 13:34:33 main:574] : INFO : Epoch 1959 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1961.86 ms [2022-04-10 13:34:35 main:574] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1962.51 ms [2022-04-10 13:34:37 main:574] : INFO : Epoch 1961 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1961.16 ms [2022-04-10 13:34:39 main:574] : INFO : Epoch 1962 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1961.73 ms [2022-04-10 13:34:41 main:574] : INFO : Epoch 1963 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1964.21 ms [2022-04-10 13:34:43 main:574] : INFO : Epoch 1964 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1958.04 ms [2022-04-10 13:34:45 main:574] : INFO : Epoch 1965 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1954.59 ms [2022-04-10 13:34:46 main:574] : INFO : Epoch 1966 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1958.01 ms [2022-04-10 13:34:48 main:574] : INFO : Epoch 1967 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1956.21 ms [2022-04-10 13:34:50 main:574] : INFO : Epoch 1968 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1950.24 ms [2022-04-10 13:34:52 main:574] : INFO : Epoch 1969 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1952.7 ms [2022-04-10 13:34:54 main:574] : INFO : Epoch 1970 | loss: 0.0312514 | val_loss: 0.031252 | Time: 1962.09 ms [2022-04-10 13:34:56 main:574] : INFO : Epoch 1971 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1956.33 ms [2022-04-10 13:34:58 main:574] : INFO : Epoch 1972 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1961.09 ms [2022-04-10 13:35:00 main:574] : INFO : Epoch 1973 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1954.4 ms [2022-04-10 13:35:02 main:574] : INFO : Epoch 1974 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1970.02 ms [2022-04-10 13:35:04 main:574] : INFO : Epoch 1975 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1966.31 ms [2022-04-10 13:35:06 main:574] : INFO : Epoch 1976 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1964.9 ms [2022-04-10 13:35:08 main:574] : INFO : Epoch 1977 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1957.85 ms [2022-04-10 13:35:10 main:574] : INFO : Epoch 1978 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 1950.06 ms [2022-04-10 13:35:12 main:574] : INFO : Epoch 1979 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1958.36 ms [2022-04-10 13:35:14 main:574] : INFO : Epoch 1980 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 1968.61 ms [2022-04-10 13:35:16 main:574] : INFO : Epoch 1981 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1959.66 ms [2022-04-10 13:35:18 main:574] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1969.15 ms [2022-04-10 13:35:20 main:574] : INFO : Epoch 1983 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1960.62 ms [2022-04-10 13:35:22 main:574] : INFO : Epoch 1984 | loss: 0.0312524 | val_loss: 0.0312546 | Time: 1956.45 ms [2022-04-10 13:35:24 main:574] : INFO : Epoch 1985 | loss: 0.0312524 | val_loss: 0.0312529 | Time: 1956.12 ms [2022-04-10 13:35:26 main:574] : INFO : Epoch 1986 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 1946.99 ms [2022-04-10 13:35:28 main:574] : INFO : Epoch 1987 | loss: 0.0312512 | val_loss: 0.0312522 | Time: 1954.42 ms [2022-04-10 13:35:30 main:574] : INFO : Epoch 1988 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1963.89 ms [2022-04-10 13:35:32 main:574] : INFO : Epoch 1989 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1955.49 ms [2022-04-10 13:35:34 main:574] : INFO : Epoch 1990 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1953.92 ms [2022-04-10 13:35:36 main:574] : INFO : Epoch 1991 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1950.54 ms [2022-04-10 13:35:38 main:574] : INFO : Epoch 1992 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1964.94 ms [2022-04-10 13:35:39 main:574] : INFO : Epoch 1993 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1952.32 ms [2022-04-10 13:35:41 main:574] : INFO : Epoch 1994 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1965.32 ms [2022-04-10 13:35:43 main:574] : INFO : Epoch 1995 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1951.77 ms [2022-04-10 13:35:45 main:574] : INFO : Epoch 1996 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1958.17 ms [2022-04-10 13:35:47 main:574] : INFO : Epoch 1997 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1955.82 ms [2022-04-10 13:35:49 main:574] : INFO : Epoch 1998 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1964.83 ms [2022-04-10 13:35:51 main:574] : INFO : Epoch 1999 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1958.12 ms [2022-04-10 13:35:53 main:574] : INFO : Epoch 2000 | loss: 0.0312505 | val_loss: 0.031255 | Time: 1951.61 ms [2022-04-10 13:35:55 main:574] : INFO : Epoch 2001 | loss: 0.0312615 | val_loss: 0.0312536 | Time: 1957.13 ms [2022-04-10 13:35:57 main:574] : INFO : Epoch 2002 | loss: 0.0312552 | val_loss: 0.0312521 | Time: 1952.42 ms [2022-04-10 13:35:59 main:574] : INFO : Epoch 2003 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 1965.02 ms [2022-04-10 13:36:01 main:574] : INFO : Epoch 2004 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 1962.8 ms [2022-04-10 13:36:03 main:574] : INFO : Epoch 2005 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 1967.36 ms [2022-04-10 13:36:05 main:574] : INFO : Epoch 2006 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1957.55 ms [2022-04-10 13:36:07 main:574] : INFO : Epoch 2007 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1958.25 ms [2022-04-10 13:36:09 main:574] : INFO : Epoch 2008 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1950.78 ms [2022-04-10 13:36:11 main:574] : INFO : Epoch 2009 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1961.56 ms [2022-04-10 13:36:13 main:574] : INFO : Epoch 2010 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1965.72 ms [2022-04-10 13:36:15 main:574] : INFO : Epoch 2011 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 1964.45 ms [2022-04-10 13:36:17 main:574] : INFO : Epoch 2012 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1951.73 ms [2022-04-10 13:36:19 main:574] : INFO : Epoch 2013 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1943.3 ms [2022-04-10 13:36:21 main:574] : INFO : Epoch 2014 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1962.52 ms [2022-04-10 13:36:23 main:574] : INFO : Epoch 2015 | loss: 0.0312507 | val_loss: 0.0312528 | Time: 1963.56 ms [2022-04-10 13:36:25 main:574] : INFO : Epoch 2016 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 1957.95 ms [2022-04-10 13:36:27 main:574] : INFO : Epoch 2017 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1957.41 ms [2022-04-10 13:36:29 main:574] : INFO : Epoch 2018 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1953.73 ms [2022-04-10 13:36:31 main:574] : INFO : Epoch 2019 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1944.4 ms [2022-04-10 13:36:32 main:574] : INFO : Epoch 2020 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1958.01 ms [2022-04-10 13:36:34 main:574] : INFO : Epoch 2021 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1964.59 ms [2022-04-10 13:36:36 main:574] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1960.98 ms [2022-04-10 13:36:38 main:574] : INFO : Epoch 2023 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1965.7 ms [2022-04-10 13:36:40 main:574] : INFO : Epoch 2024 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1955.88 ms [2022-04-10 13:36:42 main:574] : INFO : Epoch 2025 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1962.19 ms [2022-04-10 13:36:44 main:574] : INFO : Epoch 2026 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1944.9 ms [2022-04-10 13:36:46 main:574] : INFO : Epoch 2027 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1962.38 ms [2022-04-10 13:36:48 main:574] : INFO : Epoch 2028 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1963.24 ms [2022-04-10 13:36:50 main:574] : INFO : Epoch 2029 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1952.08 ms [2022-04-10 13:36:52 main:574] : INFO : Epoch 2030 | loss: 0.03125 | val_loss: 0.03125 | Time: 1957.92 ms [2022-04-10 13:36:54 main:574] : INFO : Epoch 2031 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1952.48 ms [2022-04-10 13:36:56 main:574] : INFO : Epoch 2032 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1957.51 ms [2022-04-10 13:36:58 main:574] : INFO : Epoch 2033 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1953.9 ms [2022-04-10 13:37:00 main:574] : INFO : Epoch 2034 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1959.74 ms [2022-04-10 13:37:02 main:574] : INFO : Epoch 2035 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1951.55 ms [2022-04-10 13:37:04 main:574] : INFO : Epoch 2036 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 1956.67 ms [2022-04-10 13:37:06 main:574] : INFO : Epoch 2037 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1952.27 ms [2022-04-10 13:37:08 main:574] : INFO : Epoch 2038 | loss: 0.0312508 | val_loss: 0.0312526 | Time: 1967.64 ms [2022-04-10 13:37:10 main:574] : INFO : Epoch 2039 | loss: 0.0312567 | val_loss: 0.0312521 | Time: 1945.14 ms [2022-04-10 13:37:12 main:574] : INFO : Epoch 2040 | loss: 0.0312552 | val_loss: 0.0312511 | Time: 1962.48 ms [2022-04-10 13:37:14 main:574] : INFO : Epoch 2041 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1956.82 ms [2022-04-10 13:37:16 main:574] : INFO : Epoch 2042 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1946.73 ms [2022-04-10 13:37:18 main:574] : INFO : Epoch 2043 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1963.19 ms [2022-04-10 13:37:20 main:574] : INFO : Epoch 2044 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 1963.85 ms [2022-04-10 13:37:22 main:574] : INFO : Epoch 2045 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1961.22 ms [2022-04-10 13:37:24 main:574] : INFO : Epoch 2046 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1958.91 ms [2022-04-10 13:37:25 main:574] : INFO : Epoch 2047 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 1960.5 ms [2022-04-10 13:37:27 main:574] : INFO : Epoch 2048 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1958.05 ms [2022-04-10 13:37:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312512 [2022-04-10 13:37:27 main:603] : INFO : Saving end state to config to file [2022-04-10 13:37:27 main:608] : INFO : Success, exiting.. 13:37:27 (13792): 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)