Task 9058790
| Name | ParityModified-1636224503-27065-1_1 |
| Workunit | 6304277 |
| Created | 20 Nov 2021, 6:40:30 UTC |
| Sent | 20 Nov 2021, 8:11:39 UTC |
| Report deadline | 27 Nov 2021, 8:11:39 UTC |
| Received | 21 Nov 2021, 14:48:59 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 15 min 21 sec |
| CPU time | 1 hours 15 min 6 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 5,116.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> oss: 0.0312504 | Time: 2211.2 ms [2021-11-21 15:30:08 main:574] : INFO : Epoch 1540 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2211.42 ms [2021-11-21 15:30:10 main:574] : INFO : Epoch 1541 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2193.21 ms [2021-11-21 15:30:13 main:574] : INFO : Epoch 1542 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2196.22 ms [2021-11-21 15:30:15 main:574] : INFO : Epoch 1543 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2221.16 ms [2021-11-21 15:30:17 main:574] : INFO : Epoch 1544 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2211.29 ms [2021-11-21 15:30:19 main:574] : INFO : Epoch 1545 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2201.53 ms [2021-11-21 15:30:22 main:574] : INFO : Epoch 1546 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 2194.5 ms [2021-11-21 15:30:24 main:574] : INFO : Epoch 1547 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2191.05 ms [2021-11-21 15:30:26 main:574] : INFO : Epoch 1548 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2227.5 ms [2021-11-21 15:30:28 main:574] : INFO : Epoch 1549 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2180.78 ms [2021-11-21 15:30:30 main:574] : INFO : Epoch 1550 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 2196.84 ms [2021-11-21 15:30:33 main:574] : INFO : Epoch 1551 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2209.07 ms [2021-11-21 15:30:35 main:574] : INFO : Epoch 1552 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2211.28 ms [2021-11-21 15:30:37 main:574] : INFO : Epoch 1553 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 2202.53 ms [2021-11-21 15:30:39 main:574] : INFO : Epoch 1554 | loss: 0.0312511 | val_loss: 0.031251 | Time: 2210.34 ms [2021-11-21 15:30:41 main:574] : INFO : Epoch 1555 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 2189.87 ms [2021-11-21 15:30:44 main:574] : INFO : Epoch 1556 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2214.67 ms [2021-11-21 15:30:46 main:574] : INFO : Epoch 1557 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2196.52 ms [2021-11-21 15:30:48 main:574] : INFO : Epoch 1558 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2221.05 ms [2021-11-21 15:30:50 main:574] : INFO : Epoch 1559 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2197.64 ms [2021-11-21 15:30:52 main:574] : INFO : Epoch 1560 | loss: 0.03125 | val_loss: 0.0312531 | Time: 2216.53 ms [2021-11-21 15:30:55 main:574] : INFO : Epoch 1561 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2195.12 ms [2021-11-21 15:30:57 main:574] : INFO : Epoch 1562 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2214.56 ms [2021-11-21 15:30:59 main:574] : INFO : Epoch 1563 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2202.44 ms [2021-11-21 15:31:01 main:574] : INFO : Epoch 1564 | loss: 0.03125 | val_loss: 0.0312515 | Time: 2185.17 ms [2021-11-21 15:31:03 main:574] : INFO : Epoch 1565 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2177.65 ms [2021-11-21 15:31:06 main:574] : INFO : Epoch 1566 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2218.53 ms [2021-11-21 15:31:08 main:574] : INFO : Epoch 1567 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 2220.54 ms [2021-11-21 15:31:10 main:574] : INFO : Epoch 1568 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2225.6 ms [2021-11-21 15:31:12 main:574] : INFO : Epoch 1569 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2186.59 ms [2021-11-21 15:31:15 main:574] : INFO : Epoch 1570 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2214.91 ms [2021-11-21 15:31:17 main:574] : INFO : Epoch 1571 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2190.03 ms [2021-11-21 15:31:19 main:574] : INFO : Epoch 1572 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2192.21 ms [2021-11-21 15:31:21 main:574] : INFO : Epoch 1573 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2203.35 ms [2021-11-21 15:31:23 main:574] : INFO : Epoch 1574 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2235.22 ms [2021-11-21 15:31:26 main:574] : INFO : Epoch 1575 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2211.31 ms [2021-11-21 15:31:28 main:574] : INFO : Epoch 1576 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2208.64 ms [2021-11-21 15:31:30 main:574] : INFO : Epoch 1577 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2203.77 ms [2021-11-21 15:31:32 main:574] : INFO : Epoch 1578 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2218.16 ms [2021-11-21 15:31:34 main:574] : INFO : Epoch 1579 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 2190.36 ms [2021-11-21 15:31:37 main:574] : INFO : Epoch 1580 | loss: 0.0312513 | val_loss: 0.0312522 | Time: 2201.85 ms [2021-11-21 15:31:39 main:574] : INFO : Epoch 1581 | loss: 0.0312502 | val_loss: 0.031252 | Time: 2184.75 ms [2021-11-21 15:31:41 main:574] : INFO : Epoch 1582 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 2213.53 ms [2021-11-21 15:31:43 main:574] : INFO : Epoch 1583 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2168.04 ms [2021-11-21 15:31:45 main:574] : INFO : Epoch 1584 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2171.97 ms [2021-11-21 15:31:48 main:574] : INFO : Epoch 1585 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2226.74 ms [2021-11-21 15:31:50 main:574] : INFO : Epoch 1586 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2206.8 ms [2021-11-21 15:31:52 main:574] : INFO : Epoch 1587 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2216.81 ms [2021-11-21 15:31:54 main:574] : INFO : Epoch 1588 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 2197.26 ms [2021-11-21 15:31:56 main:574] : INFO : Epoch 1589 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2212.04 ms [2021-11-21 15:31:59 main:574] : INFO : Epoch 1590 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2206.91 ms [2021-11-21 15:32:01 main:574] : INFO : Epoch 1591 | loss: 0.0312508 | val_loss: 0.0312535 | Time: 2219.67 ms [2021-11-21 15:32:03 main:574] : INFO : Epoch 1592 | loss: 0.0312524 | val_loss: 0.0312504 | Time: 2177.42 ms [2021-11-21 15:32:05 main:574] : INFO : Epoch 1593 | loss: 0.0312519 | val_loss: 0.0312529 | Time: 2222.29 ms [2021-11-21 15:32:07 main:574] : INFO : Epoch 1594 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2186.24 ms [2021-11-21 15:32:10 main:574] : INFO : Epoch 1595 | loss: 0.0312506 | val_loss: 0.0312539 | Time: 2189.81 ms [2021-11-21 15:32:12 main:574] : INFO : Epoch 1596 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2201.01 ms [2021-11-21 15:32:14 main:574] : INFO : Epoch 1597 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2207.86 ms [2021-11-21 15:32:16 main:574] : INFO : Epoch 1598 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2207.53 ms [2021-11-21 15:32:18 main:574] : INFO : Epoch 1599 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2191.38 ms [2021-11-21 15:32:21 main:574] : INFO : Epoch 1600 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 2210.29 ms [2021-11-21 15:32:23 main:574] : INFO : Epoch 1601 | loss: 0.0312517 | val_loss: 0.031251 | Time: 2219.19 ms [2021-11-21 15:32:25 main:574] : INFO : Epoch 1602 | loss: 0.0312511 | val_loss: 0.031251 | Time: 2203.78 ms [2021-11-21 15:32:27 main:574] : INFO : Epoch 1603 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2220.86 ms [2021-11-21 15:32:30 main:574] : INFO : Epoch 1604 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2203.41 ms [2021-11-21 15:32:32 main:574] : INFO : Epoch 1605 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2225.31 ms [2021-11-21 15:32:34 main:574] : INFO : Epoch 1606 | loss: 0.0312514 | val_loss: 0.0312526 | Time: 2181.15 ms [2021-11-21 15:32:36 main:574] : INFO : Epoch 1607 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 2219.58 ms [2021-11-21 15:32:38 main:574] : INFO : Epoch 1608 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2198.44 ms [2021-11-21 15:32:41 main:574] : INFO : Epoch 1609 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2220.38 ms [2021-11-21 15:32:43 main:574] : INFO : Epoch 1610 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 2188.18 ms [2021-11-21 15:32:45 main:574] : INFO : Epoch 1611 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2196.3 ms [2021-11-21 15:32:47 main:574] : INFO : Epoch 1612 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2184.34 ms [2021-11-21 15:32:49 main:574] : INFO : Epoch 1613 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2216.55 ms [2021-11-21 15:32:52 main:574] : INFO : Epoch 1614 | loss: 0.0312504 | val_loss: 0.0312535 | Time: 2182.52 ms [2021-11-21 15:32:54 main:574] : INFO : Epoch 1615 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2207.19 ms [2021-11-21 15:32:56 main:574] : INFO : Epoch 1616 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2208.53 ms [2021-11-21 15:32:58 main:574] : INFO : Epoch 1617 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2202.67 ms [2021-11-21 15:33:00 main:574] : INFO : Epoch 1618 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2172.39 ms [2021-11-21 15:33:03 main:574] : INFO : Epoch 1619 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2238.83 ms [2021-11-21 15:33:05 main:574] : INFO : Epoch 1620 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2194.08 ms [2021-11-21 15:33:07 main:574] : INFO : Epoch 1621 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2206.28 ms [2021-11-21 15:33:09 main:574] : INFO : Epoch 1622 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2203.57 ms [2021-11-21 15:33:11 main:574] : INFO : Epoch 1623 | loss: 0.0312506 | val_loss: 0.0312528 | Time: 2223.61 ms [2021-11-21 15:33:14 main:574] : INFO : Epoch 1624 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2195.03 ms [2021-11-21 15:33:16 main:574] : INFO : Epoch 1625 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 2212.68 ms [2021-11-21 15:33:18 main:574] : INFO : Epoch 1626 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2203.34 ms [2021-11-21 15:33:20 main:574] : INFO : Epoch 1627 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2191.41 ms [2021-11-21 15:33:22 main:574] : INFO : Epoch 1628 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 2192.54 ms [2021-11-21 15:33:25 main:574] : INFO : Epoch 1629 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2175.92 ms [2021-11-21 15:33:27 main:574] : INFO : Epoch 1630 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2207.15 ms [2021-11-21 15:33:29 main:574] : INFO : Epoch 1631 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2210.94 ms [2021-11-21 15:33:31 main:574] : INFO : Epoch 1632 | loss: 0.0312505 | val_loss: 0.0312537 | Time: 2183.82 ms [2021-11-21 15:33:33 main:574] : INFO : Epoch 1633 | loss: 0.0312526 | val_loss: 0.031251 | Time: 2209.74 ms [2021-11-21 15:33:36 main:574] : INFO : Epoch 1634 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2202.18 ms [2021-11-21 15:33:38 main:574] : INFO : Epoch 1635 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2178.61 ms [2021-11-21 15:33:40 main:574] : INFO : Epoch 1636 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2206.3 ms [2021-11-21 15:33:42 main:574] : INFO : Epoch 1637 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2203.99 ms [2021-11-21 15:33:44 main:574] : INFO : Epoch 1638 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2200.43 ms [2021-11-21 15:33:47 main:574] : INFO : Epoch 1639 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2180.42 ms [2021-11-21 15:33:49 main:574] : INFO : Epoch 1640 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 2213.56 ms [2021-11-21 15:33:51 main:574] : INFO : Epoch 1641 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2215.59 ms [2021-11-21 15:33:53 main:574] : INFO : Epoch 1642 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 2216.53 ms [2021-11-21 15:33:56 main:574] : INFO : Epoch 1643 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 2203.86 ms [2021-11-21 15:33:58 main:574] : INFO : Epoch 1644 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2200.48 ms [2021-11-21 15:34:00 main:574] : INFO : Epoch 1645 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2209.18 ms [2021-11-21 15:34:02 main:574] : INFO : Epoch 1646 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2199.54 ms [2021-11-21 15:34:04 main:574] : INFO : Epoch 1647 | loss: 0.0312507 | val_loss: 0.0312528 | Time: 2188.25 ms [2021-11-21 15:34:07 main:574] : INFO : Epoch 1648 | loss: 0.0312528 | val_loss: 0.0312523 | Time: 2194.04 ms [2021-11-21 15:34:09 main:574] : INFO : Epoch 1649 | loss: 0.0312525 | val_loss: 0.0312528 | Time: 2236.11 ms [2021-11-21 15:34:11 main:574] : INFO : Epoch 1650 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 2201.27 ms [2021-11-21 15:34:13 main:574] : INFO : Epoch 1651 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2220.3 ms [2021-11-21 15:34:15 main:574] : INFO : Epoch 1652 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2204.67 ms [2021-11-21 15:34:18 main:574] : INFO : Epoch 1653 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2208.96 ms [2021-11-21 15:34:20 main:574] : INFO : Epoch 1654 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2194.89 ms [2021-11-21 15:34:22 main:574] : INFO : Epoch 1655 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2166.77 ms [2021-11-21 15:34:24 main:574] : INFO : Epoch 1656 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2231.54 ms [2021-11-21 15:34:26 main:574] : INFO : Epoch 1657 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2211.55 ms [2021-11-21 15:34:29 main:574] : INFO : Epoch 1658 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2202.19 ms [2021-11-21 15:34:31 main:574] : INFO : Epoch 1659 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2179.64 ms [2021-11-21 15:34:33 main:574] : INFO : Epoch 1660 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2202.64 ms [2021-11-21 15:34:35 main:574] : INFO : Epoch 1661 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 2219.52 ms [2021-11-21 15:34:38 main:574] : INFO : Epoch 1662 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2229.11 ms [2021-11-21 15:34:40 main:574] : INFO : Epoch 1663 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2187.53 ms [2021-11-21 15:34:42 main:574] : INFO : Epoch 1664 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2210.48 ms [2021-11-21 15:34:44 main:574] : INFO : Epoch 1665 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2187.07 ms [2021-11-21 15:34:46 main:574] : INFO : Epoch 1666 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2225.86 ms [2021-11-21 15:34:49 main:574] : INFO : Epoch 1667 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2204.82 ms [2021-11-21 15:34:51 main:574] : INFO : Epoch 1668 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2205.98 ms [2021-11-21 15:34:53 main:574] : INFO : Epoch 1669 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2211.88 ms [2021-11-21 15:34:55 main:574] : INFO : Epoch 1670 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2197.54 ms [2021-11-21 15:34:57 main:574] : INFO : Epoch 1671 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2207.09 ms [2021-11-21 15:35:00 main:574] : INFO : Epoch 1672 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2209.37 ms [2021-11-21 15:35:02 main:574] : INFO : Epoch 1673 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2180.74 ms [2021-11-21 15:35:04 main:574] : INFO : Epoch 1674 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2205.94 ms [2021-11-21 15:35:06 main:574] : INFO : Epoch 1675 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2192.63 ms [2021-11-21 15:35:08 main:574] : INFO : Epoch 1676 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2191.68 ms [2021-11-21 15:35:11 main:574] : INFO : Epoch 1677 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2169.83 ms [2021-11-21 15:35:13 main:574] : INFO : Epoch 1678 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2246.3 ms [2021-11-21 15:35:15 main:574] : INFO : Epoch 1679 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 2197.42 ms [2021-11-21 15:35:17 main:574] : INFO : Epoch 1680 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 2203.94 ms [2021-11-21 15:35:19 main:574] : INFO : Epoch 1681 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2196.48 ms [2021-11-21 15:35:22 main:574] : INFO : Epoch 1682 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2233.74 ms [2021-11-21 15:35:24 main:574] : INFO : Epoch 1683 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 2183.06 ms [2021-11-21 15:35:26 main:574] : INFO : Epoch 1684 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2198.75 ms [2021-11-21 15:35:28 main:574] : INFO : Epoch 1685 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2202.91 ms [2021-11-21 15:35:30 main:574] : INFO : Epoch 1686 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2223.51 ms [2021-11-21 15:35:33 main:574] : INFO : Epoch 1687 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2181.28 ms [2021-11-21 15:35:35 main:574] : INFO : Epoch 1688 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2202.01 ms [2021-11-21 15:35:37 main:574] : INFO : Epoch 1689 | loss: 0.031251 | val_loss: 0.0312503 | Time: 2195.92 ms [2021-11-21 15:35:39 main:574] : INFO : Epoch 1690 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2220.9 ms [2021-11-21 15:35:41 main:574] : INFO : Epoch 1691 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 2166.81 ms [2021-11-21 15:35:44 main:574] : INFO : Epoch 1692 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 2190.82 ms [2021-11-21 15:35:46 main:574] : INFO : Epoch 1693 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2194.15 ms [2021-11-21 15:35:48 main:574] : INFO : Epoch 1694 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 2216.25 ms [2021-11-21 15:35:50 main:574] : INFO : Epoch 1695 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2184.12 ms [2021-11-21 15:35:52 main:574] : INFO : Epoch 1696 | loss: 0.0312513 | val_loss: 0.0312525 | Time: 2206.73 ms [2021-11-21 15:35:55 main:574] : INFO : Epoch 1697 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 2202.69 ms [2021-11-21 15:35:57 main:574] : INFO : Epoch 1698 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2194.28 ms [2021-11-21 15:35:59 main:574] : INFO : Epoch 1699 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2184.82 ms [2021-11-21 15:36:01 main:574] : INFO : Epoch 1700 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2206.04 ms [2021-11-21 15:36:03 main:574] : INFO : Epoch 1701 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2214.37 ms [2021-11-21 15:36:06 main:574] : INFO : Epoch 1702 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2201.01 ms [2021-11-21 15:36:08 main:574] : INFO : Epoch 1703 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2196.14 ms [2021-11-21 15:36:10 main:574] : INFO : Epoch 1704 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2212.57 ms [2021-11-21 15:36:12 main:574] : INFO : Epoch 1705 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2221.58 ms [2021-11-21 15:36:15 main:574] : INFO : Epoch 1706 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2196.62 ms [2021-11-21 15:36:17 main:574] : INFO : Epoch 1707 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2197.42 ms [2021-11-21 15:36:19 main:574] : INFO : Epoch 1708 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 2235.36 ms [2021-11-21 15:36:21 main:574] : INFO : Epoch 1709 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2199.97 ms [2021-11-21 15:36:23 main:574] : INFO : Epoch 1710 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2194.35 ms [2021-11-21 15:36:26 main:574] : INFO : Epoch 1711 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2198.39 ms [2021-11-21 15:36:28 main:574] : INFO : Epoch 1712 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2213.57 ms [2021-11-21 15:36:30 main:574] : INFO : Epoch 1713 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2183.03 ms [2021-11-21 15:36:32 main:574] : INFO : Epoch 1714 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2229.79 ms [2021-11-21 15:36:34 main:574] : INFO : Epoch 1715 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2187.69 ms [2021-11-21 15:36:37 main:574] : INFO : Epoch 1716 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2224.7 ms [2021-11-21 15:36:39 main:574] : INFO : Epoch 1717 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2197.36 ms [2021-11-21 15:36:41 main:574] : INFO : Epoch 1718 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2214.6 ms [2021-11-21 15:36:43 main:574] : INFO : Epoch 1719 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2198.94 ms [2021-11-21 15:36:45 main:574] : INFO : Epoch 1720 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 2203.75 ms [2021-11-21 15:36:48 main:574] : INFO : Epoch 1721 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2203.75 ms [2021-11-21 15:36:50 main:574] : INFO : Epoch 1722 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2224.88 ms [2021-11-21 15:36:52 main:574] : INFO : Epoch 1723 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2211.4 ms [2021-11-21 15:36:54 main:574] : INFO : Epoch 1724 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2217.84 ms [2021-11-21 15:36:57 main:574] : INFO : Epoch 1725 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2217.09 ms [2021-11-21 15:36:59 main:574] : INFO : Epoch 1726 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2193.67 ms [2021-11-21 15:37:01 main:574] : INFO : Epoch 1727 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2209.04 ms [2021-11-21 15:37:03 main:574] : INFO : Epoch 1728 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2232.17 ms [2021-11-21 15:37:05 main:574] : INFO : Epoch 1729 | loss: 0.0312509 | val_loss: 0.0312531 | Time: 2197.03 ms [2021-11-21 15:37:08 main:574] : INFO : Epoch 1730 | loss: 0.031251 | val_loss: 0.0312509 | Time: 2212.79 ms [2021-11-21 15:37:10 main:574] : INFO : Epoch 1731 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 2245.24 ms [2021-11-21 15:37:12 main:574] : INFO : Epoch 1732 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2245.84 ms [2021-11-21 15:37:14 main:574] : INFO : Epoch 1733 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2181.93 ms [2021-11-21 15:37:16 main:574] : INFO : Epoch 1734 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 2192.13 ms [2021-11-21 15:37:19 main:574] : INFO : Epoch 1735 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2210.28 ms [2021-11-21 15:37:21 main:574] : INFO : Epoch 1736 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 2214.5 ms [2021-11-21 15:37:23 main:574] : INFO : Epoch 1737 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2199.09 ms [2021-11-21 15:37:25 main:574] : INFO : Epoch 1738 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2219.15 ms [2021-11-21 15:37:28 main:574] : INFO : Epoch 1739 | loss: 0.0312516 | val_loss: 0.0312528 | Time: 2220.33 ms [2021-11-21 15:37:30 main:574] : INFO : Epoch 1740 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2218.76 ms [2021-11-21 15:37:32 main:574] : INFO : Epoch 1741 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2160.63 ms [2021-11-21 15:37:34 main:574] : INFO : Epoch 1742 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2217.31 ms [2021-11-21 15:37:36 main:574] : INFO : Epoch 1743 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2185.16 ms [2021-11-21 15:37:39 main:574] : INFO : Epoch 1744 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2215.78 ms [2021-11-21 15:37:41 main:574] : INFO : Epoch 1745 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2227.48 ms [2021-11-21 15:37:43 main:574] : INFO : Epoch 1746 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 2201.18 ms [2021-11-21 15:37:45 main:574] : INFO : Epoch 1747 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2187.94 ms [2021-11-21 15:37:47 main:574] : INFO : Epoch 1748 | loss: 0.0312505 | val_loss: 0.031253 | Time: 2193.39 ms [2021-11-21 15:37:50 main:574] : INFO : Epoch 1749 | loss: 0.0312514 | val_loss: 0.031256 | Time: 2214.31 ms [2021-11-21 15:37:52 main:574] : INFO : Epoch 1750 | loss: 0.0312524 | val_loss: 0.0312505 | Time: 2202.92 ms [2021-11-21 15:37:54 main:574] : INFO : Epoch 1751 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 2195.34 ms [2021-11-21 15:37:56 main:574] : INFO : Epoch 1752 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 2218.47 ms [2021-11-21 15:37:58 main:574] : INFO : Epoch 1753 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2207.92 ms [2021-11-21 15:38:01 main:574] : INFO : Epoch 1754 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2199.34 ms [2021-11-21 15:38:03 main:574] : INFO : Epoch 1755 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2211.32 ms [2021-11-21 15:38:05 main:574] : INFO : Epoch 1756 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2185.42 ms [2021-11-21 15:38:07 main:574] : INFO : Epoch 1757 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2221.12 ms [2021-11-21 15:38:09 main:574] : INFO : Epoch 1758 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2219.81 ms [2021-11-21 15:38:12 main:574] : INFO : Epoch 1759 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2237.74 ms [2021-11-21 15:38:14 main:574] : INFO : Epoch 1760 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2196.96 ms [2021-11-21 15:38:16 main:574] : INFO : Epoch 1761 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2204.26 ms [2021-11-21 15:38:18 main:574] : INFO : Epoch 1762 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2231.28 ms [2021-11-21 15:38:21 main:574] : INFO : Epoch 1763 | loss: 0.0312504 | val_loss: 0.0312558 | Time: 2214.56 ms [2021-11-21 15:38:23 main:574] : INFO : Epoch 1764 | loss: 0.031253 | val_loss: 0.0312505 | Time: 2242.55 ms [2021-11-21 15:38:25 main:574] : INFO : Epoch 1765 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2211.27 ms [2021-11-21 15:38:27 main:574] : INFO : Epoch 1766 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 2208.94 ms [2021-11-21 15:38:29 main:574] : INFO : Epoch 1767 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2193.57 ms [2021-11-21 15:38:32 main:574] : INFO : Epoch 1768 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2192.65 ms [2021-11-21 15:38:34 main:574] : INFO : Epoch 1769 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2202.1 ms [2021-11-21 15:38:36 main:574] : INFO : Epoch 1770 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2205.97 ms [2021-11-21 15:38:38 main:574] : INFO : Epoch 1771 | loss: 0.0312499 | val_loss: 0.0312526 | Time: 2199.88 ms [2021-11-21 15:38:40 main:574] : INFO : Epoch 1772 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2223.44 ms [2021-11-21 15:38:43 main:574] : INFO : Epoch 1773 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 2196.84 ms [2021-11-21 15:38:45 main:574] : INFO : Epoch 1774 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2175.61 ms [2021-11-21 15:38:47 main:574] : INFO : Epoch 1775 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2204.21 ms [2021-11-21 15:38:49 main:574] : INFO : Epoch 1776 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2210.23 ms [2021-11-21 15:38:51 main:574] : INFO : Epoch 1777 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2201.37 ms [2021-11-21 15:38:54 main:574] : INFO : Epoch 1778 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 2184.19 ms [2021-11-21 15:38:56 main:574] : INFO : Epoch 1779 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2208.02 ms [2021-11-21 15:38:58 main:574] : INFO : Epoch 1780 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2185.38 ms [2021-11-21 15:39:00 main:574] : INFO : Epoch 1781 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 2205.88 ms [2021-11-21 15:39:02 main:574] : INFO : Epoch 1782 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2185.92 ms [2021-11-21 15:39:05 main:574] : INFO : Epoch 1783 | loss: 0.03125 | val_loss: 0.0312516 | Time: 2214.12 ms [2021-11-21 15:39:07 main:574] : INFO : Epoch 1784 | loss: 0.0312519 | val_loss: 0.0312502 | Time: 2190.06 ms [2021-11-21 15:39:09 main:574] : INFO : Epoch 1785 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2200.6 ms [2021-11-21 15:39:11 main:574] : INFO : Epoch 1786 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2216.78 ms [2021-11-21 15:39:14 main:574] : INFO : Epoch 1787 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2216.21 ms [2021-11-21 15:39:16 main:574] : INFO : Epoch 1788 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2190.05 ms [2021-11-21 15:39:18 main:574] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.03125 | Time: 2199.4 ms [2021-11-21 15:39:20 main:574] : INFO : Epoch 1790 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2194.98 ms [2021-11-21 15:39:22 main:574] : INFO : Epoch 1791 | loss: 0.03125 | val_loss: 0.03125 | Time: 2208.32 ms [2021-11-21 15:39:24 main:574] : INFO : Epoch 1792 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2165.75 ms [2021-11-21 15:39:27 main:574] : INFO : Epoch 1793 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2226.49 ms [2021-11-21 15:39:29 main:574] : INFO : Epoch 1794 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2235 ms [2021-11-21 15:39:31 main:574] : INFO : Epoch 1795 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2231.81 ms [2021-11-21 15:39:33 main:574] : INFO : Epoch 1796 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2210.18 ms [2021-11-21 15:39:36 main:574] : INFO : Epoch 1797 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2197.73 ms [2021-11-21 15:39:38 main:574] : INFO : Epoch 1798 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2220.56 ms [2021-11-21 15:39:40 main:574] : INFO : Epoch 1799 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2214.18 ms [2021-11-21 15:39:42 main:574] : INFO : Epoch 1800 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2187.58 ms [2021-11-21 15:39:44 main:574] : INFO : Epoch 1801 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2204.96 ms [2021-11-21 15:39:47 main:574] : INFO : Epoch 1802 | loss: 0.0312509 | val_loss: 0.0312543 | Time: 2222.92 ms [2021-11-21 15:39:49 main:574] : INFO : Epoch 1803 | loss: 0.0312519 | val_loss: 0.0312555 | Time: 2214.76 ms [2021-11-21 15:39:51 main:574] : INFO : Epoch 1804 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2195.86 ms [2021-11-21 15:39:53 main:574] : INFO : Epoch 1805 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2246.44 ms [2021-11-21 15:39:56 main:574] : INFO : Epoch 1806 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2197.09 ms [2021-11-21 15:39:58 main:574] : INFO : Epoch 1807 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2189.31 ms [2021-11-21 15:40:00 main:574] : INFO : Epoch 1808 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2206.03 ms [2021-11-21 15:40:02 main:574] : INFO : Epoch 1809 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2214.08 ms [2021-11-21 15:40:04 main:574] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2196.84 ms [2021-11-21 15:40:07 main:574] : INFO : Epoch 1811 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 2197.02 ms [2021-11-21 15:40:09 main:574] : INFO : Epoch 1812 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 2218.51 ms [2021-11-21 15:40:11 main:574] : INFO : Epoch 1813 | loss: 0.0312509 | val_loss: 0.0312546 | Time: 2181.9 ms [2021-11-21 15:40:13 main:574] : INFO : Epoch 1814 | loss: 0.0312516 | val_loss: 0.0312508 | Time: 2207.73 ms [2021-11-21 15:40:15 main:574] : INFO : Epoch 1815 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2180.36 ms [2021-11-21 15:40:18 main:574] : INFO : Epoch 1816 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2198.17 ms [2021-11-21 15:40:20 main:574] : INFO : Epoch 1817 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2200.17 ms [2021-11-21 15:40:22 main:574] : INFO : Epoch 1818 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2182.98 ms [2021-11-21 15:40:24 main:574] : INFO : Epoch 1819 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2184.34 ms [2021-11-21 15:40:26 main:574] : INFO : Epoch 1820 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2226.59 ms [2021-11-21 15:40:29 main:574] : INFO : Epoch 1821 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2190.49 ms [2021-11-21 15:40:31 main:574] : INFO : Epoch 1822 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2211.49 ms [2021-11-21 15:40:33 main:574] : INFO : Epoch 1823 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2165.29 ms [2021-11-21 15:40:35 main:574] : INFO : Epoch 1824 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 2233.13 ms [2021-11-21 15:40:37 main:574] : INFO : Epoch 1825 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2189.15 ms [2021-11-21 15:40:40 main:574] : INFO : Epoch 1826 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2200.62 ms [2021-11-21 15:40:42 main:574] : INFO : Epoch 1827 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2181.04 ms [2021-11-21 15:40:44 main:574] : INFO : Epoch 1828 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2217.23 ms [2021-11-21 15:40:46 main:574] : INFO : Epoch 1829 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 2198.95 ms [2021-11-21 15:40:48 main:574] : INFO : Epoch 1830 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2234.11 ms [2021-11-21 15:40:51 main:574] : INFO : Epoch 1831 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2191.06 ms [2021-11-21 15:40:53 main:574] : INFO : Epoch 1832 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2207.88 ms [2021-11-21 15:40:55 main:574] : INFO : Epoch 1833 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2180.58 ms [2021-11-21 15:40:57 main:574] : INFO : Epoch 1834 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2225.83 ms [2021-11-21 15:40:59 main:574] : INFO : Epoch 1835 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2200.97 ms [2021-11-21 15:41:02 main:574] : INFO : Epoch 1836 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2222.59 ms [2021-11-21 15:41:04 main:574] : INFO : Epoch 1837 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2182.84 ms [2021-11-21 15:41:06 main:574] : INFO : Epoch 1838 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2207.65 ms [2021-11-21 15:41:08 main:574] : INFO : Epoch 1839 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2229.73 ms [2021-11-21 15:41:10 main:574] : INFO : Epoch 1840 | loss: 0.0312581 | val_loss: 0.0312592 | Time: 2211.56 ms [2021-11-21 15:41:13 main:574] : INFO : Epoch 1841 | loss: 0.0312533 | val_loss: 0.0312529 | Time: 2161.48 ms [2021-11-21 15:41:15 main:574] : INFO : Epoch 1842 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 2195.54 ms [2021-11-21 15:41:17 main:574] : INFO : Epoch 1843 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2176.95 ms [2021-11-21 15:41:19 main:574] : INFO : Epoch 1844 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2215.61 ms [2021-11-21 15:41:21 main:574] : INFO : Epoch 1845 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2199.08 ms [2021-11-21 15:41:24 main:574] : INFO : Epoch 1846 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2205.72 ms [2021-11-21 15:41:26 main:574] : INFO : Epoch 1847 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2215.65 ms [2021-11-21 15:41:28 main:574] : INFO : Epoch 1848 | loss: 0.03125 | val_loss: 0.031251 | Time: 2216.14 ms [2021-11-21 15:41:30 main:574] : INFO : Epoch 1849 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2173.36 ms [2021-11-21 15:41:32 main:574] : INFO : Epoch 1850 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2212.74 ms [2021-11-21 15:41:35 main:574] : INFO : Epoch 1851 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2203.1 ms [2021-11-21 15:41:37 main:574] : INFO : Epoch 1852 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2188.1 ms [2021-11-21 15:41:39 main:574] : INFO : Epoch 1853 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2208.36 ms [2021-11-21 15:41:41 main:574] : INFO : Epoch 1854 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 2246.01 ms [2021-11-21 15:41:44 main:574] : INFO : Epoch 1855 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 2198.33 ms [2021-11-21 15:41:46 main:574] : INFO : Epoch 1856 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2188.56 ms [2021-11-21 15:41:48 main:574] : INFO : Epoch 1857 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2165.22 ms [2021-11-21 15:41:50 main:574] : INFO : Epoch 1858 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2209.24 ms [2021-11-21 15:41:52 main:574] : INFO : Epoch 1859 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2171.34 ms [2021-11-21 15:41:55 main:574] : INFO : Epoch 1860 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2214.84 ms [2021-11-21 15:41:57 main:574] : INFO : Epoch 1861 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 2207.5 ms [2021-11-21 15:41:59 main:574] : INFO : Epoch 1862 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 2234.57 ms [2021-11-21 15:42:01 main:574] : INFO : Epoch 1863 | loss: 0.031251 | val_loss: 0.0312536 | Time: 2228.01 ms [2021-11-21 15:42:03 main:574] : INFO : Epoch 1864 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 2199.76 ms [2021-11-21 15:42:06 main:574] : INFO : Epoch 1865 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2206.17 ms [2021-11-21 15:42:08 main:574] : INFO : Epoch 1866 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2199.33 ms [2021-11-21 15:42:10 main:574] : INFO : Epoch 1867 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2200.35 ms [2021-11-21 15:42:12 main:574] : INFO : Epoch 1868 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2232.83 ms [2021-11-21 15:42:14 main:574] : INFO : Epoch 1869 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2184.95 ms [2021-11-21 15:42:17 main:574] : INFO : Epoch 1870 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2219.71 ms [2021-11-21 15:42:19 main:574] : INFO : Epoch 1871 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2182.86 ms [2021-11-21 15:42:21 main:574] : INFO : Epoch 1872 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2210.54 ms [2021-11-21 15:42:23 main:574] : INFO : Epoch 1873 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2183.37 ms [2021-11-21 15:42:25 main:574] : INFO : Epoch 1874 | loss: 0.0312511 | val_loss: 0.0312522 | Time: 2193.89 ms [2021-11-21 15:42:28 main:574] : INFO : Epoch 1875 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2190.17 ms [2021-11-21 15:42:30 main:574] : INFO : Epoch 1876 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2198.62 ms [2021-11-21 15:42:32 main:574] : INFO : Epoch 1877 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 2204.51 ms [2021-11-21 15:42:34 main:574] : INFO : Epoch 1878 | loss: 0.031251 | val_loss: 0.031251 | Time: 2225.48 ms [2021-11-21 15:42:36 main:574] : INFO : Epoch 1879 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2191.82 ms [2021-11-21 15:42:39 main:574] : INFO : Epoch 1880 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2236.25 ms [2021-11-21 15:42:41 main:574] : INFO : Epoch 1881 | loss: 0.0312506 | val_loss: 0.0312525 | Time: 2214.49 ms [2021-11-21 15:42:43 main:574] : INFO : Epoch 1882 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2209.42 ms [2021-11-21 15:42:45 main:574] : INFO : Epoch 1883 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2210.32 ms [2021-11-21 15:42:48 main:574] : INFO : Epoch 1884 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2223.27 ms [2021-11-21 15:42:50 main:574] : INFO : Epoch 1885 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2181.56 ms [2021-11-21 15:42:52 main:574] : INFO : Epoch 1886 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2204.75 ms [2021-11-21 15:42:54 main:574] : INFO : Epoch 1887 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2192.25 ms [2021-11-21 15:42:56 main:574] : INFO : Epoch 1888 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2205.19 ms [2021-11-21 15:42:59 main:574] : INFO : Epoch 1889 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2191.56 ms [2021-11-21 15:43:01 main:574] : INFO : Epoch 1890 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 2232.55 ms [2021-11-21 15:43:03 main:574] : INFO : Epoch 1891 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2224.41 ms [2021-11-21 15:43:05 main:574] : INFO : Epoch 1892 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2221.1 ms [2021-11-21 15:43:07 main:574] : INFO : Epoch 1893 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 2201.06 ms [2021-11-21 15:43:10 main:574] : INFO : Epoch 1894 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2199.86 ms [2021-11-21 15:43:12 main:574] : INFO : Epoch 1895 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2197.5 ms [2021-11-21 15:43:14 main:574] : INFO : Epoch 1896 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 2212.01 ms [2021-11-21 15:43:16 main:574] : INFO : Epoch 1897 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2185.03 ms [2021-11-21 15:43:18 main:574] : INFO : Epoch 1898 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2228.04 ms [2021-11-21 15:43:21 main:574] : INFO : Epoch 1899 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2215.55 ms [2021-11-21 15:43:23 main:574] : INFO : Epoch 1900 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 2201.52 ms [2021-11-21 15:43:25 main:574] : INFO : Epoch 1901 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 2210.02 ms [2021-11-21 15:43:27 main:574] : INFO : Epoch 1902 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2201.48 ms [2021-11-21 15:43:30 main:574] : INFO : Epoch 1903 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2214.34 ms [2021-11-21 15:43:32 main:574] : INFO : Epoch 1904 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2175.79 ms [2021-11-21 15:43:34 main:574] : INFO : Epoch 1905 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2237.01 ms [2021-11-21 15:43:36 main:574] : INFO : Epoch 1906 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2217.95 ms [2021-11-21 15:43:38 main:574] : INFO : Epoch 1907 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2197.37 ms [2021-11-21 15:43:41 main:574] : INFO : Epoch 1908 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2190.34 ms [2021-11-21 15:43:43 main:574] : INFO : Epoch 1909 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2213.71 ms [2021-11-21 15:43:45 main:574] : INFO : Epoch 1910 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2221.9 ms [2021-11-21 15:43:47 main:574] : INFO : Epoch 1911 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 2160.98 ms [2021-11-21 15:43:49 main:574] : INFO : Epoch 1912 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2188.68 ms [2021-11-21 15:43:52 main:574] : INFO : Epoch 1913 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2220.62 ms [2021-11-21 15:43:54 main:574] : INFO : Epoch 1914 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2230.59 ms [2021-11-21 15:43:56 main:574] : INFO : Epoch 1915 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2203.02 ms [2021-11-21 15:43:58 main:574] : INFO : Epoch 1916 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 2188.36 ms [2021-11-21 15:44:00 main:574] : INFO : Epoch 1917 | loss: 0.0312504 | val_loss: 0.0312528 | Time: 2205.68 ms [2021-11-21 15:44:03 main:574] : INFO : Epoch 1918 | loss: 0.031251 | val_loss: 0.0312519 | Time: 2177.27 ms [2021-11-21 15:44:05 main:574] : INFO : Epoch 1919 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2197.87 ms [2021-11-21 15:44:07 main:574] : INFO : Epoch 1920 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2202.03 ms [2021-11-21 15:44:09 main:574] : INFO : Epoch 1921 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2201.09 ms [2021-11-21 15:44:11 main:574] : INFO : Epoch 1922 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2196.77 ms [2021-11-21 15:44:14 main:574] : INFO : Epoch 1923 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2208.94 ms [2021-11-21 15:44:16 main:574] : INFO : Epoch 1924 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 2215.09 ms [2021-11-21 15:44:18 main:574] : INFO : Epoch 1925 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2213.63 ms [2021-11-21 15:44:20 main:574] : INFO : Epoch 1926 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2158.17 ms [2021-11-21 15:44:22 main:574] : INFO : Epoch 1927 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2225.3 ms [2021-11-21 15:44:25 main:574] : INFO : Epoch 1928 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2212.77 ms [2021-11-21 15:44:27 main:574] : INFO : Epoch 1929 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2212.03 ms [2021-11-21 15:44:29 main:574] : INFO : Epoch 1930 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2155.85 ms [2021-11-21 15:44:31 main:574] : INFO : Epoch 1931 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2195.66 ms [2021-11-21 15:44:33 main:574] : INFO : Epoch 1932 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2194.33 ms [2021-11-21 15:44:36 main:574] : INFO : Epoch 1933 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2197.77 ms [2021-11-21 15:44:38 main:574] : INFO : Epoch 1934 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2183.51 ms [2021-11-21 15:44:40 main:574] : INFO : Epoch 1935 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2211.18 ms [2021-11-21 15:44:42 main:574] : INFO : Epoch 1936 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2232.68 ms [2021-11-21 15:44:44 main:574] : INFO : Epoch 1937 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2176.15 ms [2021-11-21 15:44:47 main:574] : INFO : Epoch 1938 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 2168.51 ms [2021-11-21 15:44:49 main:574] : INFO : Epoch 1939 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2203.05 ms [2021-11-21 15:44:51 main:574] : INFO : Epoch 1940 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2218.78 ms [2021-11-21 15:44:53 main:574] : INFO : Epoch 1941 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2176.03 ms [2021-11-21 15:44:55 main:574] : INFO : Epoch 1942 | loss: 0.0312509 | val_loss: 0.0312533 | Time: 2183.19 ms [2021-11-21 15:44:58 main:574] : INFO : Epoch 1943 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2195.47 ms [2021-11-21 15:45:00 main:574] : INFO : Epoch 1944 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2195.65 ms [2021-11-21 15:45:02 main:574] : INFO : Epoch 1945 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2198.33 ms [2021-11-21 15:45:04 main:574] : INFO : Epoch 1946 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2199.14 ms [2021-11-21 15:45:06 main:574] : INFO : Epoch 1947 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2201.46 ms [2021-11-21 15:45:09 main:574] : INFO : Epoch 1948 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2193.04 ms [2021-11-21 15:45:11 main:574] : INFO : Epoch 1949 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2191.68 ms [2021-11-21 15:45:13 main:574] : INFO : Epoch 1950 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2169.35 ms [2021-11-21 15:45:15 main:574] : INFO : Epoch 1951 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2217.74 ms [2021-11-21 15:45:17 main:574] : INFO : Epoch 1952 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2219.19 ms [2021-11-21 15:45:20 main:574] : INFO : Epoch 1953 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2186.4 ms [2021-11-21 15:45:22 main:574] : INFO : Epoch 1954 | loss: 0.0312511 | val_loss: 0.0312522 | Time: 2166.85 ms [2021-11-21 15:45:24 main:574] : INFO : Epoch 1955 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2211.19 ms [2021-11-21 15:45:26 main:574] : INFO : Epoch 1956 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2196.1 ms [2021-11-21 15:45:28 main:574] : INFO : Epoch 1957 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 2212 ms [2021-11-21 15:45:31 main:574] : INFO : Epoch 1958 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2211.29 ms [2021-11-21 15:45:33 main:574] : INFO : Epoch 1959 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2233.9 ms [2021-11-21 15:45:35 main:574] : INFO : Epoch 1960 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2198.91 ms [2021-11-21 15:45:37 main:574] : INFO : Epoch 1961 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2204.57 ms [2021-11-21 15:45:39 main:574] : INFO : Epoch 1962 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 2182.64 ms [2021-11-21 15:45:42 main:574] : INFO : Epoch 1963 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 2200.45 ms [2021-11-21 15:45:44 main:574] : INFO : Epoch 1964 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2214.74 ms [2021-11-21 15:45:46 main:574] : INFO : Epoch 1965 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2213.59 ms [2021-11-21 15:45:48 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2234.76 ms [2021-11-21 15:45:51 main:574] : INFO : Epoch 1967 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 2186.04 ms [2021-11-21 15:45:53 main:574] : INFO : Epoch 1968 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2198.7 ms [2021-11-21 15:45:55 main:574] : INFO : Epoch 1969 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2192.65 ms [2021-11-21 15:45:57 main:574] : INFO : Epoch 1970 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2203.95 ms [2021-11-21 15:45:59 main:574] : INFO : Epoch 1971 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2203.37 ms [2021-11-21 15:46:02 main:574] : INFO : Epoch 1972 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 2203.79 ms [2021-11-21 15:46:04 main:574] : INFO : Epoch 1973 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2187.74 ms [2021-11-21 15:46:06 main:574] : INFO : Epoch 1974 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2206.41 ms [2021-11-21 15:46:08 main:574] : INFO : Epoch 1975 | loss: 0.0312525 | val_loss: 0.0312558 | Time: 2173.63 ms [2021-11-21 15:46:10 main:574] : INFO : Epoch 1976 | loss: 0.0312526 | val_loss: 0.0312535 | Time: 2198.45 ms [2021-11-21 15:46:13 main:574] : INFO : Epoch 1977 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 2236.45 ms [2021-11-21 15:46:15 main:574] : INFO : Epoch 1978 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2208.44 ms [2021-11-21 15:46:17 main:574] : INFO : Epoch 1979 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2203.61 ms [2021-11-21 15:46:19 main:574] : INFO : Epoch 1980 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2182.45 ms [2021-11-21 15:46:21 main:574] : INFO : Epoch 1981 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2235.07 ms [2021-11-21 15:46:24 main:574] : INFO : Epoch 1982 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2192.92 ms [2021-11-21 15:46:26 main:574] : INFO : Epoch 1983 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2202.1 ms [2021-11-21 15:46:28 main:574] : INFO : Epoch 1984 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2194.11 ms [2021-11-21 15:46:30 main:574] : INFO : Epoch 1985 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2194.58 ms [2021-11-21 15:46:32 main:574] : INFO : Epoch 1986 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2177.51 ms [2021-11-21 15:46:35 main:574] : INFO : Epoch 1987 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2207.6 ms [2021-11-21 15:46:37 main:574] : INFO : Epoch 1988 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2189.84 ms [2021-11-21 15:46:39 main:574] : INFO : Epoch 1989 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2202.79 ms [2021-11-21 15:46:41 main:574] : INFO : Epoch 1990 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2185.05 ms [2021-11-21 15:46:43 main:574] : INFO : Epoch 1991 | loss: 0.0312523 | val_loss: 0.0312529 | Time: 2208.35 ms [2021-11-21 15:46:46 main:574] : INFO : Epoch 1992 | loss: 0.0312514 | val_loss: 0.03125 | Time: 2208.67 ms [2021-11-21 15:46:48 main:574] : INFO : Epoch 1993 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2220.79 ms [2021-11-21 15:46:50 main:574] : INFO : Epoch 1994 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2175.15 ms [2021-11-21 15:46:52 main:574] : INFO : Epoch 1995 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2214.97 ms [2021-11-21 15:46:54 main:574] : INFO : Epoch 1996 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2212.09 ms [2021-11-21 15:46:57 main:574] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2201.21 ms [2021-11-21 15:46:59 main:574] : INFO : Epoch 1998 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2178.64 ms [2021-11-21 15:47:01 main:574] : INFO : Epoch 1999 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2217.74 ms [2021-11-21 15:47:03 main:574] : INFO : Epoch 2000 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2204.94 ms [2021-11-21 15:47:05 main:574] : INFO : Epoch 2001 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2181.82 ms [2021-11-21 15:47:08 main:574] : INFO : Epoch 2002 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2162.52 ms [2021-11-21 15:47:10 main:574] : INFO : Epoch 2003 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 2241.73 ms [2021-11-21 15:47:12 main:574] : INFO : Epoch 2004 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2196.43 ms [2021-11-21 15:47:14 main:574] : INFO : Epoch 2005 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2180.73 ms [2021-11-21 15:47:16 main:574] : INFO : Epoch 2006 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2170.98 ms [2021-11-21 15:47:19 main:574] : INFO : Epoch 2007 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2227.79 ms [2021-11-21 15:47:21 main:574] : INFO : Epoch 2008 | loss: 0.03125 | val_loss: 0.0312518 | Time: 2196.19 ms [2021-11-21 15:47:23 main:574] : INFO : Epoch 2009 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2213.8 ms [2021-11-21 15:47:25 main:574] : INFO : Epoch 2010 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2211.25 ms [2021-11-21 15:47:27 main:574] : INFO : Epoch 2011 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2193.11 ms [2021-11-21 15:47:30 main:574] : INFO : Epoch 2012 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 2193.38 ms [2021-11-21 15:47:32 main:574] : INFO : Epoch 2013 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 2152.58 ms [2021-11-21 15:47:33 main:574] : INFO : Epoch 2014 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1445.32 ms [2021-11-21 15:47:35 main:574] : INFO : Epoch 2015 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1491.6 ms [2021-11-21 15:47:36 main:574] : INFO : Epoch 2016 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1511.53 ms [2021-11-21 15:47:38 main:574] : INFO : Epoch 2017 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1524.66 ms [2021-11-21 15:47:39 main:574] : INFO : Epoch 2018 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1476.76 ms [2021-11-21 15:47:41 main:574] : INFO : Epoch 2019 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1538.87 ms [2021-11-21 15:47:42 main:574] : INFO : Epoch 2020 | loss: 0.03125 | val_loss: 0.031251 | Time: 1500.83 ms [2021-11-21 15:47:44 main:574] : INFO : Epoch 2021 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1601.73 ms [2021-11-21 15:47:46 main:574] : INFO : Epoch 2022 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2194.14 ms [2021-11-21 15:47:48 main:574] : INFO : Epoch 2023 | loss: 0.0312514 | val_loss: 0.0312516 | Time: 2229.18 ms [2021-11-21 15:47:51 main:574] : INFO : Epoch 2024 | loss: 0.0312582 | val_loss: 0.0313091 | Time: 2206.95 ms [2021-11-21 15:47:53 main:574] : INFO : Epoch 2025 | loss: 0.0422514 | val_loss: 0.0368548 | Time: 2208.61 ms [2021-11-21 15:47:55 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 2196.29 ms [2021-11-21 15:47:57 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 2186.52 ms [2021-11-21 15:47:59 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 2193.88 ms [2021-11-21 15:48:02 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 2210.22 ms [2021-11-21 15:48:04 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 2185.14 ms [2021-11-21 15:48:06 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 2209.27 ms [2021-11-21 15:48:08 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 2194.63 ms [2021-11-21 15:48:10 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 2198.34 ms [2021-11-21 15:48:13 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 2159.87 ms [2021-11-21 15:48:15 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 2224.2 ms [2021-11-21 15:48:17 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 2183.17 ms [2021-11-21 15:48:19 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 2201.26 ms [2021-11-21 15:48:21 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 2194.38 ms [2021-11-21 15:48:24 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 2204.5 ms [2021-11-21 15:48:26 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 2208.13 ms [2021-11-21 15:48:28 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 2204.97 ms [2021-11-21 15:48:30 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 2203.63 ms [2021-11-21 15:48:32 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 2222.73 ms [2021-11-21 15:48:35 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 2180.02 ms [2021-11-21 15:48:37 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 2164.4 ms [2021-11-21 15:48:39 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 2182.09 ms [2021-11-21 15:48:41 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 2204.55 ms [2021-11-21 15:48:43 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 2222.31 ms [2021-11-21 15:48:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-11-21 15:48:43 main:603] : INFO : Saving end state to config to file [2021-11-21 15:48:43 main:608] : INFO : Success, exiting.. 15:48:43 (11824): 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)