Task 3740995
| Name | ParityModified-1611091922-16419-1_0 |
| Workunit | 1922218 |
| Created | 20 Jan 2021, 5:49:56 UTC |
| Sent | 22 Jan 2021, 5:19:51 UTC |
| Report deadline | 29 Jan 2021, 5:19:51 UTC |
| Received | 22 Jan 2021, 7:20:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 1 hours 20 min 10 sec |
| CPU time | 1 hours 10 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.031128 | val_loss: 0.0311528 | Time: 2407.38 ms [2021-01-21 22:30:17 main:574] : INFO : Epoch 1543 | loss: 0.0311244 | val_loss: 0.0311551 | Time: 2174.07 ms [2021-01-21 22:30:20 main:574] : INFO : Epoch 1544 | loss: 0.0311204 | val_loss: 0.0311517 | Time: 2307.06 ms [2021-01-21 22:30:22 main:574] : INFO : Epoch 1545 | loss: 0.0311173 | val_loss: 0.0311487 | Time: 2349.08 ms [2021-01-21 22:30:25 main:574] : INFO : Epoch 1546 | loss: 0.0311173 | val_loss: 0.031152 | Time: 2162.74 ms [2021-01-21 22:30:27 main:574] : INFO : Epoch 1547 | loss: 0.0311167 | val_loss: 0.0311516 | Time: 2256.5 ms [2021-01-21 22:30:29 main:574] : INFO : Epoch 1548 | loss: 0.0311162 | val_loss: 0.0311521 | Time: 2332.22 ms [2021-01-21 22:30:32 main:574] : INFO : Epoch 1549 | loss: 0.0311132 | val_loss: 0.031148 | Time: 2344.49 ms [2021-01-21 22:30:34 main:574] : INFO : Epoch 1550 | loss: 0.0311132 | val_loss: 0.0311496 | Time: 2303.48 ms [2021-01-21 22:30:37 main:574] : INFO : Epoch 1551 | loss: 0.0311116 | val_loss: 0.0311535 | Time: 2285.92 ms [2021-01-21 22:30:39 main:574] : INFO : Epoch 1552 | loss: 0.0311134 | val_loss: 0.0311475 | Time: 2249.87 ms [2021-01-21 22:30:41 main:574] : INFO : Epoch 1553 | loss: 0.0311122 | val_loss: 0.0311499 | Time: 2152.03 ms [2021-01-21 22:30:43 main:574] : INFO : Epoch 1554 | loss: 0.0311106 | val_loss: 0.0311474 | Time: 2143.59 ms [2021-01-21 22:30:46 main:574] : INFO : Epoch 1555 | loss: 0.0311095 | val_loss: 0.0311463 | Time: 2314.76 ms [2021-01-21 22:30:48 main:574] : INFO : Epoch 1556 | loss: 0.0311123 | val_loss: 0.0311561 | Time: 2294.53 ms [2021-01-21 22:30:50 main:574] : INFO : Epoch 1557 | loss: 0.0311125 | val_loss: 0.0311504 | Time: 2208.67 ms [2021-01-21 22:30:52 main:574] : INFO : Epoch 1558 | loss: 0.031111 | val_loss: 0.0311528 | Time: 2192.05 ms [2021-01-21 22:30:55 main:574] : INFO : Epoch 1559 | loss: 0.031112 | val_loss: 0.0311505 | Time: 2297.65 ms [2021-01-21 22:30:57 main:574] : INFO : Epoch 1560 | loss: 0.0311191 | val_loss: 0.0311496 | Time: 2198.83 ms [2021-01-21 22:30:59 main:574] : INFO : Epoch 1561 | loss: 0.0311181 | val_loss: 0.0311475 | Time: 2201.93 ms [2021-01-21 22:31:02 main:574] : INFO : Epoch 1562 | loss: 0.031114 | val_loss: 0.0311499 | Time: 2222.15 ms [2021-01-21 22:31:04 main:574] : INFO : Epoch 1563 | loss: 0.0311127 | val_loss: 0.0311491 | Time: 2322.87 ms [2021-01-21 22:31:06 main:574] : INFO : Epoch 1564 | loss: 0.0311108 | val_loss: 0.0311509 | Time: 2212.39 ms [2021-01-21 22:31:09 main:574] : INFO : Epoch 1565 | loss: 0.0311097 | val_loss: 0.0311528 | Time: 2238.48 ms [2021-01-21 22:31:11 main:574] : INFO : Epoch 1566 | loss: 0.0311085 | val_loss: 0.0311555 | Time: 2223.41 ms [2021-01-21 22:31:13 main:574] : INFO : Epoch 1567 | loss: 0.0311072 | val_loss: 0.0311488 | Time: 2290.56 ms [2021-01-21 22:31:15 main:574] : INFO : Epoch 1568 | loss: 0.0311088 | val_loss: 0.0311508 | Time: 2169.85 ms [2021-01-21 22:31:18 main:574] : INFO : Epoch 1569 | loss: 0.031107 | val_loss: 0.0311452 | Time: 2225.57 ms [2021-01-21 22:31:20 main:574] : INFO : Epoch 1570 | loss: 0.031111 | val_loss: 0.031152 | Time: 2362.2 ms [2021-01-21 22:31:22 main:574] : INFO : Epoch 1571 | loss: 0.0311113 | val_loss: 0.03115 | Time: 2197.45 ms [2021-01-21 22:31:25 main:574] : INFO : Epoch 1572 | loss: 0.0311081 | val_loss: 0.0311535 | Time: 2196.1 ms [2021-01-21 22:31:27 main:574] : INFO : Epoch 1573 | loss: 0.0311069 | val_loss: 0.031149 | Time: 2237.56 ms [2021-01-21 22:31:29 main:574] : INFO : Epoch 1574 | loss: 0.0311096 | val_loss: 0.0311517 | Time: 2163.11 ms [2021-01-21 22:31:31 main:574] : INFO : Epoch 1575 | loss: 0.0311106 | val_loss: 0.0311565 | Time: 2211.34 ms [2021-01-21 22:31:34 main:574] : INFO : Epoch 1576 | loss: 0.0311109 | val_loss: 0.0311492 | Time: 2182.21 ms [2021-01-21 22:31:36 main:574] : INFO : Epoch 1577 | loss: 0.0311228 | val_loss: 0.0311491 | Time: 2284.12 ms [2021-01-21 22:31:38 main:574] : INFO : Epoch 1578 | loss: 0.03112 | val_loss: 0.031151 | Time: 2308.36 ms [2021-01-21 22:31:41 main:574] : INFO : Epoch 1579 | loss: 0.0311188 | val_loss: 0.0311471 | Time: 2290.27 ms [2021-01-21 22:31:43 main:574] : INFO : Epoch 1580 | loss: 0.0311139 | val_loss: 0.0311494 | Time: 2319.36 ms [2021-01-21 22:31:46 main:574] : INFO : Epoch 1581 | loss: 0.031114 | val_loss: 0.0311476 | Time: 2438.52 ms [2021-01-21 22:31:48 main:574] : INFO : Epoch 1582 | loss: 0.0311131 | val_loss: 0.0311528 | Time: 2306.31 ms [2021-01-21 22:31:50 main:574] : INFO : Epoch 1583 | loss: 0.0311121 | val_loss: 0.0311557 | Time: 2226.59 ms [2021-01-21 22:31:53 main:574] : INFO : Epoch 1584 | loss: 0.031114 | val_loss: 0.0311514 | Time: 2264.46 ms [2021-01-21 22:31:55 main:574] : INFO : Epoch 1585 | loss: 0.0311115 | val_loss: 0.0311502 | Time: 2263.66 ms [2021-01-21 22:31:57 main:574] : INFO : Epoch 1586 | loss: 0.0311104 | val_loss: 0.0311465 | Time: 2307.69 ms [2021-01-21 22:32:00 main:574] : INFO : Epoch 1587 | loss: 0.0311131 | val_loss: 0.0311499 | Time: 2271.31 ms [2021-01-21 22:32:02 main:574] : INFO : Epoch 1588 | loss: 0.0311196 | val_loss: 0.0311505 | Time: 2210.94 ms [2021-01-21 22:32:04 main:574] : INFO : Epoch 1589 | loss: 0.0311151 | val_loss: 0.031151 | Time: 2291.81 ms [2021-01-21 22:32:07 main:574] : INFO : Epoch 1590 | loss: 0.0311123 | val_loss: 0.0311518 | Time: 2199.17 ms [2021-01-21 22:32:09 main:574] : INFO : Epoch 1591 | loss: 0.0311119 | val_loss: 0.0311499 | Time: 2293.26 ms [2021-01-21 22:32:11 main:574] : INFO : Epoch 1592 | loss: 0.0311092 | val_loss: 0.031148 | Time: 2229.4 ms [2021-01-21 22:32:13 main:574] : INFO : Epoch 1593 | loss: 0.0311094 | val_loss: 0.0311514 | Time: 2227.07 ms [2021-01-21 22:32:16 main:574] : INFO : Epoch 1594 | loss: 0.0311113 | val_loss: 0.0311561 | Time: 2311.87 ms [2021-01-21 22:32:18 main:574] : INFO : Epoch 1595 | loss: 0.0311122 | val_loss: 0.0311514 | Time: 2271.82 ms [2021-01-21 22:32:20 main:574] : INFO : Epoch 1596 | loss: 0.0311111 | val_loss: 0.0311504 | Time: 2292.53 ms [2021-01-21 22:32:23 main:574] : INFO : Epoch 1597 | loss: 0.0311096 | val_loss: 0.0311602 | Time: 2194.66 ms [2021-01-21 22:32:25 main:574] : INFO : Epoch 1598 | loss: 0.0311105 | val_loss: 0.0311666 | Time: 2252.21 ms [2021-01-21 22:32:27 main:574] : INFO : Epoch 1599 | loss: 0.0311117 | val_loss: 0.0311531 | Time: 2263.89 ms [2021-01-21 22:32:30 main:574] : INFO : Epoch 1600 | loss: 0.0311112 | val_loss: 0.0311491 | Time: 2404.62 ms [2021-01-21 22:32:32 main:574] : INFO : Epoch 1601 | loss: 0.0311065 | val_loss: 0.0311533 | Time: 2144.62 ms [2021-01-21 22:32:34 main:574] : INFO : Epoch 1602 | loss: 0.0311062 | val_loss: 0.0311496 | Time: 2311.39 ms [2021-01-21 22:32:37 main:574] : INFO : Epoch 1603 | loss: 0.0311043 | val_loss: 0.0311509 | Time: 2310.67 ms [2021-01-21 22:32:39 main:574] : INFO : Epoch 1604 | loss: 0.0311046 | val_loss: 0.0311506 | Time: 2405.5 ms [2021-01-21 22:32:41 main:574] : INFO : Epoch 1605 | loss: 0.0311101 | val_loss: 0.0311547 | Time: 2259.58 ms [2021-01-21 22:32:44 main:574] : INFO : Epoch 1606 | loss: 0.0311105 | val_loss: 0.03115 | Time: 2149.64 ms [2021-01-21 22:32:46 main:574] : INFO : Epoch 1607 | loss: 0.0311067 | val_loss: 0.0311514 | Time: 2227.72 ms [2021-01-21 22:32:48 main:574] : INFO : Epoch 1608 | loss: 0.0311059 | val_loss: 0.0311551 | Time: 2352.74 ms [2021-01-21 22:32:51 main:574] : INFO : Epoch 1609 | loss: 0.0311047 | val_loss: 0.0311419 | Time: 2226.02 ms [2021-01-21 22:32:53 main:574] : INFO : Epoch 1610 | loss: 0.031106 | val_loss: 0.0311539 | Time: 2187.6 ms [2021-01-21 22:32:55 main:574] : INFO : Epoch 1611 | loss: 0.0311107 | val_loss: 0.0311511 | Time: 2294.76 ms [2021-01-21 22:32:58 main:574] : INFO : Epoch 1612 | loss: 0.031113 | val_loss: 0.0311506 | Time: 2339.86 ms [2021-01-21 22:33:00 main:574] : INFO : Epoch 1613 | loss: 0.0311082 | val_loss: 0.031154 | Time: 2335.17 ms [2021-01-21 22:33:02 main:574] : INFO : Epoch 1614 | loss: 0.0311083 | val_loss: 0.031151 | Time: 2276.18 ms [2021-01-21 22:33:05 main:574] : INFO : Epoch 1615 | loss: 0.0311094 | val_loss: 0.0311548 | Time: 2345.54 ms [2021-01-21 22:33:07 main:574] : INFO : Epoch 1616 | loss: 0.0311103 | val_loss: 0.0311505 | Time: 2296.77 ms [2021-01-21 22:33:10 main:574] : INFO : Epoch 1617 | loss: 0.0311067 | val_loss: 0.0311596 | Time: 2313.46 ms [2021-01-21 22:33:12 main:574] : INFO : Epoch 1618 | loss: 0.0311045 | val_loss: 0.0311552 | Time: 2248.06 ms [2021-01-21 22:33:14 main:574] : INFO : Epoch 1619 | loss: 0.0311078 | val_loss: 0.0311661 | Time: 2299.48 ms [2021-01-21 22:33:17 main:574] : INFO : Epoch 1620 | loss: 0.0311073 | val_loss: 0.0311608 | Time: 2212.05 ms [2021-01-21 22:33:19 main:574] : INFO : Epoch 1621 | loss: 0.0311098 | val_loss: 0.0311582 | Time: 2400.02 ms [2021-01-21 22:33:21 main:574] : INFO : Epoch 1622 | loss: 0.0311115 | val_loss: 0.0311545 | Time: 2405.93 ms [2021-01-21 22:33:24 main:574] : INFO : Epoch 1623 | loss: 0.0311129 | val_loss: 0.0311578 | Time: 2313.5 ms [2021-01-21 22:33:26 main:574] : INFO : Epoch 1624 | loss: 0.0311111 | val_loss: 0.0311522 | Time: 2316.38 ms [2021-01-21 22:33:29 main:574] : INFO : Epoch 1625 | loss: 0.0311098 | val_loss: 0.031151 | Time: 2271.66 ms [2021-01-21 22:33:31 main:574] : INFO : Epoch 1626 | loss: 0.0311071 | val_loss: 0.0311528 | Time: 2243.81 ms [2021-01-21 22:33:33 main:574] : INFO : Epoch 1627 | loss: 0.0311042 | val_loss: 0.0311518 | Time: 2212.42 ms [2021-01-21 22:33:35 main:574] : INFO : Epoch 1628 | loss: 0.0311061 | val_loss: 0.0311483 | Time: 2278.01 ms [2021-01-21 22:33:38 main:574] : INFO : Epoch 1629 | loss: 0.0311046 | val_loss: 0.0311532 | Time: 2292.95 ms [2021-01-21 22:33:40 main:574] : INFO : Epoch 1630 | loss: 0.0311048 | val_loss: 0.0311545 | Time: 2336.49 ms [2021-01-21 22:33:43 main:574] : INFO : Epoch 1631 | loss: 0.0311027 | val_loss: 0.0311521 | Time: 2380.43 ms [2021-01-21 22:33:45 main:574] : INFO : Epoch 1632 | loss: 0.0311015 | val_loss: 0.0311504 | Time: 2281.52 ms [2021-01-21 22:33:47 main:574] : INFO : Epoch 1633 | loss: 0.0311026 | val_loss: 0.0311549 | Time: 2361.61 ms [2021-01-21 22:33:50 main:574] : INFO : Epoch 1634 | loss: 0.0311033 | val_loss: 0.0311481 | Time: 2265.91 ms [2021-01-21 22:33:52 main:574] : INFO : Epoch 1635 | loss: 0.0311151 | val_loss: 0.0311498 | Time: 2335.02 ms [2021-01-21 22:33:54 main:574] : INFO : Epoch 1636 | loss: 0.031129 | val_loss: 0.0311482 | Time: 2208.72 ms [2021-01-21 22:33:57 main:574] : INFO : Epoch 1637 | loss: 0.0311255 | val_loss: 0.0311512 | Time: 2249.93 ms [2021-01-21 22:33:59 main:574] : INFO : Epoch 1638 | loss: 0.0311195 | val_loss: 0.0311458 | Time: 2290.07 ms [2021-01-21 22:34:01 main:574] : INFO : Epoch 1639 | loss: 0.0311176 | val_loss: 0.031148 | Time: 2252.88 ms [2021-01-21 22:34:04 main:574] : INFO : Epoch 1640 | loss: 0.0311185 | val_loss: 0.0311473 | Time: 2317.01 ms [2021-01-21 22:34:06 main:574] : INFO : Epoch 1641 | loss: 0.0311136 | val_loss: 0.031147 | Time: 2283.6 ms [2021-01-21 22:34:08 main:574] : INFO : Epoch 1642 | loss: 0.0311108 | val_loss: 0.031151 | Time: 2364.44 ms [2021-01-21 22:34:11 main:574] : INFO : Epoch 1643 | loss: 0.0311107 | val_loss: 0.0311491 | Time: 2383.48 ms [2021-01-21 22:34:13 main:574] : INFO : Epoch 1644 | loss: 0.0311252 | val_loss: 0.0311534 | Time: 2340.86 ms [2021-01-21 22:34:16 main:574] : INFO : Epoch 1645 | loss: 0.0311302 | val_loss: 0.0311491 | Time: 2361.17 ms [2021-01-21 22:34:18 main:574] : INFO : Epoch 1646 | loss: 0.0311178 | val_loss: 0.0311499 | Time: 2166.95 ms [2021-01-21 22:34:20 main:574] : INFO : Epoch 1647 | loss: 0.0311145 | val_loss: 0.0311493 | Time: 2273.06 ms [2021-01-21 22:34:23 main:574] : INFO : Epoch 1648 | loss: 0.0311134 | val_loss: 0.031147 | Time: 2355.29 ms [2021-01-21 22:34:25 main:574] : INFO : Epoch 1649 | loss: 0.0311144 | val_loss: 0.0311497 | Time: 2258.59 ms [2021-01-21 22:34:27 main:574] : INFO : Epoch 1650 | loss: 0.0311143 | val_loss: 0.0311502 | Time: 2222.71 ms [2021-01-21 22:34:29 main:574] : INFO : Epoch 1651 | loss: 0.0311092 | val_loss: 0.0311555 | Time: 2248.95 ms [2021-01-21 22:34:32 main:574] : INFO : Epoch 1652 | loss: 0.0311104 | val_loss: 0.0311471 | Time: 2340.87 ms [2021-01-21 22:34:34 main:574] : INFO : Epoch 1653 | loss: 0.0311094 | val_loss: 0.0311533 | Time: 2291.96 ms [2021-01-21 22:34:36 main:574] : INFO : Epoch 1654 | loss: 0.0311082 | val_loss: 0.0311499 | Time: 2221.37 ms [2021-01-21 22:34:39 main:574] : INFO : Epoch 1655 | loss: 0.0311083 | val_loss: 0.0311511 | Time: 2252.14 ms [2021-01-21 22:34:41 main:574] : INFO : Epoch 1656 | loss: 0.031107 | val_loss: 0.0311529 | Time: 2351.11 ms [2021-01-21 22:34:44 main:574] : INFO : Epoch 1657 | loss: 0.0311072 | val_loss: 0.0311497 | Time: 2251.34 ms [2021-01-21 22:34:46 main:574] : INFO : Epoch 1658 | loss: 0.0311054 | val_loss: 0.0311562 | Time: 2263.39 ms [2021-01-21 22:34:48 main:574] : INFO : Epoch 1659 | loss: 0.0311038 | val_loss: 0.0311533 | Time: 2344.88 ms [2021-01-21 22:34:51 main:574] : INFO : Epoch 1660 | loss: 0.0311053 | val_loss: 0.0311571 | Time: 2320.54 ms [2021-01-21 22:34:53 main:574] : INFO : Epoch 1661 | loss: 0.0311043 | val_loss: 0.0311533 | Time: 2267.95 ms [2021-01-21 22:34:55 main:574] : INFO : Epoch 1662 | loss: 0.0311059 | val_loss: 0.0311494 | Time: 2288.82 ms [2021-01-21 22:34:58 main:574] : INFO : Epoch 1663 | loss: 0.0311111 | val_loss: 0.0311563 | Time: 2361.97 ms [2021-01-21 22:35:00 main:574] : INFO : Epoch 1664 | loss: 0.0311102 | val_loss: 0.0311519 | Time: 2326.65 ms [2021-01-21 22:35:02 main:574] : INFO : Epoch 1665 | loss: 0.0311127 | val_loss: 0.0311503 | Time: 2313.19 ms [2021-01-21 22:35:05 main:574] : INFO : Epoch 1666 | loss: 0.0311071 | val_loss: 0.0311496 | Time: 2381.17 ms [2021-01-21 22:35:07 main:574] : INFO : Epoch 1667 | loss: 0.0311114 | val_loss: 0.03115 | Time: 2332.83 ms [2021-01-21 22:35:10 main:574] : INFO : Epoch 1668 | loss: 0.0311081 | val_loss: 0.0311492 | Time: 2155.56 ms [2021-01-21 22:35:12 main:574] : INFO : Epoch 1669 | loss: 0.0311197 | val_loss: 0.0311543 | Time: 2181.88 ms [2021-01-21 22:35:14 main:574] : INFO : Epoch 1670 | loss: 0.0311192 | val_loss: 0.0311502 | Time: 2247.69 ms [2021-01-21 22:35:16 main:574] : INFO : Epoch 1671 | loss: 0.0311161 | val_loss: 0.0311496 | Time: 2208.54 ms [2021-01-21 22:35:19 main:574] : INFO : Epoch 1672 | loss: 0.0311214 | val_loss: 0.0311549 | Time: 2301.65 ms [2021-01-21 22:35:21 main:574] : INFO : Epoch 1673 | loss: 0.0311225 | val_loss: 0.0311496 | Time: 2253.44 ms [2021-01-21 22:35:23 main:574] : INFO : Epoch 1674 | loss: 0.0311195 | val_loss: 0.0311594 | Time: 2286.22 ms [2021-01-21 22:35:26 main:574] : INFO : Epoch 1675 | loss: 0.0311178 | val_loss: 0.0311508 | Time: 2244.35 ms [2021-01-21 22:35:28 main:574] : INFO : Epoch 1676 | loss: 0.0311145 | val_loss: 0.0311493 | Time: 2325.05 ms [2021-01-21 22:35:30 main:574] : INFO : Epoch 1677 | loss: 0.0311179 | val_loss: 0.0311509 | Time: 2212.9 ms [2021-01-21 22:35:33 main:574] : INFO : Epoch 1678 | loss: 0.0311131 | val_loss: 0.0311532 | Time: 2340.92 ms [2021-01-21 22:35:35 main:574] : INFO : Epoch 1679 | loss: 0.0311125 | val_loss: 0.0311584 | Time: 2247.99 ms [2021-01-21 22:35:37 main:574] : INFO : Epoch 1680 | loss: 0.0311106 | val_loss: 0.0311573 | Time: 2334.78 ms [2021-01-21 22:35:40 main:574] : INFO : Epoch 1681 | loss: 0.03111 | val_loss: 0.0311642 | Time: 2197.52 ms [2021-01-21 22:35:42 main:574] : INFO : Epoch 1682 | loss: 0.0311093 | val_loss: 0.0311567 | Time: 2197.09 ms [2021-01-21 22:35:44 main:574] : INFO : Epoch 1683 | loss: 0.0311068 | val_loss: 0.0311576 | Time: 2291.77 ms [2021-01-21 22:35:47 main:574] : INFO : Epoch 1684 | loss: 0.0311057 | val_loss: 0.0311559 | Time: 2392.43 ms [2021-01-21 22:35:49 main:574] : INFO : Epoch 1685 | loss: 0.031104 | val_loss: 0.03116 | Time: 2291.15 ms [2021-01-21 22:35:51 main:574] : INFO : Epoch 1686 | loss: 0.0311113 | val_loss: 0.031155 | Time: 2232.56 ms [2021-01-21 22:35:54 main:574] : INFO : Epoch 1687 | loss: 0.0311066 | val_loss: 0.0311576 | Time: 2356.47 ms [2021-01-21 22:35:56 main:574] : INFO : Epoch 1688 | loss: 0.0311063 | val_loss: 0.0311609 | Time: 2183.18 ms [2021-01-21 22:35:58 main:574] : INFO : Epoch 1689 | loss: 0.0311058 | val_loss: 0.0311601 | Time: 2289.26 ms [2021-01-21 22:36:01 main:574] : INFO : Epoch 1690 | loss: 0.031103 | val_loss: 0.0311556 | Time: 2368.03 ms [2021-01-21 22:36:03 main:574] : INFO : Epoch 1691 | loss: 0.0311009 | val_loss: 0.0311633 | Time: 2334.66 ms [2021-01-21 22:36:06 main:574] : INFO : Epoch 1692 | loss: 0.0311013 | val_loss: 0.0311547 | Time: 2329.32 ms [2021-01-21 22:36:08 main:574] : INFO : Epoch 1693 | loss: 0.0311003 | val_loss: 0.0311567 | Time: 2317.96 ms [2021-01-21 22:36:10 main:574] : INFO : Epoch 1694 | loss: 0.0310995 | val_loss: 0.0311575 | Time: 2239.79 ms [2021-01-21 22:36:13 main:574] : INFO : Epoch 1695 | loss: 0.0311023 | val_loss: 0.0311605 | Time: 2297.32 ms [2021-01-21 22:36:15 main:574] : INFO : Epoch 1696 | loss: 0.0311101 | val_loss: 0.0311603 | Time: 2280.13 ms [2021-01-21 22:36:17 main:574] : INFO : Epoch 1697 | loss: 0.031112 | val_loss: 0.0311587 | Time: 2206.07 ms [2021-01-21 22:36:20 main:574] : INFO : Epoch 1698 | loss: 0.0311153 | val_loss: 0.0311529 | Time: 2332.93 ms [2021-01-21 22:36:22 main:574] : INFO : Epoch 1699 | loss: 0.0311125 | val_loss: 0.0311587 | Time: 2278.61 ms [2021-01-21 22:36:24 main:574] : INFO : Epoch 1700 | loss: 0.0311112 | val_loss: 0.0311577 | Time: 2332.28 ms [2021-01-21 22:36:27 main:574] : INFO : Epoch 1701 | loss: 0.0311127 | val_loss: 0.0311548 | Time: 2296.13 ms [2021-01-21 22:36:29 main:574] : INFO : Epoch 1702 | loss: 0.0311173 | val_loss: 0.0311581 | Time: 2196.08 ms [2021-01-21 22:36:31 main:574] : INFO : Epoch 1703 | loss: 0.0311124 | val_loss: 0.0311639 | Time: 2267.95 ms [2021-01-21 22:36:34 main:574] : INFO : Epoch 1704 | loss: 0.0311118 | val_loss: 0.0311577 | Time: 2283.93 ms [2021-01-21 22:36:36 main:574] : INFO : Epoch 1705 | loss: 0.0311089 | val_loss: 0.0311557 | Time: 2148.45 ms [2021-01-21 22:36:38 main:574] : INFO : Epoch 1706 | loss: 0.0311111 | val_loss: 0.0311546 | Time: 2329.45 ms [2021-01-21 22:36:41 main:574] : INFO : Epoch 1707 | loss: 0.0311161 | val_loss: 0.0311523 | Time: 2446.85 ms [2021-01-21 22:36:43 main:574] : INFO : Epoch 1708 | loss: 0.031113 | val_loss: 0.0311555 | Time: 2253.21 ms [2021-01-21 22:36:45 main:574] : INFO : Epoch 1709 | loss: 0.0311175 | val_loss: 0.0311527 | Time: 2252.03 ms [2021-01-21 22:36:48 main:574] : INFO : Epoch 1710 | loss: 0.0311178 | val_loss: 0.0311579 | Time: 2230.64 ms [2021-01-21 22:36:50 main:574] : INFO : Epoch 1711 | loss: 0.0311198 | val_loss: 0.0311535 | Time: 2335.1 ms [2021-01-21 22:36:52 main:574] : INFO : Epoch 1712 | loss: 0.0311127 | val_loss: 0.03115 | Time: 2295.4 ms [2021-01-21 22:36:55 main:574] : INFO : Epoch 1713 | loss: 0.0311118 | val_loss: 0.0311531 | Time: 2281.5 ms [2021-01-21 22:36:57 main:574] : INFO : Epoch 1714 | loss: 0.0311166 | val_loss: 0.0311548 | Time: 2194.41 ms [2021-01-21 22:36:59 main:574] : INFO : Epoch 1715 | loss: 0.0311232 | val_loss: 0.0311532 | Time: 2359.13 ms [2021-01-21 22:37:02 main:574] : INFO : Epoch 1716 | loss: 0.0311176 | val_loss: 0.0311513 | Time: 2239.36 ms [2021-01-21 22:37:04 main:574] : INFO : Epoch 1717 | loss: 0.0311188 | val_loss: 0.03116 | Time: 2274.34 ms [2021-01-21 22:37:06 main:574] : INFO : Epoch 1718 | loss: 0.0311128 | val_loss: 0.0311556 | Time: 2318.58 ms [2021-01-21 22:37:09 main:574] : INFO : Epoch 1719 | loss: 0.0311115 | val_loss: 0.0311538 | Time: 2257.75 ms [2021-01-21 22:37:11 main:574] : INFO : Epoch 1720 | loss: 0.0311106 | val_loss: 0.0311579 | Time: 2184.2 ms [2021-01-21 22:37:13 main:574] : INFO : Epoch 1721 | loss: 0.0311111 | val_loss: 0.0311566 | Time: 2234.58 ms [2021-01-21 22:37:16 main:574] : INFO : Epoch 1722 | loss: 0.0311095 | val_loss: 0.0311521 | Time: 2329.52 ms [2021-01-21 22:37:18 main:574] : INFO : Epoch 1723 | loss: 0.0311064 | val_loss: 0.0311571 | Time: 2376.2 ms [2021-01-21 22:37:21 main:574] : INFO : Epoch 1724 | loss: 0.0311066 | val_loss: 0.0311487 | Time: 2322.47 ms [2021-01-21 22:37:23 main:574] : INFO : Epoch 1725 | loss: 0.0311038 | val_loss: 0.0311579 | Time: 2278.62 ms [2021-01-21 22:37:25 main:574] : INFO : Epoch 1726 | loss: 0.0311035 | val_loss: 0.0311529 | Time: 2338.82 ms [2021-01-21 22:37:28 main:574] : INFO : Epoch 1727 | loss: 0.0311056 | val_loss: 0.0311542 | Time: 2273.33 ms [2021-01-21 22:37:30 main:574] : INFO : Epoch 1728 | loss: 0.0311053 | val_loss: 0.0311604 | Time: 2306.14 ms [2021-01-21 22:37:32 main:574] : INFO : Epoch 1729 | loss: 0.0311103 | val_loss: 0.0311653 | Time: 2403.42 ms [2021-01-21 22:37:35 main:574] : INFO : Epoch 1730 | loss: 0.0311103 | val_loss: 0.0311603 | Time: 2202.83 ms [2021-01-21 22:37:37 main:574] : INFO : Epoch 1731 | loss: 0.0311078 | val_loss: 0.0311504 | Time: 2277.64 ms [2021-01-21 22:37:39 main:574] : INFO : Epoch 1732 | loss: 0.0311093 | val_loss: 0.0311573 | Time: 2246.63 ms [2021-01-21 22:37:42 main:574] : INFO : Epoch 1733 | loss: 0.0311072 | val_loss: 0.031159 | Time: 2243.34 ms [2021-01-21 22:37:44 main:574] : INFO : Epoch 1734 | loss: 0.0311049 | val_loss: 0.0311594 | Time: 2296.57 ms [2021-01-21 22:37:46 main:574] : INFO : Epoch 1735 | loss: 0.0311165 | val_loss: 0.0311495 | Time: 2270.9 ms [2021-01-21 22:37:49 main:574] : INFO : Epoch 1736 | loss: 0.0311245 | val_loss: 0.0311515 | Time: 2310.37 ms [2021-01-21 22:37:51 main:574] : INFO : Epoch 1737 | loss: 0.0311172 | val_loss: 0.0311517 | Time: 2279.92 ms [2021-01-21 22:37:53 main:574] : INFO : Epoch 1738 | loss: 0.0311127 | val_loss: 0.0311579 | Time: 2262.59 ms [2021-01-21 22:37:56 main:574] : INFO : Epoch 1739 | loss: 0.0311125 | val_loss: 0.0311494 | Time: 2328.84 ms [2021-01-21 22:37:58 main:574] : INFO : Epoch 1740 | loss: 0.0311092 | val_loss: 0.0311571 | Time: 2253.07 ms [2021-01-21 22:38:00 main:574] : INFO : Epoch 1741 | loss: 0.0311075 | val_loss: 0.0311541 | Time: 2295.65 ms [2021-01-21 22:38:03 main:574] : INFO : Epoch 1742 | loss: 0.0311066 | val_loss: 0.0311578 | Time: 2260.15 ms [2021-01-21 22:38:05 main:574] : INFO : Epoch 1743 | loss: 0.0311061 | val_loss: 0.0311501 | Time: 2292.37 ms [2021-01-21 22:38:08 main:574] : INFO : Epoch 1744 | loss: 0.0311049 | val_loss: 0.0311572 | Time: 2318.38 ms [2021-01-21 22:38:10 main:574] : INFO : Epoch 1745 | loss: 0.0311057 | val_loss: 0.0311584 | Time: 2350.3 ms [2021-01-21 22:38:12 main:574] : INFO : Epoch 1746 | loss: 0.0311041 | val_loss: 0.0311572 | Time: 2241.52 ms [2021-01-21 22:38:15 main:574] : INFO : Epoch 1747 | loss: 0.0311021 | val_loss: 0.0311566 | Time: 2313.04 ms [2021-01-21 22:38:17 main:574] : INFO : Epoch 1748 | loss: 0.0311032 | val_loss: 0.0311636 | Time: 2339.52 ms [2021-01-21 22:38:20 main:574] : INFO : Epoch 1749 | loss: 0.0311015 | val_loss: 0.0311632 | Time: 2420.95 ms [2021-01-21 22:38:22 main:574] : INFO : Epoch 1750 | loss: 0.0311001 | val_loss: 0.0311562 | Time: 2315.22 ms [2021-01-21 22:38:24 main:574] : INFO : Epoch 1751 | loss: 0.0311017 | val_loss: 0.0311617 | Time: 2290.53 ms [2021-01-21 22:38:27 main:574] : INFO : Epoch 1752 | loss: 0.0311052 | val_loss: 0.0311566 | Time: 2206.19 ms [2021-01-21 22:38:29 main:574] : INFO : Epoch 1753 | loss: 0.0311042 | val_loss: 0.031165 | Time: 2226.68 ms [2021-01-21 22:38:31 main:574] : INFO : Epoch 1754 | loss: 0.031102 | val_loss: 0.0311574 | Time: 2346.61 ms [2021-01-21 22:38:33 main:574] : INFO : Epoch 1755 | loss: 0.0311049 | val_loss: 0.0311637 | Time: 2182.08 ms [2021-01-21 22:38:36 main:574] : INFO : Epoch 1756 | loss: 0.0311063 | val_loss: 0.0311522 | Time: 2282.26 ms [2021-01-21 22:38:38 main:574] : INFO : Epoch 1757 | loss: 0.0311095 | val_loss: 0.0311568 | Time: 2324.79 ms [2021-01-21 22:38:41 main:574] : INFO : Epoch 1758 | loss: 0.0311101 | val_loss: 0.0311582 | Time: 2259.38 ms [2021-01-21 22:38:43 main:574] : INFO : Epoch 1759 | loss: 0.0311073 | val_loss: 0.0311617 | Time: 2256.34 ms [2021-01-21 22:38:45 main:574] : INFO : Epoch 1760 | loss: 0.0311062 | val_loss: 0.0311644 | Time: 2302.9 ms [2021-01-21 22:38:48 main:574] : INFO : Epoch 1761 | loss: 0.0311016 | val_loss: 0.0311625 | Time: 2261.33 ms [2021-01-21 22:38:50 main:574] : INFO : Epoch 1762 | loss: 0.0311 | val_loss: 0.0311559 | Time: 2275.95 ms [2021-01-21 22:38:52 main:574] : INFO : Epoch 1763 | loss: 0.0310983 | val_loss: 0.0311561 | Time: 2222.29 ms [2021-01-21 22:38:55 main:574] : INFO : Epoch 1764 | loss: 0.0310984 | val_loss: 0.0311592 | Time: 2377.34 ms [2021-01-21 22:38:57 main:574] : INFO : Epoch 1765 | loss: 0.0310969 | val_loss: 0.0311631 | Time: 2347.23 ms [2021-01-21 22:38:59 main:574] : INFO : Epoch 1766 | loss: 0.0310954 | val_loss: 0.0311554 | Time: 2200.53 ms [2021-01-21 22:39:02 main:574] : INFO : Epoch 1767 | loss: 0.0310998 | val_loss: 0.031155 | Time: 2234.56 ms [2021-01-21 22:39:04 main:574] : INFO : Epoch 1768 | loss: 0.0311047 | val_loss: 0.0311578 | Time: 2295.83 ms [2021-01-21 22:39:06 main:574] : INFO : Epoch 1769 | loss: 0.0311056 | val_loss: 0.0311579 | Time: 2368.63 ms [2021-01-21 22:39:09 main:574] : INFO : Epoch 1770 | loss: 0.0311043 | val_loss: 0.0311607 | Time: 2294.03 ms [2021-01-21 22:39:11 main:574] : INFO : Epoch 1771 | loss: 0.0311139 | val_loss: 0.031154 | Time: 2318.15 ms [2021-01-21 22:39:14 main:574] : INFO : Epoch 1772 | loss: 0.0311119 | val_loss: 0.0311547 | Time: 2324.98 ms [2021-01-21 22:39:16 main:574] : INFO : Epoch 1773 | loss: 0.0311129 | val_loss: 0.0311545 | Time: 2255.41 ms [2021-01-21 22:39:18 main:574] : INFO : Epoch 1774 | loss: 0.0311133 | val_loss: 0.0311547 | Time: 2302.84 ms [2021-01-21 22:39:20 main:574] : INFO : Epoch 1775 | loss: 0.0311123 | val_loss: 0.0311534 | Time: 2173.59 ms [2021-01-21 22:39:23 main:574] : INFO : Epoch 1776 | loss: 0.0311163 | val_loss: 0.0311554 | Time: 2254.81 ms [2021-01-21 22:39:25 main:574] : INFO : Epoch 1777 | loss: 0.0311184 | val_loss: 0.0311534 | Time: 2256.93 ms [2021-01-21 22:39:27 main:574] : INFO : Epoch 1778 | loss: 0.0311135 | val_loss: 0.0311599 | Time: 2107.69 ms [2021-01-21 22:39:29 main:574] : INFO : Epoch 1779 | loss: 0.0311085 | val_loss: 0.0311508 | Time: 2049.48 ms [2021-01-21 22:39:32 main:574] : INFO : Epoch 1780 | loss: 0.0311068 | val_loss: 0.0311532 | Time: 2245.27 ms [2021-01-21 22:39:34 main:574] : INFO : Epoch 1781 | loss: 0.0311043 | val_loss: 0.0311494 | Time: 2206.85 ms [2021-01-21 22:39:36 main:574] : INFO : Epoch 1782 | loss: 0.0311098 | val_loss: 0.0311694 | Time: 2271.63 ms [2021-01-21 22:39:38 main:574] : INFO : Epoch 1783 | loss: 0.0311101 | val_loss: 0.0311614 | Time: 2025.18 ms [2021-01-21 22:39:40 main:574] : INFO : Epoch 1784 | loss: 0.0311192 | val_loss: 0.0311581 | Time: 2057.43 ms [2021-01-21 22:39:43 main:574] : INFO : Epoch 1785 | loss: 0.0311233 | val_loss: 0.0311659 | Time: 2026.15 ms [2021-01-21 22:39:45 main:574] : INFO : Epoch 1786 | loss: 0.0311213 | val_loss: 0.0311658 | Time: 2038.02 ms [2021-01-21 22:39:47 main:574] : INFO : Epoch 1787 | loss: 0.0311225 | val_loss: 0.0311647 | Time: 2034.45 ms [2021-01-21 22:39:49 main:574] : INFO : Epoch 1788 | loss: 0.0311206 | val_loss: 0.0311598 | Time: 2112.73 ms [2021-01-21 22:39:51 main:574] : INFO : Epoch 1789 | loss: 0.0311184 | val_loss: 0.0311644 | Time: 2301.04 ms [2021-01-21 22:39:54 main:574] : INFO : Epoch 1790 | loss: 0.0311162 | val_loss: 0.0311559 | Time: 2331.56 ms [2021-01-21 22:39:56 main:574] : INFO : Epoch 1791 | loss: 0.0311134 | val_loss: 0.0311538 | Time: 2281.83 ms [2021-01-21 22:39:58 main:574] : INFO : Epoch 1792 | loss: 0.0311111 | val_loss: 0.0311584 | Time: 2146.87 ms [2021-01-21 22:40:00 main:574] : INFO : Epoch 1793 | loss: 0.0311203 | val_loss: 0.0311595 | Time: 2135.35 ms [2021-01-21 22:40:03 main:574] : INFO : Epoch 1794 | loss: 0.0311156 | val_loss: 0.0311543 | Time: 2226.19 ms [2021-01-21 22:40:05 main:574] : INFO : Epoch 1795 | loss: 0.0311142 | val_loss: 0.0311585 | Time: 2289.51 ms [2021-01-21 22:40:07 main:574] : INFO : Epoch 1796 | loss: 0.0311134 | val_loss: 0.031154 | Time: 2285.91 ms [2021-01-21 22:40:10 main:574] : INFO : Epoch 1797 | loss: 0.0311091 | val_loss: 0.0311565 | Time: 2115.5 ms [2021-01-21 22:40:12 main:574] : INFO : Epoch 1798 | loss: 0.0311068 | val_loss: 0.0311546 | Time: 2041.42 ms [2021-01-21 22:40:14 main:574] : INFO : Epoch 1799 | loss: 0.0311049 | val_loss: 0.0311588 | Time: 2051.29 ms [2021-01-21 22:40:16 main:574] : INFO : Epoch 1800 | loss: 0.0311076 | val_loss: 0.031154 | Time: 2033.66 ms [2021-01-21 22:40:18 main:574] : INFO : Epoch 1801 | loss: 0.0311067 | val_loss: 0.0311551 | Time: 2041.17 ms [2021-01-21 22:40:20 main:574] : INFO : Epoch 1802 | loss: 0.0311072 | val_loss: 0.031155 | Time: 2044.19 ms [2021-01-21 22:40:22 main:574] : INFO : Epoch 1803 | loss: 0.0311073 | val_loss: 0.0311542 | Time: 2039.25 ms [2021-01-21 22:40:24 main:574] : INFO : Epoch 1804 | loss: 0.031105 | val_loss: 0.0311529 | Time: 2080 ms [2021-01-21 22:40:26 main:574] : INFO : Epoch 1805 | loss: 0.0311038 | val_loss: 0.0311506 | Time: 2046.3 ms [2021-01-21 22:40:28 main:574] : INFO : Epoch 1806 | loss: 0.0311014 | val_loss: 0.0311531 | Time: 2034.72 ms [2021-01-21 22:40:30 main:574] : INFO : Epoch 1807 | loss: 0.0311032 | val_loss: 0.0311538 | Time: 2217.08 ms [2021-01-21 22:40:33 main:574] : INFO : Epoch 1808 | loss: 0.0311026 | val_loss: 0.0311605 | Time: 2241.14 ms [2021-01-21 22:40:35 main:574] : INFO : Epoch 1809 | loss: 0.031102 | val_loss: 0.0311537 | Time: 2297.38 ms [2021-01-21 22:40:37 main:574] : INFO : Epoch 1810 | loss: 0.0311061 | val_loss: 0.0311555 | Time: 2311.99 ms [2021-01-21 22:40:40 main:574] : INFO : Epoch 1811 | loss: 0.0311152 | val_loss: 0.0311596 | Time: 2297.07 ms [2021-01-21 22:40:42 main:574] : INFO : Epoch 1812 | loss: 0.0311109 | val_loss: 0.0311538 | Time: 2252.26 ms [2021-01-21 22:40:44 main:574] : INFO : Epoch 1813 | loss: 0.0311094 | val_loss: 0.0311565 | Time: 2299.85 ms [2021-01-21 22:40:47 main:574] : INFO : Epoch 1814 | loss: 0.0311061 | val_loss: 0.0311549 | Time: 2277.94 ms [2021-01-21 22:40:49 main:574] : INFO : Epoch 1815 | loss: 0.0311101 | val_loss: 0.0311575 | Time: 2237.81 ms [2021-01-21 22:40:51 main:574] : INFO : Epoch 1816 | loss: 0.0311103 | val_loss: 0.0311597 | Time: 2214.5 ms [2021-01-21 22:40:54 main:574] : INFO : Epoch 1817 | loss: 0.0311083 | val_loss: 0.0311667 | Time: 2291.14 ms [2021-01-21 22:40:56 main:574] : INFO : Epoch 1818 | loss: 0.0311075 | val_loss: 0.0311654 | Time: 2368.07 ms [2021-01-21 22:40:59 main:574] : INFO : Epoch 1819 | loss: 0.0311061 | val_loss: 0.0311626 | Time: 2353.99 ms [2021-01-21 22:41:01 main:574] : INFO : Epoch 1820 | loss: 0.0311159 | val_loss: 0.0311597 | Time: 2445.49 ms [2021-01-21 22:41:04 main:574] : INFO : Epoch 1821 | loss: 0.031119 | val_loss: 0.0311636 | Time: 2332 ms [2021-01-21 22:41:06 main:574] : INFO : Epoch 1822 | loss: 0.0311126 | val_loss: 0.0311605 | Time: 2057.71 ms [2021-01-21 22:41:08 main:574] : INFO : Epoch 1823 | loss: 0.0311105 | val_loss: 0.0311596 | Time: 2216.89 ms [2021-01-21 22:41:10 main:574] : INFO : Epoch 1824 | loss: 0.031111 | val_loss: 0.0311692 | Time: 2286.46 ms [2021-01-21 22:41:13 main:574] : INFO : Epoch 1825 | loss: 0.0311106 | val_loss: 0.0311661 | Time: 2274.66 ms [2021-01-21 22:41:15 main:574] : INFO : Epoch 1826 | loss: 0.0311078 | val_loss: 0.0311586 | Time: 2268.86 ms [2021-01-21 22:41:17 main:574] : INFO : Epoch 1827 | loss: 0.0311036 | val_loss: 0.031165 | Time: 2329.78 ms [2021-01-21 22:41:20 main:574] : INFO : Epoch 1828 | loss: 0.0311061 | val_loss: 0.031162 | Time: 2258.62 ms [2021-01-21 22:41:22 main:574] : INFO : Epoch 1829 | loss: 0.0311222 | val_loss: 0.0311541 | Time: 2310.6 ms [2021-01-21 22:41:24 main:574] : INFO : Epoch 1830 | loss: 0.0311245 | val_loss: 0.0311557 | Time: 2314.81 ms [2021-01-21 22:41:27 main:574] : INFO : Epoch 1831 | loss: 0.031121 | val_loss: 0.0311543 | Time: 2305.76 ms [2021-01-21 22:41:29 main:574] : INFO : Epoch 1832 | loss: 0.0311181 | val_loss: 0.0311534 | Time: 2282.41 ms [2021-01-21 22:41:31 main:574] : INFO : Epoch 1833 | loss: 0.0311152 | val_loss: 0.0311503 | Time: 2163.29 ms [2021-01-21 22:41:34 main:574] : INFO : Epoch 1834 | loss: 0.0311137 | val_loss: 0.0311619 | Time: 2136.36 ms [2021-01-21 22:41:36 main:574] : INFO : Epoch 1835 | loss: 0.0311135 | val_loss: 0.0311573 | Time: 2037.99 ms [2021-01-21 22:41:38 main:574] : INFO : Epoch 1836 | loss: 0.0311085 | val_loss: 0.0311564 | Time: 2305.75 ms [2021-01-21 22:41:40 main:574] : INFO : Epoch 1837 | loss: 0.031109 | val_loss: 0.0311544 | Time: 2435.67 ms [2021-01-21 22:41:43 main:574] : INFO : Epoch 1838 | loss: 0.031109 | val_loss: 0.0311578 | Time: 2270.43 ms [2021-01-21 22:41:45 main:574] : INFO : Epoch 1839 | loss: 0.0311072 | val_loss: 0.0311581 | Time: 2289.44 ms [2021-01-21 22:41:47 main:574] : INFO : Epoch 1840 | loss: 0.0311047 | val_loss: 0.0311545 | Time: 2195.52 ms [2021-01-21 22:41:50 main:574] : INFO : Epoch 1841 | loss: 0.0311041 | val_loss: 0.0311617 | Time: 2189.52 ms [2021-01-21 22:41:52 main:574] : INFO : Epoch 1842 | loss: 0.031104 | val_loss: 0.0311572 | Time: 2278.21 ms [2021-01-21 22:41:54 main:574] : INFO : Epoch 1843 | loss: 0.0311031 | val_loss: 0.0311617 | Time: 2122 ms [2021-01-21 22:41:56 main:574] : INFO : Epoch 1844 | loss: 0.0311051 | val_loss: 0.0311582 | Time: 2259.71 ms [2021-01-21 22:41:59 main:574] : INFO : Epoch 1845 | loss: 0.0311034 | val_loss: 0.031155 | Time: 2254.48 ms [2021-01-21 22:42:01 main:574] : INFO : Epoch 1846 | loss: 0.0311019 | val_loss: 0.0311579 | Time: 2241.35 ms [2021-01-21 22:42:03 main:574] : INFO : Epoch 1847 | loss: 0.0311024 | val_loss: 0.0311574 | Time: 2310.29 ms [2021-01-21 22:42:06 main:574] : INFO : Epoch 1848 | loss: 0.0311021 | val_loss: 0.031155 | Time: 2351.74 ms [2021-01-21 22:42:08 main:574] : INFO : Epoch 1849 | loss: 0.0311075 | val_loss: 0.0311627 | Time: 2415.52 ms [2021-01-21 22:42:11 main:574] : INFO : Epoch 1850 | loss: 0.0311076 | val_loss: 0.0311581 | Time: 2328.59 ms [2021-01-21 22:42:13 main:574] : INFO : Epoch 1851 | loss: 0.0311041 | val_loss: 0.0311594 | Time: 2322.11 ms [2021-01-21 22:42:15 main:574] : INFO : Epoch 1852 | loss: 0.0311032 | val_loss: 0.0311551 | Time: 2267.71 ms [2021-01-21 22:42:18 main:574] : INFO : Epoch 1853 | loss: 0.031102 | val_loss: 0.0311553 | Time: 2321.09 ms [2021-01-21 22:42:20 main:574] : INFO : Epoch 1854 | loss: 0.0311058 | val_loss: 0.0311571 | Time: 2264.59 ms [2021-01-21 22:42:22 main:574] : INFO : Epoch 1855 | loss: 0.031123 | val_loss: 0.0312989 | Time: 2310.02 ms [2021-01-21 22:42:25 main:574] : INFO : Epoch 1856 | loss: 0.0334297 | val_loss: 0.0319423 | Time: 2228.84 ms [2021-01-21 22:42:27 main:574] : INFO : Epoch 1857 | loss: 0.0327918 | val_loss: 0.0314014 | Time: 2246.24 ms [2021-01-21 22:42:29 main:574] : INFO : Epoch 1858 | loss: 0.0313713 | val_loss: 0.0313012 | Time: 2247.66 ms [2021-01-21 22:42:32 main:574] : INFO : Epoch 1859 | loss: 0.0312442 | val_loss: 0.0312126 | Time: 2258.03 ms [2021-01-21 22:42:34 main:574] : INFO : Epoch 1860 | loss: 0.031211 | val_loss: 0.0311996 | Time: 2307.76 ms [2021-01-21 22:42:36 main:574] : INFO : Epoch 1861 | loss: 0.0312045 | val_loss: 0.0311967 | Time: 2269.74 ms [2021-01-21 22:42:39 main:574] : INFO : Epoch 1862 | loss: 0.0312018 | val_loss: 0.031195 | Time: 2345.05 ms [2021-01-21 22:42:41 main:574] : INFO : Epoch 1863 | loss: 0.0312001 | val_loss: 0.0311935 | Time: 2237.91 ms [2021-01-21 22:42:43 main:574] : INFO : Epoch 1864 | loss: 0.0311988 | val_loss: 0.0311922 | Time: 2314.19 ms [2021-01-21 22:42:46 main:574] : INFO : Epoch 1865 | loss: 0.0311978 | val_loss: 0.0311919 | Time: 2195.41 ms [2021-01-21 22:42:48 main:574] : INFO : Epoch 1866 | loss: 0.0311964 | val_loss: 0.0311892 | Time: 2228.02 ms [2021-01-21 22:42:50 main:574] : INFO : Epoch 1867 | loss: 0.0311949 | val_loss: 0.0311867 | Time: 2185.69 ms [2021-01-21 22:42:53 main:574] : INFO : Epoch 1868 | loss: 0.0311909 | val_loss: 0.0311835 | Time: 2305.76 ms [2021-01-21 22:42:55 main:574] : INFO : Epoch 1869 | loss: 0.0311863 | val_loss: 0.0311788 | Time: 2240.15 ms [2021-01-21 22:42:57 main:574] : INFO : Epoch 1870 | loss: 0.0311781 | val_loss: 0.0311676 | Time: 2254.58 ms [2021-01-21 22:42:59 main:574] : INFO : Epoch 1871 | loss: 0.0311683 | val_loss: 0.0311632 | Time: 2169.39 ms [2021-01-21 22:43:02 main:574] : INFO : Epoch 1872 | loss: 0.0311646 | val_loss: 0.0311608 | Time: 2214.8 ms [2021-01-21 22:43:04 main:574] : INFO : Epoch 1873 | loss: 0.0311614 | val_loss: 0.0311588 | Time: 2289.6 ms [2021-01-21 22:43:06 main:574] : INFO : Epoch 1874 | loss: 0.0311589 | val_loss: 0.0311565 | Time: 2315.69 ms [2021-01-21 22:43:09 main:574] : INFO : Epoch 1875 | loss: 0.0311564 | val_loss: 0.0311563 | Time: 2342.15 ms [2021-01-21 22:43:11 main:574] : INFO : Epoch 1876 | loss: 0.0311593 | val_loss: 0.0311583 | Time: 2338.35 ms [2021-01-21 22:43:14 main:574] : INFO : Epoch 1877 | loss: 0.0311559 | val_loss: 0.0311581 | Time: 2294.04 ms [2021-01-21 22:43:16 main:574] : INFO : Epoch 1878 | loss: 0.0311564 | val_loss: 0.0311626 | Time: 2253.09 ms [2021-01-21 22:43:18 main:574] : INFO : Epoch 1879 | loss: 0.0311546 | val_loss: 0.0311541 | Time: 2170.95 ms [2021-01-21 22:43:20 main:574] : INFO : Epoch 1880 | loss: 0.0311564 | val_loss: 0.0311693 | Time: 2188.67 ms [2021-01-21 22:43:23 main:574] : INFO : Epoch 1881 | loss: 0.0311607 | val_loss: 0.0311671 | Time: 2383.99 ms [2021-01-21 22:43:25 main:574] : INFO : Epoch 1882 | loss: 0.0311566 | val_loss: 0.0311533 | Time: 2364.85 ms [2021-01-21 22:43:28 main:574] : INFO : Epoch 1883 | loss: 0.0311536 | val_loss: 0.0311538 | Time: 2256.15 ms [2021-01-21 22:43:30 main:574] : INFO : Epoch 1884 | loss: 0.031151 | val_loss: 0.0311534 | Time: 2327.8 ms [2021-01-21 22:43:32 main:574] : INFO : Epoch 1885 | loss: 0.0311505 | val_loss: 0.031153 | Time: 2337.27 ms [2021-01-21 22:43:35 main:574] : INFO : Epoch 1886 | loss: 0.0311493 | val_loss: 0.0311537 | Time: 2340.3 ms [2021-01-21 22:43:37 main:574] : INFO : Epoch 1887 | loss: 0.0311497 | val_loss: 0.0311525 | Time: 2209.6 ms [2021-01-21 22:43:39 main:574] : INFO : Epoch 1888 | loss: 0.0311486 | val_loss: 0.0311536 | Time: 2297.98 ms [2021-01-21 22:43:42 main:574] : INFO : Epoch 1889 | loss: 0.031148 | val_loss: 0.0311522 | Time: 2338.07 ms [2021-01-21 22:43:44 main:574] : INFO : Epoch 1890 | loss: 0.0311498 | val_loss: 0.0311523 | Time: 2264.94 ms [2021-01-21 22:43:47 main:574] : INFO : Epoch 1891 | loss: 0.0311471 | val_loss: 0.0311552 | Time: 2318.14 ms [2021-01-21 22:43:49 main:574] : INFO : Epoch 1892 | loss: 0.0311485 | val_loss: 0.031153 | Time: 2329.47 ms [2021-01-21 22:43:51 main:574] : INFO : Epoch 1893 | loss: 0.0311479 | val_loss: 0.0311516 | Time: 2301.42 ms [2021-01-21 22:43:54 main:574] : INFO : Epoch 1894 | loss: 0.0311476 | val_loss: 0.0311524 | Time: 2273.34 ms [2021-01-21 22:43:56 main:574] : INFO : Epoch 1895 | loss: 0.0311479 | val_loss: 0.0311539 | Time: 2255.69 ms [2021-01-21 22:43:58 main:574] : INFO : Epoch 1896 | loss: 0.0311501 | val_loss: 0.0311544 | Time: 2254.41 ms [2021-01-21 22:44:01 main:574] : INFO : Epoch 1897 | loss: 0.031153 | val_loss: 0.0311672 | Time: 2289.92 ms [2021-01-21 22:44:03 main:574] : INFO : Epoch 1898 | loss: 0.0311514 | val_loss: 0.0311523 | Time: 2295.61 ms [2021-01-21 22:44:05 main:574] : INFO : Epoch 1899 | loss: 0.0311446 | val_loss: 0.0311519 | Time: 2307.14 ms [2021-01-21 22:44:08 main:574] : INFO : Epoch 1900 | loss: 0.0311451 | val_loss: 0.031154 | Time: 2324.95 ms [2021-01-21 22:44:10 main:574] : INFO : Epoch 1901 | loss: 0.0311424 | val_loss: 0.0311533 | Time: 2206.68 ms [2021-01-21 22:44:12 main:574] : INFO : Epoch 1902 | loss: 0.0311418 | val_loss: 0.0311529 | Time: 2175.81 ms [2021-01-21 22:44:15 main:574] : INFO : Epoch 1903 | loss: 0.0311432 | val_loss: 0.031153 | Time: 2242.15 ms [2021-01-21 22:44:17 main:574] : INFO : Epoch 1904 | loss: 0.0311455 | val_loss: 0.0311511 | Time: 2300.44 ms [2021-01-21 22:44:19 main:574] : INFO : Epoch 1905 | loss: 0.0311426 | val_loss: 0.0311516 | Time: 2271.59 ms [2021-01-21 22:44:22 main:574] : INFO : Epoch 1906 | loss: 0.0311408 | val_loss: 0.0311511 | Time: 2311.73 ms [2021-01-21 22:44:24 main:574] : INFO : Epoch 1907 | loss: 0.0311396 | val_loss: 0.0311528 | Time: 2279.97 ms [2021-01-21 22:44:26 main:574] : INFO : Epoch 1908 | loss: 0.0311423 | val_loss: 0.0311515 | Time: 2344.09 ms [2021-01-21 22:44:29 main:574] : INFO : Epoch 1909 | loss: 0.0311382 | val_loss: 0.031157 | Time: 2309.72 ms [2021-01-21 22:44:31 main:574] : INFO : Epoch 1910 | loss: 0.0311372 | val_loss: 0.0311482 | Time: 2223.36 ms [2021-01-21 22:44:33 main:574] : INFO : Epoch 1911 | loss: 0.0311339 | val_loss: 0.031153 | Time: 2295.18 ms [2021-01-21 22:44:36 main:574] : INFO : Epoch 1912 | loss: 0.031133 | val_loss: 0.0311527 | Time: 2260.28 ms [2021-01-21 22:44:38 main:574] : INFO : Epoch 1913 | loss: 0.031134 | val_loss: 0.0311498 | Time: 2212.27 ms [2021-01-21 22:44:40 main:574] : INFO : Epoch 1914 | loss: 0.0311342 | val_loss: 0.0311536 | Time: 2293.87 ms [2021-01-21 22:44:43 main:574] : INFO : Epoch 1915 | loss: 0.0311297 | val_loss: 0.0311507 | Time: 2342.22 ms [2021-01-21 22:44:45 main:574] : INFO : Epoch 1916 | loss: 0.0311293 | val_loss: 0.0311523 | Time: 2258.78 ms [2021-01-21 22:44:47 main:574] : INFO : Epoch 1917 | loss: 0.0311352 | val_loss: 0.0311563 | Time: 2213.57 ms [2021-01-21 22:44:49 main:574] : INFO : Epoch 1918 | loss: 0.0311402 | val_loss: 0.0311504 | Time: 2200.92 ms [2021-01-21 22:44:52 main:574] : INFO : Epoch 1919 | loss: 0.0311364 | val_loss: 0.0311495 | Time: 2390.03 ms [2021-01-21 22:44:54 main:574] : INFO : Epoch 1920 | loss: 0.0311383 | val_loss: 0.031151 | Time: 2273.11 ms [2021-01-21 22:44:57 main:574] : INFO : Epoch 1921 | loss: 0.0311375 | val_loss: 0.03115 | Time: 2225.42 ms [2021-01-21 22:44:59 main:574] : INFO : Epoch 1922 | loss: 0.0311356 | val_loss: 0.031153 | Time: 2242.94 ms [2021-01-21 22:45:01 main:574] : INFO : Epoch 1923 | loss: 0.0311347 | val_loss: 0.0311514 | Time: 2246.44 ms [2021-01-21 22:45:04 main:574] : INFO : Epoch 1924 | loss: 0.0311343 | val_loss: 0.0311518 | Time: 2309.45 ms [2021-01-21 22:45:06 main:574] : INFO : Epoch 1925 | loss: 0.0311335 | val_loss: 0.031151 | Time: 2277.95 ms [2021-01-21 22:45:08 main:574] : INFO : Epoch 1926 | loss: 0.0311293 | val_loss: 0.0311523 | Time: 2390.25 ms [2021-01-21 22:45:11 main:574] : INFO : Epoch 1927 | loss: 0.0311284 | val_loss: 0.0311496 | Time: 2324.64 ms [2021-01-21 22:45:13 main:574] : INFO : Epoch 1928 | loss: 0.0311311 | val_loss: 0.0311569 | Time: 2242.38 ms [2021-01-21 22:45:15 main:574] : INFO : Epoch 1929 | loss: 0.031132 | val_loss: 0.031164 | Time: 2233.56 ms [2021-01-21 22:45:18 main:574] : INFO : Epoch 1930 | loss: 0.0311269 | val_loss: 0.0311527 | Time: 2468.76 ms [2021-01-21 22:45:20 main:574] : INFO : Epoch 1931 | loss: 0.0311242 | val_loss: 0.0311506 | Time: 2331.11 ms [2021-01-21 22:45:23 main:574] : INFO : Epoch 1932 | loss: 0.0311238 | val_loss: 0.0311518 | Time: 2305.29 ms [2021-01-21 22:45:25 main:574] : INFO : Epoch 1933 | loss: 0.0311217 | val_loss: 0.0311534 | Time: 2221.97 ms [2021-01-21 22:45:27 main:574] : INFO : Epoch 1934 | loss: 0.0311206 | val_loss: 0.0311574 | Time: 2249.02 ms [2021-01-21 22:45:30 main:574] : INFO : Epoch 1935 | loss: 0.0311225 | val_loss: 0.0311524 | Time: 2202.09 ms [2021-01-21 22:45:32 main:574] : INFO : Epoch 1936 | loss: 0.0311211 | val_loss: 0.0311524 | Time: 2250.31 ms [2021-01-21 22:45:34 main:574] : INFO : Epoch 1937 | loss: 0.0311201 | val_loss: 0.031154 | Time: 2283.59 ms [2021-01-21 22:45:36 main:574] : INFO : Epoch 1938 | loss: 0.0311216 | val_loss: 0.031161 | Time: 2300.41 ms [2021-01-21 22:45:39 main:574] : INFO : Epoch 1939 | loss: 0.0311226 | val_loss: 0.0311495 | Time: 2356.18 ms [2021-01-21 22:45:41 main:574] : INFO : Epoch 1940 | loss: 0.0311203 | val_loss: 0.0311504 | Time: 2306.84 ms [2021-01-21 22:45:44 main:574] : INFO : Epoch 1941 | loss: 0.0311199 | val_loss: 0.0311541 | Time: 2267.89 ms [2021-01-21 22:45:46 main:574] : INFO : Epoch 1942 | loss: 0.0311221 | val_loss: 0.0311578 | Time: 2284.59 ms [2021-01-21 22:45:48 main:574] : INFO : Epoch 1943 | loss: 0.0311233 | val_loss: 0.0311559 | Time: 2201.08 ms [2021-01-21 22:45:50 main:574] : INFO : Epoch 1944 | loss: 0.0311298 | val_loss: 0.0311487 | Time: 2195.93 ms [2021-01-21 22:45:53 main:574] : INFO : Epoch 1945 | loss: 0.0311257 | val_loss: 0.031147 | Time: 2321.58 ms [2021-01-21 22:45:55 main:574] : INFO : Epoch 1946 | loss: 0.0311265 | val_loss: 0.0311569 | Time: 2249.77 ms [2021-01-21 22:45:57 main:574] : INFO : Epoch 1947 | loss: 0.0311236 | val_loss: 0.0311523 | Time: 2300.25 ms [2021-01-21 22:46:00 main:574] : INFO : Epoch 1948 | loss: 0.031121 | val_loss: 0.0311476 | Time: 2274.94 ms [2021-01-21 22:46:02 main:574] : INFO : Epoch 1949 | loss: 0.0311215 | val_loss: 0.0311497 | Time: 2364.92 ms [2021-01-21 22:46:05 main:574] : INFO : Epoch 1950 | loss: 0.0311208 | val_loss: 0.031152 | Time: 2303.03 ms [2021-01-21 22:46:07 main:574] : INFO : Epoch 1951 | loss: 0.0311213 | val_loss: 0.0311501 | Time: 2268.72 ms [2021-01-21 22:46:09 main:574] : INFO : Epoch 1952 | loss: 0.0311212 | val_loss: 0.0311534 | Time: 2285.36 ms [2021-01-21 22:46:12 main:574] : INFO : Epoch 1953 | loss: 0.0311207 | val_loss: 0.0311557 | Time: 2298.56 ms [2021-01-21 22:46:14 main:574] : INFO : Epoch 1954 | loss: 0.0311199 | val_loss: 0.0311575 | Time: 2302.05 ms [2021-01-21 22:46:16 main:574] : INFO : Epoch 1955 | loss: 0.0311236 | val_loss: 0.0311544 | Time: 2211.13 ms [2021-01-21 22:46:19 main:574] : INFO : Epoch 1956 | loss: 0.0311259 | val_loss: 0.0311556 | Time: 2394.67 ms [2021-01-21 22:46:21 main:574] : INFO : Epoch 1957 | loss: 0.0311224 | val_loss: 0.0311493 | Time: 2264.19 ms [2021-01-21 22:46:23 main:574] : INFO : Epoch 1958 | loss: 0.0311202 | val_loss: 0.0311542 | Time: 2411.85 ms [2021-01-21 22:46:26 main:574] : INFO : Epoch 1959 | loss: 0.031119 | val_loss: 0.0311522 | Time: 2326.91 ms [2021-01-21 22:46:28 main:574] : INFO : Epoch 1960 | loss: 0.0311224 | val_loss: 0.0311508 | Time: 2314.89 ms [2021-01-21 22:46:31 main:574] : INFO : Epoch 1961 | loss: 0.0311233 | val_loss: 0.0311484 | Time: 2246.25 ms [2021-01-21 22:46:33 main:574] : INFO : Epoch 1962 | loss: 0.0311178 | val_loss: 0.0311509 | Time: 2174.2 ms [2021-01-21 22:46:35 main:574] : INFO : Epoch 1963 | loss: 0.0311157 | val_loss: 0.0311474 | Time: 2181.01 ms [2021-01-21 22:46:37 main:574] : INFO : Epoch 1964 | loss: 0.0311144 | val_loss: 0.0311536 | Time: 2275.77 ms [2021-01-21 22:46:40 main:574] : INFO : Epoch 1965 | loss: 0.0311148 | val_loss: 0.0311533 | Time: 2451.57 ms [2021-01-21 22:46:42 main:574] : INFO : Epoch 1966 | loss: 0.0311131 | val_loss: 0.0311495 | Time: 2292.61 ms [2021-01-21 22:46:44 main:574] : INFO : Epoch 1967 | loss: 0.0311215 | val_loss: 0.0311526 | Time: 2231.85 ms [2021-01-21 22:46:47 main:574] : INFO : Epoch 1968 | loss: 0.0311173 | val_loss: 0.0311506 | Time: 2281.18 ms [2021-01-21 22:46:49 main:574] : INFO : Epoch 1969 | loss: 0.0311162 | val_loss: 0.0311508 | Time: 2229.78 ms [2021-01-21 22:46:51 main:574] : INFO : Epoch 1970 | loss: 0.0311143 | val_loss: 0.0311539 | Time: 2311.84 ms [2021-01-21 22:46:54 main:574] : INFO : Epoch 1971 | loss: 0.0311136 | val_loss: 0.0311572 | Time: 2231.21 ms [2021-01-21 22:46:56 main:574] : INFO : Epoch 1972 | loss: 0.0311155 | val_loss: 0.0311547 | Time: 2106.63 ms [2021-01-21 22:46:58 main:574] : INFO : Epoch 1973 | loss: 0.0311169 | val_loss: 0.0311511 | Time: 2069.15 ms [2021-01-21 22:47:00 main:574] : INFO : Epoch 1974 | loss: 0.0311145 | val_loss: 0.0311531 | Time: 2047.38 ms [2021-01-21 22:47:02 main:574] : INFO : Epoch 1975 | loss: 0.031119 | val_loss: 0.031151 | Time: 2045.4 ms [2021-01-21 22:47:04 main:574] : INFO : Epoch 1976 | loss: 0.0311182 | val_loss: 0.0311493 | Time: 2040.57 ms [2021-01-21 22:47:06 main:574] : INFO : Epoch 1977 | loss: 0.0311154 | val_loss: 0.0311508 | Time: 2056.63 ms [2021-01-21 22:47:08 main:574] : INFO : Epoch 1978 | loss: 0.0311141 | val_loss: 0.0311524 | Time: 2188.02 ms [2021-01-21 22:47:11 main:574] : INFO : Epoch 1979 | loss: 0.0311149 | val_loss: 0.0311491 | Time: 2249.98 ms [2021-01-21 22:47:13 main:574] : INFO : Epoch 1980 | loss: 0.0311217 | val_loss: 0.03115 | Time: 2330.72 ms [2021-01-21 22:47:15 main:574] : INFO : Epoch 1981 | loss: 0.0311211 | val_loss: 0.0311509 | Time: 2217.94 ms [2021-01-21 22:47:18 main:574] : INFO : Epoch 1982 | loss: 0.031119 | val_loss: 0.0311531 | Time: 2160.7 ms [2021-01-21 22:47:20 main:574] : INFO : Epoch 1983 | loss: 0.0311172 | val_loss: 0.0311503 | Time: 2150.84 ms [2021-01-21 22:47:22 main:574] : INFO : Epoch 1984 | loss: 0.0311177 | val_loss: 0.031145 | Time: 2179.13 ms [2021-01-21 22:47:24 main:574] : INFO : Epoch 1985 | loss: 0.0311143 | val_loss: 0.0311495 | Time: 2158.11 ms [2021-01-21 22:47:26 main:574] : INFO : Epoch 1986 | loss: 0.031112 | val_loss: 0.0311544 | Time: 2129.18 ms [2021-01-21 22:47:28 main:574] : INFO : Epoch 1987 | loss: 0.0311116 | val_loss: 0.0311523 | Time: 2033.1 ms [2021-01-21 22:47:30 main:574] : INFO : Epoch 1988 | loss: 0.0311091 | val_loss: 0.0311533 | Time: 2050.92 ms [2021-01-21 22:47:33 main:574] : INFO : Epoch 1989 | loss: 0.0311116 | val_loss: 0.0311462 | Time: 2027.05 ms [2021-01-21 22:47:35 main:574] : INFO : Epoch 1990 | loss: 0.0311131 | val_loss: 0.0311481 | Time: 2039.46 ms [2021-01-21 22:47:37 main:574] : INFO : Epoch 1991 | loss: 0.0311097 | val_loss: 0.0311466 | Time: 2027.58 ms [2021-01-21 22:47:39 main:574] : INFO : Epoch 1992 | loss: 0.0311131 | val_loss: 0.0311483 | Time: 2100.59 ms [2021-01-21 22:47:41 main:574] : INFO : Epoch 1993 | loss: 0.0311114 | val_loss: 0.03115 | Time: 2058.13 ms [2021-01-21 22:47:43 main:574] : INFO : Epoch 1994 | loss: 0.0311109 | val_loss: 0.0311521 | Time: 2093.91 ms [2021-01-21 22:47:45 main:574] : INFO : Epoch 1995 | loss: 0.0311098 | val_loss: 0.0311494 | Time: 2323.88 ms [2021-01-21 22:47:48 main:574] : INFO : Epoch 1996 | loss: 0.0311132 | val_loss: 0.0311476 | Time: 2330.56 ms [2021-01-21 22:47:50 main:574] : INFO : Epoch 1997 | loss: 0.0311193 | val_loss: 0.0311499 | Time: 2190.53 ms [2021-01-21 22:47:52 main:574] : INFO : Epoch 1998 | loss: 0.0311288 | val_loss: 0.0311502 | Time: 2085.21 ms [2021-01-21 22:47:54 main:574] : INFO : Epoch 1999 | loss: 0.0311209 | val_loss: 0.0311487 | Time: 2249.07 ms [2021-01-21 22:47:57 main:574] : INFO : Epoch 2000 | loss: 0.0311184 | val_loss: 0.031154 | Time: 2293.84 ms [2021-01-21 22:47:59 main:574] : INFO : Epoch 2001 | loss: 0.0311152 | val_loss: 0.0311474 | Time: 2197.23 ms [2021-01-21 22:48:01 main:574] : INFO : Epoch 2002 | loss: 0.0311151 | val_loss: 0.0311506 | Time: 2060.46 ms [2021-01-21 22:48:03 main:574] : INFO : Epoch 2003 | loss: 0.0311133 | val_loss: 0.0311487 | Time: 2027.52 ms [2021-01-21 22:48:05 main:574] : INFO : Epoch 2004 | loss: 0.0311115 | val_loss: 0.0311631 | Time: 2049.99 ms [2021-01-21 22:48:07 main:574] : INFO : Epoch 2005 | loss: 0.0311135 | val_loss: 0.0311532 | Time: 2178.45 ms [2021-01-21 22:48:10 main:574] : INFO : Epoch 2006 | loss: 0.0311368 | val_loss: 0.0311533 | Time: 2364.06 ms [2021-01-21 22:48:12 main:574] : INFO : Epoch 2007 | loss: 0.0311424 | val_loss: 0.0311518 | Time: 2292.81 ms [2021-01-21 22:48:15 main:574] : INFO : Epoch 2008 | loss: 0.0311367 | val_loss: 0.0311535 | Time: 2295.05 ms [2021-01-21 22:48:17 main:574] : INFO : Epoch 2009 | loss: 0.0311335 | val_loss: 0.0311503 | Time: 2239.54 ms [2021-01-21 22:48:19 main:574] : INFO : Epoch 2010 | loss: 0.0311311 | val_loss: 0.0311473 | Time: 2354.13 ms [2021-01-21 22:48:21 main:574] : INFO : Epoch 2011 | loss: 0.0311282 | val_loss: 0.0311497 | Time: 2059.89 ms [2021-01-21 22:48:23 main:574] : INFO : Epoch 2012 | loss: 0.0311269 | val_loss: 0.0311491 | Time: 2031.58 ms [2021-01-21 22:48:25 main:574] : INFO : Epoch 2013 | loss: 0.031126 | val_loss: 0.031145 | Time: 2086.92 ms [2021-01-21 22:48:28 main:574] : INFO : Epoch 2014 | loss: 0.0311232 | val_loss: 0.0311481 | Time: 2040.58 ms [2021-01-21 22:48:30 main:574] : INFO : Epoch 2015 | loss: 0.0311224 | val_loss: 0.0311476 | Time: 2052.31 ms [2021-01-21 22:48:32 main:574] : INFO : Epoch 2016 | loss: 0.031124 | val_loss: 0.0311486 | Time: 2036.27 ms [2021-01-21 22:48:34 main:574] : INFO : Epoch 2017 | loss: 0.0311229 | val_loss: 0.0311483 | Time: 2262.9 ms [2021-01-21 22:48:36 main:574] : INFO : Epoch 2018 | loss: 0.0311206 | val_loss: 0.0311476 | Time: 2252.49 ms [2021-01-21 22:48:39 main:574] : INFO : Epoch 2019 | loss: 0.0311209 | val_loss: 0.0311503 | Time: 2208.94 ms [2021-01-21 22:48:41 main:574] : INFO : Epoch 2020 | loss: 0.031121 | val_loss: 0.0311519 | Time: 2195.39 ms [2021-01-21 22:48:43 main:574] : INFO : Epoch 2021 | loss: 0.0311176 | val_loss: 0.0311529 | Time: 2400.54 ms [2021-01-21 22:48:45 main:574] : INFO : Epoch 2022 | loss: 0.0311164 | val_loss: 0.0311525 | Time: 2195.56 ms [2021-01-21 22:48:48 main:574] : INFO : Epoch 2023 | loss: 0.0311154 | val_loss: 0.0311528 | Time: 2322.93 ms [2021-01-21 22:48:50 main:574] : INFO : Epoch 2024 | loss: 0.0311169 | val_loss: 0.0311529 | Time: 2240.56 ms [2021-01-21 22:48:52 main:574] : INFO : Epoch 2025 | loss: 0.0311167 | val_loss: 0.0311542 | Time: 2252.48 ms [2021-01-21 22:48:55 main:574] : INFO : Epoch 2026 | loss: 0.0311148 | val_loss: 0.031154 | Time: 2261.36 ms [2021-01-21 22:48:57 main:574] : INFO : Epoch 2027 | loss: 0.031115 | val_loss: 0.0311508 | Time: 2349.3 ms [2021-01-21 22:48:59 main:574] : INFO : Epoch 2028 | loss: 0.0311171 | val_loss: 0.0311482 | Time: 2255.58 ms [2021-01-21 22:49:02 main:574] : INFO : Epoch 2029 | loss: 0.0311173 | val_loss: 0.0311549 | Time: 2407.65 ms [2021-01-21 22:49:04 main:574] : INFO : Epoch 2030 | loss: 0.0311159 | val_loss: 0.0311501 | Time: 2222.52 ms [2021-01-21 22:49:07 main:574] : INFO : Epoch 2031 | loss: 0.0311169 | val_loss: 0.0311507 | Time: 2306.28 ms [2021-01-21 22:49:09 main:574] : INFO : Epoch 2032 | loss: 0.0311118 | val_loss: 0.0311553 | Time: 2255.23 ms [2021-01-21 22:49:11 main:574] : INFO : Epoch 2033 | loss: 0.0311114 | val_loss: 0.031154 | Time: 2277.55 ms [2021-01-21 22:49:14 main:574] : INFO : Epoch 2034 | loss: 0.0311132 | val_loss: 0.0311527 | Time: 2318.96 ms [2021-01-21 22:49:16 main:574] : INFO : Epoch 2035 | loss: 0.0311144 | val_loss: 0.0311576 | Time: 2307.45 ms [2021-01-21 22:49:19 main:574] : INFO : Epoch 2036 | loss: 0.0311108 | val_loss: 0.0311541 | Time: 2334.24 ms [2021-01-21 22:49:21 main:574] : INFO : Epoch 2037 | loss: 0.031111 | val_loss: 0.0311539 | Time: 2212.25 ms [2021-01-21 22:49:23 main:574] : INFO : Epoch 2038 | loss: 0.0311107 | val_loss: 0.0311492 | Time: 2286.06 ms [2021-01-21 22:49:25 main:574] : INFO : Epoch 2039 | loss: 0.031109 | val_loss: 0.0311536 | Time: 2301.81 ms [2021-01-21 22:49:28 main:574] : INFO : Epoch 2040 | loss: 0.0311096 | val_loss: 0.0311528 | Time: 2280.99 ms [2021-01-21 22:49:30 main:574] : INFO : Epoch 2041 | loss: 0.031113 | val_loss: 0.0311596 | Time: 2277.92 ms [2021-01-21 22:49:32 main:574] : INFO : Epoch 2042 | loss: 0.0311186 | val_loss: 0.0311603 | Time: 2253.67 ms [2021-01-21 22:49:35 main:574] : INFO : Epoch 2043 | loss: 0.0311152 | val_loss: 0.0311582 | Time: 2181.37 ms [2021-01-21 22:49:37 main:574] : INFO : Epoch 2044 | loss: 0.0311147 | val_loss: 0.0311582 | Time: 2222.81 ms [2021-01-21 22:49:39 main:574] : INFO : Epoch 2045 | loss: 0.0311134 | val_loss: 0.0311586 | Time: 2455.66 ms [2021-01-21 22:49:42 main:574] : INFO : Epoch 2046 | loss: 0.0311111 | val_loss: 0.0311621 | Time: 2335.95 ms [2021-01-21 22:49:44 main:574] : INFO : Epoch 2047 | loss: 0.03111 | val_loss: 0.0311601 | Time: 2251.91 ms [2021-01-21 22:49:47 main:574] : INFO : Epoch 2048 | loss: 0.0311115 | val_loss: 0.0311543 | Time: 2309.98 ms [2021-01-21 22:49:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311543 [2021-01-21 22:49:47 main:603] : INFO : Saving end state to config to file [2021-01-21 22:49:47 main:608] : INFO : Success, exiting.. 22:49:47 (11976): 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)