Task 3736345
| Name | ParityModified-1611091093-24097-0_0 |
| Workunit | 1918817 |
| Created | 19 Jan 2021, 21:18:18 UTC |
| Sent | 21 Jan 2021, 10:42:40 UTC |
| Report deadline | 29 Jan 2021, 10:42:40 UTC |
| Received | 21 Jan 2021, 12:39:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 1 hours 17 min 49 sec |
| CPU time | 1 hours 13 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,467.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312528 | val_loss: 0.0312559 | Time: 2246.79 ms
[2021-01-21 03:48:15 main:574] : INFO : Epoch 1543 | loss: 0.0312515 | val_loss: 0.0312526 | Time: 2189.16 ms
[2021-01-21 03:48:18 main:574] : INFO : Epoch 1544 | loss: 0.0312515 | val_loss: 0.0312534 | Time: 2233.47 ms
[2021-01-21 03:48:20 main:574] : INFO : Epoch 1545 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2199.05 ms
[2021-01-21 03:48:22 main:574] : INFO : Epoch 1546 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2324.73 ms
[2021-01-21 03:48:24 main:574] : INFO : Epoch 1547 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2205.28 ms
[2021-01-21 03:48:27 main:574] : INFO : Epoch 1548 | loss: 0.0312504 | val_loss: 0.0312529 | Time: 2165.59 ms
[2021-01-21 03:48:29 main:574] : INFO : Epoch 1549 | loss: 0.0312507 | val_loss: 0.0312552 | Time: 2275.8 ms
[2021-01-21 03:48:31 main:574] : INFO : Epoch 1550 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 2214.49 ms
[2021-01-21 03:48:33 main:574] : INFO : Epoch 1551 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 2216.23 ms
[2021-01-21 03:48:36 main:574] : INFO : Epoch 1552 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2225.37 ms
[2021-01-21 03:48:38 main:574] : INFO : Epoch 1553 | loss: 0.0312498 | val_loss: 0.031251 | Time: 2254.7 ms
[2021-01-21 03:48:40 main:574] : INFO : Epoch 1554 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2172.24 ms
[2021-01-21 03:48:43 main:574] : INFO : Epoch 1555 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 2298.43 ms
[2021-01-21 03:48:45 main:574] : INFO : Epoch 1556 | loss: 0.0312514 | val_loss: 0.0312583 | Time: 2258.1 ms
[2021-01-21 03:48:47 main:574] : INFO : Epoch 1557 | loss: 0.0312539 | val_loss: 0.0312523 | Time: 2198.53 ms
[2021-01-21 03:48:49 main:574] : INFO : Epoch 1558 | loss: 0.0312524 | val_loss: 0.0312504 | Time: 2313.84 ms
[2021-01-21 03:48:52 main:574] : INFO : Epoch 1559 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 2190.78 ms
[2021-01-21 03:48:54 main:574] : INFO : Epoch 1560 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2274.48 ms
[2021-01-21 03:48:56 main:574] : INFO : Epoch 1561 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2277.69 ms
[2021-01-21 03:48:58 main:574] : INFO : Epoch 1562 | loss: 0.0312503 | val_loss: 0.0312543 | Time: 2201.96 ms
[2021-01-21 03:49:01 main:574] : INFO : Epoch 1563 | loss: 0.0312512 | val_loss: 0.0312567 | Time: 2251.06 ms
[2021-01-21 03:49:03 main:574] : INFO : Epoch 1564 | loss: 0.0312518 | val_loss: 0.0312527 | Time: 2206.49 ms
[2021-01-21 03:49:05 main:574] : INFO : Epoch 1565 | loss: 0.031251 | val_loss: 0.0312537 | Time: 2432.26 ms
[2021-01-21 03:49:08 main:574] : INFO : Epoch 1566 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 2264.6 ms
[2021-01-21 03:49:10 main:574] : INFO : Epoch 1567 | loss: 0.0312512 | val_loss: 0.031252 | Time: 2267.94 ms
[2021-01-21 03:49:12 main:574] : INFO : Epoch 1568 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2238.55 ms
[2021-01-21 03:49:15 main:574] : INFO : Epoch 1569 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 2337.3 ms
[2021-01-21 03:49:17 main:574] : INFO : Epoch 1570 | loss: 0.0312506 | val_loss: 0.0312528 | Time: 2278.22 ms
[2021-01-21 03:49:19 main:574] : INFO : Epoch 1571 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2371.7 ms
[2021-01-21 03:49:22 main:574] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2298.63 ms
[2021-01-21 03:49:24 main:574] : INFO : Epoch 1573 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2227.95 ms
[2021-01-21 03:49:26 main:574] : INFO : Epoch 1574 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2279.96 ms
[2021-01-21 03:49:28 main:574] : INFO : Epoch 1575 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2186.71 ms
[2021-01-21 03:49:31 main:574] : INFO : Epoch 1576 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 2240.12 ms
[2021-01-21 03:49:33 main:574] : INFO : Epoch 1577 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2249.08 ms
[2021-01-21 03:49:35 main:574] : INFO : Epoch 1578 | loss: 0.0312503 | val_loss: 0.0312533 | Time: 2232.73 ms
[2021-01-21 03:49:37 main:574] : INFO : Epoch 1579 | loss: 0.03125 | val_loss: 0.0312517 | Time: 2096.99 ms
[2021-01-21 03:49:39 main:574] : INFO : Epoch 1580 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 2083.6 ms
[2021-01-21 03:49:41 main:574] : INFO : Epoch 1581 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2039.35 ms
[2021-01-21 03:49:43 main:574] : INFO : Epoch 1582 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 2020.42 ms
[2021-01-21 03:49:46 main:574] : INFO : Epoch 1583 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 2126.6 ms
[2021-01-21 03:49:48 main:574] : INFO : Epoch 1584 | loss: 0.0312488 | val_loss: 0.0312512 | Time: 2065.95 ms
[2021-01-21 03:49:50 main:574] : INFO : Epoch 1585 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 2100.28 ms
[2021-01-21 03:49:52 main:574] : INFO : Epoch 1586 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2093.36 ms
[2021-01-21 03:49:54 main:574] : INFO : Epoch 1587 | loss: 0.0312489 | val_loss: 0.0312514 | Time: 2111.32 ms
[2021-01-21 03:49:56 main:574] : INFO : Epoch 1588 | loss: 0.0312489 | val_loss: 0.0312509 | Time: 2110.75 ms
[2021-01-21 03:49:58 main:574] : INFO : Epoch 1589 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2246.24 ms
[2021-01-21 03:50:01 main:574] : INFO : Epoch 1590 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2253.66 ms
[2021-01-21 03:50:03 main:574] : INFO : Epoch 1591 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 2243.04 ms
[2021-01-21 03:50:05 main:574] : INFO : Epoch 1592 | loss: 0.0312492 | val_loss: 0.0312509 | Time: 2193.98 ms
[2021-01-21 03:50:07 main:574] : INFO : Epoch 1593 | loss: 0.0312492 | val_loss: 0.0312534 | Time: 2191.46 ms
[2021-01-21 03:50:10 main:574] : INFO : Epoch 1594 | loss: 0.0312501 | val_loss: 0.0312529 | Time: 2210.4 ms
[2021-01-21 03:50:12 main:574] : INFO : Epoch 1595 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 2182.83 ms
[2021-01-21 03:50:14 main:574] : INFO : Epoch 1596 | loss: 0.0312486 | val_loss: 0.031252 | Time: 2200.09 ms
[2021-01-21 03:50:16 main:574] : INFO : Epoch 1597 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2197.95 ms
[2021-01-21 03:50:19 main:574] : INFO : Epoch 1598 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2201.9 ms
[2021-01-21 03:50:21 main:574] : INFO : Epoch 1599 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2159.29 ms
[2021-01-21 03:50:23 main:574] : INFO : Epoch 1600 | loss: 0.0312493 | val_loss: 0.0312539 | Time: 2182.2 ms
[2021-01-21 03:50:25 main:574] : INFO : Epoch 1601 | loss: 0.0312495 | val_loss: 0.0312522 | Time: 2204.46 ms
[2021-01-21 03:50:27 main:574] : INFO : Epoch 1602 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 2303.63 ms
[2021-01-21 03:50:30 main:574] : INFO : Epoch 1603 | loss: 0.0312482 | val_loss: 0.0312506 | Time: 2287.64 ms
[2021-01-21 03:50:32 main:574] : INFO : Epoch 1604 | loss: 0.0312482 | val_loss: 0.0312528 | Time: 2147.82 ms
[2021-01-21 03:50:34 main:574] : INFO : Epoch 1605 | loss: 0.0312473 | val_loss: 0.0312502 | Time: 2251.16 ms
[2021-01-21 03:50:36 main:574] : INFO : Epoch 1606 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2193.83 ms
[2021-01-21 03:50:39 main:574] : INFO : Epoch 1607 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2236.7 ms
[2021-01-21 03:50:41 main:574] : INFO : Epoch 1608 | loss: 0.0312486 | val_loss: 0.0312507 | Time: 2194.16 ms
[2021-01-21 03:50:43 main:574] : INFO : Epoch 1609 | loss: 0.03125 | val_loss: 0.0312487 | Time: 2139.79 ms
[2021-01-21 03:50:45 main:574] : INFO : Epoch 1610 | loss: 0.031252 | val_loss: 0.0312533 | Time: 2123.61 ms
[2021-01-21 03:50:47 main:574] : INFO : Epoch 1611 | loss: 0.03125 | val_loss: 0.0312525 | Time: 2154.97 ms
[2021-01-21 03:50:50 main:574] : INFO : Epoch 1612 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 2144.62 ms
[2021-01-21 03:50:52 main:574] : INFO : Epoch 1613 | loss: 0.031246 | val_loss: 0.0312484 | Time: 2125.96 ms
[2021-01-21 03:50:54 main:574] : INFO : Epoch 1614 | loss: 0.0312474 | val_loss: 0.0312485 | Time: 2171.39 ms
[2021-01-21 03:50:56 main:574] : INFO : Epoch 1615 | loss: 0.031247 | val_loss: 0.0312478 | Time: 2146.09 ms
[2021-01-21 03:50:58 main:574] : INFO : Epoch 1616 | loss: 0.031247 | val_loss: 0.0312512 | Time: 2395 ms
[2021-01-21 03:51:01 main:574] : INFO : Epoch 1617 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 2199.74 ms
[2021-01-21 03:51:03 main:574] : INFO : Epoch 1618 | loss: 0.0312478 | val_loss: 0.031251 | Time: 2211.21 ms
[2021-01-21 03:51:05 main:574] : INFO : Epoch 1619 | loss: 0.0312467 | val_loss: 0.0312519 | Time: 2200.5 ms
[2021-01-21 03:51:07 main:574] : INFO : Epoch 1620 | loss: 0.0312451 | val_loss: 0.0312501 | Time: 2169.94 ms
[2021-01-21 03:51:10 main:574] : INFO : Epoch 1621 | loss: 0.0312452 | val_loss: 0.0312515 | Time: 2268.28 ms
[2021-01-21 03:51:12 main:574] : INFO : Epoch 1622 | loss: 0.0312508 | val_loss: 0.0312538 | Time: 2290.42 ms
[2021-01-21 03:51:14 main:574] : INFO : Epoch 1623 | loss: 0.0312492 | val_loss: 0.0312511 | Time: 2310.66 ms
[2021-01-21 03:51:16 main:574] : INFO : Epoch 1624 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 2213.07 ms
[2021-01-21 03:51:19 main:574] : INFO : Epoch 1625 | loss: 0.0312476 | val_loss: 0.0312525 | Time: 2212.86 ms
[2021-01-21 03:51:21 main:574] : INFO : Epoch 1626 | loss: 0.0312485 | val_loss: 0.031247 | Time: 2112.22 ms
[2021-01-21 03:51:23 main:574] : INFO : Epoch 1627 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 2238.19 ms
[2021-01-21 03:51:25 main:574] : INFO : Epoch 1628 | loss: 0.0312457 | val_loss: 0.0312484 | Time: 2251.55 ms
[2021-01-21 03:51:28 main:574] : INFO : Epoch 1629 | loss: 0.0312435 | val_loss: 0.0312493 | Time: 2250.65 ms
[2021-01-21 03:51:30 main:574] : INFO : Epoch 1630 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 2245.14 ms
[2021-01-21 03:51:32 main:574] : INFO : Epoch 1631 | loss: 0.0312451 | val_loss: 0.0312532 | Time: 2204.35 ms
[2021-01-21 03:51:34 main:574] : INFO : Epoch 1632 | loss: 0.0312441 | val_loss: 0.0312467 | Time: 2219.04 ms
[2021-01-21 03:51:37 main:574] : INFO : Epoch 1633 | loss: 0.0312439 | val_loss: 0.0312418 | Time: 2198.21 ms
[2021-01-21 03:51:39 main:574] : INFO : Epoch 1634 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 2211.61 ms
[2021-01-21 03:51:41 main:574] : INFO : Epoch 1635 | loss: 0.0312472 | val_loss: 0.0312565 | Time: 2191.21 ms
[2021-01-21 03:51:43 main:574] : INFO : Epoch 1636 | loss: 0.0312448 | val_loss: 0.0312484 | Time: 2185.75 ms
[2021-01-21 03:51:46 main:574] : INFO : Epoch 1637 | loss: 0.0312354 | val_loss: 0.0312852 | Time: 2220.8 ms
[2021-01-21 03:51:48 main:574] : INFO : Epoch 1638 | loss: 0.0312545 | val_loss: 0.0312444 | Time: 2222.51 ms
[2021-01-21 03:51:50 main:574] : INFO : Epoch 1639 | loss: 0.0312386 | val_loss: 0.0312301 | Time: 2210.56 ms
[2021-01-21 03:51:52 main:574] : INFO : Epoch 1640 | loss: 0.0312748 | val_loss: 0.0312518 | Time: 2246.34 ms
[2021-01-21 03:51:55 main:574] : INFO : Epoch 1641 | loss: 0.0312586 | val_loss: 0.0312428 | Time: 2235.08 ms
[2021-01-21 03:51:57 main:574] : INFO : Epoch 1642 | loss: 0.0312395 | val_loss: 0.0312308 | Time: 2204.55 ms
[2021-01-21 03:51:59 main:574] : INFO : Epoch 1643 | loss: 0.031262 | val_loss: 0.0312573 | Time: 2197.91 ms
[2021-01-21 03:52:01 main:574] : INFO : Epoch 1644 | loss: 0.0312591 | val_loss: 0.0312565 | Time: 2225.23 ms
[2021-01-21 03:52:03 main:574] : INFO : Epoch 1645 | loss: 0.0312489 | val_loss: 0.0312474 | Time: 2202.63 ms
[2021-01-21 03:52:06 main:574] : INFO : Epoch 1646 | loss: 0.0312403 | val_loss: 0.0312299 | Time: 2212.55 ms
[2021-01-21 03:52:08 main:574] : INFO : Epoch 1647 | loss: 0.0312237 | val_loss: 0.0312677 | Time: 2315.18 ms
[2021-01-21 03:52:10 main:574] : INFO : Epoch 1648 | loss: 0.0312781 | val_loss: 0.0312516 | Time: 2202.3 ms
[2021-01-21 03:52:12 main:574] : INFO : Epoch 1649 | loss: 0.0312496 | val_loss: 0.0312475 | Time: 2162.83 ms
[2021-01-21 03:52:15 main:574] : INFO : Epoch 1650 | loss: 0.031243 | val_loss: 0.0312368 | Time: 2253.52 ms
[2021-01-21 03:52:17 main:574] : INFO : Epoch 1651 | loss: 0.031228 | val_loss: 0.0312127 | Time: 2175.33 ms
[2021-01-21 03:52:19 main:574] : INFO : Epoch 1652 | loss: 0.0312129 | val_loss: 0.0312472 | Time: 2185.43 ms
[2021-01-21 03:52:21 main:574] : INFO : Epoch 1653 | loss: 0.0312099 | val_loss: 0.0312061 | Time: 2198.28 ms
[2021-01-21 03:52:24 main:574] : INFO : Epoch 1654 | loss: 0.0312069 | val_loss: 0.0312316 | Time: 2213.95 ms
[2021-01-21 03:52:26 main:574] : INFO : Epoch 1655 | loss: 0.0312128 | val_loss: 0.0312054 | Time: 2228.75 ms
[2021-01-21 03:52:28 main:574] : INFO : Epoch 1656 | loss: 0.0312034 | val_loss: 0.0312299 | Time: 2168.33 ms
[2021-01-21 03:52:30 main:574] : INFO : Epoch 1657 | loss: 0.0312182 | val_loss: 0.0312392 | Time: 2205.09 ms
[2021-01-21 03:52:33 main:574] : INFO : Epoch 1658 | loss: 0.031217 | val_loss: 0.0312038 | Time: 2318.79 ms
[2021-01-21 03:52:35 main:574] : INFO : Epoch 1659 | loss: 0.0312122 | val_loss: 0.0312017 | Time: 2225.08 ms
[2021-01-21 03:52:37 main:574] : INFO : Epoch 1660 | loss: 0.0312096 | val_loss: 0.0312031 | Time: 2199.88 ms
[2021-01-21 03:52:39 main:574] : INFO : Epoch 1661 | loss: 0.0312007 | val_loss: 0.0311964 | Time: 2236.43 ms
[2021-01-21 03:52:42 main:574] : INFO : Epoch 1662 | loss: 0.0312013 | val_loss: 0.0312017 | Time: 2237.34 ms
[2021-01-21 03:52:44 main:574] : INFO : Epoch 1663 | loss: 0.0312048 | val_loss: 0.0312047 | Time: 2178.76 ms
[2021-01-21 03:52:46 main:574] : INFO : Epoch 1664 | loss: 0.0312011 | val_loss: 0.0311956 | Time: 2256.06 ms
[2021-01-21 03:52:48 main:574] : INFO : Epoch 1665 | loss: 0.0311941 | val_loss: 0.0311947 | Time: 2232.76 ms
[2021-01-21 03:52:51 main:574] : INFO : Epoch 1666 | loss: 0.0311945 | val_loss: 0.031193 | Time: 2225.53 ms
[2021-01-21 03:52:53 main:574] : INFO : Epoch 1667 | loss: 0.0311924 | val_loss: 0.0311972 | Time: 2236.3 ms
[2021-01-21 03:52:55 main:574] : INFO : Epoch 1668 | loss: 0.0311959 | val_loss: 0.0312012 | Time: 2171.88 ms
[2021-01-21 03:52:57 main:574] : INFO : Epoch 1669 | loss: 0.0311922 | val_loss: 0.0311927 | Time: 2240.71 ms
[2021-01-21 03:53:00 main:574] : INFO : Epoch 1670 | loss: 0.0311907 | val_loss: 0.0311932 | Time: 2252.96 ms
[2021-01-21 03:53:02 main:574] : INFO : Epoch 1671 | loss: 0.0311894 | val_loss: 0.0311913 | Time: 2302.76 ms
[2021-01-21 03:53:04 main:574] : INFO : Epoch 1672 | loss: 0.03119 | val_loss: 0.0311902 | Time: 2285.9 ms
[2021-01-21 03:53:06 main:574] : INFO : Epoch 1673 | loss: 0.0311851 | val_loss: 0.0311853 | Time: 2164.33 ms
[2021-01-21 03:53:09 main:574] : INFO : Epoch 1674 | loss: 0.0311859 | val_loss: 0.0311828 | Time: 2266.33 ms
[2021-01-21 03:53:11 main:574] : INFO : Epoch 1675 | loss: 0.0311847 | val_loss: 0.0311835 | Time: 2232.95 ms
[2021-01-21 03:53:13 main:574] : INFO : Epoch 1676 | loss: 0.0311815 | val_loss: 0.0311797 | Time: 2203.35 ms
[2021-01-21 03:53:15 main:574] : INFO : Epoch 1677 | loss: 0.0311849 | val_loss: 0.0311996 | Time: 2249.93 ms
[2021-01-21 03:53:18 main:574] : INFO : Epoch 1678 | loss: 0.031183 | val_loss: 0.0311806 | Time: 2278.33 ms
[2021-01-21 03:53:20 main:574] : INFO : Epoch 1679 | loss: 0.031176 | val_loss: 0.0311791 | Time: 2300.22 ms
[2021-01-21 03:53:22 main:574] : INFO : Epoch 1680 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 2247.9 ms
[2021-01-21 03:53:25 main:574] : INFO : Epoch 1681 | loss: 0.0311745 | val_loss: 0.031176 | Time: 2311.34 ms
[2021-01-21 03:53:27 main:574] : INFO : Epoch 1682 | loss: 0.0311721 | val_loss: 0.031177 | Time: 2192.81 ms
[2021-01-21 03:53:29 main:574] : INFO : Epoch 1683 | loss: 0.0311714 | val_loss: 0.0311827 | Time: 2253.62 ms
[2021-01-21 03:53:31 main:574] : INFO : Epoch 1684 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 2202.11 ms
[2021-01-21 03:53:34 main:574] : INFO : Epoch 1685 | loss: 0.0311765 | val_loss: 0.0311742 | Time: 2210.21 ms
[2021-01-21 03:53:36 main:574] : INFO : Epoch 1686 | loss: 0.0311691 | val_loss: 0.031179 | Time: 2244.48 ms
[2021-01-21 03:53:38 main:574] : INFO : Epoch 1687 | loss: 0.0311741 | val_loss: 0.031178 | Time: 2238.15 ms
[2021-01-21 03:53:40 main:574] : INFO : Epoch 1688 | loss: 0.0311712 | val_loss: 0.031178 | Time: 2282.21 ms
[2021-01-21 03:53:43 main:574] : INFO : Epoch 1689 | loss: 0.0311684 | val_loss: 0.0311816 | Time: 2273.22 ms
[2021-01-21 03:53:45 main:574] : INFO : Epoch 1690 | loss: 0.0311679 | val_loss: 0.0311776 | Time: 2265.54 ms
[2021-01-21 03:53:47 main:574] : INFO : Epoch 1691 | loss: 0.0311682 | val_loss: 0.0311726 | Time: 2326.42 ms
[2021-01-21 03:53:50 main:574] : INFO : Epoch 1692 | loss: 0.0311659 | val_loss: 0.0311791 | Time: 2260.2 ms
[2021-01-21 03:53:52 main:574] : INFO : Epoch 1693 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 2233.95 ms
[2021-01-21 03:53:54 main:574] : INFO : Epoch 1694 | loss: 0.031167 | val_loss: 0.0311835 | Time: 2344.65 ms
[2021-01-21 03:53:57 main:574] : INFO : Epoch 1695 | loss: 0.0311689 | val_loss: 0.0311742 | Time: 2250.55 ms
[2021-01-21 03:53:59 main:574] : INFO : Epoch 1696 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 2461.56 ms
[2021-01-21 03:54:01 main:574] : INFO : Epoch 1697 | loss: 0.0311645 | val_loss: 0.0311761 | Time: 2267.78 ms
[2021-01-21 03:54:04 main:574] : INFO : Epoch 1698 | loss: 0.0311644 | val_loss: 0.0311791 | Time: 2182.75 ms
[2021-01-21 03:54:06 main:574] : INFO : Epoch 1699 | loss: 0.0311636 | val_loss: 0.0311741 | Time: 2286.27 ms
[2021-01-21 03:54:08 main:574] : INFO : Epoch 1700 | loss: 0.0311634 | val_loss: 0.0311693 | Time: 2170.89 ms
[2021-01-21 03:54:10 main:574] : INFO : Epoch 1701 | loss: 0.0311628 | val_loss: 0.0311754 | Time: 2230.92 ms
[2021-01-21 03:54:13 main:574] : INFO : Epoch 1702 | loss: 0.031162 | val_loss: 0.0311759 | Time: 2186.46 ms
[2021-01-21 03:54:15 main:574] : INFO : Epoch 1703 | loss: 0.0311648 | val_loss: 0.0311782 | Time: 2304.18 ms
[2021-01-21 03:54:17 main:574] : INFO : Epoch 1704 | loss: 0.031165 | val_loss: 0.0311732 | Time: 2291.07 ms
[2021-01-21 03:54:19 main:574] : INFO : Epoch 1705 | loss: 0.0311611 | val_loss: 0.0311697 | Time: 2190.6 ms
[2021-01-21 03:54:22 main:574] : INFO : Epoch 1706 | loss: 0.0311604 | val_loss: 0.0311805 | Time: 2241.91 ms
[2021-01-21 03:54:24 main:574] : INFO : Epoch 1707 | loss: 0.0311609 | val_loss: 0.031173 | Time: 2179.93 ms
[2021-01-21 03:54:26 main:574] : INFO : Epoch 1708 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 2133.54 ms
[2021-01-21 03:54:28 main:574] : INFO : Epoch 1709 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 2254.34 ms
[2021-01-21 03:54:31 main:574] : INFO : Epoch 1710 | loss: 0.0311618 | val_loss: 0.0311697 | Time: 2220.4 ms
[2021-01-21 03:54:33 main:574] : INFO : Epoch 1711 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 2339.72 ms
[2021-01-21 03:54:35 main:574] : INFO : Epoch 1712 | loss: 0.0311614 | val_loss: 0.0311737 | Time: 2187.84 ms
[2021-01-21 03:54:37 main:574] : INFO : Epoch 1713 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 2272.13 ms
[2021-01-21 03:54:40 main:574] : INFO : Epoch 1714 | loss: 0.0311584 | val_loss: 0.031176 | Time: 2259.28 ms
[2021-01-21 03:54:42 main:574] : INFO : Epoch 1715 | loss: 0.0311597 | val_loss: 0.0311711 | Time: 2232.85 ms
[2021-01-21 03:54:44 main:574] : INFO : Epoch 1716 | loss: 0.0311587 | val_loss: 0.0311697 | Time: 2227.62 ms
[2021-01-21 03:54:46 main:574] : INFO : Epoch 1717 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 2189.05 ms
[2021-01-21 03:54:49 main:574] : INFO : Epoch 1718 | loss: 0.0311568 | val_loss: 0.0311709 | Time: 2215.6 ms
[2021-01-21 03:54:51 main:574] : INFO : Epoch 1719 | loss: 0.0311552 | val_loss: 0.0311722 | Time: 2243.99 ms
[2021-01-21 03:54:53 main:574] : INFO : Epoch 1720 | loss: 0.0311562 | val_loss: 0.0311688 | Time: 2241.69 ms
[2021-01-21 03:54:55 main:574] : INFO : Epoch 1721 | loss: 0.0311598 | val_loss: 0.0311755 | Time: 2160.44 ms
[2021-01-21 03:54:58 main:574] : INFO : Epoch 1722 | loss: 0.0311615 | val_loss: 0.0311753 | Time: 2161.76 ms
[2021-01-21 03:55:00 main:574] : INFO : Epoch 1723 | loss: 0.0311628 | val_loss: 0.0311858 | Time: 2189.46 ms
[2021-01-21 03:55:02 main:574] : INFO : Epoch 1724 | loss: 0.0311584 | val_loss: 0.0311713 | Time: 2262.66 ms
[2021-01-21 03:55:04 main:574] : INFO : Epoch 1725 | loss: 0.0311579 | val_loss: 0.0311753 | Time: 2303.12 ms
[2021-01-21 03:55:07 main:574] : INFO : Epoch 1726 | loss: 0.0311623 | val_loss: 0.0311742 | Time: 2221.79 ms
[2021-01-21 03:55:09 main:574] : INFO : Epoch 1727 | loss: 0.0311627 | val_loss: 0.0311655 | Time: 2257.4 ms
[2021-01-21 03:55:11 main:574] : INFO : Epoch 1728 | loss: 0.0311603 | val_loss: 0.0311681 | Time: 2211.33 ms
[2021-01-21 03:55:13 main:574] : INFO : Epoch 1729 | loss: 0.0311588 | val_loss: 0.031173 | Time: 2197.33 ms
[2021-01-21 03:55:16 main:574] : INFO : Epoch 1730 | loss: 0.031155 | val_loss: 0.031171 | Time: 2264.26 ms
[2021-01-21 03:55:18 main:574] : INFO : Epoch 1731 | loss: 0.031156 | val_loss: 0.031174 | Time: 2337.52 ms
[2021-01-21 03:55:20 main:574] : INFO : Epoch 1732 | loss: 0.0311572 | val_loss: 0.0311717 | Time: 2317.62 ms
[2021-01-21 03:55:22 main:574] : INFO : Epoch 1733 | loss: 0.0311539 | val_loss: 0.0311723 | Time: 2178.69 ms
[2021-01-21 03:55:25 main:574] : INFO : Epoch 1734 | loss: 0.0311525 | val_loss: 0.0311748 | Time: 2179.55 ms
[2021-01-21 03:55:27 main:574] : INFO : Epoch 1735 | loss: 0.0311531 | val_loss: 0.0311742 | Time: 2281.1 ms
[2021-01-21 03:55:29 main:574] : INFO : Epoch 1736 | loss: 0.0311531 | val_loss: 0.0311727 | Time: 2301.4 ms
[2021-01-21 03:55:31 main:574] : INFO : Epoch 1737 | loss: 0.0311518 | val_loss: 0.0311765 | Time: 2173.35 ms
[2021-01-21 03:55:34 main:574] : INFO : Epoch 1738 | loss: 0.031152 | val_loss: 0.0311718 | Time: 2178.08 ms
[2021-01-21 03:55:36 main:574] : INFO : Epoch 1739 | loss: 0.0311505 | val_loss: 0.0311747 | Time: 2281.35 ms
[2021-01-21 03:55:38 main:574] : INFO : Epoch 1740 | loss: 0.0311535 | val_loss: 0.0311702 | Time: 2226.16 ms
[2021-01-21 03:55:40 main:574] : INFO : Epoch 1741 | loss: 0.0311501 | val_loss: 0.0311801 | Time: 2175.39 ms
[2021-01-21 03:55:43 main:574] : INFO : Epoch 1742 | loss: 0.0311513 | val_loss: 0.0311747 | Time: 2292.73 ms
[2021-01-21 03:55:45 main:574] : INFO : Epoch 1743 | loss: 0.0311514 | val_loss: 0.0311713 | Time: 2193.35 ms
[2021-01-21 03:55:47 main:574] : INFO : Epoch 1744 | loss: 0.03115 | val_loss: 0.0311744 | Time: 2167.74 ms
[2021-01-21 03:55:49 main:574] : INFO : Epoch 1745 | loss: 0.0311486 | val_loss: 0.0311759 | Time: 2236.46 ms
[2021-01-21 03:55:52 main:574] : INFO : Epoch 1746 | loss: 0.0311524 | val_loss: 0.0311739 | Time: 2257.79 ms
[2021-01-21 03:55:54 main:574] : INFO : Epoch 1747 | loss: 0.0311509 | val_loss: 0.0311723 | Time: 2312.35 ms
[2021-01-21 03:55:56 main:574] : INFO : Epoch 1748 | loss: 0.0311522 | val_loss: 0.0311723 | Time: 2209.04 ms
[2021-01-21 03:55:58 main:574] : INFO : Epoch 1749 | loss: 0.0311493 | val_loss: 0.0311767 | Time: 2190.51 ms
[2021-01-21 03:56:01 main:574] : INFO : Epoch 1750 | loss: 0.0311489 | val_loss: 0.0311712 | Time: 2313.73 ms
[2021-01-21 03:56:03 main:574] : INFO : Epoch 1751 | loss: 0.0311466 | val_loss: 0.0311752 | Time: 2333.46 ms
[2021-01-21 03:56:05 main:574] : INFO : Epoch 1752 | loss: 0.0311463 | val_loss: 0.0311751 | Time: 2244.81 ms
[2021-01-21 03:56:08 main:574] : INFO : Epoch 1753 | loss: 0.031147 | val_loss: 0.0311709 | Time: 2306.15 ms
[2021-01-21 03:56:10 main:574] : INFO : Epoch 1754 | loss: 0.0311494 | val_loss: 0.0311808 | Time: 2185.25 ms
[2021-01-21 03:56:12 main:574] : INFO : Epoch 1755 | loss: 0.0311518 | val_loss: 0.0311739 | Time: 2309.85 ms
[2021-01-21 03:56:14 main:574] : INFO : Epoch 1756 | loss: 0.0311462 | val_loss: 0.031176 | Time: 2169.51 ms
[2021-01-21 03:56:17 main:574] : INFO : Epoch 1757 | loss: 0.0311447 | val_loss: 0.03117 | Time: 2218.67 ms
[2021-01-21 03:56:19 main:574] : INFO : Epoch 1758 | loss: 0.0311444 | val_loss: 0.0311704 | Time: 2292.06 ms
[2021-01-21 03:56:21 main:574] : INFO : Epoch 1759 | loss: 0.0311469 | val_loss: 0.0311738 | Time: 2200.43 ms
[2021-01-21 03:56:24 main:574] : INFO : Epoch 1760 | loss: 0.0311481 | val_loss: 0.0311725 | Time: 2246.83 ms
[2021-01-21 03:56:26 main:574] : INFO : Epoch 1761 | loss: 0.0311437 | val_loss: 0.0311703 | Time: 2359.3 ms
[2021-01-21 03:56:28 main:574] : INFO : Epoch 1762 | loss: 0.0311439 | val_loss: 0.0311706 | Time: 2253.79 ms
[2021-01-21 03:56:30 main:574] : INFO : Epoch 1763 | loss: 0.031143 | val_loss: 0.0311682 | Time: 2244.35 ms
[2021-01-21 03:56:33 main:574] : INFO : Epoch 1764 | loss: 0.0311445 | val_loss: 0.0311779 | Time: 2211.86 ms
[2021-01-21 03:56:35 main:574] : INFO : Epoch 1765 | loss: 0.0311434 | val_loss: 0.0311731 | Time: 2228.46 ms
[2021-01-21 03:56:37 main:574] : INFO : Epoch 1766 | loss: 0.0311442 | val_loss: 0.0311845 | Time: 2436.27 ms
[2021-01-21 03:56:40 main:574] : INFO : Epoch 1767 | loss: 0.0311486 | val_loss: 0.0311682 | Time: 2246.84 ms
[2021-01-21 03:56:42 main:574] : INFO : Epoch 1768 | loss: 0.0311452 | val_loss: 0.0311699 | Time: 2306.58 ms
[2021-01-21 03:56:44 main:574] : INFO : Epoch 1769 | loss: 0.031143 | val_loss: 0.0311703 | Time: 2282.8 ms
[2021-01-21 03:56:47 main:574] : INFO : Epoch 1770 | loss: 0.0311425 | val_loss: 0.0311725 | Time: 2171.71 ms
[2021-01-21 03:56:49 main:574] : INFO : Epoch 1771 | loss: 0.0311448 | val_loss: 0.0311719 | Time: 2306.04 ms
[2021-01-21 03:56:51 main:574] : INFO : Epoch 1772 | loss: 0.0311545 | val_loss: 0.0311812 | Time: 2319.72 ms
[2021-01-21 03:56:54 main:574] : INFO : Epoch 1773 | loss: 0.0311555 | val_loss: 0.0311765 | Time: 2317.57 ms
[2021-01-21 03:56:56 main:574] : INFO : Epoch 1774 | loss: 0.031146 | val_loss: 0.031169 | Time: 2289.19 ms
[2021-01-21 03:56:58 main:574] : INFO : Epoch 1775 | loss: 0.0311427 | val_loss: 0.0311692 | Time: 2322.49 ms
[2021-01-21 03:57:01 main:574] : INFO : Epoch 1776 | loss: 0.031144 | val_loss: 0.0311684 | Time: 2318.96 ms
[2021-01-21 03:57:03 main:574] : INFO : Epoch 1777 | loss: 0.0311431 | val_loss: 0.0311721 | Time: 2244.65 ms
[2021-01-21 03:57:05 main:574] : INFO : Epoch 1778 | loss: 0.0311419 | val_loss: 0.0311689 | Time: 2287.94 ms
[2021-01-21 03:57:08 main:574] : INFO : Epoch 1779 | loss: 0.0311407 | val_loss: 0.0311702 | Time: 2271.91 ms
[2021-01-21 03:57:10 main:574] : INFO : Epoch 1780 | loss: 0.0311436 | val_loss: 0.0311693 | Time: 2314.92 ms
[2021-01-21 03:57:12 main:574] : INFO : Epoch 1781 | loss: 0.0311398 | val_loss: 0.0311678 | Time: 2236.38 ms
[2021-01-21 03:57:14 main:574] : INFO : Epoch 1782 | loss: 0.0311401 | val_loss: 0.0311712 | Time: 2317.53 ms
[2021-01-21 03:57:17 main:574] : INFO : Epoch 1783 | loss: 0.0311403 | val_loss: 0.0311704 | Time: 2252.3 ms
[2021-01-21 03:57:19 main:574] : INFO : Epoch 1784 | loss: 0.0311404 | val_loss: 0.031167 | Time: 2280.72 ms
[2021-01-21 03:57:21 main:574] : INFO : Epoch 1785 | loss: 0.0311489 | val_loss: 0.0311668 | Time: 2283.49 ms
[2021-01-21 03:57:24 main:574] : INFO : Epoch 1786 | loss: 0.0311487 | val_loss: 0.0311841 | Time: 2202.88 ms
[2021-01-21 03:57:26 main:574] : INFO : Epoch 1787 | loss: 0.0311511 | val_loss: 0.0311761 | Time: 2282.47 ms
[2021-01-21 03:57:28 main:574] : INFO : Epoch 1788 | loss: 0.0311435 | val_loss: 0.0311692 | Time: 2363.05 ms
[2021-01-21 03:57:31 main:574] : INFO : Epoch 1789 | loss: 0.0311453 | val_loss: 0.0311693 | Time: 2218.03 ms
[2021-01-21 03:57:33 main:574] : INFO : Epoch 1790 | loss: 0.0311447 | val_loss: 0.0311664 | Time: 2303.26 ms
[2021-01-21 03:57:35 main:574] : INFO : Epoch 1791 | loss: 0.0311426 | val_loss: 0.0311701 | Time: 2295.82 ms
[2021-01-21 03:57:37 main:574] : INFO : Epoch 1792 | loss: 0.0311431 | val_loss: 0.0311628 | Time: 2233.99 ms
[2021-01-21 03:57:40 main:574] : INFO : Epoch 1793 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 2188.78 ms
[2021-01-21 03:57:42 main:574] : INFO : Epoch 1794 | loss: 0.0311632 | val_loss: 0.0311663 | Time: 2284.35 ms
[2021-01-21 03:57:44 main:574] : INFO : Epoch 1795 | loss: 0.0311585 | val_loss: 0.031165 | Time: 2247.45 ms
[2021-01-21 03:57:47 main:574] : INFO : Epoch 1796 | loss: 0.0311546 | val_loss: 0.0311652 | Time: 2343.67 ms
[2021-01-21 03:57:49 main:574] : INFO : Epoch 1797 | loss: 0.0311505 | val_loss: 0.0311649 | Time: 2226.22 ms
[2021-01-21 03:57:51 main:574] : INFO : Epoch 1798 | loss: 0.0311498 | val_loss: 0.0311676 | Time: 2286.49 ms
[2021-01-21 03:57:53 main:574] : INFO : Epoch 1799 | loss: 0.0311487 | val_loss: 0.0311655 | Time: 2235.54 ms
[2021-01-21 03:57:56 main:574] : INFO : Epoch 1800 | loss: 0.0311443 | val_loss: 0.0311598 | Time: 2302.87 ms
[2021-01-21 03:57:58 main:574] : INFO : Epoch 1801 | loss: 0.0311447 | val_loss: 0.0311628 | Time: 2252.08 ms
[2021-01-21 03:58:00 main:574] : INFO : Epoch 1802 | loss: 0.0311425 | val_loss: 0.0311648 | Time: 2150.06 ms
[2021-01-21 03:58:03 main:574] : INFO : Epoch 1803 | loss: 0.0311426 | val_loss: 0.0311626 | Time: 2282.26 ms
[2021-01-21 03:58:05 main:574] : INFO : Epoch 1804 | loss: 0.0311395 | val_loss: 0.0311617 | Time: 2185.8 ms
[2021-01-21 03:58:07 main:574] : INFO : Epoch 1805 | loss: 0.0311388 | val_loss: 0.0311697 | Time: 2205.44 ms
[2021-01-21 03:58:09 main:574] : INFO : Epoch 1806 | loss: 0.0311424 | val_loss: 0.0311682 | Time: 2207.92 ms
[2021-01-21 03:58:12 main:574] : INFO : Epoch 1807 | loss: 0.0311405 | val_loss: 0.0311721 | Time: 2225.87 ms
[2021-01-21 03:58:14 main:574] : INFO : Epoch 1808 | loss: 0.0311401 | val_loss: 0.0311629 | Time: 2248.37 ms
[2021-01-21 03:58:16 main:574] : INFO : Epoch 1809 | loss: 0.0311401 | val_loss: 0.0311679 | Time: 2262.33 ms
[2021-01-21 03:58:18 main:574] : INFO : Epoch 1810 | loss: 0.0311391 | val_loss: 0.0311686 | Time: 2296.92 ms
[2021-01-21 03:58:21 main:574] : INFO : Epoch 1811 | loss: 0.0311372 | val_loss: 0.0311619 | Time: 2250.94 ms
[2021-01-21 03:58:23 main:574] : INFO : Epoch 1812 | loss: 0.0311418 | val_loss: 0.0311629 | Time: 2223.6 ms
[2021-01-21 03:58:25 main:574] : INFO : Epoch 1813 | loss: 0.0311406 | val_loss: 0.0311656 | Time: 2261.64 ms
[2021-01-21 03:58:27 main:574] : INFO : Epoch 1814 | loss: 0.0311376 | val_loss: 0.0311662 | Time: 2269.69 ms
[2021-01-21 03:58:30 main:574] : INFO : Epoch 1815 | loss: 0.0311429 | val_loss: 0.0311656 | Time: 2239.42 ms
[2021-01-21 03:58:32 main:574] : INFO : Epoch 1816 | loss: 0.0311404 | val_loss: 0.0311624 | Time: 2304.41 ms
[2021-01-21 03:58:34 main:574] : INFO : Epoch 1817 | loss: 0.0311415 | val_loss: 0.0311639 | Time: 2242.41 ms
[2021-01-21 03:58:37 main:574] : INFO : Epoch 1818 | loss: 0.0311384 | val_loss: 0.0311692 | Time: 2216.02 ms
[2021-01-21 03:58:39 main:574] : INFO : Epoch 1819 | loss: 0.0311366 | val_loss: 0.0311657 | Time: 2296.85 ms
[2021-01-21 03:58:41 main:574] : INFO : Epoch 1820 | loss: 0.0311423 | val_loss: 0.031164 | Time: 2167.5 ms
[2021-01-21 03:58:43 main:574] : INFO : Epoch 1821 | loss: 0.0311403 | val_loss: 0.0311682 | Time: 2227.24 ms
[2021-01-21 03:58:45 main:574] : INFO : Epoch 1822 | loss: 0.0311379 | val_loss: 0.0311684 | Time: 2149.14 ms
[2021-01-21 03:58:48 main:574] : INFO : Epoch 1823 | loss: 0.0311376 | val_loss: 0.0311755 | Time: 2324.37 ms
[2021-01-21 03:58:50 main:574] : INFO : Epoch 1824 | loss: 0.0311378 | val_loss: 0.0311659 | Time: 2204.71 ms
[2021-01-21 03:58:52 main:574] : INFO : Epoch 1825 | loss: 0.0311366 | val_loss: 0.0311632 | Time: 2296.88 ms
[2021-01-21 03:58:55 main:574] : INFO : Epoch 1826 | loss: 0.0311364 | val_loss: 0.0311715 | Time: 2280.43 ms
[2021-01-21 03:58:57 main:574] : INFO : Epoch 1827 | loss: 0.031137 | val_loss: 0.0311646 | Time: 2165.99 ms
[2021-01-21 03:58:59 main:574] : INFO : Epoch 1828 | loss: 0.031135 | val_loss: 0.0311652 | Time: 2300.72 ms
[2021-01-21 03:59:02 main:574] : INFO : Epoch 1829 | loss: 0.0311341 | val_loss: 0.0311658 | Time: 2293.77 ms
[2021-01-21 03:59:04 main:574] : INFO : Epoch 1830 | loss: 0.0311342 | val_loss: 0.0311665 | Time: 2293.78 ms
[2021-01-21 03:59:06 main:574] : INFO : Epoch 1831 | loss: 0.0311347 | val_loss: 0.0311703 | Time: 2231.18 ms
[2021-01-21 03:59:08 main:574] : INFO : Epoch 1832 | loss: 0.031135 | val_loss: 0.0311718 | Time: 2312.35 ms
[2021-01-21 03:59:11 main:574] : INFO : Epoch 1833 | loss: 0.0311335 | val_loss: 0.0311758 | Time: 2325.66 ms
[2021-01-21 03:59:13 main:574] : INFO : Epoch 1834 | loss: 0.0311311 | val_loss: 0.031172 | Time: 2225.84 ms
[2021-01-21 03:59:15 main:574] : INFO : Epoch 1835 | loss: 0.0311297 | val_loss: 0.0311707 | Time: 2332.26 ms
[2021-01-21 03:59:18 main:574] : INFO : Epoch 1836 | loss: 0.0311302 | val_loss: 0.0311735 | Time: 2258.07 ms
[2021-01-21 03:59:20 main:574] : INFO : Epoch 1837 | loss: 0.0311324 | val_loss: 0.0311738 | Time: 2267.64 ms
[2021-01-21 03:59:22 main:574] : INFO : Epoch 1838 | loss: 0.0311352 | val_loss: 0.0311758 | Time: 2203.1 ms
[2021-01-21 03:59:24 main:574] : INFO : Epoch 1839 | loss: 0.0311388 | val_loss: 0.031172 | Time: 2179.44 ms
[2021-01-21 03:59:27 main:574] : INFO : Epoch 1840 | loss: 0.0311555 | val_loss: 0.0311672 | Time: 2305.89 ms
[2021-01-21 03:59:29 main:574] : INFO : Epoch 1841 | loss: 0.0311491 | val_loss: 0.0311671 | Time: 2362.07 ms
[2021-01-21 03:59:31 main:574] : INFO : Epoch 1842 | loss: 0.031141 | val_loss: 0.0311668 | Time: 2266.95 ms
[2021-01-21 03:59:34 main:574] : INFO : Epoch 1843 | loss: 0.0311346 | val_loss: 0.0311755 | Time: 2290.63 ms
[2021-01-21 03:59:36 main:574] : INFO : Epoch 1844 | loss: 0.0311332 | val_loss: 0.0311703 | Time: 2208.58 ms
[2021-01-21 03:59:38 main:574] : INFO : Epoch 1845 | loss: 0.0311304 | val_loss: 0.0311704 | Time: 2233.75 ms
[2021-01-21 03:59:41 main:574] : INFO : Epoch 1846 | loss: 0.031129 | val_loss: 0.0311732 | Time: 2377.62 ms
[2021-01-21 03:59:43 main:574] : INFO : Epoch 1847 | loss: 0.0311287 | val_loss: 0.0311711 | Time: 2381.21 ms
[2021-01-21 03:59:45 main:574] : INFO : Epoch 1848 | loss: 0.0311332 | val_loss: 0.0311678 | Time: 2276.69 ms
[2021-01-21 03:59:48 main:574] : INFO : Epoch 1849 | loss: 0.0311305 | val_loss: 0.0311718 | Time: 2307.04 ms
[2021-01-21 03:59:50 main:574] : INFO : Epoch 1850 | loss: 0.0311289 | val_loss: 0.0311742 | Time: 2387.08 ms
[2021-01-21 03:59:53 main:574] : INFO : Epoch 1851 | loss: 0.0311278 | val_loss: 0.031172 | Time: 2346.25 ms
[2021-01-21 03:59:55 main:574] : INFO : Epoch 1852 | loss: 0.0311283 | val_loss: 0.0311742 | Time: 2383.04 ms
[2021-01-21 03:59:57 main:574] : INFO : Epoch 1853 | loss: 0.0311296 | val_loss: 0.0311735 | Time: 2473.95 ms
[2021-01-21 04:00:00 main:574] : INFO : Epoch 1854 | loss: 0.0311302 | val_loss: 0.0311738 | Time: 2512.58 ms
[2021-01-21 04:00:02 main:574] : INFO : Epoch 1855 | loss: 0.0311292 | val_loss: 0.0311718 | Time: 2376.6 ms
[2021-01-21 04:00:05 main:574] : INFO : Epoch 1856 | loss: 0.0311304 | val_loss: 0.031178 | Time: 2353.96 ms
[2021-01-21 04:00:07 main:574] : INFO : Epoch 1857 | loss: 0.0311285 | val_loss: 0.0311758 | Time: 2278.3 ms
[2021-01-21 04:00:09 main:574] : INFO : Epoch 1858 | loss: 0.0311393 | val_loss: 0.0312234 | Time: 2300.09 ms
[2021-01-21 04:00:12 main:574] : INFO : Epoch 1859 | loss: 0.0311376 | val_loss: 0.0311853 | Time: 2328.99 ms
[2021-01-21 04:00:14 main:574] : INFO : Epoch 1860 | loss: 0.0311314 | val_loss: 0.0311849 | Time: 2294.33 ms
[2021-01-21 04:00:16 main:574] : INFO : Epoch 1861 | loss: 0.0311283 | val_loss: 0.0311723 | Time: 2292.46 ms
[2021-01-21 04:00:19 main:574] : INFO : Epoch 1862 | loss: 0.031128 | val_loss: 0.0311718 | Time: 2353.5 ms
[2021-01-21 04:00:21 main:574] : INFO : Epoch 1863 | loss: 0.0311277 | val_loss: 0.0311751 | Time: 2313.68 ms
[2021-01-21 04:00:23 main:574] : INFO : Epoch 1864 | loss: 0.031128 | val_loss: 0.0311711 | Time: 2287.23 ms
[2021-01-21 04:00:26 main:574] : INFO : Epoch 1865 | loss: 0.0311263 | val_loss: 0.0311789 | Time: 2289.2 ms
[2021-01-21 04:00:28 main:574] : INFO : Epoch 1866 | loss: 0.0311264 | val_loss: 0.0311756 | Time: 2241.47 ms
[2021-01-21 04:00:30 main:574] : INFO : Epoch 1867 | loss: 0.0311262 | val_loss: 0.0311749 | Time: 2282.27 ms
[2021-01-21 04:00:33 main:574] : INFO : Epoch 1868 | loss: 0.0311302 | val_loss: 0.0311753 | Time: 2258.9 ms
[2021-01-21 04:00:35 main:574] : INFO : Epoch 1869 | loss: 0.0311276 | val_loss: 0.0311782 | Time: 2279.57 ms
[2021-01-21 04:00:37 main:574] : INFO : Epoch 1870 | loss: 0.0311294 | val_loss: 0.031169 | Time: 2233.15 ms
[2021-01-21 04:00:39 main:574] : INFO : Epoch 1871 | loss: 0.0311403 | val_loss: 0.0311682 | Time: 2196.49 ms
[2021-01-21 04:00:42 main:574] : INFO : Epoch 1872 | loss: 0.0311363 | val_loss: 0.0311684 | Time: 2239.14 ms
[2021-01-21 04:00:44 main:574] : INFO : Epoch 1873 | loss: 0.0311318 | val_loss: 0.0311745 | Time: 2248.86 ms
[2021-01-21 04:00:46 main:574] : INFO : Epoch 1874 | loss: 0.0311361 | val_loss: 0.0311695 | Time: 2364.32 ms
[2021-01-21 04:00:49 main:574] : INFO : Epoch 1875 | loss: 0.0311347 | val_loss: 0.0311667 | Time: 2235.22 ms
[2021-01-21 04:00:51 main:574] : INFO : Epoch 1876 | loss: 0.0311309 | val_loss: 0.0311702 | Time: 2318.53 ms
[2021-01-21 04:00:53 main:574] : INFO : Epoch 1877 | loss: 0.0311301 | val_loss: 0.0311726 | Time: 2254.18 ms
[2021-01-21 04:00:56 main:574] : INFO : Epoch 1878 | loss: 0.0311277 | val_loss: 0.0311747 | Time: 2285.95 ms
[2021-01-21 04:00:58 main:574] : INFO : Epoch 1879 | loss: 0.0311276 | val_loss: 0.031167 | Time: 2297.29 ms
[2021-01-21 04:01:00 main:574] : INFO : Epoch 1880 | loss: 0.0311269 | val_loss: 0.0311797 | Time: 2371.54 ms
[2021-01-21 04:01:03 main:574] : INFO : Epoch 1881 | loss: 0.0311249 | val_loss: 0.0311754 | Time: 2359.21 ms
[2021-01-21 04:01:05 main:574] : INFO : Epoch 1882 | loss: 0.031126 | val_loss: 0.0311771 | Time: 2343.24 ms
[2021-01-21 04:01:07 main:574] : INFO : Epoch 1883 | loss: 0.0311296 | val_loss: 0.0311785 | Time: 2213.53 ms
[2021-01-21 04:01:10 main:574] : INFO : Epoch 1884 | loss: 0.0311301 | val_loss: 0.0311732 | Time: 2271.06 ms
[2021-01-21 04:01:12 main:574] : INFO : Epoch 1885 | loss: 0.0311329 | val_loss: 0.0311819 | Time: 2402.85 ms
[2021-01-21 04:01:14 main:574] : INFO : Epoch 1886 | loss: 0.0311279 | val_loss: 0.0311739 | Time: 2428.85 ms
[2021-01-21 04:01:17 main:574] : INFO : Epoch 1887 | loss: 0.0311241 | val_loss: 0.0311747 | Time: 2330.1 ms
[2021-01-21 04:01:19 main:574] : INFO : Epoch 1888 | loss: 0.0311262 | val_loss: 0.0311739 | Time: 2338.58 ms
[2021-01-21 04:01:21 main:574] : INFO : Epoch 1889 | loss: 0.0311379 | val_loss: 0.0311785 | Time: 2274.58 ms
[2021-01-21 04:01:24 main:574] : INFO : Epoch 1890 | loss: 0.0311366 | val_loss: 0.0311782 | Time: 2333.86 ms
[2021-01-21 04:01:26 main:574] : INFO : Epoch 1891 | loss: 0.0311309 | val_loss: 0.0311727 | Time: 2319.31 ms
[2021-01-21 04:01:28 main:574] : INFO : Epoch 1892 | loss: 0.031128 | val_loss: 0.0311732 | Time: 2347.37 ms
[2021-01-21 04:01:31 main:574] : INFO : Epoch 1893 | loss: 0.0311289 | val_loss: 0.0311755 | Time: 2273.26 ms
[2021-01-21 04:01:33 main:574] : INFO : Epoch 1894 | loss: 0.0311286 | val_loss: 0.0311769 | Time: 2265.29 ms
[2021-01-21 04:01:35 main:574] : INFO : Epoch 1895 | loss: 0.0311335 | val_loss: 0.0311707 | Time: 2322.18 ms
[2021-01-21 04:01:38 main:574] : INFO : Epoch 1896 | loss: 0.0311283 | val_loss: 0.0311689 | Time: 2361.68 ms
[2021-01-21 04:01:40 main:574] : INFO : Epoch 1897 | loss: 0.031129 | val_loss: 0.0311664 | Time: 2178.13 ms
[2021-01-21 04:01:42 main:574] : INFO : Epoch 1898 | loss: 0.0311299 | val_loss: 0.0311699 | Time: 2332.77 ms
[2021-01-21 04:01:45 main:574] : INFO : Epoch 1899 | loss: 0.0311266 | val_loss: 0.0311732 | Time: 2269.14 ms
[2021-01-21 04:01:47 main:574] : INFO : Epoch 1900 | loss: 0.0311269 | val_loss: 0.0311826 | Time: 2261.43 ms
[2021-01-21 04:01:49 main:574] : INFO : Epoch 1901 | loss: 0.0311286 | val_loss: 0.0311795 | Time: 2224.78 ms
[2021-01-21 04:01:51 main:574] : INFO : Epoch 1902 | loss: 0.0311267 | val_loss: 0.0311675 | Time: 2225.16 ms
[2021-01-21 04:01:54 main:574] : INFO : Epoch 1903 | loss: 0.0311271 | val_loss: 0.0311738 | Time: 2374.8 ms
[2021-01-21 04:01:56 main:574] : INFO : Epoch 1904 | loss: 0.0311259 | val_loss: 0.0311786 | Time: 2304.37 ms
[2021-01-21 04:01:58 main:574] : INFO : Epoch 1905 | loss: 0.0311268 | val_loss: 0.0311727 | Time: 2309.26 ms
[2021-01-21 04:02:01 main:574] : INFO : Epoch 1906 | loss: 0.031125 | val_loss: 0.0311701 | Time: 2282.86 ms
[2021-01-21 04:02:03 main:574] : INFO : Epoch 1907 | loss: 0.031126 | val_loss: 0.0311714 | Time: 2221.98 ms
[2021-01-21 04:02:05 main:574] : INFO : Epoch 1908 | loss: 0.0311257 | val_loss: 0.0311758 | Time: 2265.79 ms
[2021-01-21 04:02:08 main:574] : INFO : Epoch 1909 | loss: 0.0311238 | val_loss: 0.031167 | Time: 2318.8 ms
[2021-01-21 04:02:10 main:574] : INFO : Epoch 1910 | loss: 0.0311238 | val_loss: 0.0311875 | Time: 2269.3 ms
[2021-01-21 04:02:12 main:574] : INFO : Epoch 1911 | loss: 0.0311243 | val_loss: 0.0311696 | Time: 2269.31 ms
[2021-01-21 04:02:14 main:574] : INFO : Epoch 1912 | loss: 0.0311236 | val_loss: 0.0311766 | Time: 2279.48 ms
[2021-01-21 04:02:17 main:574] : INFO : Epoch 1913 | loss: 0.0311207 | val_loss: 0.0311739 | Time: 2297.73 ms
[2021-01-21 04:02:19 main:574] : INFO : Epoch 1914 | loss: 0.0311211 | val_loss: 0.0311721 | Time: 2278.25 ms
[2021-01-21 04:02:21 main:574] : INFO : Epoch 1915 | loss: 0.0311222 | val_loss: 0.0311744 | Time: 2240.61 ms
[2021-01-21 04:02:24 main:574] : INFO : Epoch 1916 | loss: 0.0311256 | val_loss: 0.0311875 | Time: 2204.42 ms
[2021-01-21 04:02:26 main:574] : INFO : Epoch 1917 | loss: 0.0311237 | val_loss: 0.0311795 | Time: 2362.2 ms
[2021-01-21 04:02:28 main:574] : INFO : Epoch 1918 | loss: 0.0311209 | val_loss: 0.0311786 | Time: 2274.6 ms
[2021-01-21 04:02:31 main:574] : INFO : Epoch 1919 | loss: 0.0311187 | val_loss: 0.0311789 | Time: 2278.6 ms
[2021-01-21 04:02:33 main:574] : INFO : Epoch 1920 | loss: 0.0311201 | val_loss: 0.0311833 | Time: 2325.17 ms
[2021-01-21 04:02:35 main:574] : INFO : Epoch 1921 | loss: 0.0311364 | val_loss: 0.0311859 | Time: 2237.16 ms
[2021-01-21 04:02:37 main:574] : INFO : Epoch 1922 | loss: 0.0311319 | val_loss: 0.031172 | Time: 2211.69 ms
[2021-01-21 04:02:40 main:574] : INFO : Epoch 1923 | loss: 0.0311231 | val_loss: 0.0311773 | Time: 2211.53 ms
[2021-01-21 04:02:42 main:574] : INFO : Epoch 1924 | loss: 0.0311231 | val_loss: 0.0311671 | Time: 2242.99 ms
[2021-01-21 04:02:44 main:574] : INFO : Epoch 1925 | loss: 0.0311245 | val_loss: 0.0311743 | Time: 2309.87 ms
[2021-01-21 04:02:47 main:574] : INFO : Epoch 1926 | loss: 0.031124 | val_loss: 0.031176 | Time: 2227.71 ms
[2021-01-21 04:02:49 main:574] : INFO : Epoch 1927 | loss: 0.0311234 | val_loss: 0.0311801 | Time: 2303.58 ms
[2021-01-21 04:02:51 main:574] : INFO : Epoch 1928 | loss: 0.0311393 | val_loss: 0.0311699 | Time: 2246.7 ms
[2021-01-21 04:02:53 main:574] : INFO : Epoch 1929 | loss: 0.031141 | val_loss: 0.0311692 | Time: 2259.06 ms
[2021-01-21 04:02:56 main:574] : INFO : Epoch 1930 | loss: 0.0311366 | val_loss: 0.0311714 | Time: 2196.56 ms
[2021-01-21 04:02:58 main:574] : INFO : Epoch 1931 | loss: 0.03113 | val_loss: 0.0311686 | Time: 2269.32 ms
[2021-01-21 04:03:00 main:574] : INFO : Epoch 1932 | loss: 0.0311269 | val_loss: 0.0311671 | Time: 2284.14 ms
[2021-01-21 04:03:03 main:574] : INFO : Epoch 1933 | loss: 0.0311252 | val_loss: 0.0311695 | Time: 2235.19 ms
[2021-01-21 04:03:05 main:574] : INFO : Epoch 1934 | loss: 0.0311251 | val_loss: 0.031168 | Time: 2273.62 ms
[2021-01-21 04:03:07 main:574] : INFO : Epoch 1935 | loss: 0.0311292 | val_loss: 0.0311753 | Time: 2227.44 ms
[2021-01-21 04:03:09 main:574] : INFO : Epoch 1936 | loss: 0.0311342 | val_loss: 0.0312018 | Time: 2318.7 ms
[2021-01-21 04:03:12 main:574] : INFO : Epoch 1937 | loss: 0.0311382 | val_loss: 0.0311748 | Time: 2225.35 ms
[2021-01-21 04:03:14 main:574] : INFO : Epoch 1938 | loss: 0.0311247 | val_loss: 0.0311742 | Time: 2299.53 ms
[2021-01-21 04:03:16 main:574] : INFO : Epoch 1939 | loss: 0.0311291 | val_loss: 0.0311709 | Time: 2229.95 ms
[2021-01-21 04:03:19 main:574] : INFO : Epoch 1940 | loss: 0.0311236 | val_loss: 0.0311742 | Time: 2392.95 ms
[2021-01-21 04:03:21 main:574] : INFO : Epoch 1941 | loss: 0.0311207 | val_loss: 0.0311779 | Time: 2317.64 ms
[2021-01-21 04:03:23 main:574] : INFO : Epoch 1942 | loss: 0.0311216 | val_loss: 0.031179 | Time: 2272.76 ms
[2021-01-21 04:03:26 main:574] : INFO : Epoch 1943 | loss: 0.0311223 | val_loss: 0.0311766 | Time: 2214.82 ms
[2021-01-21 04:03:28 main:574] : INFO : Epoch 1944 | loss: 0.0311319 | val_loss: 0.0311729 | Time: 2269.18 ms
[2021-01-21 04:03:30 main:574] : INFO : Epoch 1945 | loss: 0.0311519 | val_loss: 0.0311697 | Time: 2202.64 ms
[2021-01-21 04:03:32 main:574] : INFO : Epoch 1946 | loss: 0.0311415 | val_loss: 0.0311681 | Time: 2281.88 ms
[2021-01-21 04:03:35 main:574] : INFO : Epoch 1947 | loss: 0.0311342 | val_loss: 0.0311682 | Time: 2172.64 ms
[2021-01-21 04:03:37 main:574] : INFO : Epoch 1948 | loss: 0.0311313 | val_loss: 0.0311731 | Time: 2253.63 ms
[2021-01-21 04:03:39 main:574] : INFO : Epoch 1949 | loss: 0.03113 | val_loss: 0.0311674 | Time: 2224.68 ms
[2021-01-21 04:03:41 main:574] : INFO : Epoch 1950 | loss: 0.0311293 | val_loss: 0.031175 | Time: 2150.17 ms
[2021-01-21 04:03:43 main:574] : INFO : Epoch 1951 | loss: 0.0311259 | val_loss: 0.0311747 | Time: 2148.23 ms
[2021-01-21 04:03:46 main:574] : INFO : Epoch 1952 | loss: 0.0311272 | val_loss: 0.0311669 | Time: 2240.42 ms
[2021-01-21 04:03:48 main:574] : INFO : Epoch 1953 | loss: 0.0311252 | val_loss: 0.0311838 | Time: 2166.74 ms
[2021-01-21 04:03:50 main:574] : INFO : Epoch 1954 | loss: 0.0311272 | val_loss: 0.0311727 | Time: 2143.76 ms
[2021-01-21 04:03:52 main:574] : INFO : Epoch 1955 | loss: 0.031125 | val_loss: 0.0311743 | Time: 2221.49 ms
[2021-01-21 04:03:55 main:574] : INFO : Epoch 1956 | loss: 0.0311228 | val_loss: 0.0311764 | Time: 2197.93 ms
[2021-01-21 04:03:57 main:574] : INFO : Epoch 1957 | loss: 0.0311238 | val_loss: 0.0311783 | Time: 2226.25 ms
[2021-01-21 04:03:59 main:574] : INFO : Epoch 1958 | loss: 0.0311279 | val_loss: 0.0311742 | Time: 2180.69 ms
[2021-01-21 04:04:01 main:574] : INFO : Epoch 1959 | loss: 0.0311248 | val_loss: 0.0311786 | Time: 2218.66 ms
[2021-01-21 04:04:04 main:574] : INFO : Epoch 1960 | loss: 0.0311202 | val_loss: 0.0311774 | Time: 2238.18 ms
[2021-01-21 04:04:06 main:574] : INFO : Epoch 1961 | loss: 0.0311209 | val_loss: 0.031172 | Time: 2228.93 ms
[2021-01-21 04:04:08 main:574] : INFO : Epoch 1962 | loss: 0.0311219 | val_loss: 0.0311732 | Time: 2208.3 ms
[2021-01-21 04:04:10 main:574] : INFO : Epoch 1963 | loss: 0.0311227 | val_loss: 0.0311752 | Time: 2248.8 ms
[2021-01-21 04:04:13 main:574] : INFO : Epoch 1964 | loss: 0.0311213 | val_loss: 0.0311755 | Time: 2262.92 ms
[2021-01-21 04:04:15 main:574] : INFO : Epoch 1965 | loss: 0.0311312 | val_loss: 0.0311738 | Time: 2237.86 ms
[2021-01-21 04:04:17 main:574] : INFO : Epoch 1966 | loss: 0.0311326 | val_loss: 0.0311696 | Time: 2258.77 ms
[2021-01-21 04:04:19 main:574] : INFO : Epoch 1967 | loss: 0.0311298 | val_loss: 0.0311762 | Time: 2208.56 ms
[2021-01-21 04:04:22 main:574] : INFO : Epoch 1968 | loss: 0.0311267 | val_loss: 0.0311761 | Time: 2162.14 ms
[2021-01-21 04:04:24 main:574] : INFO : Epoch 1969 | loss: 0.0311239 | val_loss: 0.0311695 | Time: 2151.52 ms
[2021-01-21 04:04:26 main:574] : INFO : Epoch 1970 | loss: 0.0311205 | val_loss: 0.0311745 | Time: 2176.46 ms
[2021-01-21 04:04:28 main:574] : INFO : Epoch 1971 | loss: 0.0311206 | val_loss: 0.0311758 | Time: 2159.9 ms
[2021-01-21 04:04:30 main:574] : INFO : Epoch 1972 | loss: 0.0311209 | val_loss: 0.0311741 | Time: 2169.33 ms
[2021-01-21 04:04:33 main:574] : INFO : Epoch 1973 | loss: 0.0311237 | val_loss: 0.0311798 | Time: 2249.11 ms
[2021-01-21 04:04:35 main:574] : INFO : Epoch 1974 | loss: 0.0311213 | val_loss: 0.0311836 | Time: 2297.07 ms
[2021-01-21 04:04:37 main:574] : INFO : Epoch 1975 | loss: 0.0311206 | val_loss: 0.0311774 | Time: 2139.51 ms
[2021-01-21 04:04:39 main:574] : INFO : Epoch 1976 | loss: 0.0311199 | val_loss: 0.031174 | Time: 2149.92 ms
[2021-01-21 04:04:41 main:574] : INFO : Epoch 1977 | loss: 0.0311188 | val_loss: 0.0311714 | Time: 2124.38 ms
[2021-01-21 04:04:44 main:574] : INFO : Epoch 1978 | loss: 0.0311192 | val_loss: 0.0311801 | Time: 2185.59 ms
[2021-01-21 04:04:46 main:574] : INFO : Epoch 1979 | loss: 0.031121 | val_loss: 0.0311644 | Time: 2236.49 ms
[2021-01-21 04:04:48 main:574] : INFO : Epoch 1980 | loss: 0.0311278 | val_loss: 0.0311751 | Time: 2199.64 ms
[2021-01-21 04:04:50 main:574] : INFO : Epoch 1981 | loss: 0.0311204 | val_loss: 0.0311738 | Time: 2178.66 ms
[2021-01-21 04:04:52 main:574] : INFO : Epoch 1982 | loss: 0.0311199 | val_loss: 0.0311749 | Time: 2193.14 ms
[2021-01-21 04:04:55 main:574] : INFO : Epoch 1983 | loss: 0.0311176 | val_loss: 0.031174 | Time: 2291.74 ms
[2021-01-21 04:04:57 main:574] : INFO : Epoch 1984 | loss: 0.0311401 | val_loss: 0.0311664 | Time: 2146.97 ms
[2021-01-21 04:04:59 main:574] : INFO : Epoch 1985 | loss: 0.0311427 | val_loss: 0.0311672 | Time: 2175.35 ms
[2021-01-21 04:05:01 main:574] : INFO : Epoch 1986 | loss: 0.031135 | val_loss: 0.0311668 | Time: 2224.59 ms
[2021-01-21 04:05:04 main:574] : INFO : Epoch 1987 | loss: 0.0311318 | val_loss: 0.0311631 | Time: 2336.85 ms
[2021-01-21 04:05:06 main:574] : INFO : Epoch 1988 | loss: 0.0311291 | val_loss: 0.0311695 | Time: 2248.93 ms
[2021-01-21 04:05:08 main:574] : INFO : Epoch 1989 | loss: 0.031124 | val_loss: 0.0311691 | Time: 2215.09 ms
[2021-01-21 04:05:11 main:574] : INFO : Epoch 1990 | loss: 0.0311222 | val_loss: 0.0311751 | Time: 2197.75 ms
[2021-01-21 04:05:13 main:574] : INFO : Epoch 1991 | loss: 0.0311212 | val_loss: 0.0311717 | Time: 2070.84 ms
[2021-01-21 04:05:15 main:574] : INFO : Epoch 1992 | loss: 0.0311217 | val_loss: 0.0311705 | Time: 2054.69 ms
[2021-01-21 04:05:17 main:574] : INFO : Epoch 1993 | loss: 0.0311264 | val_loss: 0.0311818 | Time: 2314.43 ms
[2021-01-21 04:05:19 main:574] : INFO : Epoch 1994 | loss: 0.0311229 | val_loss: 0.0311796 | Time: 2184.55 ms
[2021-01-21 04:05:21 main:574] : INFO : Epoch 1995 | loss: 0.0311218 | val_loss: 0.0311756 | Time: 2212.57 ms
[2021-01-21 04:05:24 main:574] : INFO : Epoch 1996 | loss: 0.0311202 | val_loss: 0.0311791 | Time: 2193.19 ms
[2021-01-21 04:05:26 main:574] : INFO : Epoch 1997 | loss: 0.0311202 | val_loss: 0.0311724 | Time: 2179.15 ms
[2021-01-21 04:05:28 main:574] : INFO : Epoch 1998 | loss: 0.0311221 | val_loss: 0.0311741 | Time: 2181.9 ms
[2021-01-21 04:05:30 main:574] : INFO : Epoch 1999 | loss: 0.0311229 | val_loss: 0.0311889 | Time: 2272.44 ms
[2021-01-21 04:05:33 main:574] : INFO : Epoch 2000 | loss: 0.0311284 | val_loss: 0.031176 | Time: 2159.3 ms
[2021-01-21 04:05:35 main:574] : INFO : Epoch 2001 | loss: 0.0311332 | val_loss: 0.0311839 | Time: 2197.34 ms
[2021-01-21 04:05:37 main:574] : INFO : Epoch 2002 | loss: 0.031128 | val_loss: 0.0311791 | Time: 2282.91 ms
[2021-01-21 04:05:39 main:574] : INFO : Epoch 2003 | loss: 0.0311248 | val_loss: 0.0311736 | Time: 2184.46 ms
[2021-01-21 04:05:42 main:574] : INFO : Epoch 2004 | loss: 0.0311249 | val_loss: 0.0311724 | Time: 2205.01 ms
[2021-01-21 04:05:44 main:574] : INFO : Epoch 2005 | loss: 0.0311208 | val_loss: 0.0311806 | Time: 2286.32 ms
[2021-01-21 04:05:46 main:574] : INFO : Epoch 2006 | loss: 0.031119 | val_loss: 0.0311829 | Time: 2191.99 ms
[2021-01-21 04:05:48 main:574] : INFO : Epoch 2007 | loss: 0.0311173 | val_loss: 0.0311717 | Time: 2136.96 ms
[2021-01-21 04:05:51 main:574] : INFO : Epoch 2008 | loss: 0.0311165 | val_loss: 0.0311737 | Time: 2313.06 ms
[2021-01-21 04:05:53 main:574] : INFO : Epoch 2009 | loss: 0.0311188 | val_loss: 0.0311868 | Time: 2141.8 ms
[2021-01-21 04:05:55 main:574] : INFO : Epoch 2010 | loss: 0.0311213 | val_loss: 0.0311706 | Time: 2195.65 ms
[2021-01-21 04:05:57 main:574] : INFO : Epoch 2011 | loss: 0.0311204 | val_loss: 0.0311735 | Time: 2222.04 ms
[2021-01-21 04:05:59 main:574] : INFO : Epoch 2012 | loss: 0.0311168 | val_loss: 0.0311797 | Time: 2102.09 ms
[2021-01-21 04:06:02 main:574] : INFO : Epoch 2013 | loss: 0.0311158 | val_loss: 0.0311761 | Time: 2232.16 ms
[2021-01-21 04:06:04 main:574] : INFO : Epoch 2014 | loss: 0.0311158 | val_loss: 0.0311921 | Time: 2198.42 ms
[2021-01-21 04:06:06 main:574] : INFO : Epoch 2015 | loss: 0.0311192 | val_loss: 0.0311766 | Time: 2207.55 ms
[2021-01-21 04:06:08 main:574] : INFO : Epoch 2016 | loss: 0.0311166 | val_loss: 0.0311788 | Time: 2172.14 ms
[2021-01-21 04:06:10 main:574] : INFO : Epoch 2017 | loss: 0.0311156 | val_loss: 0.0311789 | Time: 2316.63 ms
[2021-01-21 04:06:13 main:574] : INFO : Epoch 2018 | loss: 0.031117 | val_loss: 0.0311807 | Time: 2303.33 ms
[2021-01-21 04:06:15 main:574] : INFO : Epoch 2019 | loss: 0.0311174 | val_loss: 0.0311745 | Time: 2154.16 ms
[2021-01-21 04:06:17 main:574] : INFO : Epoch 2020 | loss: 0.0311163 | val_loss: 0.0311835 | Time: 2215.45 ms
[2021-01-21 04:06:19 main:574] : INFO : Epoch 2021 | loss: 0.0311168 | val_loss: 0.0311735 | Time: 2152.54 ms
[2021-01-21 04:06:22 main:574] : INFO : Epoch 2022 | loss: 0.0311147 | val_loss: 0.0311813 | Time: 2190.05 ms
[2021-01-21 04:06:24 main:574] : INFO : Epoch 2023 | loss: 0.03112 | val_loss: 0.031185 | Time: 2310.25 ms
[2021-01-21 04:06:26 main:574] : INFO : Epoch 2024 | loss: 0.0311232 | val_loss: 0.0311832 | Time: 2232.45 ms
[2021-01-21 04:06:29 main:574] : INFO : Epoch 2025 | loss: 0.0311202 | val_loss: 0.0311777 | Time: 2292.3 ms
[2021-01-21 04:06:31 main:574] : INFO : Epoch 2026 | loss: 0.0311159 | val_loss: 0.0311777 | Time: 2303.74 ms
[2021-01-21 04:06:33 main:574] : INFO : Epoch 2027 | loss: 0.0311144 | val_loss: 0.0311782 | Time: 2167.47 ms
[2021-01-21 04:06:35 main:574] : INFO : Epoch 2028 | loss: 0.0311146 | val_loss: 0.031182 | Time: 2213.75 ms
[2021-01-21 04:06:38 main:574] : INFO : Epoch 2029 | loss: 0.0311161 | val_loss: 0.0311818 | Time: 2195.17 ms
[2021-01-21 04:06:40 main:574] : INFO : Epoch 2030 | loss: 0.0311183 | val_loss: 0.0311774 | Time: 2163.67 ms
[2021-01-21 04:06:42 main:574] : INFO : Epoch 2031 | loss: 0.0311199 | val_loss: 0.0311832 | Time: 2306.94 ms
[2021-01-21 04:06:44 main:574] : INFO : Epoch 2032 | loss: 0.0311202 | val_loss: 0.0311737 | Time: 2143.92 ms
[2021-01-21 04:06:46 main:574] : INFO : Epoch 2033 | loss: 0.031122 | val_loss: 0.0312256 | Time: 2167.43 ms
[2021-01-21 04:06:49 main:574] : INFO : Epoch 2034 | loss: 0.0313374 | val_loss: 0.032634 | Time: 2204.59 ms
[2021-01-21 04:06:51 main:574] : INFO : Epoch 2035 | loss: 0.0322471 | val_loss: 0.0317023 | Time: 2128.75 ms
[2021-01-21 04:06:53 main:574] : INFO : Epoch 2036 | loss: 0.0313759 | val_loss: 0.0312809 | Time: 2234.16 ms
[2021-01-21 04:06:55 main:574] : INFO : Epoch 2037 | loss: 0.0312532 | val_loss: 0.031232 | Time: 2122.73 ms
[2021-01-21 04:06:58 main:574] : INFO : Epoch 2038 | loss: 0.0312127 | val_loss: 0.0311926 | Time: 2242.95 ms
[2021-01-21 04:07:00 main:574] : INFO : Epoch 2039 | loss: 0.0311769 | val_loss: 0.0311767 | Time: 2273.02 ms
[2021-01-21 04:07:02 main:574] : INFO : Epoch 2040 | loss: 0.031165 | val_loss: 0.0311747 | Time: 2210.18 ms
[2021-01-21 04:07:04 main:574] : INFO : Epoch 2041 | loss: 0.0311565 | val_loss: 0.0311677 | Time: 2135.07 ms
[2021-01-21 04:07:06 main:574] : INFO : Epoch 2042 | loss: 0.031149 | val_loss: 0.0311662 | Time: 2163.32 ms
[2021-01-21 04:07:09 main:574] : INFO : Epoch 2043 | loss: 0.0311445 | val_loss: 0.0311697 | Time: 2181.9 ms
[2021-01-21 04:07:11 main:574] : INFO : Epoch 2044 | loss: 0.0311427 | val_loss: 0.0311718 | Time: 2228.9 ms
[2021-01-21 04:07:13 main:574] : INFO : Epoch 2045 | loss: 0.0311395 | val_loss: 0.0311675 | Time: 2213.65 ms
[2021-01-21 04:07:15 main:574] : INFO : Epoch 2046 | loss: 0.031138 | val_loss: 0.0311704 | Time: 2215.19 ms
[2021-01-21 04:07:18 main:574] : INFO : Epoch 2047 | loss: 0.0311383 | val_loss: 0.0311738 | Time: 2162.82 ms
[2021-01-21 04:07:20 main:574] : INFO : Epoch 2048 | loss: 0.0311379 | val_loss: 0.0311721 | Time: 2200.27 ms
[2021-01-21 04:07:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311721
[2021-01-21 04:07:20 main:603] : INFO : Saving end state to config to file
[2021-01-21 04:07:20 main:608] : INFO : Success, exiting..
04:07:20 (8968): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)