Task 5172460
| Name | ParityModified-1619234388-29837-2_0 |
| Workunit | 3108073 |
| Created | 10 May 2021, 7:56:25 UTC |
| Sent | 17 May 2021, 23:47:38 UTC |
| Report deadline | 24 May 2021, 23:47:38 UTC |
| Received | 18 May 2021, 7:31:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1764 |
| Run time | 5 hours 38 min 7 sec |
| CPU time | 5 hours 36 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,398.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.65 GB |
| Peak swap size | 2.75 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: 0.0311212 | val_loss: 0.0311619 | Time: 9342.98 ms
[2021-05-18 00:12:23 main:574] : INFO : Epoch 1543 | loss: 0.0311216 | val_loss: 0.0311538 | Time: 9347.04 ms
[2021-05-18 00:12:32 main:574] : INFO : Epoch 1544 | loss: 0.0311216 | val_loss: 0.0311542 | Time: 9343.5 ms
[2021-05-18 00:12:42 main:574] : INFO : Epoch 1545 | loss: 0.0311191 | val_loss: 0.031158 | Time: 9377.07 ms
[2021-05-18 00:12:51 main:574] : INFO : Epoch 1546 | loss: 0.0311193 | val_loss: 0.0311586 | Time: 9293.45 ms
[2021-05-18 00:13:00 main:574] : INFO : Epoch 1547 | loss: 0.0311209 | val_loss: 0.0311597 | Time: 9329.97 ms
[2021-05-18 00:13:10 main:574] : INFO : Epoch 1548 | loss: 0.0311226 | val_loss: 0.0311619 | Time: 9321.12 ms
[2021-05-18 00:13:19 main:574] : INFO : Epoch 1549 | loss: 0.031123 | val_loss: 0.0311618 | Time: 9414.79 ms
[2021-05-18 00:13:28 main:574] : INFO : Epoch 1550 | loss: 0.0311214 | val_loss: 0.031158 | Time: 9299.2 ms
[2021-05-18 00:13:38 main:574] : INFO : Epoch 1551 | loss: 0.0311203 | val_loss: 0.0311599 | Time: 9301.75 ms
[2021-05-18 00:13:47 main:574] : INFO : Epoch 1552 | loss: 0.0311184 | val_loss: 0.0311648 | Time: 9265.55 ms
[2021-05-18 00:13:56 main:574] : INFO : Epoch 1553 | loss: 0.0311194 | val_loss: 0.0311569 | Time: 9278.62 ms
[2021-05-18 00:14:06 main:574] : INFO : Epoch 1554 | loss: 0.0311182 | val_loss: 0.0311574 | Time: 9356.36 ms
[2021-05-18 00:14:15 main:574] : INFO : Epoch 1555 | loss: 0.0311162 | val_loss: 0.0311553 | Time: 9331.04 ms
[2021-05-18 00:14:24 main:574] : INFO : Epoch 1556 | loss: 0.0311161 | val_loss: 0.0311567 | Time: 9346.83 ms
[2021-05-18 00:14:34 main:574] : INFO : Epoch 1557 | loss: 0.0311167 | val_loss: 0.0311575 | Time: 9288.14 ms
[2021-05-18 00:14:43 main:574] : INFO : Epoch 1558 | loss: 0.0311195 | val_loss: 0.0311579 | Time: 9367.54 ms
[2021-05-18 00:14:52 main:574] : INFO : Epoch 1559 | loss: 0.0311208 | val_loss: 0.0311538 | Time: 9365.77 ms
[2021-05-18 00:15:02 main:574] : INFO : Epoch 1560 | loss: 0.0311188 | val_loss: 0.0311611 | Time: 9328.22 ms
[2021-05-18 00:15:11 main:574] : INFO : Epoch 1561 | loss: 0.031118 | val_loss: 0.0311548 | Time: 9336.71 ms
[2021-05-18 00:15:21 main:574] : INFO : Epoch 1562 | loss: 0.0311176 | val_loss: 0.0311564 | Time: 9459.85 ms
[2021-05-18 00:15:30 main:574] : INFO : Epoch 1563 | loss: 0.0311184 | val_loss: 0.0311567 | Time: 9295.23 ms
[2021-05-18 00:15:39 main:574] : INFO : Epoch 1564 | loss: 0.0311192 | val_loss: 0.0311594 | Time: 9263.84 ms
[2021-05-18 00:15:49 main:574] : INFO : Epoch 1565 | loss: 0.0311223 | val_loss: 0.0311515 | Time: 9292.59 ms
[2021-05-18 00:15:58 main:574] : INFO : Epoch 1566 | loss: 0.0311186 | val_loss: 0.0311633 | Time: 9243.28 ms
[2021-05-18 00:16:07 main:574] : INFO : Epoch 1567 | loss: 0.0311197 | val_loss: 0.0311613 | Time: 9353.68 ms
[2021-05-18 00:16:17 main:574] : INFO : Epoch 1568 | loss: 0.0311209 | val_loss: 0.0311599 | Time: 9305.5 ms
[2021-05-18 00:16:26 main:574] : INFO : Epoch 1569 | loss: 0.0311197 | val_loss: 0.0311504 | Time: 9268.13 ms
[2021-05-18 00:16:35 main:574] : INFO : Epoch 1570 | loss: 0.0311207 | val_loss: 0.0311496 | Time: 9312.64 ms
[2021-05-18 00:16:44 main:574] : INFO : Epoch 1571 | loss: 0.0311186 | val_loss: 0.0311531 | Time: 9233.3 ms
[2021-05-18 00:16:54 main:574] : INFO : Epoch 1572 | loss: 0.0311168 | val_loss: 0.0311607 | Time: 9269.04 ms
[2021-05-18 00:17:03 main:574] : INFO : Epoch 1573 | loss: 0.0311194 | val_loss: 0.0311583 | Time: 9263.96 ms
[2021-05-18 00:17:12 main:574] : INFO : Epoch 1574 | loss: 0.0311186 | val_loss: 0.0311562 | Time: 9236.49 ms
[2021-05-18 00:17:22 main:574] : INFO : Epoch 1575 | loss: 0.0311176 | val_loss: 0.0311547 | Time: 9422.33 ms
[2021-05-18 00:17:31 main:574] : INFO : Epoch 1576 | loss: 0.0311179 | val_loss: 0.031156 | Time: 9347.36 ms
[2021-05-18 00:17:40 main:574] : INFO : Epoch 1577 | loss: 0.0311248 | val_loss: 0.031154 | Time: 9378.42 ms
[2021-05-18 00:17:50 main:574] : INFO : Epoch 1578 | loss: 0.0311199 | val_loss: 0.0311575 | Time: 9289.84 ms
[2021-05-18 00:17:59 main:574] : INFO : Epoch 1579 | loss: 0.0311176 | val_loss: 0.0311523 | Time: 9275.93 ms
[2021-05-18 00:18:08 main:574] : INFO : Epoch 1580 | loss: 0.0311179 | val_loss: 0.031155 | Time: 9287.53 ms
[2021-05-18 00:18:18 main:574] : INFO : Epoch 1581 | loss: 0.0311194 | val_loss: 0.0311539 | Time: 9312.32 ms
[2021-05-18 00:18:27 main:574] : INFO : Epoch 1582 | loss: 0.0311195 | val_loss: 0.0311525 | Time: 9341.33 ms
[2021-05-18 00:18:36 main:574] : INFO : Epoch 1583 | loss: 0.0311188 | val_loss: 0.031153 | Time: 9273.73 ms
[2021-05-18 00:18:46 main:574] : INFO : Epoch 1584 | loss: 0.0311173 | val_loss: 0.0311549 | Time: 9340.29 ms
[2021-05-18 00:18:55 main:574] : INFO : Epoch 1585 | loss: 0.0311203 | val_loss: 0.0311575 | Time: 9300.11 ms
[2021-05-18 00:19:04 main:574] : INFO : Epoch 1586 | loss: 0.0311195 | val_loss: 0.0311539 | Time: 9295.76 ms
[2021-05-18 00:19:13 main:574] : INFO : Epoch 1587 | loss: 0.0311192 | val_loss: 0.0311546 | Time: 9238.11 ms
[2021-05-18 00:19:23 main:574] : INFO : Epoch 1588 | loss: 0.0311168 | val_loss: 0.0311575 | Time: 9262.07 ms
[2021-05-18 00:19:32 main:574] : INFO : Epoch 1589 | loss: 0.0311176 | val_loss: 0.0311551 | Time: 9284.63 ms
[2021-05-18 00:19:41 main:574] : INFO : Epoch 1590 | loss: 0.0311167 | val_loss: 0.0311546 | Time: 9296.15 ms
[2021-05-18 00:19:51 main:574] : INFO : Epoch 1591 | loss: 0.0311189 | val_loss: 0.0311554 | Time: 9276.8 ms
[2021-05-18 00:20:00 main:574] : INFO : Epoch 1592 | loss: 0.0311192 | val_loss: 0.0311573 | Time: 9286.26 ms
[2021-05-18 00:20:09 main:574] : INFO : Epoch 1593 | loss: 0.0311211 | val_loss: 0.0311531 | Time: 9223.39 ms
[2021-05-18 00:20:19 main:574] : INFO : Epoch 1594 | loss: 0.0311189 | val_loss: 0.0311529 | Time: 9342.42 ms
[2021-05-18 00:20:28 main:574] : INFO : Epoch 1595 | loss: 0.0311165 | val_loss: 0.0311578 | Time: 9303.74 ms
[2021-05-18 00:20:37 main:574] : INFO : Epoch 1596 | loss: 0.0311183 | val_loss: 0.0311575 | Time: 9311.71 ms
[2021-05-18 00:20:47 main:574] : INFO : Epoch 1597 | loss: 0.0311184 | val_loss: 0.0311584 | Time: 9312.82 ms
[2021-05-18 00:20:56 main:574] : INFO : Epoch 1598 | loss: 0.0311161 | val_loss: 0.0311623 | Time: 9299.69 ms
[2021-05-18 00:21:05 main:574] : INFO : Epoch 1599 | loss: 0.0311173 | val_loss: 0.0311593 | Time: 9257.84 ms
[2021-05-18 00:21:14 main:574] : INFO : Epoch 1600 | loss: 0.0311183 | val_loss: 0.0311557 | Time: 9254.23 ms
[2021-05-18 00:21:24 main:574] : INFO : Epoch 1601 | loss: 0.0311179 | val_loss: 0.0311539 | Time: 9273.23 ms
[2021-05-18 00:21:33 main:574] : INFO : Epoch 1602 | loss: 0.0311171 | val_loss: 0.0311512 | Time: 9307.69 ms
[2021-05-18 00:21:42 main:574] : INFO : Epoch 1603 | loss: 0.0311165 | val_loss: 0.0311514 | Time: 9305.89 ms
[2021-05-18 00:21:52 main:574] : INFO : Epoch 1604 | loss: 0.0311163 | val_loss: 0.0311521 | Time: 9347.43 ms
[2021-05-18 00:22:01 main:574] : INFO : Epoch 1605 | loss: 0.0311159 | val_loss: 0.0311535 | Time: 9279.92 ms
[2021-05-18 00:22:10 main:574] : INFO : Epoch 1606 | loss: 0.0311191 | val_loss: 0.0311535 | Time: 9255.69 ms
[2021-05-18 00:22:20 main:574] : INFO : Epoch 1607 | loss: 0.0311197 | val_loss: 0.0311543 | Time: 9316.98 ms
[2021-05-18 00:22:29 main:574] : INFO : Epoch 1608 | loss: 0.0311191 | val_loss: 0.031155 | Time: 9215.62 ms
[2021-05-18 00:22:38 main:574] : INFO : Epoch 1609 | loss: 0.0311204 | val_loss: 0.0311558 | Time: 9262.29 ms
[2021-05-18 00:22:48 main:574] : INFO : Epoch 1610 | loss: 0.0311189 | val_loss: 0.0311569 | Time: 9451.84 ms
[2021-05-18 00:22:57 main:574] : INFO : Epoch 1611 | loss: 0.0311165 | val_loss: 0.0311539 | Time: 9254.36 ms
[2021-05-18 00:23:06 main:574] : INFO : Epoch 1612 | loss: 0.0311155 | val_loss: 0.0311556 | Time: 9249.64 ms
[2021-05-18 00:23:15 main:574] : INFO : Epoch 1613 | loss: 0.0311205 | val_loss: 0.0311545 | Time: 9261.2 ms
[2021-05-18 00:23:25 main:574] : INFO : Epoch 1614 | loss: 0.0311201 | val_loss: 0.0311567 | Time: 9362.04 ms
[2021-05-18 00:23:34 main:574] : INFO : Epoch 1615 | loss: 0.0311211 | val_loss: 0.0311529 | Time: 9264.81 ms
[2021-05-18 00:23:43 main:574] : INFO : Epoch 1616 | loss: 0.0311222 | val_loss: 0.0311526 | Time: 9224.22 ms
[2021-05-18 00:23:53 main:574] : INFO : Epoch 1617 | loss: 0.0311212 | val_loss: 0.0311552 | Time: 9266 ms
[2021-05-18 00:24:02 main:574] : INFO : Epoch 1618 | loss: 0.0311223 | val_loss: 0.0311519 | Time: 9373.25 ms
[2021-05-18 00:24:11 main:574] : INFO : Epoch 1619 | loss: 0.0311202 | val_loss: 0.031153 | Time: 9311.58 ms
[2021-05-18 00:24:21 main:574] : INFO : Epoch 1620 | loss: 0.0311186 | val_loss: 0.0311503 | Time: 9291 ms
[2021-05-18 00:24:30 main:574] : INFO : Epoch 1621 | loss: 0.0311186 | val_loss: 0.0311525 | Time: 9217.77 ms
[2021-05-18 00:24:39 main:574] : INFO : Epoch 1622 | loss: 0.0311181 | val_loss: 0.0311568 | Time: 9218.43 ms
[2021-05-18 00:24:48 main:574] : INFO : Epoch 1623 | loss: 0.0311177 | val_loss: 0.0311507 | Time: 9334.61 ms
[2021-05-18 00:24:58 main:574] : INFO : Epoch 1624 | loss: 0.0311169 | val_loss: 0.0311527 | Time: 9342.27 ms
[2021-05-18 00:25:07 main:574] : INFO : Epoch 1625 | loss: 0.0311181 | val_loss: 0.0311568 | Time: 9303.42 ms
[2021-05-18 00:25:16 main:574] : INFO : Epoch 1626 | loss: 0.0311228 | val_loss: 0.031151 | Time: 9291.43 ms
[2021-05-18 00:25:26 main:574] : INFO : Epoch 1627 | loss: 0.0311235 | val_loss: 0.0311506 | Time: 9382.38 ms
[2021-05-18 00:25:35 main:574] : INFO : Epoch 1628 | loss: 0.0311235 | val_loss: 0.0311557 | Time: 9244.89 ms
[2021-05-18 00:25:44 main:574] : INFO : Epoch 1629 | loss: 0.0311192 | val_loss: 0.0311491 | Time: 9288.65 ms
[2021-05-18 00:25:54 main:574] : INFO : Epoch 1630 | loss: 0.0311192 | val_loss: 0.0311517 | Time: 9288.7 ms
[2021-05-18 00:26:03 main:574] : INFO : Epoch 1631 | loss: 0.0311218 | val_loss: 0.0311517 | Time: 9245.74 ms
[2021-05-18 00:26:12 main:574] : INFO : Epoch 1632 | loss: 0.0311213 | val_loss: 0.031152 | Time: 9352.5 ms
[2021-05-18 00:26:22 main:574] : INFO : Epoch 1633 | loss: 0.0311228 | val_loss: 0.0311574 | Time: 9352.13 ms
[2021-05-18 00:26:31 main:574] : INFO : Epoch 1634 | loss: 0.031121 | val_loss: 0.031152 | Time: 9297.93 ms
[2021-05-18 00:26:40 main:574] : INFO : Epoch 1635 | loss: 0.0311193 | val_loss: 0.0311563 | Time: 9342.37 ms
[2021-05-18 00:26:50 main:574] : INFO : Epoch 1636 | loss: 0.0311174 | val_loss: 0.0311503 | Time: 9312.84 ms
[2021-05-18 00:26:59 main:574] : INFO : Epoch 1637 | loss: 0.0311194 | val_loss: 0.0311544 | Time: 9305.45 ms
[2021-05-18 00:27:08 main:574] : INFO : Epoch 1638 | loss: 0.031118 | val_loss: 0.0311509 | Time: 9333.17 ms
[2021-05-18 00:27:18 main:574] : INFO : Epoch 1639 | loss: 0.0311167 | val_loss: 0.0311513 | Time: 9254.07 ms
[2021-05-18 00:27:27 main:574] : INFO : Epoch 1640 | loss: 0.0311171 | val_loss: 0.0311547 | Time: 9390.59 ms
[2021-05-18 00:27:36 main:574] : INFO : Epoch 1641 | loss: 0.0311172 | val_loss: 0.0311502 | Time: 9258 ms
[2021-05-18 00:27:46 main:574] : INFO : Epoch 1642 | loss: 0.0311165 | val_loss: 0.031155 | Time: 9262.3 ms
[2021-05-18 00:27:55 main:574] : INFO : Epoch 1643 | loss: 0.0311166 | val_loss: 0.0311532 | Time: 9329.65 ms
[2021-05-18 00:28:04 main:574] : INFO : Epoch 1644 | loss: 0.031119 | val_loss: 0.0311514 | Time: 9259.12 ms
[2021-05-18 00:28:14 main:574] : INFO : Epoch 1645 | loss: 0.031118 | val_loss: 0.0311497 | Time: 9291.6 ms
[2021-05-18 00:28:23 main:574] : INFO : Epoch 1646 | loss: 0.0311209 | val_loss: 0.031154 | Time: 9304.81 ms
[2021-05-18 00:28:32 main:574] : INFO : Epoch 1647 | loss: 0.0311198 | val_loss: 0.0311649 | Time: 9295.99 ms
[2021-05-18 00:28:42 main:574] : INFO : Epoch 1648 | loss: 0.0311209 | val_loss: 0.031158 | Time: 9322.15 ms
[2021-05-18 00:28:51 main:574] : INFO : Epoch 1649 | loss: 0.0311193 | val_loss: 0.0311579 | Time: 9306.42 ms
[2021-05-18 00:29:00 main:574] : INFO : Epoch 1650 | loss: 0.0311181 | val_loss: 0.0311539 | Time: 9295.67 ms
[2021-05-18 00:29:09 main:574] : INFO : Epoch 1651 | loss: 0.0311165 | val_loss: 0.0311522 | Time: 9280.82 ms
[2021-05-18 00:29:19 main:574] : INFO : Epoch 1652 | loss: 0.0311141 | val_loss: 0.0311545 | Time: 9259.68 ms
[2021-05-18 00:29:28 main:574] : INFO : Epoch 1653 | loss: 0.0311142 | val_loss: 0.0311508 | Time: 9293.55 ms
[2021-05-18 00:29:37 main:574] : INFO : Epoch 1654 | loss: 0.0311139 | val_loss: 0.0311557 | Time: 9335.33 ms
[2021-05-18 00:29:47 main:574] : INFO : Epoch 1655 | loss: 0.0311172 | val_loss: 0.0311571 | Time: 9310.49 ms
[2021-05-18 00:29:56 main:574] : INFO : Epoch 1656 | loss: 0.0311174 | val_loss: 0.0311542 | Time: 9292.72 ms
[2021-05-18 00:30:05 main:574] : INFO : Epoch 1657 | loss: 0.0311158 | val_loss: 0.0311532 | Time: 9309.58 ms
[2021-05-18 00:30:15 main:574] : INFO : Epoch 1658 | loss: 0.0311154 | val_loss: 0.0311607 | Time: 9259.57 ms
[2021-05-18 00:30:24 main:574] : INFO : Epoch 1659 | loss: 0.0311169 | val_loss: 0.0311589 | Time: 9324.25 ms
[2021-05-18 00:30:33 main:574] : INFO : Epoch 1660 | loss: 0.0311181 | val_loss: 0.03116 | Time: 9258.62 ms
[2021-05-18 00:30:43 main:574] : INFO : Epoch 1661 | loss: 0.0311188 | val_loss: 0.0311608 | Time: 9299.99 ms
[2021-05-18 00:30:52 main:574] : INFO : Epoch 1662 | loss: 0.0311189 | val_loss: 0.0311551 | Time: 9330.44 ms
[2021-05-18 00:31:01 main:574] : INFO : Epoch 1663 | loss: 0.0311237 | val_loss: 0.0311553 | Time: 9303.68 ms
[2021-05-18 00:31:10 main:574] : INFO : Epoch 1664 | loss: 0.0311253 | val_loss: 0.0311508 | Time: 9275.64 ms
[2021-05-18 00:31:20 main:574] : INFO : Epoch 1665 | loss: 0.0311279 | val_loss: 0.0311571 | Time: 9243.4 ms
[2021-05-18 00:31:29 main:574] : INFO : Epoch 1666 | loss: 0.0311255 | val_loss: 0.0311504 | Time: 9275.14 ms
[2021-05-18 00:31:38 main:574] : INFO : Epoch 1667 | loss: 0.0311228 | val_loss: 0.0311555 | Time: 9350.69 ms
[2021-05-18 00:31:48 main:574] : INFO : Epoch 1668 | loss: 0.0311225 | val_loss: 0.0311627 | Time: 9293.11 ms
[2021-05-18 00:31:57 main:574] : INFO : Epoch 1669 | loss: 0.0311219 | val_loss: 0.0311601 | Time: 9296.45 ms
[2021-05-18 00:32:06 main:574] : INFO : Epoch 1670 | loss: 0.031121 | val_loss: 0.0311527 | Time: 9243.88 ms
[2021-05-18 00:32:16 main:574] : INFO : Epoch 1671 | loss: 0.0311212 | val_loss: 0.0311523 | Time: 9295.86 ms
[2021-05-18 00:32:25 main:574] : INFO : Epoch 1672 | loss: 0.0311251 | val_loss: 0.03116 | Time: 9239.38 ms
[2021-05-18 00:32:34 main:574] : INFO : Epoch 1673 | loss: 0.0311293 | val_loss: 0.0311579 | Time: 9216.78 ms
[2021-05-18 00:32:44 main:574] : INFO : Epoch 1674 | loss: 0.0311291 | val_loss: 0.0311537 | Time: 9340.8 ms
[2021-05-18 00:32:53 main:574] : INFO : Epoch 1675 | loss: 0.0311282 | val_loss: 0.0311637 | Time: 9317.69 ms
[2021-05-18 00:33:02 main:574] : INFO : Epoch 1676 | loss: 0.0311267 | val_loss: 0.0311561 | Time: 9403.28 ms
[2021-05-18 00:33:12 main:574] : INFO : Epoch 1677 | loss: 0.0311266 | val_loss: 0.0311552 | Time: 9324.72 ms
[2021-05-18 00:33:21 main:574] : INFO : Epoch 1678 | loss: 0.0311243 | val_loss: 0.0311584 | Time: 9423.27 ms
[2021-05-18 00:33:30 main:574] : INFO : Epoch 1679 | loss: 0.0311236 | val_loss: 0.0311615 | Time: 9237.11 ms
[2021-05-18 00:33:40 main:574] : INFO : Epoch 1680 | loss: 0.0311311 | val_loss: 0.0311593 | Time: 9381.45 ms
[2021-05-18 00:33:49 main:574] : INFO : Epoch 1681 | loss: 0.0311297 | val_loss: 0.0311644 | Time: 9266.98 ms
[2021-05-18 00:33:58 main:574] : INFO : Epoch 1682 | loss: 0.0311288 | val_loss: 0.031158 | Time: 9297.18 ms
[2021-05-18 00:34:08 main:574] : INFO : Epoch 1683 | loss: 0.0311287 | val_loss: 0.0311564 | Time: 9259.98 ms
[2021-05-18 00:34:17 main:574] : INFO : Epoch 1684 | loss: 0.0311254 | val_loss: 0.0311527 | Time: 9363.82 ms
[2021-05-18 00:34:26 main:574] : INFO : Epoch 1685 | loss: 0.0311248 | val_loss: 0.0311571 | Time: 9280.42 ms
[2021-05-18 00:34:35 main:574] : INFO : Epoch 1686 | loss: 0.0311272 | val_loss: 0.0311615 | Time: 9234.55 ms
[2021-05-18 00:34:45 main:574] : INFO : Epoch 1687 | loss: 0.0311269 | val_loss: 0.0311565 | Time: 9258.58 ms
[2021-05-18 00:34:54 main:574] : INFO : Epoch 1688 | loss: 0.0311234 | val_loss: 0.0311577 | Time: 9337.3 ms
[2021-05-18 00:35:03 main:574] : INFO : Epoch 1689 | loss: 0.0311237 | val_loss: 0.0311552 | Time: 9275.3 ms
[2021-05-18 00:35:13 main:574] : INFO : Epoch 1690 | loss: 0.0311225 | val_loss: 0.0311575 | Time: 9242.47 ms
[2021-05-18 00:35:22 main:574] : INFO : Epoch 1691 | loss: 0.0311202 | val_loss: 0.0311571 | Time: 9411.1 ms
[2021-05-18 00:35:31 main:574] : INFO : Epoch 1692 | loss: 0.0311213 | val_loss: 0.0311595 | Time: 9230.39 ms
[2021-05-18 00:35:41 main:574] : INFO : Epoch 1693 | loss: 0.031122 | val_loss: 0.0311582 | Time: 9291.66 ms
[2021-05-18 00:35:50 main:574] : INFO : Epoch 1694 | loss: 0.0311232 | val_loss: 0.0311562 | Time: 9327.68 ms
[2021-05-18 00:35:59 main:574] : INFO : Epoch 1695 | loss: 0.0311206 | val_loss: 0.0311547 | Time: 9280.15 ms
[2021-05-18 00:36:09 main:574] : INFO : Epoch 1696 | loss: 0.0311193 | val_loss: 0.0311657 | Time: 9328.37 ms
[2021-05-18 00:36:18 main:574] : INFO : Epoch 1697 | loss: 0.0311317 | val_loss: 0.0311704 | Time: 9263.67 ms
[2021-05-18 00:36:27 main:574] : INFO : Epoch 1698 | loss: 0.0311644 | val_loss: 0.031169 | Time: 9337.85 ms
[2021-05-18 00:36:37 main:574] : INFO : Epoch 1699 | loss: 0.0311621 | val_loss: 0.0311672 | Time: 9296.42 ms
[2021-05-18 00:36:46 main:574] : INFO : Epoch 1700 | loss: 0.0311583 | val_loss: 0.0311678 | Time: 9400.29 ms
[2021-05-18 00:36:55 main:574] : INFO : Epoch 1701 | loss: 0.0311565 | val_loss: 0.0311631 | Time: 9263.27 ms
[2021-05-18 00:37:05 main:574] : INFO : Epoch 1702 | loss: 0.0311555 | val_loss: 0.031164 | Time: 9290.98 ms
[2021-05-18 00:37:14 main:574] : INFO : Epoch 1703 | loss: 0.0311539 | val_loss: 0.0311644 | Time: 9275.49 ms
[2021-05-18 00:37:23 main:574] : INFO : Epoch 1704 | loss: 0.0311522 | val_loss: 0.0311613 | Time: 9459.83 ms
[2021-05-18 00:37:33 main:574] : INFO : Epoch 1705 | loss: 0.0311511 | val_loss: 0.0311603 | Time: 9294.51 ms
[2021-05-18 00:37:42 main:574] : INFO : Epoch 1706 | loss: 0.0311501 | val_loss: 0.0311628 | Time: 9313.58 ms
[2021-05-18 00:37:51 main:574] : INFO : Epoch 1707 | loss: 0.03115 | val_loss: 0.0311611 | Time: 9304.97 ms
[2021-05-18 00:38:01 main:574] : INFO : Epoch 1708 | loss: 0.0311492 | val_loss: 0.0311611 | Time: 9233.66 ms
[2021-05-18 00:38:10 main:574] : INFO : Epoch 1709 | loss: 0.0311479 | val_loss: 0.0311607 | Time: 9293.41 ms
[2021-05-18 00:38:19 main:574] : INFO : Epoch 1710 | loss: 0.0311475 | val_loss: 0.0311618 | Time: 9311.11 ms
[2021-05-18 00:38:29 main:574] : INFO : Epoch 1711 | loss: 0.0311471 | val_loss: 0.0311602 | Time: 9259.77 ms
[2021-05-18 00:38:38 main:574] : INFO : Epoch 1712 | loss: 0.0311468 | val_loss: 0.031158 | Time: 9247.95 ms
[2021-05-18 00:38:47 main:574] : INFO : Epoch 1713 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 9274.82 ms
[2021-05-18 00:38:56 main:574] : INFO : Epoch 1714 | loss: 0.0311465 | val_loss: 0.031163 | Time: 9331.91 ms
[2021-05-18 00:39:06 main:574] : INFO : Epoch 1715 | loss: 0.0311455 | val_loss: 0.0311654 | Time: 9400.26 ms
[2021-05-18 00:39:15 main:574] : INFO : Epoch 1716 | loss: 0.0311461 | val_loss: 0.0311638 | Time: 9294.69 ms
[2021-05-18 00:39:25 main:574] : INFO : Epoch 1717 | loss: 0.0311476 | val_loss: 0.0311595 | Time: 9314.27 ms
[2021-05-18 00:39:34 main:574] : INFO : Epoch 1718 | loss: 0.0311454 | val_loss: 0.0311616 | Time: 9375.74 ms
[2021-05-18 00:39:43 main:574] : INFO : Epoch 1719 | loss: 0.031145 | val_loss: 0.0311604 | Time: 9236.1 ms
[2021-05-18 00:39:52 main:574] : INFO : Epoch 1720 | loss: 0.0311446 | val_loss: 0.0311623 | Time: 9308.72 ms
[2021-05-18 00:40:02 main:574] : INFO : Epoch 1721 | loss: 0.0311445 | val_loss: 0.0311633 | Time: 9440.05 ms
[2021-05-18 00:40:11 main:574] : INFO : Epoch 1722 | loss: 0.0311475 | val_loss: 0.0311603 | Time: 9264.98 ms
[2021-05-18 00:40:21 main:574] : INFO : Epoch 1723 | loss: 0.0311472 | val_loss: 0.0311622 | Time: 9287.08 ms
[2021-05-18 00:40:30 main:574] : INFO : Epoch 1724 | loss: 0.0311469 | val_loss: 0.0311574 | Time: 9267.36 ms
[2021-05-18 00:40:39 main:574] : INFO : Epoch 1725 | loss: 0.0311456 | val_loss: 0.0311605 | Time: 9360.6 ms
[2021-05-18 00:40:49 main:574] : INFO : Epoch 1726 | loss: 0.0311471 | val_loss: 0.0311662 | Time: 9267.89 ms
[2021-05-18 00:40:58 main:574] : INFO : Epoch 1727 | loss: 0.0311471 | val_loss: 0.0311671 | Time: 9241.9 ms
[2021-05-18 00:41:07 main:574] : INFO : Epoch 1728 | loss: 0.0311468 | val_loss: 0.0311624 | Time: 9267.22 ms
[2021-05-18 00:41:16 main:574] : INFO : Epoch 1729 | loss: 0.0311436 | val_loss: 0.0311582 | Time: 9303.57 ms
[2021-05-18 00:41:26 main:574] : INFO : Epoch 1730 | loss: 0.0311426 | val_loss: 0.0311678 | Time: 9229.63 ms
[2021-05-18 00:41:35 main:574] : INFO : Epoch 1731 | loss: 0.0311462 | val_loss: 0.0311612 | Time: 9217.54 ms
[2021-05-18 00:41:44 main:574] : INFO : Epoch 1732 | loss: 0.0311435 | val_loss: 0.0311587 | Time: 9357.12 ms
[2021-05-18 00:41:54 main:574] : INFO : Epoch 1733 | loss: 0.0311422 | val_loss: 0.0311632 | Time: 9305.15 ms
[2021-05-18 00:42:03 main:574] : INFO : Epoch 1734 | loss: 0.0311437 | val_loss: 0.0311647 | Time: 9242.45 ms
[2021-05-18 00:42:12 main:574] : INFO : Epoch 1735 | loss: 0.0311446 | val_loss: 0.031161 | Time: 9308.37 ms
[2021-05-18 00:42:22 main:574] : INFO : Epoch 1736 | loss: 0.0311436 | val_loss: 0.031157 | Time: 9280.46 ms
[2021-05-18 00:42:31 main:574] : INFO : Epoch 1737 | loss: 0.0311405 | val_loss: 0.0311562 | Time: 9272.75 ms
[2021-05-18 00:42:40 main:574] : INFO : Epoch 1738 | loss: 0.0311394 | val_loss: 0.0311549 | Time: 9243.78 ms
[2021-05-18 00:42:49 main:574] : INFO : Epoch 1739 | loss: 0.0311416 | val_loss: 0.0311597 | Time: 9372.98 ms
[2021-05-18 00:42:59 main:574] : INFO : Epoch 1740 | loss: 0.0311388 | val_loss: 0.0311588 | Time: 9259.11 ms
[2021-05-18 00:43:08 main:574] : INFO : Epoch 1741 | loss: 0.031138 | val_loss: 0.0311554 | Time: 9283.85 ms
[2021-05-18 00:43:17 main:574] : INFO : Epoch 1742 | loss: 0.0311369 | val_loss: 0.0311568 | Time: 9260.11 ms
[2021-05-18 00:43:27 main:574] : INFO : Epoch 1743 | loss: 0.0311378 | val_loss: 0.0311555 | Time: 9331.77 ms
[2021-05-18 00:43:36 main:574] : INFO : Epoch 1744 | loss: 0.0311362 | val_loss: 0.0311546 | Time: 9246.14 ms
[2021-05-18 00:43:45 main:574] : INFO : Epoch 1745 | loss: 0.0311366 | val_loss: 0.0311554 | Time: 9322.13 ms
[2021-05-18 00:43:55 main:574] : INFO : Epoch 1746 | loss: 0.0311379 | val_loss: 0.031159 | Time: 9344.15 ms
[2021-05-18 00:44:04 main:574] : INFO : Epoch 1747 | loss: 0.031135 | val_loss: 0.0311558 | Time: 9276.96 ms
[2021-05-18 00:44:13 main:574] : INFO : Epoch 1748 | loss: 0.031135 | val_loss: 0.031156 | Time: 9238.99 ms
[2021-05-18 00:44:22 main:574] : INFO : Epoch 1749 | loss: 0.0311354 | val_loss: 0.0311605 | Time: 9290.4 ms
[2021-05-18 00:44:32 main:574] : INFO : Epoch 1750 | loss: 0.0311371 | val_loss: 0.03116 | Time: 9282.24 ms
[2021-05-18 00:44:41 main:574] : INFO : Epoch 1751 | loss: 0.0311366 | val_loss: 0.0311633 | Time: 9265.77 ms
[2021-05-18 00:44:50 main:574] : INFO : Epoch 1752 | loss: 0.0311366 | val_loss: 0.0311578 | Time: 9251.04 ms
[2021-05-18 00:45:00 main:574] : INFO : Epoch 1753 | loss: 0.0311345 | val_loss: 0.0311535 | Time: 9349.71 ms
[2021-05-18 00:45:09 main:574] : INFO : Epoch 1754 | loss: 0.0311348 | val_loss: 0.0311625 | Time: 9342.79 ms
[2021-05-18 00:45:18 main:574] : INFO : Epoch 1755 | loss: 0.0311364 | val_loss: 0.0311546 | Time: 9372.39 ms
[2021-05-18 00:45:28 main:574] : INFO : Epoch 1756 | loss: 0.0311348 | val_loss: 0.0311553 | Time: 9401.8 ms
[2021-05-18 00:45:37 main:574] : INFO : Epoch 1757 | loss: 0.0311362 | val_loss: 0.031157 | Time: 9190.65 ms
[2021-05-18 00:45:46 main:574] : INFO : Epoch 1758 | loss: 0.0311349 | val_loss: 0.031154 | Time: 9234.71 ms
[2021-05-18 00:45:56 main:574] : INFO : Epoch 1759 | loss: 0.031133 | val_loss: 0.0311517 | Time: 9297.93 ms
[2021-05-18 00:46:05 main:574] : INFO : Epoch 1760 | loss: 0.0311339 | val_loss: 0.0311518 | Time: 9258.96 ms
[2021-05-18 00:46:14 main:574] : INFO : Epoch 1761 | loss: 0.0311334 | val_loss: 0.031153 | Time: 9321.71 ms
[2021-05-18 00:46:24 main:574] : INFO : Epoch 1762 | loss: 0.0311347 | val_loss: 0.0311547 | Time: 9360.75 ms
[2021-05-18 00:46:33 main:574] : INFO : Epoch 1763 | loss: 0.0311343 | val_loss: 0.0311602 | Time: 9290.48 ms
[2021-05-18 00:46:42 main:574] : INFO : Epoch 1764 | loss: 0.0311339 | val_loss: 0.0311522 | Time: 9320.83 ms
[2021-05-18 00:46:52 main:574] : INFO : Epoch 1765 | loss: 0.0311324 | val_loss: 0.0311554 | Time: 9329.1 ms
[2021-05-18 00:47:01 main:574] : INFO : Epoch 1766 | loss: 0.0311349 | val_loss: 0.0311535 | Time: 9294.43 ms
[2021-05-18 00:47:10 main:574] : INFO : Epoch 1767 | loss: 0.031136 | val_loss: 0.0311605 | Time: 9466.37 ms
[2021-05-18 00:47:20 main:574] : INFO : Epoch 1768 | loss: 0.0311339 | val_loss: 0.0311547 | Time: 9486.82 ms
[2021-05-18 00:47:29 main:574] : INFO : Epoch 1769 | loss: 0.0311333 | val_loss: 0.0311512 | Time: 9367.19 ms
[2021-05-18 00:47:39 main:574] : INFO : Epoch 1770 | loss: 0.0311324 | val_loss: 0.0311527 | Time: 9278.24 ms
[2021-05-18 00:47:48 main:574] : INFO : Epoch 1771 | loss: 0.0311329 | val_loss: 0.0311522 | Time: 9244.65 ms
[2021-05-18 00:47:57 main:574] : INFO : Epoch 1772 | loss: 0.0311337 | val_loss: 0.0311511 | Time: 9285.3 ms
[2021-05-18 00:48:06 main:574] : INFO : Epoch 1773 | loss: 0.0311395 | val_loss: 0.0311558 | Time: 9250.96 ms
[2021-05-18 00:48:16 main:574] : INFO : Epoch 1774 | loss: 0.0311406 | val_loss: 0.0311608 | Time: 9262.23 ms
[2021-05-18 00:48:25 main:574] : INFO : Epoch 1775 | loss: 0.0311419 | val_loss: 0.031154 | Time: 9293.17 ms
[2021-05-18 00:48:34 main:574] : INFO : Epoch 1776 | loss: 0.0311398 | val_loss: 0.0311535 | Time: 9213.99 ms
[2021-05-18 00:48:44 main:574] : INFO : Epoch 1777 | loss: 0.0311347 | val_loss: 0.0311497 | Time: 9294.64 ms
[2021-05-18 00:48:53 main:574] : INFO : Epoch 1778 | loss: 0.0311352 | val_loss: 0.0311497 | Time: 9256.11 ms
[2021-05-18 00:49:02 main:574] : INFO : Epoch 1779 | loss: 0.0311333 | val_loss: 0.0311515 | Time: 9255.68 ms
[2021-05-18 00:49:11 main:574] : INFO : Epoch 1780 | loss: 0.031134 | val_loss: 0.0311531 | Time: 9301.6 ms
[2021-05-18 00:49:21 main:574] : INFO : Epoch 1781 | loss: 0.0311333 | val_loss: 0.0311524 | Time: 9313.95 ms
[2021-05-18 00:49:30 main:574] : INFO : Epoch 1782 | loss: 0.0311321 | val_loss: 0.0311519 | Time: 9207.52 ms
[2021-05-18 00:49:39 main:574] : INFO : Epoch 1783 | loss: 0.0311331 | val_loss: 0.0311561 | Time: 9333.98 ms
[2021-05-18 00:49:49 main:574] : INFO : Epoch 1784 | loss: 0.0311319 | val_loss: 0.0311503 | Time: 9265.92 ms
[2021-05-18 00:49:58 main:574] : INFO : Epoch 1785 | loss: 0.0311331 | val_loss: 0.0311534 | Time: 9300.04 ms
[2021-05-18 00:50:08 main:574] : INFO : Epoch 1786 | loss: 0.0311323 | val_loss: 0.0311527 | Time: 9578.49 ms
[2021-05-18 00:50:17 main:574] : INFO : Epoch 1787 | loss: 0.0311313 | val_loss: 0.0311515 | Time: 9336.31 ms
[2021-05-18 00:50:26 main:574] : INFO : Epoch 1788 | loss: 0.0311315 | val_loss: 0.031156 | Time: 9395.35 ms
[2021-05-18 00:50:36 main:574] : INFO : Epoch 1789 | loss: 0.0311385 | val_loss: 0.0311543 | Time: 9389.78 ms
[2021-05-18 00:50:45 main:574] : INFO : Epoch 1790 | loss: 0.0311369 | val_loss: 0.0311539 | Time: 9434.52 ms
[2021-05-18 00:50:55 main:574] : INFO : Epoch 1791 | loss: 0.0311348 | val_loss: 0.031157 | Time: 9403.16 ms
[2021-05-18 00:51:04 main:574] : INFO : Epoch 1792 | loss: 0.0311349 | val_loss: 0.0311588 | Time: 9367.57 ms
[2021-05-18 00:51:13 main:574] : INFO : Epoch 1793 | loss: 0.0311334 | val_loss: 0.0311547 | Time: 9373.21 ms
[2021-05-18 00:51:23 main:574] : INFO : Epoch 1794 | loss: 0.0311348 | val_loss: 0.0311532 | Time: 9391.89 ms
[2021-05-18 00:51:32 main:574] : INFO : Epoch 1795 | loss: 0.0311343 | val_loss: 0.0311534 | Time: 9313.08 ms
[2021-05-18 00:51:42 main:574] : INFO : Epoch 1796 | loss: 0.0311335 | val_loss: 0.0311547 | Time: 9418.46 ms
[2021-05-18 00:51:51 main:574] : INFO : Epoch 1797 | loss: 0.031132 | val_loss: 0.0311514 | Time: 9378.47 ms
[2021-05-18 00:52:00 main:574] : INFO : Epoch 1798 | loss: 0.0311309 | val_loss: 0.031152 | Time: 9472.97 ms
[2021-05-18 00:52:10 main:574] : INFO : Epoch 1799 | loss: 0.03113 | val_loss: 0.031155 | Time: 9421.92 ms
[2021-05-18 00:52:19 main:574] : INFO : Epoch 1800 | loss: 0.0311313 | val_loss: 0.0311558 | Time: 9442.78 ms
[2021-05-18 00:52:29 main:574] : INFO : Epoch 1801 | loss: 0.0311308 | val_loss: 0.0311547 | Time: 9467.46 ms
[2021-05-18 00:52:38 main:574] : INFO : Epoch 1802 | loss: 0.0311281 | val_loss: 0.0311559 | Time: 9450.59 ms
[2021-05-18 00:52:48 main:574] : INFO : Epoch 1803 | loss: 0.0311296 | val_loss: 0.0311583 | Time: 9381.9 ms
[2021-05-18 00:52:57 main:574] : INFO : Epoch 1804 | loss: 0.0311297 | val_loss: 0.0311565 | Time: 9419.15 ms
[2021-05-18 00:53:07 main:574] : INFO : Epoch 1805 | loss: 0.0311285 | val_loss: 0.0311573 | Time: 9466.62 ms
[2021-05-18 00:53:16 main:574] : INFO : Epoch 1806 | loss: 0.0311279 | val_loss: 0.0311571 | Time: 9540.07 ms
[2021-05-18 00:53:26 main:574] : INFO : Epoch 1807 | loss: 0.031127 | val_loss: 0.031158 | Time: 9716.77 ms
[2021-05-18 00:53:36 main:574] : INFO : Epoch 1808 | loss: 0.0311271 | val_loss: 0.0311522 | Time: 9520.33 ms
[2021-05-18 00:53:45 main:574] : INFO : Epoch 1809 | loss: 0.0311289 | val_loss: 0.0311572 | Time: 9261.89 ms
[2021-05-18 00:53:54 main:574] : INFO : Epoch 1810 | loss: 0.0311425 | val_loss: 0.0311641 | Time: 9283.18 ms
[2021-05-18 00:54:03 main:574] : INFO : Epoch 1811 | loss: 0.0311401 | val_loss: 0.0311557 | Time: 9307 ms
[2021-05-18 00:54:13 main:574] : INFO : Epoch 1812 | loss: 0.0311364 | val_loss: 0.0311555 | Time: 9317.31 ms
[2021-05-18 00:54:22 main:574] : INFO : Epoch 1813 | loss: 0.0311346 | val_loss: 0.0311492 | Time: 9329.64 ms
[2021-05-18 00:54:31 main:574] : INFO : Epoch 1814 | loss: 0.0311328 | val_loss: 0.0311514 | Time: 9248.82 ms
[2021-05-18 00:54:41 main:574] : INFO : Epoch 1815 | loss: 0.0311339 | val_loss: 0.0311498 | Time: 9252.81 ms
[2021-05-18 00:54:50 main:574] : INFO : Epoch 1816 | loss: 0.0311336 | val_loss: 0.0311499 | Time: 9249.16 ms
[2021-05-18 00:54:59 main:574] : INFO : Epoch 1817 | loss: 0.0311333 | val_loss: 0.0311529 | Time: 9300.49 ms
[2021-05-18 00:55:09 main:574] : INFO : Epoch 1818 | loss: 0.0311332 | val_loss: 0.031155 | Time: 9306.8 ms
[2021-05-18 00:55:18 main:574] : INFO : Epoch 1819 | loss: 0.0311309 | val_loss: 0.0311521 | Time: 9342.38 ms
[2021-05-18 00:55:27 main:574] : INFO : Epoch 1820 | loss: 0.0311306 | val_loss: 0.0311511 | Time: 9451.49 ms
[2021-05-18 00:55:37 main:574] : INFO : Epoch 1821 | loss: 0.0311306 | val_loss: 0.0311527 | Time: 9309.18 ms
[2021-05-18 00:55:46 main:574] : INFO : Epoch 1822 | loss: 0.0311309 | val_loss: 0.0311594 | Time: 9338.37 ms
[2021-05-18 00:55:55 main:574] : INFO : Epoch 1823 | loss: 0.0311319 | val_loss: 0.0311528 | Time: 9293.04 ms
[2021-05-18 00:56:05 main:574] : INFO : Epoch 1824 | loss: 0.0311306 | val_loss: 0.0311524 | Time: 9355.02 ms
[2021-05-18 00:56:14 main:574] : INFO : Epoch 1825 | loss: 0.0311295 | val_loss: 0.0311526 | Time: 9224.83 ms
[2021-05-18 00:56:23 main:574] : INFO : Epoch 1826 | loss: 0.0311293 | val_loss: 0.0311614 | Time: 9260.2 ms
[2021-05-18 00:56:32 main:574] : INFO : Epoch 1827 | loss: 0.0311293 | val_loss: 0.0311611 | Time: 9248.54 ms
[2021-05-18 00:56:42 main:574] : INFO : Epoch 1828 | loss: 0.0311297 | val_loss: 0.0311541 | Time: 9260.28 ms
[2021-05-18 00:56:51 main:574] : INFO : Epoch 1829 | loss: 0.0311326 | val_loss: 0.0311529 | Time: 9303.41 ms
[2021-05-18 00:57:00 main:574] : INFO : Epoch 1830 | loss: 0.0311312 | val_loss: 0.031156 | Time: 9281.86 ms
[2021-05-18 00:57:10 main:574] : INFO : Epoch 1831 | loss: 0.0311307 | val_loss: 0.0311617 | Time: 9305.82 ms
[2021-05-18 00:57:19 main:574] : INFO : Epoch 1832 | loss: 0.0311335 | val_loss: 0.0311572 | Time: 9289.17 ms
[2021-05-18 00:57:28 main:574] : INFO : Epoch 1833 | loss: 0.0311313 | val_loss: 0.0311553 | Time: 9425.64 ms
[2021-05-18 00:57:38 main:574] : INFO : Epoch 1834 | loss: 0.0311309 | val_loss: 0.0311531 | Time: 9260.03 ms
[2021-05-18 00:57:47 main:574] : INFO : Epoch 1835 | loss: 0.0311314 | val_loss: 0.0311536 | Time: 9238.45 ms
[2021-05-18 00:57:56 main:574] : INFO : Epoch 1836 | loss: 0.0311307 | val_loss: 0.0311606 | Time: 9340.53 ms
[2021-05-18 00:58:06 main:574] : INFO : Epoch 1837 | loss: 0.0311324 | val_loss: 0.0311573 | Time: 9281.78 ms
[2021-05-18 00:58:15 main:574] : INFO : Epoch 1838 | loss: 0.0311314 | val_loss: 0.0311551 | Time: 9298.79 ms
[2021-05-18 00:58:24 main:574] : INFO : Epoch 1839 | loss: 0.0311295 | val_loss: 0.0311539 | Time: 9273.76 ms
[2021-05-18 00:58:34 main:574] : INFO : Epoch 1840 | loss: 0.0311284 | val_loss: 0.0311538 | Time: 9315.92 ms
[2021-05-18 00:58:43 main:574] : INFO : Epoch 1841 | loss: 0.0311311 | val_loss: 0.0311565 | Time: 9303.67 ms
[2021-05-18 00:58:52 main:574] : INFO : Epoch 1842 | loss: 0.0311322 | val_loss: 0.0311564 | Time: 9330.65 ms
[2021-05-18 00:59:02 main:574] : INFO : Epoch 1843 | loss: 0.0311309 | val_loss: 0.0311572 | Time: 9309.73 ms
[2021-05-18 00:59:11 main:574] : INFO : Epoch 1844 | loss: 0.0311297 | val_loss: 0.0311566 | Time: 9274.38 ms
[2021-05-18 00:59:20 main:574] : INFO : Epoch 1845 | loss: 0.0311282 | val_loss: 0.0311533 | Time: 9296.03 ms
[2021-05-18 00:59:29 main:574] : INFO : Epoch 1846 | loss: 0.0311267 | val_loss: 0.0311544 | Time: 9319.15 ms
[2021-05-18 00:59:39 main:574] : INFO : Epoch 1847 | loss: 0.0311265 | val_loss: 0.0311576 | Time: 9287.6 ms
[2021-05-18 00:59:48 main:574] : INFO : Epoch 1848 | loss: 0.031129 | val_loss: 0.0311548 | Time: 9296.54 ms
[2021-05-18 00:59:57 main:574] : INFO : Epoch 1849 | loss: 0.0311349 | val_loss: 0.0311527 | Time: 9278.64 ms
[2021-05-18 01:00:07 main:574] : INFO : Epoch 1850 | loss: 0.0311331 | val_loss: 0.0311569 | Time: 9212.32 ms
[2021-05-18 01:00:16 main:574] : INFO : Epoch 1851 | loss: 0.0311307 | val_loss: 0.0311509 | Time: 9299.58 ms
[2021-05-18 01:00:25 main:574] : INFO : Epoch 1852 | loss: 0.0311317 | val_loss: 0.0311532 | Time: 9330.24 ms
[2021-05-18 01:00:35 main:574] : INFO : Epoch 1853 | loss: 0.0311314 | val_loss: 0.031156 | Time: 9267.43 ms
[2021-05-18 01:00:44 main:574] : INFO : Epoch 1854 | loss: 0.0311322 | val_loss: 0.0311532 | Time: 9305.34 ms
[2021-05-18 01:00:53 main:574] : INFO : Epoch 1855 | loss: 0.0311318 | val_loss: 0.0311528 | Time: 9257.54 ms
[2021-05-18 01:01:03 main:574] : INFO : Epoch 1856 | loss: 0.0311302 | val_loss: 0.031157 | Time: 9385.13 ms
[2021-05-18 01:01:12 main:574] : INFO : Epoch 1857 | loss: 0.0311295 | val_loss: 0.0311529 | Time: 9240.93 ms
[2021-05-18 01:01:21 main:574] : INFO : Epoch 1858 | loss: 0.0311287 | val_loss: 0.0311583 | Time: 9280.28 ms
[2021-05-18 01:01:30 main:574] : INFO : Epoch 1859 | loss: 0.031128 | val_loss: 0.0311534 | Time: 9196.55 ms
[2021-05-18 01:01:40 main:574] : INFO : Epoch 1860 | loss: 0.0311294 | val_loss: 0.0311576 | Time: 9294.67 ms
[2021-05-18 01:01:49 main:574] : INFO : Epoch 1861 | loss: 0.031129 | val_loss: 0.0311518 | Time: 9370.34 ms
[2021-05-18 01:01:58 main:574] : INFO : Epoch 1862 | loss: 0.0311276 | val_loss: 0.0311568 | Time: 9326.05 ms
[2021-05-18 01:02:08 main:574] : INFO : Epoch 1863 | loss: 0.0311275 | val_loss: 0.0311594 | Time: 9314.32 ms
[2021-05-18 01:02:17 main:574] : INFO : Epoch 1864 | loss: 0.0311276 | val_loss: 0.0311556 | Time: 9348.55 ms
[2021-05-18 01:02:26 main:574] : INFO : Epoch 1865 | loss: 0.0311274 | val_loss: 0.0311561 | Time: 9283.72 ms
[2021-05-18 01:02:36 main:574] : INFO : Epoch 1866 | loss: 0.0311306 | val_loss: 0.0311544 | Time: 9290.07 ms
[2021-05-18 01:02:45 main:574] : INFO : Epoch 1867 | loss: 0.0311307 | val_loss: 0.0311554 | Time: 9307.1 ms
[2021-05-18 01:02:54 main:574] : INFO : Epoch 1868 | loss: 0.0311297 | val_loss: 0.031156 | Time: 9260.72 ms
[2021-05-18 01:03:04 main:574] : INFO : Epoch 1869 | loss: 0.0311348 | val_loss: 0.0311629 | Time: 9246.12 ms
[2021-05-18 01:03:13 main:574] : INFO : Epoch 1870 | loss: 0.0311332 | val_loss: 0.0311581 | Time: 9300.44 ms
[2021-05-18 01:03:22 main:574] : INFO : Epoch 1871 | loss: 0.0311326 | val_loss: 0.031157 | Time: 9319.77 ms
[2021-05-18 01:03:31 main:574] : INFO : Epoch 1872 | loss: 0.031135 | val_loss: 0.0311592 | Time: 9209.32 ms
[2021-05-18 01:03:41 main:574] : INFO : Epoch 1873 | loss: 0.0311379 | val_loss: 0.0311675 | Time: 9334.76 ms
[2021-05-18 01:03:50 main:574] : INFO : Epoch 1874 | loss: 0.0311382 | val_loss: 0.0311636 | Time: 9376.92 ms
[2021-05-18 01:03:59 main:574] : INFO : Epoch 1875 | loss: 0.0311332 | val_loss: 0.0311615 | Time: 9319.04 ms
[2021-05-18 01:04:09 main:574] : INFO : Epoch 1876 | loss: 0.0311318 | val_loss: 0.0311584 | Time: 9327.28 ms
[2021-05-18 01:04:18 main:574] : INFO : Epoch 1877 | loss: 0.0311304 | val_loss: 0.0311562 | Time: 9346.11 ms
[2021-05-18 01:04:27 main:574] : INFO : Epoch 1878 | loss: 0.0311294 | val_loss: 0.0311599 | Time: 9263.25 ms
[2021-05-18 01:04:37 main:574] : INFO : Epoch 1879 | loss: 0.0311307 | val_loss: 0.0311624 | Time: 9318.51 ms
[2021-05-18 01:04:46 main:574] : INFO : Epoch 1880 | loss: 0.0311286 | val_loss: 0.0311553 | Time: 9239.68 ms
[2021-05-18 01:04:55 main:574] : INFO : Epoch 1881 | loss: 0.0311285 | val_loss: 0.0311537 | Time: 9329.7 ms
[2021-05-18 01:05:05 main:574] : INFO : Epoch 1882 | loss: 0.0311363 | val_loss: 0.0311546 | Time: 9302.79 ms
[2021-05-18 01:05:14 main:574] : INFO : Epoch 1883 | loss: 0.031131 | val_loss: 0.0311505 | Time: 9361.25 ms
[2021-05-18 01:05:23 main:574] : INFO : Epoch 1884 | loss: 0.0311276 | val_loss: 0.0311502 | Time: 9289.58 ms
[2021-05-18 01:05:33 main:574] : INFO : Epoch 1885 | loss: 0.031127 | val_loss: 0.03115 | Time: 9382.88 ms
[2021-05-18 01:05:42 main:574] : INFO : Epoch 1886 | loss: 0.0311263 | val_loss: 0.0311521 | Time: 9271.04 ms
[2021-05-18 01:05:51 main:574] : INFO : Epoch 1887 | loss: 0.0311265 | val_loss: 0.0311559 | Time: 9301.85 ms
[2021-05-18 01:06:01 main:574] : INFO : Epoch 1888 | loss: 0.0311254 | val_loss: 0.0311532 | Time: 9336.64 ms
[2021-05-18 01:06:10 main:574] : INFO : Epoch 1889 | loss: 0.0311255 | val_loss: 0.031155 | Time: 9316.67 ms
[2021-05-18 01:06:19 main:574] : INFO : Epoch 1890 | loss: 0.0311252 | val_loss: 0.0311545 | Time: 9273.23 ms
[2021-05-18 01:06:29 main:574] : INFO : Epoch 1891 | loss: 0.0311268 | val_loss: 0.0311562 | Time: 9300.54 ms
[2021-05-18 01:06:38 main:574] : INFO : Epoch 1892 | loss: 0.0311369 | val_loss: 0.0311549 | Time: 9243.84 ms
[2021-05-18 01:06:47 main:574] : INFO : Epoch 1893 | loss: 0.0311415 | val_loss: 0.0311529 | Time: 9312.6 ms
[2021-05-18 01:06:57 main:574] : INFO : Epoch 1894 | loss: 0.0311363 | val_loss: 0.0311529 | Time: 9351.84 ms
[2021-05-18 01:07:06 main:574] : INFO : Epoch 1895 | loss: 0.0311346 | val_loss: 0.0311544 | Time: 9332.82 ms
[2021-05-18 01:07:15 main:574] : INFO : Epoch 1896 | loss: 0.0311364 | val_loss: 0.0311524 | Time: 9312.2 ms
[2021-05-18 01:07:25 main:574] : INFO : Epoch 1897 | loss: 0.0311399 | val_loss: 0.0311515 | Time: 9286.01 ms
[2021-05-18 01:07:34 main:574] : INFO : Epoch 1898 | loss: 0.0311366 | val_loss: 0.031152 | Time: 9413.84 ms
[2021-05-18 01:07:43 main:574] : INFO : Epoch 1899 | loss: 0.0311341 | val_loss: 0.0311505 | Time: 9266.25 ms
[2021-05-18 01:07:53 main:574] : INFO : Epoch 1900 | loss: 0.0311329 | val_loss: 0.0311511 | Time: 9275.27 ms
[2021-05-18 01:08:02 main:574] : INFO : Epoch 1901 | loss: 0.0311335 | val_loss: 0.031155 | Time: 9335.98 ms
[2021-05-18 01:08:11 main:574] : INFO : Epoch 1902 | loss: 0.0311342 | val_loss: 0.0311489 | Time: 9344.18 ms
[2021-05-18 01:08:21 main:574] : INFO : Epoch 1903 | loss: 0.0311353 | val_loss: 0.0311516 | Time: 9314.9 ms
[2021-05-18 01:08:30 main:574] : INFO : Epoch 1904 | loss: 0.0311328 | val_loss: 0.0311544 | Time: 9356.31 ms
[2021-05-18 01:08:39 main:574] : INFO : Epoch 1905 | loss: 0.0311312 | val_loss: 0.0311517 | Time: 9286.6 ms
[2021-05-18 01:08:49 main:574] : INFO : Epoch 1906 | loss: 0.0311297 | val_loss: 0.0311479 | Time: 9296.67 ms
[2021-05-18 01:08:58 main:574] : INFO : Epoch 1907 | loss: 0.0311293 | val_loss: 0.0311509 | Time: 9270.49 ms
[2021-05-18 01:09:07 main:574] : INFO : Epoch 1908 | loss: 0.03113 | val_loss: 0.031153 | Time: 9326.57 ms
[2021-05-18 01:09:17 main:574] : INFO : Epoch 1909 | loss: 0.031131 | val_loss: 0.0311493 | Time: 9257.45 ms
[2021-05-18 01:09:26 main:574] : INFO : Epoch 1910 | loss: 0.0311287 | val_loss: 0.0311513 | Time: 9333.74 ms
[2021-05-18 01:09:35 main:574] : INFO : Epoch 1911 | loss: 0.0311299 | val_loss: 0.031156 | Time: 9330.13 ms
[2021-05-18 01:09:44 main:574] : INFO : Epoch 1912 | loss: 0.0311289 | val_loss: 0.0311526 | Time: 9248.99 ms
[2021-05-18 01:09:54 main:574] : INFO : Epoch 1913 | loss: 0.0311283 | val_loss: 0.0311531 | Time: 9331.15 ms
[2021-05-18 01:10:03 main:574] : INFO : Epoch 1914 | loss: 0.0311278 | val_loss: 0.0311545 | Time: 9305.38 ms
[2021-05-18 01:10:12 main:574] : INFO : Epoch 1915 | loss: 0.031129 | val_loss: 0.031156 | Time: 9250.41 ms
[2021-05-18 01:10:22 main:574] : INFO : Epoch 1916 | loss: 0.0311294 | val_loss: 0.0311523 | Time: 9276.18 ms
[2021-05-18 01:10:31 main:574] : INFO : Epoch 1917 | loss: 0.0311282 | val_loss: 0.0311507 | Time: 9417.58 ms
[2021-05-18 01:10:40 main:574] : INFO : Epoch 1918 | loss: 0.0311272 | val_loss: 0.031155 | Time: 9313.14 ms
[2021-05-18 01:10:50 main:574] : INFO : Epoch 1919 | loss: 0.0311264 | val_loss: 0.0311528 | Time: 9321.7 ms
[2021-05-18 01:10:59 main:574] : INFO : Epoch 1920 | loss: 0.0311251 | val_loss: 0.0311521 | Time: 9268.4 ms
[2021-05-18 01:11:08 main:574] : INFO : Epoch 1921 | loss: 0.031125 | val_loss: 0.0311535 | Time: 9267.98 ms
[2021-05-18 01:11:18 main:574] : INFO : Epoch 1922 | loss: 0.0311262 | val_loss: 0.0311522 | Time: 9300.66 ms
[2021-05-18 01:11:27 main:574] : INFO : Epoch 1923 | loss: 0.0311266 | val_loss: 0.0311526 | Time: 9273.09 ms
[2021-05-18 01:11:36 main:574] : INFO : Epoch 1924 | loss: 0.0311484 | val_loss: 0.0311614 | Time: 9258.24 ms
[2021-05-18 01:11:45 main:574] : INFO : Epoch 1925 | loss: 0.0311465 | val_loss: 0.0311602 | Time: 9243.58 ms
[2021-05-18 01:11:55 main:574] : INFO : Epoch 1926 | loss: 0.031144 | val_loss: 0.0311579 | Time: 9352.2 ms
[2021-05-18 01:12:04 main:574] : INFO : Epoch 1927 | loss: 0.0311385 | val_loss: 0.031154 | Time: 9292.66 ms
[2021-05-18 01:12:13 main:574] : INFO : Epoch 1928 | loss: 0.0311334 | val_loss: 0.0311527 | Time: 9311.4 ms
[2021-05-18 01:12:23 main:574] : INFO : Epoch 1929 | loss: 0.031132 | val_loss: 0.031151 | Time: 9333.48 ms
[2021-05-18 01:12:32 main:574] : INFO : Epoch 1930 | loss: 0.0311311 | val_loss: 0.0311519 | Time: 9331.3 ms
[2021-05-18 01:12:41 main:574] : INFO : Epoch 1931 | loss: 0.0311307 | val_loss: 0.0311504 | Time: 9294.92 ms
[2021-05-18 01:12:51 main:574] : INFO : Epoch 1932 | loss: 0.0311321 | val_loss: 0.031162 | Time: 9662 ms
[2021-05-18 01:13:01 main:574] : INFO : Epoch 1933 | loss: 0.0311301 | val_loss: 0.0311521 | Time: 9359.41 ms
[2021-05-18 01:13:10 main:574] : INFO : Epoch 1934 | loss: 0.0311288 | val_loss: 0.0311561 | Time: 9228.96 ms
[2021-05-18 01:13:19 main:574] : INFO : Epoch 1935 | loss: 0.0311282 | val_loss: 0.031154 | Time: 9310.91 ms
[2021-05-18 01:13:28 main:574] : INFO : Epoch 1936 | loss: 0.031127 | val_loss: 0.0311542 | Time: 9290.26 ms
[2021-05-18 01:13:38 main:574] : INFO : Epoch 1937 | loss: 0.0311279 | val_loss: 0.0311507 | Time: 9380.18 ms
[2021-05-18 01:13:48 main:574] : INFO : Epoch 1938 | loss: 0.0311291 | val_loss: 0.0311506 | Time: 9796.38 ms
[2021-05-18 01:13:58 main:574] : INFO : Epoch 1939 | loss: 0.0311274 | val_loss: 0.0311539 | Time: 10140 ms
[2021-05-18 01:14:08 main:574] : INFO : Epoch 1940 | loss: 0.0311282 | val_loss: 0.0311506 | Time: 9836.37 ms
[2021-05-18 01:14:17 main:574] : INFO : Epoch 1941 | loss: 0.0311271 | val_loss: 0.0311524 | Time: 9617.33 ms
[2021-05-18 01:14:27 main:574] : INFO : Epoch 1942 | loss: 0.0311325 | val_loss: 0.0311632 | Time: 9901.11 ms
[2021-05-18 01:14:37 main:574] : INFO : Epoch 1943 | loss: 0.0311358 | val_loss: 0.0311572 | Time: 9733.69 ms
[2021-05-18 01:14:47 main:574] : INFO : Epoch 1944 | loss: 0.0311346 | val_loss: 0.0311513 | Time: 9897.87 ms
[2021-05-18 01:14:57 main:574] : INFO : Epoch 1945 | loss: 0.0311363 | val_loss: 0.0311523 | Time: 9737.46 ms
[2021-05-18 01:15:06 main:574] : INFO : Epoch 1946 | loss: 0.0311388 | val_loss: 0.0311661 | Time: 9806.42 ms
[2021-05-18 01:15:16 main:574] : INFO : Epoch 1947 | loss: 0.0311332 | val_loss: 0.0311527 | Time: 9985.36 ms
[2021-05-18 01:15:26 main:574] : INFO : Epoch 1948 | loss: 0.0311277 | val_loss: 0.0311518 | Time: 9971.39 ms
[2021-05-18 01:15:36 main:574] : INFO : Epoch 1949 | loss: 0.0311263 | val_loss: 0.0311518 | Time: 9567.78 ms
[2021-05-18 01:15:46 main:574] : INFO : Epoch 1950 | loss: 0.0311259 | val_loss: 0.0311549 | Time: 9965.95 ms
[2021-05-18 01:15:55 main:574] : INFO : Epoch 1951 | loss: 0.0311251 | val_loss: 0.0311524 | Time: 9616.95 ms
[2021-05-18 01:16:05 main:574] : INFO : Epoch 1952 | loss: 0.0311248 | val_loss: 0.0311543 | Time: 9626.25 ms
[2021-05-18 01:16:14 main:574] : INFO : Epoch 1953 | loss: 0.0311275 | val_loss: 0.0311525 | Time: 9296.29 ms
[2021-05-18 01:16:24 main:574] : INFO : Epoch 1954 | loss: 0.0311305 | val_loss: 0.0311557 | Time: 9323.97 ms
[2021-05-18 01:16:33 main:574] : INFO : Epoch 1955 | loss: 0.0311276 | val_loss: 0.0311516 | Time: 9309.19 ms
[2021-05-18 01:16:42 main:574] : INFO : Epoch 1956 | loss: 0.0311285 | val_loss: 0.0311587 | Time: 9339.52 ms
[2021-05-18 01:16:52 main:574] : INFO : Epoch 1957 | loss: 0.0311259 | val_loss: 0.0311528 | Time: 9417.32 ms
[2021-05-18 01:17:01 main:574] : INFO : Epoch 1958 | loss: 0.0311254 | val_loss: 0.031158 | Time: 9408.59 ms
[2021-05-18 01:17:11 main:574] : INFO : Epoch 1959 | loss: 0.0311279 | val_loss: 0.0311612 | Time: 9339 ms
[2021-05-18 01:17:20 main:574] : INFO : Epoch 1960 | loss: 0.0311335 | val_loss: 0.0311689 | Time: 9304.88 ms
[2021-05-18 01:17:29 main:574] : INFO : Epoch 1961 | loss: 0.0311424 | val_loss: 0.0311628 | Time: 9345.5 ms
[2021-05-18 01:17:39 main:574] : INFO : Epoch 1962 | loss: 0.0311371 | val_loss: 0.0311562 | Time: 9486.39 ms
[2021-05-18 01:17:48 main:574] : INFO : Epoch 1963 | loss: 0.0311341 | val_loss: 0.0311628 | Time: 9358.52 ms
[2021-05-18 01:17:58 main:574] : INFO : Epoch 1964 | loss: 0.0311339 | val_loss: 0.031162 | Time: 9443.81 ms
[2021-05-18 01:18:07 main:574] : INFO : Epoch 1965 | loss: 0.0311366 | val_loss: 0.0311611 | Time: 9420.28 ms
[2021-05-18 01:18:16 main:574] : INFO : Epoch 1966 | loss: 0.0311372 | val_loss: 0.031165 | Time: 9346.11 ms
[2021-05-18 01:18:26 main:574] : INFO : Epoch 1967 | loss: 0.0311336 | val_loss: 0.0311614 | Time: 9411.17 ms
[2021-05-18 01:18:35 main:574] : INFO : Epoch 1968 | loss: 0.031132 | val_loss: 0.0311614 | Time: 9343.05 ms
[2021-05-18 01:18:45 main:574] : INFO : Epoch 1969 | loss: 0.0311316 | val_loss: 0.0311585 | Time: 9349.59 ms
[2021-05-18 01:18:54 main:574] : INFO : Epoch 1970 | loss: 0.0311301 | val_loss: 0.0311574 | Time: 9416.46 ms
[2021-05-18 01:19:04 main:574] : INFO : Epoch 1971 | loss: 0.0311291 | val_loss: 0.0311574 | Time: 10273.7 ms
[2021-05-18 01:19:15 main:574] : INFO : Epoch 1972 | loss: 0.031131 | val_loss: 0.0311539 | Time: 10648.7 ms
[2021-05-18 01:19:25 main:574] : INFO : Epoch 1973 | loss: 0.0311272 | val_loss: 0.0311584 | Time: 9723.82 ms
[2021-05-18 01:19:35 main:574] : INFO : Epoch 1974 | loss: 0.0311287 | val_loss: 0.0311569 | Time: 9879.19 ms
[2021-05-18 01:19:44 main:574] : INFO : Epoch 1975 | loss: 0.0311319 | val_loss: 0.03116 | Time: 9679.03 ms
[2021-05-18 01:19:54 main:574] : INFO : Epoch 1976 | loss: 0.0311318 | val_loss: 0.0311519 | Time: 9350.81 ms
[2021-05-18 01:20:03 main:574] : INFO : Epoch 1977 | loss: 0.0311304 | val_loss: 0.031152 | Time: 9264.53 ms
[2021-05-18 01:20:12 main:574] : INFO : Epoch 1978 | loss: 0.0311297 | val_loss: 0.0311556 | Time: 9328.9 ms
[2021-05-18 01:20:22 main:574] : INFO : Epoch 1979 | loss: 0.0311285 | val_loss: 0.0311521 | Time: 9310.58 ms
[2021-05-18 01:20:31 main:574] : INFO : Epoch 1980 | loss: 0.0311283 | val_loss: 0.0311568 | Time: 9272.93 ms
[2021-05-18 01:20:40 main:574] : INFO : Epoch 1981 | loss: 0.0311259 | val_loss: 0.0311502 | Time: 9270.27 ms
[2021-05-18 01:20:50 main:574] : INFO : Epoch 1982 | loss: 0.031126 | val_loss: 0.0311563 | Time: 9228.64 ms
[2021-05-18 01:20:59 main:574] : INFO : Epoch 1983 | loss: 0.0311254 | val_loss: 0.0311553 | Time: 9267.86 ms
[2021-05-18 01:21:08 main:574] : INFO : Epoch 1984 | loss: 0.0311255 | val_loss: 0.0311565 | Time: 9241.22 ms
[2021-05-18 01:21:17 main:574] : INFO : Epoch 1985 | loss: 0.0311251 | val_loss: 0.0311528 | Time: 9305.2 ms
[2021-05-18 01:21:27 main:574] : INFO : Epoch 1986 | loss: 0.0311239 | val_loss: 0.0311528 | Time: 9290.69 ms
[2021-05-18 01:21:36 main:574] : INFO : Epoch 1987 | loss: 0.0311245 | val_loss: 0.0311524 | Time: 9365.61 ms
[2021-05-18 01:21:46 main:574] : INFO : Epoch 1988 | loss: 0.0311257 | val_loss: 0.0311549 | Time: 9372.6 ms
[2021-05-18 01:21:55 main:574] : INFO : Epoch 1989 | loss: 0.0311246 | val_loss: 0.0311536 | Time: 9276.16 ms
[2021-05-18 01:22:04 main:574] : INFO : Epoch 1990 | loss: 0.0311244 | val_loss: 0.0311511 | Time: 9364.58 ms
[2021-05-18 01:22:13 main:574] : INFO : Epoch 1991 | loss: 0.0311251 | val_loss: 0.0311523 | Time: 9282.96 ms
[2021-05-18 01:22:23 main:574] : INFO : Epoch 1992 | loss: 0.0311267 | val_loss: 0.031155 | Time: 9330.79 ms
[2021-05-18 01:22:32 main:574] : INFO : Epoch 1993 | loss: 0.0311272 | val_loss: 0.0311546 | Time: 9346.83 ms
[2021-05-18 01:22:41 main:574] : INFO : Epoch 1994 | loss: 0.0311264 | val_loss: 0.0311524 | Time: 9318.4 ms
[2021-05-18 01:22:51 main:574] : INFO : Epoch 1995 | loss: 0.0311244 | val_loss: 0.0311493 | Time: 9429.71 ms
[2021-05-18 01:23:00 main:574] : INFO : Epoch 1996 | loss: 0.0311236 | val_loss: 0.0311503 | Time: 9358.23 ms
[2021-05-18 01:23:10 main:574] : INFO : Epoch 1997 | loss: 0.0311251 | val_loss: 0.03116 | Time: 9302.48 ms
[2021-05-18 01:23:19 main:574] : INFO : Epoch 1998 | loss: 0.0311249 | val_loss: 0.0311537 | Time: 9341.29 ms
[2021-05-18 01:23:28 main:574] : INFO : Epoch 1999 | loss: 0.0311268 | val_loss: 0.0311497 | Time: 9344.25 ms
[2021-05-18 01:23:38 main:574] : INFO : Epoch 2000 | loss: 0.0311251 | val_loss: 0.0311515 | Time: 9307.42 ms
[2021-05-18 01:23:47 main:574] : INFO : Epoch 2001 | loss: 0.0311236 | val_loss: 0.031153 | Time: 9345.2 ms
[2021-05-18 01:23:56 main:574] : INFO : Epoch 2002 | loss: 0.0311229 | val_loss: 0.0311515 | Time: 9333.81 ms
[2021-05-18 01:24:06 main:574] : INFO : Epoch 2003 | loss: 0.0311269 | val_loss: 0.0311483 | Time: 9384.62 ms
[2021-05-18 01:24:15 main:574] : INFO : Epoch 2004 | loss: 0.0311247 | val_loss: 0.0311547 | Time: 9269.77 ms
[2021-05-18 01:24:24 main:574] : INFO : Epoch 2005 | loss: 0.0311245 | val_loss: 0.0311549 | Time: 9280.23 ms
[2021-05-18 01:24:34 main:574] : INFO : Epoch 2006 | loss: 0.0311235 | val_loss: 0.0311552 | Time: 9299.04 ms
[2021-05-18 01:24:43 main:574] : INFO : Epoch 2007 | loss: 0.0311242 | val_loss: 0.0311531 | Time: 9300.82 ms
[2021-05-18 01:24:52 main:574] : INFO : Epoch 2008 | loss: 0.0311237 | val_loss: 0.0311529 | Time: 9370.28 ms
[2021-05-18 01:25:02 main:574] : INFO : Epoch 2009 | loss: 0.0311258 | val_loss: 0.031156 | Time: 9368.03 ms
[2021-05-18 01:25:11 main:574] : INFO : Epoch 2010 | loss: 0.0311244 | val_loss: 0.0311503 | Time: 9308.49 ms
[2021-05-18 01:25:21 main:574] : INFO : Epoch 2011 | loss: 0.0311279 | val_loss: 0.0311486 | Time: 9382.88 ms
[2021-05-18 01:25:30 main:574] : INFO : Epoch 2012 | loss: 0.0311333 | val_loss: 0.0311541 | Time: 9274.8 ms
[2021-05-18 01:25:39 main:574] : INFO : Epoch 2013 | loss: 0.0311305 | val_loss: 0.0311531 | Time: 9395.11 ms
[2021-05-18 01:25:49 main:574] : INFO : Epoch 2014 | loss: 0.0311283 | val_loss: 0.0311475 | Time: 9329.76 ms
[2021-05-18 01:25:58 main:574] : INFO : Epoch 2015 | loss: 0.0311267 | val_loss: 0.0311458 | Time: 9307.61 ms
[2021-05-18 01:26:07 main:574] : INFO : Epoch 2016 | loss: 0.0311287 | val_loss: 0.0311488 | Time: 9290.61 ms
[2021-05-18 01:26:17 main:574] : INFO : Epoch 2017 | loss: 0.0311274 | val_loss: 0.0311459 | Time: 9293.54 ms
[2021-05-18 01:26:26 main:574] : INFO : Epoch 2018 | loss: 0.0311265 | val_loss: 0.0311466 | Time: 9290.14 ms
[2021-05-18 01:26:35 main:574] : INFO : Epoch 2019 | loss: 0.0311257 | val_loss: 0.0311469 | Time: 9323.02 ms
[2021-05-18 01:26:45 main:574] : INFO : Epoch 2020 | loss: 0.0311278 | val_loss: 0.0311513 | Time: 9360.07 ms
[2021-05-18 01:26:54 main:574] : INFO : Epoch 2021 | loss: 0.0311287 | val_loss: 0.0311535 | Time: 9415.18 ms
[2021-05-18 01:27:03 main:574] : INFO : Epoch 2022 | loss: 0.0311286 | val_loss: 0.0311501 | Time: 9313.74 ms
[2021-05-18 01:27:13 main:574] : INFO : Epoch 2023 | loss: 0.031126 | val_loss: 0.0311493 | Time: 9357.04 ms
[2021-05-18 01:27:22 main:574] : INFO : Epoch 2024 | loss: 0.0311265 | val_loss: 0.0311503 | Time: 9370.96 ms
[2021-05-18 01:27:31 main:574] : INFO : Epoch 2025 | loss: 0.0311254 | val_loss: 0.03115 | Time: 9302.48 ms
[2021-05-18 01:27:41 main:574] : INFO : Epoch 2026 | loss: 0.0311245 | val_loss: 0.0311446 | Time: 9469.32 ms
[2021-05-18 01:27:50 main:574] : INFO : Epoch 2027 | loss: 0.0311247 | val_loss: 0.0311462 | Time: 9301.51 ms
[2021-05-18 01:28:00 main:574] : INFO : Epoch 2028 | loss: 0.0311235 | val_loss: 0.0311479 | Time: 9412.81 ms
[2021-05-18 01:28:09 main:574] : INFO : Epoch 2029 | loss: 0.0311261 | val_loss: 0.031155 | Time: 9246.19 ms
[2021-05-18 01:28:18 main:574] : INFO : Epoch 2030 | loss: 0.0311251 | val_loss: 0.031149 | Time: 9237.4 ms
[2021-05-18 01:28:27 main:574] : INFO : Epoch 2031 | loss: 0.0311265 | val_loss: 0.0311493 | Time: 9292.35 ms
[2021-05-18 01:28:37 main:574] : INFO : Epoch 2032 | loss: 0.0311286 | val_loss: 0.0311492 | Time: 9305.34 ms
[2021-05-18 01:28:46 main:574] : INFO : Epoch 2033 | loss: 0.031128 | val_loss: 0.0311524 | Time: 9294.53 ms
[2021-05-18 01:28:55 main:574] : INFO : Epoch 2034 | loss: 0.0311291 | val_loss: 0.0311521 | Time: 9324.83 ms
[2021-05-18 01:29:05 main:574] : INFO : Epoch 2035 | loss: 0.0311309 | val_loss: 0.0311528 | Time: 9341.72 ms
[2021-05-18 01:29:14 main:574] : INFO : Epoch 2036 | loss: 0.0311252 | val_loss: 0.031151 | Time: 9308.16 ms
[2021-05-18 01:29:24 main:574] : INFO : Epoch 2037 | loss: 0.0311248 | val_loss: 0.0311468 | Time: 9321.89 ms
[2021-05-18 01:29:33 main:574] : INFO : Epoch 2038 | loss: 0.0311244 | val_loss: 0.0311487 | Time: 9310.86 ms
[2021-05-18 01:29:42 main:574] : INFO : Epoch 2039 | loss: 0.0311241 | val_loss: 0.0311528 | Time: 9347.36 ms
[2021-05-18 01:29:52 main:574] : INFO : Epoch 2040 | loss: 0.031125 | val_loss: 0.0311525 | Time: 9332.76 ms
[2021-05-18 01:30:01 main:574] : INFO : Epoch 2041 | loss: 0.0311235 | val_loss: 0.0311539 | Time: 9324.61 ms
[2021-05-18 01:30:10 main:574] : INFO : Epoch 2042 | loss: 0.0311213 | val_loss: 0.0311514 | Time: 9318.43 ms
[2021-05-18 01:30:19 main:574] : INFO : Epoch 2043 | loss: 0.0311224 | val_loss: 0.0311519 | Time: 9216.74 ms
[2021-05-18 01:30:29 main:574] : INFO : Epoch 2044 | loss: 0.0311214 | val_loss: 0.0311538 | Time: 9327.72 ms
[2021-05-18 01:30:38 main:574] : INFO : Epoch 2045 | loss: 0.0311218 | val_loss: 0.031152 | Time: 9323.14 ms
[2021-05-18 01:30:48 main:574] : INFO : Epoch 2046 | loss: 0.0311239 | val_loss: 0.0311661 | Time: 9315.75 ms
[2021-05-18 01:30:57 main:574] : INFO : Epoch 2047 | loss: 0.0311286 | val_loss: 0.0311558 | Time: 9347.38 ms
[2021-05-18 01:31:06 main:574] : INFO : Epoch 2048 | loss: 0.0311268 | val_loss: 0.0311762 | Time: 9331.64 ms
[2021-05-18 01:31:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311762
[2021-05-18 01:31:06 main:603] : INFO : Saving end state to config to file
[2021-05-18 01:31:06 main:608] : INFO : Success, exiting..
01:31:06 (14248): 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)