Task 13053004
| Name | ParityModified-1645997737-23921-1-0_0 |
| Workunit | 10179897 |
| Created | 13 Mar 2022, 16:07:39 UTC |
| Sent | 21 Mar 2022, 13:42:33 UTC |
| Report deadline | 29 Mar 2022, 13:42:33 UTC |
| Received | 23 Mar 2022, 13:39:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19912 |
| Run time | 3 hours 32 min 45 sec |
| CPU time | 3 hours 24 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,102.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.98 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311412 | val_loss: 0.031167 | Time: 7202.31 ms [2022-03-22 21:08:33 main:574] : INFO : Epoch 1543 | loss: 0.0311358 | val_loss: 0.0311643 | Time: 6723.71 ms [2022-03-22 21:08:40 main:574] : INFO : Epoch 1544 | loss: 0.0311347 | val_loss: 0.0311641 | Time: 6690.01 ms [2022-03-22 21:08:47 main:574] : INFO : Epoch 1545 | loss: 0.0311323 | val_loss: 0.0311597 | Time: 6992.42 ms [2022-03-22 21:08:53 main:574] : INFO : Epoch 1546 | loss: 0.0311317 | val_loss: 0.0311597 | Time: 6490.69 ms [2022-03-22 21:09:00 main:574] : INFO : Epoch 1547 | loss: 0.0311294 | val_loss: 0.0311662 | Time: 6960.52 ms [2022-03-22 21:09:07 main:574] : INFO : Epoch 1548 | loss: 0.0311295 | val_loss: 0.0311641 | Time: 6704.38 ms [2022-03-22 21:09:14 main:574] : INFO : Epoch 1549 | loss: 0.0311244 | val_loss: 0.0311648 | Time: 6786.29 ms [2022-03-22 21:09:21 main:574] : INFO : Epoch 1550 | loss: 0.0311278 | val_loss: 0.03117 | Time: 6850.21 ms [2022-03-22 21:09:27 main:574] : INFO : Epoch 1551 | loss: 0.031125 | val_loss: 0.0311748 | Time: 6719.88 ms [2022-03-22 21:09:34 main:574] : INFO : Epoch 1552 | loss: 0.0311214 | val_loss: 0.0311696 | Time: 6965.42 ms [2022-03-22 21:09:41 main:574] : INFO : Epoch 1553 | loss: 0.0311238 | val_loss: 0.0311663 | Time: 6550.3 ms [2022-03-22 21:09:48 main:574] : INFO : Epoch 1554 | loss: 0.0311318 | val_loss: 0.0311719 | Time: 6675.29 ms [2022-03-22 21:09:55 main:574] : INFO : Epoch 1555 | loss: 0.0311234 | val_loss: 0.031174 | Time: 6983.34 ms [2022-03-22 21:10:01 main:574] : INFO : Epoch 1556 | loss: 0.0311193 | val_loss: 0.031172 | Time: 6556.98 ms [2022-03-22 21:10:08 main:574] : INFO : Epoch 1557 | loss: 0.0311212 | val_loss: 0.0311752 | Time: 7125.46 ms [2022-03-22 21:10:15 main:574] : INFO : Epoch 1558 | loss: 0.0311219 | val_loss: 0.0311708 | Time: 6615.75 ms [2022-03-22 21:10:21 main:574] : INFO : Epoch 1559 | loss: 0.0311245 | val_loss: 0.0311818 | Time: 6453.57 ms [2022-03-22 21:10:29 main:574] : INFO : Epoch 1560 | loss: 0.031118 | val_loss: 0.031167 | Time: 7189.17 ms [2022-03-22 21:10:35 main:574] : INFO : Epoch 1561 | loss: 0.0311162 | val_loss: 0.0311693 | Time: 6845.21 ms [2022-03-22 21:10:42 main:574] : INFO : Epoch 1562 | loss: 0.031117 | val_loss: 0.0311673 | Time: 6693.12 ms [2022-03-22 21:10:49 main:574] : INFO : Epoch 1563 | loss: 0.0311173 | val_loss: 0.0311672 | Time: 6861.19 ms [2022-03-22 21:10:56 main:574] : INFO : Epoch 1564 | loss: 0.0311166 | val_loss: 0.0311683 | Time: 6679.79 ms [2022-03-22 21:11:03 main:574] : INFO : Epoch 1565 | loss: 0.0311312 | val_loss: 0.0311607 | Time: 6994.02 ms [2022-03-22 21:11:09 main:574] : INFO : Epoch 1566 | loss: 0.0311305 | val_loss: 0.0311606 | Time: 6492.27 ms [2022-03-22 21:11:16 main:574] : INFO : Epoch 1567 | loss: 0.0311265 | val_loss: 0.0311647 | Time: 6663.33 ms [2022-03-22 21:11:23 main:574] : INFO : Epoch 1568 | loss: 0.0311226 | val_loss: 0.031166 | Time: 7015.66 ms [2022-03-22 21:11:30 main:574] : INFO : Epoch 1569 | loss: 0.0311215 | val_loss: 0.0311711 | Time: 6715.8 ms [2022-03-22 21:11:37 main:574] : INFO : Epoch 1570 | loss: 0.0311248 | val_loss: 0.0311697 | Time: 7214.08 ms [2022-03-22 21:11:43 main:574] : INFO : Epoch 1571 | loss: 0.0311265 | val_loss: 0.0311621 | Time: 6439.65 ms [2022-03-22 21:11:50 main:574] : INFO : Epoch 1572 | loss: 0.0311193 | val_loss: 0.0311695 | Time: 6544.8 ms [2022-03-22 21:11:57 main:574] : INFO : Epoch 1573 | loss: 0.0311184 | val_loss: 0.0311633 | Time: 7278.88 ms [2022-03-22 21:12:04 main:574] : INFO : Epoch 1574 | loss: 0.0311155 | val_loss: 0.0311672 | Time: 6597.48 ms [2022-03-22 21:12:11 main:574] : INFO : Epoch 1575 | loss: 0.0311158 | val_loss: 0.0311669 | Time: 6864.69 ms [2022-03-22 21:12:18 main:574] : INFO : Epoch 1576 | loss: 0.0311157 | val_loss: 0.0311659 | Time: 6866.47 ms [2022-03-22 21:12:24 main:574] : INFO : Epoch 1577 | loss: 0.0311245 | val_loss: 0.031181 | Time: 6478.86 ms [2022-03-22 21:12:31 main:574] : INFO : Epoch 1578 | loss: 0.0311199 | val_loss: 0.0311667 | Time: 7144.25 ms [2022-03-22 21:12:38 main:574] : INFO : Epoch 1579 | loss: 0.0311161 | val_loss: 0.0311628 | Time: 6675.61 ms [2022-03-22 21:12:45 main:574] : INFO : Epoch 1580 | loss: 0.0311157 | val_loss: 0.0311656 | Time: 6621.07 ms [2022-03-22 21:12:51 main:574] : INFO : Epoch 1581 | loss: 0.0311158 | val_loss: 0.031173 | Time: 6874.94 ms [2022-03-22 21:12:58 main:574] : INFO : Epoch 1582 | loss: 0.0311177 | val_loss: 0.0311649 | Time: 6616.48 ms [2022-03-22 21:13:05 main:574] : INFO : Epoch 1583 | loss: 0.0311199 | val_loss: 0.0311664 | Time: 7142.06 ms [2022-03-22 21:13:12 main:574] : INFO : Epoch 1584 | loss: 0.0311166 | val_loss: 0.0311683 | Time: 6576.97 ms [2022-03-22 21:13:18 main:574] : INFO : Epoch 1585 | loss: 0.0311195 | val_loss: 0.0311674 | Time: 6599.39 ms [2022-03-22 21:13:26 main:574] : INFO : Epoch 1586 | loss: 0.0311211 | val_loss: 0.0311673 | Time: 7267.09 ms [2022-03-22 21:13:32 main:574] : INFO : Epoch 1587 | loss: 0.0311293 | val_loss: 0.0311699 | Time: 6714.79 ms [2022-03-22 21:13:40 main:574] : INFO : Epoch 1588 | loss: 0.0311256 | val_loss: 0.031171 | Time: 7240.68 ms [2022-03-22 21:13:46 main:574] : INFO : Epoch 1589 | loss: 0.0311357 | val_loss: 0.0311634 | Time: 6777.37 ms [2022-03-22 21:13:53 main:574] : INFO : Epoch 1590 | loss: 0.0311275 | val_loss: 0.031163 | Time: 6553.16 ms [2022-03-22 21:14:00 main:574] : INFO : Epoch 1591 | loss: 0.0311279 | val_loss: 0.0311757 | Time: 6964.41 ms [2022-03-22 21:14:07 main:574] : INFO : Epoch 1592 | loss: 0.0311317 | val_loss: 0.0311738 | Time: 6748.5 ms [2022-03-22 21:14:13 main:574] : INFO : Epoch 1593 | loss: 0.0311308 | val_loss: 0.0311688 | Time: 6468.87 ms [2022-03-22 21:14:20 main:574] : INFO : Epoch 1594 | loss: 0.0311237 | val_loss: 0.0311631 | Time: 6887.11 ms [2022-03-22 21:14:27 main:574] : INFO : Epoch 1595 | loss: 0.031123 | val_loss: 0.0311658 | Time: 6835.59 ms [2022-03-22 21:14:34 main:574] : INFO : Epoch 1596 | loss: 0.0311156 | val_loss: 0.0311676 | Time: 7120.93 ms [2022-03-22 21:14:41 main:574] : INFO : Epoch 1597 | loss: 0.0311183 | val_loss: 0.0311682 | Time: 6544.76 ms [2022-03-22 21:14:47 main:574] : INFO : Epoch 1598 | loss: 0.0311148 | val_loss: 0.0311697 | Time: 6663.15 ms [2022-03-22 21:14:54 main:574] : INFO : Epoch 1599 | loss: 0.0311173 | val_loss: 0.0311666 | Time: 6857.26 ms [2022-03-22 21:15:01 main:574] : INFO : Epoch 1600 | loss: 0.0311194 | val_loss: 0.0311647 | Time: 6727.4 ms [2022-03-22 21:15:08 main:574] : INFO : Epoch 1601 | loss: 0.0311231 | val_loss: 0.0311635 | Time: 7255.15 ms [2022-03-22 21:15:15 main:574] : INFO : Epoch 1602 | loss: 0.0311187 | val_loss: 0.0311669 | Time: 6940.14 ms [2022-03-22 21:15:22 main:574] : INFO : Epoch 1603 | loss: 0.0311183 | val_loss: 0.031165 | Time: 6506.78 ms [2022-03-22 21:15:29 main:574] : INFO : Epoch 1604 | loss: 0.031118 | val_loss: 0.0311665 | Time: 7131.04 ms [2022-03-22 21:15:35 main:574] : INFO : Epoch 1605 | loss: 0.0311166 | val_loss: 0.0311696 | Time: 6614.05 ms [2022-03-22 21:15:42 main:574] : INFO : Epoch 1606 | loss: 0.0311203 | val_loss: 0.0311715 | Time: 6985.22 ms [2022-03-22 21:15:49 main:574] : INFO : Epoch 1607 | loss: 0.0311199 | val_loss: 0.0311631 | Time: 6546.44 ms [2022-03-22 21:15:56 main:574] : INFO : Epoch 1608 | loss: 0.0311209 | val_loss: 0.0311626 | Time: 6682.54 ms [2022-03-22 21:16:03 main:574] : INFO : Epoch 1609 | loss: 0.0311193 | val_loss: 0.0311717 | Time: 6852.94 ms [2022-03-22 21:16:09 main:574] : INFO : Epoch 1610 | loss: 0.0311347 | val_loss: 0.0311606 | Time: 6698.06 ms [2022-03-22 21:16:16 main:574] : INFO : Epoch 1611 | loss: 0.0311383 | val_loss: 0.0311636 | Time: 6726.68 ms [2022-03-22 21:16:23 main:574] : INFO : Epoch 1612 | loss: 0.0311357 | val_loss: 0.0311574 | Time: 6875.79 ms [2022-03-22 21:16:30 main:574] : INFO : Epoch 1613 | loss: 0.0311282 | val_loss: 0.0311651 | Time: 6705.88 ms [2022-03-22 21:16:37 main:574] : INFO : Epoch 1614 | loss: 0.0311266 | val_loss: 0.0311624 | Time: 7058.65 ms [2022-03-22 21:16:43 main:574] : INFO : Epoch 1615 | loss: 0.0311232 | val_loss: 0.0311635 | Time: 6454.56 ms [2022-03-22 21:16:50 main:574] : INFO : Epoch 1616 | loss: 0.0311228 | val_loss: 0.0311628 | Time: 6491.07 ms [2022-03-22 21:16:57 main:574] : INFO : Epoch 1617 | loss: 0.0311229 | val_loss: 0.0311667 | Time: 7141.09 ms [2022-03-22 21:17:03 main:574] : INFO : Epoch 1618 | loss: 0.0311261 | val_loss: 0.0311618 | Time: 6510.29 ms [2022-03-22 21:17:10 main:574] : INFO : Epoch 1619 | loss: 0.0311409 | val_loss: 0.0312032 | Time: 6933.89 ms [2022-03-22 21:17:17 main:574] : INFO : Epoch 1620 | loss: 0.0311466 | val_loss: 0.031165 | Time: 6747.57 ms [2022-03-22 21:17:24 main:574] : INFO : Epoch 1621 | loss: 0.0311276 | val_loss: 0.031172 | Time: 6534.81 ms [2022-03-22 21:17:31 main:574] : INFO : Epoch 1622 | loss: 0.0311213 | val_loss: 0.0311717 | Time: 6983.92 ms [2022-03-22 21:17:37 main:574] : INFO : Epoch 1623 | loss: 0.0311174 | val_loss: 0.0311693 | Time: 6757.03 ms [2022-03-22 21:17:44 main:574] : INFO : Epoch 1624 | loss: 0.0311155 | val_loss: 0.0311681 | Time: 6485.82 ms [2022-03-22 21:17:51 main:574] : INFO : Epoch 1625 | loss: 0.0311161 | val_loss: 0.0311689 | Time: 6913.52 ms [2022-03-22 21:17:57 main:574] : INFO : Epoch 1626 | loss: 0.0311152 | val_loss: 0.0311697 | Time: 6695.59 ms [2022-03-22 21:18:05 main:574] : INFO : Epoch 1627 | loss: 0.0311173 | val_loss: 0.0311688 | Time: 7117.48 ms [2022-03-22 21:18:11 main:574] : INFO : Epoch 1628 | loss: 0.0311156 | val_loss: 0.0311671 | Time: 6614.64 ms [2022-03-22 21:18:18 main:574] : INFO : Epoch 1629 | loss: 0.0311154 | val_loss: 0.0311669 | Time: 6819.51 ms [2022-03-22 21:18:25 main:574] : INFO : Epoch 1630 | loss: 0.0311162 | val_loss: 0.0311681 | Time: 7066.49 ms [2022-03-22 21:18:32 main:574] : INFO : Epoch 1631 | loss: 0.0311157 | val_loss: 0.0311669 | Time: 6589.27 ms [2022-03-22 21:18:39 main:574] : INFO : Epoch 1632 | loss: 0.0311164 | val_loss: 0.0311718 | Time: 6993.94 ms [2022-03-22 21:18:45 main:574] : INFO : Epoch 1633 | loss: 0.0311216 | val_loss: 0.0311677 | Time: 6639.37 ms [2022-03-22 21:18:52 main:574] : INFO : Epoch 1634 | loss: 0.0311158 | val_loss: 0.0311725 | Time: 6471.62 ms [2022-03-22 21:18:59 main:574] : INFO : Epoch 1635 | loss: 0.0311134 | val_loss: 0.0311652 | Time: 6968.51 ms [2022-03-22 21:19:06 main:574] : INFO : Epoch 1636 | loss: 0.0311149 | val_loss: 0.031168 | Time: 6700.5 ms [2022-03-22 21:19:12 main:574] : INFO : Epoch 1637 | loss: 0.031116 | val_loss: 0.0311749 | Time: 6486.66 ms [2022-03-22 21:19:19 main:574] : INFO : Epoch 1638 | loss: 0.0311189 | val_loss: 0.0311834 | Time: 7096.98 ms [2022-03-22 21:19:26 main:574] : INFO : Epoch 1639 | loss: 0.0311322 | val_loss: 0.0311786 | Time: 6661 ms [2022-03-22 21:19:33 main:574] : INFO : Epoch 1640 | loss: 0.0311203 | val_loss: 0.0311696 | Time: 7028.96 ms [2022-03-22 21:19:39 main:574] : INFO : Epoch 1641 | loss: 0.0311191 | val_loss: 0.0311665 | Time: 6494.65 ms [2022-03-22 21:19:46 main:574] : INFO : Epoch 1642 | loss: 0.0311165 | val_loss: 0.0311743 | Time: 6700.05 ms [2022-03-22 21:19:53 main:574] : INFO : Epoch 1643 | loss: 0.0311161 | val_loss: 0.0311752 | Time: 6926.18 ms [2022-03-22 21:20:00 main:574] : INFO : Epoch 1644 | loss: 0.031115 | val_loss: 0.0311694 | Time: 6575.93 ms [2022-03-22 21:20:07 main:574] : INFO : Epoch 1645 | loss: 0.0311166 | val_loss: 0.0311729 | Time: 7178.16 ms [2022-03-22 21:20:13 main:574] : INFO : Epoch 1646 | loss: 0.0311137 | val_loss: 0.0311677 | Time: 6549.94 ms [2022-03-22 21:20:20 main:574] : INFO : Epoch 1647 | loss: 0.0311172 | val_loss: 0.0311675 | Time: 6489.88 ms [2022-03-22 21:20:27 main:574] : INFO : Epoch 1648 | loss: 0.0311149 | val_loss: 0.0311748 | Time: 7082.94 ms [2022-03-22 21:20:33 main:574] : INFO : Epoch 1649 | loss: 0.0311138 | val_loss: 0.0311694 | Time: 6560.14 ms [2022-03-22 21:20:40 main:574] : INFO : Epoch 1650 | loss: 0.0311141 | val_loss: 0.0311715 | Time: 6557.49 ms [2022-03-22 21:20:47 main:574] : INFO : Epoch 1651 | loss: 0.0311161 | val_loss: 0.0311725 | Time: 7297.16 ms [2022-03-22 21:20:54 main:574] : INFO : Epoch 1652 | loss: 0.031117 | val_loss: 0.0311694 | Time: 6483.25 ms [2022-03-22 21:21:01 main:574] : INFO : Epoch 1653 | loss: 0.0311175 | val_loss: 0.0311679 | Time: 7439.31 ms [2022-03-22 21:21:08 main:574] : INFO : Epoch 1654 | loss: 0.031119 | val_loss: 0.0311697 | Time: 6780.47 ms [2022-03-22 21:21:15 main:574] : INFO : Epoch 1655 | loss: 0.0311176 | val_loss: 0.0311729 | Time: 6565.7 ms [2022-03-22 21:21:22 main:574] : INFO : Epoch 1656 | loss: 0.0311169 | val_loss: 0.0311754 | Time: 6922.6 ms [2022-03-22 21:21:28 main:574] : INFO : Epoch 1657 | loss: 0.031118 | val_loss: 0.0311825 | Time: 6788.16 ms [2022-03-22 21:21:35 main:574] : INFO : Epoch 1658 | loss: 0.0311269 | val_loss: 0.0311678 | Time: 7104.07 ms [2022-03-22 21:21:42 main:574] : INFO : Epoch 1659 | loss: 0.0311255 | val_loss: 0.031171 | Time: 6430.71 ms [2022-03-22 21:21:49 main:574] : INFO : Epoch 1660 | loss: 0.0311305 | val_loss: 0.0311661 | Time: 6727.46 ms [2022-03-22 21:21:56 main:574] : INFO : Epoch 1661 | loss: 0.0311282 | val_loss: 0.0311629 | Time: 6915.11 ms [2022-03-22 21:22:02 main:574] : INFO : Epoch 1662 | loss: 0.0311302 | val_loss: 0.0311631 | Time: 6549.28 ms [2022-03-22 21:22:09 main:574] : INFO : Epoch 1663 | loss: 0.0311278 | val_loss: 0.0311664 | Time: 6901.57 ms [2022-03-22 21:22:16 main:574] : INFO : Epoch 1664 | loss: 0.0311202 | val_loss: 0.0311675 | Time: 6853.54 ms [2022-03-22 21:22:22 main:574] : INFO : Epoch 1665 | loss: 0.0311189 | val_loss: 0.0311677 | Time: 6420.59 ms [2022-03-22 21:22:30 main:574] : INFO : Epoch 1666 | loss: 0.031122 | val_loss: 0.0311657 | Time: 7250.91 ms [2022-03-22 21:22:36 main:574] : INFO : Epoch 1667 | loss: 0.0311205 | val_loss: 0.0311645 | Time: 6699.07 ms [2022-03-22 21:22:43 main:574] : INFO : Epoch 1668 | loss: 0.0311178 | val_loss: 0.0311677 | Time: 6431.26 ms [2022-03-22 21:22:50 main:574] : INFO : Epoch 1669 | loss: 0.0311158 | val_loss: 0.0311666 | Time: 6981.02 ms [2022-03-22 21:22:56 main:574] : INFO : Epoch 1670 | loss: 0.0311299 | val_loss: 0.0311667 | Time: 6676.3 ms [2022-03-22 21:23:04 main:574] : INFO : Epoch 1671 | loss: 0.0311524 | val_loss: 0.0311659 | Time: 7040.74 ms [2022-03-22 21:23:10 main:574] : INFO : Epoch 1672 | loss: 0.0311553 | val_loss: 0.0311751 | Time: 6580.3 ms [2022-03-22 21:23:17 main:574] : INFO : Epoch 1673 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 6629.06 ms [2022-03-22 21:23:24 main:574] : INFO : Epoch 1674 | loss: 0.0311483 | val_loss: 0.0311631 | Time: 7240.02 ms [2022-03-22 21:23:31 main:574] : INFO : Epoch 1675 | loss: 0.0311432 | val_loss: 0.0311631 | Time: 6780.41 ms [2022-03-22 21:23:38 main:574] : INFO : Epoch 1676 | loss: 0.031141 | val_loss: 0.0311625 | Time: 7037.18 ms [2022-03-22 21:23:44 main:574] : INFO : Epoch 1677 | loss: 0.0311411 | val_loss: 0.0311675 | Time: 6616.75 ms [2022-03-22 21:23:51 main:574] : INFO : Epoch 1678 | loss: 0.0311374 | val_loss: 0.0311632 | Time: 6507.85 ms [2022-03-22 21:23:58 main:574] : INFO : Epoch 1679 | loss: 0.0311358 | val_loss: 0.0311621 | Time: 7128.35 ms [2022-03-22 21:24:05 main:574] : INFO : Epoch 1680 | loss: 0.0311363 | val_loss: 0.0311624 | Time: 6708.02 ms [2022-03-22 21:24:12 main:574] : INFO : Epoch 1681 | loss: 0.0311361 | val_loss: 0.031165 | Time: 6789.5 ms [2022-03-22 21:24:19 main:574] : INFO : Epoch 1682 | loss: 0.0311324 | val_loss: 0.031166 | Time: 6955.97 ms [2022-03-22 21:24:25 main:574] : INFO : Epoch 1683 | loss: 0.0311329 | val_loss: 0.0311676 | Time: 6547.21 ms [2022-03-22 21:24:32 main:574] : INFO : Epoch 1684 | loss: 0.0311317 | val_loss: 0.0311635 | Time: 6884.95 ms [2022-03-22 21:24:39 main:574] : INFO : Epoch 1685 | loss: 0.0311312 | val_loss: 0.0311651 | Time: 6739.88 ms [2022-03-22 21:24:45 main:574] : INFO : Epoch 1686 | loss: 0.0311317 | val_loss: 0.0311667 | Time: 6553.46 ms [2022-03-22 21:24:52 main:574] : INFO : Epoch 1687 | loss: 0.0311305 | val_loss: 0.031167 | Time: 7058.41 ms [2022-03-22 21:24:59 main:574] : INFO : Epoch 1688 | loss: 0.0311291 | val_loss: 0.0311646 | Time: 6616.49 ms [2022-03-22 21:25:06 main:574] : INFO : Epoch 1689 | loss: 0.0311276 | val_loss: 0.0311631 | Time: 7088.87 ms [2022-03-22 21:25:13 main:574] : INFO : Epoch 1690 | loss: 0.0311269 | val_loss: 0.0311653 | Time: 6449.26 ms [2022-03-22 21:25:19 main:574] : INFO : Epoch 1691 | loss: 0.0311268 | val_loss: 0.0311602 | Time: 6727.18 ms [2022-03-22 21:25:26 main:574] : INFO : Epoch 1692 | loss: 0.031128 | val_loss: 0.0311614 | Time: 7075.02 ms [2022-03-22 21:25:33 main:574] : INFO : Epoch 1693 | loss: 0.0311253 | val_loss: 0.0311604 | Time: 6789.73 ms [2022-03-22 21:25:40 main:574] : INFO : Epoch 1694 | loss: 0.0311255 | val_loss: 0.0311682 | Time: 6786.8 ms [2022-03-22 21:25:47 main:574] : INFO : Epoch 1695 | loss: 0.0311239 | val_loss: 0.0311625 | Time: 7078.69 ms [2022-03-22 21:25:54 main:574] : INFO : Epoch 1696 | loss: 0.0311225 | val_loss: 0.0311641 | Time: 6489.58 ms [2022-03-22 21:26:01 main:574] : INFO : Epoch 1697 | loss: 0.0311237 | val_loss: 0.0311621 | Time: 6987.91 ms [2022-03-22 21:26:07 main:574] : INFO : Epoch 1698 | loss: 0.0311274 | val_loss: 0.0311654 | Time: 6775.23 ms [2022-03-22 21:26:14 main:574] : INFO : Epoch 1699 | loss: 0.0311246 | val_loss: 0.0311621 | Time: 6507.81 ms [2022-03-22 21:26:21 main:574] : INFO : Epoch 1700 | loss: 0.0311252 | val_loss: 0.0311634 | Time: 7025.79 ms [2022-03-22 21:26:28 main:574] : INFO : Epoch 1701 | loss: 0.0311242 | val_loss: 0.0311634 | Time: 6769.76 ms [2022-03-22 21:26:35 main:574] : INFO : Epoch 1702 | loss: 0.0311233 | val_loss: 0.0311606 | Time: 6988.07 ms [2022-03-22 21:26:41 main:574] : INFO : Epoch 1703 | loss: 0.0311246 | val_loss: 0.0311607 | Time: 6523.34 ms [2022-03-22 21:26:48 main:574] : INFO : Epoch 1704 | loss: 0.0311235 | val_loss: 0.0311664 | Time: 6771.8 ms [2022-03-22 21:26:55 main:574] : INFO : Epoch 1705 | loss: 0.0311233 | val_loss: 0.031161 | Time: 6964.47 ms [2022-03-22 21:27:02 main:574] : INFO : Epoch 1706 | loss: 0.031125 | val_loss: 0.0311659 | Time: 6632.86 ms [2022-03-22 21:27:09 main:574] : INFO : Epoch 1707 | loss: 0.0311245 | val_loss: 0.0311643 | Time: 7159.11 ms [2022-03-22 21:27:15 main:574] : INFO : Epoch 1708 | loss: 0.0311236 | val_loss: 0.0311599 | Time: 6459.8 ms [2022-03-22 21:27:22 main:574] : INFO : Epoch 1709 | loss: 0.0311206 | val_loss: 0.0311625 | Time: 6414.73 ms [2022-03-22 21:27:29 main:574] : INFO : Epoch 1710 | loss: 0.031126 | val_loss: 0.0311612 | Time: 7199.04 ms [2022-03-22 21:27:35 main:574] : INFO : Epoch 1711 | loss: 0.031127 | val_loss: 0.031168 | Time: 6518.29 ms [2022-03-22 21:27:42 main:574] : INFO : Epoch 1712 | loss: 0.0311255 | val_loss: 0.0311703 | Time: 6540.85 ms [2022-03-22 21:27:49 main:574] : INFO : Epoch 1713 | loss: 0.0311203 | val_loss: 0.0311674 | Time: 7159.89 ms [2022-03-22 21:27:56 main:574] : INFO : Epoch 1714 | loss: 0.03112 | val_loss: 0.0311639 | Time: 6595.31 ms [2022-03-22 21:28:03 main:574] : INFO : Epoch 1715 | loss: 0.0311192 | val_loss: 0.0311665 | Time: 7108.95 ms [2022-03-22 21:28:10 main:574] : INFO : Epoch 1716 | loss: 0.0311173 | val_loss: 0.031172 | Time: 6651.26 ms [2022-03-22 21:28:16 main:574] : INFO : Epoch 1717 | loss: 0.0311168 | val_loss: 0.0311644 | Time: 6641.04 ms [2022-03-22 21:28:23 main:574] : INFO : Epoch 1718 | loss: 0.0311174 | val_loss: 0.0311672 | Time: 7041.99 ms [2022-03-22 21:28:30 main:574] : INFO : Epoch 1719 | loss: 0.0311246 | val_loss: 0.0311751 | Time: 6541.93 ms [2022-03-22 21:28:37 main:574] : INFO : Epoch 1720 | loss: 0.0312006 | val_loss: 0.0316189 | Time: 7135.51 ms [2022-03-22 21:28:43 main:574] : INFO : Epoch 1721 | loss: 0.0313798 | val_loss: 0.0312155 | Time: 6553.14 ms [2022-03-22 21:28:50 main:574] : INFO : Epoch 1722 | loss: 0.031153 | val_loss: 0.0311699 | Time: 6591.67 ms [2022-03-22 21:28:57 main:574] : INFO : Epoch 1723 | loss: 0.0311284 | val_loss: 0.0311783 | Time: 7178.51 ms [2022-03-22 21:29:04 main:574] : INFO : Epoch 1724 | loss: 0.0311301 | val_loss: 0.031169 | Time: 6576.72 ms [2022-03-22 21:29:11 main:574] : INFO : Epoch 1725 | loss: 0.0311225 | val_loss: 0.031164 | Time: 6772.25 ms [2022-03-22 21:29:18 main:574] : INFO : Epoch 1726 | loss: 0.0311213 | val_loss: 0.0311643 | Time: 6989.69 ms [2022-03-22 21:29:24 main:574] : INFO : Epoch 1727 | loss: 0.0311208 | val_loss: 0.0311679 | Time: 6549.18 ms [2022-03-22 21:29:31 main:574] : INFO : Epoch 1728 | loss: 0.0311198 | val_loss: 0.0311625 | Time: 7089.33 ms [2022-03-22 21:29:38 main:574] : INFO : Epoch 1729 | loss: 0.0311198 | val_loss: 0.0311647 | Time: 6774.26 ms [2022-03-22 21:29:45 main:574] : INFO : Epoch 1730 | loss: 0.0311179 | val_loss: 0.0311643 | Time: 6506.18 ms [2022-03-22 21:29:51 main:574] : INFO : Epoch 1731 | loss: 0.0311184 | val_loss: 0.0311686 | Time: 6776.71 ms [2022-03-22 21:29:58 main:574] : INFO : Epoch 1732 | loss: 0.0311173 | val_loss: 0.031167 | Time: 6743.34 ms [2022-03-22 21:30:17 main:574] : INFO : Epoch 1733 | loss: 0.0311171 | val_loss: 0.0311605 | Time: 19016.8 ms [2022-03-22 21:30:23 main:574] : INFO : Epoch 1734 | loss: 0.0311239 | val_loss: 0.0311588 | Time: 6128.09 ms [2022-03-22 21:30:30 main:574] : INFO : Epoch 1735 | loss: 0.0311214 | val_loss: 0.0311668 | Time: 6382.68 ms [2022-03-22 21:30:37 main:574] : INFO : Epoch 1736 | loss: 0.0311174 | val_loss: 0.0311663 | Time: 6887.84 ms [2022-03-22 21:30:43 main:574] : INFO : Epoch 1737 | loss: 0.0311172 | val_loss: 0.0311654 | Time: 6694.19 ms [2022-03-22 21:30:50 main:574] : INFO : Epoch 1738 | loss: 0.0311157 | val_loss: 0.0311624 | Time: 7042.14 ms [2022-03-22 21:30:58 main:574] : INFO : Epoch 1739 | loss: 0.0311146 | val_loss: 0.0311594 | Time: 7149.79 ms [2022-03-22 21:31:04 main:574] : INFO : Epoch 1740 | loss: 0.031114 | val_loss: 0.0311641 | Time: 6571.62 ms [2022-03-22 21:31:11 main:574] : INFO : Epoch 1741 | loss: 0.0311238 | val_loss: 0.0311632 | Time: 7060.75 ms [2022-03-22 21:31:18 main:574] : INFO : Epoch 1742 | loss: 0.0311208 | val_loss: 0.0311649 | Time: 6773.93 ms [2022-03-22 21:31:25 main:574] : INFO : Epoch 1743 | loss: 0.0311195 | val_loss: 0.0311605 | Time: 6749.06 ms [2022-03-22 21:31:31 main:574] : INFO : Epoch 1744 | loss: 0.0311171 | val_loss: 0.0311624 | Time: 6643.65 ms [2022-03-22 21:31:38 main:574] : INFO : Epoch 1745 | loss: 0.0311149 | val_loss: 0.031165 | Time: 6759.03 ms [2022-03-22 21:31:45 main:574] : INFO : Epoch 1746 | loss: 0.0311161 | val_loss: 0.0311703 | Time: 6877.38 ms [2022-03-22 21:31:52 main:574] : INFO : Epoch 1747 | loss: 0.0311171 | val_loss: 0.0311627 | Time: 6584.21 ms [2022-03-22 21:31:58 main:574] : INFO : Epoch 1748 | loss: 0.0311149 | val_loss: 0.031163 | Time: 6722.1 ms [2022-03-22 21:32:05 main:574] : INFO : Epoch 1749 | loss: 0.0311126 | val_loss: 0.0311654 | Time: 7085.13 ms [2022-03-22 21:32:12 main:574] : INFO : Epoch 1750 | loss: 0.0311142 | val_loss: 0.0311665 | Time: 6528.53 ms [2022-03-22 21:32:19 main:574] : INFO : Epoch 1751 | loss: 0.031116 | val_loss: 0.0311632 | Time: 6997.87 ms [2022-03-22 21:32:26 main:574] : INFO : Epoch 1752 | loss: 0.0311178 | val_loss: 0.03116 | Time: 6690.23 ms [2022-03-22 21:32:32 main:574] : INFO : Epoch 1753 | loss: 0.0311155 | val_loss: 0.0311647 | Time: 6560.21 ms [2022-03-22 21:32:39 main:574] : INFO : Epoch 1754 | loss: 0.0311139 | val_loss: 0.031164 | Time: 7087.86 ms [2022-03-22 21:32:46 main:574] : INFO : Epoch 1755 | loss: 0.0311112 | val_loss: 0.0311685 | Time: 6572.89 ms [2022-03-22 21:32:53 main:574] : INFO : Epoch 1756 | loss: 0.0311141 | val_loss: 0.031165 | Time: 6786.61 ms [2022-03-22 21:33:00 main:574] : INFO : Epoch 1757 | loss: 0.0311107 | val_loss: 0.0311717 | Time: 6975.09 ms [2022-03-22 21:33:06 main:574] : INFO : Epoch 1758 | loss: 0.0311108 | val_loss: 0.0311725 | Time: 6627.81 ms [2022-03-22 21:33:13 main:574] : INFO : Epoch 1759 | loss: 0.0311148 | val_loss: 0.0311666 | Time: 7031.39 ms [2022-03-22 21:33:20 main:574] : INFO : Epoch 1760 | loss: 0.0311137 | val_loss: 0.0311714 | Time: 6692.27 ms [2022-03-22 21:33:27 main:574] : INFO : Epoch 1761 | loss: 0.0311098 | val_loss: 0.0311715 | Time: 6756.72 ms [2022-03-22 21:33:34 main:574] : INFO : Epoch 1762 | loss: 0.0311084 | val_loss: 0.0311678 | Time: 6906.19 ms [2022-03-22 21:33:41 main:574] : INFO : Epoch 1763 | loss: 0.0311084 | val_loss: 0.0311681 | Time: 6780.78 ms [2022-03-22 21:33:48 main:574] : INFO : Epoch 1764 | loss: 0.0311076 | val_loss: 0.031174 | Time: 7064.31 ms [2022-03-22 21:33:54 main:574] : INFO : Epoch 1765 | loss: 0.031109 | val_loss: 0.0311694 | Time: 6724.51 ms [2022-03-22 21:34:01 main:574] : INFO : Epoch 1766 | loss: 0.0311104 | val_loss: 0.0311657 | Time: 6847.68 ms [2022-03-22 21:34:08 main:574] : INFO : Epoch 1767 | loss: 0.0311121 | val_loss: 0.0311715 | Time: 7186.31 ms [2022-03-22 21:34:15 main:574] : INFO : Epoch 1768 | loss: 0.031112 | val_loss: 0.031171 | Time: 6629.31 ms [2022-03-22 21:34:22 main:574] : INFO : Epoch 1769 | loss: 0.0311111 | val_loss: 0.0311614 | Time: 7124.45 ms [2022-03-22 21:34:29 main:574] : INFO : Epoch 1770 | loss: 0.0311135 | val_loss: 0.0311699 | Time: 6837.15 ms [2022-03-22 21:34:36 main:574] : INFO : Epoch 1771 | loss: 0.0311173 | val_loss: 0.0311733 | Time: 7002.02 ms [2022-03-22 21:34:43 main:574] : INFO : Epoch 1772 | loss: 0.0311185 | val_loss: 0.0311663 | Time: 7197.08 ms [2022-03-22 21:34:50 main:574] : INFO : Epoch 1773 | loss: 0.031119 | val_loss: 0.0311635 | Time: 6827.37 ms [2022-03-22 21:34:57 main:574] : INFO : Epoch 1774 | loss: 0.0311147 | val_loss: 0.0311649 | Time: 6988.28 ms [2022-03-22 21:35:04 main:574] : INFO : Epoch 1775 | loss: 0.031114 | val_loss: 0.0311687 | Time: 6735.72 ms [2022-03-22 21:35:10 main:574] : INFO : Epoch 1776 | loss: 0.0311124 | val_loss: 0.0311701 | Time: 6554.61 ms [2022-03-22 21:35:18 main:574] : INFO : Epoch 1777 | loss: 0.0311115 | val_loss: 0.0311646 | Time: 7147.61 ms [2022-03-22 21:35:24 main:574] : INFO : Epoch 1778 | loss: 0.0311116 | val_loss: 0.0311681 | Time: 6742.39 ms [2022-03-22 21:35:31 main:574] : INFO : Epoch 1779 | loss: 0.0311128 | val_loss: 0.0311667 | Time: 6736.08 ms [2022-03-22 21:35:38 main:574] : INFO : Epoch 1780 | loss: 0.0311112 | val_loss: 0.0311649 | Time: 6996.93 ms [2022-03-22 21:35:45 main:574] : INFO : Epoch 1781 | loss: 0.0311112 | val_loss: 0.0311668 | Time: 6590.61 ms [2022-03-22 21:35:52 main:574] : INFO : Epoch 1782 | loss: 0.0311188 | val_loss: 0.0311694 | Time: 6966.45 ms [2022-03-22 21:35:58 main:574] : INFO : Epoch 1783 | loss: 0.031121 | val_loss: 0.0311658 | Time: 6797.07 ms [2022-03-22 21:36:05 main:574] : INFO : Epoch 1784 | loss: 0.0311277 | val_loss: 0.0311603 | Time: 6524.56 ms [2022-03-22 21:36:12 main:574] : INFO : Epoch 1785 | loss: 0.0311256 | val_loss: 0.0311634 | Time: 7011.63 ms [2022-03-22 21:36:19 main:574] : INFO : Epoch 1786 | loss: 0.0311242 | val_loss: 0.0311636 | Time: 6742.99 ms [2022-03-22 21:36:26 main:574] : INFO : Epoch 1787 | loss: 0.0311192 | val_loss: 0.0311575 | Time: 7014.15 ms [2022-03-22 21:36:32 main:574] : INFO : Epoch 1788 | loss: 0.0311155 | val_loss: 0.0311599 | Time: 6582.67 ms [2022-03-22 21:36:39 main:574] : INFO : Epoch 1789 | loss: 0.0311123 | val_loss: 0.0311612 | Time: 6682.51 ms [2022-03-22 21:36:46 main:574] : INFO : Epoch 1790 | loss: 0.0311133 | val_loss: 0.0311574 | Time: 6951.43 ms [2022-03-22 21:36:53 main:574] : INFO : Epoch 1791 | loss: 0.0311137 | val_loss: 0.0311607 | Time: 6541.24 ms [2022-03-22 21:37:00 main:574] : INFO : Epoch 1792 | loss: 0.0311165 | val_loss: 0.0311627 | Time: 7033.97 ms [2022-03-22 21:37:06 main:574] : INFO : Epoch 1793 | loss: 0.0311147 | val_loss: 0.0311603 | Time: 6851.89 ms [2022-03-22 21:37:13 main:574] : INFO : Epoch 1794 | loss: 0.0311133 | val_loss: 0.0311567 | Time: 6535.55 ms [2022-03-22 21:37:20 main:574] : INFO : Epoch 1795 | loss: 0.031116 | val_loss: 0.0311617 | Time: 7083.29 ms [2022-03-22 21:37:27 main:574] : INFO : Epoch 1796 | loss: 0.0311169 | val_loss: 0.031158 | Time: 6532.18 ms [2022-03-22 21:37:33 main:574] : INFO : Epoch 1797 | loss: 0.0311134 | val_loss: 0.0311639 | Time: 6503.01 ms [2022-03-22 21:37:40 main:574] : INFO : Epoch 1798 | loss: 0.0311117 | val_loss: 0.0311659 | Time: 7208.12 ms [2022-03-22 21:37:47 main:574] : INFO : Epoch 1799 | loss: 0.031121 | val_loss: 0.031166 | Time: 6718.87 ms [2022-03-22 21:37:54 main:574] : INFO : Epoch 1800 | loss: 0.0311231 | val_loss: 0.0311664 | Time: 6848.78 ms [2022-03-22 21:38:01 main:574] : INFO : Epoch 1801 | loss: 0.0311228 | val_loss: 0.0311647 | Time: 6619.24 ms [2022-03-22 21:38:07 main:574] : INFO : Epoch 1802 | loss: 0.0311215 | val_loss: 0.0311861 | Time: 6723.97 ms [2022-03-22 21:38:14 main:574] : INFO : Epoch 1803 | loss: 0.0311228 | val_loss: 0.0311685 | Time: 7040.55 ms [2022-03-22 21:38:21 main:574] : INFO : Epoch 1804 | loss: 0.0311185 | val_loss: 0.0311655 | Time: 6708.79 ms [2022-03-22 21:38:28 main:574] : INFO : Epoch 1805 | loss: 0.0311177 | val_loss: 0.0311713 | Time: 7332.46 ms [2022-03-22 21:38:35 main:574] : INFO : Epoch 1806 | loss: 0.0311182 | val_loss: 0.0311732 | Time: 6570.9 ms [2022-03-22 21:38:42 main:574] : INFO : Epoch 1807 | loss: 0.0311198 | val_loss: 0.0311615 | Time: 6503.17 ms [2022-03-22 21:38:49 main:574] : INFO : Epoch 1808 | loss: 0.0311135 | val_loss: 0.0311704 | Time: 7137.02 ms [2022-03-22 21:38:55 main:574] : INFO : Epoch 1809 | loss: 0.0311165 | val_loss: 0.0311783 | Time: 6373.46 ms [2022-03-22 21:39:02 main:574] : INFO : Epoch 1810 | loss: 0.0311194 | val_loss: 0.0311633 | Time: 6507.73 ms [2022-03-22 21:39:09 main:574] : INFO : Epoch 1811 | loss: 0.0311123 | val_loss: 0.0311661 | Time: 7075.82 ms [2022-03-22 21:39:15 main:574] : INFO : Epoch 1812 | loss: 0.0311145 | val_loss: 0.0311627 | Time: 6500.87 ms [2022-03-22 21:39:22 main:574] : INFO : Epoch 1813 | loss: 0.0311452 | val_loss: 0.0311663 | Time: 7058.87 ms [2022-03-22 21:39:29 main:574] : INFO : Epoch 1814 | loss: 0.0311559 | val_loss: 0.0311646 | Time: 6686.54 ms [2022-03-22 21:39:35 main:574] : INFO : Epoch 1815 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 6381.59 ms [2022-03-22 21:39:42 main:574] : INFO : Epoch 1816 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 7013.91 ms [2022-03-22 21:39:49 main:574] : INFO : Epoch 1817 | loss: 0.0311715 | val_loss: 0.0311749 | Time: 6788.62 ms [2022-03-22 21:39:56 main:574] : INFO : Epoch 1818 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 6908.03 ms [2022-03-22 21:40:03 main:574] : INFO : Epoch 1819 | loss: 0.0311633 | val_loss: 0.0311711 | Time: 6659.62 ms [2022-03-22 21:40:10 main:574] : INFO : Epoch 1820 | loss: 0.031161 | val_loss: 0.0311709 | Time: 6824.83 ms [2022-03-22 21:40:17 main:574] : INFO : Epoch 1821 | loss: 0.0311584 | val_loss: 0.0311675 | Time: 6971.36 ms [2022-03-22 21:40:23 main:574] : INFO : Epoch 1822 | loss: 0.0311563 | val_loss: 0.0311684 | Time: 6588.03 ms [2022-03-22 21:40:30 main:574] : INFO : Epoch 1823 | loss: 0.0311562 | val_loss: 0.0311692 | Time: 7040.99 ms [2022-03-22 21:40:37 main:574] : INFO : Epoch 1824 | loss: 0.0311552 | val_loss: 0.0311667 | Time: 6975.69 ms [2022-03-22 21:40:44 main:574] : INFO : Epoch 1825 | loss: 0.0311535 | val_loss: 0.031166 | Time: 6656.39 ms [2022-03-22 21:40:51 main:574] : INFO : Epoch 1826 | loss: 0.0311523 | val_loss: 0.0311712 | Time: 7019.14 ms [2022-03-22 21:40:58 main:574] : INFO : Epoch 1827 | loss: 0.0311503 | val_loss: 0.0311667 | Time: 6738.6 ms [2022-03-22 21:41:04 main:574] : INFO : Epoch 1828 | loss: 0.0311491 | val_loss: 0.0311658 | Time: 6686.37 ms [2022-03-22 21:41:11 main:574] : INFO : Epoch 1829 | loss: 0.0311474 | val_loss: 0.0311673 | Time: 7076.95 ms [2022-03-22 21:41:18 main:574] : INFO : Epoch 1830 | loss: 0.0311473 | val_loss: 0.031167 | Time: 6674.94 ms [2022-03-22 21:41:25 main:574] : INFO : Epoch 1831 | loss: 0.0311479 | val_loss: 0.0311671 | Time: 6851.86 ms [2022-03-22 21:41:32 main:574] : INFO : Epoch 1832 | loss: 0.0311458 | val_loss: 0.0311644 | Time: 6539.47 ms [2022-03-22 21:41:38 main:574] : INFO : Epoch 1833 | loss: 0.0311439 | val_loss: 0.0311655 | Time: 6688.79 ms [2022-03-22 21:41:45 main:574] : INFO : Epoch 1834 | loss: 0.0311428 | val_loss: 0.0311624 | Time: 7255.35 ms [2022-03-22 21:41:52 main:574] : INFO : Epoch 1835 | loss: 0.0311414 | val_loss: 0.0311641 | Time: 6522.06 ms [2022-03-22 21:41:59 main:574] : INFO : Epoch 1836 | loss: 0.0311415 | val_loss: 0.0311642 | Time: 7145.62 ms [2022-03-22 21:42:06 main:574] : INFO : Epoch 1837 | loss: 0.0311474 | val_loss: 0.0311628 | Time: 6475.72 ms [2022-03-22 21:42:12 main:574] : INFO : Epoch 1838 | loss: 0.0311477 | val_loss: 0.031163 | Time: 6536.21 ms [2022-03-22 21:42:19 main:574] : INFO : Epoch 1839 | loss: 0.0311448 | val_loss: 0.0311643 | Time: 7089.23 ms [2022-03-22 21:42:26 main:574] : INFO : Epoch 1840 | loss: 0.0311504 | val_loss: 0.0311641 | Time: 6484.35 ms [2022-03-22 21:42:32 main:574] : INFO : Epoch 1841 | loss: 0.0311497 | val_loss: 0.0311627 | Time: 6471.35 ms [2022-03-22 21:42:40 main:574] : INFO : Epoch 1842 | loss: 0.0311473 | val_loss: 0.0311628 | Time: 7246.52 ms [2022-03-22 21:42:46 main:574] : INFO : Epoch 1843 | loss: 0.0311445 | val_loss: 0.0311619 | Time: 6674.44 ms [2022-03-22 21:42:53 main:574] : INFO : Epoch 1844 | loss: 0.031142 | val_loss: 0.0311612 | Time: 7115.8 ms [2022-03-22 21:43:00 main:574] : INFO : Epoch 1845 | loss: 0.031141 | val_loss: 0.0311593 | Time: 6782.22 ms [2022-03-22 21:43:07 main:574] : INFO : Epoch 1846 | loss: 0.0311424 | val_loss: 0.0311609 | Time: 6640.18 ms [2022-03-22 21:43:14 main:574] : INFO : Epoch 1847 | loss: 0.0311428 | val_loss: 0.0311584 | Time: 7015.4 ms [2022-03-22 21:43:21 main:574] : INFO : Epoch 1848 | loss: 0.0311431 | val_loss: 0.0311621 | Time: 6706.39 ms [2022-03-22 21:43:28 main:574] : INFO : Epoch 1849 | loss: 0.0311428 | val_loss: 0.0311588 | Time: 7361.49 ms [2022-03-22 21:43:34 main:574] : INFO : Epoch 1850 | loss: 0.0311427 | val_loss: 0.0311594 | Time: 6554.47 ms [2022-03-22 21:43:41 main:574] : INFO : Epoch 1851 | loss: 0.031145 | val_loss: 0.0311637 | Time: 6526.99 ms [2022-03-22 21:43:48 main:574] : INFO : Epoch 1852 | loss: 0.0311426 | val_loss: 0.0311575 | Time: 7019.4 ms [2022-03-22 21:43:55 main:574] : INFO : Epoch 1853 | loss: 0.0311425 | val_loss: 0.0311582 | Time: 6607.76 ms [2022-03-22 21:44:02 main:574] : INFO : Epoch 1854 | loss: 0.031139 | val_loss: 0.0311649 | Time: 6942.27 ms [2022-03-22 21:44:09 main:574] : INFO : Epoch 1855 | loss: 0.0311385 | val_loss: 0.0311615 | Time: 6966.91 ms [2022-03-22 21:44:15 main:574] : INFO : Epoch 1856 | loss: 0.0311387 | val_loss: 0.0311578 | Time: 6489.07 ms [2022-03-22 21:44:22 main:574] : INFO : Epoch 1857 | loss: 0.0311423 | val_loss: 0.0311578 | Time: 6990.64 ms [2022-03-22 21:44:29 main:574] : INFO : Epoch 1858 | loss: 0.0311396 | val_loss: 0.0311582 | Time: 6658.16 ms [2022-03-22 21:44:35 main:574] : INFO : Epoch 1859 | loss: 0.0311344 | val_loss: 0.0311618 | Time: 6588.85 ms [2022-03-22 21:44:42 main:574] : INFO : Epoch 1860 | loss: 0.0311346 | val_loss: 0.0311603 | Time: 6946.8 ms [2022-03-22 21:44:49 main:574] : INFO : Epoch 1861 | loss: 0.0311342 | val_loss: 0.0311609 | Time: 6648.6 ms [2022-03-22 21:44:56 main:574] : INFO : Epoch 1862 | loss: 0.031134 | val_loss: 0.031162 | Time: 6981.73 ms [2022-03-22 21:45:02 main:574] : INFO : Epoch 1863 | loss: 0.031137 | val_loss: 0.0311631 | Time: 6536.32 ms [2022-03-22 21:45:09 main:574] : INFO : Epoch 1864 | loss: 0.0311377 | val_loss: 0.0311612 | Time: 6704.38 ms [2022-03-22 21:45:16 main:574] : INFO : Epoch 1865 | loss: 0.0311351 | val_loss: 0.0311631 | Time: 6988.66 ms [2022-03-22 21:45:23 main:574] : INFO : Epoch 1866 | loss: 0.0311321 | val_loss: 0.0311593 | Time: 6524.87 ms [2022-03-22 21:45:30 main:574] : INFO : Epoch 1867 | loss: 0.0311324 | val_loss: 0.0311595 | Time: 6848.62 ms [2022-03-22 21:45:36 main:574] : INFO : Epoch 1868 | loss: 0.0311346 | val_loss: 0.031164 | Time: 6818.53 ms [2022-03-22 21:45:43 main:574] : INFO : Epoch 1869 | loss: 0.0311335 | val_loss: 0.0311583 | Time: 6578.7 ms [2022-03-22 21:45:50 main:574] : INFO : Epoch 1870 | loss: 0.0311312 | val_loss: 0.031159 | Time: 7281.46 ms [2022-03-22 21:45:57 main:574] : INFO : Epoch 1871 | loss: 0.0311303 | val_loss: 0.031159 | Time: 6636.1 ms [2022-03-22 21:46:03 main:574] : INFO : Epoch 1872 | loss: 0.0311315 | val_loss: 0.0311635 | Time: 6536.55 ms [2022-03-22 21:46:11 main:574] : INFO : Epoch 1873 | loss: 0.0311327 | val_loss: 0.0311625 | Time: 7089.91 ms [2022-03-22 21:46:17 main:574] : INFO : Epoch 1874 | loss: 0.0311325 | val_loss: 0.0311592 | Time: 6531.99 ms [2022-03-22 21:46:24 main:574] : INFO : Epoch 1875 | loss: 0.0311287 | val_loss: 0.0311588 | Time: 6860.52 ms [2022-03-22 21:46:31 main:574] : INFO : Epoch 1876 | loss: 0.0311289 | val_loss: 0.0311595 | Time: 6716.09 ms [2022-03-22 21:46:37 main:574] : INFO : Epoch 1877 | loss: 0.03113 | val_loss: 0.0311642 | Time: 6514.56 ms [2022-03-22 21:46:44 main:574] : INFO : Epoch 1878 | loss: 0.0311296 | val_loss: 0.0311621 | Time: 6952.56 ms [2022-03-22 21:46:51 main:574] : INFO : Epoch 1879 | loss: 0.0311312 | val_loss: 0.0311624 | Time: 6757.64 ms [2022-03-22 21:46:58 main:574] : INFO : Epoch 1880 | loss: 0.0311295 | val_loss: 0.0311607 | Time: 6764.95 ms [2022-03-22 21:47:04 main:574] : INFO : Epoch 1881 | loss: 0.0311318 | val_loss: 0.0311625 | Time: 6737.54 ms [2022-03-22 21:47:11 main:574] : INFO : Epoch 1882 | loss: 0.0311311 | val_loss: 0.0311566 | Time: 6858.56 ms [2022-03-22 21:47:18 main:574] : INFO : Epoch 1883 | loss: 0.0311278 | val_loss: 0.0311559 | Time: 7011.09 ms [2022-03-22 21:47:25 main:574] : INFO : Epoch 1884 | loss: 0.0311275 | val_loss: 0.0311657 | Time: 6506.97 ms [2022-03-22 21:47:32 main:574] : INFO : Epoch 1885 | loss: 0.031129 | val_loss: 0.0311626 | Time: 6863.53 ms [2022-03-22 21:47:39 main:574] : INFO : Epoch 1886 | loss: 0.0311291 | val_loss: 0.0311653 | Time: 6788.54 ms [2022-03-22 21:47:45 main:574] : INFO : Epoch 1887 | loss: 0.0311311 | val_loss: 0.0311596 | Time: 6410.03 ms [2022-03-22 21:47:52 main:574] : INFO : Epoch 1888 | loss: 0.0311394 | val_loss: 0.0311599 | Time: 7112.16 ms [2022-03-22 21:47:59 main:574] : INFO : Epoch 1889 | loss: 0.0311393 | val_loss: 0.0311579 | Time: 6667.52 ms [2022-03-22 21:48:05 main:574] : INFO : Epoch 1890 | loss: 0.0311392 | val_loss: 0.0311587 | Time: 6619.51 ms [2022-03-22 21:48:12 main:574] : INFO : Epoch 1891 | loss: 0.0311344 | val_loss: 0.0311563 | Time: 6982.61 ms [2022-03-22 21:48:19 main:574] : INFO : Epoch 1892 | loss: 0.031134 | val_loss: 0.0311574 | Time: 6841.1 ms [2022-03-22 21:48:26 main:574] : INFO : Epoch 1893 | loss: 0.0311364 | val_loss: 0.0311585 | Time: 6793.68 ms [2022-03-22 21:48:33 main:574] : INFO : Epoch 1894 | loss: 0.0311372 | val_loss: 0.0311576 | Time: 6695.49 ms [2022-03-22 21:48:40 main:574] : INFO : Epoch 1895 | loss: 0.0311406 | val_loss: 0.0311646 | Time: 6729.65 ms [2022-03-22 21:48:47 main:574] : INFO : Epoch 1896 | loss: 0.0311402 | val_loss: 0.0311597 | Time: 7058.75 ms [2022-03-22 21:48:53 main:574] : INFO : Epoch 1897 | loss: 0.0311374 | val_loss: 0.0311579 | Time: 6420.86 ms [2022-03-22 21:49:00 main:574] : INFO : Epoch 1898 | loss: 0.0311369 | val_loss: 0.0311567 | Time: 7017.76 ms [2022-03-22 21:49:07 main:574] : INFO : Epoch 1899 | loss: 0.0311341 | val_loss: 0.0311557 | Time: 6803.3 ms [2022-03-22 21:49:13 main:574] : INFO : Epoch 1900 | loss: 0.0311318 | val_loss: 0.0311555 | Time: 6598.87 ms [2022-03-22 21:49:21 main:574] : INFO : Epoch 1901 | loss: 0.0311314 | val_loss: 0.0311546 | Time: 7351.38 ms [2022-03-22 21:49:27 main:574] : INFO : Epoch 1902 | loss: 0.0311308 | val_loss: 0.0311554 | Time: 6572.87 ms [2022-03-22 21:49:34 main:574] : INFO : Epoch 1903 | loss: 0.0311282 | val_loss: 0.0311546 | Time: 6764.74 ms [2022-03-22 21:49:41 main:574] : INFO : Epoch 1904 | loss: 0.0311287 | val_loss: 0.0311584 | Time: 7134.84 ms [2022-03-22 21:49:48 main:574] : INFO : Epoch 1905 | loss: 0.0311266 | val_loss: 0.0311572 | Time: 6691.34 ms [2022-03-22 21:49:55 main:574] : INFO : Epoch 1906 | loss: 0.0311256 | val_loss: 0.0311578 | Time: 6951.05 ms [2022-03-22 21:50:02 main:574] : INFO : Epoch 1907 | loss: 0.0311319 | val_loss: 0.0311565 | Time: 6571.62 ms [2022-03-22 21:50:08 main:574] : INFO : Epoch 1908 | loss: 0.031133 | val_loss: 0.0311533 | Time: 6525.46 ms [2022-03-22 21:50:15 main:574] : INFO : Epoch 1909 | loss: 0.031128 | val_loss: 0.0311538 | Time: 6883.52 ms [2022-03-22 21:50:22 main:574] : INFO : Epoch 1910 | loss: 0.0311268 | val_loss: 0.0311543 | Time: 6669.83 ms [2022-03-22 21:50:28 main:574] : INFO : Epoch 1911 | loss: 0.0311277 | val_loss: 0.0311572 | Time: 6716.88 ms [2022-03-22 21:50:35 main:574] : INFO : Epoch 1912 | loss: 0.0311271 | val_loss: 0.0311569 | Time: 6710.74 ms [2022-03-22 21:50:42 main:574] : INFO : Epoch 1913 | loss: 0.0311272 | val_loss: 0.0311592 | Time: 6603.09 ms [2022-03-22 21:50:49 main:574] : INFO : Epoch 1914 | loss: 0.0311288 | val_loss: 0.0311539 | Time: 7104.06 ms [2022-03-22 21:50:55 main:574] : INFO : Epoch 1915 | loss: 0.0311263 | val_loss: 0.0311536 | Time: 6478.37 ms [2022-03-22 21:51:02 main:574] : INFO : Epoch 1916 | loss: 0.0311253 | val_loss: 0.0311576 | Time: 6642.01 ms [2022-03-22 21:51:09 main:574] : INFO : Epoch 1917 | loss: 0.0311241 | val_loss: 0.031159 | Time: 7042.14 ms [2022-03-22 21:51:16 main:574] : INFO : Epoch 1918 | loss: 0.031125 | val_loss: 0.0311562 | Time: 6521.58 ms [2022-03-22 21:51:22 main:574] : INFO : Epoch 1919 | loss: 0.0311261 | val_loss: 0.031159 | Time: 6767.89 ms [2022-03-22 21:51:29 main:574] : INFO : Epoch 1920 | loss: 0.0311276 | val_loss: 0.0311548 | Time: 6858.96 ms [2022-03-22 21:51:36 main:574] : INFO : Epoch 1921 | loss: 0.0311277 | val_loss: 0.0311529 | Time: 6508.16 ms [2022-03-22 21:51:43 main:574] : INFO : Epoch 1922 | loss: 0.0311264 | val_loss: 0.0311543 | Time: 6859.23 ms [2022-03-22 21:51:49 main:574] : INFO : Epoch 1923 | loss: 0.0311243 | val_loss: 0.0311557 | Time: 6774.96 ms [2022-03-22 21:51:56 main:574] : INFO : Epoch 1924 | loss: 0.0311231 | val_loss: 0.0311578 | Time: 6665.55 ms [2022-03-22 21:52:03 main:574] : INFO : Epoch 1925 | loss: 0.031123 | val_loss: 0.0311559 | Time: 6664.02 ms [2022-03-22 21:52:09 main:574] : INFO : Epoch 1926 | loss: 0.0311217 | val_loss: 0.0311567 | Time: 6712.18 ms [2022-03-22 21:52:16 main:574] : INFO : Epoch 1927 | loss: 0.0311217 | val_loss: 0.0311591 | Time: 6986.56 ms [2022-03-22 21:52:23 main:574] : INFO : Epoch 1928 | loss: 0.0311226 | val_loss: 0.0311568 | Time: 6381.14 ms [2022-03-22 21:52:30 main:574] : INFO : Epoch 1929 | loss: 0.0311231 | val_loss: 0.0311602 | Time: 6952.44 ms [2022-03-22 21:52:37 main:574] : INFO : Epoch 1930 | loss: 0.0311227 | val_loss: 0.0311564 | Time: 6730.88 ms [2022-03-22 21:52:43 main:574] : INFO : Epoch 1931 | loss: 0.0311222 | val_loss: 0.0311553 | Time: 6561.22 ms [2022-03-22 21:52:50 main:574] : INFO : Epoch 1932 | loss: 0.0311211 | val_loss: 0.0311588 | Time: 6886.54 ms [2022-03-22 21:52:57 main:574] : INFO : Epoch 1933 | loss: 0.0311211 | val_loss: 0.031153 | Time: 6731.68 ms [2022-03-22 21:53:03 main:574] : INFO : Epoch 1934 | loss: 0.0311197 | val_loss: 0.031158 | Time: 6668.51 ms [2022-03-22 21:53:11 main:574] : INFO : Epoch 1935 | loss: 0.0311193 | val_loss: 0.0311555 | Time: 7406.86 ms [2022-03-22 21:53:17 main:574] : INFO : Epoch 1936 | loss: 0.031118 | val_loss: 0.0311586 | Time: 6613.58 ms [2022-03-22 21:53:24 main:574] : INFO : Epoch 1937 | loss: 0.0311162 | val_loss: 0.0311607 | Time: 6849.03 ms [2022-03-22 21:53:31 main:574] : INFO : Epoch 1938 | loss: 0.0311172 | val_loss: 0.0311594 | Time: 7094.76 ms [2022-03-22 21:53:38 main:574] : INFO : Epoch 1939 | loss: 0.0311179 | val_loss: 0.0311573 | Time: 6591.8 ms [2022-03-22 21:53:45 main:574] : INFO : Epoch 1940 | loss: 0.0311205 | val_loss: 0.0311667 | Time: 6990.28 ms [2022-03-22 21:53:52 main:574] : INFO : Epoch 1941 | loss: 0.0311264 | val_loss: 0.0311683 | Time: 6742.36 ms [2022-03-22 21:53:59 main:574] : INFO : Epoch 1942 | loss: 0.0311268 | val_loss: 0.0311528 | Time: 7035.79 ms [2022-03-22 21:54:06 main:574] : INFO : Epoch 1943 | loss: 0.0311204 | val_loss: 0.0311603 | Time: 6867.8 ms [2022-03-22 21:54:12 main:574] : INFO : Epoch 1944 | loss: 0.0311216 | val_loss: 0.0311525 | Time: 6539.44 ms [2022-03-22 21:54:20 main:574] : INFO : Epoch 1945 | loss: 0.0311196 | val_loss: 0.0311633 | Time: 7270.26 ms [2022-03-22 21:54:26 main:574] : INFO : Epoch 1946 | loss: 0.031123 | val_loss: 0.0311557 | Time: 6604.92 ms [2022-03-22 21:54:33 main:574] : INFO : Epoch 1947 | loss: 0.0311201 | val_loss: 0.0311541 | Time: 6802.66 ms [2022-03-22 21:54:40 main:574] : INFO : Epoch 1948 | loss: 0.0311212 | val_loss: 0.0311553 | Time: 7068.78 ms [2022-03-22 21:54:47 main:574] : INFO : Epoch 1949 | loss: 0.0311218 | val_loss: 0.0311558 | Time: 6561.76 ms [2022-03-22 21:54:54 main:574] : INFO : Epoch 1950 | loss: 0.0311213 | val_loss: 0.0311536 | Time: 6890.06 ms [2022-03-22 21:55:01 main:574] : INFO : Epoch 1951 | loss: 0.0311237 | val_loss: 0.0311523 | Time: 6961.98 ms [2022-03-22 21:55:07 main:574] : INFO : Epoch 1952 | loss: 0.0311209 | val_loss: 0.0311564 | Time: 6524.82 ms [2022-03-22 21:55:14 main:574] : INFO : Epoch 1953 | loss: 0.0311203 | val_loss: 0.0311596 | Time: 6863.42 ms [2022-03-22 21:55:21 main:574] : INFO : Epoch 1954 | loss: 0.0311237 | val_loss: 0.031155 | Time: 6712.79 ms [2022-03-22 21:55:27 main:574] : INFO : Epoch 1955 | loss: 0.0311257 | val_loss: 0.0311554 | Time: 6799.19 ms [2022-03-22 21:55:34 main:574] : INFO : Epoch 1956 | loss: 0.0311233 | val_loss: 0.0311553 | Time: 6882.97 ms [2022-03-22 21:55:41 main:574] : INFO : Epoch 1957 | loss: 0.031122 | val_loss: 0.03115 | Time: 6813.96 ms [2022-03-22 21:55:48 main:574] : INFO : Epoch 1958 | loss: 0.0311211 | val_loss: 0.0311569 | Time: 7005.38 ms [2022-03-22 21:55:55 main:574] : INFO : Epoch 1959 | loss: 0.031121 | val_loss: 0.0311539 | Time: 6604.85 ms [2022-03-22 21:56:02 main:574] : INFO : Epoch 1960 | loss: 0.0311217 | val_loss: 0.0311619 | Time: 7427.17 ms [2022-03-22 21:56:14 main:574] : INFO : Epoch 1961 | loss: 0.0311201 | val_loss: 0.0311541 | Time: 11735.5 ms [2022-03-22 21:56:33 main:574] : INFO : Epoch 1962 | loss: 0.0311231 | val_loss: 0.0311595 | Time: 19030.3 ms [2022-03-22 21:56:39 main:574] : INFO : Epoch 1963 | loss: 0.0311228 | val_loss: 0.0311559 | Time: 6065.21 ms [2022-03-22 21:56:45 main:574] : INFO : Epoch 1964 | loss: 0.0311177 | val_loss: 0.0311586 | Time: 6037.28 ms [2022-03-22 21:56:52 main:574] : INFO : Epoch 1965 | loss: 0.0311188 | val_loss: 0.0311555 | Time: 6718.91 ms [2022-03-22 21:56:58 main:574] : INFO : Epoch 1966 | loss: 0.0311195 | val_loss: 0.031151 | Time: 6361.78 ms [2022-03-22 21:57:05 main:574] : INFO : Epoch 1967 | loss: 0.0311166 | val_loss: 0.0311569 | Time: 6393.01 ms [2022-03-22 21:57:12 main:574] : INFO : Epoch 1968 | loss: 0.031118 | val_loss: 0.0311608 | Time: 6933.7 ms [2022-03-22 21:57:18 main:574] : INFO : Epoch 1969 | loss: 0.031125 | val_loss: 0.0311543 | Time: 6268.09 ms [2022-03-22 21:57:24 main:574] : INFO : Epoch 1970 | loss: 0.0311182 | val_loss: 0.0311537 | Time: 6437.73 ms [2022-03-22 21:57:31 main:574] : INFO : Epoch 1971 | loss: 0.031115 | val_loss: 0.0311561 | Time: 6772.51 ms [2022-03-22 21:57:38 main:574] : INFO : Epoch 1972 | loss: 0.0311167 | val_loss: 0.0311532 | Time: 6548.31 ms [2022-03-22 21:57:44 main:574] : INFO : Epoch 1973 | loss: 0.0311148 | val_loss: 0.031152 | Time: 6776.79 ms [2022-03-22 21:57:51 main:574] : INFO : Epoch 1974 | loss: 0.0311142 | val_loss: 0.0311546 | Time: 6555.55 ms [2022-03-22 21:57:58 main:574] : INFO : Epoch 1975 | loss: 0.0311143 | val_loss: 0.0311545 | Time: 6625.92 ms [2022-03-22 21:58:04 main:574] : INFO : Epoch 1976 | loss: 0.0311138 | val_loss: 0.0311613 | Time: 6554.67 ms [2022-03-22 21:58:11 main:574] : INFO : Epoch 1977 | loss: 0.0311161 | val_loss: 0.0311548 | Time: 6425.56 ms [2022-03-22 21:58:17 main:574] : INFO : Epoch 1978 | loss: 0.0311137 | val_loss: 0.0311588 | Time: 6491.13 ms [2022-03-22 21:58:24 main:574] : INFO : Epoch 1979 | loss: 0.0311137 | val_loss: 0.0311573 | Time: 6719.89 ms [2022-03-22 21:58:31 main:574] : INFO : Epoch 1980 | loss: 0.0311182 | val_loss: 0.0311522 | Time: 6886.6 ms [2022-03-22 21:58:37 main:574] : INFO : Epoch 1981 | loss: 0.0311189 | val_loss: 0.0311549 | Time: 6647.44 ms [2022-03-22 21:58:44 main:574] : INFO : Epoch 1982 | loss: 0.031115 | val_loss: 0.0311506 | Time: 6528.04 ms [2022-03-22 21:58:51 main:574] : INFO : Epoch 1983 | loss: 0.0311127 | val_loss: 0.031152 | Time: 6710.04 ms [2022-03-22 21:58:57 main:574] : INFO : Epoch 1984 | loss: 0.0311102 | val_loss: 0.0311565 | Time: 6657.68 ms [2022-03-22 21:59:04 main:574] : INFO : Epoch 1985 | loss: 0.0311154 | val_loss: 0.0311532 | Time: 6291.73 ms [2022-03-22 21:59:11 main:574] : INFO : Epoch 1986 | loss: 0.0311144 | val_loss: 0.0311525 | Time: 6961.25 ms [2022-03-22 21:59:17 main:574] : INFO : Epoch 1987 | loss: 0.0311157 | val_loss: 0.0311578 | Time: 6407.41 ms [2022-03-22 21:59:24 main:574] : INFO : Epoch 1988 | loss: 0.0311206 | val_loss: 0.031154 | Time: 6574.63 ms [2022-03-22 21:59:30 main:574] : INFO : Epoch 1989 | loss: 0.0311181 | val_loss: 0.0311581 | Time: 6694.53 ms [2022-03-22 21:59:37 main:574] : INFO : Epoch 1990 | loss: 0.031114 | val_loss: 0.0311563 | Time: 6418.67 ms [2022-03-22 21:59:43 main:574] : INFO : Epoch 1991 | loss: 0.0311246 | val_loss: 0.0311543 | Time: 6437.19 ms [2022-03-22 21:59:50 main:574] : INFO : Epoch 1992 | loss: 0.0311245 | val_loss: 0.0311532 | Time: 6856.89 ms [2022-03-22 21:59:56 main:574] : INFO : Epoch 1993 | loss: 0.0311208 | val_loss: 0.0311548 | Time: 6288.22 ms [2022-03-22 22:00:03 main:574] : INFO : Epoch 1994 | loss: 0.0311166 | val_loss: 0.0311521 | Time: 6876.76 ms [2022-03-22 22:00:10 main:574] : INFO : Epoch 1995 | loss: 0.0311147 | val_loss: 0.0311523 | Time: 6381.89 ms [2022-03-22 22:00:16 main:574] : INFO : Epoch 1996 | loss: 0.0311155 | val_loss: 0.0311536 | Time: 6422.08 ms [2022-03-22 22:00:23 main:574] : INFO : Epoch 1997 | loss: 0.0311121 | val_loss: 0.0311559 | Time: 6618 ms [2022-03-22 22:00:29 main:574] : INFO : Epoch 1998 | loss: 0.0311146 | val_loss: 0.0311525 | Time: 6363.29 ms [2022-03-22 22:00:36 main:574] : INFO : Epoch 1999 | loss: 0.0311171 | val_loss: 0.0311515 | Time: 6589.99 ms [2022-03-22 22:00:42 main:574] : INFO : Epoch 2000 | loss: 0.0311171 | val_loss: 0.0311553 | Time: 6556.93 ms [2022-03-22 22:00:49 main:574] : INFO : Epoch 2001 | loss: 0.0311179 | val_loss: 0.0311575 | Time: 6367.86 ms [2022-03-22 22:00:56 main:574] : INFO : Epoch 2002 | loss: 0.0311178 | val_loss: 0.0311545 | Time: 6908.76 ms [2022-03-22 22:01:02 main:574] : INFO : Epoch 2003 | loss: 0.0311212 | val_loss: 0.031152 | Time: 6619.86 ms [2022-03-22 22:01:09 main:574] : INFO : Epoch 2004 | loss: 0.0311212 | val_loss: 0.0311577 | Time: 6429.47 ms [2022-03-22 22:01:15 main:574] : INFO : Epoch 2005 | loss: 0.031116 | val_loss: 0.0311558 | Time: 6702.34 ms [2022-03-22 22:01:22 main:574] : INFO : Epoch 2006 | loss: 0.0311217 | val_loss: 0.0311559 | Time: 6589.07 ms [2022-03-22 22:01:28 main:574] : INFO : Epoch 2007 | loss: 0.0311241 | val_loss: 0.0311564 | Time: 6591.35 ms [2022-03-22 22:01:35 main:574] : INFO : Epoch 2008 | loss: 0.0311333 | val_loss: 0.0311574 | Time: 6406.25 ms [2022-03-22 22:01:41 main:574] : INFO : Epoch 2009 | loss: 0.0311278 | val_loss: 0.0311556 | Time: 6540.12 ms [2022-03-22 22:01:48 main:574] : INFO : Epoch 2010 | loss: 0.0311226 | val_loss: 0.0311538 | Time: 6748.49 ms [2022-03-22 22:01:55 main:574] : INFO : Epoch 2011 | loss: 0.0311207 | val_loss: 0.0311599 | Time: 6278.46 ms [2022-03-22 22:02:01 main:574] : INFO : Epoch 2012 | loss: 0.0311205 | val_loss: 0.0311528 | Time: 6836.73 ms [2022-03-22 22:02:08 main:574] : INFO : Epoch 2013 | loss: 0.0311215 | val_loss: 0.0311578 | Time: 6522.52 ms [2022-03-22 22:02:14 main:574] : INFO : Epoch 2014 | loss: 0.0311196 | val_loss: 0.0311572 | Time: 6458.33 ms [2022-03-22 22:02:21 main:574] : INFO : Epoch 2015 | loss: 0.0311177 | val_loss: 0.031156 | Time: 6982.86 ms [2022-03-22 22:02:28 main:574] : INFO : Epoch 2016 | loss: 0.0311193 | val_loss: 0.0311506 | Time: 6554.72 ms [2022-03-22 22:02:34 main:574] : INFO : Epoch 2017 | loss: 0.0311181 | val_loss: 0.0311484 | Time: 6337.59 ms [2022-03-22 22:02:41 main:574] : INFO : Epoch 2018 | loss: 0.0311182 | val_loss: 0.0311564 | Time: 6908.36 ms [2022-03-22 22:02:47 main:574] : INFO : Epoch 2019 | loss: 0.0311186 | val_loss: 0.0311512 | Time: 6325.6 ms [2022-03-22 22:02:54 main:574] : INFO : Epoch 2020 | loss: 0.0311197 | val_loss: 0.0311549 | Time: 6578.56 ms [2022-03-22 22:03:01 main:574] : INFO : Epoch 2021 | loss: 0.0311163 | val_loss: 0.0311525 | Time: 6732.4 ms [2022-03-22 22:03:07 main:574] : INFO : Epoch 2022 | loss: 0.0311181 | val_loss: 0.031153 | Time: 6241.18 ms [2022-03-22 22:03:13 main:574] : INFO : Epoch 2023 | loss: 0.0311195 | val_loss: 0.0311537 | Time: 6376.86 ms [2022-03-22 22:03:20 main:574] : INFO : Epoch 2024 | loss: 0.0311209 | val_loss: 0.0311595 | Time: 6681.58 ms [2022-03-22 22:03:27 main:574] : INFO : Epoch 2025 | loss: 0.031121 | val_loss: 0.0311563 | Time: 6919.18 ms [2022-03-22 22:03:34 main:574] : INFO : Epoch 2026 | loss: 0.0311203 | val_loss: 0.0311589 | Time: 6465.62 ms [2022-03-22 22:03:40 main:574] : INFO : Epoch 2027 | loss: 0.0311502 | val_loss: 0.0311729 | Time: 6390.46 ms [2022-03-22 22:03:46 main:574] : INFO : Epoch 2028 | loss: 0.031158 | val_loss: 0.0311565 | Time: 6428.22 ms [2022-03-22 22:03:53 main:574] : INFO : Epoch 2029 | loss: 0.0311475 | val_loss: 0.0311517 | Time: 6698.28 ms [2022-03-22 22:03:59 main:574] : INFO : Epoch 2030 | loss: 0.0311415 | val_loss: 0.0311574 | Time: 6231.39 ms [2022-03-22 22:04:07 main:574] : INFO : Epoch 2031 | loss: 0.0311427 | val_loss: 0.0311593 | Time: 7205.25 ms [2022-03-22 22:04:13 main:574] : INFO : Epoch 2032 | loss: 0.0311402 | val_loss: 0.0311629 | Time: 6524.23 ms [2022-03-22 22:04:20 main:574] : INFO : Epoch 2033 | loss: 0.0311363 | val_loss: 0.0311597 | Time: 6637.42 ms [2022-03-22 22:04:26 main:574] : INFO : Epoch 2034 | loss: 0.031134 | val_loss: 0.0311585 | Time: 6645.32 ms [2022-03-22 22:04:33 main:574] : INFO : Epoch 2035 | loss: 0.0311324 | val_loss: 0.0311537 | Time: 6444.1 ms [2022-03-22 22:04:39 main:574] : INFO : Epoch 2036 | loss: 0.0311324 | val_loss: 0.0311621 | Time: 6504.52 ms [2022-03-22 22:04:46 main:574] : INFO : Epoch 2037 | loss: 0.0311348 | val_loss: 0.0311589 | Time: 6433.68 ms [2022-03-22 22:04:52 main:574] : INFO : Epoch 2038 | loss: 0.0311417 | val_loss: 0.0311571 | Time: 6573.45 ms [2022-03-22 22:04:59 main:574] : INFO : Epoch 2039 | loss: 0.0311406 | val_loss: 0.0311558 | Time: 6800.23 ms [2022-03-22 22:05:06 main:574] : INFO : Epoch 2040 | loss: 0.0311358 | val_loss: 0.0311548 | Time: 6301.22 ms [2022-03-22 22:05:12 main:574] : INFO : Epoch 2041 | loss: 0.0311326 | val_loss: 0.0311526 | Time: 6582.51 ms [2022-03-22 22:05:19 main:574] : INFO : Epoch 2042 | loss: 0.0311308 | val_loss: 0.0311523 | Time: 6418.63 ms [2022-03-22 22:05:25 main:574] : INFO : Epoch 2043 | loss: 0.0311288 | val_loss: 0.0311505 | Time: 6359.12 ms [2022-03-22 22:05:32 main:574] : INFO : Epoch 2044 | loss: 0.0311261 | val_loss: 0.0311494 | Time: 6802.92 ms [2022-03-22 22:05:38 main:574] : INFO : Epoch 2045 | loss: 0.0311246 | val_loss: 0.0311515 | Time: 6566.35 ms [2022-03-22 22:05:45 main:574] : INFO : Epoch 2046 | loss: 0.0311232 | val_loss: 0.0311532 | Time: 6307.9 ms [2022-03-22 22:05:51 main:574] : INFO : Epoch 2047 | loss: 0.0311237 | val_loss: 0.0311534 | Time: 6885.46 ms [2022-03-22 22:05:58 main:574] : INFO : Epoch 2048 | loss: 0.0311233 | val_loss: 0.0311537 | Time: 6458.73 ms [2022-03-22 22:05:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311537 [2022-03-22 22:05:58 main:603] : INFO : Saving end state to config to file [2022-03-22 22:05:58 main:608] : INFO : Success, exiting.. 22:05:58 (22852): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)