Task 9942489
| Name | ParityModified-1638632112-28646-2-0_0 |
| Workunit | 7325723 |
| Created | 17 Dec 2021, 21:26:53 UTC |
| Sent | 25 Dec 2021, 0:25:59 UTC |
| Report deadline | 2 Jan 2022, 0:25:59 UTC |
| Received | 30 Dec 2021, 0:05:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6741 |
| Run time | 4 hours 22 min 59 sec |
| CPU time | 3 hours 42 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 786.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.31 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311329 | val_loss: 0.0311416 | Time: 7025.36 ms [2021-12-30 07:52:29 main:574] : INFO : Epoch 1543 | loss: 0.0311337 | val_loss: 0.0311403 | Time: 6949.95 ms [2021-12-30 07:52:36 main:574] : INFO : Epoch 1544 | loss: 0.0311341 | val_loss: 0.0311417 | Time: 6954.71 ms [2021-12-30 07:52:43 main:574] : INFO : Epoch 1545 | loss: 0.0311349 | val_loss: 0.0311417 | Time: 7022.81 ms [2021-12-30 07:52:50 main:574] : INFO : Epoch 1546 | loss: 0.0311342 | val_loss: 0.0311409 | Time: 6943.14 ms [2021-12-30 07:52:57 main:574] : INFO : Epoch 1547 | loss: 0.0311339 | val_loss: 0.0311421 | Time: 6976.41 ms [2021-12-30 07:53:05 main:574] : INFO : Epoch 1548 | loss: 0.0311332 | val_loss: 0.0311401 | Time: 7198.35 ms [2021-12-30 07:53:12 main:574] : INFO : Epoch 1549 | loss: 0.0311323 | val_loss: 0.0311408 | Time: 6972.49 ms [2021-12-30 07:53:20 main:574] : INFO : Epoch 1550 | loss: 0.0311309 | val_loss: 0.0311392 | Time: 8505.2 ms [2021-12-30 07:53:58 main:574] : INFO : Epoch 1551 | loss: 0.0311309 | val_loss: 0.0311408 | Time: 37880.8 ms [2021-12-30 07:54:05 main:574] : INFO : Epoch 1552 | loss: 0.0311304 | val_loss: 0.0311406 | Time: 7022.49 ms [2021-12-30 07:54:12 main:574] : INFO : Epoch 1553 | loss: 0.0311303 | val_loss: 0.0311408 | Time: 6894.23 ms [2021-12-30 07:54:20 main:574] : INFO : Epoch 1554 | loss: 0.031129 | val_loss: 0.0311419 | Time: 7354.36 ms [2021-12-30 07:54:27 main:574] : INFO : Epoch 1555 | loss: 0.0311288 | val_loss: 0.0311391 | Time: 7083.45 ms [2021-12-30 07:54:34 main:574] : INFO : Epoch 1556 | loss: 0.0311299 | val_loss: 0.0311439 | Time: 6926.53 ms [2021-12-30 07:54:41 main:574] : INFO : Epoch 1557 | loss: 0.0311295 | val_loss: 0.031141 | Time: 7184.11 ms [2021-12-30 07:54:48 main:574] : INFO : Epoch 1558 | loss: 0.0311279 | val_loss: 0.0311396 | Time: 7407.54 ms [2021-12-30 07:55:57 main:574] : INFO : Epoch 1559 | loss: 0.0311268 | val_loss: 0.0311409 | Time: 68452.2 ms [2021-12-30 07:56:04 main:574] : INFO : Epoch 1560 | loss: 0.0311267 | val_loss: 0.0311387 | Time: 7616.16 ms [2021-12-30 07:56:11 main:574] : INFO : Epoch 1561 | loss: 0.031127 | val_loss: 0.0311402 | Time: 6945.95 ms [2021-12-30 07:56:18 main:574] : INFO : Epoch 1562 | loss: 0.0311258 | val_loss: 0.0311403 | Time: 6963.01 ms [2021-12-30 07:56:25 main:574] : INFO : Epoch 1563 | loss: 0.0311276 | val_loss: 0.0311417 | Time: 6937.19 ms [2021-12-30 07:56:32 main:574] : INFO : Epoch 1564 | loss: 0.0311274 | val_loss: 0.0311402 | Time: 6893.07 ms [2021-12-30 07:56:39 main:574] : INFO : Epoch 1565 | loss: 0.0311273 | val_loss: 0.0311427 | Time: 6914.58 ms [2021-12-30 07:56:46 main:574] : INFO : Epoch 1566 | loss: 0.0311277 | val_loss: 0.031142 | Time: 6976.07 ms [2021-12-30 07:56:53 main:574] : INFO : Epoch 1567 | loss: 0.031127 | val_loss: 0.0311423 | Time: 7065.93 ms [2021-12-30 07:57:01 main:574] : INFO : Epoch 1568 | loss: 0.031127 | val_loss: 0.0311415 | Time: 7428.99 ms [2021-12-30 07:57:07 main:574] : INFO : Epoch 1569 | loss: 0.0311262 | val_loss: 0.0311431 | Time: 6915.8 ms [2021-12-30 07:57:15 main:574] : INFO : Epoch 1570 | loss: 0.0311295 | val_loss: 0.0311427 | Time: 7026.43 ms [2021-12-30 07:57:22 main:574] : INFO : Epoch 1571 | loss: 0.0311364 | val_loss: 0.0311463 | Time: 6894.92 ms [2021-12-30 07:57:28 main:574] : INFO : Epoch 1572 | loss: 0.0311354 | val_loss: 0.0311463 | Time: 6896.92 ms [2021-12-30 07:57:35 main:574] : INFO : Epoch 1573 | loss: 0.0311306 | val_loss: 0.0311466 | Time: 7035.26 ms [2021-12-30 07:57:42 main:574] : INFO : Epoch 1574 | loss: 0.0311316 | val_loss: 0.0311425 | Time: 6892.47 ms [2021-12-30 07:57:49 main:574] : INFO : Epoch 1575 | loss: 0.0311325 | val_loss: 0.0311443 | Time: 6980.27 ms [2021-12-30 07:57:56 main:574] : INFO : Epoch 1576 | loss: 0.0311293 | val_loss: 0.031145 | Time: 6903.89 ms [2021-12-30 07:58:03 main:574] : INFO : Epoch 1577 | loss: 0.0311289 | val_loss: 0.031147 | Time: 7025.22 ms [2021-12-30 07:58:10 main:574] : INFO : Epoch 1578 | loss: 0.0311273 | val_loss: 0.0311446 | Time: 6955.46 ms [2021-12-30 07:58:17 main:574] : INFO : Epoch 1579 | loss: 0.031127 | val_loss: 0.0311437 | Time: 6940.12 ms [2021-12-30 07:58:24 main:574] : INFO : Epoch 1580 | loss: 0.0311273 | val_loss: 0.0311414 | Time: 6997.02 ms [2021-12-30 07:59:04 main:574] : INFO : Epoch 1581 | loss: 0.0311266 | val_loss: 0.0311411 | Time: 39731.1 ms [2021-12-30 07:59:11 main:574] : INFO : Epoch 1582 | loss: 0.0311247 | val_loss: 0.0311404 | Time: 7191.07 ms [2021-12-30 07:59:19 main:574] : INFO : Epoch 1583 | loss: 0.0311285 | val_loss: 0.0311493 | Time: 7296.64 ms [2021-12-30 07:59:26 main:574] : INFO : Epoch 1584 | loss: 0.0311336 | val_loss: 0.0311451 | Time: 7198.07 ms [2021-12-30 07:59:43 main:574] : INFO : Epoch 1585 | loss: 0.0311328 | val_loss: 0.0311476 | Time: 17522.9 ms [2021-12-30 07:59:51 main:574] : INFO : Epoch 1586 | loss: 0.0311303 | val_loss: 0.0311443 | Time: 7243.57 ms [2021-12-30 07:59:58 main:574] : INFO : Epoch 1587 | loss: 0.0311298 | val_loss: 0.0311448 | Time: 7647.13 ms [2021-12-30 08:00:06 main:574] : INFO : Epoch 1588 | loss: 0.0311294 | val_loss: 0.0311422 | Time: 7217.59 ms [2021-12-30 08:00:12 main:574] : INFO : Epoch 1589 | loss: 0.0311281 | val_loss: 0.0311411 | Time: 6900.07 ms [2021-12-30 08:00:19 main:574] : INFO : Epoch 1590 | loss: 0.0311317 | val_loss: 0.0311468 | Time: 6914.94 ms [2021-12-30 08:00:27 main:574] : INFO : Epoch 1591 | loss: 0.0311312 | val_loss: 0.031145 | Time: 7098.8 ms [2021-12-30 08:00:34 main:574] : INFO : Epoch 1592 | loss: 0.0311306 | val_loss: 0.0311419 | Time: 6949.39 ms [2021-12-30 08:00:41 main:574] : INFO : Epoch 1593 | loss: 0.0311296 | val_loss: 0.0311393 | Time: 7126.23 ms [2021-12-30 08:00:48 main:574] : INFO : Epoch 1594 | loss: 0.0311292 | val_loss: 0.0311415 | Time: 7212.15 ms [2021-12-30 08:00:55 main:574] : INFO : Epoch 1595 | loss: 0.0311316 | val_loss: 0.031146 | Time: 6945.66 ms [2021-12-30 08:01:02 main:574] : INFO : Epoch 1596 | loss: 0.0311328 | val_loss: 0.0311514 | Time: 6972.25 ms [2021-12-30 08:01:09 main:574] : INFO : Epoch 1597 | loss: 0.0311302 | val_loss: 0.0311426 | Time: 7211.84 ms [2021-12-30 08:01:16 main:574] : INFO : Epoch 1598 | loss: 0.0311284 | val_loss: 0.0311434 | Time: 6957.38 ms [2021-12-30 08:01:23 main:574] : INFO : Epoch 1599 | loss: 0.0311291 | val_loss: 0.0311434 | Time: 6915.59 ms [2021-12-30 08:01:30 main:574] : INFO : Epoch 1600 | loss: 0.0311278 | val_loss: 0.0311414 | Time: 6919.3 ms [2021-12-30 08:01:37 main:574] : INFO : Epoch 1601 | loss: 0.0311276 | val_loss: 0.0311412 | Time: 6903.16 ms [2021-12-30 08:01:44 main:574] : INFO : Epoch 1602 | loss: 0.0311272 | val_loss: 0.0311411 | Time: 6953.78 ms [2021-12-30 08:01:51 main:574] : INFO : Epoch 1603 | loss: 0.031128 | val_loss: 0.031143 | Time: 6966.02 ms [2021-12-30 08:01:58 main:574] : INFO : Epoch 1604 | loss: 0.0311294 | val_loss: 0.0311401 | Time: 6993.53 ms [2021-12-30 08:02:05 main:574] : INFO : Epoch 1605 | loss: 0.0311286 | val_loss: 0.0311432 | Time: 7329.31 ms [2021-12-30 08:02:12 main:574] : INFO : Epoch 1606 | loss: 0.0311271 | val_loss: 0.0311421 | Time: 7072.94 ms [2021-12-30 08:02:19 main:574] : INFO : Epoch 1607 | loss: 0.0311265 | val_loss: 0.0311405 | Time: 6957.88 ms [2021-12-30 08:02:26 main:574] : INFO : Epoch 1608 | loss: 0.0311248 | val_loss: 0.0311403 | Time: 6988.58 ms [2021-12-30 08:02:33 main:574] : INFO : Epoch 1609 | loss: 0.031124 | val_loss: 0.0311394 | Time: 6936.24 ms [2021-12-30 08:02:40 main:574] : INFO : Epoch 1610 | loss: 0.0311246 | val_loss: 0.0311408 | Time: 7055.73 ms [2021-12-30 08:02:47 main:574] : INFO : Epoch 1611 | loss: 0.0311267 | val_loss: 0.0311404 | Time: 6890.22 ms [2021-12-30 08:02:54 main:574] : INFO : Epoch 1612 | loss: 0.0311279 | val_loss: 0.0311415 | Time: 6947.59 ms [2021-12-30 08:03:01 main:574] : INFO : Epoch 1613 | loss: 0.0311267 | val_loss: 0.0311445 | Time: 6939.12 ms [2021-12-30 08:03:08 main:574] : INFO : Epoch 1614 | loss: 0.0311264 | val_loss: 0.031143 | Time: 6963.39 ms [2021-12-30 08:03:15 main:574] : INFO : Epoch 1615 | loss: 0.031129 | val_loss: 0.0311428 | Time: 7247.42 ms [2021-12-30 08:03:22 main:574] : INFO : Epoch 1616 | loss: 0.0311273 | val_loss: 0.0311445 | Time: 6992.86 ms [2021-12-30 08:03:29 main:574] : INFO : Epoch 1617 | loss: 0.0311281 | val_loss: 0.0311406 | Time: 6922.87 ms [2021-12-30 08:03:37 main:574] : INFO : Epoch 1618 | loss: 0.0311262 | val_loss: 0.0311423 | Time: 7769.87 ms [2021-12-30 08:04:17 main:574] : INFO : Epoch 1619 | loss: 0.0311253 | val_loss: 0.0311399 | Time: 39347.3 ms [2021-12-30 08:04:25 main:574] : INFO : Epoch 1620 | loss: 0.0311239 | val_loss: 0.0311409 | Time: 8141.35 ms [2021-12-30 08:04:32 main:574] : INFO : Epoch 1621 | loss: 0.0311241 | val_loss: 0.0311418 | Time: 6961.92 ms [2021-12-30 08:04:39 main:574] : INFO : Epoch 1622 | loss: 0.0311254 | val_loss: 0.0311419 | Time: 6882.56 ms [2021-12-30 08:04:46 main:574] : INFO : Epoch 1623 | loss: 0.0311237 | val_loss: 0.031141 | Time: 7007.41 ms [2021-12-30 08:04:53 main:574] : INFO : Epoch 1624 | loss: 0.0311258 | val_loss: 0.0311396 | Time: 6979.82 ms [2021-12-30 08:05:00 main:574] : INFO : Epoch 1625 | loss: 0.0311251 | val_loss: 0.0311442 | Time: 6890.05 ms [2021-12-30 08:05:07 main:574] : INFO : Epoch 1626 | loss: 0.0311264 | val_loss: 0.031141 | Time: 6923.82 ms [2021-12-30 08:05:13 main:574] : INFO : Epoch 1627 | loss: 0.0311268 | val_loss: 0.0311407 | Time: 6896.33 ms [2021-12-30 08:05:21 main:574] : INFO : Epoch 1628 | loss: 0.0311259 | val_loss: 0.0311418 | Time: 7188.41 ms [2021-12-30 08:05:28 main:574] : INFO : Epoch 1629 | loss: 0.0311254 | val_loss: 0.0311411 | Time: 7270.12 ms [2021-12-30 08:05:35 main:574] : INFO : Epoch 1630 | loss: 0.0311242 | val_loss: 0.0311418 | Time: 6904.78 ms [2021-12-30 08:05:42 main:574] : INFO : Epoch 1631 | loss: 0.031125 | val_loss: 0.0311403 | Time: 6889.61 ms [2021-12-30 08:05:49 main:574] : INFO : Epoch 1632 | loss: 0.0311241 | val_loss: 0.0311418 | Time: 6975.52 ms [2021-12-30 08:05:56 main:574] : INFO : Epoch 1633 | loss: 0.0311237 | val_loss: 0.031142 | Time: 6998.03 ms [2021-12-30 08:06:03 main:574] : INFO : Epoch 1634 | loss: 0.0311256 | val_loss: 0.03114 | Time: 7267.86 ms [2021-12-30 08:06:10 main:574] : INFO : Epoch 1635 | loss: 0.0311248 | val_loss: 0.0311405 | Time: 6986.4 ms [2021-12-30 08:06:17 main:574] : INFO : Epoch 1636 | loss: 0.0311265 | val_loss: 0.0311431 | Time: 7068.19 ms [2021-12-30 08:06:24 main:574] : INFO : Epoch 1637 | loss: 0.031127 | val_loss: 0.0311437 | Time: 6874.94 ms [2021-12-30 08:06:31 main:574] : INFO : Epoch 1638 | loss: 0.0311271 | val_loss: 0.0311473 | Time: 6930.64 ms [2021-12-30 08:06:38 main:574] : INFO : Epoch 1639 | loss: 0.0311262 | val_loss: 0.0311404 | Time: 6895.09 ms [2021-12-30 08:06:45 main:574] : INFO : Epoch 1640 | loss: 0.0311283 | val_loss: 0.0311439 | Time: 7146.77 ms [2021-12-30 08:06:52 main:574] : INFO : Epoch 1641 | loss: 0.0311259 | val_loss: 0.0311416 | Time: 6955.83 ms [2021-12-30 08:06:59 main:574] : INFO : Epoch 1642 | loss: 0.031127 | val_loss: 0.0311434 | Time: 6909.24 ms [2021-12-30 08:07:06 main:574] : INFO : Epoch 1643 | loss: 0.0311301 | val_loss: 0.0311453 | Time: 7157.52 ms [2021-12-30 08:07:13 main:574] : INFO : Epoch 1644 | loss: 0.0311299 | val_loss: 0.0311428 | Time: 7190.54 ms [2021-12-30 08:07:20 main:574] : INFO : Epoch 1645 | loss: 0.0311316 | val_loss: 0.0311431 | Time: 6943.74 ms [2021-12-30 08:07:27 main:574] : INFO : Epoch 1646 | loss: 0.0311307 | val_loss: 0.0311439 | Time: 6973.14 ms [2021-12-30 08:07:34 main:574] : INFO : Epoch 1647 | loss: 0.0311293 | val_loss: 0.0311459 | Time: 6953.33 ms [2021-12-30 08:07:41 main:574] : INFO : Epoch 1648 | loss: 0.0311281 | val_loss: 0.0311452 | Time: 6995.5 ms [2021-12-30 08:07:48 main:574] : INFO : Epoch 1649 | loss: 0.0311278 | val_loss: 0.0311443 | Time: 6942.41 ms [2021-12-30 08:07:55 main:574] : INFO : Epoch 1650 | loss: 0.0311265 | val_loss: 0.0311456 | Time: 7099.91 ms [2021-12-30 08:08:02 main:574] : INFO : Epoch 1651 | loss: 0.031129 | val_loss: 0.0311463 | Time: 6990.81 ms [2021-12-30 08:08:09 main:574] : INFO : Epoch 1652 | loss: 0.0311295 | val_loss: 0.0311462 | Time: 6926.93 ms [2021-12-30 08:08:16 main:574] : INFO : Epoch 1653 | loss: 0.0311308 | val_loss: 0.0311464 | Time: 6983.21 ms [2021-12-30 08:08:23 main:574] : INFO : Epoch 1654 | loss: 0.0311291 | val_loss: 0.031147 | Time: 6898.22 ms [2021-12-30 08:08:30 main:574] : INFO : Epoch 1655 | loss: 0.0311275 | val_loss: 0.031144 | Time: 6945.77 ms [2021-12-30 08:08:37 main:574] : INFO : Epoch 1656 | loss: 0.0311264 | val_loss: 0.0311436 | Time: 6952.53 ms [2021-12-30 08:08:44 main:574] : INFO : Epoch 1657 | loss: 0.0311248 | val_loss: 0.0311452 | Time: 6952.37 ms [2021-12-30 08:09:24 main:574] : INFO : Epoch 1658 | loss: 0.0311249 | val_loss: 0.0311431 | Time: 39681.1 ms [2021-12-30 08:09:31 main:574] : INFO : Epoch 1659 | loss: 0.0311254 | val_loss: 0.0311402 | Time: 6820.6 ms [2021-12-30 08:09:38 main:574] : INFO : Epoch 1660 | loss: 0.0311249 | val_loss: 0.0311427 | Time: 6983.75 ms [2021-12-30 08:09:46 main:574] : INFO : Epoch 1661 | loss: 0.031127 | val_loss: 0.0311401 | Time: 7622.26 ms [2021-12-30 08:10:44 main:574] : INFO : Epoch 1662 | loss: 0.0311275 | val_loss: 0.0311406 | Time: 58517.7 ms [2021-12-30 08:10:51 main:574] : INFO : Epoch 1663 | loss: 0.0311268 | val_loss: 0.0311411 | Time: 6687.16 ms [2021-12-30 08:10:58 main:574] : INFO : Epoch 1664 | loss: 0.0311237 | val_loss: 0.0311411 | Time: 6788.33 ms [2021-12-30 08:11:05 main:574] : INFO : Epoch 1665 | loss: 0.0311243 | val_loss: 0.0311401 | Time: 6956.45 ms [2021-12-30 08:11:12 main:574] : INFO : Epoch 1666 | loss: 0.031123 | val_loss: 0.0311395 | Time: 6897.23 ms [2021-12-30 08:11:19 main:574] : INFO : Epoch 1667 | loss: 0.0311226 | val_loss: 0.0311415 | Time: 7043.02 ms [2021-12-30 08:11:26 main:574] : INFO : Epoch 1668 | loss: 0.0311233 | val_loss: 0.0311395 | Time: 6941 ms [2021-12-30 08:11:33 main:574] : INFO : Epoch 1669 | loss: 0.0311228 | val_loss: 0.0311398 | Time: 6928.96 ms [2021-12-30 08:11:39 main:574] : INFO : Epoch 1670 | loss: 0.0311218 | val_loss: 0.0311413 | Time: 6896.49 ms [2021-12-30 08:11:47 main:574] : INFO : Epoch 1671 | loss: 0.0311224 | val_loss: 0.0311429 | Time: 7107.91 ms [2021-12-30 08:11:54 main:574] : INFO : Epoch 1672 | loss: 0.031122 | val_loss: 0.031139 | Time: 6967.38 ms [2021-12-30 08:12:01 main:574] : INFO : Epoch 1673 | loss: 0.0311204 | val_loss: 0.0311403 | Time: 7483.85 ms [2021-12-30 08:12:08 main:574] : INFO : Epoch 1674 | loss: 0.0311223 | val_loss: 0.0311403 | Time: 6884.49 ms [2021-12-30 08:12:15 main:574] : INFO : Epoch 1675 | loss: 0.031122 | val_loss: 0.0311427 | Time: 6905.38 ms [2021-12-30 08:12:22 main:574] : INFO : Epoch 1676 | loss: 0.0311215 | val_loss: 0.0311419 | Time: 6894.08 ms [2021-12-30 08:12:29 main:574] : INFO : Epoch 1677 | loss: 0.0311217 | val_loss: 0.0311404 | Time: 6937.94 ms [2021-12-30 08:12:36 main:574] : INFO : Epoch 1678 | loss: 0.0311225 | val_loss: 0.0311393 | Time: 6931.89 ms [2021-12-30 08:12:43 main:574] : INFO : Epoch 1679 | loss: 0.0311232 | val_loss: 0.0311427 | Time: 6903.9 ms [2021-12-30 08:12:50 main:574] : INFO : Epoch 1680 | loss: 0.0311283 | val_loss: 0.0311412 | Time: 7032.32 ms [2021-12-30 08:12:57 main:574] : INFO : Epoch 1681 | loss: 0.0311284 | val_loss: 0.0311397 | Time: 6928.94 ms [2021-12-30 08:13:04 main:574] : INFO : Epoch 1682 | loss: 0.031128 | val_loss: 0.0311402 | Time: 6908.4 ms [2021-12-30 08:13:11 main:574] : INFO : Epoch 1683 | loss: 0.0311263 | val_loss: 0.0311424 | Time: 7119.47 ms [2021-12-30 08:13:18 main:574] : INFO : Epoch 1684 | loss: 0.0311246 | val_loss: 0.0311413 | Time: 7152.03 ms [2021-12-30 08:13:25 main:574] : INFO : Epoch 1685 | loss: 0.0311227 | val_loss: 0.0311418 | Time: 6933.31 ms [2021-12-30 08:13:32 main:574] : INFO : Epoch 1686 | loss: 0.031123 | val_loss: 0.0311422 | Time: 6873.9 ms [2021-12-30 08:13:39 main:574] : INFO : Epoch 1687 | loss: 0.0311234 | val_loss: 0.0311389 | Time: 7011.56 ms [2021-12-30 08:13:46 main:574] : INFO : Epoch 1688 | loss: 0.0311244 | val_loss: 0.0311418 | Time: 7351.24 ms [2021-12-30 08:13:53 main:574] : INFO : Epoch 1689 | loss: 0.0311283 | val_loss: 0.031138 | Time: 6890.58 ms [2021-12-30 08:14:03 main:574] : INFO : Epoch 1690 | loss: 0.0311293 | val_loss: 0.03114 | Time: 9817.62 ms [2021-12-30 08:14:41 main:574] : INFO : Epoch 1691 | loss: 0.0311275 | val_loss: 0.0311371 | Time: 37513.2 ms [2021-12-30 08:14:47 main:574] : INFO : Epoch 1692 | loss: 0.0311261 | val_loss: 0.0311395 | Time: 6838.75 ms [2021-12-30 08:14:54 main:574] : INFO : Epoch 1693 | loss: 0.0311243 | val_loss: 0.0311374 | Time: 7054.68 ms [2021-12-30 08:15:02 main:574] : INFO : Epoch 1694 | loss: 0.0311246 | val_loss: 0.0311393 | Time: 7193.02 ms [2021-12-30 08:15:09 main:574] : INFO : Epoch 1695 | loss: 0.0311244 | val_loss: 0.031138 | Time: 6901.44 ms [2021-12-30 08:15:16 main:574] : INFO : Epoch 1696 | loss: 0.0311225 | val_loss: 0.031138 | Time: 6929.81 ms [2021-12-30 08:15:23 main:574] : INFO : Epoch 1697 | loss: 0.0311229 | val_loss: 0.0311409 | Time: 6933.81 ms [2021-12-30 08:15:30 main:574] : INFO : Epoch 1698 | loss: 0.0311242 | val_loss: 0.0311389 | Time: 7358.1 ms [2021-12-30 08:15:37 main:574] : INFO : Epoch 1699 | loss: 0.0311243 | val_loss: 0.0311425 | Time: 7012.44 ms [2021-12-30 08:15:44 main:574] : INFO : Epoch 1700 | loss: 0.0311245 | val_loss: 0.0311394 | Time: 6881.1 ms [2021-12-30 08:15:51 main:574] : INFO : Epoch 1701 | loss: 0.0311218 | val_loss: 0.0311388 | Time: 7026.56 ms [2021-12-30 08:15:58 main:574] : INFO : Epoch 1702 | loss: 0.0311211 | val_loss: 0.0311396 | Time: 6912.45 ms [2021-12-30 08:16:05 main:574] : INFO : Epoch 1703 | loss: 0.0311203 | val_loss: 0.0311417 | Time: 7192.42 ms [2021-12-30 08:16:12 main:574] : INFO : Epoch 1704 | loss: 0.0311209 | val_loss: 0.0311393 | Time: 6961.53 ms [2021-12-30 08:16:19 main:574] : INFO : Epoch 1705 | loss: 0.0311218 | val_loss: 0.0311374 | Time: 6886.08 ms [2021-12-30 08:16:26 main:574] : INFO : Epoch 1706 | loss: 0.0311216 | val_loss: 0.031141 | Time: 6984.22 ms [2021-12-30 08:16:33 main:574] : INFO : Epoch 1707 | loss: 0.0311211 | val_loss: 0.0311477 | Time: 6896.3 ms [2021-12-30 08:16:40 main:574] : INFO : Epoch 1708 | loss: 0.0311209 | val_loss: 0.0311539 | Time: 6975.53 ms [2021-12-30 08:16:47 main:574] : INFO : Epoch 1709 | loss: 0.0311228 | val_loss: 0.0311406 | Time: 6906.04 ms [2021-12-30 08:16:54 main:574] : INFO : Epoch 1710 | loss: 0.0311192 | val_loss: 0.0311397 | Time: 7285.07 ms [2021-12-30 08:17:01 main:574] : INFO : Epoch 1711 | loss: 0.0311202 | val_loss: 0.0311382 | Time: 7198.16 ms [2021-12-30 08:17:08 main:574] : INFO : Epoch 1712 | loss: 0.0311218 | val_loss: 0.0311395 | Time: 6880.42 ms [2021-12-30 08:17:15 main:574] : INFO : Epoch 1713 | loss: 0.0311258 | val_loss: 0.0311383 | Time: 7007.49 ms [2021-12-30 08:17:22 main:574] : INFO : Epoch 1714 | loss: 0.0311256 | val_loss: 0.0311391 | Time: 7035.79 ms [2021-12-30 08:17:29 main:574] : INFO : Epoch 1715 | loss: 0.0311241 | val_loss: 0.0311382 | Time: 7075.65 ms [2021-12-30 08:17:36 main:574] : INFO : Epoch 1716 | loss: 0.0311227 | val_loss: 0.031138 | Time: 7011.88 ms [2021-12-30 08:17:43 main:574] : INFO : Epoch 1717 | loss: 0.0311213 | val_loss: 0.0311378 | Time: 6895.5 ms [2021-12-30 08:17:50 main:574] : INFO : Epoch 1718 | loss: 0.0311229 | val_loss: 0.0311369 | Time: 6888.2 ms [2021-12-30 08:17:57 main:574] : INFO : Epoch 1719 | loss: 0.0311233 | val_loss: 0.0311396 | Time: 6937.81 ms [2021-12-30 08:18:04 main:574] : INFO : Epoch 1720 | loss: 0.0311218 | val_loss: 0.0311413 | Time: 7066.4 ms [2021-12-30 08:18:12 main:574] : INFO : Epoch 1721 | loss: 0.0311215 | val_loss: 0.0311415 | Time: 7262.69 ms [2021-12-30 08:18:19 main:574] : INFO : Epoch 1722 | loss: 0.0311216 | val_loss: 0.0311427 | Time: 7168.89 ms [2021-12-30 08:18:26 main:574] : INFO : Epoch 1723 | loss: 0.0311227 | val_loss: 0.0311405 | Time: 6917.64 ms [2021-12-30 08:18:33 main:574] : INFO : Epoch 1724 | loss: 0.0311212 | val_loss: 0.0311401 | Time: 7025.68 ms [2021-12-30 08:18:40 main:574] : INFO : Epoch 1725 | loss: 0.0311222 | val_loss: 0.0311415 | Time: 6888.06 ms [2021-12-30 08:18:47 main:574] : INFO : Epoch 1726 | loss: 0.0311297 | val_loss: 0.0311451 | Time: 6909.59 ms [2021-12-30 08:18:54 main:574] : INFO : Epoch 1727 | loss: 0.0311275 | val_loss: 0.0311437 | Time: 6915.26 ms [2021-12-30 08:19:01 main:574] : INFO : Epoch 1728 | loss: 0.0311285 | val_loss: 0.0311478 | Time: 7267.08 ms [2021-12-30 08:19:09 main:574] : INFO : Epoch 1729 | loss: 0.0311252 | val_loss: 0.0311445 | Time: 8343.71 ms [2021-12-30 08:19:48 main:574] : INFO : Epoch 1730 | loss: 0.0311257 | val_loss: 0.0311447 | Time: 38645.6 ms [2021-12-30 08:19:55 main:574] : INFO : Epoch 1731 | loss: 0.0311266 | val_loss: 0.0311496 | Time: 6938.71 ms [2021-12-30 08:20:02 main:574] : INFO : Epoch 1732 | loss: 0.031131 | val_loss: 0.0311446 | Time: 7223.65 ms [2021-12-30 08:20:09 main:574] : INFO : Epoch 1733 | loss: 0.0311312 | val_loss: 0.0311438 | Time: 7054.17 ms [2021-12-30 08:20:16 main:574] : INFO : Epoch 1734 | loss: 0.0311332 | val_loss: 0.0311437 | Time: 6924.94 ms [2021-12-30 08:20:24 main:574] : INFO : Epoch 1735 | loss: 0.031132 | val_loss: 0.0311395 | Time: 7399.42 ms [2021-12-30 08:20:31 main:574] : INFO : Epoch 1736 | loss: 0.0311333 | val_loss: 0.0311458 | Time: 6980.67 ms [2021-12-30 08:20:38 main:574] : INFO : Epoch 1737 | loss: 0.0311444 | val_loss: 0.0311466 | Time: 7294.45 ms [2021-12-30 08:20:45 main:574] : INFO : Epoch 1738 | loss: 0.0311415 | val_loss: 0.0311464 | Time: 6955.82 ms [2021-12-30 08:20:52 main:574] : INFO : Epoch 1739 | loss: 0.0311356 | val_loss: 0.0311468 | Time: 7013.72 ms [2021-12-30 08:20:59 main:574] : INFO : Epoch 1740 | loss: 0.0311345 | val_loss: 0.0311453 | Time: 7200.82 ms [2021-12-30 08:21:06 main:574] : INFO : Epoch 1741 | loss: 0.0311335 | val_loss: 0.031143 | Time: 6896.76 ms [2021-12-30 08:21:13 main:574] : INFO : Epoch 1742 | loss: 0.031133 | val_loss: 0.0311434 | Time: 6965.47 ms [2021-12-30 08:21:20 main:574] : INFO : Epoch 1743 | loss: 0.0311297 | val_loss: 0.0311428 | Time: 6888.44 ms [2021-12-30 08:21:27 main:574] : INFO : Epoch 1744 | loss: 0.0311311 | val_loss: 0.0311483 | Time: 6899.83 ms [2021-12-30 08:21:34 main:574] : INFO : Epoch 1745 | loss: 0.0311313 | val_loss: 0.0311417 | Time: 6956.23 ms [2021-12-30 08:21:41 main:574] : INFO : Epoch 1746 | loss: 0.03113 | val_loss: 0.0311436 | Time: 6876.27 ms [2021-12-30 08:21:48 main:574] : INFO : Epoch 1747 | loss: 0.0311294 | val_loss: 0.0311425 | Time: 6962.42 ms [2021-12-30 08:21:55 main:574] : INFO : Epoch 1748 | loss: 0.0311292 | val_loss: 0.0311405 | Time: 7009.08 ms [2021-12-30 08:22:02 main:574] : INFO : Epoch 1749 | loss: 0.0311295 | val_loss: 0.0311408 | Time: 7519.83 ms [2021-12-30 08:22:10 main:574] : INFO : Epoch 1750 | loss: 0.0311275 | val_loss: 0.0311415 | Time: 7298.18 ms [2021-12-30 08:22:17 main:574] : INFO : Epoch 1751 | loss: 0.0311257 | val_loss: 0.0311417 | Time: 6913.81 ms [2021-12-30 08:22:24 main:574] : INFO : Epoch 1752 | loss: 0.0311265 | val_loss: 0.0311459 | Time: 6916.64 ms [2021-12-30 08:22:31 main:574] : INFO : Epoch 1753 | loss: 0.0311296 | val_loss: 0.0311472 | Time: 6993.26 ms [2021-12-30 08:22:38 main:574] : INFO : Epoch 1754 | loss: 0.0311291 | val_loss: 0.0311407 | Time: 6918.34 ms [2021-12-30 08:22:45 main:574] : INFO : Epoch 1755 | loss: 0.0311252 | val_loss: 0.03114 | Time: 7049.62 ms [2021-12-30 08:22:52 main:574] : INFO : Epoch 1756 | loss: 0.0311237 | val_loss: 0.0311413 | Time: 6946.68 ms [2021-12-30 08:22:59 main:574] : INFO : Epoch 1757 | loss: 0.0311242 | val_loss: 0.0311383 | Time: 7178.26 ms [2021-12-30 08:23:06 main:574] : INFO : Epoch 1758 | loss: 0.0311256 | val_loss: 0.0311451 | Time: 7217.81 ms [2021-12-30 08:23:13 main:574] : INFO : Epoch 1759 | loss: 0.031126 | val_loss: 0.0311407 | Time: 6977.78 ms [2021-12-30 08:23:20 main:574] : INFO : Epoch 1760 | loss: 0.0311242 | val_loss: 0.0311397 | Time: 7044.41 ms [2021-12-30 08:23:27 main:574] : INFO : Epoch 1761 | loss: 0.0311238 | val_loss: 0.0311394 | Time: 6927.67 ms [2021-12-30 08:23:34 main:574] : INFO : Epoch 1762 | loss: 0.0311234 | val_loss: 0.0311396 | Time: 6949.23 ms [2021-12-30 08:23:41 main:574] : INFO : Epoch 1763 | loss: 0.0311227 | val_loss: 0.0311383 | Time: 6874.03 ms [2021-12-30 08:23:48 main:574] : INFO : Epoch 1764 | loss: 0.0311213 | val_loss: 0.0311395 | Time: 6962.39 ms [2021-12-30 08:23:55 main:574] : INFO : Epoch 1765 | loss: 0.0311226 | val_loss: 0.0311395 | Time: 7151.92 ms [2021-12-30 08:24:02 main:574] : INFO : Epoch 1766 | loss: 0.0311224 | val_loss: 0.0311399 | Time: 7155.01 ms [2021-12-30 08:24:09 main:574] : INFO : Epoch 1767 | loss: 0.0311232 | val_loss: 0.0311375 | Time: 6886.29 ms [2021-12-30 08:24:17 main:574] : INFO : Epoch 1768 | loss: 0.0311232 | val_loss: 0.0311383 | Time: 7996.87 ms [2021-12-30 08:25:38 main:574] : INFO : Epoch 1769 | loss: 0.0311215 | val_loss: 0.0311373 | Time: 80434.1 ms [2021-12-30 08:25:44 main:574] : INFO : Epoch 1770 | loss: 0.0311214 | val_loss: 0.0311378 | Time: 6639.61 ms [2021-12-30 08:25:52 main:574] : INFO : Epoch 1771 | loss: 0.0311217 | val_loss: 0.0311385 | Time: 7158.51 ms [2021-12-30 08:25:59 main:574] : INFO : Epoch 1772 | loss: 0.0311232 | val_loss: 0.0311442 | Time: 6866.29 ms [2021-12-30 08:26:06 main:574] : INFO : Epoch 1773 | loss: 0.0311222 | val_loss: 0.0311412 | Time: 7008.84 ms [2021-12-30 08:26:13 main:574] : INFO : Epoch 1774 | loss: 0.0311214 | val_loss: 0.031141 | Time: 7122.5 ms [2021-12-30 08:26:20 main:574] : INFO : Epoch 1775 | loss: 0.0311208 | val_loss: 0.0311397 | Time: 6916.64 ms [2021-12-30 08:26:27 main:574] : INFO : Epoch 1776 | loss: 0.0311205 | val_loss: 0.0311381 | Time: 6961.55 ms [2021-12-30 08:26:34 main:574] : INFO : Epoch 1777 | loss: 0.03112 | val_loss: 0.0311378 | Time: 6953.83 ms [2021-12-30 08:26:41 main:574] : INFO : Epoch 1778 | loss: 0.0311198 | val_loss: 0.0311373 | Time: 6945.9 ms [2021-12-30 08:26:47 main:574] : INFO : Epoch 1779 | loss: 0.0311196 | val_loss: 0.0311389 | Time: 6945.55 ms [2021-12-30 08:26:54 main:574] : INFO : Epoch 1780 | loss: 0.0311198 | val_loss: 0.0311391 | Time: 6931.62 ms [2021-12-30 08:27:02 main:574] : INFO : Epoch 1781 | loss: 0.0311209 | val_loss: 0.03114 | Time: 7388.73 ms [2021-12-30 08:27:09 main:574] : INFO : Epoch 1782 | loss: 0.0311218 | val_loss: 0.0311401 | Time: 6896.83 ms [2021-12-30 08:27:16 main:574] : INFO : Epoch 1783 | loss: 0.0311232 | val_loss: 0.0311406 | Time: 6945.42 ms [2021-12-30 08:27:23 main:574] : INFO : Epoch 1784 | loss: 0.0311238 | val_loss: 0.0311421 | Time: 7243.31 ms [2021-12-30 08:27:30 main:574] : INFO : Epoch 1785 | loss: 0.0311231 | val_loss: 0.0311406 | Time: 6897.93 ms [2021-12-30 08:27:37 main:574] : INFO : Epoch 1786 | loss: 0.0311202 | val_loss: 0.0311404 | Time: 6935.36 ms [2021-12-30 08:27:44 main:574] : INFO : Epoch 1787 | loss: 0.0311213 | val_loss: 0.0311386 | Time: 6860.67 ms [2021-12-30 08:27:51 main:574] : INFO : Epoch 1788 | loss: 0.0311229 | val_loss: 0.0311394 | Time: 7025.09 ms [2021-12-30 08:27:58 main:574] : INFO : Epoch 1789 | loss: 0.0311269 | val_loss: 0.0311378 | Time: 6967.83 ms [2021-12-30 08:28:05 main:574] : INFO : Epoch 1790 | loss: 0.031127 | val_loss: 0.0311375 | Time: 6902.31 ms [2021-12-30 08:28:12 main:574] : INFO : Epoch 1791 | loss: 0.0311232 | val_loss: 0.0311347 | Time: 7201.22 ms [2021-12-30 08:28:19 main:574] : INFO : Epoch 1792 | loss: 0.0311214 | val_loss: 0.0311374 | Time: 7112.61 ms [2021-12-30 08:28:26 main:574] : INFO : Epoch 1793 | loss: 0.031123 | val_loss: 0.03114 | Time: 6968.62 ms [2021-12-30 08:28:33 main:574] : INFO : Epoch 1794 | loss: 0.0311234 | val_loss: 0.031141 | Time: 6969.59 ms [2021-12-30 08:28:40 main:574] : INFO : Epoch 1795 | loss: 0.0311226 | val_loss: 0.0311424 | Time: 7046.73 ms [2021-12-30 08:28:47 main:574] : INFO : Epoch 1796 | loss: 0.0311272 | val_loss: 0.0311382 | Time: 7030.61 ms [2021-12-30 08:28:54 main:574] : INFO : Epoch 1797 | loss: 0.031126 | val_loss: 0.0311387 | Time: 6911.03 ms [2021-12-30 08:29:01 main:574] : INFO : Epoch 1798 | loss: 0.0311246 | val_loss: 0.0311383 | Time: 6977.23 ms [2021-12-30 08:29:08 main:574] : INFO : Epoch 1799 | loss: 0.0311242 | val_loss: 0.0311393 | Time: 6899.96 ms [2021-12-30 08:29:15 main:574] : INFO : Epoch 1800 | loss: 0.031124 | val_loss: 0.0311413 | Time: 6972.36 ms [2021-12-30 08:29:22 main:574] : INFO : Epoch 1801 | loss: 0.031126 | val_loss: 0.0311421 | Time: 7354.51 ms [2021-12-30 08:29:32 main:574] : INFO : Epoch 1802 | loss: 0.031124 | val_loss: 0.0311383 | Time: 9503.56 ms [2021-12-30 08:30:10 main:574] : INFO : Epoch 1803 | loss: 0.031122 | val_loss: 0.0311405 | Time: 38496.5 ms [2021-12-30 08:30:17 main:574] : INFO : Epoch 1804 | loss: 0.0311227 | val_loss: 0.0311367 | Time: 6978.03 ms [2021-12-30 08:30:25 main:574] : INFO : Epoch 1805 | loss: 0.0311221 | val_loss: 0.0311385 | Time: 7086.64 ms [2021-12-30 08:30:32 main:574] : INFO : Epoch 1806 | loss: 0.0311213 | val_loss: 0.0311409 | Time: 6944.67 ms [2021-12-30 08:30:39 main:574] : INFO : Epoch 1807 | loss: 0.0311218 | val_loss: 0.0311411 | Time: 7395.97 ms [2021-12-30 08:30:46 main:574] : INFO : Epoch 1808 | loss: 0.0311241 | val_loss: 0.0311417 | Time: 7116.9 ms [2021-12-30 08:30:53 main:574] : INFO : Epoch 1809 | loss: 0.0311233 | val_loss: 0.0311367 | Time: 6948.55 ms [2021-12-30 08:31:00 main:574] : INFO : Epoch 1810 | loss: 0.0311243 | val_loss: 0.031138 | Time: 6940.35 ms [2021-12-30 08:31:07 main:574] : INFO : Epoch 1811 | loss: 0.0311252 | val_loss: 0.0311407 | Time: 6954.73 ms [2021-12-30 08:31:14 main:574] : INFO : Epoch 1812 | loss: 0.0311259 | val_loss: 0.0311363 | Time: 6937.03 ms [2021-12-30 08:31:21 main:574] : INFO : Epoch 1813 | loss: 0.0311244 | val_loss: 0.031143 | Time: 6990.69 ms [2021-12-30 08:31:28 main:574] : INFO : Epoch 1814 | loss: 0.0311258 | val_loss: 0.0311409 | Time: 6975.26 ms [2021-12-30 08:31:35 main:574] : INFO : Epoch 1815 | loss: 0.0311217 | val_loss: 0.0311373 | Time: 6864.36 ms [2021-12-30 08:31:42 main:574] : INFO : Epoch 1816 | loss: 0.0311213 | val_loss: 0.0311345 | Time: 7039.54 ms [2021-12-30 08:31:49 main:574] : INFO : Epoch 1817 | loss: 0.0311231 | val_loss: 0.0311379 | Time: 7163.96 ms [2021-12-30 08:31:57 main:574] : INFO : Epoch 1818 | loss: 0.0311206 | val_loss: 0.0311352 | Time: 7303.5 ms [2021-12-30 08:32:04 main:574] : INFO : Epoch 1819 | loss: 0.0311225 | val_loss: 0.0311369 | Time: 7095.29 ms [2021-12-30 08:32:11 main:574] : INFO : Epoch 1820 | loss: 0.0311231 | val_loss: 0.0311373 | Time: 6966.54 ms [2021-12-30 08:32:18 main:574] : INFO : Epoch 1821 | loss: 0.0311328 | val_loss: 0.0311471 | Time: 6882.45 ms [2021-12-30 08:32:24 main:574] : INFO : Epoch 1822 | loss: 0.0311422 | val_loss: 0.031145 | Time: 6895.89 ms [2021-12-30 08:32:32 main:574] : INFO : Epoch 1823 | loss: 0.0311376 | val_loss: 0.0311418 | Time: 7215.42 ms [2021-12-30 08:32:39 main:574] : INFO : Epoch 1824 | loss: 0.0311352 | val_loss: 0.0311409 | Time: 7081.77 ms [2021-12-30 08:32:46 main:574] : INFO : Epoch 1825 | loss: 0.0311341 | val_loss: 0.0311453 | Time: 6900.74 ms [2021-12-30 08:32:53 main:574] : INFO : Epoch 1826 | loss: 0.0311316 | val_loss: 0.0311382 | Time: 6961.59 ms [2021-12-30 08:33:00 main:574] : INFO : Epoch 1827 | loss: 0.0311304 | val_loss: 0.0311412 | Time: 7290.19 ms [2021-12-30 08:33:07 main:574] : INFO : Epoch 1828 | loss: 0.0311294 | val_loss: 0.0311379 | Time: 7048.5 ms [2021-12-30 08:33:14 main:574] : INFO : Epoch 1829 | loss: 0.0311277 | val_loss: 0.0311387 | Time: 6865.79 ms [2021-12-30 08:33:21 main:574] : INFO : Epoch 1830 | loss: 0.0311276 | val_loss: 0.031138 | Time: 6919.05 ms [2021-12-30 08:33:28 main:574] : INFO : Epoch 1831 | loss: 0.0311264 | val_loss: 0.03114 | Time: 6950.03 ms [2021-12-30 08:33:35 main:574] : INFO : Epoch 1832 | loss: 0.031129 | val_loss: 0.0311393 | Time: 6972.81 ms [2021-12-30 08:33:42 main:574] : INFO : Epoch 1833 | loss: 0.0311324 | val_loss: 0.0311454 | Time: 7422.41 ms [2021-12-30 08:33:49 main:574] : INFO : Epoch 1834 | loss: 0.0311378 | val_loss: 0.0311416 | Time: 6897.63 ms [2021-12-30 08:33:56 main:574] : INFO : Epoch 1835 | loss: 0.0311373 | val_loss: 0.0311403 | Time: 6898.87 ms [2021-12-30 08:34:03 main:574] : INFO : Epoch 1836 | loss: 0.031137 | val_loss: 0.031147 | Time: 6908.63 ms [2021-12-30 08:34:10 main:574] : INFO : Epoch 1837 | loss: 0.0311379 | val_loss: 0.0311495 | Time: 7148.72 ms [2021-12-30 08:34:17 main:574] : INFO : Epoch 1838 | loss: 0.0311352 | val_loss: 0.0311413 | Time: 7203.74 ms [2021-12-30 08:34:24 main:574] : INFO : Epoch 1839 | loss: 0.031131 | val_loss: 0.0311407 | Time: 6930.88 ms [2021-12-30 08:34:31 main:574] : INFO : Epoch 1840 | loss: 0.0311287 | val_loss: 0.0311392 | Time: 6982.56 ms [2021-12-30 08:34:40 main:574] : INFO : Epoch 1841 | loss: 0.0311282 | val_loss: 0.0311388 | Time: 8718.31 ms [2021-12-30 08:35:19 main:574] : INFO : Epoch 1842 | loss: 0.0311279 | val_loss: 0.0311357 | Time: 39127.3 ms [2021-12-30 08:35:26 main:574] : INFO : Epoch 1843 | loss: 0.0311265 | val_loss: 0.0311366 | Time: 7012.38 ms [2021-12-30 08:35:34 main:574] : INFO : Epoch 1844 | loss: 0.0311265 | val_loss: 0.0311379 | Time: 7282.32 ms [2021-12-30 08:35:41 main:574] : INFO : Epoch 1845 | loss: 0.0311269 | val_loss: 0.0311407 | Time: 7102 ms [2021-12-30 08:35:48 main:574] : INFO : Epoch 1846 | loss: 0.031126 | val_loss: 0.0311391 | Time: 6915.6 ms [2021-12-30 08:35:55 main:574] : INFO : Epoch 1847 | loss: 0.0311277 | val_loss: 0.0311365 | Time: 6971.7 ms [2021-12-30 08:36:02 main:574] : INFO : Epoch 1848 | loss: 0.031127 | val_loss: 0.0311359 | Time: 6906.47 ms [2021-12-30 08:36:09 main:574] : INFO : Epoch 1849 | loss: 0.0311257 | val_loss: 0.0311392 | Time: 6963.78 ms [2021-12-30 08:36:16 main:574] : INFO : Epoch 1850 | loss: 0.0311283 | val_loss: 0.0311412 | Time: 6925.76 ms [2021-12-30 08:36:23 main:574] : INFO : Epoch 1851 | loss: 0.0311366 | val_loss: 0.0311392 | Time: 6903.93 ms [2021-12-30 08:36:29 main:574] : INFO : Epoch 1852 | loss: 0.031135 | val_loss: 0.0311396 | Time: 6916 ms [2021-12-30 08:36:36 main:574] : INFO : Epoch 1853 | loss: 0.0311335 | val_loss: 0.0311409 | Time: 6945.92 ms [2021-12-30 08:36:44 main:574] : INFO : Epoch 1854 | loss: 0.0311339 | val_loss: 0.0311405 | Time: 7297.05 ms [2021-12-30 08:36:51 main:574] : INFO : Epoch 1855 | loss: 0.0311354 | val_loss: 0.0311522 | Time: 6904.65 ms [2021-12-30 08:36:58 main:574] : INFO : Epoch 1856 | loss: 0.0311343 | val_loss: 0.0311412 | Time: 6962.59 ms [2021-12-30 08:37:05 main:574] : INFO : Epoch 1857 | loss: 0.0311323 | val_loss: 0.0311402 | Time: 7406.95 ms [2021-12-30 08:37:12 main:574] : INFO : Epoch 1858 | loss: 0.0311314 | val_loss: 0.0311377 | Time: 6965.33 ms [2021-12-30 08:37:19 main:574] : INFO : Epoch 1859 | loss: 0.0311282 | val_loss: 0.0311372 | Time: 6875.02 ms [2021-12-30 08:37:26 main:574] : INFO : Epoch 1860 | loss: 0.0311297 | val_loss: 0.031141 | Time: 6964.66 ms [2021-12-30 08:37:33 main:574] : INFO : Epoch 1861 | loss: 0.0311291 | val_loss: 0.0311385 | Time: 7087.17 ms [2021-12-30 08:37:40 main:574] : INFO : Epoch 1862 | loss: 0.0311341 | val_loss: 0.0311415 | Time: 6917.07 ms [2021-12-30 08:37:47 main:574] : INFO : Epoch 1863 | loss: 0.0311319 | val_loss: 0.0311364 | Time: 6912.99 ms [2021-12-30 08:37:54 main:574] : INFO : Epoch 1864 | loss: 0.031126 | val_loss: 0.0311348 | Time: 6921.45 ms [2021-12-30 08:38:01 main:574] : INFO : Epoch 1865 | loss: 0.0311267 | val_loss: 0.0311372 | Time: 7423.09 ms [2021-12-30 08:38:09 main:574] : INFO : Epoch 1866 | loss: 0.0311244 | val_loss: 0.0311364 | Time: 7759.37 ms [2021-12-30 08:38:27 main:574] : INFO : Epoch 1867 | loss: 0.0311225 | val_loss: 0.0311357 | Time: 17848 ms [2021-12-30 08:38:34 main:574] : INFO : Epoch 1868 | loss: 0.0311268 | val_loss: 0.0311362 | Time: 7008.92 ms [2021-12-30 08:38:41 main:574] : INFO : Epoch 1869 | loss: 0.0311286 | val_loss: 0.0311354 | Time: 6970.44 ms [2021-12-30 08:38:48 main:574] : INFO : Epoch 1870 | loss: 0.0311307 | val_loss: 0.0311379 | Time: 6998.04 ms [2021-12-30 08:38:55 main:574] : INFO : Epoch 1871 | loss: 0.0311271 | val_loss: 0.0311356 | Time: 6954.48 ms [2021-12-30 08:39:03 main:574] : INFO : Epoch 1872 | loss: 0.0311249 | val_loss: 0.0311336 | Time: 7622.78 ms [2021-12-30 08:39:10 main:574] : INFO : Epoch 1873 | loss: 0.0311279 | val_loss: 0.0311382 | Time: 6894.12 ms [2021-12-30 08:39:17 main:574] : INFO : Epoch 1874 | loss: 0.0311289 | val_loss: 0.0311365 | Time: 6974.07 ms [2021-12-30 08:39:24 main:574] : INFO : Epoch 1875 | loss: 0.0311274 | val_loss: 0.0311371 | Time: 7071.43 ms [2021-12-30 08:39:31 main:574] : INFO : Epoch 1876 | loss: 0.0311263 | val_loss: 0.031137 | Time: 7156.26 ms [2021-12-30 08:40:59 main:574] : INFO : Epoch 1877 | loss: 0.0311313 | val_loss: 0.0311416 | Time: 88268.1 ms [2021-12-30 08:41:17 main:574] : INFO : Epoch 1878 | loss: 0.0311328 | val_loss: 0.0311427 | Time: 17458.3 ms [2021-12-30 08:41:24 main:574] : INFO : Epoch 1879 | loss: 0.0311301 | val_loss: 0.0311386 | Time: 6808.14 ms [2021-12-30 08:41:30 main:574] : INFO : Epoch 1880 | loss: 0.0311293 | val_loss: 0.0311378 | Time: 6859.93 ms [2021-12-30 08:41:37 main:574] : INFO : Epoch 1881 | loss: 0.0311288 | val_loss: 0.0311402 | Time: 6893.54 ms [2021-12-30 08:41:44 main:574] : INFO : Epoch 1882 | loss: 0.0311278 | val_loss: 0.0311384 | Time: 6954.45 ms [2021-12-30 08:41:52 main:574] : INFO : Epoch 1883 | loss: 0.0311257 | val_loss: 0.031138 | Time: 7101.02 ms [2021-12-30 08:41:59 main:574] : INFO : Epoch 1884 | loss: 0.0311252 | val_loss: 0.0311395 | Time: 6972.79 ms [2021-12-30 08:42:06 main:574] : INFO : Epoch 1885 | loss: 0.031125 | val_loss: 0.031142 | Time: 7540.97 ms [2021-12-30 08:42:23 main:574] : INFO : Epoch 1886 | loss: 0.0311238 | val_loss: 0.0311366 | Time: 16953.9 ms [2021-12-30 08:42:30 main:574] : INFO : Epoch 1887 | loss: 0.0311234 | val_loss: 0.0311357 | Time: 6960.4 ms [2021-12-30 08:42:37 main:574] : INFO : Epoch 1888 | loss: 0.0311257 | val_loss: 0.031138 | Time: 6923.11 ms [2021-12-30 08:42:44 main:574] : INFO : Epoch 1889 | loss: 0.031128 | val_loss: 0.0311439 | Time: 6914.35 ms [2021-12-30 08:42:51 main:574] : INFO : Epoch 1890 | loss: 0.0311257 | val_loss: 0.0311351 | Time: 6944.16 ms [2021-12-30 08:42:58 main:574] : INFO : Epoch 1891 | loss: 0.0311236 | val_loss: 0.0311346 | Time: 6977.42 ms [2021-12-30 08:43:05 main:574] : INFO : Epoch 1892 | loss: 0.0311237 | val_loss: 0.031135 | Time: 7330.43 ms [2021-12-30 08:43:12 main:574] : INFO : Epoch 1893 | loss: 0.031123 | val_loss: 0.0311444 | Time: 6905.68 ms [2021-12-30 08:43:19 main:574] : INFO : Epoch 1894 | loss: 0.0311224 | val_loss: 0.0311374 | Time: 6887.79 ms [2021-12-30 08:43:26 main:574] : INFO : Epoch 1895 | loss: 0.031121 | val_loss: 0.0311358 | Time: 7131.7 ms [2021-12-30 08:43:33 main:574] : INFO : Epoch 1896 | loss: 0.0311208 | val_loss: 0.0311341 | Time: 7004.12 ms [2021-12-30 08:43:40 main:574] : INFO : Epoch 1897 | loss: 0.0311233 | val_loss: 0.0311388 | Time: 7075.83 ms [2021-12-30 08:43:47 main:574] : INFO : Epoch 1898 | loss: 0.0311206 | val_loss: 0.0311347 | Time: 6934.38 ms [2021-12-30 08:43:54 main:574] : INFO : Epoch 1899 | loss: 0.03112 | val_loss: 0.0311343 | Time: 6981.68 ms [2021-12-30 08:44:01 main:574] : INFO : Epoch 1900 | loss: 0.0311206 | val_loss: 0.0311366 | Time: 7174.17 ms [2021-12-30 08:44:08 main:574] : INFO : Epoch 1901 | loss: 0.0311232 | val_loss: 0.0311357 | Time: 6898.94 ms [2021-12-30 08:44:15 main:574] : INFO : Epoch 1902 | loss: 0.0311231 | val_loss: 0.0311357 | Time: 6943.61 ms [2021-12-30 08:44:22 main:574] : INFO : Epoch 1903 | loss: 0.0311212 | val_loss: 0.0311379 | Time: 6987.58 ms [2021-12-30 08:44:30 main:574] : INFO : Epoch 1904 | loss: 0.0311199 | val_loss: 0.0311378 | Time: 7159.47 ms [2021-12-30 08:44:36 main:574] : INFO : Epoch 1905 | loss: 0.0311198 | val_loss: 0.0311416 | Time: 6895.86 ms [2021-12-30 08:44:43 main:574] : INFO : Epoch 1906 | loss: 0.0311211 | val_loss: 0.0311381 | Time: 6923.81 ms [2021-12-30 08:44:50 main:574] : INFO : Epoch 1907 | loss: 0.0311185 | val_loss: 0.0311373 | Time: 7009.87 ms [2021-12-30 08:44:58 main:574] : INFO : Epoch 1908 | loss: 0.0311186 | val_loss: 0.0311363 | Time: 7901.36 ms [2021-12-30 08:45:29 main:574] : INFO : Epoch 1909 | loss: 0.0311193 | val_loss: 0.0311394 | Time: 30680.4 ms [2021-12-30 08:45:36 main:574] : INFO : Epoch 1910 | loss: 0.0311188 | val_loss: 0.0311372 | Time: 6851.6 ms [2021-12-30 08:45:43 main:574] : INFO : Epoch 1911 | loss: 0.0311188 | val_loss: 0.0311382 | Time: 7132.55 ms [2021-12-30 08:45:50 main:574] : INFO : Epoch 1912 | loss: 0.0311195 | val_loss: 0.0311367 | Time: 6878.76 ms [2021-12-30 08:45:57 main:574] : INFO : Epoch 1913 | loss: 0.0311172 | val_loss: 0.0311338 | Time: 6995.19 ms [2021-12-30 08:46:04 main:574] : INFO : Epoch 1914 | loss: 0.0311164 | val_loss: 0.0311361 | Time: 7202.5 ms [2021-12-30 08:46:11 main:574] : INFO : Epoch 1915 | loss: 0.0311166 | val_loss: 0.031138 | Time: 6946.87 ms [2021-12-30 08:46:18 main:574] : INFO : Epoch 1916 | loss: 0.0311186 | val_loss: 0.0311374 | Time: 7178.79 ms [2021-12-30 08:46:25 main:574] : INFO : Epoch 1917 | loss: 0.0311166 | val_loss: 0.0311362 | Time: 6933.13 ms [2021-12-30 08:46:32 main:574] : INFO : Epoch 1918 | loss: 0.0311169 | val_loss: 0.0311412 | Time: 6982.93 ms [2021-12-30 08:46:39 main:574] : INFO : Epoch 1919 | loss: 0.0311177 | val_loss: 0.0311386 | Time: 7016.13 ms [2021-12-30 08:46:46 main:574] : INFO : Epoch 1920 | loss: 0.0311163 | val_loss: 0.0311384 | Time: 6916.81 ms [2021-12-30 08:46:53 main:574] : INFO : Epoch 1921 | loss: 0.0311165 | val_loss: 0.0311355 | Time: 6900.63 ms [2021-12-30 08:47:00 main:574] : INFO : Epoch 1922 | loss: 0.031116 | val_loss: 0.0311406 | Time: 7096.32 ms [2021-12-30 08:47:08 main:574] : INFO : Epoch 1923 | loss: 0.0311187 | val_loss: 0.0311409 | Time: 7229.99 ms [2021-12-30 08:47:15 main:574] : INFO : Epoch 1924 | loss: 0.0311157 | val_loss: 0.0311388 | Time: 6909.67 ms [2021-12-30 08:47:21 main:574] : INFO : Epoch 1925 | loss: 0.031117 | val_loss: 0.0311402 | Time: 6920.35 ms [2021-12-30 08:47:29 main:574] : INFO : Epoch 1926 | loss: 0.0311173 | val_loss: 0.0311402 | Time: 7028.12 ms [2021-12-30 08:47:35 main:574] : INFO : Epoch 1927 | loss: 0.0311167 | val_loss: 0.0311368 | Time: 6888.3 ms [2021-12-30 08:47:42 main:574] : INFO : Epoch 1928 | loss: 0.0311164 | val_loss: 0.0311449 | Time: 6963.21 ms [2021-12-30 08:47:49 main:574] : INFO : Epoch 1929 | loss: 0.0311172 | val_loss: 0.0311376 | Time: 6955.66 ms [2021-12-30 08:47:56 main:574] : INFO : Epoch 1930 | loss: 0.0311166 | val_loss: 0.0311435 | Time: 6931.43 ms [2021-12-30 08:48:03 main:574] : INFO : Epoch 1931 | loss: 0.0311158 | val_loss: 0.0311366 | Time: 6969.05 ms [2021-12-30 08:48:10 main:574] : INFO : Epoch 1932 | loss: 0.0311151 | val_loss: 0.0311403 | Time: 6902.04 ms [2021-12-30 08:48:17 main:574] : INFO : Epoch 1933 | loss: 0.0311169 | val_loss: 0.0311403 | Time: 6941.46 ms [2021-12-30 08:48:24 main:574] : INFO : Epoch 1934 | loss: 0.0311165 | val_loss: 0.0311383 | Time: 6919.16 ms [2021-12-30 08:48:31 main:574] : INFO : Epoch 1935 | loss: 0.0311164 | val_loss: 0.0311405 | Time: 6939.31 ms [2021-12-30 08:48:38 main:574] : INFO : Epoch 1936 | loss: 0.031121 | val_loss: 0.0311395 | Time: 6929.4 ms [2021-12-30 08:48:45 main:574] : INFO : Epoch 1937 | loss: 0.031119 | val_loss: 0.0311381 | Time: 7011.61 ms [2021-12-30 08:48:52 main:574] : INFO : Epoch 1938 | loss: 0.031121 | val_loss: 0.0311413 | Time: 7091.07 ms [2021-12-30 08:48:59 main:574] : INFO : Epoch 1939 | loss: 0.0311307 | val_loss: 0.031141 | Time: 7162.7 ms [2021-12-30 08:49:07 main:574] : INFO : Epoch 1940 | loss: 0.0311267 | val_loss: 0.0311392 | Time: 7308.23 ms [2021-12-30 08:49:14 main:574] : INFO : Epoch 1941 | loss: 0.0311256 | val_loss: 0.0311407 | Time: 7152.22 ms [2021-12-30 08:49:21 main:574] : INFO : Epoch 1942 | loss: 0.0311243 | val_loss: 0.0311399 | Time: 7045.65 ms [2021-12-30 08:49:28 main:574] : INFO : Epoch 1943 | loss: 0.0311242 | val_loss: 0.0311405 | Time: 6879.98 ms [2021-12-30 08:49:35 main:574] : INFO : Epoch 1944 | loss: 0.0311225 | val_loss: 0.0311438 | Time: 6897.52 ms [2021-12-30 08:49:42 main:574] : INFO : Epoch 1945 | loss: 0.0311196 | val_loss: 0.0311392 | Time: 6902.11 ms [2021-12-30 08:49:49 main:574] : INFO : Epoch 1946 | loss: 0.0311174 | val_loss: 0.0311376 | Time: 6968.99 ms [2021-12-30 08:49:56 main:574] : INFO : Epoch 1947 | loss: 0.0311182 | val_loss: 0.0311373 | Time: 6936.19 ms [2021-12-30 08:50:03 main:574] : INFO : Epoch 1948 | loss: 0.0311162 | val_loss: 0.0311374 | Time: 7000.56 ms [2021-12-30 08:50:40 main:574] : INFO : Epoch 1949 | loss: 0.0311163 | val_loss: 0.0311389 | Time: 37603.1 ms [2021-12-30 08:50:48 main:574] : INFO : Epoch 1950 | loss: 0.0311195 | val_loss: 0.0311429 | Time: 7296.58 ms [2021-12-30 08:50:55 main:574] : INFO : Epoch 1951 | loss: 0.031117 | val_loss: 0.0311364 | Time: 6964.02 ms [2021-12-30 08:51:02 main:574] : INFO : Epoch 1952 | loss: 0.0311179 | val_loss: 0.0311351 | Time: 7003.75 ms [2021-12-30 08:51:09 main:574] : INFO : Epoch 1953 | loss: 0.031117 | val_loss: 0.0311366 | Time: 7154.39 ms [2021-12-30 08:51:16 main:574] : INFO : Epoch 1954 | loss: 0.0311166 | val_loss: 0.0311361 | Time: 6894.41 ms [2021-12-30 08:51:23 main:574] : INFO : Epoch 1955 | loss: 0.0311164 | val_loss: 0.0311371 | Time: 6942.03 ms [2021-12-30 08:51:30 main:574] : INFO : Epoch 1956 | loss: 0.0311186 | val_loss: 0.0311369 | Time: 6913.25 ms [2021-12-30 08:51:37 main:574] : INFO : Epoch 1957 | loss: 0.0311182 | val_loss: 0.0311435 | Time: 7076.71 ms [2021-12-30 08:51:45 main:574] : INFO : Epoch 1958 | loss: 0.0311171 | val_loss: 0.0311397 | Time: 7834.69 ms [2021-12-30 08:52:23 main:574] : INFO : Epoch 1959 | loss: 0.0311171 | val_loss: 0.0311361 | Time: 38041.9 ms [2021-12-30 08:52:30 main:574] : INFO : Epoch 1960 | loss: 0.0311149 | val_loss: 0.0311368 | Time: 7282.35 ms [2021-12-30 08:52:37 main:574] : INFO : Epoch 1961 | loss: 0.0311165 | val_loss: 0.0311419 | Time: 6871.4 ms [2021-12-30 08:52:44 main:574] : INFO : Epoch 1962 | loss: 0.0311204 | val_loss: 0.0311388 | Time: 6901.89 ms [2021-12-30 08:52:51 main:574] : INFO : Epoch 1963 | loss: 0.0311192 | val_loss: 0.0311416 | Time: 7250.4 ms [2021-12-30 08:52:58 main:574] : INFO : Epoch 1964 | loss: 0.0311185 | val_loss: 0.0311391 | Time: 6968.93 ms [2021-12-30 08:53:05 main:574] : INFO : Epoch 1965 | loss: 0.0311192 | val_loss: 0.0311375 | Time: 6990.76 ms [2021-12-30 08:53:12 main:574] : INFO : Epoch 1966 | loss: 0.0311228 | val_loss: 0.0311407 | Time: 6957.5 ms [2021-12-30 08:53:19 main:574] : INFO : Epoch 1967 | loss: 0.0311189 | val_loss: 0.0311421 | Time: 6882.23 ms [2021-12-30 08:53:26 main:574] : INFO : Epoch 1968 | loss: 0.0311171 | val_loss: 0.0311376 | Time: 6932.26 ms [2021-12-30 08:53:33 main:574] : INFO : Epoch 1969 | loss: 0.0311155 | val_loss: 0.0311379 | Time: 6892.03 ms [2021-12-30 08:53:40 main:574] : INFO : Epoch 1970 | loss: 0.0311262 | val_loss: 0.0311399 | Time: 6928.71 ms [2021-12-30 08:53:47 main:574] : INFO : Epoch 1971 | loss: 0.0311238 | val_loss: 0.0311377 | Time: 6927.48 ms [2021-12-30 08:53:54 main:574] : INFO : Epoch 1972 | loss: 0.031125 | val_loss: 0.0311424 | Time: 6906.94 ms [2021-12-30 08:54:01 main:574] : INFO : Epoch 1973 | loss: 0.0311309 | val_loss: 0.0311398 | Time: 7456.86 ms [2021-12-30 08:54:08 main:574] : INFO : Epoch 1974 | loss: 0.0311361 | val_loss: 0.0311477 | Time: 6898.42 ms [2021-12-30 08:54:15 main:574] : INFO : Epoch 1975 | loss: 0.0311382 | val_loss: 0.0311462 | Time: 7003.5 ms [2021-12-30 08:54:22 main:574] : INFO : Epoch 1976 | loss: 0.0311351 | val_loss: 0.0311473 | Time: 7108.51 ms [2021-12-30 08:54:29 main:574] : INFO : Epoch 1977 | loss: 0.0311347 | val_loss: 0.0311447 | Time: 6972.04 ms [2021-12-30 08:54:36 main:574] : INFO : Epoch 1978 | loss: 0.0311341 | val_loss: 0.0311465 | Time: 7045.32 ms [2021-12-30 08:54:44 main:574] : INFO : Epoch 1979 | loss: 0.0311336 | val_loss: 0.0311424 | Time: 7318.59 ms [2021-12-30 08:56:11 main:574] : INFO : Epoch 1980 | loss: 0.0311319 | val_loss: 0.0311407 | Time: 87774.9 ms [2021-12-30 08:56:19 main:574] : INFO : Epoch 1981 | loss: 0.0311317 | val_loss: 0.0311474 | Time: 7320.49 ms [2021-12-30 08:56:26 main:574] : INFO : Epoch 1982 | loss: 0.0311302 | val_loss: 0.0311454 | Time: 6785.56 ms [2021-12-30 08:56:33 main:574] : INFO : Epoch 1983 | loss: 0.0311291 | val_loss: 0.031142 | Time: 6961.05 ms [2021-12-30 08:56:40 main:574] : INFO : Epoch 1984 | loss: 0.0311299 | val_loss: 0.0311464 | Time: 7098.47 ms [2021-12-30 08:56:47 main:574] : INFO : Epoch 1985 | loss: 0.031128 | val_loss: 0.0311428 | Time: 6984.85 ms [2021-12-30 08:56:54 main:574] : INFO : Epoch 1986 | loss: 0.0311267 | val_loss: 0.0311432 | Time: 6959.27 ms [2021-12-30 08:57:01 main:574] : INFO : Epoch 1987 | loss: 0.0311265 | val_loss: 0.0311455 | Time: 6938.33 ms [2021-12-30 08:57:08 main:574] : INFO : Epoch 1988 | loss: 0.0311287 | val_loss: 0.0311522 | Time: 7075.4 ms [2021-12-30 08:57:15 main:574] : INFO : Epoch 1989 | loss: 0.0311396 | val_loss: 0.0311473 | Time: 7002.54 ms [2021-12-30 08:57:22 main:574] : INFO : Epoch 1990 | loss: 0.0311392 | val_loss: 0.0311449 | Time: 6966 ms [2021-12-30 08:57:29 main:574] : INFO : Epoch 1991 | loss: 0.0311377 | val_loss: 0.0311562 | Time: 7087.28 ms [2021-12-30 08:57:36 main:574] : INFO : Epoch 1992 | loss: 0.0311383 | val_loss: 0.0311446 | Time: 6902.8 ms [2021-12-30 08:57:43 main:574] : INFO : Epoch 1993 | loss: 0.0311359 | val_loss: 0.0311516 | Time: 6927.22 ms [2021-12-30 08:57:50 main:574] : INFO : Epoch 1994 | loss: 0.0311362 | val_loss: 0.0311452 | Time: 6885.82 ms [2021-12-30 08:57:57 main:574] : INFO : Epoch 1995 | loss: 0.0311367 | val_loss: 0.0311475 | Time: 7388.13 ms [2021-12-30 08:58:04 main:574] : INFO : Epoch 1996 | loss: 0.0311341 | val_loss: 0.0311493 | Time: 7104.06 ms [2021-12-30 08:58:11 main:574] : INFO : Epoch 1997 | loss: 0.0311353 | val_loss: 0.0311471 | Time: 6921.9 ms [2021-12-30 08:58:18 main:574] : INFO : Epoch 1998 | loss: 0.0311375 | val_loss: 0.0311572 | Time: 7309.25 ms [2021-12-30 08:58:25 main:574] : INFO : Epoch 1999 | loss: 0.0311413 | val_loss: 0.0311501 | Time: 6988.12 ms [2021-12-30 08:58:32 main:574] : INFO : Epoch 2000 | loss: 0.0311366 | val_loss: 0.0311495 | Time: 6886.19 ms [2021-12-30 08:58:40 main:574] : INFO : Epoch 2001 | loss: 0.0311367 | val_loss: 0.0311483 | Time: 7319.71 ms [2021-12-30 08:58:47 main:574] : INFO : Epoch 2002 | loss: 0.0311342 | val_loss: 0.0311517 | Time: 6920.49 ms [2021-12-30 08:58:54 main:574] : INFO : Epoch 2003 | loss: 0.031133 | val_loss: 0.0311487 | Time: 6924.57 ms [2021-12-30 08:59:01 main:574] : INFO : Epoch 2004 | loss: 0.0311311 | val_loss: 0.0311482 | Time: 7227.12 ms [2021-12-30 08:59:08 main:574] : INFO : Epoch 2005 | loss: 0.031131 | val_loss: 0.0311485 | Time: 6956.38 ms [2021-12-30 08:59:15 main:574] : INFO : Epoch 2006 | loss: 0.0311306 | val_loss: 0.0311511 | Time: 7176.16 ms [2021-12-30 08:59:22 main:574] : INFO : Epoch 2007 | loss: 0.031131 | val_loss: 0.0311467 | Time: 7010.39 ms [2021-12-30 08:59:29 main:574] : INFO : Epoch 2008 | loss: 0.0311289 | val_loss: 0.0311455 | Time: 7221.55 ms [2021-12-30 08:59:36 main:574] : INFO : Epoch 2009 | loss: 0.0311289 | val_loss: 0.0311478 | Time: 7107.64 ms [2021-12-30 08:59:53 main:574] : INFO : Epoch 2010 | loss: 0.0311288 | val_loss: 0.0311449 | Time: 17144.9 ms [2021-12-30 09:00:01 main:574] : INFO : Epoch 2011 | loss: 0.0311284 | val_loss: 0.0311452 | Time: 7391.74 ms [2021-12-30 09:00:08 main:574] : INFO : Epoch 2012 | loss: 0.0311273 | val_loss: 0.0311449 | Time: 6942.49 ms [2021-12-30 09:00:15 main:574] : INFO : Epoch 2013 | loss: 0.0311273 | val_loss: 0.0311479 | Time: 6968.69 ms [2021-12-30 09:00:22 main:574] : INFO : Epoch 2014 | loss: 0.0311299 | val_loss: 0.0311433 | Time: 7610.6 ms [2021-12-30 09:01:01 main:574] : INFO : Epoch 2015 | loss: 0.0311306 | val_loss: 0.0311514 | Time: 38638.1 ms [2021-12-30 09:01:09 main:574] : INFO : Epoch 2016 | loss: 0.0311273 | val_loss: 0.0311456 | Time: 7658.66 ms [2021-12-30 09:01:16 main:574] : INFO : Epoch 2017 | loss: 0.0311266 | val_loss: 0.0311474 | Time: 6936.09 ms [2021-12-30 09:01:23 main:574] : INFO : Epoch 2018 | loss: 0.0311299 | val_loss: 0.0311506 | Time: 6874.25 ms [2021-12-30 09:01:30 main:574] : INFO : Epoch 2019 | loss: 0.0311321 | val_loss: 0.0311452 | Time: 6900.88 ms [2021-12-30 09:01:37 main:574] : INFO : Epoch 2020 | loss: 0.0311323 | val_loss: 0.0311451 | Time: 6964.55 ms [2021-12-30 09:01:44 main:574] : INFO : Epoch 2021 | loss: 0.0311304 | val_loss: 0.0311456 | Time: 6891.26 ms [2021-12-30 09:01:51 main:574] : INFO : Epoch 2022 | loss: 0.0311297 | val_loss: 0.0311469 | Time: 6999.43 ms [2021-12-30 09:01:57 main:574] : INFO : Epoch 2023 | loss: 0.031131 | val_loss: 0.0311453 | Time: 6876.2 ms [2021-12-30 09:02:04 main:574] : INFO : Epoch 2024 | loss: 0.031128 | val_loss: 0.0311445 | Time: 6928.55 ms [2021-12-30 09:02:11 main:574] : INFO : Epoch 2025 | loss: 0.0311304 | val_loss: 0.0311462 | Time: 6967.44 ms [2021-12-30 09:02:18 main:574] : INFO : Epoch 2026 | loss: 0.0311291 | val_loss: 0.0311455 | Time: 6889.86 ms [2021-12-30 09:02:25 main:574] : INFO : Epoch 2027 | loss: 0.0311279 | val_loss: 0.0311486 | Time: 6938.04 ms [2021-12-30 09:02:32 main:574] : INFO : Epoch 2028 | loss: 0.0311278 | val_loss: 0.031146 | Time: 7061.35 ms [2021-12-30 09:02:39 main:574] : INFO : Epoch 2029 | loss: 0.0311258 | val_loss: 0.0311424 | Time: 6906.48 ms [2021-12-30 09:02:46 main:574] : INFO : Epoch 2030 | loss: 0.0311262 | val_loss: 0.0311513 | Time: 6964.16 ms [2021-12-30 09:02:53 main:574] : INFO : Epoch 2031 | loss: 0.0311259 | val_loss: 0.0311389 | Time: 6926.65 ms [2021-12-30 09:03:00 main:574] : INFO : Epoch 2032 | loss: 0.0311244 | val_loss: 0.0311399 | Time: 7081.64 ms [2021-12-30 09:03:07 main:574] : INFO : Epoch 2033 | loss: 0.0311236 | val_loss: 0.031142 | Time: 6936.03 ms [2021-12-30 09:03:14 main:574] : INFO : Epoch 2034 | loss: 0.031124 | val_loss: 0.0311432 | Time: 6977.72 ms [2021-12-30 09:03:21 main:574] : INFO : Epoch 2035 | loss: 0.0311241 | val_loss: 0.0311437 | Time: 7160.22 ms [2021-12-30 09:03:28 main:574] : INFO : Epoch 2036 | loss: 0.0311236 | val_loss: 0.0311429 | Time: 6915.6 ms [2021-12-30 09:03:35 main:574] : INFO : Epoch 2037 | loss: 0.0311233 | val_loss: 0.0311408 | Time: 6880.04 ms [2021-12-30 09:03:42 main:574] : INFO : Epoch 2038 | loss: 0.0311236 | val_loss: 0.0311419 | Time: 6914.01 ms [2021-12-30 09:03:49 main:574] : INFO : Epoch 2039 | loss: 0.031125 | val_loss: 0.0311432 | Time: 6970.95 ms [2021-12-30 09:03:56 main:574] : INFO : Epoch 2040 | loss: 0.0311245 | val_loss: 0.031143 | Time: 6879.95 ms [2021-12-30 09:04:03 main:574] : INFO : Epoch 2041 | loss: 0.0311241 | val_loss: 0.0311477 | Time: 7176.84 ms [2021-12-30 09:04:11 main:574] : INFO : Epoch 2042 | loss: 0.0311258 | val_loss: 0.0311432 | Time: 7096.86 ms [2021-12-30 09:04:18 main:574] : INFO : Epoch 2043 | loss: 0.031125 | val_loss: 0.0311491 | Time: 6893.74 ms [2021-12-30 09:04:25 main:574] : INFO : Epoch 2044 | loss: 0.0311267 | val_loss: 0.0311451 | Time: 7204.22 ms [2021-12-30 09:04:32 main:574] : INFO : Epoch 2045 | loss: 0.0311269 | val_loss: 0.0311406 | Time: 7235.05 ms [2021-12-30 09:04:39 main:574] : INFO : Epoch 2046 | loss: 0.0311259 | val_loss: 0.0311427 | Time: 6943.07 ms [2021-12-30 09:04:46 main:574] : INFO : Epoch 2047 | loss: 0.0311301 | val_loss: 0.0311458 | Time: 6896.78 ms [2021-12-30 09:04:53 main:574] : INFO : Epoch 2048 | loss: 0.0311302 | val_loss: 0.0311482 | Time: 7123.48 ms [2021-12-30 09:04:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311482 [2021-12-30 09:04:53 main:603] : INFO : Saving end state to config to file [2021-12-30 09:04:53 main:608] : INFO : Success, exiting.. 09:04:53 (15464): 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)