Task 9437570
| Name | ParityModified-1636228330-22147-2-0_2 |
| Workunit | 6514175 |
| Created | 4 Dec 2021, 23:13:34 UTC |
| Sent | 5 Dec 2021, 1:22:13 UTC |
| Report deadline | 13 Dec 2021, 1:22:13 UTC |
| Received | 5 Dec 2021, 9:32:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6324 |
| Run time | 4 hours 28 min 11 sec |
| CPU time | 4 hours 18 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,424.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 0.0312226 | Time: 7723.94 ms [2021-12-05 03:20:56 main:574] : INFO : Epoch 1542 | loss: 0.0312223 | val_loss: 0.0312215 | Time: 7785.91 ms [2021-12-05 03:21:04 main:574] : INFO : Epoch 1543 | loss: 0.031222 | val_loss: 0.0312269 | Time: 7737.15 ms [2021-12-05 03:21:12 main:574] : INFO : Epoch 1544 | loss: 0.0312228 | val_loss: 0.031221 | Time: 8026.27 ms [2021-12-05 03:21:20 main:574] : INFO : Epoch 1545 | loss: 0.0312222 | val_loss: 0.0312228 | Time: 8015.6 ms [2021-12-05 03:21:28 main:574] : INFO : Epoch 1546 | loss: 0.0312244 | val_loss: 0.0312322 | Time: 7690.88 ms [2021-12-05 03:21:36 main:574] : INFO : Epoch 1547 | loss: 0.0312289 | val_loss: 0.0312308 | Time: 7637.76 ms [2021-12-05 03:21:43 main:574] : INFO : Epoch 1548 | loss: 0.0312266 | val_loss: 0.031226 | Time: 7632.69 ms [2021-12-05 03:21:51 main:574] : INFO : Epoch 1549 | loss: 0.0312226 | val_loss: 0.0312228 | Time: 7637.26 ms [2021-12-05 03:21:59 main:574] : INFO : Epoch 1550 | loss: 0.031223 | val_loss: 0.0312211 | Time: 7730.62 ms [2021-12-05 03:22:07 main:574] : INFO : Epoch 1551 | loss: 0.0312217 | val_loss: 0.0312238 | Time: 7829.32 ms [2021-12-05 03:22:15 main:574] : INFO : Epoch 1552 | loss: 0.0312221 | val_loss: 0.0312221 | Time: 7761.72 ms [2021-12-05 03:22:23 main:574] : INFO : Epoch 1553 | loss: 0.0312234 | val_loss: 0.0312252 | Time: 7951.72 ms [2021-12-05 03:22:30 main:574] : INFO : Epoch 1554 | loss: 0.031227 | val_loss: 0.0312294 | Time: 7672.26 ms [2021-12-05 03:22:38 main:574] : INFO : Epoch 1555 | loss: 0.0312257 | val_loss: 0.031226 | Time: 7757.65 ms [2021-12-05 03:22:46 main:574] : INFO : Epoch 1556 | loss: 0.0312262 | val_loss: 0.031223 | Time: 7622.57 ms [2021-12-05 03:22:53 main:574] : INFO : Epoch 1557 | loss: 0.031226 | val_loss: 0.0312214 | Time: 7694.97 ms [2021-12-05 03:23:01 main:574] : INFO : Epoch 1558 | loss: 0.0312241 | val_loss: 0.0312259 | Time: 7751.13 ms [2021-12-05 03:23:09 main:574] : INFO : Epoch 1559 | loss: 0.0312224 | val_loss: 0.0312215 | Time: 7879.12 ms [2021-12-05 03:23:17 main:574] : INFO : Epoch 1560 | loss: 0.0312222 | val_loss: 0.0312208 | Time: 7673.41 ms [2021-12-05 03:23:25 main:574] : INFO : Epoch 1561 | loss: 0.0312243 | val_loss: 0.031225 | Time: 8115.66 ms [2021-12-05 03:23:33 main:574] : INFO : Epoch 1562 | loss: 0.0312237 | val_loss: 0.0312314 | Time: 7795.82 ms [2021-12-05 03:23:41 main:574] : INFO : Epoch 1563 | loss: 0.0312235 | val_loss: 0.031222 | Time: 7700.86 ms [2021-12-05 03:23:48 main:574] : INFO : Epoch 1564 | loss: 0.0312216 | val_loss: 0.0312214 | Time: 7695.8 ms [2021-12-05 03:23:56 main:574] : INFO : Epoch 1565 | loss: 0.0312228 | val_loss: 0.0312213 | Time: 7674.05 ms [2021-12-05 03:24:04 main:574] : INFO : Epoch 1566 | loss: 0.0312234 | val_loss: 0.0312313 | Time: 7663.6 ms [2021-12-05 03:24:11 main:574] : INFO : Epoch 1567 | loss: 0.0312275 | val_loss: 0.0312262 | Time: 7701.31 ms [2021-12-05 03:24:20 main:574] : INFO : Epoch 1568 | loss: 0.0312235 | val_loss: 0.0312317 | Time: 8224.69 ms [2021-12-05 03:24:28 main:574] : INFO : Epoch 1569 | loss: 0.0312287 | val_loss: 0.031226 | Time: 7873.82 ms [2021-12-05 03:24:35 main:574] : INFO : Epoch 1570 | loss: 0.0312227 | val_loss: 0.0312307 | Time: 7643.91 ms [2021-12-05 03:24:43 main:574] : INFO : Epoch 1571 | loss: 0.0312241 | val_loss: 0.0312232 | Time: 7745.31 ms [2021-12-05 03:24:51 main:574] : INFO : Epoch 1572 | loss: 0.0312215 | val_loss: 0.0312202 | Time: 7544.03 ms [2021-12-05 03:24:58 main:574] : INFO : Epoch 1573 | loss: 0.0312214 | val_loss: 0.0312215 | Time: 7651.2 ms [2021-12-05 03:25:07 main:574] : INFO : Epoch 1574 | loss: 0.0312237 | val_loss: 0.0312271 | Time: 8577.97 ms [2021-12-05 03:25:16 main:574] : INFO : Epoch 1575 | loss: 0.0312253 | val_loss: 0.0312223 | Time: 8681 ms [2021-12-05 03:25:23 main:574] : INFO : Epoch 1576 | loss: 0.0312236 | val_loss: 0.0312251 | Time: 7742.29 ms [2021-12-05 03:25:31 main:574] : INFO : Epoch 1577 | loss: 0.0312268 | val_loss: 0.031234 | Time: 7608.38 ms [2021-12-05 03:25:39 main:574] : INFO : Epoch 1578 | loss: 0.031225 | val_loss: 0.0312242 | Time: 7713.94 ms [2021-12-05 03:25:47 main:574] : INFO : Epoch 1579 | loss: 0.0312226 | val_loss: 0.0312223 | Time: 8074.88 ms [2021-12-05 03:25:55 main:574] : INFO : Epoch 1580 | loss: 0.0312243 | val_loss: 0.0312228 | Time: 7660.5 ms [2021-12-05 03:26:03 main:574] : INFO : Epoch 1581 | loss: 0.0312241 | val_loss: 0.0312284 | Time: 7743.22 ms [2021-12-05 03:26:10 main:574] : INFO : Epoch 1582 | loss: 0.0312254 | val_loss: 0.0312279 | Time: 7705.86 ms [2021-12-05 03:26:18 main:574] : INFO : Epoch 1583 | loss: 0.0312247 | val_loss: 0.0312339 | Time: 7704.13 ms [2021-12-05 03:26:26 main:574] : INFO : Epoch 1584 | loss: 0.0312256 | val_loss: 0.0312219 | Time: 7896.36 ms [2021-12-05 03:26:33 main:574] : INFO : Epoch 1585 | loss: 0.0312236 | val_loss: 0.0312212 | Time: 7523.21 ms [2021-12-05 03:26:41 main:574] : INFO : Epoch 1586 | loss: 0.0312229 | val_loss: 0.0312218 | Time: 7737.46 ms [2021-12-05 03:26:49 main:574] : INFO : Epoch 1587 | loss: 0.0312238 | val_loss: 0.0312239 | Time: 7697.98 ms [2021-12-05 03:26:57 main:574] : INFO : Epoch 1588 | loss: 0.0312219 | val_loss: 0.0312214 | Time: 7814.58 ms [2021-12-05 03:27:05 main:574] : INFO : Epoch 1589 | loss: 0.0312214 | val_loss: 0.0312209 | Time: 7681.93 ms [2021-12-05 03:27:12 main:574] : INFO : Epoch 1590 | loss: 0.0312242 | val_loss: 0.0312254 | Time: 7812.97 ms [2021-12-05 03:27:20 main:574] : INFO : Epoch 1591 | loss: 0.0312233 | val_loss: 0.0312222 | Time: 7648.5 ms [2021-12-05 03:27:28 main:574] : INFO : Epoch 1592 | loss: 0.0312241 | val_loss: 0.0312239 | Time: 7606.93 ms [2021-12-05 03:27:35 main:574] : INFO : Epoch 1593 | loss: 0.0312285 | val_loss: 0.031224 | Time: 7620.01 ms [2021-12-05 03:27:43 main:574] : INFO : Epoch 1594 | loss: 0.031225 | val_loss: 0.0312215 | Time: 7673.47 ms [2021-12-05 03:27:51 main:574] : INFO : Epoch 1595 | loss: 0.0312242 | val_loss: 0.0312238 | Time: 7591.93 ms [2021-12-05 03:27:58 main:574] : INFO : Epoch 1596 | loss: 0.0312241 | val_loss: 0.0312236 | Time: 7656.27 ms [2021-12-05 03:28:06 main:574] : INFO : Epoch 1597 | loss: 0.0312242 | val_loss: 0.0312258 | Time: 7744.37 ms [2021-12-05 03:28:14 main:574] : INFO : Epoch 1598 | loss: 0.0312248 | val_loss: 0.0312207 | Time: 7869.74 ms [2021-12-05 03:28:23 main:574] : INFO : Epoch 1599 | loss: 0.0312215 | val_loss: 0.0312249 | Time: 8546.18 ms [2021-12-05 03:28:31 main:574] : INFO : Epoch 1600 | loss: 0.0312221 | val_loss: 0.0312214 | Time: 8285.44 ms [2021-12-05 03:28:39 main:574] : INFO : Epoch 1601 | loss: 0.0312224 | val_loss: 0.031223 | Time: 7843.77 ms [2021-12-05 03:28:47 main:574] : INFO : Epoch 1602 | loss: 0.0312218 | val_loss: 0.0312203 | Time: 7595.46 ms [2021-12-05 03:28:54 main:574] : INFO : Epoch 1603 | loss: 0.0312232 | val_loss: 0.0312272 | Time: 7665.67 ms [2021-12-05 03:29:02 main:574] : INFO : Epoch 1604 | loss: 0.0312223 | val_loss: 0.0312225 | Time: 7623.4 ms [2021-12-05 03:29:10 main:574] : INFO : Epoch 1605 | loss: 0.0312246 | val_loss: 0.0312201 | Time: 7804.93 ms [2021-12-05 03:29:18 main:574] : INFO : Epoch 1606 | loss: 0.0312254 | val_loss: 0.0312255 | Time: 7790.27 ms [2021-12-05 03:29:25 main:574] : INFO : Epoch 1607 | loss: 0.0312226 | val_loss: 0.0312239 | Time: 7731.17 ms [2021-12-05 03:29:33 main:574] : INFO : Epoch 1608 | loss: 0.0312216 | val_loss: 0.0312218 | Time: 7620.78 ms [2021-12-05 03:29:41 main:574] : INFO : Epoch 1609 | loss: 0.0312212 | val_loss: 0.0312207 | Time: 7725.24 ms [2021-12-05 03:29:48 main:574] : INFO : Epoch 1610 | loss: 0.0312211 | val_loss: 0.0312265 | Time: 7627.66 ms [2021-12-05 03:29:56 main:574] : INFO : Epoch 1611 | loss: 0.031222 | val_loss: 0.0312206 | Time: 7651.22 ms [2021-12-05 03:30:04 main:574] : INFO : Epoch 1612 | loss: 0.0312212 | val_loss: 0.031221 | Time: 7641.82 ms [2021-12-05 03:30:12 main:574] : INFO : Epoch 1613 | loss: 0.0312224 | val_loss: 0.031234 | Time: 7879.98 ms [2021-12-05 03:30:20 main:574] : INFO : Epoch 1614 | loss: 0.0312258 | val_loss: 0.0312248 | Time: 7898.17 ms [2021-12-05 03:30:27 main:574] : INFO : Epoch 1615 | loss: 0.0312236 | val_loss: 0.0312234 | Time: 7680.91 ms [2021-12-05 03:30:35 main:574] : INFO : Epoch 1616 | loss: 0.0312209 | val_loss: 0.0312203 | Time: 7621.57 ms [2021-12-05 03:30:43 main:574] : INFO : Epoch 1617 | loss: 0.0312222 | val_loss: 0.0312281 | Time: 7804.55 ms [2021-12-05 03:30:51 main:574] : INFO : Epoch 1618 | loss: 0.0312269 | val_loss: 0.0312292 | Time: 7602.03 ms [2021-12-05 03:30:58 main:574] : INFO : Epoch 1619 | loss: 0.0312304 | val_loss: 0.0312275 | Time: 7684.51 ms [2021-12-05 03:31:06 main:574] : INFO : Epoch 1620 | loss: 0.0312252 | val_loss: 0.0312233 | Time: 7578.21 ms [2021-12-05 03:31:14 main:574] : INFO : Epoch 1621 | loss: 0.0312234 | val_loss: 0.0312241 | Time: 7823.2 ms [2021-12-05 03:31:21 main:574] : INFO : Epoch 1622 | loss: 0.0312235 | val_loss: 0.0312223 | Time: 7669.22 ms [2021-12-05 03:31:29 main:574] : INFO : Epoch 1623 | loss: 0.0312231 | val_loss: 0.0312239 | Time: 7714.85 ms [2021-12-05 03:31:37 main:574] : INFO : Epoch 1624 | loss: 0.0312233 | val_loss: 0.0312222 | Time: 7610.32 ms [2021-12-05 03:31:45 main:574] : INFO : Epoch 1625 | loss: 0.0312244 | val_loss: 0.0312235 | Time: 7634.1 ms [2021-12-05 03:31:52 main:574] : INFO : Epoch 1626 | loss: 0.0312241 | val_loss: 0.031223 | Time: 7652.25 ms [2021-12-05 03:32:00 main:574] : INFO : Epoch 1627 | loss: 0.0312248 | val_loss: 0.0312218 | Time: 7658.32 ms [2021-12-05 03:32:08 main:574] : INFO : Epoch 1628 | loss: 0.0312223 | val_loss: 0.0312277 | Time: 7555.23 ms [2021-12-05 03:32:25 main:574] : INFO : Epoch 1629 | loss: 0.0312227 | val_loss: 0.0312225 | Time: 17709.7 ms [2021-12-05 03:32:33 main:574] : INFO : Epoch 1630 | loss: 0.0312252 | val_loss: 0.0312239 | Time: 7485.57 ms [2021-12-05 03:32:40 main:574] : INFO : Epoch 1631 | loss: 0.031226 | val_loss: 0.0312228 | Time: 7562.79 ms [2021-12-05 03:32:48 main:574] : INFO : Epoch 1632 | loss: 0.0312267 | val_loss: 0.0312258 | Time: 7524.57 ms [2021-12-05 03:32:56 main:574] : INFO : Epoch 1633 | loss: 0.0312245 | val_loss: 0.0312246 | Time: 7482.2 ms [2021-12-05 03:33:03 main:574] : INFO : Epoch 1634 | loss: 0.0312226 | val_loss: 0.0312223 | Time: 7671.98 ms [2021-12-05 03:33:11 main:574] : INFO : Epoch 1635 | loss: 0.0312214 | val_loss: 0.0312204 | Time: 7691.31 ms [2021-12-05 03:33:29 main:574] : INFO : Epoch 1636 | loss: 0.0312214 | val_loss: 0.0312238 | Time: 17663.3 ms [2021-12-05 03:33:36 main:574] : INFO : Epoch 1637 | loss: 0.0312254 | val_loss: 0.0312279 | Time: 7563.62 ms [2021-12-05 03:33:44 main:574] : INFO : Epoch 1638 | loss: 0.0312242 | val_loss: 0.0312272 | Time: 7607.69 ms [2021-12-05 03:33:51 main:574] : INFO : Epoch 1639 | loss: 0.0312224 | val_loss: 0.0312228 | Time: 7516.82 ms [2021-12-05 03:33:59 main:574] : INFO : Epoch 1640 | loss: 0.0312223 | val_loss: 0.0312219 | Time: 7710.46 ms [2021-12-05 03:34:07 main:574] : INFO : Epoch 1641 | loss: 0.0312214 | val_loss: 0.0312245 | Time: 7612.17 ms [2021-12-05 03:34:25 main:574] : INFO : Epoch 1642 | loss: 0.0312238 | val_loss: 0.0312217 | Time: 18015.6 ms [2021-12-05 03:34:32 main:574] : INFO : Epoch 1643 | loss: 0.0312236 | val_loss: 0.0312215 | Time: 7465.49 ms [2021-12-05 03:34:40 main:574] : INFO : Epoch 1644 | loss: 0.0312244 | val_loss: 0.0312238 | Time: 7613.77 ms [2021-12-05 03:34:48 main:574] : INFO : Epoch 1645 | loss: 0.0312233 | val_loss: 0.031233 | Time: 7596.55 ms [2021-12-05 03:34:55 main:574] : INFO : Epoch 1646 | loss: 0.0312229 | val_loss: 0.031221 | Time: 7594.86 ms [2021-12-05 03:35:03 main:574] : INFO : Epoch 1647 | loss: 0.0312238 | val_loss: 0.031225 | Time: 7535.92 ms [2021-12-05 03:35:11 main:574] : INFO : Epoch 1648 | loss: 0.0312219 | val_loss: 0.0312207 | Time: 7681.43 ms [2021-12-05 03:35:28 main:574] : INFO : Epoch 1649 | loss: 0.0312209 | val_loss: 0.0312215 | Time: 17779.1 ms [2021-12-05 03:35:36 main:574] : INFO : Epoch 1650 | loss: 0.0312213 | val_loss: 0.0312256 | Time: 7499.06 ms [2021-12-05 03:35:45 main:574] : INFO : Epoch 1651 | loss: 0.0312257 | val_loss: 0.0312239 | Time: 8499.86 ms [2021-12-05 03:35:52 main:574] : INFO : Epoch 1652 | loss: 0.0312238 | val_loss: 0.031222 | Time: 7740.46 ms [2021-12-05 03:36:00 main:574] : INFO : Epoch 1653 | loss: 0.031221 | val_loss: 0.0312213 | Time: 7528.78 ms [2021-12-05 03:36:08 main:574] : INFO : Epoch 1654 | loss: 0.031225 | val_loss: 0.0312306 | Time: 7631.87 ms [2021-12-05 03:36:15 main:574] : INFO : Epoch 1655 | loss: 0.031224 | val_loss: 0.0312226 | Time: 7803.1 ms [2021-12-05 03:36:33 main:574] : INFO : Epoch 1656 | loss: 0.0312265 | val_loss: 0.0312233 | Time: 17301.9 ms [2021-12-05 03:36:40 main:574] : INFO : Epoch 1657 | loss: 0.0312244 | val_loss: 0.0312218 | Time: 7596.32 ms [2021-12-05 03:36:48 main:574] : INFO : Epoch 1658 | loss: 0.0312208 | val_loss: 0.0312211 | Time: 7587.08 ms [2021-12-05 03:36:56 main:574] : INFO : Epoch 1659 | loss: 0.0312279 | val_loss: 0.0312265 | Time: 7543.63 ms [2021-12-05 03:37:03 main:574] : INFO : Epoch 1660 | loss: 0.0312319 | val_loss: 0.0312286 | Time: 7544.24 ms [2021-12-05 03:37:11 main:574] : INFO : Epoch 1661 | loss: 0.0312223 | val_loss: 0.0312224 | Time: 7607.89 ms [2021-12-05 03:37:29 main:574] : INFO : Epoch 1662 | loss: 0.031222 | val_loss: 0.0312222 | Time: 17794.7 ms [2021-12-05 03:37:36 main:574] : INFO : Epoch 1663 | loss: 0.0312213 | val_loss: 0.0312215 | Time: 7591.11 ms [2021-12-05 03:37:44 main:574] : INFO : Epoch 1664 | loss: 0.031222 | val_loss: 0.0312226 | Time: 7646.6 ms [2021-12-05 03:37:52 main:574] : INFO : Epoch 1665 | loss: 0.0312209 | val_loss: 0.0312205 | Time: 7564.91 ms [2021-12-05 03:37:59 main:574] : INFO : Epoch 1666 | loss: 0.0312216 | val_loss: 0.0312212 | Time: 7589.53 ms [2021-12-05 03:38:07 main:574] : INFO : Epoch 1667 | loss: 0.031222 | val_loss: 0.0312212 | Time: 7666.52 ms [2021-12-05 03:38:15 main:574] : INFO : Epoch 1668 | loss: 0.0312227 | val_loss: 0.0312253 | Time: 7755.41 ms [2021-12-05 03:38:32 main:574] : INFO : Epoch 1669 | loss: 0.0312231 | val_loss: 0.0312243 | Time: 17575 ms [2021-12-05 03:38:40 main:574] : INFO : Epoch 1670 | loss: 0.0312222 | val_loss: 0.0312214 | Time: 7629.63 ms [2021-12-05 03:38:48 main:574] : INFO : Epoch 1671 | loss: 0.0312222 | val_loss: 0.0312209 | Time: 7640 ms [2021-12-05 03:38:55 main:574] : INFO : Epoch 1672 | loss: 0.0312216 | val_loss: 0.0312228 | Time: 7567.6 ms [2021-12-05 03:39:03 main:574] : INFO : Epoch 1673 | loss: 0.0312212 | val_loss: 0.0312216 | Time: 7563.9 ms [2021-12-05 03:39:11 main:574] : INFO : Epoch 1674 | loss: 0.031221 | val_loss: 0.0312213 | Time: 7697.69 ms [2021-12-05 03:39:28 main:574] : INFO : Epoch 1675 | loss: 0.0312208 | val_loss: 0.0312258 | Time: 17757.1 ms [2021-12-05 03:39:36 main:574] : INFO : Epoch 1676 | loss: 0.0312238 | val_loss: 0.0312225 | Time: 7776.09 ms [2021-12-05 03:39:44 main:574] : INFO : Epoch 1677 | loss: 0.0312224 | val_loss: 0.0312262 | Time: 7625.33 ms [2021-12-05 03:39:51 main:574] : INFO : Epoch 1678 | loss: 0.0312238 | val_loss: 0.0312224 | Time: 7497.55 ms [2021-12-05 03:39:59 main:574] : INFO : Epoch 1679 | loss: 0.0312256 | val_loss: 0.0312253 | Time: 7550.36 ms [2021-12-05 03:40:07 main:574] : INFO : Epoch 1680 | loss: 0.0312238 | val_loss: 0.0312284 | Time: 7602.37 ms [2021-12-05 03:40:15 main:574] : INFO : Epoch 1681 | loss: 0.0312234 | val_loss: 0.0312203 | Time: 7760.13 ms [2021-12-05 03:40:32 main:574] : INFO : Epoch 1682 | loss: 0.0312253 | val_loss: 0.0312378 | Time: 17752.7 ms [2021-12-05 03:40:40 main:574] : INFO : Epoch 1683 | loss: 0.0312268 | val_loss: 0.0312208 | Time: 7709.3 ms [2021-12-05 03:40:48 main:574] : INFO : Epoch 1684 | loss: 0.0312208 | val_loss: 0.0312218 | Time: 7812.47 ms [2021-12-05 03:40:56 main:574] : INFO : Epoch 1685 | loss: 0.0312211 | val_loss: 0.0312217 | Time: 7645.12 ms [2021-12-05 03:41:03 main:574] : INFO : Epoch 1686 | loss: 0.0312225 | val_loss: 0.031221 | Time: 7564.5 ms [2021-12-05 03:41:11 main:574] : INFO : Epoch 1687 | loss: 0.0312219 | val_loss: 0.0312214 | Time: 7672.47 ms [2021-12-05 03:41:29 main:574] : INFO : Epoch 1688 | loss: 0.031221 | val_loss: 0.0312204 | Time: 17906.4 ms [2021-12-05 03:41:37 main:574] : INFO : Epoch 1689 | loss: 0.0312214 | val_loss: 0.0312221 | Time: 7643.16 ms [2021-12-05 03:41:44 main:574] : INFO : Epoch 1690 | loss: 0.031222 | val_loss: 0.0312204 | Time: 7764.59 ms [2021-12-05 03:41:52 main:574] : INFO : Epoch 1691 | loss: 0.0312205 | val_loss: 0.0312258 | Time: 7663.83 ms [2021-12-05 03:42:00 main:574] : INFO : Epoch 1692 | loss: 0.0312227 | val_loss: 0.031228 | Time: 7521.79 ms [2021-12-05 03:42:07 main:574] : INFO : Epoch 1693 | loss: 0.0312246 | val_loss: 0.0312231 | Time: 7544.2 ms [2021-12-05 03:42:15 main:574] : INFO : Epoch 1694 | loss: 0.0312212 | val_loss: 0.0312242 | Time: 7718.06 ms [2021-12-05 03:42:33 main:574] : INFO : Epoch 1695 | loss: 0.0312211 | val_loss: 0.0312226 | Time: 17912.6 ms [2021-12-05 03:42:41 main:574] : INFO : Epoch 1696 | loss: 0.0312256 | val_loss: 0.0312241 | Time: 7602.56 ms [2021-12-05 03:42:48 main:574] : INFO : Epoch 1697 | loss: 0.0312207 | val_loss: 0.0312226 | Time: 7792.75 ms [2021-12-05 03:42:56 main:574] : INFO : Epoch 1698 | loss: 0.0312203 | val_loss: 0.0312225 | Time: 7649.11 ms [2021-12-05 03:43:04 main:574] : INFO : Epoch 1699 | loss: 0.0312209 | val_loss: 0.0312206 | Time: 7626.92 ms [2021-12-05 03:43:12 main:574] : INFO : Epoch 1700 | loss: 0.0312224 | val_loss: 0.031223 | Time: 7876.68 ms [2021-12-05 03:43:19 main:574] : INFO : Epoch 1701 | loss: 0.031222 | val_loss: 0.0312235 | Time: 7829.44 ms [2021-12-05 03:43:27 main:574] : INFO : Epoch 1702 | loss: 0.0312211 | val_loss: 0.031225 | Time: 7809.57 ms [2021-12-05 03:43:36 main:574] : INFO : Epoch 1703 | loss: 0.0312219 | val_loss: 0.0312207 | Time: 8149.86 ms [2021-12-05 03:43:44 main:574] : INFO : Epoch 1704 | loss: 0.031221 | val_loss: 0.0312312 | Time: 8475.78 ms [2021-12-05 03:43:52 main:574] : INFO : Epoch 1705 | loss: 0.0312268 | val_loss: 0.0312348 | Time: 7753.37 ms [2021-12-05 03:44:00 main:574] : INFO : Epoch 1706 | loss: 0.0312297 | val_loss: 0.0312292 | Time: 7744.55 ms [2021-12-05 03:44:07 main:574] : INFO : Epoch 1707 | loss: 0.0312227 | val_loss: 0.0312238 | Time: 7742.62 ms [2021-12-05 03:44:15 main:574] : INFO : Epoch 1708 | loss: 0.0312203 | val_loss: 0.0312204 | Time: 7960.23 ms [2021-12-05 03:44:33 main:574] : INFO : Epoch 1709 | loss: 0.0312218 | val_loss: 0.0312211 | Time: 17815.2 ms [2021-12-05 03:44:41 main:574] : INFO : Epoch 1710 | loss: 0.0312213 | val_loss: 0.0312205 | Time: 7534.14 ms [2021-12-05 03:44:49 main:574] : INFO : Epoch 1711 | loss: 0.0312204 | val_loss: 0.0312198 | Time: 7927.39 ms [2021-12-05 03:44:56 main:574] : INFO : Epoch 1712 | loss: 0.0312195 | val_loss: 0.0312213 | Time: 7577.03 ms [2021-12-05 03:45:04 main:574] : INFO : Epoch 1713 | loss: 0.0312201 | val_loss: 0.0312202 | Time: 7721.51 ms [2021-12-05 03:45:12 main:574] : INFO : Epoch 1714 | loss: 0.0312199 | val_loss: 0.0312228 | Time: 7571.59 ms [2021-12-05 03:45:20 main:574] : INFO : Epoch 1715 | loss: 0.0312199 | val_loss: 0.0312199 | Time: 7784.54 ms [2021-12-05 03:45:27 main:574] : INFO : Epoch 1716 | loss: 0.0312198 | val_loss: 0.0312257 | Time: 7773.55 ms [2021-12-05 03:45:35 main:574] : INFO : Epoch 1717 | loss: 0.0312209 | val_loss: 0.0312213 | Time: 7637.3 ms [2021-12-05 03:45:44 main:574] : INFO : Epoch 1718 | loss: 0.0312241 | val_loss: 0.031224 | Time: 8662.79 ms [2021-12-05 03:45:52 main:574] : INFO : Epoch 1719 | loss: 0.031222 | val_loss: 0.0312208 | Time: 8197.89 ms [2021-12-05 03:46:00 main:574] : INFO : Epoch 1720 | loss: 0.0312207 | val_loss: 0.0312285 | Time: 7753.29 ms [2021-12-05 03:46:08 main:574] : INFO : Epoch 1721 | loss: 0.0312223 | val_loss: 0.0312276 | Time: 7719.76 ms [2021-12-05 03:46:15 main:574] : INFO : Epoch 1722 | loss: 0.0312221 | val_loss: 0.0312213 | Time: 7747.97 ms [2021-12-05 03:46:33 main:574] : INFO : Epoch 1723 | loss: 0.0312197 | val_loss: 0.0312196 | Time: 17753 ms [2021-12-05 03:46:41 main:574] : INFO : Epoch 1724 | loss: 0.0312202 | val_loss: 0.0312204 | Time: 7699.3 ms [2021-12-05 03:46:49 main:574] : INFO : Epoch 1725 | loss: 0.0312197 | val_loss: 0.0312215 | Time: 7838.49 ms [2021-12-05 03:46:56 main:574] : INFO : Epoch 1726 | loss: 0.0312215 | val_loss: 0.0312208 | Time: 7509.84 ms [2021-12-05 03:47:04 main:574] : INFO : Epoch 1727 | loss: 0.0312197 | val_loss: 0.0312202 | Time: 7536.68 ms [2021-12-05 03:47:12 main:574] : INFO : Epoch 1728 | loss: 0.0312198 | val_loss: 0.0312236 | Time: 7531.27 ms [2021-12-05 03:47:20 main:574] : INFO : Epoch 1729 | loss: 0.0312206 | val_loss: 0.0312209 | Time: 8169.13 ms [2021-12-05 03:47:28 main:574] : INFO : Epoch 1730 | loss: 0.0312243 | val_loss: 0.0312297 | Time: 7953.07 ms [2021-12-05 03:47:35 main:574] : INFO : Epoch 1731 | loss: 0.0312243 | val_loss: 0.031221 | Time: 7654.11 ms [2021-12-05 03:47:43 main:574] : INFO : Epoch 1732 | loss: 0.0312197 | val_loss: 0.0312207 | Time: 8017.07 ms [2021-12-05 03:47:51 main:574] : INFO : Epoch 1733 | loss: 0.03122 | val_loss: 0.0312201 | Time: 7692.53 ms [2021-12-05 03:47:59 main:574] : INFO : Epoch 1734 | loss: 0.0312194 | val_loss: 0.0312213 | Time: 7688.53 ms [2021-12-05 03:48:07 main:574] : INFO : Epoch 1735 | loss: 0.0312202 | val_loss: 0.0312201 | Time: 7690.55 ms [2021-12-05 03:48:15 main:574] : INFO : Epoch 1736 | loss: 0.0312213 | val_loss: 0.0312242 | Time: 7937.94 ms [2021-12-05 03:48:22 main:574] : INFO : Epoch 1737 | loss: 0.0312196 | val_loss: 0.0312216 | Time: 7754.04 ms [2021-12-05 03:48:40 main:574] : INFO : Epoch 1738 | loss: 0.031222 | val_loss: 0.0312243 | Time: 7584.73 ms [2021-12-05 03:48:48 main:574] : INFO : Epoch 1739 | loss: 0.0312211 | val_loss: 0.0312204 | Time: 7802.03 ms [2021-12-05 03:48:56 main:574] : INFO : Epoch 1740 | loss: 0.0312208 | val_loss: 0.0312216 | Time: 7600.1 ms [2021-12-05 03:49:03 main:574] : INFO : Epoch 1741 | loss: 0.0312229 | val_loss: 0.0312224 | Time: 7498.35 ms [2021-12-05 03:49:11 main:574] : INFO : Epoch 1742 | loss: 0.03122 | val_loss: 0.0312205 | Time: 7489.89 ms [2021-12-05 03:49:18 main:574] : INFO : Epoch 1743 | loss: 0.0312203 | val_loss: 0.0312202 | Time: 7660.44 ms [2021-12-05 03:49:26 main:574] : INFO : Epoch 1744 | loss: 0.0312203 | val_loss: 0.0312202 | Time: 7710.33 ms [2021-12-05 03:49:34 main:574] : INFO : Epoch 1745 | loss: 0.0312199 | val_loss: 0.0312205 | Time: 7756.32 ms [2021-12-05 03:49:42 main:574] : INFO : Epoch 1746 | loss: 0.0312212 | val_loss: 0.0312218 | Time: 7670.33 ms [2021-12-05 03:49:50 main:574] : INFO : Epoch 1747 | loss: 0.0312191 | val_loss: 0.031219 | Time: 7865.89 ms [2021-12-05 03:49:57 main:574] : INFO : Epoch 1748 | loss: 0.0312198 | val_loss: 0.0312211 | Time: 7649.63 ms [2021-12-05 03:50:05 main:574] : INFO : Epoch 1749 | loss: 0.0312296 | val_loss: 0.0312366 | Time: 7615.25 ms [2021-12-05 03:50:13 main:574] : INFO : Epoch 1750 | loss: 0.0312242 | val_loss: 0.0312236 | Time: 7819.15 ms [2021-12-05 03:50:20 main:574] : INFO : Epoch 1751 | loss: 0.0312198 | val_loss: 0.0312265 | Time: 7722.54 ms [2021-12-05 03:50:38 main:574] : INFO : Epoch 1752 | loss: 0.0312209 | val_loss: 0.0312211 | Time: 17743.8 ms [2021-12-05 03:50:46 main:574] : INFO : Epoch 1753 | loss: 0.0312228 | val_loss: 0.0312242 | Time: 7674.47 ms [2021-12-05 03:50:54 main:574] : INFO : Epoch 1754 | loss: 0.0312201 | val_loss: 0.0312208 | Time: 7714.33 ms [2021-12-05 03:51:01 main:574] : INFO : Epoch 1755 | loss: 0.0312201 | val_loss: 0.0312208 | Time: 7551.04 ms [2021-12-05 03:51:09 main:574] : INFO : Epoch 1756 | loss: 0.0312201 | val_loss: 0.0312195 | Time: 7537.71 ms [2021-12-05 03:51:17 main:574] : INFO : Epoch 1757 | loss: 0.0312199 | val_loss: 0.0312202 | Time: 7598.13 ms [2021-12-05 03:51:24 main:574] : INFO : Epoch 1758 | loss: 0.0312202 | val_loss: 0.0312207 | Time: 7700.15 ms [2021-12-05 03:51:32 main:574] : INFO : Epoch 1759 | loss: 0.0312195 | val_loss: 0.0312199 | Time: 7784.82 ms [2021-12-05 03:51:40 main:574] : INFO : Epoch 1760 | loss: 0.0312195 | val_loss: 0.0312195 | Time: 7768.4 ms [2021-12-05 03:51:48 main:574] : INFO : Epoch 1761 | loss: 0.0312213 | val_loss: 0.0312234 | Time: 7819.86 ms [2021-12-05 03:51:56 main:574] : INFO : Epoch 1762 | loss: 0.0312224 | val_loss: 0.0312253 | Time: 7787.07 ms [2021-12-05 03:52:03 main:574] : INFO : Epoch 1763 | loss: 0.0312212 | val_loss: 0.0312264 | Time: 7689.74 ms [2021-12-05 03:52:11 main:574] : INFO : Epoch 1764 | loss: 0.0312211 | val_loss: 0.0312195 | Time: 7780.11 ms [2021-12-05 03:52:19 main:574] : INFO : Epoch 1765 | loss: 0.0312207 | val_loss: 0.0312266 | Time: 7617.35 ms [2021-12-05 03:52:37 main:574] : INFO : Epoch 1766 | loss: 0.0312213 | val_loss: 0.0312246 | Time: 18039.7 ms [2021-12-05 03:52:45 main:574] : INFO : Epoch 1767 | loss: 0.0312208 | val_loss: 0.0312194 | Time: 7601.66 ms [2021-12-05 03:52:52 main:574] : INFO : Epoch 1768 | loss: 0.0312188 | val_loss: 0.0312191 | Time: 7628.41 ms [2021-12-05 03:53:00 main:574] : INFO : Epoch 1769 | loss: 0.031221 | val_loss: 0.0312211 | Time: 7644.6 ms [2021-12-05 03:53:07 main:574] : INFO : Epoch 1770 | loss: 0.0312209 | val_loss: 0.0312262 | Time: 7491.75 ms [2021-12-05 03:53:15 main:574] : INFO : Epoch 1771 | loss: 0.0312201 | val_loss: 0.0312249 | Time: 7683.57 ms [2021-12-05 03:53:23 main:574] : INFO : Epoch 1772 | loss: 0.0312202 | val_loss: 0.03122 | Time: 7673.65 ms [2021-12-05 03:53:31 main:574] : INFO : Epoch 1773 | loss: 0.0312191 | val_loss: 0.0312193 | Time: 7806.29 ms [2021-12-05 03:53:39 main:574] : INFO : Epoch 1774 | loss: 0.0312194 | val_loss: 0.0312207 | Time: 7760.06 ms [2021-12-05 03:53:46 main:574] : INFO : Epoch 1775 | loss: 0.0312204 | val_loss: 0.0312261 | Time: 7751.79 ms [2021-12-05 03:53:54 main:574] : INFO : Epoch 1776 | loss: 0.0312205 | val_loss: 0.0312198 | Time: 7803.21 ms [2021-12-05 03:54:02 main:574] : INFO : Epoch 1777 | loss: 0.0312187 | val_loss: 0.0312194 | Time: 7782.25 ms [2021-12-05 03:54:10 main:574] : INFO : Epoch 1778 | loss: 0.0312189 | val_loss: 0.0312192 | Time: 7698.32 ms [2021-12-05 03:54:18 main:574] : INFO : Epoch 1779 | loss: 0.0312227 | val_loss: 0.0312206 | Time: 7838.43 ms [2021-12-05 03:54:37 main:574] : INFO : Epoch 1780 | loss: 0.0312239 | val_loss: 0.0312213 | Time: 18899 ms [2021-12-05 03:54:44 main:574] : INFO : Epoch 1781 | loss: 0.0312205 | val_loss: 0.0312205 | Time: 7778.06 ms [2021-12-05 03:54:52 main:574] : INFO : Epoch 1782 | loss: 0.0312186 | val_loss: 0.0312211 | Time: 7595.63 ms [2021-12-05 03:55:00 main:574] : INFO : Epoch 1783 | loss: 0.0312198 | val_loss: 0.0312291 | Time: 7595.85 ms [2021-12-05 03:55:07 main:574] : INFO : Epoch 1784 | loss: 0.031221 | val_loss: 0.0312221 | Time: 7722.21 ms [2021-12-05 03:55:15 main:574] : INFO : Epoch 1785 | loss: 0.031219 | val_loss: 0.031223 | Time: 7637.64 ms [2021-12-05 03:55:23 main:574] : INFO : Epoch 1786 | loss: 0.0312199 | val_loss: 0.0312196 | Time: 7685.55 ms [2021-12-05 03:55:31 main:574] : INFO : Epoch 1787 | loss: 0.0312216 | val_loss: 0.0312239 | Time: 7797.43 ms [2021-12-05 03:55:38 main:574] : INFO : Epoch 1788 | loss: 0.0312206 | val_loss: 0.0312223 | Time: 7663.59 ms [2021-12-05 03:55:47 main:574] : INFO : Epoch 1789 | loss: 0.0312182 | val_loss: 0.0312203 | Time: 8153.97 ms [2021-12-05 03:55:54 main:574] : INFO : Epoch 1790 | loss: 0.0312184 | val_loss: 0.0312232 | Time: 7870.43 ms [2021-12-05 03:56:02 main:574] : INFO : Epoch 1791 | loss: 0.0312191 | val_loss: 0.0312205 | Time: 7890.3 ms [2021-12-05 03:56:10 main:574] : INFO : Epoch 1792 | loss: 0.0312185 | val_loss: 0.0312216 | Time: 7693.15 ms [2021-12-05 03:56:18 main:574] : INFO : Epoch 1793 | loss: 0.0312208 | val_loss: 0.0312202 | Time: 7764.67 ms [2021-12-05 03:56:26 main:574] : INFO : Epoch 1794 | loss: 0.0312224 | val_loss: 0.0312207 | Time: 7713.97 ms [2021-12-05 03:56:43 main:574] : INFO : Epoch 1795 | loss: 0.031222 | val_loss: 0.0312204 | Time: 17546.1 ms [2021-12-05 03:56:51 main:574] : INFO : Epoch 1796 | loss: 0.0312185 | val_loss: 0.0312195 | Time: 7598.6 ms [2021-12-05 03:56:59 main:574] : INFO : Epoch 1797 | loss: 0.0312189 | val_loss: 0.0312206 | Time: 7735.26 ms [2021-12-05 03:57:06 main:574] : INFO : Epoch 1798 | loss: 0.0312193 | val_loss: 0.0312202 | Time: 7550.08 ms [2021-12-05 03:57:14 main:574] : INFO : Epoch 1799 | loss: 0.0312189 | val_loss: 0.0312209 | Time: 7586.38 ms [2021-12-05 03:57:21 main:574] : INFO : Epoch 1800 | loss: 0.031219 | val_loss: 0.0312223 | Time: 7568.36 ms [2021-12-05 03:57:29 main:574] : INFO : Epoch 1801 | loss: 0.0312192 | val_loss: 0.0312193 | Time: 7712 ms [2021-12-05 03:57:37 main:574] : INFO : Epoch 1802 | loss: 0.03122 | val_loss: 0.0312208 | Time: 7602.69 ms [2021-12-05 03:57:45 main:574] : INFO : Epoch 1803 | loss: 0.0312189 | val_loss: 0.0312228 | Time: 7799.08 ms [2021-12-05 03:57:53 main:574] : INFO : Epoch 1804 | loss: 0.0312218 | val_loss: 0.0312194 | Time: 7791.29 ms [2021-12-05 03:58:00 main:574] : INFO : Epoch 1805 | loss: 0.03122 | val_loss: 0.0312186 | Time: 7806.15 ms [2021-12-05 03:58:08 main:574] : INFO : Epoch 1806 | loss: 0.0312179 | val_loss: 0.0312261 | Time: 7717.37 ms [2021-12-05 03:58:16 main:574] : INFO : Epoch 1807 | loss: 0.0312199 | val_loss: 0.0312196 | Time: 7695.63 ms [2021-12-05 03:58:24 main:574] : INFO : Epoch 1808 | loss: 0.0312183 | val_loss: 0.0312221 | Time: 7697.03 ms [2021-12-05 03:58:41 main:574] : INFO : Epoch 1809 | loss: 0.0312202 | val_loss: 0.0312241 | Time: 17574.8 ms [2021-12-05 03:58:50 main:574] : INFO : Epoch 1810 | loss: 0.0312234 | val_loss: 0.0312331 | Time: 8562.02 ms [2021-12-05 03:58:58 main:574] : INFO : Epoch 1811 | loss: 0.0312256 | val_loss: 0.0312223 | Time: 7873.78 ms [2021-12-05 03:59:05 main:574] : INFO : Epoch 1812 | loss: 0.0312253 | val_loss: 0.03123 | Time: 7547.63 ms [2021-12-05 03:59:13 main:574] : INFO : Epoch 1813 | loss: 0.0312221 | val_loss: 0.0312208 | Time: 7702.4 ms [2021-12-05 03:59:21 main:574] : INFO : Epoch 1814 | loss: 0.0312216 | val_loss: 0.0312244 | Time: 7708.59 ms [2021-12-05 03:59:29 main:574] : INFO : Epoch 1815 | loss: 0.0312213 | val_loss: 0.0312237 | Time: 7687.41 ms [2021-12-05 03:59:36 main:574] : INFO : Epoch 1816 | loss: 0.0312216 | val_loss: 0.0312285 | Time: 7665.52 ms [2021-12-05 03:59:44 main:574] : INFO : Epoch 1817 | loss: 0.0312219 | val_loss: 0.0312243 | Time: 7786.11 ms [2021-12-05 03:59:52 main:574] : INFO : Epoch 1818 | loss: 0.0312212 | val_loss: 0.0312292 | Time: 7774.38 ms [2021-12-05 04:00:00 main:574] : INFO : Epoch 1819 | loss: 0.0312243 | val_loss: 0.0312271 | Time: 7889.41 ms [2021-12-05 04:00:08 main:574] : INFO : Epoch 1820 | loss: 0.0312282 | val_loss: 0.0312299 | Time: 7860.45 ms [2021-12-05 04:00:16 main:574] : INFO : Epoch 1821 | loss: 0.0312299 | val_loss: 0.0312339 | Time: 7711.97 ms [2021-12-05 04:00:23 main:574] : INFO : Epoch 1822 | loss: 0.0312328 | val_loss: 0.0312339 | Time: 7689.85 ms [2021-12-05 04:00:41 main:574] : INFO : Epoch 1823 | loss: 0.0312351 | val_loss: 0.0312325 | Time: 17531.3 ms [2021-12-05 04:00:48 main:574] : INFO : Epoch 1824 | loss: 0.0312327 | val_loss: 0.0312301 | Time: 7443 ms [2021-12-05 04:00:56 main:574] : INFO : Epoch 1825 | loss: 0.0312323 | val_loss: 0.0312385 | Time: 7686.6 ms [2021-12-05 04:01:04 main:574] : INFO : Epoch 1826 | loss: 0.0312406 | val_loss: 0.0312557 | Time: 7869.68 ms [2021-12-05 04:01:12 main:574] : INFO : Epoch 1827 | loss: 0.0339174 | val_loss: 0.0326528 | Time: 7617.51 ms [2021-12-05 04:01:19 main:574] : INFO : Epoch 1828 | loss: 0.0318409 | val_loss: 0.0313788 | Time: 7566.14 ms [2021-12-05 04:01:27 main:574] : INFO : Epoch 1829 | loss: 0.0313091 | val_loss: 0.0312759 | Time: 7615.93 ms [2021-12-05 04:01:35 main:574] : INFO : Epoch 1830 | loss: 0.031261 | val_loss: 0.0312552 | Time: 7640.19 ms [2021-12-05 04:01:42 main:574] : INFO : Epoch 1831 | loss: 0.0312526 | val_loss: 0.0312519 | Time: 7686.79 ms [2021-12-05 04:01:50 main:574] : INFO : Epoch 1832 | loss: 0.0312516 | val_loss: 0.0312508 | Time: 7785.43 ms [2021-12-05 04:01:58 main:574] : INFO : Epoch 1833 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 7738.47 ms [2021-12-05 04:02:06 main:574] : INFO : Epoch 1834 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 7899.5 ms [2021-12-05 04:02:14 main:574] : INFO : Epoch 1835 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 7753.64 ms [2021-12-05 04:02:22 main:574] : INFO : Epoch 1836 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 7694.48 ms [2021-12-05 04:02:29 main:574] : INFO : Epoch 1837 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 7785.57 ms [2021-12-05 04:02:47 main:574] : INFO : Epoch 1838 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 17639.3 ms [2021-12-05 04:02:55 main:574] : INFO : Epoch 1839 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 7713.34 ms [2021-12-05 04:03:02 main:574] : INFO : Epoch 1840 | loss: 0.03125 | val_loss: 0.0312503 | Time: 7626.17 ms [2021-12-05 04:03:11 main:574] : INFO : Epoch 1841 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 8053.29 ms [2021-12-05 04:03:18 main:574] : INFO : Epoch 1842 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 7603.29 ms [2021-12-05 04:03:26 main:574] : INFO : Epoch 1843 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 7609.88 ms [2021-12-05 04:03:34 main:574] : INFO : Epoch 1844 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 7704.22 ms [2021-12-05 04:03:41 main:574] : INFO : Epoch 1845 | loss: 0.0312505 | val_loss: 0.031251 | Time: 7757.83 ms [2021-12-05 04:03:49 main:574] : INFO : Epoch 1846 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 7789.37 ms [2021-12-05 04:03:57 main:574] : INFO : Epoch 1847 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 7714.26 ms [2021-12-05 04:04:05 main:574] : INFO : Epoch 1848 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 7777.96 ms [2021-12-05 04:04:13 main:574] : INFO : Epoch 1849 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 7827.35 ms [2021-12-05 04:04:20 main:574] : INFO : Epoch 1850 | loss: 0.03125 | val_loss: 0.0312504 | Time: 7708.07 ms [2021-12-05 04:04:28 main:574] : INFO : Epoch 1851 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 7640.69 ms [2021-12-05 04:04:46 main:574] : INFO : Epoch 1852 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 17658.5 ms [2021-12-05 04:04:53 main:574] : INFO : Epoch 1853 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 7607.1 ms [2021-12-05 04:05:01 main:574] : INFO : Epoch 1854 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 7725.99 ms [2021-12-05 04:05:09 main:574] : INFO : Epoch 1855 | loss: 0.0312507 | val_loss: 0.031252 | Time: 7614.57 ms [2021-12-05 04:05:16 main:574] : INFO : Epoch 1856 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 7516.62 ms [2021-12-05 04:05:24 main:574] : INFO : Epoch 1857 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 7560.1 ms [2021-12-05 04:05:32 main:574] : INFO : Epoch 1858 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 7726.18 ms [2021-12-05 04:05:40 main:574] : INFO : Epoch 1859 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 7757.59 ms [2021-12-05 04:05:48 main:574] : INFO : Epoch 1860 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 7990.19 ms [2021-12-05 04:05:56 main:574] : INFO : Epoch 1861 | loss: 0.0312509 | val_loss: 0.03125 | Time: 8033.06 ms [2021-12-05 04:06:03 main:574] : INFO : Epoch 1862 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 7673.58 ms [2021-12-05 04:06:11 main:574] : INFO : Epoch 1863 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 7882.77 ms [2021-12-05 04:06:19 main:574] : INFO : Epoch 1864 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 7690.49 ms [2021-12-05 04:06:27 main:574] : INFO : Epoch 1865 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 7695.2 ms [2021-12-05 04:06:45 main:574] : INFO : Epoch 1866 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 17744.4 ms [2021-12-05 04:06:52 main:574] : INFO : Epoch 1867 | loss: 0.03125 | val_loss: 0.0312498 | Time: 7547.3 ms [2021-12-05 04:07:00 main:574] : INFO : Epoch 1868 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 7559.36 ms [2021-12-05 04:07:07 main:574] : INFO : Epoch 1869 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 7645.28 ms [2021-12-05 04:07:15 main:574] : INFO : Epoch 1870 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 7636.25 ms [2021-12-05 04:07:23 main:574] : INFO : Epoch 1871 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 7636.1 ms [2021-12-05 04:07:31 main:574] : INFO : Epoch 1872 | loss: 0.03125 | val_loss: 0.0312502 | Time: 7741.52 ms [2021-12-05 04:07:39 main:574] : INFO : Epoch 1873 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 7860.58 ms [2021-12-05 04:07:46 main:574] : INFO : Epoch 1874 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 7688.54 ms [2021-12-05 04:07:54 main:574] : INFO : Epoch 1875 | loss: 0.03125 | val_loss: 0.0312504 | Time: 7981.3 ms [2021-12-05 04:08:02 main:574] : INFO : Epoch 1876 | loss: 0.03125 | val_loss: 0.0312498 | Time: 7968.2 ms [2021-12-05 04:08:10 main:574] : INFO : Epoch 1877 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 7696.04 ms [2021-12-05 04:08:18 main:574] : INFO : Epoch 1878 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 7727.21 ms [2021-12-05 04:08:26 main:574] : INFO : Epoch 1879 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 7747.49 ms [2021-12-05 04:08:33 main:574] : INFO : Epoch 1880 | loss: 0.0312502 | val_loss: 0.03125 | Time: 7653.85 ms [2021-12-05 04:08:51 main:574] : INFO : Epoch 1881 | loss: 0.03125 | val_loss: 0.03125 | Time: 17767.8 ms [2021-12-05 04:08:59 main:574] : INFO : Epoch 1882 | loss: 0.03125 | val_loss: 0.0312499 | Time: 7589.69 ms [2021-12-05 04:09:06 main:574] : INFO : Epoch 1883 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 7547.62 ms [2021-12-05 04:09:14 main:574] : INFO : Epoch 1884 | loss: 0.0312498 | val_loss: 0.03125 | Time: 7641.89 ms [2021-12-05 04:09:22 main:574] : INFO : Epoch 1885 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 7746.35 ms [2021-12-05 04:09:29 main:574] : INFO : Epoch 1886 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 7571.99 ms [2021-12-05 04:09:37 main:574] : INFO : Epoch 1887 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 7784.35 ms [2021-12-05 04:09:45 main:574] : INFO : Epoch 1888 | loss: 0.0312507 | val_loss: 0.0312535 | Time: 7747.64 ms [2021-12-05 04:09:53 main:574] : INFO : Epoch 1889 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 7611.54 ms [2021-12-05 04:10:00 main:574] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 7738.37 ms [2021-12-05 04:10:08 main:574] : INFO : Epoch 1891 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 7680.07 ms [2021-12-05 04:10:16 main:574] : INFO : Epoch 1892 | loss: 0.0312505 | val_loss: 0.03125 | Time: 7688.07 ms [2021-12-05 04:10:24 main:574] : INFO : Epoch 1893 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 7902.67 ms [2021-12-05 04:10:32 main:574] : INFO : Epoch 1894 | loss: 0.0312503 | val_loss: 0.03125 | Time: 7833 ms [2021-12-05 04:10:49 main:574] : INFO : Epoch 1895 | loss: 0.03125 | val_loss: 0.0312501 | Time: 17588 ms [2021-12-05 04:10:57 main:574] : INFO : Epoch 1896 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 7513.69 ms [2021-12-05 04:11:05 main:574] : INFO : Epoch 1897 | loss: 0.0312502 | val_loss: 0.03125 | Time: 7646.66 ms [2021-12-05 04:11:12 main:574] : INFO : Epoch 1898 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 7517.61 ms [2021-12-05 04:11:20 main:574] : INFO : Epoch 1899 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 7565.08 ms [2021-12-05 04:11:27 main:574] : INFO : Epoch 1900 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 7538.84 ms [2021-12-05 04:11:35 main:574] : INFO : Epoch 1901 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 7714.32 ms [2021-12-05 04:11:43 main:574] : INFO : Epoch 1902 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 7805.62 ms [2021-12-05 04:11:51 main:574] : INFO : Epoch 1903 | loss: 0.0312503 | val_loss: 0.03125 | Time: 7688.15 ms [2021-12-05 04:11:58 main:574] : INFO : Epoch 1904 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 7739.71 ms [2021-12-05 04:12:06 main:574] : INFO : Epoch 1905 | loss: 0.0312499 | val_loss: 0.03125 | Time: 7724.35 ms [2021-12-05 04:12:14 main:574] : INFO : Epoch 1906 | loss: 0.03125 | val_loss: 0.0312504 | Time: 7667.84 ms [2021-12-05 04:12:22 main:574] : INFO : Epoch 1907 | loss: 0.0312506 | val_loss: 0.031251 | Time: 7718.61 ms [2021-12-05 04:12:29 main:574] : INFO : Epoch 1908 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 7719.53 ms [2021-12-05 04:12:47 main:574] : INFO : Epoch 1909 | loss: 0.03125 | val_loss: 0.0312512 | Time: 17929.2 ms [2021-12-05 04:12:55 main:574] : INFO : Epoch 1910 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 7863.48 ms [2021-12-05 04:13:03 main:574] : INFO : Epoch 1911 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 7481.62 ms [2021-12-05 04:13:11 main:574] : INFO : Epoch 1912 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 7598.27 ms [2021-12-05 04:13:18 main:574] : INFO : Epoch 1913 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 7586.16 ms [2021-12-05 04:13:26 main:574] : INFO : Epoch 1914 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 7643.28 ms [2021-12-05 04:13:33 main:574] : INFO : Epoch 1915 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 7648.88 ms [2021-12-05 04:13:41 main:574] : INFO : Epoch 1916 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 7696.49 ms [2021-12-05 04:13:49 main:574] : INFO : Epoch 1917 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 7747.63 ms [2021-12-05 04:13:57 main:574] : INFO : Epoch 1918 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 8243.07 ms [2021-12-05 04:14:06 main:574] : INFO : Epoch 1919 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 8287.2 ms [2021-12-05 04:14:13 main:574] : INFO : Epoch 1920 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 7732.8 ms [2021-12-05 04:14:22 main:574] : INFO : Epoch 1921 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 8097.74 ms [2021-12-05 04:14:29 main:574] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.03125 | Time: 7807.88 ms [2021-12-05 04:14:47 main:574] : INFO : Epoch 1923 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 17778 ms [2021-12-05 04:14:55 main:574] : INFO : Epoch 1924 | loss: 0.0312501 | val_loss: 0.03125 | Time: 7574.39 ms [2021-12-05 04:15:02 main:574] : INFO : Epoch 1925 | loss: 0.0312508 | val_loss: 0.03125 | Time: 7532.64 ms [2021-12-05 04:15:10 main:574] : INFO : Epoch 1926 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 7686.73 ms [2021-12-05 04:15:18 main:574] : INFO : Epoch 1927 | loss: 0.0312499 | val_loss: 0.03125 | Time: 7681.31 ms [2021-12-05 04:15:26 main:574] : INFO : Epoch 1928 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 7688.41 ms [2021-12-05 04:15:33 main:574] : INFO : Epoch 1929 | loss: 0.0312499 | val_loss: 0.03125 | Time: 7637.43 ms [2021-12-05 04:15:41 main:574] : INFO : Epoch 1930 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 7816.52 ms [2021-12-05 04:15:50 main:574] : INFO : Epoch 1931 | loss: 0.0312512 | val_loss: 0.0312522 | Time: 8560.31 ms [2021-12-05 04:15:58 main:574] : INFO : Epoch 1932 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 7869.19 ms [2021-12-05 04:16:05 main:574] : INFO : Epoch 1933 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 7678.76 ms [2021-12-05 04:16:13 main:574] : INFO : Epoch 1934 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 7827.59 ms [2021-12-05 04:16:21 main:574] : INFO : Epoch 1935 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 7747.4 ms [2021-12-05 04:16:29 main:574] : INFO : Epoch 1936 | loss: 0.0312509 | val_loss: 0.03125 | Time: 7664.3 ms [2021-12-05 04:16:37 main:574] : INFO : Epoch 1937 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 7745.61 ms [2021-12-05 04:16:54 main:574] : INFO : Epoch 1938 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 17689.4 ms [2021-12-05 04:17:02 main:574] : INFO : Epoch 1939 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 7619.53 ms [2021-12-05 04:17:10 main:574] : INFO : Epoch 1940 | loss: 0.03125 | val_loss: 0.0312498 | Time: 7641.66 ms [2021-12-05 04:17:17 main:574] : INFO : Epoch 1941 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 7582.71 ms [2021-12-05 04:17:25 main:574] : INFO : Epoch 1942 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 8177.87 ms [2021-12-05 04:17:33 main:574] : INFO : Epoch 1943 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 7561.47 ms [2021-12-05 04:17:41 main:574] : INFO : Epoch 1944 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 7713.53 ms [2021-12-05 04:17:49 main:574] : INFO : Epoch 1945 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 7650.89 ms [2021-12-05 04:17:56 main:574] : INFO : Epoch 1946 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 7872.89 ms [2021-12-05 04:18:04 main:574] : INFO : Epoch 1947 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 7688.99 ms [2021-12-05 04:18:12 main:574] : INFO : Epoch 1948 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 7734.94 ms [2021-12-05 04:18:20 main:574] : INFO : Epoch 1949 | loss: 0.03125 | val_loss: 0.0312496 | Time: 7666.24 ms [2021-12-05 04:18:27 main:574] : INFO : Epoch 1950 | loss: 0.0312503 | val_loss: 0.03125 | Time: 7790.13 ms [2021-12-05 04:18:35 main:574] : INFO : Epoch 1951 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 7640.81 ms [2021-12-05 04:18:53 main:574] : INFO : Epoch 1952 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 17693.8 ms [2021-12-05 04:19:00 main:574] : INFO : Epoch 1953 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 7508.42 ms [2021-12-05 04:19:08 main:574] : INFO : Epoch 1954 | loss: 0.0312506 | val_loss: 0.031251 | Time: 7618.85 ms [2021-12-05 04:19:16 main:574] : INFO : Epoch 1955 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 7608.81 ms [2021-12-05 04:19:23 main:574] : INFO : Epoch 1956 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 7641.84 ms [2021-12-05 04:19:31 main:574] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 7746.01 ms [2021-12-05 04:19:39 main:574] : INFO : Epoch 1958 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 7690.22 ms [2021-12-05 04:19:47 main:574] : INFO : Epoch 1959 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 7799.97 ms [2021-12-05 04:19:55 main:574] : INFO : Epoch 1960 | loss: 0.0312501 | val_loss: 0.031253 | Time: 7702.43 ms [2021-12-05 04:20:02 main:574] : INFO : Epoch 1961 | loss: 0.0312508 | val_loss: 0.03125 | Time: 7740.85 ms [2021-12-05 04:20:10 main:574] : INFO : Epoch 1962 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 7624.1 ms [2021-12-05 04:20:18 main:574] : INFO : Epoch 1963 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 7712.6 ms [2021-12-05 04:20:26 main:574] : INFO : Epoch 1964 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 7820.22 ms [2021-12-05 04:20:33 main:574] : INFO : Epoch 1965 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 7613.58 ms [2021-12-05 04:20:51 main:574] : INFO : Epoch 1966 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 17975.4 ms [2021-12-05 04:20:59 main:574] : INFO : Epoch 1967 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 7559.99 ms [2021-12-05 04:21:06 main:574] : INFO : Epoch 1968 | loss: 0.0312501 | val_loss: 0.03125 | Time: 7613.79 ms [2021-12-05 04:21:14 main:574] : INFO : Epoch 1969 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 7555.23 ms [2021-12-05 04:21:22 main:574] : INFO : Epoch 1970 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 7844.06 ms [2021-12-05 04:21:30 main:574] : INFO : Epoch 1971 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 7667.73 ms [2021-12-05 04:21:37 main:574] : INFO : Epoch 1972 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 7752.03 ms [2021-12-05 04:21:45 main:574] : INFO : Epoch 1973 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 7860.04 ms [2021-12-05 04:21:53 main:574] : INFO : Epoch 1974 | loss: 0.0312507 | val_loss: 0.03125 | Time: 7725.67 ms [2021-12-05 04:22:01 main:574] : INFO : Epoch 1975 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 7700.15 ms [2021-12-05 04:22:09 main:574] : INFO : Epoch 1976 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 7736.08 ms [2021-12-05 04:22:16 main:574] : INFO : Epoch 1977 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 7714.06 ms [2021-12-05 04:22:24 main:574] : INFO : Epoch 1978 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 7758.28 ms [2021-12-05 04:22:32 main:574] : INFO : Epoch 1979 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 7919.43 ms [2021-12-05 04:22:40 main:574] : INFO : Epoch 1980 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 7766.43 ms [2021-12-05 04:22:58 main:574] : INFO : Epoch 1981 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 17619.8 ms [2021-12-05 04:23:05 main:574] : INFO : Epoch 1982 | loss: 0.03125 | val_loss: 0.0312527 | Time: 7507.37 ms [2021-12-05 04:23:13 main:574] : INFO : Epoch 1983 | loss: 0.0312498 | val_loss: 0.03125 | Time: 7531.46 ms [2021-12-05 04:23:20 main:574] : INFO : Epoch 1984 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 7631.06 ms [2021-12-05 04:23:28 main:574] : INFO : Epoch 1985 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 7646.89 ms [2021-12-05 04:23:36 main:574] : INFO : Epoch 1986 | loss: 0.0312496 | val_loss: 0.03125 | Time: 7646.19 ms [2021-12-05 04:23:44 main:574] : INFO : Epoch 1987 | loss: 0.031249 | val_loss: 0.0312499 | Time: 8006.59 ms [2021-12-05 04:23:52 main:574] : INFO : Epoch 1988 | loss: 0.0312492 | val_loss: 0.031251 | Time: 7825.64 ms [2021-12-05 04:23:59 main:574] : INFO : Epoch 1989 | loss: 0.0312504 | val_loss: 0.0312529 | Time: 7742.5 ms [2021-12-05 04:24:07 main:574] : INFO : Epoch 1990 | loss: 0.0312513 | val_loss: 0.031251 | Time: 7674.76 ms [2021-12-05 04:24:15 main:574] : INFO : Epoch 1991 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 7736.87 ms [2021-12-05 04:24:23 main:574] : INFO : Epoch 1992 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 7784.95 ms [2021-12-05 04:24:31 main:574] : INFO : Epoch 1993 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 7843.23 ms [2021-12-05 04:24:39 main:574] : INFO : Epoch 1994 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 8244.18 ms [2021-12-05 04:24:57 main:574] : INFO : Epoch 1995 | loss: 0.0312501 | val_loss: 0.031252 | Time: 17664.8 ms [2021-12-05 04:25:04 main:574] : INFO : Epoch 1996 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 7521.85 ms [2021-12-05 04:25:12 main:574] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 7558.13 ms [2021-12-05 04:25:19 main:574] : INFO : Epoch 1998 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 7552 ms [2021-12-05 04:25:27 main:574] : INFO : Epoch 1999 | loss: 0.0312494 | val_loss: 0.0312527 | Time: 7626.08 ms [2021-12-05 04:25:35 main:574] : INFO : Epoch 2000 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 7532.08 ms [2021-12-05 04:25:43 main:574] : INFO : Epoch 2001 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 7845.34 ms [2021-12-05 04:25:51 main:574] : INFO : Epoch 2002 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 7944.05 ms [2021-12-05 04:25:58 main:574] : INFO : Epoch 2003 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 7771.19 ms [2021-12-05 04:26:06 main:574] : INFO : Epoch 2004 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 7662.53 ms [2021-12-05 04:26:14 main:574] : INFO : Epoch 2005 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 7644.85 ms [2021-12-05 04:26:21 main:574] : INFO : Epoch 2006 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 7720.66 ms [2021-12-05 04:26:29 main:574] : INFO : Epoch 2007 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 7753 ms [2021-12-05 04:26:37 main:574] : INFO : Epoch 2008 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 7640.47 ms [2021-12-05 04:26:55 main:574] : INFO : Epoch 2009 | loss: 0.0312498 | val_loss: 0.0312524 | Time: 17842.9 ms [2021-12-05 04:27:02 main:574] : INFO : Epoch 2010 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 7523.71 ms [2021-12-05 04:27:10 main:574] : INFO : Epoch 2011 | loss: 0.031249 | val_loss: 0.0312498 | Time: 7492.43 ms [2021-12-05 04:27:17 main:574] : INFO : Epoch 2012 | loss: 0.0312485 | val_loss: 0.0312531 | Time: 7475.29 ms [2021-12-05 04:27:25 main:574] : INFO : Epoch 2013 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 7579.45 ms [2021-12-05 04:27:33 main:574] : INFO : Epoch 2014 | loss: 0.03125 | val_loss: 0.0312495 | Time: 7504.53 ms [2021-12-05 04:27:40 main:574] : INFO : Epoch 2015 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 7706.38 ms [2021-12-05 04:27:48 main:574] : INFO : Epoch 2016 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 8019.95 ms [2021-12-05 04:27:56 main:574] : INFO : Epoch 2017 | loss: 0.031249 | val_loss: 0.0312499 | Time: 7772.21 ms [2021-12-05 04:28:04 main:574] : INFO : Epoch 2018 | loss: 0.0312484 | val_loss: 0.0312495 | Time: 7761.04 ms [2021-12-05 04:28:12 main:574] : INFO : Epoch 2019 | loss: 0.0312483 | val_loss: 0.03125 | Time: 7790.43 ms [2021-12-05 04:28:20 main:574] : INFO : Epoch 2020 | loss: 0.0312489 | val_loss: 0.0312517 | Time: 7720.63 ms [2021-12-05 04:28:27 main:574] : INFO : Epoch 2021 | loss: 0.0312492 | val_loss: 0.031251 | Time: 7757.55 ms [2021-12-05 04:28:35 main:574] : INFO : Epoch 2022 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 7890.39 ms [2021-12-05 04:28:43 main:574] : INFO : Epoch 2023 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 7990.64 ms [2021-12-05 04:28:51 main:574] : INFO : Epoch 2024 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 7656.38 ms [2021-12-05 04:28:59 main:574] : INFO : Epoch 2025 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 7751.06 ms [2021-12-05 04:29:07 main:574] : INFO : Epoch 2026 | loss: 0.0312514 | val_loss: 0.0312525 | Time: 8064.47 ms [2021-12-05 04:29:15 main:574] : INFO : Epoch 2027 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 8404.52 ms [2021-12-05 04:29:23 main:574] : INFO : Epoch 2028 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 7883.86 ms [2021-12-05 04:29:31 main:574] : INFO : Epoch 2029 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 7844.21 ms [2021-12-05 04:29:39 main:574] : INFO : Epoch 2030 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 7788.05 ms [2021-12-05 04:29:47 main:574] : INFO : Epoch 2031 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 7810.43 ms [2021-12-05 04:29:55 main:574] : INFO : Epoch 2032 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 7906.76 ms [2021-12-05 04:30:03 main:574] : INFO : Epoch 2033 | loss: 0.0312503 | val_loss: 0.0312563 | Time: 7744.1 ms [2021-12-05 04:30:10 main:574] : INFO : Epoch 2034 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 7726.25 ms [2021-12-05 04:30:18 main:574] : INFO : Epoch 2035 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 7712.3 ms [2021-12-05 04:30:26 main:574] : INFO : Epoch 2036 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 7787.28 ms [2021-12-05 04:30:34 main:574] : INFO : Epoch 2037 | loss: 0.0312498 | val_loss: 0.031255 | Time: 7660.4 ms [2021-12-05 04:30:41 main:574] : INFO : Epoch 2038 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 7725.4 ms [2021-12-05 04:30:49 main:574] : INFO : Epoch 2039 | loss: 0.0312495 | val_loss: 0.0312566 | Time: 7746.21 ms [2021-12-05 04:30:57 main:574] : INFO : Epoch 2040 | loss: 0.0312507 | val_loss: 0.0312491 | Time: 7954.88 ms [2021-12-05 04:31:05 main:574] : INFO : Epoch 2041 | loss: 0.0312489 | val_loss: 0.031249 | Time: 7630.53 ms [2021-12-05 04:31:13 main:574] : INFO : Epoch 2042 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 7735.18 ms [2021-12-05 04:31:20 main:574] : INFO : Epoch 2043 | loss: 0.0312486 | val_loss: 0.031249 | Time: 7857.44 ms [2021-12-05 04:31:28 main:574] : INFO : Epoch 2044 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 7762.13 ms [2021-12-05 04:31:36 main:574] : INFO : Epoch 2045 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 7636.47 ms [2021-12-05 04:31:44 main:574] : INFO : Epoch 2046 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 7623.42 ms [2021-12-05 04:31:51 main:574] : INFO : Epoch 2047 | loss: 0.0312498 | val_loss: 0.031249 | Time: 7707.78 ms [2021-12-05 04:31:59 main:574] : INFO : Epoch 2048 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 7723.8 ms [2021-12-05 04:31:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312493 [2021-12-05 04:31:59 main:603] : INFO : Saving end state to config to file [2021-12-05 04:31:59 main:608] : INFO : Success, exiting.. 04:31:59 (19196): 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)