Task 14595141
| Name | ParityModified-1647048991-11287-3-0_0 |
| Workunit | 11617395 |
| Created | 10 Apr 2022, 8:30:09 UTC |
| Sent | 11 Apr 2022, 0:10:47 UTC |
| Report deadline | 19 Apr 2022, 0:10:47 UTC |
| Received | 11 Apr 2022, 12:06:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 26 min 32 sec |
| CPU time | 1 hours 24 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 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> : INFO : Epoch 1542 | loss: 0.0311366 | val_loss: 0.0311493 | Time: 2488.02 ms [2022-04-11 06:44:40 main:574] : INFO : Epoch 1543 | loss: 0.0311355 | val_loss: 0.0311473 | Time: 2486.58 ms [2022-04-11 06:44:43 main:574] : INFO : Epoch 1544 | loss: 0.031133 | val_loss: 0.0311422 | Time: 2486.16 ms [2022-04-11 06:44:45 main:574] : INFO : Epoch 1545 | loss: 0.0311308 | val_loss: 0.0311411 | Time: 2489.06 ms [2022-04-11 06:44:48 main:574] : INFO : Epoch 1546 | loss: 0.0311285 | val_loss: 0.0311438 | Time: 2486.15 ms [2022-04-11 06:44:50 main:574] : INFO : Epoch 1547 | loss: 0.0311327 | val_loss: 0.0311385 | Time: 2481.92 ms [2022-04-11 06:44:53 main:574] : INFO : Epoch 1548 | loss: 0.0311277 | val_loss: 0.0311403 | Time: 2484.77 ms [2022-04-11 06:44:55 main:574] : INFO : Epoch 1549 | loss: 0.0311262 | val_loss: 0.0311412 | Time: 2491.26 ms [2022-04-11 06:44:58 main:574] : INFO : Epoch 1550 | loss: 0.0311262 | val_loss: 0.0311443 | Time: 2480.8 ms [2022-04-11 06:45:00 main:574] : INFO : Epoch 1551 | loss: 0.0311271 | val_loss: 0.0311396 | Time: 2487.46 ms [2022-04-11 06:45:03 main:574] : INFO : Epoch 1552 | loss: 0.0311283 | val_loss: 0.0311446 | Time: 2488.39 ms [2022-04-11 06:45:05 main:574] : INFO : Epoch 1553 | loss: 0.0311285 | val_loss: 0.0311451 | Time: 2486.73 ms [2022-04-11 06:45:08 main:574] : INFO : Epoch 1554 | loss: 0.031127 | val_loss: 0.0311429 | Time: 2488.23 ms [2022-04-11 06:45:11 main:574] : INFO : Epoch 1555 | loss: 0.0311268 | val_loss: 0.0311494 | Time: 2484.6 ms [2022-04-11 06:45:13 main:574] : INFO : Epoch 1556 | loss: 0.0311238 | val_loss: 0.0311388 | Time: 2483.89 ms [2022-04-11 06:45:16 main:574] : INFO : Epoch 1557 | loss: 0.0311229 | val_loss: 0.0311444 | Time: 2481.36 ms [2022-04-11 06:45:18 main:574] : INFO : Epoch 1558 | loss: 0.0311259 | val_loss: 0.0311378 | Time: 2487.94 ms [2022-04-11 06:45:21 main:574] : INFO : Epoch 1559 | loss: 0.031131 | val_loss: 0.0311377 | Time: 2480.43 ms [2022-04-11 06:45:23 main:574] : INFO : Epoch 1560 | loss: 0.0311249 | val_loss: 0.0311459 | Time: 2485.47 ms [2022-04-11 06:45:26 main:574] : INFO : Epoch 1561 | loss: 0.0311258 | val_loss: 0.031139 | Time: 2493.69 ms [2022-04-11 06:45:28 main:574] : INFO : Epoch 1562 | loss: 0.0311237 | val_loss: 0.0311378 | Time: 2481.98 ms [2022-04-11 06:45:31 main:574] : INFO : Epoch 1563 | loss: 0.031119 | val_loss: 0.0311384 | Time: 2487.72 ms [2022-04-11 06:45:33 main:574] : INFO : Epoch 1564 | loss: 0.0311175 | val_loss: 0.0311458 | Time: 2483.62 ms [2022-04-11 06:45:36 main:574] : INFO : Epoch 1565 | loss: 0.0311214 | val_loss: 0.0311435 | Time: 2484.34 ms [2022-04-11 06:45:38 main:574] : INFO : Epoch 1566 | loss: 0.0311195 | val_loss: 0.0311369 | Time: 2482.64 ms [2022-04-11 06:45:41 main:574] : INFO : Epoch 1567 | loss: 0.0311197 | val_loss: 0.0311401 | Time: 2488.27 ms [2022-04-11 06:45:43 main:574] : INFO : Epoch 1568 | loss: 0.0311199 | val_loss: 0.0311372 | Time: 2477.35 ms [2022-04-11 06:45:46 main:574] : INFO : Epoch 1569 | loss: 0.0311183 | val_loss: 0.0311401 | Time: 2483.55 ms [2022-04-11 06:45:48 main:574] : INFO : Epoch 1570 | loss: 0.0311195 | val_loss: 0.0311376 | Time: 2488.59 ms [2022-04-11 06:45:51 main:574] : INFO : Epoch 1571 | loss: 0.0311203 | val_loss: 0.0311422 | Time: 2486.75 ms [2022-04-11 06:45:54 main:574] : INFO : Epoch 1572 | loss: 0.0311189 | val_loss: 0.0311406 | Time: 2480.61 ms [2022-04-11 06:45:56 main:574] : INFO : Epoch 1573 | loss: 0.0311201 | val_loss: 0.0311416 | Time: 2490.89 ms [2022-04-11 06:45:59 main:574] : INFO : Epoch 1574 | loss: 0.0311168 | val_loss: 0.0311374 | Time: 2482.84 ms [2022-04-11 06:46:01 main:574] : INFO : Epoch 1575 | loss: 0.0311159 | val_loss: 0.0311387 | Time: 2490.22 ms [2022-04-11 06:46:04 main:574] : INFO : Epoch 1576 | loss: 0.0311181 | val_loss: 0.0311428 | Time: 2475.55 ms [2022-04-11 06:46:06 main:574] : INFO : Epoch 1577 | loss: 0.0311175 | val_loss: 0.0311402 | Time: 2491.36 ms [2022-04-11 06:46:09 main:574] : INFO : Epoch 1578 | loss: 0.0311156 | val_loss: 0.0311368 | Time: 2485.56 ms [2022-04-11 06:46:11 main:574] : INFO : Epoch 1579 | loss: 0.0311142 | val_loss: 0.0311393 | Time: 2488.53 ms [2022-04-11 06:46:14 main:574] : INFO : Epoch 1580 | loss: 0.0311169 | val_loss: 0.0311387 | Time: 2473.37 ms [2022-04-11 06:46:16 main:574] : INFO : Epoch 1581 | loss: 0.031118 | val_loss: 0.0311476 | Time: 2491.8 ms [2022-04-11 06:46:19 main:574] : INFO : Epoch 1582 | loss: 0.0311191 | val_loss: 0.0311391 | Time: 2488.79 ms [2022-04-11 06:46:21 main:574] : INFO : Epoch 1583 | loss: 0.0311185 | val_loss: 0.0311374 | Time: 2490.08 ms [2022-04-11 06:46:24 main:574] : INFO : Epoch 1584 | loss: 0.0311176 | val_loss: 0.0311381 | Time: 2487.67 ms [2022-04-11 06:46:26 main:574] : INFO : Epoch 1585 | loss: 0.0311168 | val_loss: 0.0311398 | Time: 2495.93 ms [2022-04-11 06:46:29 main:574] : INFO : Epoch 1586 | loss: 0.031123 | val_loss: 0.0311456 | Time: 2488.16 ms [2022-04-11 06:46:32 main:574] : INFO : Epoch 1587 | loss: 0.0311202 | val_loss: 0.0311386 | Time: 2479.78 ms [2022-04-11 06:46:34 main:574] : INFO : Epoch 1588 | loss: 0.0311178 | val_loss: 0.0311455 | Time: 2485.81 ms [2022-04-11 06:46:37 main:574] : INFO : Epoch 1589 | loss: 0.0311169 | val_loss: 0.0311438 | Time: 2489.88 ms [2022-04-11 06:46:39 main:574] : INFO : Epoch 1590 | loss: 0.0311157 | val_loss: 0.0311434 | Time: 2488.56 ms [2022-04-11 06:46:42 main:574] : INFO : Epoch 1591 | loss: 0.0311131 | val_loss: 0.0311403 | Time: 2482.41 ms [2022-04-11 06:46:44 main:574] : INFO : Epoch 1592 | loss: 0.0311136 | val_loss: 0.0311376 | Time: 2477.9 ms [2022-04-11 06:46:47 main:574] : INFO : Epoch 1593 | loss: 0.0311135 | val_loss: 0.0311418 | Time: 2495.02 ms [2022-04-11 06:46:49 main:574] : INFO : Epoch 1594 | loss: 0.0311149 | val_loss: 0.0311426 | Time: 2488.82 ms [2022-04-11 06:46:52 main:574] : INFO : Epoch 1595 | loss: 0.0311178 | val_loss: 0.0311509 | Time: 2484.04 ms [2022-04-11 06:46:54 main:574] : INFO : Epoch 1596 | loss: 0.0311206 | val_loss: 0.0311416 | Time: 2485.1 ms [2022-04-11 06:46:57 main:574] : INFO : Epoch 1597 | loss: 0.0311146 | val_loss: 0.0311403 | Time: 2488.32 ms [2022-04-11 06:46:59 main:574] : INFO : Epoch 1598 | loss: 0.0311155 | val_loss: 0.0311379 | Time: 2485.88 ms [2022-04-11 06:47:02 main:574] : INFO : Epoch 1599 | loss: 0.0311134 | val_loss: 0.0311388 | Time: 2483.92 ms [2022-04-11 06:47:04 main:574] : INFO : Epoch 1600 | loss: 0.0311148 | val_loss: 0.0311435 | Time: 2483.34 ms [2022-04-11 06:47:07 main:574] : INFO : Epoch 1601 | loss: 0.0311164 | val_loss: 0.0311432 | Time: 2484.75 ms [2022-04-11 06:47:09 main:574] : INFO : Epoch 1602 | loss: 0.0311139 | val_loss: 0.0311375 | Time: 2485.85 ms [2022-04-11 06:47:12 main:574] : INFO : Epoch 1603 | loss: 0.0311113 | val_loss: 0.031139 | Time: 2482.89 ms [2022-04-11 06:47:15 main:574] : INFO : Epoch 1604 | loss: 0.0311126 | val_loss: 0.0311393 | Time: 2492.03 ms [2022-04-11 06:47:17 main:574] : INFO : Epoch 1605 | loss: 0.0311159 | val_loss: 0.0311375 | Time: 2488.07 ms [2022-04-11 06:47:20 main:574] : INFO : Epoch 1606 | loss: 0.0311175 | val_loss: 0.0311388 | Time: 2481.11 ms [2022-04-11 06:47:22 main:574] : INFO : Epoch 1607 | loss: 0.0311189 | val_loss: 0.0311434 | Time: 2486.56 ms [2022-04-11 06:47:25 main:574] : INFO : Epoch 1608 | loss: 0.0311158 | val_loss: 0.0311394 | Time: 2480.45 ms [2022-04-11 06:47:27 main:574] : INFO : Epoch 1609 | loss: 0.0311178 | val_loss: 0.0311502 | Time: 2491.42 ms [2022-04-11 06:47:30 main:574] : INFO : Epoch 1610 | loss: 0.0311238 | val_loss: 0.0311371 | Time: 2482.54 ms [2022-04-11 06:47:32 main:574] : INFO : Epoch 1611 | loss: 0.0311183 | val_loss: 0.0311367 | Time: 2484.12 ms [2022-04-11 06:47:35 main:574] : INFO : Epoch 1612 | loss: 0.0311168 | val_loss: 0.0311362 | Time: 2484.34 ms [2022-04-11 06:47:37 main:574] : INFO : Epoch 1613 | loss: 0.031116 | val_loss: 0.0311378 | Time: 2487.08 ms [2022-04-11 06:47:40 main:574] : INFO : Epoch 1614 | loss: 0.0311216 | val_loss: 0.0311373 | Time: 2487.89 ms [2022-04-11 06:47:42 main:574] : INFO : Epoch 1615 | loss: 0.031121 | val_loss: 0.0311353 | Time: 2487.94 ms [2022-04-11 06:47:45 main:574] : INFO : Epoch 1616 | loss: 0.0311173 | val_loss: 0.0311346 | Time: 2479.11 ms [2022-04-11 06:47:47 main:574] : INFO : Epoch 1617 | loss: 0.0311181 | val_loss: 0.0311497 | Time: 2490.37 ms [2022-04-11 06:47:50 main:574] : INFO : Epoch 1618 | loss: 0.031125 | val_loss: 0.0311408 | Time: 2482.26 ms [2022-04-11 06:47:52 main:574] : INFO : Epoch 1619 | loss: 0.0311209 | val_loss: 0.0311439 | Time: 2486.29 ms [2022-04-11 06:47:55 main:574] : INFO : Epoch 1620 | loss: 0.031122 | val_loss: 0.0311415 | Time: 2484.28 ms [2022-04-11 06:47:58 main:574] : INFO : Epoch 1621 | loss: 0.0311189 | val_loss: 0.0311387 | Time: 2485.66 ms [2022-04-11 06:48:00 main:574] : INFO : Epoch 1622 | loss: 0.0311171 | val_loss: 0.0311398 | Time: 2485.43 ms [2022-04-11 06:48:03 main:574] : INFO : Epoch 1623 | loss: 0.0311153 | val_loss: 0.0311422 | Time: 2487.05 ms [2022-04-11 06:48:05 main:574] : INFO : Epoch 1624 | loss: 0.0311186 | val_loss: 0.0311423 | Time: 2483.15 ms [2022-04-11 06:48:08 main:574] : INFO : Epoch 1625 | loss: 0.0311337 | val_loss: 0.0311449 | Time: 2491.14 ms [2022-04-11 06:48:10 main:574] : INFO : Epoch 1626 | loss: 0.0311346 | val_loss: 0.0311423 | Time: 2486.39 ms [2022-04-11 06:48:13 main:574] : INFO : Epoch 1627 | loss: 0.0311301 | val_loss: 0.0311549 | Time: 2485.44 ms [2022-04-11 06:48:15 main:574] : INFO : Epoch 1628 | loss: 0.0311315 | val_loss: 0.0311405 | Time: 2481.19 ms [2022-04-11 06:48:18 main:574] : INFO : Epoch 1629 | loss: 0.0311297 | val_loss: 0.0311434 | Time: 2494.41 ms [2022-04-11 06:48:20 main:574] : INFO : Epoch 1630 | loss: 0.0311266 | val_loss: 0.031146 | Time: 2483.55 ms [2022-04-11 06:48:23 main:574] : INFO : Epoch 1631 | loss: 0.0311272 | val_loss: 0.0311389 | Time: 2488.92 ms [2022-04-11 06:48:25 main:574] : INFO : Epoch 1632 | loss: 0.0311238 | val_loss: 0.0311404 | Time: 2481.19 ms [2022-04-11 06:48:28 main:574] : INFO : Epoch 1633 | loss: 0.031124 | val_loss: 0.0311359 | Time: 2491.23 ms [2022-04-11 06:48:30 main:574] : INFO : Epoch 1634 | loss: 0.0311226 | val_loss: 0.0311372 | Time: 2490.47 ms [2022-04-11 06:48:33 main:574] : INFO : Epoch 1635 | loss: 0.0311262 | val_loss: 0.0311529 | Time: 2485.58 ms [2022-04-11 06:48:36 main:574] : INFO : Epoch 1636 | loss: 0.0311269 | val_loss: 0.0311388 | Time: 2482.96 ms [2022-04-11 06:48:38 main:574] : INFO : Epoch 1637 | loss: 0.0311301 | val_loss: 0.0311357 | Time: 2476.5 ms [2022-04-11 06:48:41 main:574] : INFO : Epoch 1638 | loss: 0.0311268 | val_loss: 0.0311379 | Time: 2485.48 ms [2022-04-11 06:48:43 main:574] : INFO : Epoch 1639 | loss: 0.0311289 | val_loss: 0.0311364 | Time: 2484.11 ms [2022-04-11 06:48:46 main:574] : INFO : Epoch 1640 | loss: 0.0311277 | val_loss: 0.0311359 | Time: 2485.05 ms [2022-04-11 06:48:48 main:574] : INFO : Epoch 1641 | loss: 0.0311264 | val_loss: 0.0311413 | Time: 2496.21 ms [2022-04-11 06:48:51 main:574] : INFO : Epoch 1642 | loss: 0.0311265 | val_loss: 0.0311409 | Time: 2492.87 ms [2022-04-11 06:48:53 main:574] : INFO : Epoch 1643 | loss: 0.0311239 | val_loss: 0.0311368 | Time: 2481.13 ms [2022-04-11 06:48:56 main:574] : INFO : Epoch 1644 | loss: 0.0311253 | val_loss: 0.0311379 | Time: 2481.01 ms [2022-04-11 06:48:58 main:574] : INFO : Epoch 1645 | loss: 0.0311253 | val_loss: 0.0311351 | Time: 2485.43 ms [2022-04-11 06:49:01 main:574] : INFO : Epoch 1646 | loss: 0.0311243 | val_loss: 0.0311411 | Time: 2480.92 ms [2022-04-11 06:49:03 main:574] : INFO : Epoch 1647 | loss: 0.0311256 | val_loss: 0.0311357 | Time: 2495.57 ms [2022-04-11 06:49:06 main:574] : INFO : Epoch 1648 | loss: 0.0311238 | val_loss: 0.0311356 | Time: 2483.45 ms [2022-04-11 06:49:08 main:574] : INFO : Epoch 1649 | loss: 0.0311206 | val_loss: 0.031138 | Time: 2488.95 ms [2022-04-11 06:49:11 main:574] : INFO : Epoch 1650 | loss: 0.0311189 | val_loss: 0.0311377 | Time: 2483.3 ms [2022-04-11 06:49:13 main:574] : INFO : Epoch 1651 | loss: 0.0311211 | val_loss: 0.0311379 | Time: 2487.4 ms [2022-04-11 06:49:16 main:574] : INFO : Epoch 1652 | loss: 0.0311173 | val_loss: 0.0311375 | Time: 2489.54 ms [2022-04-11 06:49:19 main:574] : INFO : Epoch 1653 | loss: 0.0311186 | val_loss: 0.0311383 | Time: 2491.69 ms [2022-04-11 06:49:21 main:574] : INFO : Epoch 1654 | loss: 0.0311172 | val_loss: 0.0311359 | Time: 2486.43 ms [2022-04-11 06:49:24 main:574] : INFO : Epoch 1655 | loss: 0.0311162 | val_loss: 0.0311363 | Time: 2480.08 ms [2022-04-11 06:49:26 main:574] : INFO : Epoch 1656 | loss: 0.0311226 | val_loss: 0.0311399 | Time: 2481.18 ms [2022-04-11 06:49:29 main:574] : INFO : Epoch 1657 | loss: 0.0311236 | val_loss: 0.0311412 | Time: 2493.21 ms [2022-04-11 06:49:31 main:574] : INFO : Epoch 1658 | loss: 0.031121 | val_loss: 0.0311342 | Time: 2485.87 ms [2022-04-11 06:49:34 main:574] : INFO : Epoch 1659 | loss: 0.0311183 | val_loss: 0.0311355 | Time: 2487.29 ms [2022-04-11 06:49:36 main:574] : INFO : Epoch 1660 | loss: 0.0311167 | val_loss: 0.031136 | Time: 2490.86 ms [2022-04-11 06:49:39 main:574] : INFO : Epoch 1661 | loss: 0.0311171 | val_loss: 0.0311344 | Time: 2495.83 ms [2022-04-11 06:49:41 main:574] : INFO : Epoch 1662 | loss: 0.0311162 | val_loss: 0.0311398 | Time: 2493.2 ms [2022-04-11 06:49:44 main:574] : INFO : Epoch 1663 | loss: 0.0311196 | val_loss: 0.0311343 | Time: 2489.43 ms [2022-04-11 06:49:46 main:574] : INFO : Epoch 1664 | loss: 0.0311162 | val_loss: 0.0311351 | Time: 2476.56 ms [2022-04-11 06:49:49 main:574] : INFO : Epoch 1665 | loss: 0.0311171 | val_loss: 0.0311378 | Time: 2487.79 ms [2022-04-11 06:49:51 main:574] : INFO : Epoch 1666 | loss: 0.0311158 | val_loss: 0.0311365 | Time: 2482.45 ms [2022-04-11 06:49:54 main:574] : INFO : Epoch 1667 | loss: 0.0311155 | val_loss: 0.0311348 | Time: 2474.9 ms [2022-04-11 06:49:56 main:574] : INFO : Epoch 1668 | loss: 0.0311203 | val_loss: 0.031143 | Time: 2484.44 ms [2022-04-11 06:49:59 main:574] : INFO : Epoch 1669 | loss: 0.0311213 | val_loss: 0.0311464 | Time: 2483.61 ms [2022-04-11 06:50:02 main:574] : INFO : Epoch 1670 | loss: 0.0311199 | val_loss: 0.0311358 | Time: 2481.75 ms [2022-04-11 06:50:04 main:574] : INFO : Epoch 1671 | loss: 0.0311207 | val_loss: 0.0311361 | Time: 2494.49 ms [2022-04-11 06:50:07 main:574] : INFO : Epoch 1672 | loss: 0.0311169 | val_loss: 0.0311401 | Time: 2487.02 ms [2022-04-11 06:50:09 main:574] : INFO : Epoch 1673 | loss: 0.0311169 | val_loss: 0.0311375 | Time: 2485.9 ms [2022-04-11 06:50:12 main:574] : INFO : Epoch 1674 | loss: 0.0311156 | val_loss: 0.0311337 | Time: 2486.39 ms [2022-04-11 06:50:14 main:574] : INFO : Epoch 1675 | loss: 0.031115 | val_loss: 0.0311409 | Time: 2481.52 ms [2022-04-11 06:50:17 main:574] : INFO : Epoch 1676 | loss: 0.0311158 | val_loss: 0.0311352 | Time: 2483.68 ms [2022-04-11 06:50:19 main:574] : INFO : Epoch 1677 | loss: 0.0311163 | val_loss: 0.031138 | Time: 2485.41 ms [2022-04-11 06:50:22 main:574] : INFO : Epoch 1678 | loss: 0.031118 | val_loss: 0.0311477 | Time: 2487.88 ms [2022-04-11 06:50:24 main:574] : INFO : Epoch 1679 | loss: 0.0311164 | val_loss: 0.0311378 | Time: 2485.59 ms [2022-04-11 06:50:27 main:574] : INFO : Epoch 1680 | loss: 0.0311149 | val_loss: 0.0311351 | Time: 2479.13 ms [2022-04-11 06:50:29 main:574] : INFO : Epoch 1681 | loss: 0.0311158 | val_loss: 0.0311351 | Time: 2489.41 ms [2022-04-11 06:50:32 main:574] : INFO : Epoch 1682 | loss: 0.0311128 | val_loss: 0.0311343 | Time: 2484.94 ms [2022-04-11 06:50:34 main:574] : INFO : Epoch 1683 | loss: 0.0311131 | val_loss: 0.0311402 | Time: 2485.02 ms [2022-04-11 06:50:37 main:574] : INFO : Epoch 1684 | loss: 0.0311169 | val_loss: 0.0311335 | Time: 2483.97 ms [2022-04-11 06:50:39 main:574] : INFO : Epoch 1685 | loss: 0.031119 | val_loss: 0.0311445 | Time: 2494.44 ms [2022-04-11 06:50:42 main:574] : INFO : Epoch 1686 | loss: 0.0311194 | val_loss: 0.0311381 | Time: 2486.85 ms [2022-04-11 06:50:45 main:574] : INFO : Epoch 1687 | loss: 0.0311175 | val_loss: 0.0311358 | Time: 2489.13 ms [2022-04-11 06:50:47 main:574] : INFO : Epoch 1688 | loss: 0.03112 | val_loss: 0.0311458 | Time: 2487.23 ms [2022-04-11 06:50:50 main:574] : INFO : Epoch 1689 | loss: 0.0311192 | val_loss: 0.0311401 | Time: 2487.79 ms [2022-04-11 06:50:52 main:574] : INFO : Epoch 1690 | loss: 0.0311163 | val_loss: 0.0311336 | Time: 2488.44 ms [2022-04-11 06:50:55 main:574] : INFO : Epoch 1691 | loss: 0.0311153 | val_loss: 0.0311373 | Time: 2484.77 ms [2022-04-11 06:50:57 main:574] : INFO : Epoch 1692 | loss: 0.0311156 | val_loss: 0.0311376 | Time: 2479.29 ms [2022-04-11 06:51:00 main:574] : INFO : Epoch 1693 | loss: 0.0311164 | val_loss: 0.0311424 | Time: 2487.38 ms [2022-04-11 06:51:02 main:574] : INFO : Epoch 1694 | loss: 0.0311171 | val_loss: 0.0311381 | Time: 2479.84 ms [2022-04-11 06:51:05 main:574] : INFO : Epoch 1695 | loss: 0.0311174 | val_loss: 0.0311458 | Time: 2488.95 ms [2022-04-11 06:51:07 main:574] : INFO : Epoch 1696 | loss: 0.0311232 | val_loss: 0.031147 | Time: 2483.75 ms [2022-04-11 06:51:10 main:574] : INFO : Epoch 1697 | loss: 0.0311248 | val_loss: 0.0311413 | Time: 2489.16 ms [2022-04-11 06:51:12 main:574] : INFO : Epoch 1698 | loss: 0.0311236 | val_loss: 0.0311418 | Time: 2486.19 ms [2022-04-11 06:51:15 main:574] : INFO : Epoch 1699 | loss: 0.0311196 | val_loss: 0.0311344 | Time: 2489.27 ms [2022-04-11 06:51:17 main:574] : INFO : Epoch 1700 | loss: 0.0311197 | val_loss: 0.0311365 | Time: 2478.23 ms [2022-04-11 06:51:20 main:574] : INFO : Epoch 1701 | loss: 0.0311204 | val_loss: 0.031142 | Time: 2487.54 ms [2022-04-11 06:51:23 main:574] : INFO : Epoch 1702 | loss: 0.0311231 | val_loss: 0.0311461 | Time: 2483.29 ms [2022-04-11 06:51:25 main:574] : INFO : Epoch 1703 | loss: 0.031123 | val_loss: 0.0311373 | Time: 2486.4 ms [2022-04-11 06:51:28 main:574] : INFO : Epoch 1704 | loss: 0.0311246 | val_loss: 0.031143 | Time: 2481.57 ms [2022-04-11 06:51:30 main:574] : INFO : Epoch 1705 | loss: 0.0311213 | val_loss: 0.031138 | Time: 2483.44 ms [2022-04-11 06:51:33 main:574] : INFO : Epoch 1706 | loss: 0.0311202 | val_loss: 0.0311422 | Time: 2490.19 ms [2022-04-11 06:51:35 main:574] : INFO : Epoch 1707 | loss: 0.0311203 | val_loss: 0.03114 | Time: 2483.18 ms [2022-04-11 06:51:38 main:574] : INFO : Epoch 1708 | loss: 0.0311222 | val_loss: 0.0311422 | Time: 2474.22 ms [2022-04-11 06:51:40 main:574] : INFO : Epoch 1709 | loss: 0.031121 | val_loss: 0.0311427 | Time: 2487.82 ms [2022-04-11 06:51:43 main:574] : INFO : Epoch 1710 | loss: 0.0311222 | val_loss: 0.0311421 | Time: 2479.91 ms [2022-04-11 06:51:45 main:574] : INFO : Epoch 1711 | loss: 0.0311189 | val_loss: 0.0311441 | Time: 2486.28 ms [2022-04-11 06:51:48 main:574] : INFO : Epoch 1712 | loss: 0.0311187 | val_loss: 0.0311403 | Time: 2485.38 ms [2022-04-11 06:51:50 main:574] : INFO : Epoch 1713 | loss: 0.0311182 | val_loss: 0.0311397 | Time: 2489.34 ms [2022-04-11 06:51:53 main:574] : INFO : Epoch 1714 | loss: 0.0311174 | val_loss: 0.031143 | Time: 2478.41 ms [2022-04-11 06:51:55 main:574] : INFO : Epoch 1715 | loss: 0.0311168 | val_loss: 0.0311414 | Time: 2491.86 ms [2022-04-11 06:51:58 main:574] : INFO : Epoch 1716 | loss: 0.0311184 | val_loss: 0.031139 | Time: 2478.71 ms [2022-04-11 06:52:00 main:574] : INFO : Epoch 1717 | loss: 0.0311208 | val_loss: 0.0311369 | Time: 2484 ms [2022-04-11 06:52:03 main:574] : INFO : Epoch 1718 | loss: 0.0311219 | val_loss: 0.031135 | Time: 2489.71 ms [2022-04-11 06:52:05 main:574] : INFO : Epoch 1719 | loss: 0.0311215 | val_loss: 0.0311352 | Time: 2483.53 ms [2022-04-11 06:52:08 main:574] : INFO : Epoch 1720 | loss: 0.0311229 | val_loss: 0.0311382 | Time: 2480.23 ms [2022-04-11 06:52:11 main:574] : INFO : Epoch 1721 | loss: 0.031119 | val_loss: 0.0311378 | Time: 2486.42 ms [2022-04-11 06:52:13 main:574] : INFO : Epoch 1722 | loss: 0.0311192 | val_loss: 0.0311388 | Time: 2480.62 ms [2022-04-11 06:52:16 main:574] : INFO : Epoch 1723 | loss: 0.0311179 | val_loss: 0.0311394 | Time: 2483.61 ms [2022-04-11 06:52:18 main:574] : INFO : Epoch 1724 | loss: 0.0311189 | val_loss: 0.0311376 | Time: 2481.04 ms [2022-04-11 06:52:21 main:574] : INFO : Epoch 1725 | loss: 0.0311176 | val_loss: 0.0311357 | Time: 2490.17 ms [2022-04-11 06:52:23 main:574] : INFO : Epoch 1726 | loss: 0.0311205 | val_loss: 0.0311404 | Time: 2484.16 ms [2022-04-11 06:52:26 main:574] : INFO : Epoch 1727 | loss: 0.0311262 | val_loss: 0.0311412 | Time: 2483.48 ms [2022-04-11 06:52:28 main:574] : INFO : Epoch 1728 | loss: 0.0311239 | val_loss: 0.0311387 | Time: 2479.4 ms [2022-04-11 06:52:31 main:574] : INFO : Epoch 1729 | loss: 0.0311259 | val_loss: 0.031145 | Time: 2491.53 ms [2022-04-11 06:52:33 main:574] : INFO : Epoch 1730 | loss: 0.0311287 | val_loss: 0.0311386 | Time: 2486.35 ms [2022-04-11 06:52:36 main:574] : INFO : Epoch 1731 | loss: 0.0311255 | val_loss: 0.0311387 | Time: 2477.29 ms [2022-04-11 06:52:38 main:574] : INFO : Epoch 1732 | loss: 0.0311254 | val_loss: 0.0311424 | Time: 2482.5 ms [2022-04-11 06:52:41 main:574] : INFO : Epoch 1733 | loss: 0.0311307 | val_loss: 0.0311453 | Time: 2487.3 ms [2022-04-11 06:52:43 main:574] : INFO : Epoch 1734 | loss: 0.0311239 | val_loss: 0.0311407 | Time: 2485.75 ms [2022-04-11 06:52:46 main:574] : INFO : Epoch 1735 | loss: 0.0311215 | val_loss: 0.0311421 | Time: 2482.63 ms [2022-04-11 06:52:49 main:574] : INFO : Epoch 1736 | loss: 0.0311186 | val_loss: 0.0311399 | Time: 2478.61 ms [2022-04-11 06:52:51 main:574] : INFO : Epoch 1737 | loss: 0.0311196 | val_loss: 0.0311443 | Time: 2487.14 ms [2022-04-11 06:52:54 main:574] : INFO : Epoch 1738 | loss: 0.0311263 | val_loss: 0.0311509 | Time: 2485.32 ms [2022-04-11 06:52:56 main:574] : INFO : Epoch 1739 | loss: 0.031124 | val_loss: 0.0311437 | Time: 2490.88 ms [2022-04-11 06:52:59 main:574] : INFO : Epoch 1740 | loss: 0.0311241 | val_loss: 0.031144 | Time: 2482.5 ms [2022-04-11 06:53:01 main:574] : INFO : Epoch 1741 | loss: 0.0311197 | val_loss: 0.0311508 | Time: 2490.89 ms [2022-04-11 06:53:04 main:574] : INFO : Epoch 1742 | loss: 0.0311215 | val_loss: 0.031149 | Time: 2479.56 ms [2022-04-11 06:53:06 main:574] : INFO : Epoch 1743 | loss: 0.0311185 | val_loss: 0.0311469 | Time: 2482.49 ms [2022-04-11 06:53:09 main:574] : INFO : Epoch 1744 | loss: 0.0311173 | val_loss: 0.0311414 | Time: 2479.34 ms [2022-04-11 06:53:11 main:574] : INFO : Epoch 1745 | loss: 0.0311172 | val_loss: 0.0311401 | Time: 2485.32 ms [2022-04-11 06:53:14 main:574] : INFO : Epoch 1746 | loss: 0.0311178 | val_loss: 0.0311436 | Time: 2486.76 ms [2022-04-11 06:53:16 main:574] : INFO : Epoch 1747 | loss: 0.0311155 | val_loss: 0.0311419 | Time: 2484.62 ms [2022-04-11 06:53:19 main:574] : INFO : Epoch 1748 | loss: 0.0311193 | val_loss: 0.0311419 | Time: 2485.85 ms [2022-04-11 06:53:21 main:574] : INFO : Epoch 1749 | loss: 0.0311181 | val_loss: 0.0311399 | Time: 2489.6 ms [2022-04-11 06:53:24 main:574] : INFO : Epoch 1750 | loss: 0.0311202 | val_loss: 0.0311425 | Time: 2490.01 ms [2022-04-11 06:53:26 main:574] : INFO : Epoch 1751 | loss: 0.0311245 | val_loss: 0.0311462 | Time: 2480.93 ms [2022-04-11 06:53:29 main:574] : INFO : Epoch 1752 | loss: 0.0311188 | val_loss: 0.0311421 | Time: 2477.54 ms [2022-04-11 06:53:32 main:574] : INFO : Epoch 1753 | loss: 0.0311175 | val_loss: 0.0311428 | Time: 2493 ms [2022-04-11 06:53:34 main:574] : INFO : Epoch 1754 | loss: 0.0311168 | val_loss: 0.0311428 | Time: 2481.65 ms [2022-04-11 06:53:37 main:574] : INFO : Epoch 1755 | loss: 0.0311173 | val_loss: 0.0311421 | Time: 2487.28 ms [2022-04-11 06:53:39 main:574] : INFO : Epoch 1756 | loss: 0.0311185 | val_loss: 0.0311401 | Time: 2476.5 ms [2022-04-11 06:53:42 main:574] : INFO : Epoch 1757 | loss: 0.0311168 | val_loss: 0.0311385 | Time: 2492.67 ms [2022-04-11 06:53:44 main:574] : INFO : Epoch 1758 | loss: 0.0311141 | val_loss: 0.0311389 | Time: 2487.14 ms [2022-04-11 06:53:47 main:574] : INFO : Epoch 1759 | loss: 0.0311158 | val_loss: 0.0311434 | Time: 2486.24 ms [2022-04-11 06:53:49 main:574] : INFO : Epoch 1760 | loss: 0.0311164 | val_loss: 0.0311374 | Time: 2482.27 ms [2022-04-11 06:53:52 main:574] : INFO : Epoch 1761 | loss: 0.0311138 | val_loss: 0.0311368 | Time: 2491.71 ms [2022-04-11 06:53:54 main:574] : INFO : Epoch 1762 | loss: 0.0311132 | val_loss: 0.0311376 | Time: 2482.87 ms [2022-04-11 06:53:57 main:574] : INFO : Epoch 1763 | loss: 0.0311126 | val_loss: 0.0311362 | Time: 2485.61 ms [2022-04-11 06:53:59 main:574] : INFO : Epoch 1764 | loss: 0.0311126 | val_loss: 0.0311348 | Time: 2477.54 ms [2022-04-11 06:54:02 main:574] : INFO : Epoch 1765 | loss: 0.0311149 | val_loss: 0.0311402 | Time: 2490.22 ms [2022-04-11 06:54:04 main:574] : INFO : Epoch 1766 | loss: 0.031117 | val_loss: 0.0311404 | Time: 2486.35 ms [2022-04-11 06:54:07 main:574] : INFO : Epoch 1767 | loss: 0.0311159 | val_loss: 0.0311397 | Time: 2490.33 ms [2022-04-11 06:54:09 main:574] : INFO : Epoch 1768 | loss: 0.0311162 | val_loss: 0.031137 | Time: 2479.4 ms [2022-04-11 06:54:12 main:574] : INFO : Epoch 1769 | loss: 0.0311138 | val_loss: 0.0311365 | Time: 2486 ms [2022-04-11 06:54:14 main:574] : INFO : Epoch 1770 | loss: 0.0311121 | val_loss: 0.0311363 | Time: 2480.09 ms [2022-04-11 06:54:17 main:574] : INFO : Epoch 1771 | loss: 0.0311121 | val_loss: 0.0311377 | Time: 2483.08 ms [2022-04-11 06:54:20 main:574] : INFO : Epoch 1772 | loss: 0.0311114 | val_loss: 0.0311356 | Time: 2486.47 ms [2022-04-11 06:54:22 main:574] : INFO : Epoch 1773 | loss: 0.0311109 | val_loss: 0.0311391 | Time: 2483.25 ms [2022-04-11 06:54:25 main:574] : INFO : Epoch 1774 | loss: 0.0311117 | val_loss: 0.0311383 | Time: 2483.3 ms [2022-04-11 06:54:27 main:574] : INFO : Epoch 1775 | loss: 0.0311107 | val_loss: 0.0311379 | Time: 2484.53 ms [2022-04-11 06:54:30 main:574] : INFO : Epoch 1776 | loss: 0.0311102 | val_loss: 0.0311392 | Time: 2484.33 ms [2022-04-11 06:54:32 main:574] : INFO : Epoch 1777 | loss: 0.0311105 | val_loss: 0.0311363 | Time: 2486.85 ms [2022-04-11 06:54:35 main:574] : INFO : Epoch 1778 | loss: 0.0311125 | val_loss: 0.0311354 | Time: 2481.07 ms [2022-04-11 06:54:37 main:574] : INFO : Epoch 1779 | loss: 0.0311113 | val_loss: 0.031141 | Time: 2483.37 ms [2022-04-11 06:54:40 main:574] : INFO : Epoch 1780 | loss: 0.0311113 | val_loss: 0.0311373 | Time: 2480.65 ms [2022-04-11 06:54:42 main:574] : INFO : Epoch 1781 | loss: 0.0311116 | val_loss: 0.0311445 | Time: 2485.66 ms [2022-04-11 06:54:45 main:574] : INFO : Epoch 1782 | loss: 0.0311113 | val_loss: 0.0311396 | Time: 2476.25 ms [2022-04-11 06:54:47 main:574] : INFO : Epoch 1783 | loss: 0.0311105 | val_loss: 0.0311385 | Time: 2486.42 ms [2022-04-11 06:54:50 main:574] : INFO : Epoch 1784 | loss: 0.0311135 | val_loss: 0.0311393 | Time: 2482.78 ms [2022-04-11 06:54:52 main:574] : INFO : Epoch 1785 | loss: 0.0311199 | val_loss: 0.0311335 | Time: 2488.94 ms [2022-04-11 06:54:55 main:574] : INFO : Epoch 1786 | loss: 0.0311171 | val_loss: 0.0311369 | Time: 2476.06 ms [2022-04-11 06:54:58 main:574] : INFO : Epoch 1787 | loss: 0.0311173 | val_loss: 0.031136 | Time: 2479.44 ms [2022-04-11 06:55:00 main:574] : INFO : Epoch 1788 | loss: 0.0311223 | val_loss: 0.031143 | Time: 2486.76 ms [2022-04-11 06:55:03 main:574] : INFO : Epoch 1789 | loss: 0.0311174 | val_loss: 0.0311365 | Time: 2499.63 ms [2022-04-11 06:55:05 main:574] : INFO : Epoch 1790 | loss: 0.0311178 | val_loss: 0.0311368 | Time: 2485.1 ms [2022-04-11 06:55:08 main:574] : INFO : Epoch 1791 | loss: 0.0311174 | val_loss: 0.0311334 | Time: 2487.22 ms [2022-04-11 06:55:10 main:574] : INFO : Epoch 1792 | loss: 0.0311158 | val_loss: 0.0311331 | Time: 2483.84 ms [2022-04-11 06:55:13 main:574] : INFO : Epoch 1793 | loss: 0.0311175 | val_loss: 0.031137 | Time: 2484.55 ms [2022-04-11 06:55:15 main:574] : INFO : Epoch 1794 | loss: 0.0311157 | val_loss: 0.0311364 | Time: 2478.31 ms [2022-04-11 06:55:18 main:574] : INFO : Epoch 1795 | loss: 0.0311138 | val_loss: 0.0311368 | Time: 2487.25 ms [2022-04-11 06:55:20 main:574] : INFO : Epoch 1796 | loss: 0.0311117 | val_loss: 0.0311357 | Time: 2482.2 ms [2022-04-11 06:55:23 main:574] : INFO : Epoch 1797 | loss: 0.0311136 | val_loss: 0.0311385 | Time: 2485.8 ms [2022-04-11 06:55:25 main:574] : INFO : Epoch 1798 | loss: 0.0311126 | val_loss: 0.0311371 | Time: 2488.61 ms [2022-04-11 06:55:28 main:574] : INFO : Epoch 1799 | loss: 0.0311114 | val_loss: 0.0311381 | Time: 2484.92 ms [2022-04-11 06:55:30 main:574] : INFO : Epoch 1800 | loss: 0.0311106 | val_loss: 0.0311374 | Time: 2482.52 ms [2022-04-11 06:55:33 main:574] : INFO : Epoch 1801 | loss: 0.0311107 | val_loss: 0.0311347 | Time: 2487.57 ms [2022-04-11 06:55:36 main:574] : INFO : Epoch 1802 | loss: 0.0311116 | val_loss: 0.0311411 | Time: 2487.51 ms [2022-04-11 06:55:38 main:574] : INFO : Epoch 1803 | loss: 0.0311126 | val_loss: 0.0311333 | Time: 2490.16 ms [2022-04-11 06:55:41 main:574] : INFO : Epoch 1804 | loss: 0.0311121 | val_loss: 0.0311391 | Time: 2484.42 ms [2022-04-11 06:55:43 main:574] : INFO : Epoch 1805 | loss: 0.0311097 | val_loss: 0.0311346 | Time: 2485.38 ms [2022-04-11 06:55:46 main:574] : INFO : Epoch 1806 | loss: 0.0311106 | val_loss: 0.0311377 | Time: 2478.96 ms [2022-04-11 06:55:48 main:574] : INFO : Epoch 1807 | loss: 0.031109 | val_loss: 0.0311355 | Time: 2481.98 ms [2022-04-11 06:55:51 main:574] : INFO : Epoch 1808 | loss: 0.0311092 | val_loss: 0.0311444 | Time: 2475.7 ms [2022-04-11 06:55:53 main:574] : INFO : Epoch 1809 | loss: 0.0311128 | val_loss: 0.0311394 | Time: 2486.08 ms [2022-04-11 06:55:56 main:574] : INFO : Epoch 1810 | loss: 0.0311155 | val_loss: 0.0311555 | Time: 2483.69 ms [2022-04-11 06:55:58 main:574] : INFO : Epoch 1811 | loss: 0.0311187 | val_loss: 0.0311328 | Time: 2490.13 ms [2022-04-11 06:56:01 main:574] : INFO : Epoch 1812 | loss: 0.0311171 | val_loss: 0.031143 | Time: 2484.47 ms [2022-04-11 06:56:03 main:574] : INFO : Epoch 1813 | loss: 0.0311207 | val_loss: 0.0311345 | Time: 2485.97 ms [2022-04-11 06:56:06 main:574] : INFO : Epoch 1814 | loss: 0.0311135 | val_loss: 0.0311355 | Time: 2481.18 ms [2022-04-11 06:56:08 main:574] : INFO : Epoch 1815 | loss: 0.0311122 | val_loss: 0.0311326 | Time: 2484.53 ms [2022-04-11 06:56:11 main:574] : INFO : Epoch 1816 | loss: 0.0311132 | val_loss: 0.0311322 | Time: 2483.69 ms [2022-04-11 06:56:13 main:574] : INFO : Epoch 1817 | loss: 0.0311102 | val_loss: 0.031137 | Time: 2481.74 ms [2022-04-11 06:56:16 main:574] : INFO : Epoch 1818 | loss: 0.0311105 | val_loss: 0.0311364 | Time: 2480.15 ms [2022-04-11 06:56:19 main:574] : INFO : Epoch 1819 | loss: 0.0311141 | val_loss: 0.0311364 | Time: 2488.2 ms [2022-04-11 06:56:21 main:574] : INFO : Epoch 1820 | loss: 0.0311133 | val_loss: 0.031139 | Time: 2479.21 ms [2022-04-11 06:56:24 main:574] : INFO : Epoch 1821 | loss: 0.0311131 | val_loss: 0.0311337 | Time: 2487.29 ms [2022-04-11 06:56:26 main:574] : INFO : Epoch 1822 | loss: 0.031112 | val_loss: 0.0311328 | Time: 2487.12 ms [2022-04-11 06:56:29 main:574] : INFO : Epoch 1823 | loss: 0.0311102 | val_loss: 0.0311332 | Time: 2478.84 ms [2022-04-11 06:56:31 main:574] : INFO : Epoch 1824 | loss: 0.0311125 | val_loss: 0.0311336 | Time: 2479.1 ms [2022-04-11 06:56:34 main:574] : INFO : Epoch 1825 | loss: 0.0311163 | val_loss: 0.0311367 | Time: 2490.25 ms [2022-04-11 06:56:36 main:574] : INFO : Epoch 1826 | loss: 0.0311217 | val_loss: 0.0311349 | Time: 2475.93 ms [2022-04-11 06:56:39 main:574] : INFO : Epoch 1827 | loss: 0.0311234 | val_loss: 0.0311343 | Time: 2485.52 ms [2022-04-11 06:56:41 main:574] : INFO : Epoch 1828 | loss: 0.0311184 | val_loss: 0.0311411 | Time: 2481.24 ms [2022-04-11 06:56:44 main:574] : INFO : Epoch 1829 | loss: 0.031121 | val_loss: 0.0311348 | Time: 2489.36 ms [2022-04-11 06:56:46 main:574] : INFO : Epoch 1830 | loss: 0.0311244 | val_loss: 0.0311375 | Time: 2476.07 ms [2022-04-11 06:56:49 main:574] : INFO : Epoch 1831 | loss: 0.0311149 | val_loss: 0.0311348 | Time: 2484.52 ms [2022-04-11 06:56:51 main:574] : INFO : Epoch 1832 | loss: 0.031115 | val_loss: 0.0311377 | Time: 2481.48 ms [2022-04-11 06:56:54 main:574] : INFO : Epoch 1833 | loss: 0.0311155 | val_loss: 0.0311442 | Time: 2477.06 ms [2022-04-11 06:56:56 main:574] : INFO : Epoch 1834 | loss: 0.0311163 | val_loss: 0.0311338 | Time: 2483.69 ms [2022-04-11 06:56:59 main:574] : INFO : Epoch 1835 | loss: 0.031114 | val_loss: 0.0311348 | Time: 2481.9 ms [2022-04-11 06:57:01 main:574] : INFO : Epoch 1836 | loss: 0.0311138 | val_loss: 0.0311399 | Time: 2480.05 ms [2022-04-11 06:57:04 main:574] : INFO : Epoch 1837 | loss: 0.031114 | val_loss: 0.0311337 | Time: 2484.36 ms [2022-04-11 06:57:07 main:574] : INFO : Epoch 1838 | loss: 0.0311136 | val_loss: 0.0311405 | Time: 2483.78 ms [2022-04-11 06:57:09 main:574] : INFO : Epoch 1839 | loss: 0.0311166 | val_loss: 0.0311402 | Time: 2486.03 ms [2022-04-11 06:57:12 main:574] : INFO : Epoch 1840 | loss: 0.0311163 | val_loss: 0.0311391 | Time: 2477.29 ms [2022-04-11 06:57:14 main:574] : INFO : Epoch 1841 | loss: 0.0311137 | val_loss: 0.0311351 | Time: 2490.7 ms [2022-04-11 06:57:17 main:574] : INFO : Epoch 1842 | loss: 0.0311141 | val_loss: 0.0311532 | Time: 2486.98 ms [2022-04-11 06:57:19 main:574] : INFO : Epoch 1843 | loss: 0.0311189 | val_loss: 0.0311361 | Time: 2484.54 ms [2022-04-11 06:57:22 main:574] : INFO : Epoch 1844 | loss: 0.0311171 | val_loss: 0.0311368 | Time: 2484.53 ms [2022-04-11 06:57:24 main:574] : INFO : Epoch 1845 | loss: 0.0311141 | val_loss: 0.031145 | Time: 2485.09 ms [2022-04-11 06:57:27 main:574] : INFO : Epoch 1846 | loss: 0.0311159 | val_loss: 0.031136 | Time: 2480.23 ms [2022-04-11 06:57:29 main:574] : INFO : Epoch 1847 | loss: 0.0311232 | val_loss: 0.0311351 | Time: 2487.47 ms [2022-04-11 06:57:32 main:574] : INFO : Epoch 1848 | loss: 0.0311143 | val_loss: 0.0311379 | Time: 2478.16 ms [2022-04-11 06:57:34 main:574] : INFO : Epoch 1849 | loss: 0.0311155 | val_loss: 0.0311433 | Time: 2482.88 ms [2022-04-11 06:57:37 main:574] : INFO : Epoch 1850 | loss: 0.0311156 | val_loss: 0.0311366 | Time: 2483.21 ms [2022-04-11 06:57:39 main:574] : INFO : Epoch 1851 | loss: 0.0311144 | val_loss: 0.0311368 | Time: 2481.5 ms [2022-04-11 06:57:42 main:574] : INFO : Epoch 1852 | loss: 0.0311162 | val_loss: 0.0311447 | Time: 2477.45 ms [2022-04-11 06:57:44 main:574] : INFO : Epoch 1853 | loss: 0.0311217 | val_loss: 0.0311389 | Time: 2494.26 ms [2022-04-11 06:57:47 main:574] : INFO : Epoch 1854 | loss: 0.031123 | val_loss: 0.0311453 | Time: 2485.35 ms [2022-04-11 06:57:50 main:574] : INFO : Epoch 1855 | loss: 0.031122 | val_loss: 0.0311335 | Time: 2483.76 ms [2022-04-11 06:57:52 main:574] : INFO : Epoch 1856 | loss: 0.0311216 | val_loss: 0.0311441 | Time: 2486.56 ms [2022-04-11 06:57:55 main:574] : INFO : Epoch 1857 | loss: 0.0311261 | val_loss: 0.0311351 | Time: 2489.41 ms [2022-04-11 06:57:57 main:574] : INFO : Epoch 1858 | loss: 0.0311262 | val_loss: 0.0311466 | Time: 2488.18 ms [2022-04-11 06:58:00 main:574] : INFO : Epoch 1859 | loss: 0.0311308 | val_loss: 0.0311415 | Time: 2489.64 ms [2022-04-11 06:58:02 main:574] : INFO : Epoch 1860 | loss: 0.0311255 | val_loss: 0.0311378 | Time: 2487.72 ms [2022-04-11 06:58:05 main:574] : INFO : Epoch 1861 | loss: 0.0311216 | val_loss: 0.0311481 | Time: 2482.35 ms [2022-04-11 06:58:07 main:574] : INFO : Epoch 1862 | loss: 0.0311226 | val_loss: 0.0311423 | Time: 2486.32 ms [2022-04-11 06:58:10 main:574] : INFO : Epoch 1863 | loss: 0.0311216 | val_loss: 0.0311364 | Time: 2480.2 ms [2022-04-11 06:58:12 main:574] : INFO : Epoch 1864 | loss: 0.0311188 | val_loss: 0.031142 | Time: 2482.46 ms [2022-04-11 06:58:15 main:574] : INFO : Epoch 1865 | loss: 0.0311181 | val_loss: 0.0311328 | Time: 2494.88 ms [2022-04-11 06:58:17 main:574] : INFO : Epoch 1866 | loss: 0.0311176 | val_loss: 0.0311347 | Time: 2486.19 ms [2022-04-11 06:58:20 main:574] : INFO : Epoch 1867 | loss: 0.031117 | val_loss: 0.0311403 | Time: 2480.75 ms [2022-04-11 06:58:22 main:574] : INFO : Epoch 1868 | loss: 0.031118 | val_loss: 0.0311371 | Time: 2481.9 ms [2022-04-11 06:58:25 main:574] : INFO : Epoch 1869 | loss: 0.031118 | val_loss: 0.0311463 | Time: 2491.63 ms [2022-04-11 06:58:28 main:574] : INFO : Epoch 1870 | loss: 0.0311214 | val_loss: 0.0311379 | Time: 2485.9 ms [2022-04-11 06:58:30 main:574] : INFO : Epoch 1871 | loss: 0.0311198 | val_loss: 0.0311428 | Time: 2483.76 ms [2022-04-11 06:58:33 main:574] : INFO : Epoch 1872 | loss: 0.0311209 | val_loss: 0.0311358 | Time: 2481.32 ms [2022-04-11 06:58:35 main:574] : INFO : Epoch 1873 | loss: 0.0311144 | val_loss: 0.0311378 | Time: 2491.34 ms [2022-04-11 06:58:38 main:574] : INFO : Epoch 1874 | loss: 0.031115 | val_loss: 0.0311344 | Time: 2483.5 ms [2022-04-11 06:58:40 main:574] : INFO : Epoch 1875 | loss: 0.0311136 | val_loss: 0.0311345 | Time: 2486.66 ms [2022-04-11 06:58:43 main:574] : INFO : Epoch 1876 | loss: 0.0311113 | val_loss: 0.0311347 | Time: 2484.58 ms [2022-04-11 06:58:45 main:574] : INFO : Epoch 1877 | loss: 0.0311118 | val_loss: 0.0311364 | Time: 2487.9 ms [2022-04-11 06:58:48 main:574] : INFO : Epoch 1878 | loss: 0.0311115 | val_loss: 0.0311371 | Time: 2488.08 ms [2022-04-11 06:58:50 main:574] : INFO : Epoch 1879 | loss: 0.0311116 | val_loss: 0.0311365 | Time: 2488.87 ms [2022-04-11 06:58:53 main:574] : INFO : Epoch 1880 | loss: 0.031115 | val_loss: 0.0311352 | Time: 2476.92 ms [2022-04-11 06:58:55 main:574] : INFO : Epoch 1881 | loss: 0.0311186 | val_loss: 0.0311416 | Time: 2487.75 ms [2022-04-11 06:58:58 main:574] : INFO : Epoch 1882 | loss: 0.0311188 | val_loss: 0.03114 | Time: 2482.61 ms [2022-04-11 06:59:00 main:574] : INFO : Epoch 1883 | loss: 0.0311146 | val_loss: 0.0311356 | Time: 2488.87 ms [2022-04-11 06:59:03 main:574] : INFO : Epoch 1884 | loss: 0.0311142 | val_loss: 0.0311365 | Time: 2487.11 ms [2022-04-11 06:59:05 main:574] : INFO : Epoch 1885 | loss: 0.0311166 | val_loss: 0.0311384 | Time: 2478.52 ms [2022-04-11 06:59:08 main:574] : INFO : Epoch 1886 | loss: 0.0311135 | val_loss: 0.0311409 | Time: 2486.87 ms [2022-04-11 06:59:10 main:574] : INFO : Epoch 1887 | loss: 0.031114 | val_loss: 0.0311381 | Time: 2484.78 ms [2022-04-11 06:59:13 main:574] : INFO : Epoch 1888 | loss: 0.0311122 | val_loss: 0.0311357 | Time: 2482.16 ms [2022-04-11 06:59:16 main:574] : INFO : Epoch 1889 | loss: 0.0311119 | val_loss: 0.0311352 | Time: 2488.63 ms [2022-04-11 06:59:18 main:574] : INFO : Epoch 1890 | loss: 0.0311109 | val_loss: 0.0311347 | Time: 2485.97 ms [2022-04-11 06:59:21 main:574] : INFO : Epoch 1891 | loss: 0.0311115 | val_loss: 0.0311339 | Time: 2477.58 ms [2022-04-11 06:59:23 main:574] : INFO : Epoch 1892 | loss: 0.0311101 | val_loss: 0.0311345 | Time: 2480.43 ms [2022-04-11 06:59:26 main:574] : INFO : Epoch 1893 | loss: 0.0311129 | val_loss: 0.0311356 | Time: 2484.91 ms [2022-04-11 06:59:28 main:574] : INFO : Epoch 1894 | loss: 0.0311175 | val_loss: 0.0311482 | Time: 2487.59 ms [2022-04-11 06:59:31 main:574] : INFO : Epoch 1895 | loss: 0.0311178 | val_loss: 0.031136 | Time: 2483.39 ms [2022-04-11 06:59:33 main:574] : INFO : Epoch 1896 | loss: 0.031114 | val_loss: 0.0311339 | Time: 2479 ms [2022-04-11 06:59:36 main:574] : INFO : Epoch 1897 | loss: 0.0311119 | val_loss: 0.0311408 | Time: 2488.65 ms [2022-04-11 06:59:38 main:574] : INFO : Epoch 1898 | loss: 0.0311133 | val_loss: 0.0311334 | Time: 2485.61 ms [2022-04-11 06:59:41 main:574] : INFO : Epoch 1899 | loss: 0.0311106 | val_loss: 0.0311338 | Time: 2488.32 ms [2022-04-11 06:59:43 main:574] : INFO : Epoch 1900 | loss: 0.0311092 | val_loss: 0.0311329 | Time: 2479.12 ms [2022-04-11 06:59:46 main:574] : INFO : Epoch 1901 | loss: 0.0311096 | val_loss: 0.0311339 | Time: 2485.62 ms [2022-04-11 06:59:48 main:574] : INFO : Epoch 1902 | loss: 0.0311102 | val_loss: 0.0311403 | Time: 2484.39 ms [2022-04-11 06:59:51 main:574] : INFO : Epoch 1903 | loss: 0.0311089 | val_loss: 0.0311307 | Time: 2486.09 ms [2022-04-11 06:59:53 main:574] : INFO : Epoch 1904 | loss: 0.0311082 | val_loss: 0.0311317 | Time: 2484.46 ms [2022-04-11 06:59:56 main:574] : INFO : Epoch 1905 | loss: 0.031106 | val_loss: 0.0311342 | Time: 2487.97 ms [2022-04-11 06:59:58 main:574] : INFO : Epoch 1906 | loss: 0.0311072 | val_loss: 0.0311332 | Time: 2487.05 ms [2022-04-11 07:00:01 main:574] : INFO : Epoch 1907 | loss: 0.0311077 | val_loss: 0.0311314 | Time: 2481.86 ms [2022-04-11 07:00:04 main:574] : INFO : Epoch 1908 | loss: 0.0311078 | val_loss: 0.0311334 | Time: 2485.79 ms [2022-04-11 07:00:06 main:574] : INFO : Epoch 1909 | loss: 0.0311072 | val_loss: 0.0311335 | Time: 2488.9 ms [2022-04-11 07:00:09 main:574] : INFO : Epoch 1910 | loss: 0.0311074 | val_loss: 0.0311358 | Time: 2488.93 ms [2022-04-11 07:00:11 main:574] : INFO : Epoch 1911 | loss: 0.0311097 | val_loss: 0.0311333 | Time: 2479.23 ms [2022-04-11 07:00:14 main:574] : INFO : Epoch 1912 | loss: 0.0311079 | val_loss: 0.0311318 | Time: 2486.52 ms [2022-04-11 07:00:16 main:574] : INFO : Epoch 1913 | loss: 0.0311069 | val_loss: 0.031133 | Time: 2492.84 ms [2022-04-11 07:00:19 main:574] : INFO : Epoch 1914 | loss: 0.0311079 | val_loss: 0.0311319 | Time: 2486.42 ms [2022-04-11 07:00:21 main:574] : INFO : Epoch 1915 | loss: 0.0311154 | val_loss: 0.0311331 | Time: 2491.06 ms [2022-04-11 07:00:24 main:574] : INFO : Epoch 1916 | loss: 0.0311149 | val_loss: 0.0311367 | Time: 2483.1 ms [2022-04-11 07:00:26 main:574] : INFO : Epoch 1917 | loss: 0.0311156 | val_loss: 0.0311315 | Time: 2491.24 ms [2022-04-11 07:00:29 main:574] : INFO : Epoch 1918 | loss: 0.0311131 | val_loss: 0.0311298 | Time: 2480.78 ms [2022-04-11 07:00:31 main:574] : INFO : Epoch 1919 | loss: 0.031115 | val_loss: 0.0311326 | Time: 2482.05 ms [2022-04-11 07:00:34 main:574] : INFO : Epoch 1920 | loss: 0.0311127 | val_loss: 0.0311322 | Time: 2481.34 ms [2022-04-11 07:00:36 main:574] : INFO : Epoch 1921 | loss: 0.0311111 | val_loss: 0.0311339 | Time: 2491.77 ms [2022-04-11 07:00:39 main:574] : INFO : Epoch 1922 | loss: 0.0311109 | val_loss: 0.0311326 | Time: 2488.64 ms [2022-04-11 07:00:41 main:574] : INFO : Epoch 1923 | loss: 0.0311105 | val_loss: 0.0311318 | Time: 2482.23 ms [2022-04-11 07:00:44 main:574] : INFO : Epoch 1924 | loss: 0.0311094 | val_loss: 0.031134 | Time: 2481.87 ms [2022-04-11 07:00:47 main:574] : INFO : Epoch 1925 | loss: 0.0311097 | val_loss: 0.0311325 | Time: 2486.69 ms [2022-04-11 07:00:49 main:574] : INFO : Epoch 1926 | loss: 0.0311093 | val_loss: 0.0311364 | Time: 2484.74 ms [2022-04-11 07:00:52 main:574] : INFO : Epoch 1927 | loss: 0.031111 | val_loss: 0.0311351 | Time: 2488.56 ms [2022-04-11 07:00:54 main:574] : INFO : Epoch 1928 | loss: 0.0311104 | val_loss: 0.0311357 | Time: 2482.38 ms [2022-04-11 07:00:57 main:574] : INFO : Epoch 1929 | loss: 0.0311087 | val_loss: 0.0311302 | Time: 2498.75 ms [2022-04-11 07:00:59 main:574] : INFO : Epoch 1930 | loss: 0.0311093 | val_loss: 0.0311341 | Time: 2483.19 ms [2022-04-11 07:01:02 main:574] : INFO : Epoch 1931 | loss: 0.0311127 | val_loss: 0.0311329 | Time: 2488.56 ms [2022-04-11 07:01:04 main:574] : INFO : Epoch 1932 | loss: 0.0311131 | val_loss: 0.0311366 | Time: 2479.64 ms [2022-04-11 07:01:07 main:574] : INFO : Epoch 1933 | loss: 0.0311119 | val_loss: 0.0311299 | Time: 2494.79 ms [2022-04-11 07:01:09 main:574] : INFO : Epoch 1934 | loss: 0.0311113 | val_loss: 0.0311325 | Time: 2485.65 ms [2022-04-11 07:01:12 main:574] : INFO : Epoch 1935 | loss: 0.0311116 | val_loss: 0.0311307 | Time: 2482.5 ms [2022-04-11 07:01:14 main:574] : INFO : Epoch 1936 | loss: 0.0311123 | val_loss: 0.0311332 | Time: 2480.09 ms [2022-04-11 07:01:17 main:574] : INFO : Epoch 1937 | loss: 0.0311113 | val_loss: 0.0311343 | Time: 2484.68 ms [2022-04-11 07:01:19 main:574] : INFO : Epoch 1938 | loss: 0.0311098 | val_loss: 0.0311365 | Time: 2483.27 ms [2022-04-11 07:01:22 main:574] : INFO : Epoch 1939 | loss: 0.0311126 | val_loss: 0.0311306 | Time: 2483.18 ms [2022-04-11 07:01:25 main:574] : INFO : Epoch 1940 | loss: 0.0311123 | val_loss: 0.0311284 | Time: 2487.92 ms [2022-04-11 07:01:27 main:574] : INFO : Epoch 1941 | loss: 0.0311117 | val_loss: 0.0311335 | Time: 2486.39 ms [2022-04-11 07:01:30 main:574] : INFO : Epoch 1942 | loss: 0.0311123 | val_loss: 0.0311312 | Time: 2483.96 ms [2022-04-11 07:01:32 main:574] : INFO : Epoch 1943 | loss: 0.0311101 | val_loss: 0.0311306 | Time: 2485.54 ms [2022-04-11 07:01:35 main:574] : INFO : Epoch 1944 | loss: 0.0311097 | val_loss: 0.031129 | Time: 2478.6 ms [2022-04-11 07:01:37 main:574] : INFO : Epoch 1945 | loss: 0.0311099 | val_loss: 0.0311299 | Time: 2487.48 ms [2022-04-11 07:01:40 main:574] : INFO : Epoch 1946 | loss: 0.0311097 | val_loss: 0.0311306 | Time: 2480.75 ms [2022-04-11 07:01:42 main:574] : INFO : Epoch 1947 | loss: 0.0311107 | val_loss: 0.0311342 | Time: 2487.6 ms [2022-04-11 07:01:45 main:574] : INFO : Epoch 1948 | loss: 0.0311126 | val_loss: 0.0311346 | Time: 2481.18 ms [2022-04-11 07:01:47 main:574] : INFO : Epoch 1949 | loss: 0.0311101 | val_loss: 0.0311305 | Time: 2484.89 ms [2022-04-11 07:01:50 main:574] : INFO : Epoch 1950 | loss: 0.0311095 | val_loss: 0.0311307 | Time: 2489.84 ms [2022-04-11 07:01:52 main:574] : INFO : Epoch 1951 | loss: 0.0311102 | val_loss: 0.0311317 | Time: 2480.26 ms [2022-04-11 07:01:55 main:574] : INFO : Epoch 1952 | loss: 0.0311118 | val_loss: 0.0311318 | Time: 2481.78 ms [2022-04-11 07:01:57 main:574] : INFO : Epoch 1953 | loss: 0.0311107 | val_loss: 0.0311348 | Time: 2484.28 ms [2022-04-11 07:02:00 main:574] : INFO : Epoch 1954 | loss: 0.0311089 | val_loss: 0.0311331 | Time: 2487.36 ms [2022-04-11 07:02:02 main:574] : INFO : Epoch 1955 | loss: 0.0311122 | val_loss: 0.0311305 | Time: 2488.49 ms [2022-04-11 07:02:05 main:574] : INFO : Epoch 1956 | loss: 0.0311116 | val_loss: 0.0311384 | Time: 2481.78 ms [2022-04-11 07:02:08 main:574] : INFO : Epoch 1957 | loss: 0.0311135 | val_loss: 0.031134 | Time: 2481.54 ms [2022-04-11 07:02:10 main:574] : INFO : Epoch 1958 | loss: 0.0311094 | val_loss: 0.031135 | Time: 2489.06 ms [2022-04-11 07:02:13 main:574] : INFO : Epoch 1959 | loss: 0.0311109 | val_loss: 0.0311326 | Time: 2482.65 ms [2022-04-11 07:02:15 main:574] : INFO : Epoch 1960 | loss: 0.0311095 | val_loss: 0.0311364 | Time: 2485.54 ms [2022-04-11 07:02:18 main:574] : INFO : Epoch 1961 | loss: 0.0311085 | val_loss: 0.0311324 | Time: 2488.3 ms [2022-04-11 07:02:20 main:574] : INFO : Epoch 1962 | loss: 0.0311096 | val_loss: 0.0311327 | Time: 2478.48 ms [2022-04-11 07:02:23 main:574] : INFO : Epoch 1963 | loss: 0.0311079 | val_loss: 0.0311296 | Time: 2485.36 ms [2022-04-11 07:02:25 main:574] : INFO : Epoch 1964 | loss: 0.0311104 | val_loss: 0.0311308 | Time: 2472.39 ms [2022-04-11 07:02:28 main:574] : INFO : Epoch 1965 | loss: 0.0311102 | val_loss: 0.0311335 | Time: 2490.01 ms [2022-04-11 07:02:30 main:574] : INFO : Epoch 1966 | loss: 0.0311092 | val_loss: 0.0311294 | Time: 2480.9 ms [2022-04-11 07:02:33 main:574] : INFO : Epoch 1967 | loss: 0.0311094 | val_loss: 0.0311328 | Time: 2484.97 ms [2022-04-11 07:02:35 main:574] : INFO : Epoch 1968 | loss: 0.0311117 | val_loss: 0.0311317 | Time: 2478.22 ms [2022-04-11 07:02:38 main:574] : INFO : Epoch 1969 | loss: 0.0311089 | val_loss: 0.0311331 | Time: 2492.69 ms [2022-04-11 07:02:40 main:574] : INFO : Epoch 1970 | loss: 0.0311067 | val_loss: 0.0311312 | Time: 2484.79 ms [2022-04-11 07:02:43 main:574] : INFO : Epoch 1971 | loss: 0.0311068 | val_loss: 0.0311287 | Time: 2483.7 ms [2022-04-11 07:02:45 main:574] : INFO : Epoch 1972 | loss: 0.0311064 | val_loss: 0.0311307 | Time: 2483.9 ms [2022-04-11 07:02:48 main:574] : INFO : Epoch 1973 | loss: 0.0311077 | val_loss: 0.0311304 | Time: 2484.42 ms [2022-04-11 07:02:50 main:574] : INFO : Epoch 1974 | loss: 0.0311066 | val_loss: 0.0311331 | Time: 2482.09 ms [2022-04-11 07:02:53 main:574] : INFO : Epoch 1975 | loss: 0.0311098 | val_loss: 0.0311304 | Time: 2477.8 ms [2022-04-11 07:02:56 main:574] : INFO : Epoch 1976 | loss: 0.063096 | val_loss: 0.0317491 | Time: 2484.51 ms [2022-04-11 07:02:58 main:574] : INFO : Epoch 1977 | loss: 0.0613307 | val_loss: 0.0422476 | Time: 2483.98 ms [2022-04-11 07:03:01 main:574] : INFO : Epoch 1978 | loss: 0.0337015 | val_loss: 0.0319173 | Time: 2485.1 ms [2022-04-11 07:03:03 main:574] : INFO : Epoch 1979 | loss: 0.0315992 | val_loss: 0.0313361 | Time: 2483.54 ms [2022-04-11 07:03:06 main:574] : INFO : Epoch 1980 | loss: 0.0312937 | val_loss: 0.0312726 | Time: 2484.93 ms [2022-04-11 07:03:08 main:574] : INFO : Epoch 1981 | loss: 0.0312456 | val_loss: 0.0312317 | Time: 2491.57 ms [2022-04-11 07:03:11 main:574] : INFO : Epoch 1982 | loss: 0.0312259 | val_loss: 0.031216 | Time: 2484.21 ms [2022-04-11 07:03:13 main:574] : INFO : Epoch 1983 | loss: 0.0312101 | val_loss: 0.0312005 | Time: 2485.99 ms [2022-04-11 07:03:16 main:574] : INFO : Epoch 1984 | loss: 0.0311983 | val_loss: 0.0311945 | Time: 2473.56 ms [2022-04-11 07:03:18 main:574] : INFO : Epoch 1985 | loss: 0.0311929 | val_loss: 0.0311897 | Time: 2493.99 ms [2022-04-11 07:03:21 main:574] : INFO : Epoch 1986 | loss: 0.0311898 | val_loss: 0.0311871 | Time: 2487.89 ms [2022-04-11 07:03:23 main:574] : INFO : Epoch 1987 | loss: 0.0311897 | val_loss: 0.0311905 | Time: 2488.96 ms [2022-04-11 07:03:26 main:574] : INFO : Epoch 1988 | loss: 0.0311883 | val_loss: 0.0311852 | Time: 2479.75 ms [2022-04-11 07:03:29 main:574] : INFO : Epoch 1989 | loss: 0.0311837 | val_loss: 0.031182 | Time: 2482.78 ms [2022-04-11 07:03:31 main:574] : INFO : Epoch 1990 | loss: 0.0311808 | val_loss: 0.0311801 | Time: 2486.78 ms [2022-04-11 07:03:34 main:574] : INFO : Epoch 1991 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 2487.07 ms [2022-04-11 07:03:36 main:574] : INFO : Epoch 1992 | loss: 0.0311769 | val_loss: 0.0311763 | Time: 2483.1 ms [2022-04-11 07:03:39 main:574] : INFO : Epoch 1993 | loss: 0.031175 | val_loss: 0.0311744 | Time: 2485.25 ms [2022-04-11 07:03:41 main:574] : INFO : Epoch 1994 | loss: 0.0311736 | val_loss: 0.0311753 | Time: 2475.83 ms [2022-04-11 07:03:44 main:574] : INFO : Epoch 1995 | loss: 0.0311728 | val_loss: 0.0311734 | Time: 2483.48 ms [2022-04-11 07:03:46 main:574] : INFO : Epoch 1996 | loss: 0.0311697 | val_loss: 0.0311729 | Time: 2486.95 ms [2022-04-11 07:03:49 main:574] : INFO : Epoch 1997 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 2487.24 ms [2022-04-11 07:03:51 main:574] : INFO : Epoch 1998 | loss: 0.0311713 | val_loss: 0.0311726 | Time: 2483.33 ms [2022-04-11 07:03:54 main:574] : INFO : Epoch 1999 | loss: 0.0311704 | val_loss: 0.031173 | Time: 2485.69 ms [2022-04-11 07:03:56 main:574] : INFO : Epoch 2000 | loss: 0.0311665 | val_loss: 0.0311705 | Time: 2488.25 ms [2022-04-11 07:03:59 main:574] : INFO : Epoch 2001 | loss: 0.0311667 | val_loss: 0.0311699 | Time: 2485.97 ms [2022-04-11 07:04:01 main:574] : INFO : Epoch 2002 | loss: 0.0311656 | val_loss: 0.0311697 | Time: 2490.45 ms [2022-04-11 07:04:04 main:574] : INFO : Epoch 2003 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 2478.53 ms [2022-04-11 07:04:06 main:574] : INFO : Epoch 2004 | loss: 0.0311648 | val_loss: 0.031171 | Time: 2486.53 ms [2022-04-11 07:04:09 main:574] : INFO : Epoch 2005 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 2485.05 ms [2022-04-11 07:04:12 main:574] : INFO : Epoch 2006 | loss: 0.0311639 | val_loss: 0.0311663 | Time: 2482.91 ms [2022-04-11 07:04:14 main:574] : INFO : Epoch 2007 | loss: 0.0311628 | val_loss: 0.0311668 | Time: 2485.27 ms [2022-04-11 07:04:17 main:574] : INFO : Epoch 2008 | loss: 0.0311627 | val_loss: 0.0311673 | Time: 2481.2 ms [2022-04-11 07:04:19 main:574] : INFO : Epoch 2009 | loss: 0.0311619 | val_loss: 0.0311674 | Time: 2490.32 ms [2022-04-11 07:04:22 main:574] : INFO : Epoch 2010 | loss: 0.0311616 | val_loss: 0.0311665 | Time: 2484.86 ms [2022-04-11 07:04:24 main:574] : INFO : Epoch 2011 | loss: 0.0311609 | val_loss: 0.0311666 | Time: 2488.79 ms [2022-04-11 07:04:27 main:574] : INFO : Epoch 2012 | loss: 0.0311607 | val_loss: 0.0311658 | Time: 2479.11 ms [2022-04-11 07:04:29 main:574] : INFO : Epoch 2013 | loss: 0.0311604 | val_loss: 0.0311667 | Time: 2487.83 ms [2022-04-11 07:04:32 main:574] : INFO : Epoch 2014 | loss: 0.0311601 | val_loss: 0.0311652 | Time: 2484.35 ms [2022-04-11 07:04:34 main:574] : INFO : Epoch 2015 | loss: 0.0311596 | val_loss: 0.0311651 | Time: 2482 ms [2022-04-11 07:04:37 main:574] : INFO : Epoch 2016 | loss: 0.0311598 | val_loss: 0.0311641 | Time: 2488.19 ms [2022-04-11 07:04:39 main:574] : INFO : Epoch 2017 | loss: 0.0311603 | val_loss: 0.0311642 | Time: 2491.13 ms [2022-04-11 07:04:42 main:574] : INFO : Epoch 2018 | loss: 0.031159 | val_loss: 0.0311644 | Time: 2489.08 ms [2022-04-11 07:04:44 main:574] : INFO : Epoch 2019 | loss: 0.0311585 | val_loss: 0.0311643 | Time: 2482.62 ms [2022-04-11 07:04:47 main:574] : INFO : Epoch 2020 | loss: 0.0311587 | val_loss: 0.0311656 | Time: 2478.45 ms [2022-04-11 07:04:49 main:574] : INFO : Epoch 2021 | loss: 0.0311594 | val_loss: 0.0311645 | Time: 2485.99 ms [2022-04-11 07:04:52 main:574] : INFO : Epoch 2022 | loss: 0.0311591 | val_loss: 0.0311659 | Time: 2497.77 ms [2022-04-11 07:04:55 main:574] : INFO : Epoch 2023 | loss: 0.031158 | val_loss: 0.0311647 | Time: 2487.75 ms [2022-04-11 07:04:57 main:574] : INFO : Epoch 2024 | loss: 0.0311572 | val_loss: 0.0311643 | Time: 2478.78 ms [2022-04-11 07:05:00 main:574] : INFO : Epoch 2025 | loss: 0.0311573 | val_loss: 0.0311666 | Time: 2493.36 ms [2022-04-11 07:05:02 main:574] : INFO : Epoch 2026 | loss: 0.0311583 | val_loss: 0.0311638 | Time: 2489.54 ms [2022-04-11 07:05:05 main:574] : INFO : Epoch 2027 | loss: 0.0311577 | val_loss: 0.0311648 | Time: 2491.44 ms [2022-04-11 07:05:07 main:574] : INFO : Epoch 2028 | loss: 0.0311581 | val_loss: 0.0311665 | Time: 2477.66 ms [2022-04-11 07:05:10 main:574] : INFO : Epoch 2029 | loss: 0.0311586 | val_loss: 0.0311631 | Time: 2481.7 ms [2022-04-11 07:05:12 main:574] : INFO : Epoch 2030 | loss: 0.0311566 | val_loss: 0.0311635 | Time: 2492.71 ms [2022-04-11 07:05:15 main:574] : INFO : Epoch 2031 | loss: 0.0311569 | val_loss: 0.0311644 | Time: 2483.5 ms [2022-04-11 07:05:17 main:574] : INFO : Epoch 2032 | loss: 0.0311573 | val_loss: 0.0311629 | Time: 2477.35 ms [2022-04-11 07:05:20 main:574] : INFO : Epoch 2033 | loss: 0.0311567 | val_loss: 0.0311629 | Time: 2485.41 ms [2022-04-11 07:05:22 main:574] : INFO : Epoch 2034 | loss: 0.0311561 | val_loss: 0.031163 | Time: 2473.94 ms [2022-04-11 07:05:25 main:574] : INFO : Epoch 2035 | loss: 0.031157 | val_loss: 0.0311702 | Time: 2486.36 ms [2022-04-11 07:05:27 main:574] : INFO : Epoch 2036 | loss: 0.0311587 | val_loss: 0.031164 | Time: 2481.84 ms [2022-04-11 07:05:30 main:574] : INFO : Epoch 2037 | loss: 0.0311565 | val_loss: 0.0311627 | Time: 2486.52 ms [2022-04-11 07:05:33 main:574] : INFO : Epoch 2038 | loss: 0.0311564 | val_loss: 0.0311638 | Time: 2480.33 ms [2022-04-11 07:05:35 main:574] : INFO : Epoch 2039 | loss: 0.0311571 | val_loss: 0.0311623 | Time: 2490.4 ms [2022-04-11 07:05:38 main:574] : INFO : Epoch 2040 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 2474.29 ms [2022-04-11 07:05:40 main:574] : INFO : Epoch 2041 | loss: 0.0311566 | val_loss: 0.0311627 | Time: 2490.47 ms [2022-04-11 07:05:43 main:574] : INFO : Epoch 2042 | loss: 0.0311567 | val_loss: 0.0311614 | Time: 2488.27 ms [2022-04-11 07:05:45 main:574] : INFO : Epoch 2043 | loss: 0.0311559 | val_loss: 0.0311609 | Time: 2488.9 ms [2022-04-11 07:05:48 main:574] : INFO : Epoch 2044 | loss: 0.0311557 | val_loss: 0.0311599 | Time: 2476.36 ms [2022-04-11 07:05:50 main:574] : INFO : Epoch 2045 | loss: 0.0311588 | val_loss: 0.0311804 | Time: 2486.85 ms [2022-04-11 07:05:53 main:574] : INFO : Epoch 2046 | loss: 0.0311844 | val_loss: 0.0311954 | Time: 2485.66 ms [2022-04-11 07:05:56 main:574] : INFO : Epoch 2047 | loss: 0.0311826 | val_loss: 0.0311882 | Time: 2487.04 ms [2022-04-11 07:05:58 main:574] : INFO : Epoch 2048 | loss: 0.03118 | val_loss: 0.0311817 | Time: 2478.05 ms [2022-04-11 07:05:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311817 [2022-04-11 07:05:58 main:603] : INFO : Saving end state to config to file [2022-04-11 07:05:58 main:608] : INFO : Success, exiting.. 07:05:58 (16248): 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)