Task 11360848
| Name | ParityModified-1639957451-15631-3-0_0 |
| Workunit | 8604286 |
| Created | 5 Feb 2022, 6:07:39 UTC |
| Sent | 17 Feb 2022, 16:37:12 UTC |
| Report deadline | 25 Feb 2022, 16:37:12 UTC |
| Received | 23 Feb 2022, 23:11:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17360 |
| Run time | 4 hours 17 min 36 sec |
| CPU time | 3 hours 37 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 865.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ch 1542 | loss: 0.0311349 | val_loss: 0.0311367 | Time: 7205.83 ms [2022-02-23 22:08:23 main:574] : INFO : Epoch 1543 | loss: 0.0311343 | val_loss: 0.0311371 | Time: 7164.97 ms [2022-02-23 22:08:31 main:574] : INFO : Epoch 1544 | loss: 0.0311337 | val_loss: 0.031138 | Time: 7156.98 ms [2022-02-23 22:08:38 main:574] : INFO : Epoch 1545 | loss: 0.0311341 | val_loss: 0.031136 | Time: 7147.09 ms [2022-02-23 22:08:45 main:574] : INFO : Epoch 1546 | loss: 0.0311331 | val_loss: 0.0311363 | Time: 7166.28 ms [2022-02-23 22:08:52 main:574] : INFO : Epoch 1547 | loss: 0.0311326 | val_loss: 0.0311357 | Time: 7154.22 ms [2022-02-23 22:08:59 main:574] : INFO : Epoch 1548 | loss: 0.0311352 | val_loss: 0.0311373 | Time: 7153.27 ms [2022-02-23 22:09:06 main:574] : INFO : Epoch 1549 | loss: 0.0311358 | val_loss: 0.0311442 | Time: 7183.03 ms [2022-02-23 22:09:14 main:574] : INFO : Epoch 1550 | loss: 0.0311327 | val_loss: 0.0311385 | Time: 7157.78 ms [2022-02-23 22:09:21 main:574] : INFO : Epoch 1551 | loss: 0.0311326 | val_loss: 0.0311356 | Time: 7165.77 ms [2022-02-23 22:09:28 main:574] : INFO : Epoch 1552 | loss: 0.0311325 | val_loss: 0.0311385 | Time: 7146 ms [2022-02-23 22:09:42 main:574] : INFO : Epoch 1553 | loss: 0.031134 | val_loss: 0.0311377 | Time: 14472.3 ms [2022-02-23 22:09:52 main:574] : INFO : Epoch 1554 | loss: 0.0311322 | val_loss: 0.0311378 | Time: 9935.75 ms [2022-02-23 22:10:00 main:574] : INFO : Epoch 1555 | loss: 0.0311342 | val_loss: 0.0311385 | Time: 7614.74 ms [2022-02-23 22:10:08 main:574] : INFO : Epoch 1556 | loss: 0.031134 | val_loss: 0.0311357 | Time: 7729.99 ms [2022-02-23 22:10:15 main:574] : INFO : Epoch 1557 | loss: 0.0311314 | val_loss: 0.0311378 | Time: 7528.05 ms [2022-02-23 22:10:23 main:574] : INFO : Epoch 1558 | loss: 0.0311321 | val_loss: 0.0311356 | Time: 7619.16 ms [2022-02-23 22:10:30 main:574] : INFO : Epoch 1559 | loss: 0.0311361 | val_loss: 0.0311358 | Time: 7408.29 ms [2022-02-23 22:10:38 main:574] : INFO : Epoch 1560 | loss: 0.0311325 | val_loss: 0.0311397 | Time: 7443.75 ms [2022-02-23 22:10:45 main:574] : INFO : Epoch 1561 | loss: 0.0311336 | val_loss: 0.0311392 | Time: 7474.81 ms [2022-02-23 22:10:53 main:574] : INFO : Epoch 1562 | loss: 0.0311356 | val_loss: 0.0311404 | Time: 7377.82 ms [2022-02-23 22:11:00 main:574] : INFO : Epoch 1563 | loss: 0.031131 | val_loss: 0.0311356 | Time: 7473.17 ms [2022-02-23 22:11:07 main:574] : INFO : Epoch 1564 | loss: 0.0311301 | val_loss: 0.0311392 | Time: 7339.12 ms [2022-02-23 22:11:15 main:574] : INFO : Epoch 1565 | loss: 0.0311336 | val_loss: 0.0311553 | Time: 7384.13 ms [2022-02-23 22:11:22 main:574] : INFO : Epoch 1566 | loss: 0.0311351 | val_loss: 0.0311369 | Time: 7449.31 ms [2022-02-23 22:11:30 main:574] : INFO : Epoch 1567 | loss: 0.0311295 | val_loss: 0.0311351 | Time: 7515.49 ms [2022-02-23 22:11:37 main:574] : INFO : Epoch 1568 | loss: 0.0311292 | val_loss: 0.0311359 | Time: 7292.74 ms [2022-02-23 22:11:45 main:574] : INFO : Epoch 1569 | loss: 0.0311287 | val_loss: 0.0311365 | Time: 7461.92 ms [2022-02-23 22:11:52 main:574] : INFO : Epoch 1570 | loss: 0.0311285 | val_loss: 0.0311366 | Time: 7534.83 ms [2022-02-23 22:11:59 main:574] : INFO : Epoch 1571 | loss: 0.0311302 | val_loss: 0.0311358 | Time: 7312.38 ms [2022-02-23 22:12:07 main:574] : INFO : Epoch 1572 | loss: 0.0311325 | val_loss: 0.0311355 | Time: 7597.51 ms [2022-02-23 22:12:14 main:574] : INFO : Epoch 1573 | loss: 0.0311327 | val_loss: 0.0311412 | Time: 7362.14 ms [2022-02-23 22:12:22 main:574] : INFO : Epoch 1574 | loss: 0.0311299 | val_loss: 0.0311373 | Time: 7388.28 ms [2022-02-23 22:12:29 main:574] : INFO : Epoch 1575 | loss: 0.0311297 | val_loss: 0.0311394 | Time: 7359.49 ms [2022-02-23 22:12:37 main:574] : INFO : Epoch 1576 | loss: 0.0311284 | val_loss: 0.0311383 | Time: 7747.48 ms [2022-02-23 22:12:44 main:574] : INFO : Epoch 1577 | loss: 0.0311292 | val_loss: 0.031137 | Time: 7377.84 ms [2022-02-23 22:12:52 main:574] : INFO : Epoch 1578 | loss: 0.0311282 | val_loss: 0.0311365 | Time: 7285.68 ms [2022-02-23 22:12:59 main:574] : INFO : Epoch 1579 | loss: 0.0311311 | val_loss: 0.031139 | Time: 7461.31 ms [2022-02-23 22:13:07 main:574] : INFO : Epoch 1580 | loss: 0.0311313 | val_loss: 0.0311422 | Time: 8042.89 ms [2022-02-23 22:13:15 main:574] : INFO : Epoch 1581 | loss: 0.0311317 | val_loss: 0.0311352 | Time: 7412.8 ms [2022-02-23 22:13:22 main:574] : INFO : Epoch 1582 | loss: 0.0311299 | val_loss: 0.0311345 | Time: 7430.63 ms [2022-02-23 22:13:30 main:574] : INFO : Epoch 1583 | loss: 0.0311296 | val_loss: 0.0311357 | Time: 7515.39 ms [2022-02-23 22:13:37 main:574] : INFO : Epoch 1584 | loss: 0.0311287 | val_loss: 0.0311356 | Time: 7539.85 ms [2022-02-23 22:13:45 main:574] : INFO : Epoch 1585 | loss: 0.0311306 | val_loss: 0.0311458 | Time: 7427.76 ms [2022-02-23 22:13:53 main:574] : INFO : Epoch 1586 | loss: 0.0311286 | val_loss: 0.0311345 | Time: 8202.51 ms [2022-02-23 22:14:00 main:574] : INFO : Epoch 1587 | loss: 0.0311275 | val_loss: 0.0311358 | Time: 7365.63 ms [2022-02-23 22:14:08 main:574] : INFO : Epoch 1588 | loss: 0.0311264 | val_loss: 0.0311343 | Time: 7439.24 ms [2022-02-23 22:14:15 main:574] : INFO : Epoch 1589 | loss: 0.0311263 | val_loss: 0.0311362 | Time: 7540.43 ms [2022-02-23 22:14:22 main:574] : INFO : Epoch 1590 | loss: 0.0311266 | val_loss: 0.0311388 | Time: 7298.05 ms [2022-02-23 22:14:30 main:574] : INFO : Epoch 1591 | loss: 0.0311267 | val_loss: 0.0311344 | Time: 7470.93 ms [2022-02-23 22:14:38 main:574] : INFO : Epoch 1592 | loss: 0.031124 | val_loss: 0.0311342 | Time: 8063.55 ms [2022-02-23 22:14:46 main:574] : INFO : Epoch 1593 | loss: 0.031127 | val_loss: 0.0311339 | Time: 7581.14 ms [2022-02-23 22:14:53 main:574] : INFO : Epoch 1594 | loss: 0.0311244 | val_loss: 0.0311344 | Time: 7386.52 ms [2022-02-23 22:15:01 main:574] : INFO : Epoch 1595 | loss: 0.0311237 | val_loss: 0.0311363 | Time: 7658.7 ms [2022-02-23 22:15:08 main:574] : INFO : Epoch 1596 | loss: 0.0311227 | val_loss: 0.0311325 | Time: 7537.35 ms [2022-02-23 22:15:15 main:574] : INFO : Epoch 1597 | loss: 0.0311206 | val_loss: 0.0311348 | Time: 7223.33 ms [2022-02-23 22:15:23 main:574] : INFO : Epoch 1598 | loss: 0.0311197 | val_loss: 0.031133 | Time: 7349.24 ms [2022-02-23 22:15:31 main:574] : INFO : Epoch 1599 | loss: 0.0311185 | val_loss: 0.0311319 | Time: 7836.73 ms [2022-02-23 22:15:38 main:574] : INFO : Epoch 1600 | loss: 0.0311184 | val_loss: 0.0311327 | Time: 7369.91 ms [2022-02-23 22:15:45 main:574] : INFO : Epoch 1601 | loss: 0.0311164 | val_loss: 0.0311306 | Time: 7325.52 ms [2022-02-23 22:15:53 main:574] : INFO : Epoch 1602 | loss: 0.0311157 | val_loss: 0.0311298 | Time: 7276.26 ms [2022-02-23 22:16:01 main:574] : INFO : Epoch 1603 | loss: 0.0311187 | val_loss: 0.0311272 | Time: 7908.09 ms [2022-02-23 22:16:08 main:574] : INFO : Epoch 1604 | loss: 0.0311173 | val_loss: 0.0311335 | Time: 7708.14 ms [2022-02-23 22:16:16 main:574] : INFO : Epoch 1605 | loss: 0.0311193 | val_loss: 0.0311373 | Time: 7367.21 ms [2022-02-23 22:16:23 main:574] : INFO : Epoch 1606 | loss: 0.0311207 | val_loss: 0.0311326 | Time: 7748.36 ms [2022-02-23 22:16:31 main:574] : INFO : Epoch 1607 | loss: 0.0311217 | val_loss: 0.0311299 | Time: 7462.14 ms [2022-02-23 22:16:38 main:574] : INFO : Epoch 1608 | loss: 0.0311205 | val_loss: 0.0311329 | Time: 7297.84 ms [2022-02-23 22:16:46 main:574] : INFO : Epoch 1609 | loss: 0.0311231 | val_loss: 0.0311338 | Time: 7820.88 ms [2022-02-23 22:16:53 main:574] : INFO : Epoch 1610 | loss: 0.0311209 | val_loss: 0.031132 | Time: 7305.87 ms [2022-02-23 22:17:01 main:574] : INFO : Epoch 1611 | loss: 0.0311213 | val_loss: 0.0311422 | Time: 7643.57 ms [2022-02-23 22:17:08 main:574] : INFO : Epoch 1612 | loss: 0.0311256 | val_loss: 0.0311359 | Time: 7432.18 ms [2022-02-23 22:17:16 main:574] : INFO : Epoch 1613 | loss: 0.0311242 | val_loss: 0.0311406 | Time: 7444.62 ms [2022-02-23 22:17:23 main:574] : INFO : Epoch 1614 | loss: 0.0311234 | val_loss: 0.0311388 | Time: 7435.19 ms [2022-02-23 22:17:31 main:574] : INFO : Epoch 1615 | loss: 0.0311247 | val_loss: 0.0311442 | Time: 7413.52 ms [2022-02-23 22:17:38 main:574] : INFO : Epoch 1616 | loss: 0.0311271 | val_loss: 0.0311309 | Time: 7449.59 ms [2022-02-23 22:17:46 main:574] : INFO : Epoch 1617 | loss: 0.031124 | val_loss: 0.0311298 | Time: 7392.09 ms [2022-02-23 22:17:53 main:574] : INFO : Epoch 1618 | loss: 0.0311181 | val_loss: 0.0311272 | Time: 7314.78 ms [2022-02-23 22:18:01 main:574] : INFO : Epoch 1619 | loss: 0.0311151 | val_loss: 0.0311296 | Time: 7639 ms [2022-02-23 22:18:08 main:574] : INFO : Epoch 1620 | loss: 0.0311161 | val_loss: 0.0311316 | Time: 7290.89 ms [2022-02-23 22:18:15 main:574] : INFO : Epoch 1621 | loss: 0.0311168 | val_loss: 0.0311317 | Time: 7301.96 ms [2022-02-23 22:18:23 main:574] : INFO : Epoch 1622 | loss: 0.0311164 | val_loss: 0.0311301 | Time: 7236.1 ms [2022-02-23 22:18:30 main:574] : INFO : Epoch 1623 | loss: 0.0311145 | val_loss: 0.031134 | Time: 7416.8 ms [2022-02-23 22:18:37 main:574] : INFO : Epoch 1624 | loss: 0.0311152 | val_loss: 0.0311319 | Time: 7387.82 ms [2022-02-23 22:18:45 main:574] : INFO : Epoch 1625 | loss: 0.0311158 | val_loss: 0.0311358 | Time: 7341.03 ms [2022-02-23 22:18:52 main:574] : INFO : Epoch 1626 | loss: 0.0311177 | val_loss: 0.0311316 | Time: 7459.41 ms [2022-02-23 22:19:00 main:574] : INFO : Epoch 1627 | loss: 0.0311175 | val_loss: 0.0311302 | Time: 7432.74 ms [2022-02-23 22:19:07 main:574] : INFO : Epoch 1628 | loss: 0.0311174 | val_loss: 0.0311325 | Time: 7363.14 ms [2022-02-23 22:19:14 main:574] : INFO : Epoch 1629 | loss: 0.0311187 | val_loss: 0.0311296 | Time: 7302.82 ms [2022-02-23 22:19:22 main:574] : INFO : Epoch 1630 | loss: 0.0311161 | val_loss: 0.0311299 | Time: 7508.84 ms [2022-02-23 22:19:29 main:574] : INFO : Epoch 1631 | loss: 0.0311164 | val_loss: 0.0311312 | Time: 7326.61 ms [2022-02-23 22:19:37 main:574] : INFO : Epoch 1632 | loss: 0.0311188 | val_loss: 0.0311297 | Time: 7377.3 ms [2022-02-23 22:19:45 main:574] : INFO : Epoch 1633 | loss: 0.0311174 | val_loss: 0.0311293 | Time: 8435.98 ms [2022-02-23 22:19:52 main:574] : INFO : Epoch 1634 | loss: 0.0311157 | val_loss: 0.0311296 | Time: 7417.88 ms [2022-02-23 22:20:00 main:574] : INFO : Epoch 1635 | loss: 0.0311151 | val_loss: 0.0311342 | Time: 7535.15 ms [2022-02-23 22:20:07 main:574] : INFO : Epoch 1636 | loss: 0.031114 | val_loss: 0.0311356 | Time: 7492.11 ms [2022-02-23 22:20:15 main:574] : INFO : Epoch 1637 | loss: 0.0311136 | val_loss: 0.0311271 | Time: 7317.33 ms [2022-02-23 22:20:22 main:574] : INFO : Epoch 1638 | loss: 0.0311157 | val_loss: 0.0311292 | Time: 7445.69 ms [2022-02-23 22:20:30 main:574] : INFO : Epoch 1639 | loss: 0.0311187 | val_loss: 0.0311261 | Time: 7403.18 ms [2022-02-23 22:20:37 main:574] : INFO : Epoch 1640 | loss: 0.0311167 | val_loss: 0.0311265 | Time: 7321.34 ms [2022-02-23 22:20:44 main:574] : INFO : Epoch 1641 | loss: 0.0311172 | val_loss: 0.0311382 | Time: 7486.9 ms [2022-02-23 22:20:52 main:574] : INFO : Epoch 1642 | loss: 0.0311154 | val_loss: 0.0311222 | Time: 7410.53 ms [2022-02-23 22:20:59 main:574] : INFO : Epoch 1643 | loss: 0.0311131 | val_loss: 0.031125 | Time: 7525.68 ms [2022-02-23 22:21:07 main:574] : INFO : Epoch 1644 | loss: 0.0311126 | val_loss: 0.0311237 | Time: 7361.21 ms [2022-02-23 22:21:14 main:574] : INFO : Epoch 1645 | loss: 0.0311119 | val_loss: 0.031125 | Time: 7449.1 ms [2022-02-23 22:21:22 main:574] : INFO : Epoch 1646 | loss: 0.0311108 | val_loss: 0.031124 | Time: 7397.36 ms [2022-02-23 22:21:29 main:574] : INFO : Epoch 1647 | loss: 0.0311112 | val_loss: 0.031124 | Time: 7540.09 ms [2022-02-23 22:21:37 main:574] : INFO : Epoch 1648 | loss: 0.0311118 | val_loss: 0.0311315 | Time: 7311.03 ms [2022-02-23 22:21:44 main:574] : INFO : Epoch 1649 | loss: 0.0311184 | val_loss: 0.0311233 | Time: 7277.01 ms [2022-02-23 22:21:51 main:574] : INFO : Epoch 1650 | loss: 0.0311168 | val_loss: 0.0311242 | Time: 7383.3 ms [2022-02-23 22:21:59 main:574] : INFO : Epoch 1651 | loss: 0.0311142 | val_loss: 0.0311198 | Time: 7316.96 ms [2022-02-23 22:22:06 main:574] : INFO : Epoch 1652 | loss: 0.0311118 | val_loss: 0.0311224 | Time: 7411.22 ms [2022-02-23 22:22:13 main:574] : INFO : Epoch 1653 | loss: 0.0311125 | val_loss: 0.0311258 | Time: 7223.27 ms [2022-02-23 22:22:21 main:574] : INFO : Epoch 1654 | loss: 0.0311139 | val_loss: 0.0311209 | Time: 7391.77 ms [2022-02-23 22:22:28 main:574] : INFO : Epoch 1655 | loss: 0.0311112 | val_loss: 0.0311219 | Time: 7262.87 ms [2022-02-23 22:22:36 main:574] : INFO : Epoch 1656 | loss: 0.0311098 | val_loss: 0.0311219 | Time: 7514.28 ms [2022-02-23 22:22:43 main:574] : INFO : Epoch 1657 | loss: 0.0311093 | val_loss: 0.0311203 | Time: 7481.53 ms [2022-02-23 22:22:50 main:574] : INFO : Epoch 1658 | loss: 0.0311098 | val_loss: 0.0311271 | Time: 7354.92 ms [2022-02-23 22:22:58 main:574] : INFO : Epoch 1659 | loss: 0.0311082 | val_loss: 0.0311246 | Time: 7317.1 ms [2022-02-23 22:23:05 main:574] : INFO : Epoch 1660 | loss: 0.0311086 | val_loss: 0.0311256 | Time: 7685.43 ms [2022-02-23 22:23:13 main:574] : INFO : Epoch 1661 | loss: 0.03111 | val_loss: 0.0311235 | Time: 7313.78 ms [2022-02-23 22:23:20 main:574] : INFO : Epoch 1662 | loss: 0.0311119 | val_loss: 0.0311307 | Time: 7372.65 ms [2022-02-23 22:23:27 main:574] : INFO : Epoch 1663 | loss: 0.0311088 | val_loss: 0.0311232 | Time: 7338.75 ms [2022-02-23 22:23:35 main:574] : INFO : Epoch 1664 | loss: 0.0311085 | val_loss: 0.0311226 | Time: 7313.72 ms [2022-02-23 22:23:42 main:574] : INFO : Epoch 1665 | loss: 0.0311067 | val_loss: 0.0311249 | Time: 7486.84 ms [2022-02-23 22:23:50 main:574] : INFO : Epoch 1666 | loss: 0.031109 | val_loss: 0.0311247 | Time: 7354.45 ms [2022-02-23 22:23:57 main:574] : INFO : Epoch 1667 | loss: 0.0311114 | val_loss: 0.0311372 | Time: 7246.78 ms [2022-02-23 22:24:05 main:574] : INFO : Epoch 1668 | loss: 0.0311166 | val_loss: 0.0311277 | Time: 7700.24 ms [2022-02-23 22:24:12 main:574] : INFO : Epoch 1669 | loss: 0.0311129 | val_loss: 0.0311252 | Time: 7232.47 ms [2022-02-23 22:24:19 main:574] : INFO : Epoch 1670 | loss: 0.0311091 | val_loss: 0.0311273 | Time: 7452.96 ms [2022-02-23 22:24:27 main:574] : INFO : Epoch 1671 | loss: 0.0311082 | val_loss: 0.0311336 | Time: 7654.3 ms [2022-02-23 22:24:34 main:574] : INFO : Epoch 1672 | loss: 0.0311078 | val_loss: 0.0311294 | Time: 7262.96 ms [2022-02-23 22:24:42 main:574] : INFO : Epoch 1673 | loss: 0.0311058 | val_loss: 0.0311268 | Time: 7378.99 ms [2022-02-23 22:24:49 main:574] : INFO : Epoch 1674 | loss: 0.0311067 | val_loss: 0.03113 | Time: 7251.56 ms [2022-02-23 22:24:56 main:574] : INFO : Epoch 1675 | loss: 0.0311086 | val_loss: 0.0311271 | Time: 7402.82 ms [2022-02-23 22:25:04 main:574] : INFO : Epoch 1676 | loss: 0.0311065 | val_loss: 0.0311276 | Time: 7504.05 ms [2022-02-23 22:25:11 main:574] : INFO : Epoch 1677 | loss: 0.0311075 | val_loss: 0.0311272 | Time: 7541.35 ms [2022-02-23 22:25:19 main:574] : INFO : Epoch 1678 | loss: 0.0311056 | val_loss: 0.0311331 | Time: 7398.3 ms [2022-02-23 22:25:26 main:574] : INFO : Epoch 1679 | loss: 0.0311052 | val_loss: 0.0311256 | Time: 7378.55 ms [2022-02-23 22:25:34 main:574] : INFO : Epoch 1680 | loss: 0.0311048 | val_loss: 0.0311249 | Time: 8097.95 ms [2022-02-23 22:25:42 main:574] : INFO : Epoch 1681 | loss: 0.0311058 | val_loss: 0.0311262 | Time: 7537.04 ms [2022-02-23 22:25:49 main:574] : INFO : Epoch 1682 | loss: 0.031103 | val_loss: 0.0311254 | Time: 7486.04 ms [2022-02-23 22:25:57 main:574] : INFO : Epoch 1683 | loss: 0.0311058 | val_loss: 0.031129 | Time: 7405.48 ms [2022-02-23 22:26:04 main:574] : INFO : Epoch 1684 | loss: 0.0311063 | val_loss: 0.0311379 | Time: 7417.23 ms [2022-02-23 22:26:12 main:574] : INFO : Epoch 1685 | loss: 0.0311088 | val_loss: 0.0311295 | Time: 7430.44 ms [2022-02-23 22:26:20 main:574] : INFO : Epoch 1686 | loss: 0.0311044 | val_loss: 0.0311257 | Time: 7984.19 ms [2022-02-23 22:26:27 main:574] : INFO : Epoch 1687 | loss: 0.0311065 | val_loss: 0.0311256 | Time: 7287.08 ms [2022-02-23 22:26:35 main:574] : INFO : Epoch 1688 | loss: 0.0311046 | val_loss: 0.0311225 | Time: 7737.63 ms [2022-02-23 22:26:42 main:574] : INFO : Epoch 1689 | loss: 0.0311046 | val_loss: 0.0311241 | Time: 7339.38 ms [2022-02-23 22:26:49 main:574] : INFO : Epoch 1690 | loss: 0.0311061 | val_loss: 0.0311233 | Time: 7325.94 ms [2022-02-23 22:26:57 main:574] : INFO : Epoch 1691 | loss: 0.0311027 | val_loss: 0.0311258 | Time: 7480.08 ms [2022-02-23 22:27:05 main:574] : INFO : Epoch 1692 | loss: 0.0311055 | val_loss: 0.0311265 | Time: 7830.94 ms [2022-02-23 22:27:12 main:574] : INFO : Epoch 1693 | loss: 0.0311071 | val_loss: 0.0311237 | Time: 7322.48 ms [2022-02-23 22:27:19 main:574] : INFO : Epoch 1694 | loss: 0.0311072 | val_loss: 0.0311236 | Time: 7439.82 ms [2022-02-23 22:27:27 main:574] : INFO : Epoch 1695 | loss: 0.0311084 | val_loss: 0.0311268 | Time: 7412.28 ms [2022-02-23 22:27:35 main:574] : INFO : Epoch 1696 | loss: 0.031109 | val_loss: 0.0311242 | Time: 7728.95 ms [2022-02-23 22:27:42 main:574] : INFO : Epoch 1697 | loss: 0.0311067 | val_loss: 0.0311237 | Time: 7588.08 ms [2022-02-23 22:27:50 main:574] : INFO : Epoch 1698 | loss: 0.0311055 | val_loss: 0.0311226 | Time: 7507.61 ms [2022-02-23 22:27:57 main:574] : INFO : Epoch 1699 | loss: 0.0311038 | val_loss: 0.031124 | Time: 7271.45 ms [2022-02-23 22:28:05 main:574] : INFO : Epoch 1700 | loss: 0.0311035 | val_loss: 0.0311251 | Time: 7592.92 ms [2022-02-23 22:28:12 main:574] : INFO : Epoch 1701 | loss: 0.0311029 | val_loss: 0.0311255 | Time: 7326.22 ms [2022-02-23 22:28:19 main:574] : INFO : Epoch 1702 | loss: 0.0311041 | val_loss: 0.0311253 | Time: 7464.36 ms [2022-02-23 22:28:27 main:574] : INFO : Epoch 1703 | loss: 0.0311032 | val_loss: 0.0311258 | Time: 7372.48 ms [2022-02-23 22:28:34 main:574] : INFO : Epoch 1704 | loss: 0.0311106 | val_loss: 0.0311294 | Time: 7572.94 ms [2022-02-23 22:28:42 main:574] : INFO : Epoch 1705 | loss: 0.0311064 | val_loss: 0.0311251 | Time: 7367.11 ms [2022-02-23 22:28:49 main:574] : INFO : Epoch 1706 | loss: 0.0311054 | val_loss: 0.0311246 | Time: 7262.88 ms [2022-02-23 22:28:56 main:574] : INFO : Epoch 1707 | loss: 0.0311038 | val_loss: 0.0311266 | Time: 7271.02 ms [2022-02-23 22:29:04 main:574] : INFO : Epoch 1708 | loss: 0.0311052 | val_loss: 0.0311232 | Time: 7565 ms [2022-02-23 22:29:11 main:574] : INFO : Epoch 1709 | loss: 0.0311043 | val_loss: 0.0311323 | Time: 7442.19 ms [2022-02-23 22:29:19 main:574] : INFO : Epoch 1710 | loss: 0.0311062 | val_loss: 0.0311184 | Time: 7444.02 ms [2022-02-23 22:29:26 main:574] : INFO : Epoch 1711 | loss: 0.0311022 | val_loss: 0.0311189 | Time: 7398.83 ms [2022-02-23 22:29:34 main:574] : INFO : Epoch 1712 | loss: 0.0311018 | val_loss: 0.0311213 | Time: 7390.88 ms [2022-02-23 22:29:41 main:574] : INFO : Epoch 1713 | loss: 0.0311006 | val_loss: 0.0311208 | Time: 7350.78 ms [2022-02-23 22:29:48 main:574] : INFO : Epoch 1714 | loss: 0.0311015 | val_loss: 0.0311255 | Time: 7450.76 ms [2022-02-23 22:29:56 main:574] : INFO : Epoch 1715 | loss: 0.0311066 | val_loss: 0.0311285 | Time: 7437.14 ms [2022-02-23 22:30:04 main:574] : INFO : Epoch 1716 | loss: 0.0311016 | val_loss: 0.0311228 | Time: 8110.58 ms [2022-02-23 22:30:11 main:574] : INFO : Epoch 1717 | loss: 0.0311008 | val_loss: 0.0311201 | Time: 7301.16 ms [2022-02-23 22:30:19 main:574] : INFO : Epoch 1718 | loss: 0.0311006 | val_loss: 0.031123 | Time: 7530.95 ms [2022-02-23 22:30:26 main:574] : INFO : Epoch 1719 | loss: 0.0311021 | val_loss: 0.0311217 | Time: 7325.81 ms [2022-02-23 22:30:34 main:574] : INFO : Epoch 1720 | loss: 0.0311007 | val_loss: 0.0311307 | Time: 7345.64 ms [2022-02-23 22:30:41 main:574] : INFO : Epoch 1721 | loss: 0.0310992 | val_loss: 0.0311252 | Time: 7468.44 ms [2022-02-23 22:30:48 main:574] : INFO : Epoch 1722 | loss: 0.0310981 | val_loss: 0.0311285 | Time: 7322.63 ms [2022-02-23 22:30:56 main:574] : INFO : Epoch 1723 | loss: 0.0311028 | val_loss: 0.0311234 | Time: 7301.95 ms [2022-02-23 22:31:03 main:574] : INFO : Epoch 1724 | loss: 0.0310977 | val_loss: 0.0311287 | Time: 7293.96 ms [2022-02-23 22:31:11 main:574] : INFO : Epoch 1725 | loss: 0.0310992 | val_loss: 0.0311277 | Time: 8099.97 ms [2022-02-23 22:31:19 main:574] : INFO : Epoch 1726 | loss: 0.0310995 | val_loss: 0.0311216 | Time: 7938.67 ms [2022-02-23 22:31:27 main:574] : INFO : Epoch 1727 | loss: 0.0310979 | val_loss: 0.031127 | Time: 7720.75 ms [2022-02-23 22:31:34 main:574] : INFO : Epoch 1728 | loss: 0.0310973 | val_loss: 0.031122 | Time: 7397.1 ms [2022-02-23 22:31:42 main:574] : INFO : Epoch 1729 | loss: 0.0310962 | val_loss: 0.0311231 | Time: 7478.58 ms [2022-02-23 22:31:49 main:574] : INFO : Epoch 1730 | loss: 0.0310972 | val_loss: 0.0311254 | Time: 7271.29 ms [2022-02-23 22:31:56 main:574] : INFO : Epoch 1731 | loss: 0.0311006 | val_loss: 0.0311231 | Time: 7374.7 ms [2022-02-23 22:32:04 main:574] : INFO : Epoch 1732 | loss: 0.031099 | val_loss: 0.0311218 | Time: 7547.33 ms [2022-02-23 22:32:11 main:574] : INFO : Epoch 1733 | loss: 0.0310978 | val_loss: 0.0311352 | Time: 7358.76 ms [2022-02-23 22:32:19 main:574] : INFO : Epoch 1734 | loss: 0.0311008 | val_loss: 0.0311248 | Time: 7262.52 ms [2022-02-23 22:32:26 main:574] : INFO : Epoch 1735 | loss: 0.031103 | val_loss: 0.031125 | Time: 7621.91 ms [2022-02-23 22:32:34 main:574] : INFO : Epoch 1736 | loss: 0.0310996 | val_loss: 0.0311279 | Time: 7399.26 ms [2022-02-23 22:32:41 main:574] : INFO : Epoch 1737 | loss: 0.0311013 | val_loss: 0.0311281 | Time: 7419.31 ms [2022-02-23 22:32:48 main:574] : INFO : Epoch 1738 | loss: 0.031101 | val_loss: 0.0311305 | Time: 7378.35 ms [2022-02-23 22:32:56 main:574] : INFO : Epoch 1739 | loss: 0.0311002 | val_loss: 0.0311239 | Time: 7402.16 ms [2022-02-23 22:33:04 main:574] : INFO : Epoch 1740 | loss: 0.0310996 | val_loss: 0.0311285 | Time: 7614.81 ms [2022-02-23 22:33:11 main:574] : INFO : Epoch 1741 | loss: 0.0311014 | val_loss: 0.0311251 | Time: 7681.89 ms [2022-02-23 22:33:19 main:574] : INFO : Epoch 1742 | loss: 0.031102 | val_loss: 0.0311256 | Time: 7506.65 ms [2022-02-23 22:33:26 main:574] : INFO : Epoch 1743 | loss: 0.0311044 | val_loss: 0.0311324 | Time: 7420.13 ms [2022-02-23 22:33:34 main:574] : INFO : Epoch 1744 | loss: 0.0311073 | val_loss: 0.0311273 | Time: 7564.46 ms [2022-02-23 22:33:41 main:574] : INFO : Epoch 1745 | loss: 0.0311076 | val_loss: 0.0311244 | Time: 7488.73 ms [2022-02-23 22:33:49 main:574] : INFO : Epoch 1746 | loss: 0.0311052 | val_loss: 0.0311318 | Time: 7379.82 ms [2022-02-23 22:33:56 main:574] : INFO : Epoch 1747 | loss: 0.0311048 | val_loss: 0.0311213 | Time: 7321.27 ms [2022-02-23 22:34:04 main:574] : INFO : Epoch 1748 | loss: 0.0311039 | val_loss: 0.0311304 | Time: 7585.73 ms [2022-02-23 22:34:11 main:574] : INFO : Epoch 1749 | loss: 0.0311018 | val_loss: 0.031125 | Time: 7350.9 ms [2022-02-23 22:34:18 main:574] : INFO : Epoch 1750 | loss: 0.0311021 | val_loss: 0.0311298 | Time: 7328.41 ms [2022-02-23 22:34:26 main:574] : INFO : Epoch 1751 | loss: 0.0311053 | val_loss: 0.0311287 | Time: 7667.21 ms [2022-02-23 22:34:34 main:574] : INFO : Epoch 1752 | loss: 0.0311018 | val_loss: 0.0311254 | Time: 7549.38 ms [2022-02-23 22:34:41 main:574] : INFO : Epoch 1753 | loss: 0.0311026 | val_loss: 0.0311249 | Time: 7422.65 ms [2022-02-23 22:34:48 main:574] : INFO : Epoch 1754 | loss: 0.0311008 | val_loss: 0.031127 | Time: 7389.41 ms [2022-02-23 22:34:56 main:574] : INFO : Epoch 1755 | loss: 0.0310998 | val_loss: 0.0311254 | Time: 7402.75 ms [2022-02-23 22:35:03 main:574] : INFO : Epoch 1756 | loss: 0.0311021 | val_loss: 0.0311314 | Time: 7664.23 ms [2022-02-23 22:35:11 main:574] : INFO : Epoch 1757 | loss: 0.0311058 | val_loss: 0.0311308 | Time: 7467.43 ms [2022-02-23 22:35:18 main:574] : INFO : Epoch 1758 | loss: 0.0311039 | val_loss: 0.0311288 | Time: 7457.86 ms [2022-02-23 22:35:26 main:574] : INFO : Epoch 1759 | loss: 0.031101 | val_loss: 0.0311276 | Time: 7448.39 ms [2022-02-23 22:35:33 main:574] : INFO : Epoch 1760 | loss: 0.0311007 | val_loss: 0.0311268 | Time: 7356.15 ms [2022-02-23 22:35:41 main:574] : INFO : Epoch 1761 | loss: 0.0311012 | val_loss: 0.0311278 | Time: 7392.23 ms [2022-02-23 22:35:48 main:574] : INFO : Epoch 1762 | loss: 0.031103 | val_loss: 0.0311266 | Time: 7514.01 ms [2022-02-23 22:35:55 main:574] : INFO : Epoch 1763 | loss: 0.031101 | val_loss: 0.031126 | Time: 7244.44 ms [2022-02-23 22:36:03 main:574] : INFO : Epoch 1764 | loss: 0.0310999 | val_loss: 0.0311278 | Time: 7323.14 ms [2022-02-23 22:36:10 main:574] : INFO : Epoch 1765 | loss: 0.0310989 | val_loss: 0.0311285 | Time: 7416.65 ms [2022-02-23 22:36:18 main:574] : INFO : Epoch 1766 | loss: 0.0310973 | val_loss: 0.0311307 | Time: 7387.3 ms [2022-02-23 22:36:25 main:574] : INFO : Epoch 1767 | loss: 0.0310975 | val_loss: 0.0311327 | Time: 7457.31 ms [2022-02-23 22:36:33 main:574] : INFO : Epoch 1768 | loss: 0.0310969 | val_loss: 0.0311301 | Time: 7623.89 ms [2022-02-23 22:36:40 main:574] : INFO : Epoch 1769 | loss: 0.0311009 | val_loss: 0.0311289 | Time: 7381.33 ms [2022-02-23 22:36:47 main:574] : INFO : Epoch 1770 | loss: 0.0311037 | val_loss: 0.0311305 | Time: 7367.8 ms [2022-02-23 22:36:55 main:574] : INFO : Epoch 1771 | loss: 0.0311067 | val_loss: 0.0311305 | Time: 7360.1 ms [2022-02-23 22:37:02 main:574] : INFO : Epoch 1772 | loss: 0.0311081 | val_loss: 0.031129 | Time: 7542.62 ms [2022-02-23 22:37:10 main:574] : INFO : Epoch 1773 | loss: 0.0311103 | val_loss: 0.0311257 | Time: 7696.82 ms [2022-02-23 22:37:17 main:574] : INFO : Epoch 1774 | loss: 0.0311081 | val_loss: 0.0311286 | Time: 7294.28 ms [2022-02-23 22:37:25 main:574] : INFO : Epoch 1775 | loss: 0.0311064 | val_loss: 0.0311226 | Time: 7456.71 ms [2022-02-23 22:37:32 main:574] : INFO : Epoch 1776 | loss: 0.0311054 | val_loss: 0.0311239 | Time: 7286.03 ms [2022-02-23 22:37:40 main:574] : INFO : Epoch 1777 | loss: 0.0311064 | val_loss: 0.0311231 | Time: 7366.72 ms [2022-02-23 22:37:47 main:574] : INFO : Epoch 1778 | loss: 0.0311062 | val_loss: 0.0311286 | Time: 7925.16 ms [2022-02-23 22:37:55 main:574] : INFO : Epoch 1779 | loss: 0.0311012 | val_loss: 0.0311258 | Time: 7509.87 ms [2022-02-23 22:38:02 main:574] : INFO : Epoch 1780 | loss: 0.0311006 | val_loss: 0.0311229 | Time: 7477.07 ms [2022-02-23 22:38:10 main:574] : INFO : Epoch 1781 | loss: 0.0311009 | val_loss: 0.0311235 | Time: 7539.74 ms [2022-02-23 22:38:17 main:574] : INFO : Epoch 1782 | loss: 0.0311038 | val_loss: 0.0311233 | Time: 7378.46 ms [2022-02-23 22:38:25 main:574] : INFO : Epoch 1783 | loss: 0.0311069 | val_loss: 0.0311253 | Time: 7469.79 ms [2022-02-23 22:38:33 main:574] : INFO : Epoch 1784 | loss: 0.0311071 | val_loss: 0.0311284 | Time: 7674.66 ms [2022-02-23 22:38:40 main:574] : INFO : Epoch 1785 | loss: 0.0311037 | val_loss: 0.0311223 | Time: 7322.39 ms [2022-02-23 22:38:47 main:574] : INFO : Epoch 1786 | loss: 0.0311004 | val_loss: 0.0311213 | Time: 7384.01 ms [2022-02-23 22:38:55 main:574] : INFO : Epoch 1787 | loss: 0.0310999 | val_loss: 0.0311209 | Time: 7499.45 ms [2022-02-23 22:39:02 main:574] : INFO : Epoch 1788 | loss: 0.0310995 | val_loss: 0.0311246 | Time: 7295.08 ms [2022-02-23 22:39:10 main:574] : INFO : Epoch 1789 | loss: 0.0311003 | val_loss: 0.0311353 | Time: 7538.16 ms [2022-02-23 22:39:17 main:574] : INFO : Epoch 1790 | loss: 0.0311015 | val_loss: 0.0311271 | Time: 7333.35 ms [2022-02-23 22:39:25 main:574] : INFO : Epoch 1791 | loss: 0.0311008 | val_loss: 0.0311236 | Time: 7460.64 ms [2022-02-23 22:39:32 main:574] : INFO : Epoch 1792 | loss: 0.0310993 | val_loss: 0.0311247 | Time: 7465.96 ms [2022-02-23 22:39:39 main:574] : INFO : Epoch 1793 | loss: 0.0311009 | val_loss: 0.0311236 | Time: 7273.37 ms [2022-02-23 22:39:47 main:574] : INFO : Epoch 1794 | loss: 0.0310996 | val_loss: 0.0311258 | Time: 7460.32 ms [2022-02-23 22:39:54 main:574] : INFO : Epoch 1795 | loss: 0.0310986 | val_loss: 0.0311258 | Time: 7666.94 ms [2022-02-23 22:40:02 main:574] : INFO : Epoch 1796 | loss: 0.0311014 | val_loss: 0.0311245 | Time: 7459.46 ms [2022-02-23 22:40:09 main:574] : INFO : Epoch 1797 | loss: 0.0310988 | val_loss: 0.0311185 | Time: 7538.99 ms [2022-02-23 22:40:17 main:574] : INFO : Epoch 1798 | loss: 0.031099 | val_loss: 0.0311206 | Time: 7501.75 ms [2022-02-23 22:40:25 main:574] : INFO : Epoch 1799 | loss: 0.0311021 | val_loss: 0.031124 | Time: 7601.23 ms [2022-02-23 22:40:32 main:574] : INFO : Epoch 1800 | loss: 0.031099 | val_loss: 0.03112 | Time: 7460.09 ms [2022-02-23 22:40:39 main:574] : INFO : Epoch 1801 | loss: 0.0310972 | val_loss: 0.0311286 | Time: 7332.1 ms [2022-02-23 22:40:47 main:574] : INFO : Epoch 1802 | loss: 0.0311001 | val_loss: 0.0311247 | Time: 7567.81 ms [2022-02-23 22:40:54 main:574] : INFO : Epoch 1803 | loss: 0.0311004 | val_loss: 0.0311222 | Time: 7316.47 ms [2022-02-23 22:41:02 main:574] : INFO : Epoch 1804 | loss: 0.0310995 | val_loss: 0.0311247 | Time: 7502.3 ms [2022-02-23 22:41:11 main:574] : INFO : Epoch 1805 | loss: 0.0310984 | val_loss: 0.0311283 | Time: 9627.83 ms [2022-02-23 22:41:19 main:574] : INFO : Epoch 1806 | loss: 0.0310999 | val_loss: 0.0311239 | Time: 7513.58 ms [2022-02-23 22:41:27 main:574] : INFO : Epoch 1807 | loss: 0.0311021 | val_loss: 0.0311262 | Time: 7785.46 ms [2022-02-23 22:41:34 main:574] : INFO : Epoch 1808 | loss: 0.0311051 | val_loss: 0.0311284 | Time: 7379.14 ms [2022-02-23 22:41:42 main:574] : INFO : Epoch 1809 | loss: 0.0311033 | val_loss: 0.0311357 | Time: 7321.9 ms [2022-02-23 22:41:49 main:574] : INFO : Epoch 1810 | loss: 0.0311037 | val_loss: 0.0311216 | Time: 7508.05 ms [2022-02-23 22:41:56 main:574] : INFO : Epoch 1811 | loss: 0.0311046 | val_loss: 0.0311265 | Time: 7399.96 ms [2022-02-23 22:42:04 main:574] : INFO : Epoch 1812 | loss: 0.031103 | val_loss: 0.0311205 | Time: 7500.03 ms [2022-02-23 22:42:11 main:574] : INFO : Epoch 1813 | loss: 0.0311011 | val_loss: 0.0311222 | Time: 7455.14 ms [2022-02-23 22:42:19 main:574] : INFO : Epoch 1814 | loss: 0.0310991 | val_loss: 0.0311198 | Time: 7527.21 ms [2022-02-23 22:42:26 main:574] : INFO : Epoch 1815 | loss: 0.0311022 | val_loss: 0.0311202 | Time: 7347.4 ms [2022-02-23 22:42:34 main:574] : INFO : Epoch 1816 | loss: 0.031101 | val_loss: 0.0311233 | Time: 7312.77 ms [2022-02-23 22:42:41 main:574] : INFO : Epoch 1817 | loss: 0.0311076 | val_loss: 0.0311354 | Time: 7640.74 ms [2022-02-23 22:42:49 main:574] : INFO : Epoch 1818 | loss: 0.0311105 | val_loss: 0.0311354 | Time: 7545.08 ms [2022-02-23 22:42:56 main:574] : INFO : Epoch 1819 | loss: 0.0311052 | val_loss: 0.0311319 | Time: 7285.78 ms [2022-02-23 22:43:04 main:574] : INFO : Epoch 1820 | loss: 0.0311086 | val_loss: 0.0311296 | Time: 7682.55 ms [2022-02-23 22:43:11 main:574] : INFO : Epoch 1821 | loss: 0.0311068 | val_loss: 0.0311307 | Time: 7523.2 ms [2022-02-23 22:43:19 main:574] : INFO : Epoch 1822 | loss: 0.0311041 | val_loss: 0.0311275 | Time: 7260 ms [2022-02-23 22:43:26 main:574] : INFO : Epoch 1823 | loss: 0.0311023 | val_loss: 0.0311247 | Time: 7471.85 ms [2022-02-23 22:43:34 main:574] : INFO : Epoch 1824 | loss: 0.0311019 | val_loss: 0.0311291 | Time: 7481.05 ms [2022-02-23 22:43:41 main:574] : INFO : Epoch 1825 | loss: 0.0311037 | val_loss: 0.0311275 | Time: 7354.26 ms [2022-02-23 22:43:48 main:574] : INFO : Epoch 1826 | loss: 0.0311013 | val_loss: 0.0311193 | Time: 7335.31 ms [2022-02-23 22:43:56 main:574] : INFO : Epoch 1827 | loss: 0.0311052 | val_loss: 0.0311187 | Time: 7397.15 ms [2022-02-23 22:44:03 main:574] : INFO : Epoch 1828 | loss: 0.0311037 | val_loss: 0.0311246 | Time: 7462.67 ms [2022-02-23 22:44:11 main:574] : INFO : Epoch 1829 | loss: 0.0311014 | val_loss: 0.0311263 | Time: 7396.25 ms [2022-02-23 22:44:18 main:574] : INFO : Epoch 1830 | loss: 0.0311032 | val_loss: 0.0311295 | Time: 7396.59 ms [2022-02-23 22:44:25 main:574] : INFO : Epoch 1831 | loss: 0.031104 | val_loss: 0.0311283 | Time: 7402.92 ms [2022-02-23 22:44:33 main:574] : INFO : Epoch 1832 | loss: 0.0311033 | val_loss: 0.0311278 | Time: 7325.32 ms [2022-02-23 22:44:40 main:574] : INFO : Epoch 1833 | loss: 0.0311015 | val_loss: 0.0311302 | Time: 7607.51 ms [2022-02-23 22:44:48 main:574] : INFO : Epoch 1834 | loss: 0.0310986 | val_loss: 0.0311317 | Time: 7452.13 ms [2022-02-23 22:44:55 main:574] : INFO : Epoch 1835 | loss: 0.0310999 | val_loss: 0.03113 | Time: 7362.37 ms [2022-02-23 22:45:03 main:574] : INFO : Epoch 1836 | loss: 0.0310967 | val_loss: 0.0311393 | Time: 7519.91 ms [2022-02-23 22:45:10 main:574] : INFO : Epoch 1837 | loss: 0.0310985 | val_loss: 0.0311392 | Time: 7351.08 ms [2022-02-23 22:45:18 main:574] : INFO : Epoch 1838 | loss: 0.0310992 | val_loss: 0.0311292 | Time: 7468.92 ms [2022-02-23 22:45:25 main:574] : INFO : Epoch 1839 | loss: 0.0310976 | val_loss: 0.0311227 | Time: 7209.54 ms [2022-02-23 22:45:32 main:574] : INFO : Epoch 1840 | loss: 0.0310975 | val_loss: 0.0311228 | Time: 7394.98 ms [2022-02-23 22:45:40 main:574] : INFO : Epoch 1841 | loss: 0.0311061 | val_loss: 0.0311243 | Time: 7549.65 ms [2022-02-23 22:45:47 main:574] : INFO : Epoch 1842 | loss: 0.0311156 | val_loss: 0.0311405 | Time: 7329.31 ms [2022-02-23 22:45:55 main:574] : INFO : Epoch 1843 | loss: 0.0311174 | val_loss: 0.0311297 | Time: 7500.44 ms [2022-02-23 22:46:02 main:574] : INFO : Epoch 1844 | loss: 0.0311134 | val_loss: 0.0311316 | Time: 7353.49 ms [2022-02-23 22:46:10 main:574] : INFO : Epoch 1845 | loss: 0.0311074 | val_loss: 0.0311248 | Time: 7701.14 ms [2022-02-23 22:46:17 main:574] : INFO : Epoch 1846 | loss: 0.0311024 | val_loss: 0.0311231 | Time: 7287.61 ms [2022-02-23 22:46:25 main:574] : INFO : Epoch 1847 | loss: 0.0311049 | val_loss: 0.0311272 | Time: 7825.67 ms [2022-02-23 22:46:33 main:574] : INFO : Epoch 1848 | loss: 0.0311033 | val_loss: 0.031126 | Time: 8153.1 ms [2022-02-23 22:46:41 main:574] : INFO : Epoch 1849 | loss: 0.0311031 | val_loss: 0.0311264 | Time: 7496.24 ms [2022-02-23 22:46:48 main:574] : INFO : Epoch 1850 | loss: 0.0311014 | val_loss: 0.0311392 | Time: 7249.28 ms [2022-02-23 22:46:55 main:574] : INFO : Epoch 1851 | loss: 0.0311077 | val_loss: 0.0311335 | Time: 7372.79 ms [2022-02-23 22:47:03 main:574] : INFO : Epoch 1852 | loss: 0.0310981 | val_loss: 0.0311315 | Time: 7398.28 ms [2022-02-23 22:47:10 main:574] : INFO : Epoch 1853 | loss: 0.0310973 | val_loss: 0.031123 | Time: 7553.66 ms [2022-02-23 22:47:18 main:574] : INFO : Epoch 1854 | loss: 0.0310972 | val_loss: 0.0311232 | Time: 7434.1 ms [2022-02-23 22:47:25 main:574] : INFO : Epoch 1855 | loss: 0.0310961 | val_loss: 0.0311236 | Time: 7370.71 ms [2022-02-23 22:47:32 main:574] : INFO : Epoch 1856 | loss: 0.0310953 | val_loss: 0.0311254 | Time: 7269.26 ms [2022-02-23 22:47:40 main:574] : INFO : Epoch 1857 | loss: 0.0310951 | val_loss: 0.0311271 | Time: 7408.82 ms [2022-02-23 22:47:47 main:574] : INFO : Epoch 1858 | loss: 0.0311003 | val_loss: 0.0311285 | Time: 7517.88 ms [2022-02-23 22:47:55 main:574] : INFO : Epoch 1859 | loss: 0.0310971 | val_loss: 0.0311367 | Time: 7415.51 ms [2022-02-23 22:48:02 main:574] : INFO : Epoch 1860 | loss: 0.0310973 | val_loss: 0.0311278 | Time: 7351.78 ms [2022-02-23 22:48:10 main:574] : INFO : Epoch 1861 | loss: 0.0310949 | val_loss: 0.0311245 | Time: 7632.79 ms [2022-02-23 22:48:17 main:574] : INFO : Epoch 1862 | loss: 0.0310944 | val_loss: 0.0311233 | Time: 7388.55 ms [2022-02-23 22:48:25 main:574] : INFO : Epoch 1863 | loss: 0.0310991 | val_loss: 0.0311221 | Time: 7604.06 ms [2022-02-23 22:48:32 main:574] : INFO : Epoch 1864 | loss: 0.0310953 | val_loss: 0.0311233 | Time: 7577.66 ms [2022-02-23 22:48:40 main:574] : INFO : Epoch 1865 | loss: 0.0310959 | val_loss: 0.0311233 | Time: 7348.19 ms [2022-02-23 22:48:47 main:574] : INFO : Epoch 1866 | loss: 0.0310959 | val_loss: 0.0311271 | Time: 7348.57 ms [2022-02-23 22:48:55 main:574] : INFO : Epoch 1867 | loss: 0.0310996 | val_loss: 0.031129 | Time: 7539.25 ms [2022-02-23 22:49:02 main:574] : INFO : Epoch 1868 | loss: 0.0310969 | val_loss: 0.0311254 | Time: 7455.28 ms [2022-02-23 22:49:10 main:574] : INFO : Epoch 1869 | loss: 0.0310973 | val_loss: 0.0311251 | Time: 7575.35 ms [2022-02-23 22:49:17 main:574] : INFO : Epoch 1870 | loss: 0.0311046 | val_loss: 0.0311336 | Time: 7409.94 ms [2022-02-23 22:49:25 main:574] : INFO : Epoch 1871 | loss: 0.0311038 | val_loss: 0.0311255 | Time: 8034.11 ms [2022-02-23 22:49:33 main:574] : INFO : Epoch 1872 | loss: 0.0310984 | val_loss: 0.0311215 | Time: 7708.48 ms [2022-02-23 22:49:40 main:574] : INFO : Epoch 1873 | loss: 0.0310999 | val_loss: 0.0311263 | Time: 7493.86 ms [2022-02-23 22:49:48 main:574] : INFO : Epoch 1874 | loss: 0.0311048 | val_loss: 0.0311177 | Time: 7356.31 ms [2022-02-23 22:49:55 main:574] : INFO : Epoch 1875 | loss: 0.0310982 | val_loss: 0.0311217 | Time: 7230.34 ms [2022-02-23 22:50:02 main:574] : INFO : Epoch 1876 | loss: 0.0310988 | val_loss: 0.0311202 | Time: 7277.75 ms [2022-02-23 22:50:10 main:574] : INFO : Epoch 1877 | loss: 0.031095 | val_loss: 0.0311284 | Time: 7509.88 ms [2022-02-23 22:50:17 main:574] : INFO : Epoch 1878 | loss: 0.0310971 | val_loss: 0.0311228 | Time: 7374.48 ms [2022-02-23 22:50:25 main:574] : INFO : Epoch 1879 | loss: 0.0310952 | val_loss: 0.0311371 | Time: 7520.76 ms [2022-02-23 22:50:32 main:574] : INFO : Epoch 1880 | loss: 0.0311071 | val_loss: 0.0311305 | Time: 7341.53 ms [2022-02-23 22:50:40 main:574] : INFO : Epoch 1881 | loss: 0.0311059 | val_loss: 0.0311293 | Time: 7555.95 ms [2022-02-23 22:50:47 main:574] : INFO : Epoch 1882 | loss: 0.0311032 | val_loss: 0.031131 | Time: 7537.59 ms [2022-02-23 22:50:54 main:574] : INFO : Epoch 1883 | loss: 0.0311009 | val_loss: 0.0311219 | Time: 7254.98 ms [2022-02-23 22:51:02 main:574] : INFO : Epoch 1884 | loss: 0.0310992 | val_loss: 0.0311246 | Time: 7346.05 ms [2022-02-23 22:51:09 main:574] : INFO : Epoch 1885 | loss: 0.0311021 | val_loss: 0.0311209 | Time: 7436.62 ms [2022-02-23 22:51:17 main:574] : INFO : Epoch 1886 | loss: 0.0310994 | val_loss: 0.0311246 | Time: 7534.26 ms [2022-02-23 22:51:24 main:574] : INFO : Epoch 1887 | loss: 0.0311003 | val_loss: 0.0311253 | Time: 7452.42 ms [2022-02-23 22:51:32 main:574] : INFO : Epoch 1888 | loss: 0.0311015 | val_loss: 0.0311219 | Time: 7343.59 ms [2022-02-23 22:51:39 main:574] : INFO : Epoch 1889 | loss: 0.0311042 | val_loss: 0.0311239 | Time: 7395.2 ms [2022-02-23 22:51:46 main:574] : INFO : Epoch 1890 | loss: 0.0311024 | val_loss: 0.031129 | Time: 7458.34 ms [2022-02-23 22:51:54 main:574] : INFO : Epoch 1891 | loss: 0.0311008 | val_loss: 0.0311238 | Time: 7591.29 ms [2022-02-23 22:52:01 main:574] : INFO : Epoch 1892 | loss: 0.0311036 | val_loss: 0.0311237 | Time: 7374.12 ms [2022-02-23 22:52:09 main:574] : INFO : Epoch 1893 | loss: 0.0311029 | val_loss: 0.0311186 | Time: 7433.46 ms [2022-02-23 22:52:16 main:574] : INFO : Epoch 1894 | loss: 0.0311015 | val_loss: 0.0311182 | Time: 7474.94 ms [2022-02-23 22:52:24 main:574] : INFO : Epoch 1895 | loss: 0.0311044 | val_loss: 0.0311196 | Time: 7332.37 ms [2022-02-23 22:52:31 main:574] : INFO : Epoch 1896 | loss: 0.0311077 | val_loss: 0.0311225 | Time: 7374.93 ms [2022-02-23 22:52:38 main:574] : INFO : Epoch 1897 | loss: 0.031103 | val_loss: 0.0311256 | Time: 7294.66 ms [2022-02-23 22:52:46 main:574] : INFO : Epoch 1898 | loss: 0.0311039 | val_loss: 0.0311236 | Time: 7537.34 ms [2022-02-23 22:52:53 main:574] : INFO : Epoch 1899 | loss: 0.0311021 | val_loss: 0.0311217 | Time: 7384.45 ms [2022-02-23 22:53:01 main:574] : INFO : Epoch 1900 | loss: 0.0311008 | val_loss: 0.0311184 | Time: 7427.67 ms [2022-02-23 22:53:09 main:574] : INFO : Epoch 1901 | loss: 0.0310985 | val_loss: 0.0311205 | Time: 7718.31 ms [2022-02-23 22:53:16 main:574] : INFO : Epoch 1902 | loss: 0.0311036 | val_loss: 0.0311361 | Time: 7458.86 ms [2022-02-23 22:53:23 main:574] : INFO : Epoch 1903 | loss: 0.0311125 | val_loss: 0.0311357 | Time: 7344.44 ms [2022-02-23 22:53:31 main:574] : INFO : Epoch 1904 | loss: 0.0311075 | val_loss: 0.0311276 | Time: 7461.13 ms [2022-02-23 22:53:38 main:574] : INFO : Epoch 1905 | loss: 0.0311042 | val_loss: 0.0311232 | Time: 7455.5 ms [2022-02-23 22:53:46 main:574] : INFO : Epoch 1906 | loss: 0.0311056 | val_loss: 0.0311346 | Time: 7457.7 ms [2022-02-23 22:53:53 main:574] : INFO : Epoch 1907 | loss: 0.0311032 | val_loss: 0.0311222 | Time: 7582.3 ms [2022-02-23 22:54:01 main:574] : INFO : Epoch 1908 | loss: 0.0311012 | val_loss: 0.0311238 | Time: 7581.6 ms [2022-02-23 22:54:08 main:574] : INFO : Epoch 1909 | loss: 0.0310996 | val_loss: 0.0311217 | Time: 7437.12 ms [2022-02-23 22:54:16 main:574] : INFO : Epoch 1910 | loss: 0.0310993 | val_loss: 0.031123 | Time: 7384.04 ms [2022-02-23 22:54:23 main:574] : INFO : Epoch 1911 | loss: 0.0311007 | val_loss: 0.0311224 | Time: 7415.58 ms [2022-02-23 22:54:31 main:574] : INFO : Epoch 1912 | loss: 0.0310985 | val_loss: 0.0311212 | Time: 7364.76 ms [2022-02-23 22:54:38 main:574] : INFO : Epoch 1913 | loss: 0.0311033 | val_loss: 0.0311243 | Time: 7405.83 ms [2022-02-23 22:54:46 main:574] : INFO : Epoch 1914 | loss: 0.0311074 | val_loss: 0.0311268 | Time: 7592.67 ms [2022-02-23 22:54:53 main:574] : INFO : Epoch 1915 | loss: 0.0311044 | val_loss: 0.0311224 | Time: 7355.11 ms [2022-02-23 22:55:01 main:574] : INFO : Epoch 1916 | loss: 0.031103 | val_loss: 0.0311217 | Time: 7474.28 ms [2022-02-23 22:55:08 main:574] : INFO : Epoch 1917 | loss: 0.0311054 | val_loss: 0.0311278 | Time: 7415.71 ms [2022-02-23 22:55:15 main:574] : INFO : Epoch 1918 | loss: 0.0311059 | val_loss: 0.0311287 | Time: 7341.97 ms [2022-02-23 22:55:23 main:574] : INFO : Epoch 1919 | loss: 0.0311032 | val_loss: 0.0311278 | Time: 7452.15 ms [2022-02-23 22:55:30 main:574] : INFO : Epoch 1920 | loss: 0.031104 | val_loss: 0.0311275 | Time: 7447.36 ms [2022-02-23 22:55:38 main:574] : INFO : Epoch 1921 | loss: 0.0311029 | val_loss: 0.0311234 | Time: 7285.2 ms [2022-02-23 22:55:45 main:574] : INFO : Epoch 1922 | loss: 0.031102 | val_loss: 0.0311195 | Time: 7405.99 ms [2022-02-23 22:55:52 main:574] : INFO : Epoch 1923 | loss: 0.0310994 | val_loss: 0.0311234 | Time: 7428.21 ms [2022-02-23 22:56:00 main:574] : INFO : Epoch 1924 | loss: 0.0311004 | val_loss: 0.0311238 | Time: 7322.14 ms [2022-02-23 22:56:07 main:574] : INFO : Epoch 1925 | loss: 0.0311016 | val_loss: 0.03112 | Time: 7438.97 ms [2022-02-23 22:56:15 main:574] : INFO : Epoch 1926 | loss: 0.0311013 | val_loss: 0.0311248 | Time: 7378.49 ms [2022-02-23 22:56:22 main:574] : INFO : Epoch 1927 | loss: 0.0311036 | val_loss: 0.0311251 | Time: 7534.18 ms [2022-02-23 22:56:30 main:574] : INFO : Epoch 1928 | loss: 0.0311045 | val_loss: 0.0311283 | Time: 7742.81 ms [2022-02-23 22:56:37 main:574] : INFO : Epoch 1929 | loss: 0.0311053 | val_loss: 0.0311238 | Time: 7421.21 ms [2022-02-23 22:56:45 main:574] : INFO : Epoch 1930 | loss: 0.0311031 | val_loss: 0.0311261 | Time: 7473.26 ms [2022-02-23 22:56:52 main:574] : INFO : Epoch 1931 | loss: 0.0311057 | val_loss: 0.0311227 | Time: 7319.55 ms [2022-02-23 22:57:00 main:574] : INFO : Epoch 1932 | loss: 0.0311068 | val_loss: 0.0311286 | Time: 7640.11 ms [2022-02-23 22:57:07 main:574] : INFO : Epoch 1933 | loss: 0.0311034 | val_loss: 0.0311255 | Time: 7424.6 ms [2022-02-23 22:57:15 main:574] : INFO : Epoch 1934 | loss: 0.0311009 | val_loss: 0.0311268 | Time: 7427.38 ms [2022-02-23 22:57:22 main:574] : INFO : Epoch 1935 | loss: 0.0310997 | val_loss: 0.0311254 | Time: 7439.54 ms [2022-02-23 22:57:30 main:574] : INFO : Epoch 1936 | loss: 0.0310946 | val_loss: 0.0311206 | Time: 7409.32 ms [2022-02-23 22:57:38 main:574] : INFO : Epoch 1937 | loss: 0.031095 | val_loss: 0.031118 | Time: 8122.22 ms [2022-02-23 22:57:45 main:574] : INFO : Epoch 1938 | loss: 0.0310975 | val_loss: 0.0311234 | Time: 7828.94 ms [2022-02-23 22:57:53 main:574] : INFO : Epoch 1939 | loss: 0.0310968 | val_loss: 0.0311245 | Time: 7346.11 ms [2022-02-23 22:58:00 main:574] : INFO : Epoch 1940 | loss: 0.031097 | val_loss: 0.0311225 | Time: 7331.1 ms [2022-02-23 22:58:08 main:574] : INFO : Epoch 1941 | loss: 0.0310961 | val_loss: 0.0311292 | Time: 7608.56 ms [2022-02-23 22:58:15 main:574] : INFO : Epoch 1942 | loss: 0.0310981 | val_loss: 0.031123 | Time: 7436.96 ms [2022-02-23 22:58:23 main:574] : INFO : Epoch 1943 | loss: 0.0310998 | val_loss: 0.0311242 | Time: 7371.76 ms [2022-02-23 22:58:30 main:574] : INFO : Epoch 1944 | loss: 0.0310969 | val_loss: 0.0311245 | Time: 7290.14 ms [2022-02-23 22:58:38 main:574] : INFO : Epoch 1945 | loss: 0.0310984 | val_loss: 0.0311252 | Time: 7531.67 ms [2022-02-23 22:58:45 main:574] : INFO : Epoch 1946 | loss: 0.0310973 | val_loss: 0.0311264 | Time: 7323.97 ms [2022-02-23 22:58:52 main:574] : INFO : Epoch 1947 | loss: 0.0310976 | val_loss: 0.0311293 | Time: 7260.03 ms [2022-02-23 22:59:00 main:574] : INFO : Epoch 1948 | loss: 0.0311024 | val_loss: 0.0311299 | Time: 7403.64 ms [2022-02-23 22:59:07 main:574] : INFO : Epoch 1949 | loss: 0.0310996 | val_loss: 0.0311239 | Time: 7659.3 ms [2022-02-23 22:59:15 main:574] : INFO : Epoch 1950 | loss: 0.0310965 | val_loss: 0.0311233 | Time: 7394.82 ms [2022-02-23 22:59:22 main:574] : INFO : Epoch 1951 | loss: 0.0310977 | val_loss: 0.0311223 | Time: 7404.69 ms [2022-02-23 22:59:29 main:574] : INFO : Epoch 1952 | loss: 0.0310998 | val_loss: 0.0311218 | Time: 7264.94 ms [2022-02-23 22:59:37 main:574] : INFO : Epoch 1953 | loss: 0.0311053 | val_loss: 0.0311159 | Time: 7407.59 ms [2022-02-23 22:59:44 main:574] : INFO : Epoch 1954 | loss: 0.0311002 | val_loss: 0.0311158 | Time: 7424.97 ms [2022-02-23 22:59:52 main:574] : INFO : Epoch 1955 | loss: 0.0310977 | val_loss: 0.0311192 | Time: 7520.99 ms [2022-02-23 22:59:59 main:574] : INFO : Epoch 1956 | loss: 0.0310997 | val_loss: 0.0311212 | Time: 7372.04 ms [2022-02-23 23:00:07 main:574] : INFO : Epoch 1957 | loss: 0.0310989 | val_loss: 0.0311249 | Time: 7757.17 ms [2022-02-23 23:00:14 main:574] : INFO : Epoch 1958 | loss: 0.0310983 | val_loss: 0.0311204 | Time: 7487.18 ms [2022-02-23 23:00:22 main:574] : INFO : Epoch 1959 | loss: 0.0310961 | val_loss: 0.0311225 | Time: 7343.68 ms [2022-02-23 23:00:29 main:574] : INFO : Epoch 1960 | loss: 0.0310972 | val_loss: 0.0311233 | Time: 7316.51 ms [2022-02-23 23:00:36 main:574] : INFO : Epoch 1961 | loss: 0.0310991 | val_loss: 0.0311235 | Time: 7455.62 ms [2022-02-23 23:00:44 main:574] : INFO : Epoch 1962 | loss: 0.0310976 | val_loss: 0.0311172 | Time: 7442.97 ms [2022-02-23 23:00:51 main:574] : INFO : Epoch 1963 | loss: 0.0310948 | val_loss: 0.0311206 | Time: 7531.35 ms [2022-02-23 23:00:59 main:574] : INFO : Epoch 1964 | loss: 0.0310948 | val_loss: 0.031118 | Time: 7380.85 ms [2022-02-23 23:01:06 main:574] : INFO : Epoch 1965 | loss: 0.0310964 | val_loss: 0.0311219 | Time: 7411.28 ms [2022-02-23 23:01:14 main:574] : INFO : Epoch 1966 | loss: 0.0310967 | val_loss: 0.0311204 | Time: 7364.41 ms [2022-02-23 23:01:21 main:574] : INFO : Epoch 1967 | loss: 0.0310988 | val_loss: 0.0311257 | Time: 7338.91 ms [2022-02-23 23:01:28 main:574] : INFO : Epoch 1968 | loss: 0.0310957 | val_loss: 0.0311191 | Time: 7250.13 ms [2022-02-23 23:01:36 main:574] : INFO : Epoch 1969 | loss: 0.0310993 | val_loss: 0.031135 | Time: 7444.46 ms [2022-02-23 23:01:44 main:574] : INFO : Epoch 1970 | loss: 0.0311008 | val_loss: 0.0311234 | Time: 8031.2 ms [2022-02-23 23:01:51 main:574] : INFO : Epoch 1971 | loss: 0.0310993 | val_loss: 0.0311286 | Time: 7639.74 ms [2022-02-23 23:01:59 main:574] : INFO : Epoch 1972 | loss: 0.0310958 | val_loss: 0.0311254 | Time: 7385.81 ms [2022-02-23 23:02:06 main:574] : INFO : Epoch 1973 | loss: 0.0310949 | val_loss: 0.0311298 | Time: 7359.03 ms [2022-02-23 23:02:14 main:574] : INFO : Epoch 1974 | loss: 0.031097 | val_loss: 0.0311228 | Time: 7679.43 ms [2022-02-23 23:02:21 main:574] : INFO : Epoch 1975 | loss: 0.0310952 | val_loss: 0.0311259 | Time: 7365.57 ms [2022-02-23 23:02:29 main:574] : INFO : Epoch 1976 | loss: 0.0310936 | val_loss: 0.0311266 | Time: 7386.78 ms [2022-02-23 23:02:36 main:574] : INFO : Epoch 1977 | loss: 0.031097 | val_loss: 0.031125 | Time: 7439.46 ms [2022-02-23 23:02:44 main:574] : INFO : Epoch 1978 | loss: 0.0310979 | val_loss: 0.0311232 | Time: 7416.71 ms [2022-02-23 23:02:51 main:574] : INFO : Epoch 1979 | loss: 0.0310946 | val_loss: 0.0311289 | Time: 7343.35 ms [2022-02-23 23:02:58 main:574] : INFO : Epoch 1980 | loss: 0.0310919 | val_loss: 0.0311248 | Time: 7434.67 ms [2022-02-23 23:03:06 main:574] : INFO : Epoch 1981 | loss: 0.0310916 | val_loss: 0.031122 | Time: 7343.35 ms [2022-02-23 23:03:13 main:574] : INFO : Epoch 1982 | loss: 0.0310932 | val_loss: 0.0311305 | Time: 7345.09 ms [2022-02-23 23:03:21 main:574] : INFO : Epoch 1983 | loss: 0.0310918 | val_loss: 0.0311242 | Time: 7586.49 ms [2022-02-23 23:03:28 main:574] : INFO : Epoch 1984 | loss: 0.031093 | val_loss: 0.0311264 | Time: 7507.37 ms [2022-02-23 23:03:36 main:574] : INFO : Epoch 1985 | loss: 0.0310938 | val_loss: 0.0311262 | Time: 7389.26 ms [2022-02-23 23:03:43 main:574] : INFO : Epoch 1986 | loss: 0.0310969 | val_loss: 0.0311201 | Time: 7387.03 ms [2022-02-23 23:03:50 main:574] : INFO : Epoch 1987 | loss: 0.0310948 | val_loss: 0.031134 | Time: 7410.99 ms [2022-02-23 23:03:58 main:574] : INFO : Epoch 1988 | loss: 0.0310923 | val_loss: 0.0311275 | Time: 7459.1 ms [2022-02-23 23:04:05 main:574] : INFO : Epoch 1989 | loss: 0.0310898 | val_loss: 0.0311273 | Time: 7490.11 ms [2022-02-23 23:04:13 main:574] : INFO : Epoch 1990 | loss: 0.0310948 | val_loss: 0.0311349 | Time: 7458.33 ms [2022-02-23 23:04:20 main:574] : INFO : Epoch 1991 | loss: 0.031096 | val_loss: 0.0311278 | Time: 7340.87 ms [2022-02-23 23:04:27 main:574] : INFO : Epoch 1992 | loss: 0.0310913 | val_loss: 0.0311245 | Time: 7311.04 ms [2022-02-23 23:04:35 main:574] : INFO : Epoch 1993 | loss: 0.0310924 | val_loss: 0.0311276 | Time: 7391.91 ms [2022-02-23 23:04:42 main:574] : INFO : Epoch 1994 | loss: 0.0310908 | val_loss: 0.0311352 | Time: 7431.78 ms [2022-02-23 23:04:50 main:574] : INFO : Epoch 1995 | loss: 0.0310961 | val_loss: 0.0311276 | Time: 7479.87 ms [2022-02-23 23:04:57 main:574] : INFO : Epoch 1996 | loss: 0.0310959 | val_loss: 0.0311231 | Time: 7405.21 ms [2022-02-23 23:05:05 main:574] : INFO : Epoch 1997 | loss: 0.0311042 | val_loss: 0.0311313 | Time: 7276.93 ms [2022-02-23 23:05:12 main:574] : INFO : Epoch 1998 | loss: 0.0311004 | val_loss: 0.0311217 | Time: 7438.89 ms [2022-02-23 23:05:19 main:574] : INFO : Epoch 1999 | loss: 0.0311002 | val_loss: 0.0311219 | Time: 7481.54 ms [2022-02-23 23:05:27 main:574] : INFO : Epoch 2000 | loss: 0.0310978 | val_loss: 0.0311228 | Time: 7412.07 ms [2022-02-23 23:05:34 main:574] : INFO : Epoch 2001 | loss: 0.0311005 | val_loss: 0.0311239 | Time: 7362.45 ms [2022-02-23 23:05:42 main:574] : INFO : Epoch 2002 | loss: 0.031099 | val_loss: 0.0311195 | Time: 7451.63 ms [2022-02-23 23:05:49 main:574] : INFO : Epoch 2003 | loss: 0.0310962 | val_loss: 0.0311243 | Time: 7639.6 ms [2022-02-23 23:05:57 main:574] : INFO : Epoch 2004 | loss: 0.0310959 | val_loss: 0.0311235 | Time: 7240.44 ms [2022-02-23 23:06:04 main:574] : INFO : Epoch 2005 | loss: 0.031094 | val_loss: 0.0311245 | Time: 7605.55 ms [2022-02-23 23:06:12 main:574] : INFO : Epoch 2006 | loss: 0.0310962 | val_loss: 0.0311323 | Time: 7825.12 ms [2022-02-23 23:06:20 main:574] : INFO : Epoch 2007 | loss: 0.0310968 | val_loss: 0.0311226 | Time: 7586.07 ms [2022-02-23 23:06:27 main:574] : INFO : Epoch 2008 | loss: 0.031094 | val_loss: 0.0311317 | Time: 7358.51 ms [2022-02-23 23:06:34 main:574] : INFO : Epoch 2009 | loss: 0.0310942 | val_loss: 0.0311229 | Time: 7387.23 ms [2022-02-23 23:06:42 main:574] : INFO : Epoch 2010 | loss: 0.0310934 | val_loss: 0.0311216 | Time: 7571.35 ms [2022-02-23 23:06:50 main:574] : INFO : Epoch 2011 | loss: 0.0310931 | val_loss: 0.0311219 | Time: 7445.26 ms [2022-02-23 23:06:57 main:574] : INFO : Epoch 2012 | loss: 0.0310941 | val_loss: 0.0311281 | Time: 7368.84 ms [2022-02-23 23:07:04 main:574] : INFO : Epoch 2013 | loss: 0.0310933 | val_loss: 0.0311234 | Time: 7470.66 ms [2022-02-23 23:07:12 main:574] : INFO : Epoch 2014 | loss: 0.0310942 | val_loss: 0.0311208 | Time: 7444.82 ms [2022-02-23 23:07:19 main:574] : INFO : Epoch 2015 | loss: 0.0310967 | val_loss: 0.0311204 | Time: 7586.28 ms [2022-02-23 23:07:27 main:574] : INFO : Epoch 2016 | loss: 0.031094 | val_loss: 0.0311229 | Time: 7335.93 ms [2022-02-23 23:07:34 main:574] : INFO : Epoch 2017 | loss: 0.0310933 | val_loss: 0.0311221 | Time: 7602.05 ms [2022-02-23 23:07:42 main:574] : INFO : Epoch 2018 | loss: 0.031092 | val_loss: 0.0311192 | Time: 7301.52 ms [2022-02-23 23:07:49 main:574] : INFO : Epoch 2019 | loss: 0.031091 | val_loss: 0.0311228 | Time: 7415.19 ms [2022-02-23 23:07:56 main:574] : INFO : Epoch 2020 | loss: 0.0310936 | val_loss: 0.0311239 | Time: 7303.35 ms [2022-02-23 23:08:04 main:574] : INFO : Epoch 2021 | loss: 0.0310924 | val_loss: 0.0311217 | Time: 7430.09 ms [2022-02-23 23:08:11 main:574] : INFO : Epoch 2022 | loss: 0.0310914 | val_loss: 0.0311235 | Time: 7299.44 ms [2022-02-23 23:08:19 main:574] : INFO : Epoch 2023 | loss: 0.0310913 | val_loss: 0.0311247 | Time: 7428.35 ms [2022-02-23 23:08:26 main:574] : INFO : Epoch 2024 | loss: 0.0310933 | val_loss: 0.0311226 | Time: 7391.74 ms [2022-02-23 23:08:33 main:574] : INFO : Epoch 2025 | loss: 0.0310914 | val_loss: 0.0311257 | Time: 7314.83 ms [2022-02-23 23:08:41 main:574] : INFO : Epoch 2026 | loss: 0.0310953 | val_loss: 0.0311419 | Time: 7291.1 ms [2022-02-23 23:08:48 main:574] : INFO : Epoch 2027 | loss: 0.0311024 | val_loss: 0.0311294 | Time: 7380.58 ms [2022-02-23 23:08:56 main:574] : INFO : Epoch 2028 | loss: 0.0311011 | val_loss: 0.0311282 | Time: 7393.12 ms [2022-02-23 23:09:03 main:574] : INFO : Epoch 2029 | loss: 0.0311023 | val_loss: 0.0311286 | Time: 7631.74 ms [2022-02-23 23:09:11 main:574] : INFO : Epoch 2030 | loss: 0.031097 | val_loss: 0.0311193 | Time: 7595.4 ms [2022-02-23 23:09:18 main:574] : INFO : Epoch 2031 | loss: 0.0310962 | val_loss: 0.0311267 | Time: 7537.06 ms [2022-02-23 23:09:26 main:574] : INFO : Epoch 2032 | loss: 0.0310945 | val_loss: 0.0311234 | Time: 7264.28 ms [2022-02-23 23:09:33 main:574] : INFO : Epoch 2033 | loss: 0.031098 | val_loss: 0.0311227 | Time: 7318.47 ms [2022-02-23 23:09:40 main:574] : INFO : Epoch 2034 | loss: 0.0310995 | val_loss: 0.0311228 | Time: 7466.42 ms [2022-02-23 23:09:48 main:574] : INFO : Epoch 2035 | loss: 0.0311041 | val_loss: 0.0311277 | Time: 7396.01 ms [2022-02-23 23:09:55 main:574] : INFO : Epoch 2036 | loss: 0.0311084 | val_loss: 0.0311254 | Time: 7503.98 ms [2022-02-23 23:10:03 main:574] : INFO : Epoch 2037 | loss: 0.0311043 | val_loss: 0.0311199 | Time: 7500.27 ms [2022-02-23 23:10:10 main:574] : INFO : Epoch 2038 | loss: 0.0311002 | val_loss: 0.0311208 | Time: 7272.8 ms [2022-02-23 23:10:18 main:574] : INFO : Epoch 2039 | loss: 0.0310976 | val_loss: 0.0311198 | Time: 7421.69 ms [2022-02-23 23:10:25 main:574] : INFO : Epoch 2040 | loss: 0.0310982 | val_loss: 0.0311245 | Time: 7455.17 ms [2022-02-23 23:10:33 main:574] : INFO : Epoch 2041 | loss: 0.0310964 | val_loss: 0.0311248 | Time: 7561.6 ms [2022-02-23 23:10:40 main:574] : INFO : Epoch 2042 | loss: 0.0310983 | val_loss: 0.031129 | Time: 7456.71 ms [2022-02-23 23:10:47 main:574] : INFO : Epoch 2043 | loss: 0.0311025 | val_loss: 0.031121 | Time: 7364.18 ms [2022-02-23 23:10:55 main:574] : INFO : Epoch 2044 | loss: 0.0310986 | val_loss: 0.031119 | Time: 7530.86 ms [2022-02-23 23:11:02 main:574] : INFO : Epoch 2045 | loss: 0.0310981 | val_loss: 0.0311185 | Time: 7507.8 ms [2022-02-23 23:11:10 main:574] : INFO : Epoch 2046 | loss: 0.0310967 | val_loss: 0.0311203 | Time: 7324.82 ms [2022-02-23 23:11:18 main:574] : INFO : Epoch 2047 | loss: 0.0310959 | val_loss: 0.031125 | Time: 7737.87 ms [2022-02-23 23:11:25 main:574] : INFO : Epoch 2048 | loss: 0.0311001 | val_loss: 0.0311267 | Time: 7421.55 ms [2022-02-23 23:11:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311267 [2022-02-23 23:11:25 main:603] : INFO : Saving end state to config to file [2022-02-23 23:11:25 main:608] : INFO : Success, exiting.. 23:11:25 (2676): 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)