Task 11465713
| Name | ParityModified-1639953572-10033-2-0_7 |
| Workunit | 8132704 |
| Created | 10 Feb 2022, 9:34:29 UTC |
| Sent | 10 Feb 2022, 10:17:45 UTC |
| Report deadline | 18 Feb 2022, 10:17:45 UTC |
| Received | 10 Feb 2022, 12:11:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16730 |
| Run time | 1 hours 44 min 26 sec |
| CPU time | 1 hours 42 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,054.51 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.46 GB |
| Peak swap size | 4.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312249 | val_loss: 0.0312208 | Time: 2307.3 ms [2022-02-10 12:44:25 main:574] : INFO : Epoch 1543 | loss: 0.031225 | val_loss: 0.0312193 | Time: 2303.16 ms [2022-02-10 12:44:27 main:574] : INFO : Epoch 1544 | loss: 0.0312244 | val_loss: 0.0312196 | Time: 2335.17 ms [2022-02-10 12:44:29 main:574] : INFO : Epoch 1545 | loss: 0.0312256 | val_loss: 0.0312207 | Time: 2327.46 ms [2022-02-10 12:44:32 main:574] : INFO : Epoch 1546 | loss: 0.0312255 | val_loss: 0.0312202 | Time: 2323.04 ms [2022-02-10 12:44:34 main:574] : INFO : Epoch 1547 | loss: 0.0312248 | val_loss: 0.0312201 | Time: 2325.54 ms [2022-02-10 12:44:36 main:574] : INFO : Epoch 1548 | loss: 0.0312249 | val_loss: 0.0312193 | Time: 2326.63 ms [2022-02-10 12:44:39 main:574] : INFO : Epoch 1549 | loss: 0.0312255 | val_loss: 0.0312208 | Time: 2326.99 ms [2022-02-10 12:44:41 main:574] : INFO : Epoch 1550 | loss: 0.0312249 | val_loss: 0.0312197 | Time: 2327.22 ms [2022-02-10 12:44:43 main:574] : INFO : Epoch 1551 | loss: 0.0312263 | val_loss: 0.0312196 | Time: 2321.38 ms [2022-02-10 12:44:46 main:574] : INFO : Epoch 1552 | loss: 0.0312253 | val_loss: 0.0312228 | Time: 2343.2 ms [2022-02-10 12:44:48 main:574] : INFO : Epoch 1553 | loss: 0.0312261 | val_loss: 0.0312198 | Time: 2311.31 ms [2022-02-10 12:44:50 main:574] : INFO : Epoch 1554 | loss: 0.0312241 | val_loss: 0.0312199 | Time: 2307.24 ms [2022-02-10 12:44:53 main:574] : INFO : Epoch 1555 | loss: 0.0312239 | val_loss: 0.0312217 | Time: 2316.88 ms [2022-02-10 12:44:55 main:574] : INFO : Epoch 1556 | loss: 0.0312267 | val_loss: 0.0312248 | Time: 2304.01 ms [2022-02-10 12:44:57 main:574] : INFO : Epoch 1557 | loss: 0.0312262 | val_loss: 0.0312221 | Time: 2315.49 ms [2022-02-10 12:45:00 main:574] : INFO : Epoch 1558 | loss: 0.0312258 | val_loss: 0.0312232 | Time: 2316.11 ms [2022-02-10 12:45:02 main:574] : INFO : Epoch 1559 | loss: 0.0312273 | val_loss: 0.0312201 | Time: 2311.18 ms [2022-02-10 12:45:04 main:574] : INFO : Epoch 1560 | loss: 0.031226 | val_loss: 0.0312196 | Time: 2308.29 ms [2022-02-10 12:45:07 main:574] : INFO : Epoch 1561 | loss: 0.0312263 | val_loss: 0.0312207 | Time: 2312.02 ms [2022-02-10 12:45:09 main:574] : INFO : Epoch 1562 | loss: 0.0312272 | val_loss: 0.0312285 | Time: 2313.02 ms [2022-02-10 12:45:11 main:574] : INFO : Epoch 1563 | loss: 0.0312266 | val_loss: 0.0312213 | Time: 2316.45 ms [2022-02-10 12:45:14 main:574] : INFO : Epoch 1564 | loss: 0.0312247 | val_loss: 0.0312194 | Time: 2311.57 ms [2022-02-10 12:45:16 main:574] : INFO : Epoch 1565 | loss: 0.0312249 | val_loss: 0.0312201 | Time: 2293.08 ms [2022-02-10 12:45:18 main:574] : INFO : Epoch 1566 | loss: 0.0312258 | val_loss: 0.0312216 | Time: 2323.72 ms [2022-02-10 12:45:21 main:574] : INFO : Epoch 1567 | loss: 0.0312263 | val_loss: 0.031224 | Time: 2321.72 ms [2022-02-10 12:45:23 main:574] : INFO : Epoch 1568 | loss: 0.0312293 | val_loss: 0.0312215 | Time: 2350.22 ms [2022-02-10 12:45:25 main:574] : INFO : Epoch 1569 | loss: 0.0312274 | val_loss: 0.031223 | Time: 2313.05 ms [2022-02-10 12:45:27 main:574] : INFO : Epoch 1570 | loss: 0.0312247 | val_loss: 0.0312202 | Time: 2290.54 ms [2022-02-10 12:45:30 main:574] : INFO : Epoch 1571 | loss: 0.0312244 | val_loss: 0.0312196 | Time: 2301.47 ms [2022-02-10 12:45:32 main:574] : INFO : Epoch 1572 | loss: 0.0312252 | val_loss: 0.0312211 | Time: 2322.83 ms [2022-02-10 12:45:34 main:574] : INFO : Epoch 1573 | loss: 0.0312251 | val_loss: 0.0312209 | Time: 2328.19 ms [2022-02-10 12:45:37 main:574] : INFO : Epoch 1574 | loss: 0.0312243 | val_loss: 0.0312218 | Time: 2337.17 ms [2022-02-10 12:45:39 main:574] : INFO : Epoch 1575 | loss: 0.0312248 | val_loss: 0.0312199 | Time: 2351.15 ms [2022-02-10 12:45:41 main:574] : INFO : Epoch 1576 | loss: 0.0312243 | val_loss: 0.0312194 | Time: 2310.19 ms [2022-02-10 12:45:44 main:574] : INFO : Epoch 1577 | loss: 0.0312244 | val_loss: 0.0312197 | Time: 2294.06 ms [2022-02-10 12:45:46 main:574] : INFO : Epoch 1578 | loss: 0.0312251 | val_loss: 0.0312199 | Time: 2319.91 ms [2022-02-10 12:45:48 main:574] : INFO : Epoch 1579 | loss: 0.0312243 | val_loss: 0.0312235 | Time: 2303.96 ms [2022-02-10 12:45:51 main:574] : INFO : Epoch 1580 | loss: 0.0312261 | val_loss: 0.0312293 | Time: 2286.16 ms [2022-02-10 12:45:53 main:574] : INFO : Epoch 1581 | loss: 0.0312279 | val_loss: 0.0312238 | Time: 2348.29 ms [2022-02-10 12:45:55 main:574] : INFO : Epoch 1582 | loss: 0.0312253 | val_loss: 0.0312193 | Time: 2298.41 ms [2022-02-10 12:45:58 main:574] : INFO : Epoch 1583 | loss: 0.0312251 | val_loss: 0.0312209 | Time: 2315.77 ms [2022-02-10 12:46:00 main:574] : INFO : Epoch 1584 | loss: 0.0312252 | val_loss: 0.0312227 | Time: 2282.98 ms [2022-02-10 12:46:02 main:574] : INFO : Epoch 1585 | loss: 0.0312266 | val_loss: 0.0312221 | Time: 2316.82 ms [2022-02-10 12:46:05 main:574] : INFO : Epoch 1586 | loss: 0.0312257 | val_loss: 0.031222 | Time: 2293.83 ms [2022-02-10 12:46:07 main:574] : INFO : Epoch 1587 | loss: 0.0312271 | val_loss: 0.0312231 | Time: 2312.86 ms [2022-02-10 12:46:09 main:574] : INFO : Epoch 1588 | loss: 0.0312267 | val_loss: 0.0312201 | Time: 2301.85 ms [2022-02-10 12:46:12 main:574] : INFO : Epoch 1589 | loss: 0.0312242 | val_loss: 0.0312206 | Time: 2326.22 ms [2022-02-10 12:46:14 main:574] : INFO : Epoch 1590 | loss: 0.0312249 | val_loss: 0.0312222 | Time: 2333.3 ms [2022-02-10 12:46:16 main:574] : INFO : Epoch 1591 | loss: 0.0312268 | val_loss: 0.0312222 | Time: 2283.1 ms [2022-02-10 12:46:18 main:574] : INFO : Epoch 1592 | loss: 0.031225 | val_loss: 0.0312198 | Time: 2286.23 ms [2022-02-10 12:46:21 main:574] : INFO : Epoch 1593 | loss: 0.0312259 | val_loss: 0.0312219 | Time: 2329.43 ms [2022-02-10 12:46:23 main:574] : INFO : Epoch 1594 | loss: 0.0312301 | val_loss: 0.03122 | Time: 2355.47 ms [2022-02-10 12:46:25 main:574] : INFO : Epoch 1595 | loss: 0.0312281 | val_loss: 0.0312241 | Time: 2317.02 ms [2022-02-10 12:46:28 main:574] : INFO : Epoch 1596 | loss: 0.0312244 | val_loss: 0.0312205 | Time: 2289.47 ms [2022-02-10 12:46:30 main:574] : INFO : Epoch 1597 | loss: 0.0312275 | val_loss: 0.0312253 | Time: 2299.24 ms [2022-02-10 12:46:32 main:574] : INFO : Epoch 1598 | loss: 0.031228 | val_loss: 0.0312211 | Time: 2304.52 ms [2022-02-10 12:46:35 main:574] : INFO : Epoch 1599 | loss: 0.0312268 | val_loss: 0.03122 | Time: 2335.67 ms [2022-02-10 12:46:37 main:574] : INFO : Epoch 1600 | loss: 0.0312269 | val_loss: 0.0312196 | Time: 2317.2 ms [2022-02-10 12:46:39 main:574] : INFO : Epoch 1601 | loss: 0.0312247 | val_loss: 0.0312199 | Time: 2276.29 ms [2022-02-10 12:46:42 main:574] : INFO : Epoch 1602 | loss: 0.0312244 | val_loss: 0.0312197 | Time: 2330.01 ms [2022-02-10 12:46:44 main:574] : INFO : Epoch 1603 | loss: 0.0312241 | val_loss: 0.0312196 | Time: 2341.4 ms [2022-02-10 12:46:46 main:574] : INFO : Epoch 1604 | loss: 0.0312274 | val_loss: 0.0312214 | Time: 2308.41 ms [2022-02-10 12:46:49 main:574] : INFO : Epoch 1605 | loss: 0.0312236 | val_loss: 0.0312197 | Time: 2294.95 ms [2022-02-10 12:46:51 main:574] : INFO : Epoch 1606 | loss: 0.0312242 | val_loss: 0.0312209 | Time: 2288.85 ms [2022-02-10 12:46:53 main:574] : INFO : Epoch 1607 | loss: 0.0312242 | val_loss: 0.0312194 | Time: 2298.96 ms [2022-02-10 12:46:55 main:574] : INFO : Epoch 1608 | loss: 0.0312242 | val_loss: 0.0312215 | Time: 2296.39 ms [2022-02-10 12:46:58 main:574] : INFO : Epoch 1609 | loss: 0.0312257 | val_loss: 0.0312193 | Time: 2296.79 ms [2022-02-10 12:47:00 main:574] : INFO : Epoch 1610 | loss: 0.0312247 | val_loss: 0.0312215 | Time: 2319.69 ms [2022-02-10 12:47:02 main:574] : INFO : Epoch 1611 | loss: 0.0312305 | val_loss: 0.0312236 | Time: 2322.93 ms [2022-02-10 12:47:05 main:574] : INFO : Epoch 1612 | loss: 0.0312254 | val_loss: 0.0312213 | Time: 2291.1 ms [2022-02-10 12:47:07 main:574] : INFO : Epoch 1613 | loss: 0.031226 | val_loss: 0.0312243 | Time: 2337.89 ms [2022-02-10 12:47:09 main:574] : INFO : Epoch 1614 | loss: 0.0312264 | val_loss: 0.0312208 | Time: 2307.38 ms [2022-02-10 12:47:12 main:574] : INFO : Epoch 1615 | loss: 0.0312251 | val_loss: 0.0312255 | Time: 2343.48 ms [2022-02-10 12:47:14 main:574] : INFO : Epoch 1616 | loss: 0.0312259 | val_loss: 0.0312206 | Time: 2308.09 ms [2022-02-10 12:47:16 main:574] : INFO : Epoch 1617 | loss: 0.0312255 | val_loss: 0.0312213 | Time: 2332.65 ms [2022-02-10 12:47:19 main:574] : INFO : Epoch 1618 | loss: 0.0312268 | val_loss: 0.0312202 | Time: 2342.54 ms [2022-02-10 12:47:21 main:574] : INFO : Epoch 1619 | loss: 0.0312294 | val_loss: 0.0312206 | Time: 2296.95 ms [2022-02-10 12:47:23 main:574] : INFO : Epoch 1620 | loss: 0.0312243 | val_loss: 0.0312217 | Time: 2361.9 ms [2022-02-10 12:47:26 main:574] : INFO : Epoch 1621 | loss: 0.0312254 | val_loss: 0.0312201 | Time: 2322.74 ms [2022-02-10 12:47:28 main:574] : INFO : Epoch 1622 | loss: 0.0312258 | val_loss: 0.031221 | Time: 2329.13 ms [2022-02-10 12:47:30 main:574] : INFO : Epoch 1623 | loss: 0.031227 | val_loss: 0.0312295 | Time: 2312.09 ms [2022-02-10 12:47:33 main:574] : INFO : Epoch 1624 | loss: 0.0312301 | val_loss: 0.0312229 | Time: 2316.23 ms [2022-02-10 12:47:35 main:574] : INFO : Epoch 1625 | loss: 0.0312268 | val_loss: 0.0312223 | Time: 2307.7 ms [2022-02-10 12:47:37 main:574] : INFO : Epoch 1626 | loss: 0.0312252 | val_loss: 0.0312216 | Time: 2293.19 ms [2022-02-10 12:47:40 main:574] : INFO : Epoch 1627 | loss: 0.0312264 | val_loss: 0.0312233 | Time: 2301.6 ms [2022-02-10 12:47:42 main:574] : INFO : Epoch 1628 | loss: 0.0312267 | val_loss: 0.0312224 | Time: 2330.2 ms [2022-02-10 12:47:44 main:574] : INFO : Epoch 1629 | loss: 0.0312265 | val_loss: 0.0312242 | Time: 2299.22 ms [2022-02-10 12:47:47 main:574] : INFO : Epoch 1630 | loss: 0.0312299 | val_loss: 0.0312256 | Time: 2353.7 ms [2022-02-10 12:47:49 main:574] : INFO : Epoch 1631 | loss: 0.0312254 | val_loss: 0.031222 | Time: 2320.24 ms [2022-02-10 12:47:51 main:574] : INFO : Epoch 1632 | loss: 0.0312255 | val_loss: 0.0312195 | Time: 2320.28 ms [2022-02-10 12:47:54 main:574] : INFO : Epoch 1633 | loss: 0.0312244 | val_loss: 0.0312195 | Time: 2335.04 ms [2022-02-10 12:47:56 main:574] : INFO : Epoch 1634 | loss: 0.0312243 | val_loss: 0.0312201 | Time: 2334.8 ms [2022-02-10 12:47:58 main:574] : INFO : Epoch 1635 | loss: 0.031224 | val_loss: 0.0312207 | Time: 2292.2 ms [2022-02-10 12:48:01 main:574] : INFO : Epoch 1636 | loss: 0.0312282 | val_loss: 0.0312239 | Time: 2310.1 ms [2022-02-10 12:48:03 main:574] : INFO : Epoch 1637 | loss: 0.0312256 | val_loss: 0.0312229 | Time: 2280.31 ms [2022-02-10 12:48:05 main:574] : INFO : Epoch 1638 | loss: 0.0312265 | val_loss: 0.0312246 | Time: 2299.84 ms [2022-02-10 12:48:07 main:574] : INFO : Epoch 1639 | loss: 0.0312256 | val_loss: 0.0312203 | Time: 2342.3 ms [2022-02-10 12:48:10 main:574] : INFO : Epoch 1640 | loss: 0.0312246 | val_loss: 0.0312196 | Time: 2291.23 ms [2022-02-10 12:48:12 main:574] : INFO : Epoch 1641 | loss: 0.0312244 | val_loss: 0.0312208 | Time: 2326.14 ms [2022-02-10 12:48:14 main:574] : INFO : Epoch 1642 | loss: 0.0312257 | val_loss: 0.0312193 | Time: 2324.67 ms [2022-02-10 12:48:17 main:574] : INFO : Epoch 1643 | loss: 0.0312244 | val_loss: 0.031221 | Time: 2283.59 ms [2022-02-10 12:48:19 main:574] : INFO : Epoch 1644 | loss: 0.0312246 | val_loss: 0.0312223 | Time: 2324.43 ms [2022-02-10 12:48:21 main:574] : INFO : Epoch 1645 | loss: 0.0312257 | val_loss: 0.0312211 | Time: 2337.01 ms [2022-02-10 12:48:24 main:574] : INFO : Epoch 1646 | loss: 0.0312258 | val_loss: 0.0312202 | Time: 2320.59 ms [2022-02-10 12:48:26 main:574] : INFO : Epoch 1647 | loss: 0.0312249 | val_loss: 0.0312225 | Time: 2290.79 ms [2022-02-10 12:48:28 main:574] : INFO : Epoch 1648 | loss: 0.031226 | val_loss: 0.0312211 | Time: 2313.36 ms [2022-02-10 12:48:31 main:574] : INFO : Epoch 1649 | loss: 0.0312245 | val_loss: 0.0312255 | Time: 2356.63 ms [2022-02-10 12:48:33 main:574] : INFO : Epoch 1650 | loss: 0.0312259 | val_loss: 0.031221 | Time: 2339.86 ms [2022-02-10 12:48:35 main:574] : INFO : Epoch 1651 | loss: 0.0312278 | val_loss: 0.0312195 | Time: 2310.21 ms [2022-02-10 12:48:38 main:574] : INFO : Epoch 1652 | loss: 0.031225 | val_loss: 0.0312245 | Time: 2312.26 ms [2022-02-10 12:48:40 main:574] : INFO : Epoch 1653 | loss: 0.0312259 | val_loss: 0.0312198 | Time: 2301.35 ms [2022-02-10 12:48:42 main:574] : INFO : Epoch 1654 | loss: 0.0312288 | val_loss: 0.0312217 | Time: 2301.25 ms [2022-02-10 12:48:45 main:574] : INFO : Epoch 1655 | loss: 0.0312261 | val_loss: 0.0312205 | Time: 2310.94 ms [2022-02-10 12:48:47 main:574] : INFO : Epoch 1656 | loss: 0.0312256 | val_loss: 0.0312218 | Time: 2324.32 ms [2022-02-10 12:48:49 main:574] : INFO : Epoch 1657 | loss: 0.0312244 | val_loss: 0.03122 | Time: 2345.39 ms [2022-02-10 12:48:52 main:574] : INFO : Epoch 1658 | loss: 0.031224 | val_loss: 0.03122 | Time: 2326.13 ms [2022-02-10 12:48:54 main:574] : INFO : Epoch 1659 | loss: 0.0312258 | val_loss: 0.0312199 | Time: 2359.97 ms [2022-02-10 12:48:56 main:574] : INFO : Epoch 1660 | loss: 0.031224 | val_loss: 0.0312196 | Time: 2294.65 ms [2022-02-10 12:48:59 main:574] : INFO : Epoch 1661 | loss: 0.0312245 | val_loss: 0.0312197 | Time: 2296.79 ms [2022-02-10 12:49:01 main:574] : INFO : Epoch 1662 | loss: 0.0312237 | val_loss: 0.0312194 | Time: 2340.69 ms [2022-02-10 12:49:03 main:574] : INFO : Epoch 1663 | loss: 0.0312243 | val_loss: 0.0312207 | Time: 2306.83 ms [2022-02-10 12:49:05 main:574] : INFO : Epoch 1664 | loss: 0.031225 | val_loss: 0.0312246 | Time: 2296.88 ms [2022-02-10 12:49:08 main:574] : INFO : Epoch 1665 | loss: 0.0312265 | val_loss: 0.0312195 | Time: 2308.39 ms [2022-02-10 12:49:10 main:574] : INFO : Epoch 1666 | loss: 0.0312244 | val_loss: 0.0312199 | Time: 2292.14 ms [2022-02-10 12:49:12 main:574] : INFO : Epoch 1667 | loss: 0.0312238 | val_loss: 0.0312195 | Time: 2287.49 ms [2022-02-10 12:49:15 main:574] : INFO : Epoch 1668 | loss: 0.0312245 | val_loss: 0.0312196 | Time: 2320.02 ms [2022-02-10 12:49:17 main:574] : INFO : Epoch 1669 | loss: 0.0312261 | val_loss: 0.03122 | Time: 2306.61 ms [2022-02-10 12:49:19 main:574] : INFO : Epoch 1670 | loss: 0.0312247 | val_loss: 0.0312209 | Time: 2324.74 ms [2022-02-10 12:49:22 main:574] : INFO : Epoch 1671 | loss: 0.0312264 | val_loss: 0.0312216 | Time: 2356.99 ms [2022-02-10 12:49:24 main:574] : INFO : Epoch 1672 | loss: 0.0312244 | val_loss: 0.03122 | Time: 2307.82 ms [2022-02-10 12:49:26 main:574] : INFO : Epoch 1673 | loss: 0.0312272 | val_loss: 0.0312286 | Time: 2317.12 ms [2022-02-10 12:49:29 main:574] : INFO : Epoch 1674 | loss: 0.0312272 | val_loss: 0.0312217 | Time: 2348.94 ms [2022-02-10 12:49:31 main:574] : INFO : Epoch 1675 | loss: 0.0312254 | val_loss: 0.0312196 | Time: 2313.88 ms [2022-02-10 12:49:33 main:574] : INFO : Epoch 1676 | loss: 0.0312255 | val_loss: 0.0312202 | Time: 2316.01 ms [2022-02-10 12:49:36 main:574] : INFO : Epoch 1677 | loss: 0.031227 | val_loss: 0.0312299 | Time: 2305.55 ms [2022-02-10 12:49:38 main:574] : INFO : Epoch 1678 | loss: 0.0312261 | val_loss: 0.0312227 | Time: 2314.67 ms [2022-02-10 12:49:40 main:574] : INFO : Epoch 1679 | loss: 0.0312258 | val_loss: 0.0312209 | Time: 2342.98 ms [2022-02-10 12:49:43 main:574] : INFO : Epoch 1680 | loss: 0.0312246 | val_loss: 0.0312196 | Time: 2329.74 ms [2022-02-10 12:49:45 main:574] : INFO : Epoch 1681 | loss: 0.0312239 | val_loss: 0.0312209 | Time: 2302.25 ms [2022-02-10 12:49:47 main:574] : INFO : Epoch 1682 | loss: 0.0312259 | val_loss: 0.0312219 | Time: 2304.36 ms [2022-02-10 12:49:50 main:574] : INFO : Epoch 1683 | loss: 0.0312245 | val_loss: 0.0312202 | Time: 2324.84 ms [2022-02-10 12:49:52 main:574] : INFO : Epoch 1684 | loss: 0.0312253 | val_loss: 0.0312193 | Time: 2296.82 ms [2022-02-10 12:49:54 main:574] : INFO : Epoch 1685 | loss: 0.0312246 | val_loss: 0.0312196 | Time: 2312.98 ms [2022-02-10 12:49:57 main:574] : INFO : Epoch 1686 | loss: 0.0312244 | val_loss: 0.0312215 | Time: 2321.69 ms [2022-02-10 12:49:59 main:574] : INFO : Epoch 1687 | loss: 0.0312254 | val_loss: 0.031221 | Time: 2305.15 ms [2022-02-10 12:50:01 main:574] : INFO : Epoch 1688 | loss: 0.031224 | val_loss: 0.0312203 | Time: 2305.01 ms [2022-02-10 12:50:03 main:574] : INFO : Epoch 1689 | loss: 0.031224 | val_loss: 0.0312197 | Time: 2306.33 ms [2022-02-10 12:50:06 main:574] : INFO : Epoch 1690 | loss: 0.0312278 | val_loss: 0.0312226 | Time: 2332.15 ms [2022-02-10 12:50:08 main:574] : INFO : Epoch 1691 | loss: 0.0312252 | val_loss: 0.0312213 | Time: 2288.32 ms [2022-02-10 12:50:10 main:574] : INFO : Epoch 1692 | loss: 0.031225 | val_loss: 0.0312308 | Time: 2321.99 ms [2022-02-10 12:50:13 main:574] : INFO : Epoch 1693 | loss: 0.0312278 | val_loss: 0.0312196 | Time: 2342.04 ms [2022-02-10 12:50:15 main:574] : INFO : Epoch 1694 | loss: 0.0312238 | val_loss: 0.0312203 | Time: 2343.42 ms [2022-02-10 12:50:17 main:574] : INFO : Epoch 1695 | loss: 0.0312237 | val_loss: 0.0312199 | Time: 2313.11 ms [2022-02-10 12:50:20 main:574] : INFO : Epoch 1696 | loss: 0.0312245 | val_loss: 0.0312199 | Time: 2302.04 ms [2022-02-10 12:50:22 main:574] : INFO : Epoch 1697 | loss: 0.0312254 | val_loss: 0.0312193 | Time: 2323.11 ms [2022-02-10 12:50:24 main:574] : INFO : Epoch 1698 | loss: 0.0312238 | val_loss: 0.0312204 | Time: 2329.86 ms [2022-02-10 12:50:27 main:574] : INFO : Epoch 1699 | loss: 0.0312267 | val_loss: 0.031224 | Time: 2326.47 ms [2022-02-10 12:50:29 main:574] : INFO : Epoch 1700 | loss: 0.0312248 | val_loss: 0.0312198 | Time: 2337.66 ms [2022-02-10 12:50:31 main:574] : INFO : Epoch 1701 | loss: 0.0312237 | val_loss: 0.0312206 | Time: 2338.15 ms [2022-02-10 12:50:34 main:574] : INFO : Epoch 1702 | loss: 0.0312244 | val_loss: 0.0312193 | Time: 2345.92 ms [2022-02-10 12:50:36 main:574] : INFO : Epoch 1703 | loss: 0.0312234 | val_loss: 0.0312209 | Time: 2279.83 ms [2022-02-10 12:50:38 main:574] : INFO : Epoch 1704 | loss: 0.0312243 | val_loss: 0.0312196 | Time: 2318.48 ms [2022-02-10 12:50:41 main:574] : INFO : Epoch 1705 | loss: 0.0312273 | val_loss: 0.0312241 | Time: 2367.04 ms [2022-02-10 12:50:43 main:574] : INFO : Epoch 1706 | loss: 0.0312265 | val_loss: 0.0312213 | Time: 2290.76 ms [2022-02-10 12:50:45 main:574] : INFO : Epoch 1707 | loss: 0.0312257 | val_loss: 0.0312215 | Time: 2340.03 ms [2022-02-10 12:50:48 main:574] : INFO : Epoch 1708 | loss: 0.0312259 | val_loss: 0.0312295 | Time: 2308.78 ms [2022-02-10 12:50:50 main:574] : INFO : Epoch 1709 | loss: 0.0312273 | val_loss: 0.0312203 | Time: 2318.31 ms [2022-02-10 12:50:52 main:574] : INFO : Epoch 1710 | loss: 0.0312236 | val_loss: 0.0312198 | Time: 2302.97 ms [2022-02-10 12:50:55 main:574] : INFO : Epoch 1711 | loss: 0.0312244 | val_loss: 0.0312196 | Time: 2347.17 ms [2022-02-10 12:50:57 main:574] : INFO : Epoch 1712 | loss: 0.031224 | val_loss: 0.0312193 | Time: 2357.32 ms [2022-02-10 12:50:59 main:574] : INFO : Epoch 1713 | loss: 0.0312248 | val_loss: 0.0312234 | Time: 2342.91 ms [2022-02-10 12:51:02 main:574] : INFO : Epoch 1714 | loss: 0.0312264 | val_loss: 0.0312192 | Time: 2313.18 ms [2022-02-10 12:51:04 main:574] : INFO : Epoch 1715 | loss: 0.0312238 | val_loss: 0.0312192 | Time: 2290.79 ms [2022-02-10 12:51:06 main:574] : INFO : Epoch 1716 | loss: 0.0312267 | val_loss: 0.0312238 | Time: 2300.47 ms [2022-02-10 12:51:09 main:574] : INFO : Epoch 1717 | loss: 0.0312254 | val_loss: 0.0312193 | Time: 2308.4 ms [2022-02-10 12:51:11 main:574] : INFO : Epoch 1718 | loss: 0.0312242 | val_loss: 0.0312224 | Time: 2292.96 ms [2022-02-10 12:51:13 main:574] : INFO : Epoch 1719 | loss: 0.0312277 | val_loss: 0.0312206 | Time: 2300.67 ms [2022-02-10 12:51:15 main:574] : INFO : Epoch 1720 | loss: 0.0312253 | val_loss: 0.031224 | Time: 2309.17 ms [2022-02-10 12:51:18 main:574] : INFO : Epoch 1721 | loss: 0.0312281 | val_loss: 0.0312247 | Time: 2321.2 ms [2022-02-10 12:51:20 main:574] : INFO : Epoch 1722 | loss: 0.0312261 | val_loss: 0.0312201 | Time: 2336.95 ms [2022-02-10 12:51:22 main:574] : INFO : Epoch 1723 | loss: 0.0312236 | val_loss: 0.0312199 | Time: 2308.27 ms [2022-02-10 12:51:25 main:574] : INFO : Epoch 1724 | loss: 0.031224 | val_loss: 0.0312203 | Time: 2317.27 ms [2022-02-10 12:51:27 main:574] : INFO : Epoch 1725 | loss: 0.0312252 | val_loss: 0.0312227 | Time: 2338.66 ms [2022-02-10 12:51:29 main:574] : INFO : Epoch 1726 | loss: 0.0312256 | val_loss: 0.0312224 | Time: 2303.47 ms [2022-02-10 12:51:32 main:574] : INFO : Epoch 1727 | loss: 0.0312268 | val_loss: 0.0312221 | Time: 2290.94 ms [2022-02-10 12:51:34 main:574] : INFO : Epoch 1728 | loss: 0.0312277 | val_loss: 0.0312264 | Time: 2318.12 ms [2022-02-10 12:51:36 main:574] : INFO : Epoch 1729 | loss: 0.0312249 | val_loss: 0.0312194 | Time: 2333.69 ms [2022-02-10 12:51:39 main:574] : INFO : Epoch 1730 | loss: 0.0312241 | val_loss: 0.0312216 | Time: 2298.95 ms [2022-02-10 12:51:41 main:574] : INFO : Epoch 1731 | loss: 0.0312257 | val_loss: 0.0312212 | Time: 2355.39 ms [2022-02-10 12:51:43 main:574] : INFO : Epoch 1732 | loss: 0.0312247 | val_loss: 0.0312205 | Time: 2307.66 ms [2022-02-10 12:51:46 main:574] : INFO : Epoch 1733 | loss: 0.0312259 | val_loss: 0.0312206 | Time: 2364.96 ms [2022-02-10 12:51:48 main:574] : INFO : Epoch 1734 | loss: 0.0312239 | val_loss: 0.0312211 | Time: 2315.89 ms [2022-02-10 12:51:50 main:574] : INFO : Epoch 1735 | loss: 0.0312243 | val_loss: 0.0312192 | Time: 2297.9 ms [2022-02-10 12:51:53 main:574] : INFO : Epoch 1736 | loss: 0.0312239 | val_loss: 0.0312204 | Time: 2322.21 ms [2022-02-10 12:51:55 main:574] : INFO : Epoch 1737 | loss: 0.0312246 | val_loss: 0.0312214 | Time: 2279.4 ms [2022-02-10 12:51:57 main:574] : INFO : Epoch 1738 | loss: 0.031225 | val_loss: 0.03122 | Time: 2309.47 ms [2022-02-10 12:52:00 main:574] : INFO : Epoch 1739 | loss: 0.0312252 | val_loss: 0.0312206 | Time: 2304.99 ms [2022-02-10 12:52:02 main:574] : INFO : Epoch 1740 | loss: 0.0312267 | val_loss: 0.0312277 | Time: 2345.04 ms [2022-02-10 12:52:04 main:574] : INFO : Epoch 1741 | loss: 0.0312252 | val_loss: 0.0312197 | Time: 2317.34 ms [2022-02-10 12:52:07 main:574] : INFO : Epoch 1742 | loss: 0.0312242 | val_loss: 0.0312247 | Time: 2295.74 ms [2022-02-10 12:52:09 main:574] : INFO : Epoch 1743 | loss: 0.0312258 | val_loss: 0.0312198 | Time: 2332.77 ms [2022-02-10 12:52:11 main:574] : INFO : Epoch 1744 | loss: 0.0312244 | val_loss: 0.0312194 | Time: 2340.61 ms [2022-02-10 12:52:14 main:574] : INFO : Epoch 1745 | loss: 0.031224 | val_loss: 0.031224 | Time: 2299.47 ms [2022-02-10 12:52:16 main:574] : INFO : Epoch 1746 | loss: 0.0312245 | val_loss: 0.0312201 | Time: 2314.9 ms [2022-02-10 12:52:18 main:574] : INFO : Epoch 1747 | loss: 0.0312236 | val_loss: 0.0312191 | Time: 2308.71 ms [2022-02-10 12:52:20 main:574] : INFO : Epoch 1748 | loss: 0.0312238 | val_loss: 0.0312197 | Time: 2286.44 ms [2022-02-10 12:52:23 main:574] : INFO : Epoch 1749 | loss: 0.0312253 | val_loss: 0.0312253 | Time: 2320.92 ms [2022-02-10 12:52:25 main:574] : INFO : Epoch 1750 | loss: 0.0312279 | val_loss: 0.0312319 | Time: 2286.36 ms [2022-02-10 12:52:27 main:574] : INFO : Epoch 1751 | loss: 0.0312268 | val_loss: 0.0312205 | Time: 2318.28 ms [2022-02-10 12:52:30 main:574] : INFO : Epoch 1752 | loss: 0.0312289 | val_loss: 0.0312236 | Time: 2327.64 ms [2022-02-10 12:52:32 main:574] : INFO : Epoch 1753 | loss: 0.0312285 | val_loss: 0.031227 | Time: 2308.69 ms [2022-02-10 12:52:34 main:574] : INFO : Epoch 1754 | loss: 0.0312296 | val_loss: 0.0312195 | Time: 2322.29 ms [2022-02-10 12:52:37 main:574] : INFO : Epoch 1755 | loss: 0.0312248 | val_loss: 0.0312192 | Time: 2322.02 ms [2022-02-10 12:52:39 main:574] : INFO : Epoch 1756 | loss: 0.0312249 | val_loss: 0.0312219 | Time: 2331.04 ms [2022-02-10 12:52:41 main:574] : INFO : Epoch 1757 | loss: 0.0312247 | val_loss: 0.0312205 | Time: 2339.08 ms [2022-02-10 12:52:44 main:574] : INFO : Epoch 1758 | loss: 0.0312261 | val_loss: 0.0312236 | Time: 2302.68 ms [2022-02-10 12:52:46 main:574] : INFO : Epoch 1759 | loss: 0.0312305 | val_loss: 0.0312233 | Time: 2345.31 ms [2022-02-10 12:52:48 main:574] : INFO : Epoch 1760 | loss: 0.0312268 | val_loss: 0.0312224 | Time: 2317.47 ms [2022-02-10 12:52:51 main:574] : INFO : Epoch 1761 | loss: 0.0312241 | val_loss: 0.031221 | Time: 2324.32 ms [2022-02-10 12:52:53 main:574] : INFO : Epoch 1762 | loss: 0.0312259 | val_loss: 0.0312198 | Time: 2342.38 ms [2022-02-10 12:52:55 main:574] : INFO : Epoch 1763 | loss: 0.0312244 | val_loss: 0.0312196 | Time: 2345.89 ms [2022-02-10 12:52:58 main:574] : INFO : Epoch 1764 | loss: 0.0312245 | val_loss: 0.0312195 | Time: 2334.74 ms [2022-02-10 12:53:00 main:574] : INFO : Epoch 1765 | loss: 0.031225 | val_loss: 0.0312203 | Time: 2289.24 ms [2022-02-10 12:53:02 main:574] : INFO : Epoch 1766 | loss: 0.0312258 | val_loss: 0.0312236 | Time: 2303.25 ms [2022-02-10 12:53:05 main:574] : INFO : Epoch 1767 | loss: 0.0312249 | val_loss: 0.0312206 | Time: 2293.3 ms [2022-02-10 12:53:07 main:574] : INFO : Epoch 1768 | loss: 0.0312259 | val_loss: 0.0312223 | Time: 2302.4 ms [2022-02-10 12:53:09 main:574] : INFO : Epoch 1769 | loss: 0.0312255 | val_loss: 0.0312225 | Time: 2317.17 ms [2022-02-10 12:53:12 main:574] : INFO : Epoch 1770 | loss: 0.0312268 | val_loss: 0.0312195 | Time: 2323.12 ms [2022-02-10 12:53:14 main:574] : INFO : Epoch 1771 | loss: 0.0312245 | val_loss: 0.0312194 | Time: 2307.79 ms [2022-02-10 12:53:16 main:574] : INFO : Epoch 1772 | loss: 0.0312234 | val_loss: 0.0312195 | Time: 2339.35 ms [2022-02-10 12:53:19 main:574] : INFO : Epoch 1773 | loss: 0.0312237 | val_loss: 0.0312203 | Time: 2335.04 ms [2022-02-10 12:53:21 main:574] : INFO : Epoch 1774 | loss: 0.0312259 | val_loss: 0.0312208 | Time: 2334.78 ms [2022-02-10 12:53:23 main:574] : INFO : Epoch 1775 | loss: 0.0312249 | val_loss: 0.0312224 | Time: 2297.85 ms [2022-02-10 12:53:26 main:574] : INFO : Epoch 1776 | loss: 0.0312244 | val_loss: 0.0312199 | Time: 2329.36 ms [2022-02-10 12:53:28 main:574] : INFO : Epoch 1777 | loss: 0.0312242 | val_loss: 0.0312231 | Time: 2294.97 ms [2022-02-10 12:53:30 main:574] : INFO : Epoch 1778 | loss: 0.0312258 | val_loss: 0.0312225 | Time: 2308.53 ms [2022-02-10 12:53:32 main:574] : INFO : Epoch 1779 | loss: 0.0312258 | val_loss: 0.03122 | Time: 2332.01 ms [2022-02-10 12:53:35 main:574] : INFO : Epoch 1780 | loss: 0.0312269 | val_loss: 0.0312205 | Time: 2311.79 ms [2022-02-10 12:53:37 main:574] : INFO : Epoch 1781 | loss: 0.0312241 | val_loss: 0.0312192 | Time: 2295.91 ms [2022-02-10 12:53:39 main:574] : INFO : Epoch 1782 | loss: 0.0312245 | val_loss: 0.0312205 | Time: 2305.86 ms [2022-02-10 12:53:42 main:574] : INFO : Epoch 1783 | loss: 0.0312251 | val_loss: 0.0312233 | Time: 2293.6 ms [2022-02-10 12:53:44 main:574] : INFO : Epoch 1784 | loss: 0.0312252 | val_loss: 0.0312203 | Time: 2312.38 ms [2022-02-10 12:53:46 main:574] : INFO : Epoch 1785 | loss: 0.0312272 | val_loss: 0.031228 | Time: 2316.3 ms [2022-02-10 12:53:49 main:574] : INFO : Epoch 1786 | loss: 0.0312251 | val_loss: 0.0312201 | Time: 2292.76 ms [2022-02-10 12:53:51 main:574] : INFO : Epoch 1787 | loss: 0.0312236 | val_loss: 0.0312236 | Time: 2292.22 ms [2022-02-10 12:53:53 main:574] : INFO : Epoch 1788 | loss: 0.0312265 | val_loss: 0.0312347 | Time: 2351.28 ms [2022-02-10 12:53:56 main:574] : INFO : Epoch 1789 | loss: 0.0312294 | val_loss: 0.031222 | Time: 2325.79 ms [2022-02-10 12:53:58 main:574] : INFO : Epoch 1790 | loss: 0.0312262 | val_loss: 0.031221 | Time: 2316.47 ms [2022-02-10 12:54:00 main:574] : INFO : Epoch 1791 | loss: 0.0312247 | val_loss: 0.0312285 | Time: 2314.83 ms [2022-02-10 12:54:03 main:574] : INFO : Epoch 1792 | loss: 0.0312264 | val_loss: 0.0312221 | Time: 2301.15 ms [2022-02-10 12:54:05 main:574] : INFO : Epoch 1793 | loss: 0.0312266 | val_loss: 0.0312197 | Time: 2316.73 ms [2022-02-10 12:54:07 main:574] : INFO : Epoch 1794 | loss: 0.0312244 | val_loss: 0.0312239 | Time: 2323.4 ms [2022-02-10 12:54:10 main:574] : INFO : Epoch 1795 | loss: 0.0312258 | val_loss: 0.0312222 | Time: 2308.72 ms [2022-02-10 12:54:12 main:574] : INFO : Epoch 1796 | loss: 0.0312251 | val_loss: 0.0312242 | Time: 2306.98 ms [2022-02-10 12:54:14 main:574] : INFO : Epoch 1797 | loss: 0.0312269 | val_loss: 0.0312216 | Time: 2317.64 ms [2022-02-10 12:54:16 main:574] : INFO : Epoch 1798 | loss: 0.0312262 | val_loss: 0.0312206 | Time: 2272.27 ms [2022-02-10 12:54:19 main:574] : INFO : Epoch 1799 | loss: 0.0312251 | val_loss: 0.0312224 | Time: 2292.8 ms [2022-02-10 12:54:21 main:574] : INFO : Epoch 1800 | loss: 0.0312244 | val_loss: 0.0312199 | Time: 2324.41 ms [2022-02-10 12:54:23 main:574] : INFO : Epoch 1801 | loss: 0.0312244 | val_loss: 0.0312201 | Time: 2327.32 ms [2022-02-10 12:54:26 main:574] : INFO : Epoch 1802 | loss: 0.0312243 | val_loss: 0.0312203 | Time: 2311.41 ms [2022-02-10 12:54:28 main:574] : INFO : Epoch 1803 | loss: 0.0312251 | val_loss: 0.0312203 | Time: 2339.93 ms [2022-02-10 12:54:30 main:574] : INFO : Epoch 1804 | loss: 0.0312265 | val_loss: 0.0312248 | Time: 2353.04 ms [2022-02-10 12:54:33 main:574] : INFO : Epoch 1805 | loss: 0.0312273 | val_loss: 0.0312338 | Time: 2335.72 ms [2022-02-10 12:54:35 main:574] : INFO : Epoch 1806 | loss: 0.0312288 | val_loss: 0.0312201 | Time: 2303.36 ms [2022-02-10 12:54:37 main:574] : INFO : Epoch 1807 | loss: 0.0312278 | val_loss: 0.0312207 | Time: 2316.39 ms [2022-02-10 12:54:40 main:574] : INFO : Epoch 1808 | loss: 0.0312239 | val_loss: 0.0312206 | Time: 2328.89 ms [2022-02-10 12:54:42 main:574] : INFO : Epoch 1809 | loss: 0.0312258 | val_loss: 0.0312316 | Time: 2308.29 ms [2022-02-10 12:54:44 main:574] : INFO : Epoch 1810 | loss: 0.0312277 | val_loss: 0.0312245 | Time: 2339.09 ms [2022-02-10 12:54:47 main:574] : INFO : Epoch 1811 | loss: 0.0312257 | val_loss: 0.0312341 | Time: 2305.23 ms [2022-02-10 12:54:49 main:574] : INFO : Epoch 1812 | loss: 0.0312261 | val_loss: 0.0312273 | Time: 2340.7 ms [2022-02-10 12:54:51 main:574] : INFO : Epoch 1813 | loss: 0.0312333 | val_loss: 0.0312225 | Time: 2305.28 ms [2022-02-10 12:54:54 main:574] : INFO : Epoch 1814 | loss: 0.0312274 | val_loss: 0.0312272 | Time: 2320.69 ms [2022-02-10 12:54:56 main:574] : INFO : Epoch 1815 | loss: 0.0312262 | val_loss: 0.0312195 | Time: 2290.18 ms [2022-02-10 12:54:58 main:574] : INFO : Epoch 1816 | loss: 0.0312248 | val_loss: 0.0312204 | Time: 2296.1 ms [2022-02-10 12:55:01 main:574] : INFO : Epoch 1817 | loss: 0.0312245 | val_loss: 0.0312191 | Time: 2312.41 ms [2022-02-10 12:55:03 main:574] : INFO : Epoch 1818 | loss: 0.0312247 | val_loss: 0.0312206 | Time: 2311.43 ms [2022-02-10 12:55:05 main:574] : INFO : Epoch 1819 | loss: 0.0312244 | val_loss: 0.0312212 | Time: 2337.47 ms [2022-02-10 12:55:08 main:574] : INFO : Epoch 1820 | loss: 0.0312246 | val_loss: 0.0312199 | Time: 2343.87 ms [2022-02-10 12:55:10 main:574] : INFO : Epoch 1821 | loss: 0.031226 | val_loss: 0.0312244 | Time: 2328.92 ms [2022-02-10 12:55:12 main:574] : INFO : Epoch 1822 | loss: 0.0312241 | val_loss: 0.0312223 | Time: 2313.22 ms [2022-02-10 12:55:15 main:574] : INFO : Epoch 1823 | loss: 0.0312246 | val_loss: 0.0312212 | Time: 2329.81 ms [2022-02-10 12:55:17 main:574] : INFO : Epoch 1824 | loss: 0.0312243 | val_loss: 0.0312206 | Time: 2327.96 ms [2022-02-10 12:55:19 main:574] : INFO : Epoch 1825 | loss: 0.0312236 | val_loss: 0.0312195 | Time: 2324.69 ms [2022-02-10 12:55:21 main:574] : INFO : Epoch 1826 | loss: 0.0312244 | val_loss: 0.0312204 | Time: 2292.13 ms [2022-02-10 12:55:24 main:574] : INFO : Epoch 1827 | loss: 0.0312242 | val_loss: 0.0312197 | Time: 2310.21 ms [2022-02-10 12:55:26 main:574] : INFO : Epoch 1828 | loss: 0.0312244 | val_loss: 0.0312285 | Time: 2322.83 ms [2022-02-10 12:55:28 main:574] : INFO : Epoch 1829 | loss: 0.0312281 | val_loss: 0.03122 | Time: 2330.33 ms [2022-02-10 12:55:31 main:574] : INFO : Epoch 1830 | loss: 0.0312245 | val_loss: 0.0312198 | Time: 2318.62 ms [2022-02-10 12:55:33 main:574] : INFO : Epoch 1831 | loss: 0.0312243 | val_loss: 0.0312202 | Time: 2311.55 ms [2022-02-10 12:55:35 main:574] : INFO : Epoch 1832 | loss: 0.0312265 | val_loss: 0.0312239 | Time: 2347.54 ms [2022-02-10 12:55:38 main:574] : INFO : Epoch 1833 | loss: 0.0312284 | val_loss: 0.0312253 | Time: 2321.48 ms [2022-02-10 12:55:40 main:574] : INFO : Epoch 1834 | loss: 0.0312244 | val_loss: 0.0312205 | Time: 2306.2 ms [2022-02-10 12:55:42 main:574] : INFO : Epoch 1835 | loss: 0.031224 | val_loss: 0.0312205 | Time: 2313.41 ms [2022-02-10 12:55:45 main:574] : INFO : Epoch 1836 | loss: 0.0312247 | val_loss: 0.0312217 | Time: 2329.36 ms [2022-02-10 12:55:47 main:574] : INFO : Epoch 1837 | loss: 0.0312254 | val_loss: 0.0312196 | Time: 2296.77 ms [2022-02-10 12:55:49 main:574] : INFO : Epoch 1838 | loss: 0.0312269 | val_loss: 0.0312221 | Time: 2312.04 ms [2022-02-10 12:55:52 main:574] : INFO : Epoch 1839 | loss: 0.0312268 | val_loss: 0.0312222 | Time: 2305.22 ms [2022-02-10 12:55:54 main:574] : INFO : Epoch 1840 | loss: 0.0312242 | val_loss: 0.0312221 | Time: 2324.85 ms [2022-02-10 12:55:56 main:574] : INFO : Epoch 1841 | loss: 0.031224 | val_loss: 0.0312193 | Time: 2329.14 ms [2022-02-10 12:55:59 main:574] : INFO : Epoch 1842 | loss: 0.0312236 | val_loss: 0.0312202 | Time: 2311.55 ms [2022-02-10 12:56:01 main:574] : INFO : Epoch 1843 | loss: 0.031224 | val_loss: 0.0312196 | Time: 2304.76 ms [2022-02-10 12:56:03 main:574] : INFO : Epoch 1844 | loss: 0.0312258 | val_loss: 0.0312216 | Time: 2311.86 ms [2022-02-10 12:56:06 main:574] : INFO : Epoch 1845 | loss: 0.0312253 | val_loss: 0.0312207 | Time: 2323.68 ms [2022-02-10 12:56:08 main:574] : INFO : Epoch 1846 | loss: 0.0312243 | val_loss: 0.0312196 | Time: 2315.68 ms [2022-02-10 12:56:10 main:574] : INFO : Epoch 1847 | loss: 0.0312263 | val_loss: 0.0312214 | Time: 2333.96 ms [2022-02-10 12:56:13 main:574] : INFO : Epoch 1848 | loss: 0.031225 | val_loss: 0.0312205 | Time: 2316.01 ms [2022-02-10 12:56:15 main:574] : INFO : Epoch 1849 | loss: 0.0312248 | val_loss: 0.0312206 | Time: 2321.12 ms [2022-02-10 12:56:17 main:574] : INFO : Epoch 1850 | loss: 0.0312246 | val_loss: 0.0312193 | Time: 2321.1 ms [2022-02-10 12:56:20 main:574] : INFO : Epoch 1851 | loss: 0.0312244 | val_loss: 0.03122 | Time: 2296.86 ms [2022-02-10 12:56:22 main:574] : INFO : Epoch 1852 | loss: 0.0312245 | val_loss: 0.0312228 | Time: 2301.94 ms [2022-02-10 12:56:24 main:574] : INFO : Epoch 1853 | loss: 0.0312253 | val_loss: 0.0312201 | Time: 2286.43 ms [2022-02-10 12:56:26 main:574] : INFO : Epoch 1854 | loss: 0.0312244 | val_loss: 0.0312201 | Time: 2345.82 ms [2022-02-10 12:56:29 main:574] : INFO : Epoch 1855 | loss: 0.0312251 | val_loss: 0.0312216 | Time: 2327.49 ms [2022-02-10 12:56:31 main:574] : INFO : Epoch 1856 | loss: 0.0312244 | val_loss: 0.031222 | Time: 2328.32 ms [2022-02-10 12:56:33 main:574] : INFO : Epoch 1857 | loss: 0.0312239 | val_loss: 0.0312193 | Time: 2330.39 ms [2022-02-10 12:56:36 main:574] : INFO : Epoch 1858 | loss: 0.0312252 | val_loss: 0.0312196 | Time: 2318.91 ms [2022-02-10 12:56:38 main:574] : INFO : Epoch 1859 | loss: 0.0312245 | val_loss: 0.0312197 | Time: 2300.8 ms [2022-02-10 12:56:40 main:574] : INFO : Epoch 1860 | loss: 0.0312241 | val_loss: 0.0312212 | Time: 2318.23 ms [2022-02-10 12:56:43 main:574] : INFO : Epoch 1861 | loss: 0.0312246 | val_loss: 0.0312195 | Time: 2303.8 ms [2022-02-10 12:56:45 main:574] : INFO : Epoch 1862 | loss: 0.0312239 | val_loss: 0.0312215 | Time: 2297.03 ms [2022-02-10 12:56:47 main:574] : INFO : Epoch 1863 | loss: 0.0312249 | val_loss: 0.0312201 | Time: 2328.01 ms [2022-02-10 12:56:50 main:574] : INFO : Epoch 1864 | loss: 0.0312269 | val_loss: 0.0312217 | Time: 2316.77 ms [2022-02-10 12:56:52 main:574] : INFO : Epoch 1865 | loss: 0.0312245 | val_loss: 0.0312196 | Time: 2285.08 ms [2022-02-10 12:56:54 main:574] : INFO : Epoch 1866 | loss: 0.0312264 | val_loss: 0.0312237 | Time: 2301.86 ms [2022-02-10 12:56:57 main:574] : INFO : Epoch 1867 | loss: 0.0312242 | val_loss: 0.0312204 | Time: 2340.97 ms [2022-02-10 12:56:59 main:574] : INFO : Epoch 1868 | loss: 0.0312275 | val_loss: 0.0312214 | Time: 2308.22 ms [2022-02-10 12:57:01 main:574] : INFO : Epoch 1869 | loss: 0.0312288 | val_loss: 0.0312228 | Time: 2275.72 ms [2022-02-10 12:57:04 main:574] : INFO : Epoch 1870 | loss: 0.0312256 | val_loss: 0.0312237 | Time: 2347.08 ms [2022-02-10 12:57:06 main:574] : INFO : Epoch 1871 | loss: 0.0312272 | val_loss: 0.03122 | Time: 2302.04 ms [2022-02-10 12:57:08 main:574] : INFO : Epoch 1872 | loss: 0.0312265 | val_loss: 0.031221 | Time: 2314.8 ms [2022-02-10 12:57:11 main:574] : INFO : Epoch 1873 | loss: 0.0312258 | val_loss: 0.0312199 | Time: 2357.75 ms [2022-02-10 12:57:13 main:574] : INFO : Epoch 1874 | loss: 0.031225 | val_loss: 0.0312223 | Time: 2332.9 ms [2022-02-10 12:57:15 main:574] : INFO : Epoch 1875 | loss: 0.031225 | val_loss: 0.031224 | Time: 2303.73 ms [2022-02-10 12:57:18 main:574] : INFO : Epoch 1876 | loss: 0.0312244 | val_loss: 0.0312201 | Time: 2325.19 ms [2022-02-10 12:57:20 main:574] : INFO : Epoch 1877 | loss: 0.0312234 | val_loss: 0.0312196 | Time: 2306.76 ms [2022-02-10 12:57:22 main:574] : INFO : Epoch 1878 | loss: 0.031224 | val_loss: 0.0312192 | Time: 2307.79 ms [2022-02-10 12:57:24 main:574] : INFO : Epoch 1879 | loss: 0.0312242 | val_loss: 0.0312261 | Time: 2273.59 ms [2022-02-10 12:57:27 main:574] : INFO : Epoch 1880 | loss: 0.0312252 | val_loss: 0.0312193 | Time: 2320.16 ms [2022-02-10 12:57:29 main:574] : INFO : Epoch 1881 | loss: 0.0312235 | val_loss: 0.0312194 | Time: 2314.38 ms [2022-02-10 12:57:31 main:574] : INFO : Epoch 1882 | loss: 0.0312243 | val_loss: 0.0312195 | Time: 2323.16 ms [2022-02-10 12:57:34 main:574] : INFO : Epoch 1883 | loss: 0.0312247 | val_loss: 0.0312228 | Time: 2305.68 ms [2022-02-10 12:57:36 main:574] : INFO : Epoch 1884 | loss: 0.031225 | val_loss: 0.0312198 | Time: 2331.84 ms [2022-02-10 12:57:38 main:574] : INFO : Epoch 1885 | loss: 0.0312246 | val_loss: 0.0312206 | Time: 2282.16 ms [2022-02-10 12:57:41 main:574] : INFO : Epoch 1886 | loss: 0.0312254 | val_loss: 0.0312229 | Time: 2292.21 ms [2022-02-10 12:57:43 main:574] : INFO : Epoch 1887 | loss: 0.0312238 | val_loss: 0.0312192 | Time: 2337.75 ms [2022-02-10 12:57:45 main:574] : INFO : Epoch 1888 | loss: 0.0312244 | val_loss: 0.0312202 | Time: 2372.57 ms [2022-02-10 12:57:48 main:574] : INFO : Epoch 1889 | loss: 0.0312234 | val_loss: 0.0312208 | Time: 2303.69 ms [2022-02-10 12:57:50 main:574] : INFO : Epoch 1890 | loss: 0.0312242 | val_loss: 0.0312196 | Time: 2291.05 ms [2022-02-10 12:57:52 main:574] : INFO : Epoch 1891 | loss: 0.0312244 | val_loss: 0.0312227 | Time: 2301.48 ms [2022-02-10 12:57:55 main:574] : INFO : Epoch 1892 | loss: 0.0312284 | val_loss: 0.0312253 | Time: 2328.74 ms [2022-02-10 12:57:57 main:574] : INFO : Epoch 1893 | loss: 0.0312267 | val_loss: 0.0312211 | Time: 2321.5 ms [2022-02-10 12:57:59 main:574] : INFO : Epoch 1894 | loss: 0.0312248 | val_loss: 0.031221 | Time: 2295.81 ms [2022-02-10 12:58:01 main:574] : INFO : Epoch 1895 | loss: 0.0312248 | val_loss: 0.0312197 | Time: 2308.41 ms [2022-02-10 12:58:04 main:574] : INFO : Epoch 1896 | loss: 0.0312241 | val_loss: 0.0312199 | Time: 2307.3 ms [2022-02-10 12:58:06 main:574] : INFO : Epoch 1897 | loss: 0.0312236 | val_loss: 0.0312192 | Time: 2337.43 ms [2022-02-10 12:58:08 main:574] : INFO : Epoch 1898 | loss: 0.0312239 | val_loss: 0.0312199 | Time: 2276.72 ms [2022-02-10 12:58:11 main:574] : INFO : Epoch 1899 | loss: 0.0312288 | val_loss: 0.0312376 | Time: 2294.24 ms [2022-02-10 12:58:13 main:574] : INFO : Epoch 1900 | loss: 0.0312283 | val_loss: 0.0312212 | Time: 2304.06 ms [2022-02-10 12:58:15 main:574] : INFO : Epoch 1901 | loss: 0.0312332 | val_loss: 0.0312421 | Time: 2334.96 ms [2022-02-10 12:58:18 main:574] : INFO : Epoch 1902 | loss: 0.0345248 | val_loss: 0.0395823 | Time: 2312.44 ms [2022-02-10 12:58:20 main:574] : INFO : Epoch 1903 | loss: 0.0334786 | val_loss: 0.0316603 | Time: 2334.69 ms [2022-02-10 12:58:22 main:574] : INFO : Epoch 1904 | loss: 0.0315168 | val_loss: 0.0313073 | Time: 2333.3 ms [2022-02-10 12:58:25 main:574] : INFO : Epoch 1905 | loss: 0.0312849 | val_loss: 0.0312633 | Time: 2293.29 ms [2022-02-10 12:58:27 main:574] : INFO : Epoch 1906 | loss: 0.0312555 | val_loss: 0.0312521 | Time: 2339.94 ms [2022-02-10 12:58:29 main:574] : INFO : Epoch 1907 | loss: 0.0312497 | val_loss: 0.0312479 | Time: 2314.44 ms [2022-02-10 12:58:32 main:574] : INFO : Epoch 1908 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 2287.77 ms [2022-02-10 12:58:34 main:574] : INFO : Epoch 1909 | loss: 0.031246 | val_loss: 0.0312445 | Time: 2276.09 ms [2022-02-10 12:58:36 main:574] : INFO : Epoch 1910 | loss: 0.0312445 | val_loss: 0.0312428 | Time: 2314.18 ms [2022-02-10 12:58:38 main:574] : INFO : Epoch 1911 | loss: 0.0312429 | val_loss: 0.031241 | Time: 2312.83 ms [2022-02-10 12:58:41 main:574] : INFO : Epoch 1912 | loss: 0.0312413 | val_loss: 0.031239 | Time: 2309.85 ms [2022-02-10 12:58:43 main:574] : INFO : Epoch 1913 | loss: 0.0312394 | val_loss: 0.0312366 | Time: 2295.7 ms [2022-02-10 12:58:45 main:574] : INFO : Epoch 1914 | loss: 0.0312372 | val_loss: 0.031234 | Time: 2332.36 ms [2022-02-10 12:58:48 main:574] : INFO : Epoch 1915 | loss: 0.0312347 | val_loss: 0.0312313 | Time: 2311.66 ms [2022-02-10 12:58:50 main:574] : INFO : Epoch 1916 | loss: 0.031233 | val_loss: 0.0312287 | Time: 2285.93 ms [2022-02-10 12:58:52 main:574] : INFO : Epoch 1917 | loss: 0.0312304 | val_loss: 0.0312267 | Time: 2322.23 ms [2022-02-10 12:58:55 main:574] : INFO : Epoch 1918 | loss: 0.0312287 | val_loss: 0.0312239 | Time: 2343.77 ms [2022-02-10 12:58:57 main:574] : INFO : Epoch 1919 | loss: 0.0312274 | val_loss: 0.0312229 | Time: 2326.8 ms [2022-02-10 12:58:59 main:574] : INFO : Epoch 1920 | loss: 0.0312263 | val_loss: 0.0312221 | Time: 2308.84 ms [2022-02-10 12:59:02 main:574] : INFO : Epoch 1921 | loss: 0.0312256 | val_loss: 0.0312211 | Time: 2309.81 ms [2022-02-10 12:59:04 main:574] : INFO : Epoch 1922 | loss: 0.0312257 | val_loss: 0.0312218 | Time: 2300.43 ms [2022-02-10 12:59:06 main:574] : INFO : Epoch 1923 | loss: 0.031226 | val_loss: 0.0312208 | Time: 2295.91 ms [2022-02-10 12:59:09 main:574] : INFO : Epoch 1924 | loss: 0.0312251 | val_loss: 0.0312234 | Time: 2294.59 ms [2022-02-10 12:59:11 main:574] : INFO : Epoch 1925 | loss: 0.0312263 | val_loss: 0.0312206 | Time: 2303.37 ms [2022-02-10 12:59:13 main:574] : INFO : Epoch 1926 | loss: 0.0312247 | val_loss: 0.0312207 | Time: 2327.82 ms [2022-02-10 12:59:15 main:574] : INFO : Epoch 1927 | loss: 0.0312248 | val_loss: 0.0312209 | Time: 2291.76 ms [2022-02-10 12:59:18 main:574] : INFO : Epoch 1928 | loss: 0.0312255 | val_loss: 0.0312259 | Time: 2329.14 ms [2022-02-10 12:59:20 main:574] : INFO : Epoch 1929 | loss: 0.0312262 | val_loss: 0.0312214 | Time: 2357.47 ms [2022-02-10 12:59:23 main:574] : INFO : Epoch 1930 | loss: 0.0312249 | val_loss: 0.0312211 | Time: 2319.36 ms [2022-02-10 12:59:25 main:574] : INFO : Epoch 1931 | loss: 0.0312248 | val_loss: 0.0312204 | Time: 2310.62 ms [2022-02-10 12:59:27 main:574] : INFO : Epoch 1932 | loss: 0.0312247 | val_loss: 0.0312203 | Time: 2290.33 ms [2022-02-10 12:59:29 main:574] : INFO : Epoch 1933 | loss: 0.0312249 | val_loss: 0.0312203 | Time: 2311.39 ms [2022-02-10 12:59:32 main:574] : INFO : Epoch 1934 | loss: 0.0312245 | val_loss: 0.0312202 | Time: 2279.57 ms [2022-02-10 12:59:34 main:574] : INFO : Epoch 1935 | loss: 0.0312247 | val_loss: 0.031221 | Time: 2297.82 ms [2022-02-10 12:59:36 main:574] : INFO : Epoch 1936 | loss: 0.0312246 | val_loss: 0.0312201 | Time: 2303.42 ms [2022-02-10 12:59:39 main:574] : INFO : Epoch 1937 | loss: 0.0312244 | val_loss: 0.0312208 | Time: 2297.58 ms [2022-02-10 12:59:41 main:574] : INFO : Epoch 1938 | loss: 0.0312248 | val_loss: 0.0312201 | Time: 2301.31 ms [2022-02-10 12:59:43 main:574] : INFO : Epoch 1939 | loss: 0.0312252 | val_loss: 0.0312203 | Time: 2294.02 ms [2022-02-10 12:59:46 main:574] : INFO : Epoch 1940 | loss: 0.0312245 | val_loss: 0.0312206 | Time: 2342.07 ms [2022-02-10 12:59:48 main:574] : INFO : Epoch 1941 | loss: 0.0312245 | val_loss: 0.0312201 | Time: 2319.63 ms [2022-02-10 12:59:50 main:574] : INFO : Epoch 1942 | loss: 0.0312247 | val_loss: 0.0312209 | Time: 2310.88 ms [2022-02-10 12:59:53 main:574] : INFO : Epoch 1943 | loss: 0.031226 | val_loss: 0.0312217 | Time: 2328.6 ms [2022-02-10 12:59:55 main:574] : INFO : Epoch 1944 | loss: 0.0312259 | val_loss: 0.0312214 | Time: 2298.73 ms [2022-02-10 12:59:57 main:574] : INFO : Epoch 1945 | loss: 0.031225 | val_loss: 0.0312205 | Time: 2306.74 ms [2022-02-10 12:59:59 main:574] : INFO : Epoch 1946 | loss: 0.0312259 | val_loss: 0.0312236 | Time: 2298.16 ms [2022-02-10 13:00:02 main:574] : INFO : Epoch 1947 | loss: 0.0312252 | val_loss: 0.0312212 | Time: 2279.61 ms [2022-02-10 13:00:04 main:574] : INFO : Epoch 1948 | loss: 0.031226 | val_loss: 0.0312207 | Time: 2285.22 ms [2022-02-10 13:00:06 main:574] : INFO : Epoch 1949 | loss: 0.0312267 | val_loss: 0.0312209 | Time: 2306.58 ms [2022-02-10 13:00:09 main:574] : INFO : Epoch 1950 | loss: 0.0312266 | val_loss: 0.0312201 | Time: 2301.08 ms [2022-02-10 13:00:11 main:574] : INFO : Epoch 1951 | loss: 0.031225 | val_loss: 0.0312217 | Time: 2325.35 ms [2022-02-10 13:00:13 main:574] : INFO : Epoch 1952 | loss: 0.0312251 | val_loss: 0.0312204 | Time: 2283.95 ms [2022-02-10 13:00:16 main:574] : INFO : Epoch 1953 | loss: 0.0312256 | val_loss: 0.0312202 | Time: 2290.72 ms [2022-02-10 13:00:18 main:574] : INFO : Epoch 1954 | loss: 0.0312248 | val_loss: 0.0312219 | Time: 2309.9 ms [2022-02-10 13:00:20 main:574] : INFO : Epoch 1955 | loss: 0.0312245 | val_loss: 0.0312199 | Time: 2301.91 ms [2022-02-10 13:00:23 main:574] : INFO : Epoch 1956 | loss: 0.0312243 | val_loss: 0.0312201 | Time: 2311.24 ms [2022-02-10 13:00:25 main:574] : INFO : Epoch 1957 | loss: 0.0312243 | val_loss: 0.0312199 | Time: 2312.82 ms [2022-02-10 13:00:27 main:574] : INFO : Epoch 1958 | loss: 0.0312239 | val_loss: 0.0312202 | Time: 2309.46 ms [2022-02-10 13:00:29 main:574] : INFO : Epoch 1959 | loss: 0.031224 | val_loss: 0.0312203 | Time: 2325.12 ms [2022-02-10 13:00:32 main:574] : INFO : Epoch 1960 | loss: 0.0312243 | val_loss: 0.031221 | Time: 2311.87 ms [2022-02-10 13:00:34 main:574] : INFO : Epoch 1961 | loss: 0.0312248 | val_loss: 0.0312201 | Time: 2349.71 ms [2022-02-10 13:00:36 main:574] : INFO : Epoch 1962 | loss: 0.0312247 | val_loss: 0.0312214 | Time: 2321.17 ms [2022-02-10 13:00:39 main:574] : INFO : Epoch 1963 | loss: 0.0312242 | val_loss: 0.03122 | Time: 2294.09 ms [2022-02-10 13:00:41 main:574] : INFO : Epoch 1964 | loss: 0.0312253 | val_loss: 0.0312202 | Time: 2332.7 ms [2022-02-10 13:00:43 main:574] : INFO : Epoch 1965 | loss: 0.0312248 | val_loss: 0.0312201 | Time: 2269.37 ms [2022-02-10 13:00:46 main:574] : INFO : Epoch 1966 | loss: 0.031224 | val_loss: 0.0312199 | Time: 2309.91 ms [2022-02-10 13:00:48 main:574] : INFO : Epoch 1967 | loss: 0.0312242 | val_loss: 0.031222 | Time: 2353.9 ms [2022-02-10 13:00:50 main:574] : INFO : Epoch 1968 | loss: 0.0312256 | val_loss: 0.0312206 | Time: 2313.39 ms [2022-02-10 13:00:53 main:574] : INFO : Epoch 1969 | loss: 0.0312245 | val_loss: 0.0312198 | Time: 2333.52 ms [2022-02-10 13:00:55 main:574] : INFO : Epoch 1970 | loss: 0.0312245 | val_loss: 0.0312198 | Time: 2316.05 ms [2022-02-10 13:00:57 main:574] : INFO : Epoch 1971 | loss: 0.0312249 | val_loss: 0.0312198 | Time: 2294.07 ms [2022-02-10 13:01:00 main:574] : INFO : Epoch 1972 | loss: 0.0312249 | val_loss: 0.0312199 | Time: 2311.17 ms [2022-02-10 13:01:02 main:574] : INFO : Epoch 1973 | loss: 0.0312242 | val_loss: 0.0312198 | Time: 2344.1 ms [2022-02-10 13:01:04 main:574] : INFO : Epoch 1974 | loss: 0.0312237 | val_loss: 0.0312195 | Time: 2275.02 ms [2022-02-10 13:01:07 main:574] : INFO : Epoch 1975 | loss: 0.0312251 | val_loss: 0.0312203 | Time: 2325.63 ms [2022-02-10 13:01:09 main:574] : INFO : Epoch 1976 | loss: 0.0312241 | val_loss: 0.03122 | Time: 2310.51 ms [2022-02-10 13:01:11 main:574] : INFO : Epoch 1977 | loss: 0.0312243 | val_loss: 0.0312199 | Time: 2285.52 ms [2022-02-10 13:01:14 main:574] : INFO : Epoch 1978 | loss: 0.0312239 | val_loss: 0.0312198 | Time: 2323.72 ms [2022-02-10 13:01:16 main:574] : INFO : Epoch 1979 | loss: 0.031225 | val_loss: 0.0312199 | Time: 2327.95 ms [2022-02-10 13:01:18 main:574] : INFO : Epoch 1980 | loss: 0.0312247 | val_loss: 0.0312197 | Time: 2337.65 ms [2022-02-10 13:01:21 main:574] : INFO : Epoch 1981 | loss: 0.0312261 | val_loss: 0.0312218 | Time: 2337.41 ms [2022-02-10 13:01:23 main:574] : INFO : Epoch 1982 | loss: 0.0312249 | val_loss: 0.0312228 | Time: 2333.67 ms [2022-02-10 13:01:25 main:574] : INFO : Epoch 1983 | loss: 0.0312251 | val_loss: 0.0312199 | Time: 2301.75 ms [2022-02-10 13:01:27 main:574] : INFO : Epoch 1984 | loss: 0.0312247 | val_loss: 0.0312199 | Time: 2316.12 ms [2022-02-10 13:01:30 main:574] : INFO : Epoch 1985 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 2304.28 ms [2022-02-10 13:01:32 main:574] : INFO : Epoch 1986 | loss: 0.0312257 | val_loss: 0.0312196 | Time: 2310.46 ms [2022-02-10 13:01:34 main:574] : INFO : Epoch 1987 | loss: 0.0312241 | val_loss: 0.03122 | Time: 2252.98 ms [2022-02-10 13:01:37 main:574] : INFO : Epoch 1988 | loss: 0.031224 | val_loss: 0.03122 | Time: 2282.01 ms [2022-02-10 13:01:39 main:574] : INFO : Epoch 1989 | loss: 0.0312245 | val_loss: 0.0312198 | Time: 2323.93 ms [2022-02-10 13:01:41 main:574] : INFO : Epoch 1990 | loss: 0.031224 | val_loss: 0.0312205 | Time: 2323 ms [2022-02-10 13:01:44 main:574] : INFO : Epoch 1991 | loss: 0.0312257 | val_loss: 0.0312208 | Time: 2312.48 ms [2022-02-10 13:01:46 main:574] : INFO : Epoch 1992 | loss: 0.031225 | val_loss: 0.0312208 | Time: 2290.23 ms [2022-02-10 13:01:48 main:574] : INFO : Epoch 1993 | loss: 0.0312247 | val_loss: 0.0312207 | Time: 2317.5 ms [2022-02-10 13:01:51 main:574] : INFO : Epoch 1994 | loss: 0.0312242 | val_loss: 0.0312203 | Time: 2285.94 ms [2022-02-10 13:01:53 main:574] : INFO : Epoch 1995 | loss: 0.0312254 | val_loss: 0.0312198 | Time: 2306.32 ms [2022-02-10 13:01:55 main:574] : INFO : Epoch 1996 | loss: 0.031224 | val_loss: 0.0312207 | Time: 2337.85 ms [2022-02-10 13:01:58 main:574] : INFO : Epoch 1997 | loss: 0.0312239 | val_loss: 0.0312196 | Time: 2335.45 ms [2022-02-10 13:02:00 main:574] : INFO : Epoch 1998 | loss: 0.0312252 | val_loss: 0.0312206 | Time: 2341.9 ms [2022-02-10 13:02:02 main:574] : INFO : Epoch 1999 | loss: 0.0312244 | val_loss: 0.0312222 | Time: 2302.38 ms [2022-02-10 13:02:05 main:574] : INFO : Epoch 2000 | loss: 0.031225 | val_loss: 0.0312205 | Time: 2341.46 ms [2022-02-10 13:02:07 main:574] : INFO : Epoch 2001 | loss: 0.0312247 | val_loss: 0.0312302 | Time: 2290.58 ms [2022-02-10 13:02:09 main:574] : INFO : Epoch 2002 | loss: 0.0312255 | val_loss: 0.0312198 | Time: 2347.35 ms [2022-02-10 13:02:11 main:574] : INFO : Epoch 2003 | loss: 0.0312246 | val_loss: 0.0312198 | Time: 2312.25 ms [2022-02-10 13:02:14 main:574] : INFO : Epoch 2004 | loss: 0.0312243 | val_loss: 0.0312212 | Time: 2331.63 ms [2022-02-10 13:02:16 main:574] : INFO : Epoch 2005 | loss: 0.0312251 | val_loss: 0.0312202 | Time: 2315.33 ms [2022-02-10 13:02:18 main:574] : INFO : Epoch 2006 | loss: 0.0312246 | val_loss: 0.0312211 | Time: 2330.88 ms [2022-02-10 13:02:21 main:574] : INFO : Epoch 2007 | loss: 0.0312245 | val_loss: 0.0312213 | Time: 2310.7 ms [2022-02-10 13:02:23 main:574] : INFO : Epoch 2008 | loss: 0.031227 | val_loss: 0.0312221 | Time: 2290.95 ms [2022-02-10 13:02:25 main:574] : INFO : Epoch 2009 | loss: 0.0312252 | val_loss: 0.031221 | Time: 2335.53 ms [2022-02-10 13:02:28 main:574] : INFO : Epoch 2010 | loss: 0.0312245 | val_loss: 0.0312241 | Time: 2338.15 ms [2022-02-10 13:02:30 main:574] : INFO : Epoch 2011 | loss: 0.0312258 | val_loss: 0.031221 | Time: 2338.33 ms [2022-02-10 13:02:32 main:574] : INFO : Epoch 2012 | loss: 0.031225 | val_loss: 0.0312218 | Time: 2348.75 ms [2022-02-10 13:02:35 main:574] : INFO : Epoch 2013 | loss: 0.0312249 | val_loss: 0.0312206 | Time: 2307.86 ms [2022-02-10 13:02:37 main:574] : INFO : Epoch 2014 | loss: 0.0312245 | val_loss: 0.0312196 | Time: 2319.76 ms [2022-02-10 13:02:39 main:574] : INFO : Epoch 2015 | loss: 0.0312238 | val_loss: 0.0312196 | Time: 2286.64 ms [2022-02-10 13:02:42 main:574] : INFO : Epoch 2016 | loss: 0.0312241 | val_loss: 0.03122 | Time: 2291.02 ms [2022-02-10 13:02:44 main:574] : INFO : Epoch 2017 | loss: 0.0312236 | val_loss: 0.0312197 | Time: 2299.94 ms [2022-02-10 13:02:46 main:574] : INFO : Epoch 2018 | loss: 0.0312239 | val_loss: 0.0312223 | Time: 2351.73 ms [2022-02-10 13:02:49 main:574] : INFO : Epoch 2019 | loss: 0.0312237 | val_loss: 0.0312198 | Time: 2335.98 ms [2022-02-10 13:02:51 main:574] : INFO : Epoch 2020 | loss: 0.0312247 | val_loss: 0.0312212 | Time: 2313.41 ms [2022-02-10 13:02:53 main:574] : INFO : Epoch 2021 | loss: 0.0312246 | val_loss: 0.0312205 | Time: 2313.46 ms [2022-02-10 13:02:56 main:574] : INFO : Epoch 2022 | loss: 0.0312237 | val_loss: 0.0312198 | Time: 2330.11 ms [2022-02-10 13:02:58 main:574] : INFO : Epoch 2023 | loss: 0.0312236 | val_loss: 0.0312197 | Time: 2277.61 ms [2022-02-10 13:03:00 main:574] : INFO : Epoch 2024 | loss: 0.0312248 | val_loss: 0.0312238 | Time: 2331.28 ms [2022-02-10 13:03:03 main:574] : INFO : Epoch 2025 | loss: 0.0312252 | val_loss: 0.0312196 | Time: 2329.34 ms [2022-02-10 13:03:05 main:574] : INFO : Epoch 2026 | loss: 0.0312254 | val_loss: 0.0312204 | Time: 2303.28 ms [2022-02-10 13:03:07 main:574] : INFO : Epoch 2027 | loss: 0.031224 | val_loss: 0.0312195 | Time: 2284.25 ms [2022-02-10 13:03:09 main:574] : INFO : Epoch 2028 | loss: 0.0312244 | val_loss: 0.0312196 | Time: 2284.28 ms [2022-02-10 13:03:12 main:574] : INFO : Epoch 2029 | loss: 0.0312252 | val_loss: 0.0312204 | Time: 2292.65 ms [2022-02-10 13:03:14 main:574] : INFO : Epoch 2030 | loss: 0.0312238 | val_loss: 0.03122 | Time: 2324.08 ms [2022-02-10 13:03:16 main:574] : INFO : Epoch 2031 | loss: 0.0312246 | val_loss: 0.0312198 | Time: 2302.93 ms [2022-02-10 13:03:19 main:574] : INFO : Epoch 2032 | loss: 0.0312241 | val_loss: 0.0312221 | Time: 2329.69 ms [2022-02-10 13:03:21 main:574] : INFO : Epoch 2033 | loss: 0.0312244 | val_loss: 0.0312202 | Time: 2311.68 ms [2022-02-10 13:03:23 main:574] : INFO : Epoch 2034 | loss: 0.0312237 | val_loss: 0.0312198 | Time: 2330.54 ms [2022-02-10 13:03:26 main:574] : INFO : Epoch 2035 | loss: 0.0312235 | val_loss: 0.0312204 | Time: 2339.81 ms [2022-02-10 13:03:28 main:574] : INFO : Epoch 2036 | loss: 0.0312251 | val_loss: 0.0312228 | Time: 2300.81 ms [2022-02-10 13:03:30 main:574] : INFO : Epoch 2037 | loss: 0.0312243 | val_loss: 0.0312197 | Time: 2308.29 ms [2022-02-10 13:03:33 main:574] : INFO : Epoch 2038 | loss: 0.0312236 | val_loss: 0.0312201 | Time: 2291.6 ms [2022-02-10 13:03:35 main:574] : INFO : Epoch 2039 | loss: 0.031224 | val_loss: 0.0312205 | Time: 2305.2 ms [2022-02-10 13:03:37 main:574] : INFO : Epoch 2040 | loss: 0.0312246 | val_loss: 0.0312207 | Time: 2329.73 ms [2022-02-10 13:03:40 main:574] : INFO : Epoch 2041 | loss: 0.0312247 | val_loss: 0.0312221 | Time: 2305.29 ms [2022-02-10 13:03:42 main:574] : INFO : Epoch 2042 | loss: 0.031226 | val_loss: 0.0312197 | Time: 2339.93 ms [2022-02-10 13:03:44 main:574] : INFO : Epoch 2043 | loss: 0.0312265 | val_loss: 0.0312199 | Time: 2303.75 ms [2022-02-10 13:03:47 main:574] : INFO : Epoch 2044 | loss: 0.0312261 | val_loss: 0.0312215 | Time: 2323.86 ms [2022-02-10 13:03:49 main:574] : INFO : Epoch 2045 | loss: 0.0312244 | val_loss: 0.0312208 | Time: 2289.32 ms [2022-02-10 13:03:51 main:574] : INFO : Epoch 2046 | loss: 0.0312244 | val_loss: 0.0312202 | Time: 2303.25 ms [2022-02-10 13:03:53 main:574] : INFO : Epoch 2047 | loss: 0.031224 | val_loss: 0.0312197 | Time: 2189.75 ms [2022-02-10 13:03:55 main:574] : INFO : Epoch 2048 | loss: 0.0312241 | val_loss: 0.0312197 | Time: 1546.61 ms [2022-02-10 13:03:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312197 [2022-02-10 13:03:55 main:603] : INFO : Saving end state to config to file [2022-02-10 13:03:55 main:608] : INFO : Success, exiting.. 13:03:55 (4928): 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)