Task 4352160
| Name | ParityModified-1612735144-27931-2_0 |
| Workunit | 2420340 |
| Created | 8 Mar 2021, 17:30:49 UTC |
| Sent | 17 Mar 2021, 16:27:46 UTC |
| Report deadline | 24 Mar 2021, 16:27:46 UTC |
| Received | 18 Mar 2021, 0:05:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 1 hours 18 min 39 sec |
| CPU time | 1 hours 16 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 021-03-18 00:46:19 main:574] : INFO : Epoch 1542 | loss: 0.0312339 | val_loss: 0.0312313 | Time: 2304.41 ms [2021-03-18 00:46:21 main:574] : INFO : Epoch 1543 | loss: 0.0312321 | val_loss: 0.0312304 | Time: 2293.75 ms [2021-03-18 00:46:24 main:574] : INFO : Epoch 1544 | loss: 0.0312315 | val_loss: 0.0312302 | Time: 2290.03 ms [2021-03-18 00:46:26 main:574] : INFO : Epoch 1545 | loss: 0.0312326 | val_loss: 0.0312333 | Time: 2313.89 ms [2021-03-18 00:46:28 main:574] : INFO : Epoch 1546 | loss: 0.0312328 | val_loss: 0.0312311 | Time: 2266.23 ms [2021-03-18 00:46:31 main:574] : INFO : Epoch 1547 | loss: 0.0312343 | val_loss: 0.031236 | Time: 2301 ms [2021-03-18 00:46:33 main:574] : INFO : Epoch 1548 | loss: 0.0312348 | val_loss: 0.0312307 | Time: 2293.29 ms [2021-03-18 00:46:35 main:574] : INFO : Epoch 1549 | loss: 0.0312314 | val_loss: 0.0312309 | Time: 2276.02 ms [2021-03-18 00:46:38 main:574] : INFO : Epoch 1550 | loss: 0.0312327 | val_loss: 0.0312321 | Time: 2457.73 ms [2021-03-18 00:46:40 main:574] : INFO : Epoch 1551 | loss: 0.0312315 | val_loss: 0.0312306 | Time: 2452.38 ms [2021-03-18 00:46:42 main:574] : INFO : Epoch 1552 | loss: 0.0312319 | val_loss: 0.0312313 | Time: 2284.52 ms [2021-03-18 00:46:45 main:574] : INFO : Epoch 1553 | loss: 0.0312314 | val_loss: 0.03123 | Time: 2306.58 ms [2021-03-18 00:46:47 main:574] : INFO : Epoch 1554 | loss: 0.0312327 | val_loss: 0.0312318 | Time: 2310.48 ms [2021-03-18 00:46:49 main:574] : INFO : Epoch 1555 | loss: 0.0312329 | val_loss: 0.0312324 | Time: 2271.64 ms [2021-03-18 00:46:52 main:574] : INFO : Epoch 1556 | loss: 0.0312323 | val_loss: 0.0312312 | Time: 2271.76 ms [2021-03-18 00:46:54 main:574] : INFO : Epoch 1557 | loss: 0.031232 | val_loss: 0.0312304 | Time: 2279.86 ms [2021-03-18 00:46:56 main:574] : INFO : Epoch 1558 | loss: 0.0312311 | val_loss: 0.0312302 | Time: 2269.85 ms [2021-03-18 00:46:59 main:574] : INFO : Epoch 1559 | loss: 0.0312309 | val_loss: 0.0312307 | Time: 2300.64 ms [2021-03-18 00:47:01 main:574] : INFO : Epoch 1560 | loss: 0.0312313 | val_loss: 0.0312335 | Time: 2403.44 ms [2021-03-18 00:47:03 main:574] : INFO : Epoch 1561 | loss: 0.0312353 | val_loss: 0.0312323 | Time: 2303.36 ms [2021-03-18 00:47:06 main:574] : INFO : Epoch 1562 | loss: 0.0312339 | val_loss: 0.0312305 | Time: 2314.73 ms [2021-03-18 00:47:08 main:574] : INFO : Epoch 1563 | loss: 0.0312334 | val_loss: 0.0312322 | Time: 2187.06 ms [2021-03-18 00:47:10 main:574] : INFO : Epoch 1564 | loss: 0.0312328 | val_loss: 0.031233 | Time: 2182.24 ms [2021-03-18 00:47:12 main:574] : INFO : Epoch 1565 | loss: 0.0312361 | val_loss: 0.0312339 | Time: 2221.48 ms [2021-03-18 00:47:15 main:574] : INFO : Epoch 1566 | loss: 0.0312373 | val_loss: 0.0312336 | Time: 2201.73 ms [2021-03-18 00:47:17 main:574] : INFO : Epoch 1567 | loss: 0.0312327 | val_loss: 0.031231 | Time: 2203.37 ms [2021-03-18 00:47:19 main:574] : INFO : Epoch 1568 | loss: 0.0312336 | val_loss: 0.0312375 | Time: 2210.63 ms [2021-03-18 00:47:21 main:574] : INFO : Epoch 1569 | loss: 0.031234 | val_loss: 0.0312339 | Time: 2197.21 ms [2021-03-18 00:47:24 main:574] : INFO : Epoch 1570 | loss: 0.0312331 | val_loss: 0.0312314 | Time: 2378.54 ms [2021-03-18 00:47:26 main:574] : INFO : Epoch 1571 | loss: 0.031232 | val_loss: 0.0312313 | Time: 2343.11 ms [2021-03-18 00:47:28 main:574] : INFO : Epoch 1572 | loss: 0.0312322 | val_loss: 0.0312323 | Time: 2230.65 ms [2021-03-18 00:47:30 main:574] : INFO : Epoch 1573 | loss: 0.0312321 | val_loss: 0.03123 | Time: 2198.76 ms [2021-03-18 00:47:33 main:574] : INFO : Epoch 1574 | loss: 0.0312313 | val_loss: 0.0312308 | Time: 2184.34 ms [2021-03-18 00:47:35 main:574] : INFO : Epoch 1575 | loss: 0.0312313 | val_loss: 0.0312303 | Time: 2188.85 ms [2021-03-18 00:47:37 main:574] : INFO : Epoch 1576 | loss: 0.0312315 | val_loss: 0.0312323 | Time: 2205.22 ms [2021-03-18 00:47:39 main:574] : INFO : Epoch 1577 | loss: 0.0312322 | val_loss: 0.0312309 | Time: 2198.19 ms [2021-03-18 00:47:41 main:574] : INFO : Epoch 1578 | loss: 0.0312329 | val_loss: 0.0312304 | Time: 2240.72 ms [2021-03-18 00:47:44 main:574] : INFO : Epoch 1579 | loss: 0.0312321 | val_loss: 0.0312339 | Time: 2211.63 ms [2021-03-18 00:47:46 main:574] : INFO : Epoch 1580 | loss: 0.0312327 | val_loss: 0.0312301 | Time: 2200.06 ms [2021-03-18 00:47:48 main:574] : INFO : Epoch 1581 | loss: 0.0312313 | val_loss: 0.03123 | Time: 2241.98 ms [2021-03-18 00:47:50 main:574] : INFO : Epoch 1582 | loss: 0.0312314 | val_loss: 0.0312304 | Time: 2200.62 ms [2021-03-18 00:47:53 main:574] : INFO : Epoch 1583 | loss: 0.0312316 | val_loss: 0.0312302 | Time: 2227.11 ms [2021-03-18 00:47:55 main:574] : INFO : Epoch 1584 | loss: 0.0312318 | val_loss: 0.0312329 | Time: 2325.54 ms [2021-03-18 00:47:58 main:574] : INFO : Epoch 1585 | loss: 0.0312334 | val_loss: 0.031232 | Time: 2465.69 ms [2021-03-18 00:48:00 main:574] : INFO : Epoch 1586 | loss: 0.0312316 | val_loss: 0.0312304 | Time: 2412.2 ms [2021-03-18 00:48:02 main:574] : INFO : Epoch 1587 | loss: 0.0312325 | val_loss: 0.0312306 | Time: 2347.53 ms [2021-03-18 00:48:05 main:574] : INFO : Epoch 1588 | loss: 0.0312325 | val_loss: 0.0312302 | Time: 2300.75 ms [2021-03-18 00:48:07 main:574] : INFO : Epoch 1589 | loss: 0.0312312 | val_loss: 0.0312301 | Time: 2243.65 ms [2021-03-18 00:48:09 main:574] : INFO : Epoch 1590 | loss: 0.0312313 | val_loss: 0.0312309 | Time: 2431.25 ms [2021-03-18 00:48:12 main:574] : INFO : Epoch 1591 | loss: 0.0312321 | val_loss: 0.03123 | Time: 2363.24 ms [2021-03-18 00:48:14 main:574] : INFO : Epoch 1592 | loss: 0.031231 | val_loss: 0.0312335 | Time: 2342.96 ms [2021-03-18 00:48:16 main:574] : INFO : Epoch 1593 | loss: 0.0312318 | val_loss: 0.0312311 | Time: 2335.14 ms [2021-03-18 00:48:19 main:574] : INFO : Epoch 1594 | loss: 0.0312331 | val_loss: 0.0312348 | Time: 2308.65 ms [2021-03-18 00:48:21 main:574] : INFO : Epoch 1595 | loss: 0.0312324 | val_loss: 0.0312363 | Time: 2350.66 ms [2021-03-18 00:48:23 main:574] : INFO : Epoch 1596 | loss: 0.0312341 | val_loss: 0.0312313 | Time: 2303.03 ms [2021-03-18 00:48:26 main:574] : INFO : Epoch 1597 | loss: 0.0312324 | val_loss: 0.0312326 | Time: 2299.91 ms [2021-03-18 00:48:28 main:574] : INFO : Epoch 1598 | loss: 0.0312365 | val_loss: 0.0312316 | Time: 2325.15 ms [2021-03-18 00:48:30 main:574] : INFO : Epoch 1599 | loss: 0.0312354 | val_loss: 0.031233 | Time: 2341.34 ms [2021-03-18 00:48:33 main:574] : INFO : Epoch 1600 | loss: 0.0312322 | val_loss: 0.0312345 | Time: 2343.74 ms [2021-03-18 00:48:35 main:574] : INFO : Epoch 1601 | loss: 0.031232 | val_loss: 0.031231 | Time: 2349.59 ms [2021-03-18 00:48:38 main:574] : INFO : Epoch 1602 | loss: 0.0312316 | val_loss: 0.0312352 | Time: 2322.11 ms [2021-03-18 00:48:40 main:574] : INFO : Epoch 1603 | loss: 0.0312349 | val_loss: 0.0312337 | Time: 2298.17 ms [2021-03-18 00:48:42 main:574] : INFO : Epoch 1604 | loss: 0.0312323 | val_loss: 0.0312303 | Time: 2315.64 ms [2021-03-18 00:48:45 main:574] : INFO : Epoch 1605 | loss: 0.0312318 | val_loss: 0.0312334 | Time: 2284.43 ms [2021-03-18 00:48:47 main:574] : INFO : Epoch 1606 | loss: 0.0312321 | val_loss: 0.0312304 | Time: 2324.11 ms [2021-03-18 00:48:49 main:574] : INFO : Epoch 1607 | loss: 0.0312321 | val_loss: 0.0312327 | Time: 2337.35 ms [2021-03-18 00:48:52 main:574] : INFO : Epoch 1608 | loss: 0.0312327 | val_loss: 0.0312311 | Time: 2300.47 ms [2021-03-18 00:48:54 main:574] : INFO : Epoch 1609 | loss: 0.0312314 | val_loss: 0.0312302 | Time: 2311.25 ms [2021-03-18 00:48:56 main:574] : INFO : Epoch 1610 | loss: 0.0312324 | val_loss: 0.0312305 | Time: 2310.84 ms [2021-03-18 00:48:58 main:574] : INFO : Epoch 1611 | loss: 0.0312315 | val_loss: 0.0312313 | Time: 2288.35 ms [2021-03-18 00:49:01 main:574] : INFO : Epoch 1612 | loss: 0.0312315 | val_loss: 0.0312311 | Time: 2330.36 ms [2021-03-18 00:49:03 main:574] : INFO : Epoch 1613 | loss: 0.0312315 | val_loss: 0.0312312 | Time: 2302.82 ms [2021-03-18 00:49:05 main:574] : INFO : Epoch 1614 | loss: 0.0312331 | val_loss: 0.0312344 | Time: 2327.3 ms [2021-03-18 00:49:08 main:574] : INFO : Epoch 1615 | loss: 0.0312348 | val_loss: 0.0312309 | Time: 2306.85 ms [2021-03-18 00:49:10 main:574] : INFO : Epoch 1616 | loss: 0.0312316 | val_loss: 0.031233 | Time: 2316.25 ms [2021-03-18 00:49:12 main:574] : INFO : Epoch 1617 | loss: 0.0312323 | val_loss: 0.0312307 | Time: 2302.19 ms [2021-03-18 00:49:15 main:574] : INFO : Epoch 1618 | loss: 0.0312338 | val_loss: 0.0312331 | Time: 2318.19 ms [2021-03-18 00:49:17 main:574] : INFO : Epoch 1619 | loss: 0.0312333 | val_loss: 0.0312334 | Time: 2311.47 ms [2021-03-18 00:49:19 main:574] : INFO : Epoch 1620 | loss: 0.0312321 | val_loss: 0.0312317 | Time: 2357.13 ms [2021-03-18 00:49:22 main:574] : INFO : Epoch 1621 | loss: 0.0312313 | val_loss: 0.0312308 | Time: 2320.74 ms [2021-03-18 00:49:24 main:574] : INFO : Epoch 1622 | loss: 0.0312322 | val_loss: 0.0312358 | Time: 2294.43 ms [2021-03-18 00:49:26 main:574] : INFO : Epoch 1623 | loss: 0.0312359 | val_loss: 0.0312337 | Time: 2315.6 ms [2021-03-18 00:49:29 main:574] : INFO : Epoch 1624 | loss: 0.0312319 | val_loss: 0.0312301 | Time: 2316.73 ms [2021-03-18 00:49:31 main:574] : INFO : Epoch 1625 | loss: 0.0312317 | val_loss: 0.0312313 | Time: 2285.21 ms [2021-03-18 00:49:33 main:574] : INFO : Epoch 1626 | loss: 0.0312336 | val_loss: 0.031233 | Time: 2301.52 ms [2021-03-18 00:49:36 main:574] : INFO : Epoch 1627 | loss: 0.0312328 | val_loss: 0.0312325 | Time: 2291.68 ms [2021-03-18 00:49:38 main:574] : INFO : Epoch 1628 | loss: 0.0312353 | val_loss: 0.031231 | Time: 2290 ms [2021-03-18 00:49:40 main:574] : INFO : Epoch 1629 | loss: 0.0312324 | val_loss: 0.0312304 | Time: 2296.94 ms [2021-03-18 00:49:43 main:574] : INFO : Epoch 1630 | loss: 0.0312324 | val_loss: 0.0312317 | Time: 2347.95 ms [2021-03-18 00:49:45 main:574] : INFO : Epoch 1631 | loss: 0.0312318 | val_loss: 0.0312315 | Time: 2333.45 ms [2021-03-18 00:49:47 main:574] : INFO : Epoch 1632 | loss: 0.0312314 | val_loss: 0.0312308 | Time: 2299.71 ms [2021-03-18 00:49:50 main:574] : INFO : Epoch 1633 | loss: 0.0312316 | val_loss: 0.0312312 | Time: 2300.97 ms [2021-03-18 00:49:52 main:574] : INFO : Epoch 1634 | loss: 0.0312317 | val_loss: 0.0312303 | Time: 2292.66 ms [2021-03-18 00:49:54 main:574] : INFO : Epoch 1635 | loss: 0.0312325 | val_loss: 0.0312322 | Time: 2339 ms [2021-03-18 00:49:57 main:574] : INFO : Epoch 1636 | loss: 0.0312321 | val_loss: 0.0312306 | Time: 2323.38 ms [2021-03-18 00:49:59 main:574] : INFO : Epoch 1637 | loss: 0.031232 | val_loss: 0.0312343 | Time: 2327.77 ms [2021-03-18 00:50:01 main:574] : INFO : Epoch 1638 | loss: 0.0312323 | val_loss: 0.0312348 | Time: 2320.43 ms [2021-03-18 00:50:04 main:574] : INFO : Epoch 1639 | loss: 0.0312321 | val_loss: 0.0312343 | Time: 2324.24 ms [2021-03-18 00:50:06 main:574] : INFO : Epoch 1640 | loss: 0.0312327 | val_loss: 0.0312323 | Time: 2295.69 ms [2021-03-18 00:50:08 main:574] : INFO : Epoch 1641 | loss: 0.0312328 | val_loss: 0.0312313 | Time: 2279.74 ms [2021-03-18 00:50:11 main:574] : INFO : Epoch 1642 | loss: 0.0312325 | val_loss: 0.0312356 | Time: 2304.04 ms [2021-03-18 00:50:13 main:574] : INFO : Epoch 1643 | loss: 0.0312323 | val_loss: 0.0312303 | Time: 2281.98 ms [2021-03-18 00:50:15 main:574] : INFO : Epoch 1644 | loss: 0.0312312 | val_loss: 0.0312306 | Time: 2303.08 ms [2021-03-18 00:50:18 main:574] : INFO : Epoch 1645 | loss: 0.0312323 | val_loss: 0.031237 | Time: 2338.31 ms [2021-03-18 00:50:20 main:574] : INFO : Epoch 1646 | loss: 0.0312338 | val_loss: 0.0312352 | Time: 2342.41 ms [2021-03-18 00:50:22 main:574] : INFO : Epoch 1647 | loss: 0.031233 | val_loss: 0.0312333 | Time: 2284.76 ms [2021-03-18 00:50:25 main:574] : INFO : Epoch 1648 | loss: 0.0312323 | val_loss: 0.0312304 | Time: 2260.06 ms [2021-03-18 00:50:27 main:574] : INFO : Epoch 1649 | loss: 0.0312317 | val_loss: 0.0312321 | Time: 2252.93 ms [2021-03-18 00:50:29 main:574] : INFO : Epoch 1650 | loss: 0.0312321 | val_loss: 0.0312315 | Time: 2272.09 ms [2021-03-18 00:50:31 main:574] : INFO : Epoch 1651 | loss: 0.031232 | val_loss: 0.0312327 | Time: 2309.67 ms [2021-03-18 00:50:34 main:574] : INFO : Epoch 1652 | loss: 0.0312312 | val_loss: 0.0312304 | Time: 2252.29 ms [2021-03-18 00:50:36 main:574] : INFO : Epoch 1653 | loss: 0.0312312 | val_loss: 0.0312306 | Time: 2263.11 ms [2021-03-18 00:50:38 main:574] : INFO : Epoch 1654 | loss: 0.0312339 | val_loss: 0.0312364 | Time: 2253.77 ms [2021-03-18 00:50:40 main:574] : INFO : Epoch 1655 | loss: 0.0312335 | val_loss: 0.0312317 | Time: 2253.46 ms [2021-03-18 00:50:43 main:574] : INFO : Epoch 1656 | loss: 0.0312326 | val_loss: 0.0312349 | Time: 2280.17 ms [2021-03-18 00:50:45 main:574] : INFO : Epoch 1657 | loss: 0.0312344 | val_loss: 0.0312337 | Time: 2236.1 ms [2021-03-18 00:50:47 main:574] : INFO : Epoch 1658 | loss: 0.0312347 | val_loss: 0.0312349 | Time: 2224.23 ms [2021-03-18 00:50:50 main:574] : INFO : Epoch 1659 | loss: 0.0312336 | val_loss: 0.0312327 | Time: 2299.8 ms [2021-03-18 00:50:52 main:574] : INFO : Epoch 1660 | loss: 0.0312344 | val_loss: 0.0312369 | Time: 2265.38 ms [2021-03-18 00:50:54 main:574] : INFO : Epoch 1661 | loss: 0.0312336 | val_loss: 0.0312307 | Time: 2282.99 ms [2021-03-18 00:50:56 main:574] : INFO : Epoch 1662 | loss: 0.0312333 | val_loss: 0.0312359 | Time: 2293.07 ms [2021-03-18 00:50:59 main:574] : INFO : Epoch 1663 | loss: 0.0312341 | val_loss: 0.0312335 | Time: 2283.97 ms [2021-03-18 00:51:01 main:574] : INFO : Epoch 1664 | loss: 0.0312337 | val_loss: 0.0312311 | Time: 2321.15 ms [2021-03-18 00:51:03 main:574] : INFO : Epoch 1665 | loss: 0.0312321 | val_loss: 0.0312335 | Time: 2267.2 ms [2021-03-18 00:51:06 main:574] : INFO : Epoch 1666 | loss: 0.0312338 | val_loss: 0.0312366 | Time: 2274.35 ms [2021-03-18 00:51:08 main:574] : INFO : Epoch 1667 | loss: 0.0312331 | val_loss: 0.0312308 | Time: 2339.21 ms [2021-03-18 00:51:10 main:574] : INFO : Epoch 1668 | loss: 0.0312311 | val_loss: 0.0312301 | Time: 2279.54 ms [2021-03-18 00:51:13 main:574] : INFO : Epoch 1669 | loss: 0.0312322 | val_loss: 0.0312309 | Time: 2273.54 ms [2021-03-18 00:51:15 main:574] : INFO : Epoch 1670 | loss: 0.0312319 | val_loss: 0.0312306 | Time: 2300.66 ms [2021-03-18 00:51:17 main:574] : INFO : Epoch 1671 | loss: 0.0312333 | val_loss: 0.0312313 | Time: 2271.54 ms [2021-03-18 00:51:19 main:574] : INFO : Epoch 1672 | loss: 0.0312326 | val_loss: 0.0312332 | Time: 2255.22 ms [2021-03-18 00:51:22 main:574] : INFO : Epoch 1673 | loss: 0.0312331 | val_loss: 0.0312307 | Time: 2290.6 ms [2021-03-18 00:51:24 main:574] : INFO : Epoch 1674 | loss: 0.0312312 | val_loss: 0.0312315 | Time: 2298.06 ms [2021-03-18 00:51:26 main:574] : INFO : Epoch 1675 | loss: 0.031233 | val_loss: 0.031235 | Time: 2280.56 ms [2021-03-18 00:51:29 main:574] : INFO : Epoch 1676 | loss: 0.0312334 | val_loss: 0.0312333 | Time: 2261 ms [2021-03-18 00:51:31 main:574] : INFO : Epoch 1677 | loss: 0.031234 | val_loss: 0.0312345 | Time: 2269.16 ms [2021-03-18 00:51:33 main:574] : INFO : Epoch 1678 | loss: 0.031233 | val_loss: 0.0312343 | Time: 2295.69 ms [2021-03-18 00:51:36 main:574] : INFO : Epoch 1679 | loss: 0.0312337 | val_loss: 0.0312347 | Time: 2282.1 ms [2021-03-18 00:51:38 main:574] : INFO : Epoch 1680 | loss: 0.0312326 | val_loss: 0.0312309 | Time: 2245.28 ms [2021-03-18 00:51:40 main:574] : INFO : Epoch 1681 | loss: 0.0312323 | val_loss: 0.0312309 | Time: 2244.79 ms [2021-03-18 00:51:42 main:574] : INFO : Epoch 1682 | loss: 0.0312321 | val_loss: 0.0312323 | Time: 2262.9 ms [2021-03-18 00:51:45 main:574] : INFO : Epoch 1683 | loss: 0.0312317 | val_loss: 0.0312333 | Time: 2298.07 ms [2021-03-18 00:51:47 main:574] : INFO : Epoch 1684 | loss: 0.0312329 | val_loss: 0.0312389 | Time: 2247.5 ms [2021-03-18 00:51:49 main:574] : INFO : Epoch 1685 | loss: 0.0312356 | val_loss: 0.0312321 | Time: 2268.36 ms [2021-03-18 00:51:51 main:574] : INFO : Epoch 1686 | loss: 0.0312335 | val_loss: 0.0312344 | Time: 2270.04 ms [2021-03-18 00:51:54 main:574] : INFO : Epoch 1687 | loss: 0.0312329 | val_loss: 0.0312312 | Time: 2276.16 ms [2021-03-18 00:51:56 main:574] : INFO : Epoch 1688 | loss: 0.0312326 | val_loss: 0.0312351 | Time: 2272.2 ms [2021-03-18 00:51:58 main:574] : INFO : Epoch 1689 | loss: 0.0312334 | val_loss: 0.0312343 | Time: 2292.89 ms [2021-03-18 00:52:01 main:574] : INFO : Epoch 1690 | loss: 0.0312315 | val_loss: 0.0312306 | Time: 2373.69 ms [2021-03-18 00:52:03 main:574] : INFO : Epoch 1691 | loss: 0.0312323 | val_loss: 0.0312341 | Time: 2262.74 ms [2021-03-18 00:52:05 main:574] : INFO : Epoch 1692 | loss: 0.0312334 | val_loss: 0.0312317 | Time: 2265.41 ms [2021-03-18 00:52:08 main:574] : INFO : Epoch 1693 | loss: 0.0312333 | val_loss: 0.031235 | Time: 2287.99 ms [2021-03-18 00:52:10 main:574] : INFO : Epoch 1694 | loss: 0.0312325 | val_loss: 0.0312308 | Time: 2273.28 ms [2021-03-18 00:52:12 main:574] : INFO : Epoch 1695 | loss: 0.0312357 | val_loss: 0.0312329 | Time: 2265.63 ms [2021-03-18 00:52:14 main:574] : INFO : Epoch 1696 | loss: 0.0312326 | val_loss: 0.0312301 | Time: 2254.1 ms [2021-03-18 00:52:17 main:574] : INFO : Epoch 1697 | loss: 0.0312318 | val_loss: 0.0312336 | Time: 2278.28 ms [2021-03-18 00:52:19 main:574] : INFO : Epoch 1698 | loss: 0.0312328 | val_loss: 0.031231 | Time: 2284.72 ms [2021-03-18 00:52:21 main:574] : INFO : Epoch 1699 | loss: 0.0312344 | val_loss: 0.0312369 | Time: 2254.64 ms [2021-03-18 00:52:24 main:574] : INFO : Epoch 1700 | loss: 0.0312337 | val_loss: 0.0312332 | Time: 2274.31 ms [2021-03-18 00:52:26 main:574] : INFO : Epoch 1701 | loss: 0.0312325 | val_loss: 0.0312314 | Time: 2348.62 ms [2021-03-18 00:52:28 main:574] : INFO : Epoch 1702 | loss: 0.0312333 | val_loss: 0.0312442 | Time: 2267.56 ms [2021-03-18 00:52:31 main:574] : INFO : Epoch 1703 | loss: 0.0312366 | val_loss: 0.0312351 | Time: 2295.76 ms [2021-03-18 00:52:33 main:574] : INFO : Epoch 1704 | loss: 0.0312329 | val_loss: 0.0312313 | Time: 2271.47 ms [2021-03-18 00:52:35 main:574] : INFO : Epoch 1705 | loss: 0.0312329 | val_loss: 0.0312318 | Time: 2322.5 ms [2021-03-18 00:52:37 main:574] : INFO : Epoch 1706 | loss: 0.0312347 | val_loss: 0.0312321 | Time: 2279 ms [2021-03-18 00:52:40 main:574] : INFO : Epoch 1707 | loss: 0.0312328 | val_loss: 0.0312308 | Time: 2448.33 ms [2021-03-18 00:52:42 main:574] : INFO : Epoch 1708 | loss: 0.0312313 | val_loss: 0.0312304 | Time: 2290.91 ms [2021-03-18 00:52:45 main:574] : INFO : Epoch 1709 | loss: 0.0312317 | val_loss: 0.031231 | Time: 2291.81 ms [2021-03-18 00:52:47 main:574] : INFO : Epoch 1710 | loss: 0.0312321 | val_loss: 0.0312316 | Time: 2288.85 ms [2021-03-18 00:52:49 main:574] : INFO : Epoch 1711 | loss: 0.0312313 | val_loss: 0.0312308 | Time: 2313.42 ms [2021-03-18 00:52:52 main:574] : INFO : Epoch 1712 | loss: 0.0312317 | val_loss: 0.0312327 | Time: 2424.93 ms [2021-03-18 00:52:54 main:574] : INFO : Epoch 1713 | loss: 0.0312329 | val_loss: 0.031235 | Time: 2648.55 ms [2021-03-18 00:52:57 main:574] : INFO : Epoch 1714 | loss: 0.0312332 | val_loss: 0.0312339 | Time: 2347.63 ms [2021-03-18 00:52:59 main:574] : INFO : Epoch 1715 | loss: 0.0312326 | val_loss: 0.0312323 | Time: 2235.87 ms [2021-03-18 00:53:01 main:574] : INFO : Epoch 1716 | loss: 0.0312318 | val_loss: 0.0312301 | Time: 2289.8 ms [2021-03-18 00:53:03 main:574] : INFO : Epoch 1717 | loss: 0.0312313 | val_loss: 0.0312301 | Time: 2211.99 ms [2021-03-18 00:53:06 main:574] : INFO : Epoch 1718 | loss: 0.0312329 | val_loss: 0.0312314 | Time: 2371.13 ms [2021-03-18 00:53:08 main:574] : INFO : Epoch 1719 | loss: 0.0312317 | val_loss: 0.0312306 | Time: 2287.41 ms [2021-03-18 00:53:10 main:574] : INFO : Epoch 1720 | loss: 0.0312334 | val_loss: 0.0312312 | Time: 2214.38 ms [2021-03-18 00:53:13 main:574] : INFO : Epoch 1721 | loss: 0.0312327 | val_loss: 0.0312305 | Time: 2229.51 ms [2021-03-18 00:53:15 main:574] : INFO : Epoch 1722 | loss: 0.0312316 | val_loss: 0.0312307 | Time: 2206.31 ms [2021-03-18 00:53:17 main:574] : INFO : Epoch 1723 | loss: 0.0312328 | val_loss: 0.0312314 | Time: 2189.74 ms [2021-03-18 00:53:19 main:574] : INFO : Epoch 1724 | loss: 0.0312316 | val_loss: 0.0312308 | Time: 2213.97 ms [2021-03-18 00:53:21 main:574] : INFO : Epoch 1725 | loss: 0.0312325 | val_loss: 0.0312319 | Time: 2194.63 ms [2021-03-18 00:53:24 main:574] : INFO : Epoch 1726 | loss: 0.0312325 | val_loss: 0.0312325 | Time: 2235.76 ms [2021-03-18 00:53:26 main:574] : INFO : Epoch 1727 | loss: 0.0312334 | val_loss: 0.0312309 | Time: 2213.73 ms [2021-03-18 00:53:28 main:574] : INFO : Epoch 1728 | loss: 0.0312317 | val_loss: 0.0312306 | Time: 2208.68 ms [2021-03-18 00:53:30 main:574] : INFO : Epoch 1729 | loss: 0.0312318 | val_loss: 0.0312315 | Time: 2227.47 ms [2021-03-18 00:53:33 main:574] : INFO : Epoch 1730 | loss: 0.0312333 | val_loss: 0.0312316 | Time: 2249.27 ms [2021-03-18 00:53:35 main:574] : INFO : Epoch 1731 | loss: 0.0312317 | val_loss: 0.0312332 | Time: 2231.08 ms [2021-03-18 00:53:37 main:574] : INFO : Epoch 1732 | loss: 0.031232 | val_loss: 0.0312314 | Time: 2234.86 ms [2021-03-18 00:53:39 main:574] : INFO : Epoch 1733 | loss: 0.0312326 | val_loss: 0.0312321 | Time: 2192.01 ms [2021-03-18 00:53:42 main:574] : INFO : Epoch 1734 | loss: 0.0312337 | val_loss: 0.031231 | Time: 2241.29 ms [2021-03-18 00:53:44 main:574] : INFO : Epoch 1735 | loss: 0.0312322 | val_loss: 0.0312309 | Time: 2247.29 ms [2021-03-18 00:53:46 main:574] : INFO : Epoch 1736 | loss: 0.0312317 | val_loss: 0.0312307 | Time: 2199.66 ms [2021-03-18 00:53:48 main:574] : INFO : Epoch 1737 | loss: 0.0312314 | val_loss: 0.031231 | Time: 2245.6 ms [2021-03-18 00:53:51 main:574] : INFO : Epoch 1738 | loss: 0.0312344 | val_loss: 0.0312313 | Time: 2222.37 ms [2021-03-18 00:53:53 main:574] : INFO : Epoch 1739 | loss: 0.0312326 | val_loss: 0.0312351 | Time: 2249.55 ms [2021-03-18 00:53:55 main:574] : INFO : Epoch 1740 | loss: 0.0312329 | val_loss: 0.0312346 | Time: 2231.05 ms [2021-03-18 00:53:57 main:574] : INFO : Epoch 1741 | loss: 0.0312322 | val_loss: 0.0312303 | Time: 2196.36 ms [2021-03-18 00:54:00 main:574] : INFO : Epoch 1742 | loss: 0.0312326 | val_loss: 0.0312308 | Time: 2212.13 ms [2021-03-18 00:54:02 main:574] : INFO : Epoch 1743 | loss: 0.0312323 | val_loss: 0.0312334 | Time: 2247.08 ms [2021-03-18 00:54:04 main:574] : INFO : Epoch 1744 | loss: 0.0312318 | val_loss: 0.0312308 | Time: 2218.69 ms [2021-03-18 00:54:06 main:574] : INFO : Epoch 1745 | loss: 0.0312328 | val_loss: 0.031236 | Time: 2230.17 ms [2021-03-18 00:54:09 main:574] : INFO : Epoch 1746 | loss: 0.031234 | val_loss: 0.0312397 | Time: 2229.88 ms [2021-03-18 00:54:11 main:574] : INFO : Epoch 1747 | loss: 0.0312362 | val_loss: 0.0312327 | Time: 2173.03 ms [2021-03-18 00:54:13 main:574] : INFO : Epoch 1748 | loss: 0.0312328 | val_loss: 0.0312311 | Time: 2218.89 ms [2021-03-18 00:54:15 main:574] : INFO : Epoch 1749 | loss: 0.0312338 | val_loss: 0.0312378 | Time: 2226.18 ms [2021-03-18 00:54:17 main:574] : INFO : Epoch 1750 | loss: 0.0312338 | val_loss: 0.0312344 | Time: 2237.6 ms [2021-03-18 00:54:20 main:574] : INFO : Epoch 1751 | loss: 0.0312333 | val_loss: 0.0312318 | Time: 2216.62 ms [2021-03-18 00:54:22 main:574] : INFO : Epoch 1752 | loss: 0.0312331 | val_loss: 0.0312319 | Time: 2235.72 ms [2021-03-18 00:54:24 main:574] : INFO : Epoch 1753 | loss: 0.031234 | val_loss: 0.0312319 | Time: 2294.25 ms [2021-03-18 00:54:27 main:574] : INFO : Epoch 1754 | loss: 0.0312347 | val_loss: 0.0312357 | Time: 2224.73 ms [2021-03-18 00:54:29 main:574] : INFO : Epoch 1755 | loss: 0.0312339 | val_loss: 0.031236 | Time: 2182.39 ms [2021-03-18 00:54:31 main:574] : INFO : Epoch 1756 | loss: 0.0312353 | val_loss: 0.0312348 | Time: 2240.14 ms [2021-03-18 00:54:33 main:574] : INFO : Epoch 1757 | loss: 0.0312344 | val_loss: 0.0312376 | Time: 2274 ms [2021-03-18 00:54:35 main:574] : INFO : Epoch 1758 | loss: 0.031233 | val_loss: 0.0312407 | Time: 2194.32 ms [2021-03-18 00:54:38 main:574] : INFO : Epoch 1759 | loss: 0.0312328 | val_loss: 0.0312315 | Time: 2248.01 ms [2021-03-18 00:54:40 main:574] : INFO : Epoch 1760 | loss: 0.0312309 | val_loss: 0.0312302 | Time: 2247.32 ms [2021-03-18 00:54:42 main:574] : INFO : Epoch 1761 | loss: 0.0312311 | val_loss: 0.0312303 | Time: 2229.54 ms [2021-03-18 00:54:44 main:574] : INFO : Epoch 1762 | loss: 0.0312311 | val_loss: 0.0312317 | Time: 2248 ms [2021-03-18 00:54:47 main:574] : INFO : Epoch 1763 | loss: 0.0312325 | val_loss: 0.0312306 | Time: 2211 ms [2021-03-18 00:54:49 main:574] : INFO : Epoch 1764 | loss: 0.0312327 | val_loss: 0.0312307 | Time: 2243.44 ms [2021-03-18 00:54:51 main:574] : INFO : Epoch 1765 | loss: 0.0312315 | val_loss: 0.0312308 | Time: 2203.29 ms [2021-03-18 00:54:53 main:574] : INFO : Epoch 1766 | loss: 0.0312321 | val_loss: 0.031233 | Time: 2216.61 ms [2021-03-18 00:54:56 main:574] : INFO : Epoch 1767 | loss: 0.0312331 | val_loss: 0.0312338 | Time: 2230.19 ms [2021-03-18 00:54:58 main:574] : INFO : Epoch 1768 | loss: 0.0312313 | val_loss: 0.0312308 | Time: 2163.88 ms [2021-03-18 00:55:00 main:574] : INFO : Epoch 1769 | loss: 0.0312311 | val_loss: 0.0312314 | Time: 2259.99 ms [2021-03-18 00:55:02 main:574] : INFO : Epoch 1770 | loss: 0.0312315 | val_loss: 0.0312328 | Time: 2225.79 ms [2021-03-18 00:55:05 main:574] : INFO : Epoch 1771 | loss: 0.0312327 | val_loss: 0.031232 | Time: 2207.92 ms [2021-03-18 00:55:07 main:574] : INFO : Epoch 1772 | loss: 0.0312344 | val_loss: 0.031232 | Time: 2201.91 ms [2021-03-18 00:55:09 main:574] : INFO : Epoch 1773 | loss: 0.0312325 | val_loss: 0.0312314 | Time: 2220.36 ms [2021-03-18 00:55:11 main:574] : INFO : Epoch 1774 | loss: 0.0312321 | val_loss: 0.0312343 | Time: 2195.48 ms [2021-03-18 00:55:13 main:574] : INFO : Epoch 1775 | loss: 0.0312349 | val_loss: 0.0312383 | Time: 2207.65 ms [2021-03-18 00:55:16 main:574] : INFO : Epoch 1776 | loss: 0.0312381 | val_loss: 0.0312391 | Time: 2215.82 ms [2021-03-18 00:55:18 main:574] : INFO : Epoch 1777 | loss: 0.0312337 | val_loss: 0.0312319 | Time: 2189.12 ms [2021-03-18 00:55:20 main:574] : INFO : Epoch 1778 | loss: 0.0312324 | val_loss: 0.0312308 | Time: 2182.85 ms [2021-03-18 00:55:22 main:574] : INFO : Epoch 1779 | loss: 0.0312321 | val_loss: 0.0312301 | Time: 2167.73 ms [2021-03-18 00:55:25 main:574] : INFO : Epoch 1780 | loss: 0.0312311 | val_loss: 0.0312307 | Time: 2187.78 ms [2021-03-18 00:55:27 main:574] : INFO : Epoch 1781 | loss: 0.0312323 | val_loss: 0.0312321 | Time: 2223.24 ms [2021-03-18 00:55:29 main:574] : INFO : Epoch 1782 | loss: 0.0312335 | val_loss: 0.0312313 | Time: 2257.95 ms [2021-03-18 00:55:31 main:574] : INFO : Epoch 1783 | loss: 0.0312341 | val_loss: 0.0312303 | Time: 2180.57 ms [2021-03-18 00:55:33 main:574] : INFO : Epoch 1784 | loss: 0.0312313 | val_loss: 0.0312319 | Time: 2153.48 ms [2021-03-18 00:55:36 main:574] : INFO : Epoch 1785 | loss: 0.0312319 | val_loss: 0.0312334 | Time: 2191.6 ms [2021-03-18 00:55:38 main:574] : INFO : Epoch 1786 | loss: 0.0312318 | val_loss: 0.0312305 | Time: 2180.72 ms [2021-03-18 00:55:40 main:574] : INFO : Epoch 1787 | loss: 0.0312315 | val_loss: 0.0312307 | Time: 2178.83 ms [2021-03-18 00:55:42 main:574] : INFO : Epoch 1788 | loss: 0.0312326 | val_loss: 0.0312308 | Time: 2219.97 ms [2021-03-18 00:55:44 main:574] : INFO : Epoch 1789 | loss: 0.0312316 | val_loss: 0.0312303 | Time: 2207.99 ms [2021-03-18 00:55:47 main:574] : INFO : Epoch 1790 | loss: 0.0312332 | val_loss: 0.0312307 | Time: 2183.16 ms [2021-03-18 00:55:49 main:574] : INFO : Epoch 1791 | loss: 0.0312326 | val_loss: 0.0312312 | Time: 2146 ms [2021-03-18 00:55:51 main:574] : INFO : Epoch 1792 | loss: 0.0312324 | val_loss: 0.0312366 | Time: 2192.42 ms [2021-03-18 00:55:53 main:574] : INFO : Epoch 1793 | loss: 0.0312317 | val_loss: 0.0312309 | Time: 2224.43 ms [2021-03-18 00:55:55 main:574] : INFO : Epoch 1794 | loss: 0.0312323 | val_loss: 0.0312309 | Time: 2199.78 ms [2021-03-18 00:55:58 main:574] : INFO : Epoch 1795 | loss: 0.0312317 | val_loss: 0.0312319 | Time: 2162.7 ms [2021-03-18 00:56:00 main:574] : INFO : Epoch 1796 | loss: 0.0312323 | val_loss: 0.0312329 | Time: 2190.46 ms [2021-03-18 00:56:02 main:574] : INFO : Epoch 1797 | loss: 0.0312322 | val_loss: 0.0312302 | Time: 2154.55 ms [2021-03-18 00:56:04 main:574] : INFO : Epoch 1798 | loss: 0.0312316 | val_loss: 0.031232 | Time: 2168.51 ms [2021-03-18 00:56:06 main:574] : INFO : Epoch 1799 | loss: 0.0312316 | val_loss: 0.0312334 | Time: 2172.24 ms [2021-03-18 00:56:09 main:574] : INFO : Epoch 1800 | loss: 0.0312328 | val_loss: 0.0312309 | Time: 2180.86 ms [2021-03-18 00:56:11 main:574] : INFO : Epoch 1801 | loss: 0.0312312 | val_loss: 0.0312303 | Time: 2170.36 ms [2021-03-18 00:56:13 main:574] : INFO : Epoch 1802 | loss: 0.0312312 | val_loss: 0.0312313 | Time: 2192.65 ms [2021-03-18 00:56:15 main:574] : INFO : Epoch 1803 | loss: 0.0312311 | val_loss: 0.0312317 | Time: 2162.08 ms [2021-03-18 00:56:17 main:574] : INFO : Epoch 1804 | loss: 0.0312321 | val_loss: 0.031231 | Time: 2182.09 ms [2021-03-18 00:56:20 main:574] : INFO : Epoch 1805 | loss: 0.0312328 | val_loss: 0.0312315 | Time: 2211.5 ms [2021-03-18 00:56:22 main:574] : INFO : Epoch 1806 | loss: 0.0312317 | val_loss: 0.0312318 | Time: 2191.96 ms [2021-03-18 00:56:24 main:574] : INFO : Epoch 1807 | loss: 0.0312317 | val_loss: 0.0312322 | Time: 2184.06 ms [2021-03-18 00:56:26 main:574] : INFO : Epoch 1808 | loss: 0.0312333 | val_loss: 0.0312313 | Time: 2222.56 ms [2021-03-18 00:56:28 main:574] : INFO : Epoch 1809 | loss: 0.0312319 | val_loss: 0.0312303 | Time: 2211.76 ms [2021-03-18 00:56:31 main:574] : INFO : Epoch 1810 | loss: 0.0312316 | val_loss: 0.0312333 | Time: 2213.3 ms [2021-03-18 00:56:33 main:574] : INFO : Epoch 1811 | loss: 0.0312322 | val_loss: 0.0312322 | Time: 2184.17 ms [2021-03-18 00:56:35 main:574] : INFO : Epoch 1812 | loss: 0.0312335 | val_loss: 0.0312326 | Time: 2178.98 ms [2021-03-18 00:56:37 main:574] : INFO : Epoch 1813 | loss: 0.0312312 | val_loss: 0.031231 | Time: 2173.28 ms [2021-03-18 00:56:39 main:574] : INFO : Epoch 1814 | loss: 0.0312321 | val_loss: 0.0312311 | Time: 2166.15 ms [2021-03-18 00:56:42 main:574] : INFO : Epoch 1815 | loss: 0.031231 | val_loss: 0.03123 | Time: 2178.12 ms [2021-03-18 00:56:44 main:574] : INFO : Epoch 1816 | loss: 0.0312305 | val_loss: 0.0312371 | Time: 2171.3 ms [2021-03-18 00:56:46 main:574] : INFO : Epoch 1817 | loss: 0.0312317 | val_loss: 0.03123 | Time: 2183.7 ms [2021-03-18 00:56:48 main:574] : INFO : Epoch 1818 | loss: 0.0312318 | val_loss: 0.0312303 | Time: 2211.03 ms [2021-03-18 00:56:50 main:574] : INFO : Epoch 1819 | loss: 0.0312318 | val_loss: 0.0312366 | Time: 2205.86 ms [2021-03-18 00:56:53 main:574] : INFO : Epoch 1820 | loss: 0.0312358 | val_loss: 0.0312321 | Time: 2227.92 ms [2021-03-18 00:56:55 main:574] : INFO : Epoch 1821 | loss: 0.0312318 | val_loss: 0.0312366 | Time: 2225.5 ms [2021-03-18 00:56:57 main:574] : INFO : Epoch 1822 | loss: 0.0312343 | val_loss: 0.0312321 | Time: 2188.79 ms [2021-03-18 00:56:59 main:574] : INFO : Epoch 1823 | loss: 0.0312324 | val_loss: 0.0312323 | Time: 2231.55 ms [2021-03-18 00:57:02 main:574] : INFO : Epoch 1824 | loss: 0.0312349 | val_loss: 0.0312384 | Time: 2237.12 ms [2021-03-18 00:57:04 main:574] : INFO : Epoch 1825 | loss: 0.0312365 | val_loss: 0.031237 | Time: 2170.05 ms [2021-03-18 00:57:06 main:574] : INFO : Epoch 1826 | loss: 0.0312355 | val_loss: 0.0312329 | Time: 2197.72 ms [2021-03-18 00:57:08 main:574] : INFO : Epoch 1827 | loss: 0.0312348 | val_loss: 0.0312327 | Time: 2191.5 ms [2021-03-18 00:57:10 main:574] : INFO : Epoch 1828 | loss: 0.0312317 | val_loss: 0.0312314 | Time: 2187.45 ms [2021-03-18 00:57:13 main:574] : INFO : Epoch 1829 | loss: 0.0312313 | val_loss: 0.0312344 | Time: 2162.92 ms [2021-03-18 00:57:15 main:574] : INFO : Epoch 1830 | loss: 0.0312321 | val_loss: 0.0312308 | Time: 2204.5 ms [2021-03-18 00:57:17 main:574] : INFO : Epoch 1831 | loss: 0.0312317 | val_loss: 0.0312326 | Time: 2173.22 ms [2021-03-18 00:57:19 main:574] : INFO : Epoch 1832 | loss: 0.0312314 | val_loss: 0.0312325 | Time: 2230.95 ms [2021-03-18 00:57:21 main:574] : INFO : Epoch 1833 | loss: 0.0312318 | val_loss: 0.0312305 | Time: 2201.43 ms [2021-03-18 00:57:24 main:574] : INFO : Epoch 1834 | loss: 0.0312324 | val_loss: 0.0312331 | Time: 2231.56 ms [2021-03-18 00:57:26 main:574] : INFO : Epoch 1835 | loss: 0.0312353 | val_loss: 0.0312315 | Time: 2202.81 ms [2021-03-18 00:57:28 main:574] : INFO : Epoch 1836 | loss: 0.0312366 | val_loss: 0.0312346 | Time: 2215.65 ms [2021-03-18 00:57:30 main:574] : INFO : Epoch 1837 | loss: 0.0312357 | val_loss: 0.0312328 | Time: 2203.33 ms [2021-03-18 00:57:33 main:574] : INFO : Epoch 1838 | loss: 0.0312323 | val_loss: 0.0312311 | Time: 2159.32 ms [2021-03-18 00:57:35 main:574] : INFO : Epoch 1839 | loss: 0.0312312 | val_loss: 0.0312301 | Time: 2173.42 ms [2021-03-18 00:57:37 main:574] : INFO : Epoch 1840 | loss: 0.0312323 | val_loss: 0.0312334 | Time: 2260.39 ms [2021-03-18 00:57:39 main:574] : INFO : Epoch 1841 | loss: 0.0312322 | val_loss: 0.0312309 | Time: 2291.06 ms [2021-03-18 00:57:42 main:574] : INFO : Epoch 1842 | loss: 0.0312316 | val_loss: 0.0312308 | Time: 2210 ms [2021-03-18 00:57:44 main:574] : INFO : Epoch 1843 | loss: 0.0312326 | val_loss: 0.0312313 | Time: 2198.06 ms [2021-03-18 00:57:46 main:574] : INFO : Epoch 1844 | loss: 0.0312314 | val_loss: 0.03123 | Time: 2174.92 ms [2021-03-18 00:57:48 main:574] : INFO : Epoch 1845 | loss: 0.0312311 | val_loss: 0.0312324 | Time: 2206.22 ms [2021-03-18 00:57:50 main:574] : INFO : Epoch 1846 | loss: 0.0312317 | val_loss: 0.0312336 | Time: 2174.44 ms [2021-03-18 00:57:53 main:574] : INFO : Epoch 1847 | loss: 0.0312331 | val_loss: 0.0312309 | Time: 2213.24 ms [2021-03-18 00:57:55 main:574] : INFO : Epoch 1848 | loss: 0.0312326 | val_loss: 0.0312331 | Time: 2179.07 ms [2021-03-18 00:57:57 main:574] : INFO : Epoch 1849 | loss: 0.0312351 | val_loss: 0.0312328 | Time: 2187.07 ms [2021-03-18 00:57:59 main:574] : INFO : Epoch 1850 | loss: 0.031232 | val_loss: 0.03123 | Time: 2160.62 ms [2021-03-18 00:58:01 main:574] : INFO : Epoch 1851 | loss: 0.0312318 | val_loss: 0.0312318 | Time: 2186.93 ms [2021-03-18 00:58:04 main:574] : INFO : Epoch 1852 | loss: 0.0312315 | val_loss: 0.0312302 | Time: 2143.98 ms [2021-03-18 00:58:06 main:574] : INFO : Epoch 1853 | loss: 0.0312326 | val_loss: 0.0312318 | Time: 2180.54 ms [2021-03-18 00:58:08 main:574] : INFO : Epoch 1854 | loss: 0.0312341 | val_loss: 0.0312333 | Time: 2201.58 ms [2021-03-18 00:58:10 main:574] : INFO : Epoch 1855 | loss: 0.0312322 | val_loss: 0.0312308 | Time: 2168.28 ms [2021-03-18 00:58:12 main:574] : INFO : Epoch 1856 | loss: 0.0312331 | val_loss: 0.0312307 | Time: 2218.84 ms [2021-03-18 00:58:15 main:574] : INFO : Epoch 1857 | loss: 0.031235 | val_loss: 0.0312381 | Time: 2209.19 ms [2021-03-18 00:58:17 main:574] : INFO : Epoch 1858 | loss: 0.0312354 | val_loss: 0.0312306 | Time: 2236.66 ms [2021-03-18 00:58:19 main:574] : INFO : Epoch 1859 | loss: 0.0312316 | val_loss: 0.0312329 | Time: 2175.48 ms [2021-03-18 00:58:21 main:574] : INFO : Epoch 1860 | loss: 0.0312336 | val_loss: 0.0312304 | Time: 2176.2 ms [2021-03-18 00:58:23 main:574] : INFO : Epoch 1861 | loss: 0.0312333 | val_loss: 0.0312335 | Time: 2175.2 ms [2021-03-18 00:58:26 main:574] : INFO : Epoch 1862 | loss: 0.0312316 | val_loss: 0.0312304 | Time: 2178.76 ms [2021-03-18 00:58:28 main:574] : INFO : Epoch 1863 | loss: 0.031232 | val_loss: 0.031231 | Time: 2184.17 ms [2021-03-18 00:58:30 main:574] : INFO : Epoch 1864 | loss: 0.0312325 | val_loss: 0.0312325 | Time: 2213.17 ms [2021-03-18 00:58:32 main:574] : INFO : Epoch 1865 | loss: 0.0312336 | val_loss: 0.0312346 | Time: 2159.39 ms [2021-03-18 00:58:34 main:574] : INFO : Epoch 1866 | loss: 0.0312323 | val_loss: 0.0312303 | Time: 2224.07 ms [2021-03-18 00:58:37 main:574] : INFO : Epoch 1867 | loss: 0.0312306 | val_loss: 0.0312302 | Time: 2207.05 ms [2021-03-18 00:58:39 main:574] : INFO : Epoch 1868 | loss: 0.0312326 | val_loss: 0.0312305 | Time: 2168.16 ms [2021-03-18 00:58:41 main:574] : INFO : Epoch 1869 | loss: 0.0312326 | val_loss: 0.0312355 | Time: 2195.64 ms [2021-03-18 00:58:43 main:574] : INFO : Epoch 1870 | loss: 0.0312367 | val_loss: 0.0312354 | Time: 2182.05 ms [2021-03-18 00:58:45 main:574] : INFO : Epoch 1871 | loss: 0.0312359 | val_loss: 0.0312372 | Time: 2172.99 ms [2021-03-18 00:58:48 main:574] : INFO : Epoch 1872 | loss: 0.0312329 | val_loss: 0.0312314 | Time: 2300.76 ms [2021-03-18 00:58:50 main:574] : INFO : Epoch 1873 | loss: 0.0312313 | val_loss: 0.0312301 | Time: 2380.59 ms [2021-03-18 00:58:52 main:574] : INFO : Epoch 1874 | loss: 0.0312313 | val_loss: 0.031235 | Time: 2192.13 ms [2021-03-18 00:58:55 main:574] : INFO : Epoch 1875 | loss: 0.0312336 | val_loss: 0.0312333 | Time: 2247.61 ms [2021-03-18 00:58:57 main:574] : INFO : Epoch 1876 | loss: 0.0312323 | val_loss: 0.0312299 | Time: 2297.18 ms [2021-03-18 00:58:59 main:574] : INFO : Epoch 1877 | loss: 0.0312321 | val_loss: 0.0312332 | Time: 2305.23 ms [2021-03-18 00:59:02 main:574] : INFO : Epoch 1878 | loss: 0.0312336 | val_loss: 0.0312391 | Time: 2420.67 ms [2021-03-18 00:59:04 main:574] : INFO : Epoch 1879 | loss: 0.0312327 | val_loss: 0.0312301 | Time: 2439.72 ms [2021-03-18 00:59:07 main:574] : INFO : Epoch 1880 | loss: 0.0312354 | val_loss: 0.031232 | Time: 2379.04 ms [2021-03-18 00:59:09 main:574] : INFO : Epoch 1881 | loss: 0.0312349 | val_loss: 0.0312335 | Time: 2690.41 ms [2021-03-18 00:59:12 main:574] : INFO : Epoch 1882 | loss: 0.0312331 | val_loss: 0.0312312 | Time: 2493.6 ms [2021-03-18 00:59:14 main:574] : INFO : Epoch 1883 | loss: 0.0312325 | val_loss: 0.0312325 | Time: 2293.21 ms [2021-03-18 00:59:16 main:574] : INFO : Epoch 1884 | loss: 0.0312324 | val_loss: 0.03123 | Time: 2281.53 ms [2021-03-18 00:59:19 main:574] : INFO : Epoch 1885 | loss: 0.0312311 | val_loss: 0.0312305 | Time: 2267.49 ms [2021-03-18 00:59:21 main:574] : INFO : Epoch 1886 | loss: 0.0312312 | val_loss: 0.0312302 | Time: 2247.04 ms [2021-03-18 00:59:23 main:574] : INFO : Epoch 1887 | loss: 0.0312314 | val_loss: 0.0312316 | Time: 2253.57 ms [2021-03-18 00:59:25 main:574] : INFO : Epoch 1888 | loss: 0.0312323 | val_loss: 0.0312325 | Time: 2239.61 ms [2021-03-18 00:59:28 main:574] : INFO : Epoch 1889 | loss: 0.0312318 | val_loss: 0.0312304 | Time: 2285.98 ms [2021-03-18 00:59:30 main:574] : INFO : Epoch 1890 | loss: 0.031234 | val_loss: 0.0312327 | Time: 2322.22 ms [2021-03-18 00:59:32 main:574] : INFO : Epoch 1891 | loss: 0.0312323 | val_loss: 0.0312302 | Time: 2271.03 ms [2021-03-18 00:59:35 main:574] : INFO : Epoch 1892 | loss: 0.031231 | val_loss: 0.0312317 | Time: 2221.11 ms [2021-03-18 00:59:37 main:574] : INFO : Epoch 1893 | loss: 0.031233 | val_loss: 0.0312315 | Time: 2229.98 ms [2021-03-18 00:59:39 main:574] : INFO : Epoch 1894 | loss: 0.0312315 | val_loss: 0.0312306 | Time: 2288.68 ms [2021-03-18 00:59:41 main:574] : INFO : Epoch 1895 | loss: 0.0312326 | val_loss: 0.0312305 | Time: 2289.83 ms [2021-03-18 00:59:44 main:574] : INFO : Epoch 1896 | loss: 0.0312315 | val_loss: 0.0312328 | Time: 2251.9 ms [2021-03-18 00:59:46 main:574] : INFO : Epoch 1897 | loss: 0.0312323 | val_loss: 0.0312325 | Time: 2253.25 ms [2021-03-18 00:59:48 main:574] : INFO : Epoch 1898 | loss: 0.0312314 | val_loss: 0.0312321 | Time: 2309.15 ms [2021-03-18 00:59:51 main:574] : INFO : Epoch 1899 | loss: 0.0312308 | val_loss: 0.0312299 | Time: 2270.12 ms [2021-03-18 00:59:53 main:574] : INFO : Epoch 1900 | loss: 0.0312309 | val_loss: 0.0312305 | Time: 2267.74 ms [2021-03-18 00:59:55 main:574] : INFO : Epoch 1901 | loss: 0.031231 | val_loss: 0.0312328 | Time: 2308.37 ms [2021-03-18 00:59:57 main:574] : INFO : Epoch 1902 | loss: 0.031232 | val_loss: 0.0312302 | Time: 2182.16 ms [2021-03-18 01:00:00 main:574] : INFO : Epoch 1903 | loss: 0.031232 | val_loss: 0.031231 | Time: 2175.5 ms [2021-03-18 01:00:02 main:574] : INFO : Epoch 1904 | loss: 0.0312314 | val_loss: 0.0312315 | Time: 2197.18 ms [2021-03-18 01:00:04 main:574] : INFO : Epoch 1905 | loss: 0.0312319 | val_loss: 0.0312306 | Time: 2161.13 ms [2021-03-18 01:00:06 main:574] : INFO : Epoch 1906 | loss: 0.0312312 | val_loss: 0.0312306 | Time: 2201.99 ms [2021-03-18 01:00:08 main:574] : INFO : Epoch 1907 | loss: 0.0312329 | val_loss: 0.031233 | Time: 2226.79 ms [2021-03-18 01:00:11 main:574] : INFO : Epoch 1908 | loss: 0.0312322 | val_loss: 0.0312326 | Time: 2195.08 ms [2021-03-18 01:00:13 main:574] : INFO : Epoch 1909 | loss: 0.031231 | val_loss: 0.0312309 | Time: 2207.51 ms [2021-03-18 01:00:15 main:574] : INFO : Epoch 1910 | loss: 0.0312312 | val_loss: 0.03123 | Time: 2183.35 ms [2021-03-18 01:00:17 main:574] : INFO : Epoch 1911 | loss: 0.0312308 | val_loss: 0.0312302 | Time: 2189.7 ms [2021-03-18 01:00:19 main:574] : INFO : Epoch 1912 | loss: 0.0312309 | val_loss: 0.031231 | Time: 2183.35 ms [2021-03-18 01:00:22 main:574] : INFO : Epoch 1913 | loss: 0.0312339 | val_loss: 0.0312453 | Time: 2200.33 ms [2021-03-18 01:00:24 main:574] : INFO : Epoch 1914 | loss: 0.0312334 | val_loss: 0.0312305 | Time: 2158.95 ms [2021-03-18 01:00:26 main:574] : INFO : Epoch 1915 | loss: 0.0312308 | val_loss: 0.0312299 | Time: 2168.6 ms [2021-03-18 01:00:28 main:574] : INFO : Epoch 1916 | loss: 0.0312318 | val_loss: 0.0312314 | Time: 2178.69 ms [2021-03-18 01:00:30 main:574] : INFO : Epoch 1917 | loss: 0.0312312 | val_loss: 0.0312312 | Time: 2184.76 ms [2021-03-18 01:00:33 main:574] : INFO : Epoch 1918 | loss: 0.0312321 | val_loss: 0.0312301 | Time: 2184.46 ms [2021-03-18 01:00:35 main:574] : INFO : Epoch 1919 | loss: 0.0312331 | val_loss: 0.0312323 | Time: 2179.64 ms [2021-03-18 01:00:37 main:574] : INFO : Epoch 1920 | loss: 0.0312316 | val_loss: 0.0312299 | Time: 2163.13 ms [2021-03-18 01:00:39 main:574] : INFO : Epoch 1921 | loss: 0.0312316 | val_loss: 0.0312303 | Time: 2194 ms [2021-03-18 01:00:41 main:574] : INFO : Epoch 1922 | loss: 0.031233 | val_loss: 0.0312309 | Time: 2194 ms [2021-03-18 01:00:44 main:574] : INFO : Epoch 1923 | loss: 0.0312316 | val_loss: 0.0312305 | Time: 2169.43 ms [2021-03-18 01:00:46 main:574] : INFO : Epoch 1924 | loss: 0.031231 | val_loss: 0.0312302 | Time: 2194.53 ms [2021-03-18 01:00:48 main:574] : INFO : Epoch 1925 | loss: 0.0312325 | val_loss: 0.0312305 | Time: 2126.8 ms [2021-03-18 01:00:50 main:574] : INFO : Epoch 1926 | loss: 0.0312326 | val_loss: 0.0312325 | Time: 2171.18 ms [2021-03-18 01:00:52 main:574] : INFO : Epoch 1927 | loss: 0.0312315 | val_loss: 0.0312311 | Time: 2158.74 ms [2021-03-18 01:00:55 main:574] : INFO : Epoch 1928 | loss: 0.0312312 | val_loss: 0.03123 | Time: 2174.62 ms [2021-03-18 01:00:57 main:574] : INFO : Epoch 1929 | loss: 0.0312312 | val_loss: 0.0312302 | Time: 2184.03 ms [2021-03-18 01:00:59 main:574] : INFO : Epoch 1930 | loss: 0.0312339 | val_loss: 0.031234 | Time: 2169.01 ms [2021-03-18 01:01:01 main:574] : INFO : Epoch 1931 | loss: 0.031233 | val_loss: 0.031231 | Time: 2158.46 ms [2021-03-18 01:01:03 main:574] : INFO : Epoch 1932 | loss: 0.031231 | val_loss: 0.0312302 | Time: 2129.05 ms [2021-03-18 01:01:05 main:574] : INFO : Epoch 1933 | loss: 0.0312316 | val_loss: 0.0312311 | Time: 2181.11 ms [2021-03-18 01:01:08 main:574] : INFO : Epoch 1934 | loss: 0.0312312 | val_loss: 0.0312301 | Time: 2191.81 ms [2021-03-18 01:01:10 main:574] : INFO : Epoch 1935 | loss: 0.0312312 | val_loss: 0.0312303 | Time: 2189.32 ms [2021-03-18 01:01:12 main:574] : INFO : Epoch 1936 | loss: 0.0312307 | val_loss: 0.0312329 | Time: 2171.29 ms [2021-03-18 01:01:14 main:574] : INFO : Epoch 1937 | loss: 0.0312325 | val_loss: 0.0312306 | Time: 2152.51 ms [2021-03-18 01:01:16 main:574] : INFO : Epoch 1938 | loss: 0.0312312 | val_loss: 0.0312306 | Time: 2203.5 ms [2021-03-18 01:01:19 main:574] : INFO : Epoch 1939 | loss: 0.0312316 | val_loss: 0.0312309 | Time: 2157.88 ms [2021-03-18 01:01:21 main:574] : INFO : Epoch 1940 | loss: 0.0312311 | val_loss: 0.0312303 | Time: 2196.29 ms [2021-03-18 01:01:23 main:574] : INFO : Epoch 1941 | loss: 0.0312314 | val_loss: 0.0312302 | Time: 2195.09 ms [2021-03-18 01:01:25 main:574] : INFO : Epoch 1942 | loss: 0.0312333 | val_loss: 0.0312315 | Time: 2170.32 ms [2021-03-18 01:01:27 main:574] : INFO : Epoch 1943 | loss: 0.0312331 | val_loss: 0.0312311 | Time: 2176.96 ms [2021-03-18 01:01:30 main:574] : INFO : Epoch 1944 | loss: 0.031231 | val_loss: 0.0312331 | Time: 2187.83 ms [2021-03-18 01:01:32 main:574] : INFO : Epoch 1945 | loss: 0.031233 | val_loss: 0.0312315 | Time: 2163.19 ms [2021-03-18 01:01:34 main:574] : INFO : Epoch 1946 | loss: 0.0312326 | val_loss: 0.0312316 | Time: 2175.28 ms [2021-03-18 01:01:36 main:574] : INFO : Epoch 1947 | loss: 0.0312317 | val_loss: 0.0312311 | Time: 2165.87 ms [2021-03-18 01:01:38 main:574] : INFO : Epoch 1948 | loss: 0.031232 | val_loss: 0.0312304 | Time: 2168.08 ms [2021-03-18 01:01:41 main:574] : INFO : Epoch 1949 | loss: 0.031231 | val_loss: 0.0312307 | Time: 2205.51 ms [2021-03-18 01:01:43 main:574] : INFO : Epoch 1950 | loss: 0.0312315 | val_loss: 0.0312379 | Time: 2182.78 ms [2021-03-18 01:01:45 main:574] : INFO : Epoch 1951 | loss: 0.0312325 | val_loss: 0.0312314 | Time: 2200.07 ms [2021-03-18 01:01:47 main:574] : INFO : Epoch 1952 | loss: 0.0312324 | val_loss: 0.0312321 | Time: 2148.58 ms [2021-03-18 01:01:49 main:574] : INFO : Epoch 1953 | loss: 0.031232 | val_loss: 0.0312308 | Time: 2178.18 ms [2021-03-18 01:01:51 main:574] : INFO : Epoch 1954 | loss: 0.0312316 | val_loss: 0.0312322 | Time: 2205.17 ms [2021-03-18 01:01:54 main:574] : INFO : Epoch 1955 | loss: 0.0312335 | val_loss: 0.0312334 | Time: 2139.54 ms [2021-03-18 01:01:56 main:574] : INFO : Epoch 1956 | loss: 0.0312319 | val_loss: 0.031233 | Time: 2168.77 ms [2021-03-18 01:01:58 main:574] : INFO : Epoch 1957 | loss: 0.0312318 | val_loss: 0.0312309 | Time: 2179.11 ms [2021-03-18 01:02:00 main:574] : INFO : Epoch 1958 | loss: 0.0312315 | val_loss: 0.0312354 | Time: 2152.66 ms [2021-03-18 01:02:02 main:574] : INFO : Epoch 1959 | loss: 0.0312333 | val_loss: 0.0312305 | Time: 2166.62 ms [2021-03-18 01:02:05 main:574] : INFO : Epoch 1960 | loss: 0.0312312 | val_loss: 0.03123 | Time: 2183.14 ms [2021-03-18 01:02:07 main:574] : INFO : Epoch 1961 | loss: 0.031234 | val_loss: 0.0312386 | Time: 2163.19 ms [2021-03-18 01:02:09 main:574] : INFO : Epoch 1962 | loss: 0.0312362 | val_loss: 0.0312306 | Time: 2186.06 ms [2021-03-18 01:02:11 main:574] : INFO : Epoch 1963 | loss: 0.0312342 | val_loss: 0.0312314 | Time: 2199.98 ms [2021-03-18 01:02:13 main:574] : INFO : Epoch 1964 | loss: 0.0312326 | val_loss: 0.0312324 | Time: 2174.52 ms [2021-03-18 01:02:16 main:574] : INFO : Epoch 1965 | loss: 0.0312327 | val_loss: 0.0312313 | Time: 2207.6 ms [2021-03-18 01:02:18 main:574] : INFO : Epoch 1966 | loss: 0.0312342 | val_loss: 0.031237 | Time: 2172.02 ms [2021-03-18 01:02:20 main:574] : INFO : Epoch 1967 | loss: 0.0312319 | val_loss: 0.0312299 | Time: 2163.82 ms [2021-03-18 01:02:22 main:574] : INFO : Epoch 1968 | loss: 0.0312333 | val_loss: 0.0312309 | Time: 2182.15 ms [2021-03-18 01:02:24 main:574] : INFO : Epoch 1969 | loss: 0.0312345 | val_loss: 0.0312355 | Time: 2168.5 ms [2021-03-18 01:02:27 main:574] : INFO : Epoch 1970 | loss: 0.0312347 | val_loss: 0.0312341 | Time: 2171.95 ms [2021-03-18 01:02:29 main:574] : INFO : Epoch 1971 | loss: 0.0312334 | val_loss: 0.0312327 | Time: 2206.71 ms [2021-03-18 01:02:31 main:574] : INFO : Epoch 1972 | loss: 0.0312316 | val_loss: 0.0312316 | Time: 2177.13 ms [2021-03-18 01:02:33 main:574] : INFO : Epoch 1973 | loss: 0.0312322 | val_loss: 0.0312335 | Time: 2193.47 ms [2021-03-18 01:02:35 main:574] : INFO : Epoch 1974 | loss: 0.0312357 | val_loss: 0.0312373 | Time: 2200.81 ms [2021-03-18 01:02:38 main:574] : INFO : Epoch 1975 | loss: 0.0312356 | val_loss: 0.0312305 | Time: 2191.61 ms [2021-03-18 01:02:40 main:574] : INFO : Epoch 1976 | loss: 0.0312321 | val_loss: 0.0312354 | Time: 2174.35 ms [2021-03-18 01:02:42 main:574] : INFO : Epoch 1977 | loss: 0.0312314 | val_loss: 0.0312313 | Time: 2175.98 ms [2021-03-18 01:02:44 main:574] : INFO : Epoch 1978 | loss: 0.0312312 | val_loss: 0.03123 | Time: 2271.04 ms [2021-03-18 01:02:46 main:574] : INFO : Epoch 1979 | loss: 0.0312314 | val_loss: 0.0312322 | Time: 2240.73 ms [2021-03-18 01:02:49 main:574] : INFO : Epoch 1980 | loss: 0.0312319 | val_loss: 0.0312313 | Time: 2245.54 ms [2021-03-18 01:02:51 main:574] : INFO : Epoch 1981 | loss: 0.0312321 | val_loss: 0.0312309 | Time: 2157.52 ms [2021-03-18 01:02:53 main:574] : INFO : Epoch 1982 | loss: 0.031231 | val_loss: 0.0312299 | Time: 2215.63 ms [2021-03-18 01:02:55 main:574] : INFO : Epoch 1983 | loss: 0.0312324 | val_loss: 0.0312314 | Time: 2207.73 ms [2021-03-18 01:02:58 main:574] : INFO : Epoch 1984 | loss: 0.0312316 | val_loss: 0.031231 | Time: 2197.81 ms [2021-03-18 01:03:00 main:574] : INFO : Epoch 1985 | loss: 0.0312317 | val_loss: 0.0312311 | Time: 2193.91 ms [2021-03-18 01:03:02 main:574] : INFO : Epoch 1986 | loss: 0.0312321 | val_loss: 0.0312342 | Time: 2181.24 ms [2021-03-18 01:03:04 main:574] : INFO : Epoch 1987 | loss: 0.0312327 | val_loss: 0.0312339 | Time: 2176.51 ms [2021-03-18 01:03:06 main:574] : INFO : Epoch 1988 | loss: 0.0312356 | val_loss: 0.0312341 | Time: 2182.8 ms [2021-03-18 01:03:09 main:574] : INFO : Epoch 1989 | loss: 0.0312361 | val_loss: 0.031232 | Time: 2185.6 ms [2021-03-18 01:03:11 main:574] : INFO : Epoch 1990 | loss: 0.0312337 | val_loss: 0.0312375 | Time: 2169.92 ms [2021-03-18 01:03:13 main:574] : INFO : Epoch 1991 | loss: 0.0312352 | val_loss: 0.0312301 | Time: 2201.35 ms [2021-03-18 01:03:15 main:574] : INFO : Epoch 1992 | loss: 0.0312355 | val_loss: 0.0312328 | Time: 2260.14 ms [2021-03-18 01:03:18 main:574] : INFO : Epoch 1993 | loss: 0.0312343 | val_loss: 0.0312358 | Time: 2268.37 ms [2021-03-18 01:03:20 main:574] : INFO : Epoch 1994 | loss: 0.031233 | val_loss: 0.0312306 | Time: 2171.26 ms [2021-03-18 01:03:22 main:574] : INFO : Epoch 1995 | loss: 0.0312315 | val_loss: 0.0312301 | Time: 2181.47 ms [2021-03-18 01:03:24 main:574] : INFO : Epoch 1996 | loss: 0.0312318 | val_loss: 0.0312302 | Time: 2158.6 ms [2021-03-18 01:03:26 main:574] : INFO : Epoch 1997 | loss: 0.0312333 | val_loss: 0.0312343 | Time: 2185.18 ms [2021-03-18 01:03:28 main:574] : INFO : Epoch 1998 | loss: 0.031233 | val_loss: 0.0312305 | Time: 2162.33 ms [2021-03-18 01:03:31 main:574] : INFO : Epoch 1999 | loss: 0.0312324 | val_loss: 0.0312304 | Time: 2173.61 ms [2021-03-18 01:03:33 main:574] : INFO : Epoch 2000 | loss: 0.0312323 | val_loss: 0.031232 | Time: 2182.15 ms [2021-03-18 01:03:35 main:574] : INFO : Epoch 2001 | loss: 0.0312315 | val_loss: 0.0312318 | Time: 2214.34 ms [2021-03-18 01:03:37 main:574] : INFO : Epoch 2002 | loss: 0.0312317 | val_loss: 0.0312307 | Time: 2168.67 ms [2021-03-18 01:03:39 main:574] : INFO : Epoch 2003 | loss: 0.0312312 | val_loss: 0.03123 | Time: 2163.8 ms [2021-03-18 01:03:42 main:574] : INFO : Epoch 2004 | loss: 0.031231 | val_loss: 0.0312318 | Time: 2193.65 ms [2021-03-18 01:03:44 main:574] : INFO : Epoch 2005 | loss: 0.0312309 | val_loss: 0.03123 | Time: 2172.69 ms [2021-03-18 01:03:46 main:574] : INFO : Epoch 2006 | loss: 0.0312329 | val_loss: 0.0312328 | Time: 2199.55 ms [2021-03-18 01:03:48 main:574] : INFO : Epoch 2007 | loss: 0.0312319 | val_loss: 0.0312317 | Time: 2167.46 ms [2021-03-18 01:03:50 main:574] : INFO : Epoch 2008 | loss: 0.0312313 | val_loss: 0.031233 | Time: 2226.21 ms [2021-03-18 01:03:53 main:574] : INFO : Epoch 2009 | loss: 0.0312317 | val_loss: 0.0312305 | Time: 2172.4 ms [2021-03-18 01:03:55 main:574] : INFO : Epoch 2010 | loss: 0.0312321 | val_loss: 0.0312357 | Time: 2173.05 ms [2021-03-18 01:03:57 main:574] : INFO : Epoch 2011 | loss: 0.0312338 | val_loss: 0.0312304 | Time: 2186.83 ms [2021-03-18 01:03:59 main:574] : INFO : Epoch 2012 | loss: 0.0312313 | val_loss: 0.0312317 | Time: 2185.67 ms [2021-03-18 01:04:01 main:574] : INFO : Epoch 2013 | loss: 0.031233 | val_loss: 0.0312312 | Time: 2203.38 ms [2021-03-18 01:04:04 main:574] : INFO : Epoch 2014 | loss: 0.0312331 | val_loss: 0.0312319 | Time: 2199.48 ms [2021-03-18 01:04:06 main:574] : INFO : Epoch 2015 | loss: 0.0312331 | val_loss: 0.0312353 | Time: 2180.55 ms [2021-03-18 01:04:08 main:574] : INFO : Epoch 2016 | loss: 0.0312338 | val_loss: 0.0312321 | Time: 2220.63 ms [2021-03-18 01:04:10 main:574] : INFO : Epoch 2017 | loss: 0.0312315 | val_loss: 0.0312335 | Time: 2183.32 ms [2021-03-18 01:04:12 main:574] : INFO : Epoch 2018 | loss: 0.0312331 | val_loss: 0.0312301 | Time: 2180.45 ms [2021-03-18 01:04:15 main:574] : INFO : Epoch 2019 | loss: 0.0312359 | val_loss: 0.0312488 | Time: 2181.71 ms [2021-03-18 01:04:17 main:574] : INFO : Epoch 2020 | loss: 0.0312354 | val_loss: 0.0312308 | Time: 2204.39 ms [2021-03-18 01:04:19 main:574] : INFO : Epoch 2021 | loss: 0.031234 | val_loss: 0.0312332 | Time: 2142.99 ms [2021-03-18 01:04:21 main:574] : INFO : Epoch 2022 | loss: 0.0312332 | val_loss: 0.0312326 | Time: 2165.67 ms [2021-03-18 01:04:23 main:574] : INFO : Epoch 2023 | loss: 0.0312332 | val_loss: 0.0312325 | Time: 2139.45 ms [2021-03-18 01:04:26 main:574] : INFO : Epoch 2024 | loss: 0.031233 | val_loss: 0.0312309 | Time: 2154.99 ms [2021-03-18 01:04:28 main:574] : INFO : Epoch 2025 | loss: 0.0312318 | val_loss: 0.03123 | Time: 2199.95 ms [2021-03-18 01:04:30 main:574] : INFO : Epoch 2026 | loss: 0.0312317 | val_loss: 0.03123 | Time: 2173.32 ms [2021-03-18 01:04:32 main:574] : INFO : Epoch 2027 | loss: 0.0312315 | val_loss: 0.0312304 | Time: 2173.32 ms [2021-03-18 01:04:34 main:574] : INFO : Epoch 2028 | loss: 0.0312307 | val_loss: 0.0312321 | Time: 2171.9 ms [2021-03-18 01:04:37 main:574] : INFO : Epoch 2029 | loss: 0.0312328 | val_loss: 0.0312357 | Time: 2190.16 ms [2021-03-18 01:04:39 main:574] : INFO : Epoch 2030 | loss: 0.0312325 | val_loss: 0.031231 | Time: 2180.77 ms [2021-03-18 01:04:41 main:574] : INFO : Epoch 2031 | loss: 0.0312315 | val_loss: 0.0312309 | Time: 2246.24 ms [2021-03-18 01:04:43 main:574] : INFO : Epoch 2032 | loss: 0.0312337 | val_loss: 0.0312312 | Time: 2125.44 ms [2021-03-18 01:04:45 main:574] : INFO : Epoch 2033 | loss: 0.0312324 | val_loss: 0.0312311 | Time: 2175.05 ms [2021-03-18 01:04:47 main:574] : INFO : Epoch 2034 | loss: 0.0312309 | val_loss: 0.0312302 | Time: 2159.53 ms [2021-03-18 01:04:50 main:574] : INFO : Epoch 2035 | loss: 0.0312309 | val_loss: 0.0312308 | Time: 2185.18 ms [2021-03-18 01:04:52 main:574] : INFO : Epoch 2036 | loss: 0.0312308 | val_loss: 0.0312301 | Time: 2161.68 ms [2021-03-18 01:04:54 main:574] : INFO : Epoch 2037 | loss: 0.0312314 | val_loss: 0.0312323 | Time: 2189.2 ms [2021-03-18 01:04:56 main:574] : INFO : Epoch 2038 | loss: 0.0312307 | val_loss: 0.0312304 | Time: 2207.08 ms [2021-03-18 01:04:59 main:574] : INFO : Epoch 2039 | loss: 0.0312318 | val_loss: 0.0312312 | Time: 2205.82 ms [2021-03-18 01:05:01 main:574] : INFO : Epoch 2040 | loss: 0.0312313 | val_loss: 0.0312338 | Time: 2170.66 ms [2021-03-18 01:05:03 main:574] : INFO : Epoch 2041 | loss: 0.0312309 | val_loss: 0.0312298 | Time: 2137.13 ms [2021-03-18 01:05:05 main:574] : INFO : Epoch 2042 | loss: 0.0312318 | val_loss: 0.0312305 | Time: 2185.16 ms [2021-03-18 01:05:07 main:574] : INFO : Epoch 2043 | loss: 0.0312333 | val_loss: 0.0312356 | Time: 2165.45 ms [2021-03-18 01:05:09 main:574] : INFO : Epoch 2044 | loss: 0.0312323 | val_loss: 0.0312326 | Time: 2194.46 ms [2021-03-18 01:05:12 main:574] : INFO : Epoch 2045 | loss: 0.0312326 | val_loss: 0.0312302 | Time: 2228.64 ms [2021-03-18 01:05:14 main:574] : INFO : Epoch 2046 | loss: 0.0312312 | val_loss: 0.03123 | Time: 2178.61 ms [2021-03-18 01:05:16 main:574] : INFO : Epoch 2047 | loss: 0.0312314 | val_loss: 0.0312316 | Time: 2195.6 ms [2021-03-18 01:05:18 main:574] : INFO : Epoch 2048 | loss: 0.0312322 | val_loss: 0.0312306 | Time: 2153.61 ms [2021-03-18 01:05:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312306 [2021-03-18 01:05:18 main:603] : INFO : Saving end state to config to file [2021-03-18 01:05:18 main:608] : INFO : Success, exiting.. 01:05:18 (8972): 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)