Task 13037032
| Name | ParityModified-1647040526-18315-1-0_0 |
| Workunit | 10164990 |
| Created | 13 Mar 2022, 6:27:43 UTC |
| Sent | 20 Mar 2022, 22:52:02 UTC |
| Report deadline | 28 Mar 2022, 22:52:02 UTC |
| Received | 22 Mar 2022, 1:17:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 16 min 54 sec |
| CPU time | 1 hours 16 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1542 | loss: 0.0312363 | val_loss: 0.0312396 | Time: 2226.3 ms [2022-03-21 18:58:00 main:574] : INFO : Epoch 1543 | loss: 0.0312367 | val_loss: 0.03124 | Time: 2255.32 ms [2022-03-21 18:58:02 main:574] : INFO : Epoch 1544 | loss: 0.0312367 | val_loss: 0.0312395 | Time: 2294.86 ms [2022-03-21 18:58:04 main:574] : INFO : Epoch 1545 | loss: 0.0312362 | val_loss: 0.0312444 | Time: 2238.06 ms [2022-03-21 18:58:06 main:574] : INFO : Epoch 1546 | loss: 0.0312391 | val_loss: 0.0312452 | Time: 2207.71 ms [2022-03-21 18:58:09 main:574] : INFO : Epoch 1547 | loss: 0.0312383 | val_loss: 0.0312406 | Time: 2216.47 ms [2022-03-21 18:58:11 main:574] : INFO : Epoch 1548 | loss: 0.0312362 | val_loss: 0.0312401 | Time: 2218.31 ms [2022-03-21 18:58:13 main:574] : INFO : Epoch 1549 | loss: 0.0312373 | val_loss: 0.0312399 | Time: 2198.29 ms [2022-03-21 18:58:15 main:574] : INFO : Epoch 1550 | loss: 0.0312374 | val_loss: 0.0312418 | Time: 2258.62 ms [2022-03-21 18:58:18 main:574] : INFO : Epoch 1551 | loss: 0.0312382 | val_loss: 0.0312406 | Time: 2265.01 ms [2022-03-21 18:58:20 main:574] : INFO : Epoch 1552 | loss: 0.0312366 | val_loss: 0.0312404 | Time: 2267.32 ms [2022-03-21 18:58:22 main:574] : INFO : Epoch 1553 | loss: 0.0312361 | val_loss: 0.0312394 | Time: 2351.46 ms [2022-03-21 18:58:25 main:574] : INFO : Epoch 1554 | loss: 0.0312363 | val_loss: 0.0312396 | Time: 2252.36 ms [2022-03-21 18:58:27 main:574] : INFO : Epoch 1555 | loss: 0.0312368 | val_loss: 0.0312394 | Time: 2248.66 ms [2022-03-21 18:58:29 main:574] : INFO : Epoch 1556 | loss: 0.0312374 | val_loss: 0.0312421 | Time: 2212.73 ms [2022-03-21 18:58:31 main:574] : INFO : Epoch 1557 | loss: 0.0312368 | val_loss: 0.0312411 | Time: 2231.5 ms [2022-03-21 18:58:33 main:574] : INFO : Epoch 1558 | loss: 0.0312372 | val_loss: 0.0312393 | Time: 2220.99 ms [2022-03-21 18:58:36 main:574] : INFO : Epoch 1559 | loss: 0.0312362 | val_loss: 0.0312395 | Time: 2193.47 ms [2022-03-21 18:58:38 main:574] : INFO : Epoch 1560 | loss: 0.0312365 | val_loss: 0.0312409 | Time: 2186.18 ms [2022-03-21 18:58:40 main:574] : INFO : Epoch 1561 | loss: 0.0312369 | val_loss: 0.0312396 | Time: 2258.1 ms [2022-03-21 18:58:42 main:574] : INFO : Epoch 1562 | loss: 0.0312368 | val_loss: 0.0312403 | Time: 2248.78 ms [2022-03-21 18:58:45 main:574] : INFO : Epoch 1563 | loss: 0.0312369 | val_loss: 0.0312407 | Time: 2199.08 ms [2022-03-21 18:58:47 main:574] : INFO : Epoch 1564 | loss: 0.0312367 | val_loss: 0.0312396 | Time: 2376.29 ms [2022-03-21 18:58:49 main:574] : INFO : Epoch 1565 | loss: 0.0312363 | val_loss: 0.0312423 | Time: 2180.67 ms [2022-03-21 18:58:51 main:574] : INFO : Epoch 1566 | loss: 0.0312383 | val_loss: 0.0312413 | Time: 2220.47 ms [2022-03-21 18:58:54 main:574] : INFO : Epoch 1567 | loss: 0.0312371 | val_loss: 0.0312397 | Time: 2284.24 ms [2022-03-21 18:58:56 main:574] : INFO : Epoch 1568 | loss: 0.0312367 | val_loss: 0.0312419 | Time: 2231.08 ms [2022-03-21 18:58:58 main:574] : INFO : Epoch 1569 | loss: 0.0312364 | val_loss: 0.0312404 | Time: 2271.01 ms [2022-03-21 18:59:00 main:574] : INFO : Epoch 1570 | loss: 0.031236 | val_loss: 0.0312398 | Time: 2216.27 ms [2022-03-21 18:59:03 main:574] : INFO : Epoch 1571 | loss: 0.0312364 | val_loss: 0.0312395 | Time: 2228.49 ms [2022-03-21 18:59:05 main:574] : INFO : Epoch 1572 | loss: 0.0312363 | val_loss: 0.0312394 | Time: 2215.18 ms [2022-03-21 18:59:07 main:574] : INFO : Epoch 1573 | loss: 0.0312366 | val_loss: 0.0312395 | Time: 2183.23 ms [2022-03-21 18:59:09 main:574] : INFO : Epoch 1574 | loss: 0.0312362 | val_loss: 0.0312397 | Time: 2249.54 ms [2022-03-21 18:59:12 main:574] : INFO : Epoch 1575 | loss: 0.0312358 | val_loss: 0.0312401 | Time: 2237.96 ms [2022-03-21 18:59:14 main:574] : INFO : Epoch 1576 | loss: 0.0312364 | val_loss: 0.0312416 | Time: 2201.68 ms [2022-03-21 18:59:16 main:574] : INFO : Epoch 1577 | loss: 0.0312369 | val_loss: 0.0312394 | Time: 2198.29 ms [2022-03-21 18:59:18 main:574] : INFO : Epoch 1578 | loss: 0.0312361 | val_loss: 0.0312395 | Time: 2240.12 ms [2022-03-21 18:59:20 main:574] : INFO : Epoch 1579 | loss: 0.0312362 | val_loss: 0.0312404 | Time: 2273.36 ms [2022-03-21 18:59:23 main:574] : INFO : Epoch 1580 | loss: 0.0312374 | val_loss: 0.0312408 | Time: 2314.72 ms [2022-03-21 18:59:25 main:574] : INFO : Epoch 1581 | loss: 0.0312365 | val_loss: 0.0312401 | Time: 2199.93 ms [2022-03-21 18:59:27 main:574] : INFO : Epoch 1582 | loss: 0.0312379 | val_loss: 0.0312401 | Time: 2260.12 ms [2022-03-21 18:59:30 main:574] : INFO : Epoch 1583 | loss: 0.0312365 | val_loss: 0.0312394 | Time: 2236.86 ms [2022-03-21 18:59:32 main:574] : INFO : Epoch 1584 | loss: 0.0312362 | val_loss: 0.031241 | Time: 2186.06 ms [2022-03-21 18:59:34 main:574] : INFO : Epoch 1585 | loss: 0.0312363 | val_loss: 0.0312397 | Time: 2292.59 ms [2022-03-21 18:59:36 main:574] : INFO : Epoch 1586 | loss: 0.0312362 | val_loss: 0.0312395 | Time: 2205.14 ms [2022-03-21 18:59:38 main:574] : INFO : Epoch 1587 | loss: 0.0312361 | val_loss: 0.0312401 | Time: 2217.58 ms [2022-03-21 18:59:41 main:574] : INFO : Epoch 1588 | loss: 0.0312361 | val_loss: 0.0312401 | Time: 2282.75 ms [2022-03-21 18:59:43 main:574] : INFO : Epoch 1589 | loss: 0.0312367 | val_loss: 0.03124 | Time: 2270.98 ms [2022-03-21 18:59:45 main:574] : INFO : Epoch 1590 | loss: 0.0312366 | val_loss: 0.0312395 | Time: 2183.84 ms [2022-03-21 18:59:47 main:574] : INFO : Epoch 1591 | loss: 0.0312363 | val_loss: 0.0312399 | Time: 2222.96 ms [2022-03-21 18:59:50 main:574] : INFO : Epoch 1592 | loss: 0.0312361 | val_loss: 0.0312396 | Time: 2290.08 ms [2022-03-21 18:59:52 main:574] : INFO : Epoch 1593 | loss: 0.0312361 | val_loss: 0.0312394 | Time: 2263.4 ms [2022-03-21 18:59:54 main:574] : INFO : Epoch 1594 | loss: 0.0312363 | val_loss: 0.0312401 | Time: 2296.18 ms [2022-03-21 18:59:57 main:574] : INFO : Epoch 1595 | loss: 0.0312361 | val_loss: 0.0312412 | Time: 2258.27 ms [2022-03-21 18:59:59 main:574] : INFO : Epoch 1596 | loss: 0.0312359 | val_loss: 0.0312397 | Time: 2277.46 ms [2022-03-21 19:00:01 main:574] : INFO : Epoch 1597 | loss: 0.031237 | val_loss: 0.0312403 | Time: 2251.92 ms [2022-03-21 19:00:03 main:574] : INFO : Epoch 1598 | loss: 0.0312363 | val_loss: 0.0312415 | Time: 2320.41 ms [2022-03-21 19:00:06 main:574] : INFO : Epoch 1599 | loss: 0.0312369 | val_loss: 0.0312401 | Time: 2216.43 ms [2022-03-21 19:00:08 main:574] : INFO : Epoch 1600 | loss: 0.0312373 | val_loss: 0.0312426 | Time: 2288.52 ms [2022-03-21 19:00:10 main:574] : INFO : Epoch 1601 | loss: 0.0312403 | val_loss: 0.0312414 | Time: 2154.2 ms [2022-03-21 19:00:12 main:574] : INFO : Epoch 1602 | loss: 0.0312387 | val_loss: 0.0312428 | Time: 2240.49 ms [2022-03-21 19:00:15 main:574] : INFO : Epoch 1603 | loss: 0.0312382 | val_loss: 0.0312415 | Time: 2287.62 ms [2022-03-21 19:00:17 main:574] : INFO : Epoch 1604 | loss: 0.0312385 | val_loss: 0.0312444 | Time: 2192.98 ms [2022-03-21 19:00:19 main:574] : INFO : Epoch 1605 | loss: 0.0312382 | val_loss: 0.0312427 | Time: 2266.13 ms [2022-03-21 19:00:21 main:574] : INFO : Epoch 1606 | loss: 0.0312385 | val_loss: 0.0312408 | Time: 2266.17 ms [2022-03-21 19:00:24 main:574] : INFO : Epoch 1607 | loss: 0.031238 | val_loss: 0.0312403 | Time: 2177.34 ms [2022-03-21 19:00:26 main:574] : INFO : Epoch 1608 | loss: 0.0312364 | val_loss: 0.0312402 | Time: 2286.36 ms [2022-03-21 19:00:28 main:574] : INFO : Epoch 1609 | loss: 0.0312363 | val_loss: 0.0312407 | Time: 2305.87 ms [2022-03-21 19:00:30 main:574] : INFO : Epoch 1610 | loss: 0.0312367 | val_loss: 0.0312396 | Time: 2206.83 ms [2022-03-21 19:00:33 main:574] : INFO : Epoch 1611 | loss: 0.0312365 | val_loss: 0.0312421 | Time: 2235.71 ms [2022-03-21 19:00:35 main:574] : INFO : Epoch 1612 | loss: 0.0312364 | val_loss: 0.0312401 | Time: 2176.27 ms [2022-03-21 19:00:37 main:574] : INFO : Epoch 1613 | loss: 0.0312374 | val_loss: 0.031241 | Time: 2213.2 ms [2022-03-21 19:00:39 main:574] : INFO : Epoch 1614 | loss: 0.0312369 | val_loss: 0.0312417 | Time: 2184.63 ms [2022-03-21 19:00:41 main:574] : INFO : Epoch 1615 | loss: 0.0312368 | val_loss: 0.0312397 | Time: 2273.16 ms [2022-03-21 19:00:44 main:574] : INFO : Epoch 1616 | loss: 0.0312366 | val_loss: 0.0312397 | Time: 2327.25 ms [2022-03-21 19:00:46 main:574] : INFO : Epoch 1617 | loss: 0.0312365 | val_loss: 0.0312398 | Time: 2253.89 ms [2022-03-21 19:00:48 main:574] : INFO : Epoch 1618 | loss: 0.0312363 | val_loss: 0.0312394 | Time: 2241.95 ms [2022-03-21 19:00:50 main:574] : INFO : Epoch 1619 | loss: 0.0312362 | val_loss: 0.0312431 | Time: 2163.91 ms [2022-03-21 19:00:53 main:574] : INFO : Epoch 1620 | loss: 0.0312368 | val_loss: 0.0312408 | Time: 2273.92 ms [2022-03-21 19:00:55 main:574] : INFO : Epoch 1621 | loss: 0.0312366 | val_loss: 0.0312398 | Time: 2210.85 ms [2022-03-21 19:00:57 main:574] : INFO : Epoch 1622 | loss: 0.0312362 | val_loss: 0.0312395 | Time: 2256.72 ms [2022-03-21 19:01:00 main:574] : INFO : Epoch 1623 | loss: 0.0312367 | val_loss: 0.0312438 | Time: 2287.02 ms [2022-03-21 19:01:02 main:574] : INFO : Epoch 1624 | loss: 0.0312372 | val_loss: 0.0312415 | Time: 2284.34 ms [2022-03-21 19:01:04 main:574] : INFO : Epoch 1625 | loss: 0.031237 | val_loss: 0.0312417 | Time: 2196.95 ms [2022-03-21 19:01:06 main:574] : INFO : Epoch 1626 | loss: 0.0312365 | val_loss: 0.0312402 | Time: 2269.43 ms [2022-03-21 19:01:09 main:574] : INFO : Epoch 1627 | loss: 0.0312364 | val_loss: 0.0312397 | Time: 2237.82 ms [2022-03-21 19:01:11 main:574] : INFO : Epoch 1628 | loss: 0.0312375 | val_loss: 0.0312403 | Time: 2184.01 ms [2022-03-21 19:01:13 main:574] : INFO : Epoch 1629 | loss: 0.0312368 | val_loss: 0.0312395 | Time: 2223.75 ms [2022-03-21 19:01:15 main:574] : INFO : Epoch 1630 | loss: 0.0312367 | val_loss: 0.0312396 | Time: 2285.7 ms [2022-03-21 19:01:18 main:574] : INFO : Epoch 1631 | loss: 0.0312371 | val_loss: 0.0312447 | Time: 2287.58 ms [2022-03-21 19:01:20 main:574] : INFO : Epoch 1632 | loss: 0.031237 | val_loss: 0.0312394 | Time: 2209.07 ms [2022-03-21 19:01:22 main:574] : INFO : Epoch 1633 | loss: 0.0312365 | val_loss: 0.0312432 | Time: 2329.93 ms [2022-03-21 19:01:24 main:574] : INFO : Epoch 1634 | loss: 0.0312368 | val_loss: 0.03124 | Time: 2189.15 ms [2022-03-21 19:01:27 main:574] : INFO : Epoch 1635 | loss: 0.0312362 | val_loss: 0.0312424 | Time: 2216.87 ms [2022-03-21 19:01:29 main:574] : INFO : Epoch 1636 | loss: 0.0312365 | val_loss: 0.0312419 | Time: 2250.37 ms [2022-03-21 19:01:31 main:574] : INFO : Epoch 1637 | loss: 0.0312368 | val_loss: 0.0312399 | Time: 2207.5 ms [2022-03-21 19:01:33 main:574] : INFO : Epoch 1638 | loss: 0.0312369 | val_loss: 0.0312407 | Time: 2192.92 ms [2022-03-21 19:01:35 main:574] : INFO : Epoch 1639 | loss: 0.0312365 | val_loss: 0.0312428 | Time: 2174.27 ms [2022-03-21 19:01:38 main:574] : INFO : Epoch 1640 | loss: 0.0312376 | val_loss: 0.0312418 | Time: 2317.89 ms [2022-03-21 19:01:40 main:574] : INFO : Epoch 1641 | loss: 0.0312368 | val_loss: 0.0312394 | Time: 2255.57 ms [2022-03-21 19:01:42 main:574] : INFO : Epoch 1642 | loss: 0.0312361 | val_loss: 0.0312395 | Time: 2275.07 ms [2022-03-21 19:01:44 main:574] : INFO : Epoch 1643 | loss: 0.0312364 | val_loss: 0.0312409 | Time: 2247.56 ms [2022-03-21 19:01:47 main:574] : INFO : Epoch 1644 | loss: 0.0312363 | val_loss: 0.0312397 | Time: 2263.21 ms [2022-03-21 19:01:49 main:574] : INFO : Epoch 1645 | loss: 0.0312374 | val_loss: 0.0312426 | Time: 2213.27 ms [2022-03-21 19:01:51 main:574] : INFO : Epoch 1646 | loss: 0.0312374 | val_loss: 0.0312426 | Time: 2293.95 ms [2022-03-21 19:01:53 main:574] : INFO : Epoch 1647 | loss: 0.0312378 | val_loss: 0.0312396 | Time: 2200.73 ms [2022-03-21 19:01:56 main:574] : INFO : Epoch 1648 | loss: 0.0312361 | val_loss: 0.0312395 | Time: 2214.97 ms [2022-03-21 19:01:58 main:574] : INFO : Epoch 1649 | loss: 0.0312362 | val_loss: 0.0312397 | Time: 2318.22 ms [2022-03-21 19:02:00 main:574] : INFO : Epoch 1650 | loss: 0.031236 | val_loss: 0.0312396 | Time: 2175.95 ms [2022-03-21 19:02:02 main:574] : INFO : Epoch 1651 | loss: 0.0312361 | val_loss: 0.0312397 | Time: 2199.81 ms [2022-03-21 19:02:05 main:574] : INFO : Epoch 1652 | loss: 0.0312362 | val_loss: 0.0312398 | Time: 2246.61 ms [2022-03-21 19:02:07 main:574] : INFO : Epoch 1653 | loss: 0.0312363 | val_loss: 0.0312395 | Time: 2264.06 ms [2022-03-21 19:02:09 main:574] : INFO : Epoch 1654 | loss: 0.0312363 | val_loss: 0.0312401 | Time: 2220.42 ms [2022-03-21 19:02:11 main:574] : INFO : Epoch 1655 | loss: 0.0312364 | val_loss: 0.0312395 | Time: 2187.74 ms [2022-03-21 19:02:14 main:574] : INFO : Epoch 1656 | loss: 0.0312362 | val_loss: 0.0312413 | Time: 2246.46 ms [2022-03-21 19:02:16 main:574] : INFO : Epoch 1657 | loss: 0.0312361 | val_loss: 0.0312395 | Time: 2254.34 ms [2022-03-21 19:02:18 main:574] : INFO : Epoch 1658 | loss: 0.0312364 | val_loss: 0.0312395 | Time: 2213.04 ms [2022-03-21 19:02:20 main:574] : INFO : Epoch 1659 | loss: 0.0312359 | val_loss: 0.0312407 | Time: 2280.6 ms [2022-03-21 19:02:23 main:574] : INFO : Epoch 1660 | loss: 0.0312362 | val_loss: 0.0312395 | Time: 2278.42 ms [2022-03-21 19:02:25 main:574] : INFO : Epoch 1661 | loss: 0.0312365 | val_loss: 0.0312395 | Time: 2242.95 ms [2022-03-21 19:02:27 main:574] : INFO : Epoch 1662 | loss: 0.0312368 | val_loss: 0.0312396 | Time: 2154.58 ms [2022-03-21 19:02:29 main:574] : INFO : Epoch 1663 | loss: 0.0312362 | val_loss: 0.0312395 | Time: 2250.36 ms [2022-03-21 19:02:32 main:574] : INFO : Epoch 1664 | loss: 0.0312366 | val_loss: 0.0312404 | Time: 2223.65 ms [2022-03-21 19:02:34 main:574] : INFO : Epoch 1665 | loss: 0.0312371 | val_loss: 0.0312415 | Time: 2260.47 ms [2022-03-21 19:02:36 main:574] : INFO : Epoch 1666 | loss: 0.0312367 | val_loss: 0.0312397 | Time: 2172.99 ms [2022-03-21 19:02:38 main:574] : INFO : Epoch 1667 | loss: 0.0312359 | val_loss: 0.0312396 | Time: 2215.86 ms [2022-03-21 19:02:40 main:574] : INFO : Epoch 1668 | loss: 0.0312362 | val_loss: 0.0312397 | Time: 2224.78 ms [2022-03-21 19:02:43 main:574] : INFO : Epoch 1669 | loss: 0.0312369 | val_loss: 0.0312396 | Time: 2231.68 ms [2022-03-21 19:02:45 main:574] : INFO : Epoch 1670 | loss: 0.0312369 | val_loss: 0.0312403 | Time: 2316.62 ms [2022-03-21 19:02:47 main:574] : INFO : Epoch 1671 | loss: 0.0312366 | val_loss: 0.0312434 | Time: 2315.09 ms [2022-03-21 19:02:50 main:574] : INFO : Epoch 1672 | loss: 0.0312374 | val_loss: 0.0312406 | Time: 2274.59 ms [2022-03-21 19:02:52 main:574] : INFO : Epoch 1673 | loss: 0.0312361 | val_loss: 0.0312402 | Time: 2145.01 ms [2022-03-21 19:02:54 main:574] : INFO : Epoch 1674 | loss: 0.031237 | val_loss: 0.0312435 | Time: 2266.63 ms [2022-03-21 19:02:56 main:574] : INFO : Epoch 1675 | loss: 0.0312373 | val_loss: 0.0312398 | Time: 2177.38 ms [2022-03-21 19:02:58 main:574] : INFO : Epoch 1676 | loss: 0.031237 | val_loss: 0.0312411 | Time: 2300.85 ms [2022-03-21 19:03:01 main:574] : INFO : Epoch 1677 | loss: 0.031237 | val_loss: 0.0312398 | Time: 2245.41 ms [2022-03-21 19:03:03 main:574] : INFO : Epoch 1678 | loss: 0.0312374 | val_loss: 0.0312421 | Time: 2239.18 ms [2022-03-21 19:03:05 main:574] : INFO : Epoch 1679 | loss: 0.0312368 | val_loss: 0.0312398 | Time: 2265.94 ms [2022-03-21 19:03:08 main:574] : INFO : Epoch 1680 | loss: 0.0312362 | val_loss: 0.03124 | Time: 2242.51 ms [2022-03-21 19:03:10 main:574] : INFO : Epoch 1681 | loss: 0.0312361 | val_loss: 0.0312412 | Time: 2195.71 ms [2022-03-21 19:03:12 main:574] : INFO : Epoch 1682 | loss: 0.0312365 | val_loss: 0.0312398 | Time: 2284.19 ms [2022-03-21 19:03:14 main:574] : INFO : Epoch 1683 | loss: 0.031236 | val_loss: 0.0312398 | Time: 2239.51 ms [2022-03-21 19:03:16 main:574] : INFO : Epoch 1684 | loss: 0.0312371 | val_loss: 0.0312415 | Time: 2217.41 ms [2022-03-21 19:03:19 main:574] : INFO : Epoch 1685 | loss: 0.0312391 | val_loss: 0.0312418 | Time: 2193.26 ms [2022-03-21 19:03:21 main:574] : INFO : Epoch 1686 | loss: 0.0312369 | val_loss: 0.0312395 | Time: 2382.75 ms [2022-03-21 19:03:23 main:574] : INFO : Epoch 1687 | loss: 0.0312362 | val_loss: 0.0312399 | Time: 2237.75 ms [2022-03-21 19:03:26 main:574] : INFO : Epoch 1688 | loss: 0.0312373 | val_loss: 0.0312403 | Time: 2273.35 ms [2022-03-21 19:03:28 main:574] : INFO : Epoch 1689 | loss: 0.0312366 | val_loss: 0.0312413 | Time: 2231.46 ms [2022-03-21 19:03:30 main:574] : INFO : Epoch 1690 | loss: 0.0312362 | val_loss: 0.0312402 | Time: 2215.33 ms [2022-03-21 19:03:32 main:574] : INFO : Epoch 1691 | loss: 0.0312362 | val_loss: 0.0312403 | Time: 2346.66 ms [2022-03-21 19:03:35 main:574] : INFO : Epoch 1692 | loss: 0.0312362 | val_loss: 0.0312402 | Time: 2232.86 ms [2022-03-21 19:03:37 main:574] : INFO : Epoch 1693 | loss: 0.0312361 | val_loss: 0.0312417 | Time: 2294.22 ms [2022-03-21 19:03:39 main:574] : INFO : Epoch 1694 | loss: 0.0312369 | val_loss: 0.0312395 | Time: 2242.65 ms [2022-03-21 19:03:41 main:574] : INFO : Epoch 1695 | loss: 0.0312362 | val_loss: 0.0312397 | Time: 2212.4 ms [2022-03-21 19:03:44 main:574] : INFO : Epoch 1696 | loss: 0.031236 | val_loss: 0.0312406 | Time: 2272.2 ms [2022-03-21 19:03:46 main:574] : INFO : Epoch 1697 | loss: 0.0312366 | val_loss: 0.0312398 | Time: 2204.18 ms [2022-03-21 19:03:48 main:574] : INFO : Epoch 1698 | loss: 0.0312388 | val_loss: 0.0312436 | Time: 2259.45 ms [2022-03-21 19:03:50 main:574] : INFO : Epoch 1699 | loss: 0.0312389 | val_loss: 0.0312417 | Time: 2213.9 ms [2022-03-21 19:03:53 main:574] : INFO : Epoch 1700 | loss: 0.0312371 | val_loss: 0.0312396 | Time: 2246.7 ms [2022-03-21 19:03:55 main:574] : INFO : Epoch 1701 | loss: 0.0312371 | val_loss: 0.0312422 | Time: 2258.51 ms [2022-03-21 19:03:57 main:574] : INFO : Epoch 1702 | loss: 0.0312368 | val_loss: 0.0312399 | Time: 2226.32 ms [2022-03-21 19:03:59 main:574] : INFO : Epoch 1703 | loss: 0.0312361 | val_loss: 0.0312394 | Time: 2235.51 ms [2022-03-21 19:04:02 main:574] : INFO : Epoch 1704 | loss: 0.0312359 | val_loss: 0.0312418 | Time: 2304.58 ms [2022-03-21 19:04:04 main:574] : INFO : Epoch 1705 | loss: 0.0312364 | val_loss: 0.0312406 | Time: 2295.05 ms [2022-03-21 19:04:06 main:574] : INFO : Epoch 1706 | loss: 0.0312371 | val_loss: 0.0312403 | Time: 2280.68 ms [2022-03-21 19:04:08 main:574] : INFO : Epoch 1707 | loss: 0.031236 | val_loss: 0.0312397 | Time: 2215.97 ms [2022-03-21 19:04:11 main:574] : INFO : Epoch 1708 | loss: 0.0312368 | val_loss: 0.0312399 | Time: 2207.81 ms [2022-03-21 19:04:13 main:574] : INFO : Epoch 1709 | loss: 0.0312375 | val_loss: 0.0312401 | Time: 2228.07 ms [2022-03-21 19:04:15 main:574] : INFO : Epoch 1710 | loss: 0.0312364 | val_loss: 0.0312402 | Time: 2304.67 ms [2022-03-21 19:04:17 main:574] : INFO : Epoch 1711 | loss: 0.0312363 | val_loss: 0.0312395 | Time: 2205.73 ms [2022-03-21 19:04:20 main:574] : INFO : Epoch 1712 | loss: 0.0312363 | val_loss: 0.0312422 | Time: 2230.11 ms [2022-03-21 19:04:22 main:574] : INFO : Epoch 1713 | loss: 0.0312372 | val_loss: 0.0312397 | Time: 2234.82 ms [2022-03-21 19:04:24 main:574] : INFO : Epoch 1714 | loss: 0.0312366 | val_loss: 0.0312421 | Time: 2247.11 ms [2022-03-21 19:04:26 main:574] : INFO : Epoch 1715 | loss: 0.0312386 | val_loss: 0.0312404 | Time: 2156.89 ms [2022-03-21 19:04:29 main:574] : INFO : Epoch 1716 | loss: 0.0312368 | val_loss: 0.0312417 | Time: 2255.84 ms [2022-03-21 19:04:31 main:574] : INFO : Epoch 1717 | loss: 0.0312377 | val_loss: 0.0312412 | Time: 2246.32 ms [2022-03-21 19:04:33 main:574] : INFO : Epoch 1718 | loss: 0.0312368 | val_loss: 0.0312398 | Time: 2268.17 ms [2022-03-21 19:04:35 main:574] : INFO : Epoch 1719 | loss: 0.0312362 | val_loss: 0.0312394 | Time: 2154.17 ms [2022-03-21 19:04:37 main:574] : INFO : Epoch 1720 | loss: 0.0312363 | val_loss: 0.0312394 | Time: 2212.9 ms [2022-03-21 19:04:40 main:574] : INFO : Epoch 1721 | loss: 0.0312365 | val_loss: 0.0312401 | Time: 2190.9 ms [2022-03-21 19:04:42 main:574] : INFO : Epoch 1722 | loss: 0.0312359 | val_loss: 0.0312394 | Time: 2216.73 ms [2022-03-21 19:04:44 main:574] : INFO : Epoch 1723 | loss: 0.0312361 | val_loss: 0.0312404 | Time: 2213.21 ms [2022-03-21 19:04:46 main:574] : INFO : Epoch 1724 | loss: 0.0312362 | val_loss: 0.03124 | Time: 2246.31 ms [2022-03-21 19:04:49 main:574] : INFO : Epoch 1725 | loss: 0.0312362 | val_loss: 0.0312397 | Time: 2183.66 ms [2022-03-21 19:04:51 main:574] : INFO : Epoch 1726 | loss: 0.0312363 | val_loss: 0.0312394 | Time: 2228.36 ms [2022-03-21 19:04:53 main:574] : INFO : Epoch 1727 | loss: 0.0312374 | val_loss: 0.0312428 | Time: 2202.54 ms [2022-03-21 19:04:55 main:574] : INFO : Epoch 1728 | loss: 0.0312381 | val_loss: 0.0312442 | Time: 2175.9 ms [2022-03-21 19:04:57 main:574] : INFO : Epoch 1729 | loss: 0.0312381 | val_loss: 0.0312442 | Time: 2218.83 ms [2022-03-21 19:05:00 main:574] : INFO : Epoch 1730 | loss: 0.0312374 | val_loss: 0.0312402 | Time: 2226.04 ms [2022-03-21 19:05:02 main:574] : INFO : Epoch 1731 | loss: 0.0312373 | val_loss: 0.0312454 | Time: 2311.53 ms [2022-03-21 19:05:04 main:574] : INFO : Epoch 1732 | loss: 0.0312398 | val_loss: 0.0312409 | Time: 2197.46 ms [2022-03-21 19:05:06 main:574] : INFO : Epoch 1733 | loss: 0.0312385 | val_loss: 0.0312422 | Time: 2219.65 ms [2022-03-21 19:05:09 main:574] : INFO : Epoch 1734 | loss: 0.0312385 | val_loss: 0.0312428 | Time: 2243.8 ms [2022-03-21 19:05:11 main:574] : INFO : Epoch 1735 | loss: 0.0312378 | val_loss: 0.0312421 | Time: 2186.38 ms [2022-03-21 19:05:13 main:574] : INFO : Epoch 1736 | loss: 0.0312365 | val_loss: 0.0312398 | Time: 2248.03 ms [2022-03-21 19:05:15 main:574] : INFO : Epoch 1737 | loss: 0.0312365 | val_loss: 0.0312397 | Time: 2243.73 ms [2022-03-21 19:05:18 main:574] : INFO : Epoch 1738 | loss: 0.0312361 | val_loss: 0.0312397 | Time: 2240.85 ms [2022-03-21 19:05:20 main:574] : INFO : Epoch 1739 | loss: 0.0312367 | val_loss: 0.0312396 | Time: 2274.55 ms [2022-03-21 19:05:22 main:574] : INFO : Epoch 1740 | loss: 0.0312369 | val_loss: 0.0312398 | Time: 2231.25 ms [2022-03-21 19:05:24 main:574] : INFO : Epoch 1741 | loss: 0.0312369 | val_loss: 0.0312406 | Time: 2272.19 ms [2022-03-21 19:05:27 main:574] : INFO : Epoch 1742 | loss: 0.0312363 | val_loss: 0.0312405 | Time: 2240.98 ms [2022-03-21 19:05:29 main:574] : INFO : Epoch 1743 | loss: 0.0312363 | val_loss: 0.0312408 | Time: 2230.78 ms [2022-03-21 19:05:31 main:574] : INFO : Epoch 1744 | loss: 0.0312369 | val_loss: 0.0312394 | Time: 2219.97 ms [2022-03-21 19:05:33 main:574] : INFO : Epoch 1745 | loss: 0.031236 | val_loss: 0.0312395 | Time: 2191.1 ms [2022-03-21 19:05:36 main:574] : INFO : Epoch 1746 | loss: 0.0312364 | val_loss: 0.0312394 | Time: 2288.38 ms [2022-03-21 19:05:38 main:574] : INFO : Epoch 1747 | loss: 0.0312362 | val_loss: 0.0312394 | Time: 2228.84 ms [2022-03-21 19:05:40 main:574] : INFO : Epoch 1748 | loss: 0.0312372 | val_loss: 0.0312409 | Time: 2242.27 ms [2022-03-21 19:05:42 main:574] : INFO : Epoch 1749 | loss: 0.0312365 | val_loss: 0.0312411 | Time: 2207.71 ms [2022-03-21 19:05:44 main:574] : INFO : Epoch 1750 | loss: 0.0312363 | val_loss: 0.0312402 | Time: 2223.81 ms [2022-03-21 19:05:47 main:574] : INFO : Epoch 1751 | loss: 0.0312366 | val_loss: 0.0312396 | Time: 2219.81 ms [2022-03-21 19:05:49 main:574] : INFO : Epoch 1752 | loss: 0.0312364 | val_loss: 0.031241 | Time: 2263.68 ms [2022-03-21 19:05:51 main:574] : INFO : Epoch 1753 | loss: 0.0312362 | val_loss: 0.0312394 | Time: 2207.25 ms [2022-03-21 19:05:53 main:574] : INFO : Epoch 1754 | loss: 0.0312364 | val_loss: 0.0312396 | Time: 2214.17 ms [2022-03-21 19:05:56 main:574] : INFO : Epoch 1755 | loss: 0.0312361 | val_loss: 0.0312394 | Time: 2186.29 ms [2022-03-21 19:05:58 main:574] : INFO : Epoch 1756 | loss: 0.0312359 | val_loss: 0.0312403 | Time: 2241.97 ms [2022-03-21 19:06:00 main:574] : INFO : Epoch 1757 | loss: 0.0312372 | val_loss: 0.0312394 | Time: 2223.78 ms [2022-03-21 19:06:02 main:574] : INFO : Epoch 1758 | loss: 0.0312373 | val_loss: 0.03124 | Time: 2207.77 ms [2022-03-21 19:06:04 main:574] : INFO : Epoch 1759 | loss: 0.0312369 | val_loss: 0.0312404 | Time: 2180.43 ms [2022-03-21 19:06:07 main:574] : INFO : Epoch 1760 | loss: 0.031237 | val_loss: 0.031241 | Time: 2234.52 ms [2022-03-21 19:06:09 main:574] : INFO : Epoch 1761 | loss: 0.0312372 | val_loss: 0.0312399 | Time: 2240.41 ms [2022-03-21 19:06:11 main:574] : INFO : Epoch 1762 | loss: 0.0312374 | val_loss: 0.0312395 | Time: 2262.88 ms [2022-03-21 19:06:13 main:574] : INFO : Epoch 1763 | loss: 0.031237 | val_loss: 0.0312422 | Time: 2233.55 ms [2022-03-21 19:06:16 main:574] : INFO : Epoch 1764 | loss: 0.0312372 | val_loss: 0.0312433 | Time: 2208.49 ms [2022-03-21 19:06:18 main:574] : INFO : Epoch 1765 | loss: 0.0312361 | val_loss: 0.0312415 | Time: 2223.92 ms [2022-03-21 19:06:20 main:574] : INFO : Epoch 1766 | loss: 0.0312367 | val_loss: 0.0312405 | Time: 2283.39 ms [2022-03-21 19:06:22 main:574] : INFO : Epoch 1767 | loss: 0.0312363 | val_loss: 0.0312417 | Time: 2179.23 ms [2022-03-21 19:06:25 main:574] : INFO : Epoch 1768 | loss: 0.0312375 | val_loss: 0.0312423 | Time: 2218.7 ms [2022-03-21 19:06:27 main:574] : INFO : Epoch 1769 | loss: 0.0312372 | val_loss: 0.0312404 | Time: 2216.71 ms [2022-03-21 19:06:29 main:574] : INFO : Epoch 1770 | loss: 0.031237 | val_loss: 0.0312399 | Time: 2289.4 ms [2022-03-21 19:06:31 main:574] : INFO : Epoch 1771 | loss: 0.0312369 | val_loss: 0.0312402 | Time: 2274.33 ms [2022-03-21 19:06:34 main:574] : INFO : Epoch 1772 | loss: 0.0312362 | val_loss: 0.0312395 | Time: 2205.44 ms [2022-03-21 19:06:36 main:574] : INFO : Epoch 1773 | loss: 0.0312363 | val_loss: 0.0312394 | Time: 2315.31 ms [2022-03-21 19:06:38 main:574] : INFO : Epoch 1774 | loss: 0.0312367 | val_loss: 0.0312405 | Time: 2253.02 ms [2022-03-21 19:06:41 main:574] : INFO : Epoch 1775 | loss: 0.0312365 | val_loss: 0.0312396 | Time: 2292.04 ms [2022-03-21 19:06:43 main:574] : INFO : Epoch 1776 | loss: 0.0312377 | val_loss: 0.0312394 | Time: 2297.23 ms [2022-03-21 19:06:45 main:574] : INFO : Epoch 1777 | loss: 0.0312364 | val_loss: 0.0312396 | Time: 2249.01 ms [2022-03-21 19:06:47 main:574] : INFO : Epoch 1778 | loss: 0.031236 | val_loss: 0.0312394 | Time: 2291.95 ms [2022-03-21 19:06:50 main:574] : INFO : Epoch 1779 | loss: 0.0312359 | val_loss: 0.0312397 | Time: 2345.76 ms [2022-03-21 19:06:52 main:574] : INFO : Epoch 1780 | loss: 0.0312369 | val_loss: 0.0312394 | Time: 2215.22 ms [2022-03-21 19:06:54 main:574] : INFO : Epoch 1781 | loss: 0.0312372 | val_loss: 0.0312399 | Time: 2290.57 ms [2022-03-21 19:06:57 main:574] : INFO : Epoch 1782 | loss: 0.0312362 | val_loss: 0.0312396 | Time: 2286.23 ms [2022-03-21 19:06:59 main:574] : INFO : Epoch 1783 | loss: 0.0312366 | val_loss: 0.0312416 | Time: 2248.34 ms [2022-03-21 19:07:01 main:574] : INFO : Epoch 1784 | loss: 0.0312366 | val_loss: 0.0312399 | Time: 2250.5 ms [2022-03-21 19:07:03 main:574] : INFO : Epoch 1785 | loss: 0.0312366 | val_loss: 0.0312422 | Time: 2290.52 ms [2022-03-21 19:07:06 main:574] : INFO : Epoch 1786 | loss: 0.0312372 | val_loss: 0.0312397 | Time: 2290.02 ms [2022-03-21 19:07:08 main:574] : INFO : Epoch 1787 | loss: 0.0312372 | val_loss: 0.0312415 | Time: 2368.85 ms [2022-03-21 19:07:10 main:574] : INFO : Epoch 1788 | loss: 0.0312366 | val_loss: 0.0312401 | Time: 2327.23 ms [2022-03-21 19:07:13 main:574] : INFO : Epoch 1789 | loss: 0.0312361 | val_loss: 0.0312394 | Time: 2209.13 ms [2022-03-21 19:07:15 main:574] : INFO : Epoch 1790 | loss: 0.0312361 | val_loss: 0.0312394 | Time: 2241.33 ms [2022-03-21 19:07:17 main:574] : INFO : Epoch 1791 | loss: 0.0312367 | val_loss: 0.0312398 | Time: 2291.16 ms [2022-03-21 19:07:19 main:574] : INFO : Epoch 1792 | loss: 0.0312362 | val_loss: 0.0312398 | Time: 2285.29 ms [2022-03-21 19:07:22 main:574] : INFO : Epoch 1793 | loss: 0.0312364 | val_loss: 0.0312395 | Time: 2258.45 ms [2022-03-21 19:07:24 main:574] : INFO : Epoch 1794 | loss: 0.031236 | val_loss: 0.0312409 | Time: 2321.1 ms [2022-03-21 19:07:26 main:574] : INFO : Epoch 1795 | loss: 0.0312362 | val_loss: 0.0312406 | Time: 2279.81 ms [2022-03-21 19:07:29 main:574] : INFO : Epoch 1796 | loss: 0.031236 | val_loss: 0.0312395 | Time: 2291.26 ms [2022-03-21 19:07:31 main:574] : INFO : Epoch 1797 | loss: 0.0312361 | val_loss: 0.031241 | Time: 2186.34 ms [2022-03-21 19:07:33 main:574] : INFO : Epoch 1798 | loss: 0.0312363 | val_loss: 0.0312398 | Time: 2190.94 ms [2022-03-21 19:07:35 main:574] : INFO : Epoch 1799 | loss: 0.0312365 | val_loss: 0.0312397 | Time: 2216.79 ms [2022-03-21 19:07:37 main:574] : INFO : Epoch 1800 | loss: 0.0312361 | val_loss: 0.0312393 | Time: 2208.83 ms [2022-03-21 19:07:40 main:574] : INFO : Epoch 1801 | loss: 0.0312364 | val_loss: 0.0312396 | Time: 2227.55 ms [2022-03-21 19:07:42 main:574] : INFO : Epoch 1802 | loss: 0.0312365 | val_loss: 0.031241 | Time: 2294.38 ms [2022-03-21 19:07:44 main:574] : INFO : Epoch 1803 | loss: 0.0312364 | val_loss: 0.03124 | Time: 2304.4 ms [2022-03-21 19:07:46 main:574] : INFO : Epoch 1804 | loss: 0.0312367 | val_loss: 0.0312413 | Time: 2272.86 ms [2022-03-21 19:07:49 main:574] : INFO : Epoch 1805 | loss: 0.0312361 | val_loss: 0.0312396 | Time: 2222.91 ms [2022-03-21 19:07:51 main:574] : INFO : Epoch 1806 | loss: 0.031236 | val_loss: 0.03124 | Time: 2238.06 ms [2022-03-21 19:07:53 main:574] : INFO : Epoch 1807 | loss: 0.0312377 | val_loss: 0.0312436 | Time: 2181.17 ms [2022-03-21 19:07:55 main:574] : INFO : Epoch 1808 | loss: 0.0312377 | val_loss: 0.0312416 | Time: 2224.5 ms [2022-03-21 19:07:58 main:574] : INFO : Epoch 1809 | loss: 0.0312464 | val_loss: 0.0312572 | Time: 2326.81 ms [2022-03-21 19:08:00 main:574] : INFO : Epoch 1810 | loss: 0.0312709 | val_loss: 0.0312534 | Time: 2303.64 ms [2022-03-21 19:08:02 main:574] : INFO : Epoch 1811 | loss: 0.0312587 | val_loss: 0.0312517 | Time: 2197.76 ms [2022-03-21 19:08:04 main:574] : INFO : Epoch 1812 | loss: 0.0312509 | val_loss: 0.0312473 | Time: 2246.26 ms [2022-03-21 19:08:07 main:574] : INFO : Epoch 1813 | loss: 0.0312389 | val_loss: 0.0312409 | Time: 2250 ms [2022-03-21 19:08:09 main:574] : INFO : Epoch 1814 | loss: 0.031237 | val_loss: 0.0312402 | Time: 2212.88 ms [2022-03-21 19:08:11 main:574] : INFO : Epoch 1815 | loss: 0.0312372 | val_loss: 0.03124 | Time: 2239.78 ms [2022-03-21 19:08:13 main:574] : INFO : Epoch 1816 | loss: 0.0312365 | val_loss: 0.0312404 | Time: 2252.33 ms [2022-03-21 19:08:16 main:574] : INFO : Epoch 1817 | loss: 0.031236 | val_loss: 0.0312401 | Time: 2258.35 ms [2022-03-21 19:08:18 main:574] : INFO : Epoch 1818 | loss: 0.0312368 | val_loss: 0.0312404 | Time: 2246.55 ms [2022-03-21 19:08:20 main:574] : INFO : Epoch 1819 | loss: 0.0312368 | val_loss: 0.0312409 | Time: 2263.04 ms [2022-03-21 19:08:23 main:574] : INFO : Epoch 1820 | loss: 0.0312364 | val_loss: 0.0312395 | Time: 2285.23 ms [2022-03-21 19:08:25 main:574] : INFO : Epoch 1821 | loss: 0.031236 | val_loss: 0.0312395 | Time: 2304.71 ms [2022-03-21 19:08:27 main:574] : INFO : Epoch 1822 | loss: 0.0312359 | val_loss: 0.0312401 | Time: 2227.95 ms [2022-03-21 19:08:29 main:574] : INFO : Epoch 1823 | loss: 0.0312368 | val_loss: 0.0312397 | Time: 2277.37 ms [2022-03-21 19:08:32 main:574] : INFO : Epoch 1824 | loss: 0.0312364 | val_loss: 0.031241 | Time: 2344.06 ms [2022-03-21 19:08:34 main:574] : INFO : Epoch 1825 | loss: 0.0312375 | val_loss: 0.0312443 | Time: 2279.01 ms [2022-03-21 19:08:36 main:574] : INFO : Epoch 1826 | loss: 0.0312384 | val_loss: 0.0312399 | Time: 2217.45 ms [2022-03-21 19:08:39 main:574] : INFO : Epoch 1827 | loss: 0.0312368 | val_loss: 0.0312394 | Time: 2332.61 ms [2022-03-21 19:08:41 main:574] : INFO : Epoch 1828 | loss: 0.0312364 | val_loss: 0.0312399 | Time: 2257.77 ms [2022-03-21 19:08:43 main:574] : INFO : Epoch 1829 | loss: 0.0312362 | val_loss: 0.0312398 | Time: 2302.37 ms [2022-03-21 19:08:45 main:574] : INFO : Epoch 1830 | loss: 0.0312362 | val_loss: 0.0312397 | Time: 2251.56 ms [2022-03-21 19:08:48 main:574] : INFO : Epoch 1831 | loss: 0.0312366 | val_loss: 0.0312395 | Time: 2256.12 ms [2022-03-21 19:08:50 main:574] : INFO : Epoch 1832 | loss: 0.0312359 | val_loss: 0.0312396 | Time: 2243.85 ms [2022-03-21 19:08:52 main:574] : INFO : Epoch 1833 | loss: 0.0312362 | val_loss: 0.0312421 | Time: 2264.23 ms [2022-03-21 19:08:54 main:574] : INFO : Epoch 1834 | loss: 0.0312366 | val_loss: 0.0312395 | Time: 2262.04 ms [2022-03-21 19:08:57 main:574] : INFO : Epoch 1835 | loss: 0.0312358 | val_loss: 0.0312397 | Time: 2313.29 ms [2022-03-21 19:08:59 main:574] : INFO : Epoch 1836 | loss: 0.0312364 | val_loss: 0.0312399 | Time: 2317.84 ms [2022-03-21 19:09:01 main:574] : INFO : Epoch 1837 | loss: 0.0312365 | val_loss: 0.0312428 | Time: 2177.09 ms [2022-03-21 19:09:04 main:574] : INFO : Epoch 1838 | loss: 0.0312386 | val_loss: 0.0312397 | Time: 2254.04 ms [2022-03-21 19:09:06 main:574] : INFO : Epoch 1839 | loss: 0.031238 | val_loss: 0.0312422 | Time: 2231.53 ms [2022-03-21 19:09:08 main:574] : INFO : Epoch 1840 | loss: 0.0312372 | val_loss: 0.0312397 | Time: 2242.57 ms [2022-03-21 19:09:10 main:574] : INFO : Epoch 1841 | loss: 0.031237 | val_loss: 0.0312444 | Time: 2274.81 ms [2022-03-21 19:09:12 main:574] : INFO : Epoch 1842 | loss: 0.0312369 | val_loss: 0.0312409 | Time: 2214.02 ms [2022-03-21 19:09:15 main:574] : INFO : Epoch 1843 | loss: 0.0312361 | val_loss: 0.0312397 | Time: 2210.12 ms [2022-03-21 19:09:17 main:574] : INFO : Epoch 1844 | loss: 0.0312365 | val_loss: 0.0312401 | Time: 2306.97 ms [2022-03-21 19:09:19 main:574] : INFO : Epoch 1845 | loss: 0.0312361 | val_loss: 0.0312395 | Time: 2249.59 ms [2022-03-21 19:09:22 main:574] : INFO : Epoch 1846 | loss: 0.031236 | val_loss: 0.0312399 | Time: 2260.14 ms [2022-03-21 19:09:24 main:574] : INFO : Epoch 1847 | loss: 0.0312365 | val_loss: 0.0312397 | Time: 2206.75 ms [2022-03-21 19:09:26 main:574] : INFO : Epoch 1848 | loss: 0.0312359 | val_loss: 0.0312415 | Time: 2230.04 ms [2022-03-21 19:09:28 main:574] : INFO : Epoch 1849 | loss: 0.0312365 | val_loss: 0.0312404 | Time: 2296.16 ms [2022-03-21 19:09:30 main:574] : INFO : Epoch 1850 | loss: 0.0312362 | val_loss: 0.0312403 | Time: 2179.29 ms [2022-03-21 19:09:33 main:574] : INFO : Epoch 1851 | loss: 0.0312361 | val_loss: 0.0312408 | Time: 2250.88 ms [2022-03-21 19:09:35 main:574] : INFO : Epoch 1852 | loss: 0.0312364 | val_loss: 0.0312418 | Time: 2270.85 ms [2022-03-21 19:09:37 main:574] : INFO : Epoch 1853 | loss: 0.0312367 | val_loss: 0.0312414 | Time: 2203.88 ms [2022-03-21 19:09:40 main:574] : INFO : Epoch 1854 | loss: 0.0312362 | val_loss: 0.0312396 | Time: 2286.82 ms [2022-03-21 19:09:42 main:574] : INFO : Epoch 1855 | loss: 0.0312362 | val_loss: 0.0312409 | Time: 2226.83 ms [2022-03-21 19:09:44 main:574] : INFO : Epoch 1856 | loss: 0.0312364 | val_loss: 0.0312398 | Time: 2231.81 ms [2022-03-21 19:09:46 main:574] : INFO : Epoch 1857 | loss: 0.0312365 | val_loss: 0.0312427 | Time: 2220.71 ms [2022-03-21 19:09:48 main:574] : INFO : Epoch 1858 | loss: 0.0312379 | val_loss: 0.03124 | Time: 2203.09 ms [2022-03-21 19:09:51 main:574] : INFO : Epoch 1859 | loss: 0.0312384 | val_loss: 0.031242 | Time: 2240.54 ms [2022-03-21 19:09:53 main:574] : INFO : Epoch 1860 | loss: 0.0312365 | val_loss: 0.0312402 | Time: 2236.1 ms [2022-03-21 19:09:55 main:574] : INFO : Epoch 1861 | loss: 0.0312366 | val_loss: 0.0312407 | Time: 2235.68 ms [2022-03-21 19:09:57 main:574] : INFO : Epoch 1862 | loss: 0.0312364 | val_loss: 0.0312396 | Time: 2259.49 ms [2022-03-21 19:10:00 main:574] : INFO : Epoch 1863 | loss: 0.0312366 | val_loss: 0.0312401 | Time: 2191.89 ms [2022-03-21 19:10:02 main:574] : INFO : Epoch 1864 | loss: 0.031237 | val_loss: 0.0312408 | Time: 2180.69 ms [2022-03-21 19:10:04 main:574] : INFO : Epoch 1865 | loss: 0.0312361 | val_loss: 0.0312396 | Time: 2294.68 ms [2022-03-21 19:10:06 main:574] : INFO : Epoch 1866 | loss: 0.0312361 | val_loss: 0.0312395 | Time: 2184.37 ms [2022-03-21 19:10:08 main:574] : INFO : Epoch 1867 | loss: 0.0312364 | val_loss: 0.0312406 | Time: 2130.2 ms [2022-03-21 19:10:11 main:574] : INFO : Epoch 1868 | loss: 0.0312364 | val_loss: 0.0312402 | Time: 2248.31 ms [2022-03-21 19:10:13 main:574] : INFO : Epoch 1869 | loss: 0.0312361 | val_loss: 0.03124 | Time: 2247.7 ms [2022-03-21 19:10:15 main:574] : INFO : Epoch 1870 | loss: 0.0312362 | val_loss: 0.0312396 | Time: 2320.85 ms [2022-03-21 19:10:17 main:574] : INFO : Epoch 1871 | loss: 0.0312363 | val_loss: 0.0312398 | Time: 2183.72 ms [2022-03-21 19:10:20 main:574] : INFO : Epoch 1872 | loss: 0.0312361 | val_loss: 0.0312395 | Time: 2160.02 ms [2022-03-21 19:10:22 main:574] : INFO : Epoch 1873 | loss: 0.0312362 | val_loss: 0.0312395 | Time: 2170.5 ms [2022-03-21 19:10:24 main:574] : INFO : Epoch 1874 | loss: 0.0312374 | val_loss: 0.0312408 | Time: 2119.23 ms [2022-03-21 19:10:26 main:574] : INFO : Epoch 1875 | loss: 0.0312391 | val_loss: 0.0312408 | Time: 2307.22 ms [2022-03-21 19:10:28 main:574] : INFO : Epoch 1876 | loss: 0.0312367 | val_loss: 0.03124 | Time: 2259.36 ms [2022-03-21 19:10:31 main:574] : INFO : Epoch 1877 | loss: 0.0312361 | val_loss: 0.0312399 | Time: 2247.5 ms [2022-03-21 19:10:33 main:574] : INFO : Epoch 1878 | loss: 0.0312364 | val_loss: 0.0312398 | Time: 2280.22 ms [2022-03-21 19:10:35 main:574] : INFO : Epoch 1879 | loss: 0.0312358 | val_loss: 0.0312407 | Time: 2208.9 ms [2022-03-21 19:10:37 main:574] : INFO : Epoch 1880 | loss: 0.0312363 | val_loss: 0.0312394 | Time: 2220.02 ms [2022-03-21 19:10:40 main:574] : INFO : Epoch 1881 | loss: 0.0312361 | val_loss: 0.0312403 | Time: 2289.39 ms [2022-03-21 19:10:42 main:574] : INFO : Epoch 1882 | loss: 0.0312369 | val_loss: 0.031242 | Time: 2287.48 ms [2022-03-21 19:10:44 main:574] : INFO : Epoch 1883 | loss: 0.0312362 | val_loss: 0.0312397 | Time: 2236 ms [2022-03-21 19:10:46 main:574] : INFO : Epoch 1884 | loss: 0.0312365 | val_loss: 0.0312397 | Time: 2176.35 ms [2022-03-21 19:10:49 main:574] : INFO : Epoch 1885 | loss: 0.0312361 | val_loss: 0.0312429 | Time: 2337.76 ms [2022-03-21 19:10:51 main:574] : INFO : Epoch 1886 | loss: 0.0312363 | val_loss: 0.0312395 | Time: 2253.01 ms [2022-03-21 19:10:53 main:574] : INFO : Epoch 1887 | loss: 0.0312362 | val_loss: 0.0312397 | Time: 2353.8 ms [2022-03-21 19:10:56 main:574] : INFO : Epoch 1888 | loss: 0.031236 | val_loss: 0.0312399 | Time: 2234.55 ms [2022-03-21 19:10:58 main:574] : INFO : Epoch 1889 | loss: 0.0312368 | val_loss: 0.0312406 | Time: 2235.08 ms [2022-03-21 19:11:00 main:574] : INFO : Epoch 1890 | loss: 0.0312361 | val_loss: 0.0312396 | Time: 2213.25 ms [2022-03-21 19:11:02 main:574] : INFO : Epoch 1891 | loss: 0.0312365 | val_loss: 0.0312421 | Time: 2269.58 ms [2022-03-21 19:11:05 main:574] : INFO : Epoch 1892 | loss: 0.0312375 | val_loss: 0.0312394 | Time: 2225.17 ms [2022-03-21 19:11:07 main:574] : INFO : Epoch 1893 | loss: 0.0312373 | val_loss: 0.0312395 | Time: 2291.89 ms [2022-03-21 19:11:09 main:574] : INFO : Epoch 1894 | loss: 0.0312364 | val_loss: 0.0312401 | Time: 2315.17 ms [2022-03-21 19:11:11 main:574] : INFO : Epoch 1895 | loss: 0.0312375 | val_loss: 0.0312408 | Time: 2176.49 ms [2022-03-21 19:11:14 main:574] : INFO : Epoch 1896 | loss: 0.0312363 | val_loss: 0.0312421 | Time: 2226.28 ms [2022-03-21 19:11:16 main:574] : INFO : Epoch 1897 | loss: 0.0312363 | val_loss: 0.0312405 | Time: 2262.8 ms [2022-03-21 19:11:18 main:574] : INFO : Epoch 1898 | loss: 0.0312369 | val_loss: 0.0312403 | Time: 2322.1 ms [2022-03-21 19:11:21 main:574] : INFO : Epoch 1899 | loss: 0.0312368 | val_loss: 0.0312427 | Time: 2244.88 ms [2022-03-21 19:11:23 main:574] : INFO : Epoch 1900 | loss: 0.0312368 | val_loss: 0.0312399 | Time: 2232.98 ms [2022-03-21 19:11:25 main:574] : INFO : Epoch 1901 | loss: 0.0312364 | val_loss: 0.0312394 | Time: 2199.68 ms [2022-03-21 19:11:27 main:574] : INFO : Epoch 1902 | loss: 0.031236 | val_loss: 0.0312395 | Time: 2248.24 ms [2022-03-21 19:11:29 main:574] : INFO : Epoch 1903 | loss: 0.0312367 | val_loss: 0.0312416 | Time: 2274.35 ms [2022-03-21 19:11:32 main:574] : INFO : Epoch 1904 | loss: 0.0312366 | val_loss: 0.0312394 | Time: 2237.98 ms [2022-03-21 19:11:34 main:574] : INFO : Epoch 1905 | loss: 0.0312365 | val_loss: 0.0312394 | Time: 2190.41 ms [2022-03-21 19:11:36 main:574] : INFO : Epoch 1906 | loss: 0.0312366 | val_loss: 0.0312396 | Time: 2268.5 ms [2022-03-21 19:11:38 main:574] : INFO : Epoch 1907 | loss: 0.0312365 | val_loss: 0.0312402 | Time: 2219.31 ms [2022-03-21 19:11:41 main:574] : INFO : Epoch 1908 | loss: 0.0312364 | val_loss: 0.0312396 | Time: 2251.71 ms [2022-03-21 19:11:43 main:574] : INFO : Epoch 1909 | loss: 0.0312361 | val_loss: 0.0312403 | Time: 2210.03 ms [2022-03-21 19:11:45 main:574] : INFO : Epoch 1910 | loss: 0.0312367 | val_loss: 0.0312398 | Time: 2247.26 ms [2022-03-21 19:11:47 main:574] : INFO : Epoch 1911 | loss: 0.0312368 | val_loss: 0.0312402 | Time: 2277.22 ms [2022-03-21 19:11:50 main:574] : INFO : Epoch 1912 | loss: 0.0312361 | val_loss: 0.0312397 | Time: 2266.04 ms [2022-03-21 19:11:52 main:574] : INFO : Epoch 1913 | loss: 0.0312361 | val_loss: 0.0312396 | Time: 2312.35 ms [2022-03-21 19:11:54 main:574] : INFO : Epoch 1914 | loss: 0.0312364 | val_loss: 0.0312402 | Time: 2223.92 ms [2022-03-21 19:11:56 main:574] : INFO : Epoch 1915 | loss: 0.0312361 | val_loss: 0.0312398 | Time: 2198.59 ms [2022-03-21 19:11:59 main:574] : INFO : Epoch 1916 | loss: 0.031236 | val_loss: 0.0312409 | Time: 2221.07 ms [2022-03-21 19:12:01 main:574] : INFO : Epoch 1917 | loss: 0.0312363 | val_loss: 0.0312394 | Time: 2273.32 ms [2022-03-21 19:12:03 main:574] : INFO : Epoch 1918 | loss: 0.0312359 | val_loss: 0.0312395 | Time: 2233.78 ms [2022-03-21 19:12:05 main:574] : INFO : Epoch 1919 | loss: 0.031237 | val_loss: 0.0312395 | Time: 2211.73 ms [2022-03-21 19:12:08 main:574] : INFO : Epoch 1920 | loss: 0.0312378 | val_loss: 0.0312405 | Time: 2241.96 ms [2022-03-21 19:12:10 main:574] : INFO : Epoch 1921 | loss: 0.0312371 | val_loss: 0.0312408 | Time: 2157.71 ms [2022-03-21 19:12:12 main:574] : INFO : Epoch 1922 | loss: 0.0312372 | val_loss: 0.0312396 | Time: 2318.02 ms [2022-03-21 19:12:14 main:574] : INFO : Epoch 1923 | loss: 0.0312396 | val_loss: 0.0312397 | Time: 2210.68 ms [2022-03-21 19:12:17 main:574] : INFO : Epoch 1924 | loss: 0.0312369 | val_loss: 0.0312402 | Time: 2335.05 ms [2022-03-21 19:12:19 main:574] : INFO : Epoch 1925 | loss: 0.0312366 | val_loss: 0.0312398 | Time: 2227.21 ms [2022-03-21 19:12:21 main:574] : INFO : Epoch 1926 | loss: 0.031236 | val_loss: 0.0312395 | Time: 2243.85 ms [2022-03-21 19:12:23 main:574] : INFO : Epoch 1927 | loss: 0.0312359 | val_loss: 0.0312416 | Time: 2285.44 ms [2022-03-21 19:12:26 main:574] : INFO : Epoch 1928 | loss: 0.0312367 | val_loss: 0.0312398 | Time: 2230.82 ms [2022-03-21 19:12:28 main:574] : INFO : Epoch 1929 | loss: 0.031236 | val_loss: 0.0312395 | Time: 2269.83 ms [2022-03-21 19:12:30 main:574] : INFO : Epoch 1930 | loss: 0.0312363 | val_loss: 0.0312395 | Time: 2324.47 ms [2022-03-21 19:12:33 main:574] : INFO : Epoch 1931 | loss: 0.0312361 | val_loss: 0.0312399 | Time: 2195.06 ms [2022-03-21 19:12:35 main:574] : INFO : Epoch 1932 | loss: 0.0312361 | val_loss: 0.0312399 | Time: 2264.91 ms [2022-03-21 19:12:37 main:574] : INFO : Epoch 1933 | loss: 0.0312364 | val_loss: 0.0312394 | Time: 2273.34 ms [2022-03-21 19:12:39 main:574] : INFO : Epoch 1934 | loss: 0.0312363 | val_loss: 0.0312395 | Time: 2252.02 ms [2022-03-21 19:12:42 main:574] : INFO : Epoch 1935 | loss: 0.0312363 | val_loss: 0.0312394 | Time: 2252.16 ms [2022-03-21 19:12:44 main:574] : INFO : Epoch 1936 | loss: 0.0312367 | val_loss: 0.0312408 | Time: 2313.6 ms [2022-03-21 19:12:46 main:574] : INFO : Epoch 1937 | loss: 0.031236 | val_loss: 0.0312395 | Time: 2220.63 ms [2022-03-21 19:12:48 main:574] : INFO : Epoch 1938 | loss: 0.031236 | val_loss: 0.0312396 | Time: 2208.31 ms [2022-03-21 19:12:51 main:574] : INFO : Epoch 1939 | loss: 0.031236 | val_loss: 0.0312411 | Time: 2224.68 ms [2022-03-21 19:12:53 main:574] : INFO : Epoch 1940 | loss: 0.0312362 | val_loss: 0.0312403 | Time: 2197.83 ms [2022-03-21 19:12:55 main:574] : INFO : Epoch 1941 | loss: 0.0312368 | val_loss: 0.0312408 | Time: 2230.02 ms [2022-03-21 19:12:57 main:574] : INFO : Epoch 1942 | loss: 0.0312362 | val_loss: 0.0312401 | Time: 2300.89 ms [2022-03-21 19:13:00 main:574] : INFO : Epoch 1943 | loss: 0.031236 | val_loss: 0.03124 | Time: 2313.1 ms [2022-03-21 19:13:02 main:574] : INFO : Epoch 1944 | loss: 0.0312365 | val_loss: 0.0312404 | Time: 2282.95 ms [2022-03-21 19:13:04 main:574] : INFO : Epoch 1945 | loss: 0.031236 | val_loss: 0.0312395 | Time: 2307.46 ms [2022-03-21 19:13:07 main:574] : INFO : Epoch 1946 | loss: 0.0312365 | val_loss: 0.0312396 | Time: 2287.7 ms [2022-03-21 19:13:09 main:574] : INFO : Epoch 1947 | loss: 0.0312369 | val_loss: 0.03124 | Time: 2229.93 ms [2022-03-21 19:13:11 main:574] : INFO : Epoch 1948 | loss: 0.0312361 | val_loss: 0.0312394 | Time: 2236.35 ms [2022-03-21 19:13:13 main:574] : INFO : Epoch 1949 | loss: 0.0312369 | val_loss: 0.0312404 | Time: 2308.33 ms [2022-03-21 19:13:16 main:574] : INFO : Epoch 1950 | loss: 0.0312365 | val_loss: 0.0312403 | Time: 2287.96 ms [2022-03-21 19:13:18 main:574] : INFO : Epoch 1951 | loss: 0.0312367 | val_loss: 0.0312397 | Time: 2183.3 ms [2022-03-21 19:13:20 main:574] : INFO : Epoch 1952 | loss: 0.0312371 | val_loss: 0.0312397 | Time: 2207.71 ms [2022-03-21 19:13:22 main:574] : INFO : Epoch 1953 | loss: 0.031237 | val_loss: 0.0312396 | Time: 2228.34 ms [2022-03-21 19:13:25 main:574] : INFO : Epoch 1954 | loss: 0.0312363 | val_loss: 0.0312394 | Time: 2264.09 ms [2022-03-21 19:13:27 main:574] : INFO : Epoch 1955 | loss: 0.0312361 | val_loss: 0.0312397 | Time: 2194.57 ms [2022-03-21 19:13:29 main:574] : INFO : Epoch 1956 | loss: 0.0312365 | val_loss: 0.031241 | Time: 2267.69 ms [2022-03-21 19:13:31 main:574] : INFO : Epoch 1957 | loss: 0.0312369 | val_loss: 0.0312396 | Time: 2180.46 ms [2022-03-21 19:13:33 main:574] : INFO : Epoch 1958 | loss: 0.0312366 | val_loss: 0.0312406 | Time: 2266.99 ms [2022-03-21 19:13:36 main:574] : INFO : Epoch 1959 | loss: 0.031237 | val_loss: 0.0312405 | Time: 2274.49 ms [2022-03-21 19:13:38 main:574] : INFO : Epoch 1960 | loss: 0.0312368 | val_loss: 0.03124 | Time: 2243.19 ms [2022-03-21 19:13:40 main:574] : INFO : Epoch 1961 | loss: 0.031237 | val_loss: 0.0312401 | Time: 2309.96 ms [2022-03-21 19:13:43 main:574] : INFO : Epoch 1962 | loss: 0.031237 | val_loss: 0.0312407 | Time: 2228.02 ms [2022-03-21 19:13:45 main:574] : INFO : Epoch 1963 | loss: 0.0312364 | val_loss: 0.0312395 | Time: 2262.41 ms [2022-03-21 19:13:47 main:574] : INFO : Epoch 1964 | loss: 0.0312361 | val_loss: 0.0312409 | Time: 2184.87 ms [2022-03-21 19:13:49 main:574] : INFO : Epoch 1965 | loss: 0.0312378 | val_loss: 0.0312415 | Time: 2280.08 ms [2022-03-21 19:13:52 main:574] : INFO : Epoch 1966 | loss: 0.0312389 | val_loss: 0.031242 | Time: 2215.32 ms [2022-03-21 19:13:54 main:574] : INFO : Epoch 1967 | loss: 0.0312375 | val_loss: 0.0312394 | Time: 2249.7 ms [2022-03-21 19:13:56 main:574] : INFO : Epoch 1968 | loss: 0.0312369 | val_loss: 0.0312398 | Time: 2265.17 ms [2022-03-21 19:13:58 main:574] : INFO : Epoch 1969 | loss: 0.0312364 | val_loss: 0.0312406 | Time: 2223.76 ms [2022-03-21 19:14:00 main:574] : INFO : Epoch 1970 | loss: 0.0312361 | val_loss: 0.0312405 | Time: 2217.82 ms [2022-03-21 19:14:03 main:574] : INFO : Epoch 1971 | loss: 0.0312367 | val_loss: 0.0312398 | Time: 2228.93 ms [2022-03-21 19:14:05 main:574] : INFO : Epoch 1972 | loss: 0.0312365 | val_loss: 0.0312397 | Time: 2252.1 ms [2022-03-21 19:14:07 main:574] : INFO : Epoch 1973 | loss: 0.0312363 | val_loss: 0.03124 | Time: 2292.73 ms [2022-03-21 19:14:10 main:574] : INFO : Epoch 1974 | loss: 0.0312366 | val_loss: 0.0312404 | Time: 2260.91 ms [2022-03-21 19:14:12 main:574] : INFO : Epoch 1975 | loss: 0.0312362 | val_loss: 0.0312395 | Time: 2186.44 ms [2022-03-21 19:14:14 main:574] : INFO : Epoch 1976 | loss: 0.0312364 | val_loss: 0.0312395 | Time: 2281.73 ms [2022-03-21 19:14:16 main:574] : INFO : Epoch 1977 | loss: 0.0312369 | val_loss: 0.0312395 | Time: 2278.63 ms [2022-03-21 19:14:19 main:574] : INFO : Epoch 1978 | loss: 0.0312362 | val_loss: 0.0312405 | Time: 2287.42 ms [2022-03-21 19:14:21 main:574] : INFO : Epoch 1979 | loss: 0.0312363 | val_loss: 0.031241 | Time: 2309.83 ms [2022-03-21 19:14:23 main:574] : INFO : Epoch 1980 | loss: 0.0312365 | val_loss: 0.0312397 | Time: 2323.04 ms [2022-03-21 19:14:25 main:574] : INFO : Epoch 1981 | loss: 0.0312362 | val_loss: 0.0312404 | Time: 2184.95 ms [2022-03-21 19:14:28 main:574] : INFO : Epoch 1982 | loss: 0.0312368 | val_loss: 0.0312408 | Time: 2184.03 ms [2022-03-21 19:14:30 main:574] : INFO : Epoch 1983 | loss: 0.0312366 | val_loss: 0.0312406 | Time: 2192.79 ms [2022-03-21 19:14:32 main:574] : INFO : Epoch 1984 | loss: 0.031237 | val_loss: 0.0312403 | Time: 2279.04 ms [2022-03-21 19:14:34 main:574] : INFO : Epoch 1985 | loss: 0.0312364 | val_loss: 0.0312398 | Time: 2186.61 ms [2022-03-21 19:14:37 main:574] : INFO : Epoch 1986 | loss: 0.0312359 | val_loss: 0.0312399 | Time: 2214.55 ms [2022-03-21 19:14:39 main:574] : INFO : Epoch 1987 | loss: 0.0312363 | val_loss: 0.0312394 | Time: 2252.81 ms [2022-03-21 19:14:41 main:574] : INFO : Epoch 1988 | loss: 0.0312363 | val_loss: 0.0312409 | Time: 2183.08 ms [2022-03-21 19:14:43 main:574] : INFO : Epoch 1989 | loss: 0.0312366 | val_loss: 0.0312397 | Time: 2256.68 ms [2022-03-21 19:14:46 main:574] : INFO : Epoch 1990 | loss: 0.0312363 | val_loss: 0.0312401 | Time: 2295.59 ms [2022-03-21 19:14:48 main:574] : INFO : Epoch 1991 | loss: 0.0312368 | val_loss: 0.0312409 | Time: 2170.32 ms [2022-03-21 19:14:50 main:574] : INFO : Epoch 1992 | loss: 0.0312368 | val_loss: 0.0312396 | Time: 2264.79 ms [2022-03-21 19:14:52 main:574] : INFO : Epoch 1993 | loss: 0.0312362 | val_loss: 0.0312395 | Time: 2212.05 ms [2022-03-21 19:14:54 main:574] : INFO : Epoch 1994 | loss: 0.0312361 | val_loss: 0.0312407 | Time: 2229.44 ms [2022-03-21 19:14:57 main:574] : INFO : Epoch 1995 | loss: 0.031236 | val_loss: 0.0312398 | Time: 2172.8 ms [2022-03-21 19:14:59 main:574] : INFO : Epoch 1996 | loss: 0.0312364 | val_loss: 0.0312408 | Time: 2200.28 ms [2022-03-21 19:15:01 main:574] : INFO : Epoch 1997 | loss: 0.0312363 | val_loss: 0.0312402 | Time: 2197.24 ms [2022-03-21 19:15:03 main:574] : INFO : Epoch 1998 | loss: 0.031237 | val_loss: 0.0312428 | Time: 2186.81 ms [2022-03-21 19:15:05 main:574] : INFO : Epoch 1999 | loss: 0.031237 | val_loss: 0.0312403 | Time: 2197.07 ms [2022-03-21 19:15:08 main:574] : INFO : Epoch 2000 | loss: 0.0312373 | val_loss: 0.0312409 | Time: 2215 ms [2022-03-21 19:15:10 main:574] : INFO : Epoch 2001 | loss: 0.031237 | val_loss: 0.0312418 | Time: 2184.98 ms [2022-03-21 19:15:12 main:574] : INFO : Epoch 2002 | loss: 0.0312373 | val_loss: 0.0312396 | Time: 2161.84 ms [2022-03-21 19:15:14 main:574] : INFO : Epoch 2003 | loss: 0.0312366 | val_loss: 0.0312434 | Time: 2300.07 ms [2022-03-21 19:15:16 main:574] : INFO : Epoch 2004 | loss: 0.0312372 | val_loss: 0.0312398 | Time: 2200.75 ms [2022-03-21 19:15:19 main:574] : INFO : Epoch 2005 | loss: 0.0312372 | val_loss: 0.0312396 | Time: 2252.34 ms [2022-03-21 19:15:21 main:574] : INFO : Epoch 2006 | loss: 0.031236 | val_loss: 0.0312396 | Time: 2205.07 ms [2022-03-21 19:15:23 main:574] : INFO : Epoch 2007 | loss: 0.0312363 | val_loss: 0.0312399 | Time: 2270.86 ms [2022-03-21 19:15:26 main:574] : INFO : Epoch 2008 | loss: 0.031236 | val_loss: 0.0312394 | Time: 2317.39 ms [2022-03-21 19:15:28 main:574] : INFO : Epoch 2009 | loss: 0.0312361 | val_loss: 0.0312399 | Time: 2189.53 ms [2022-03-21 19:15:30 main:574] : INFO : Epoch 2010 | loss: 0.0312364 | val_loss: 0.0312414 | Time: 2258.08 ms [2022-03-21 19:15:32 main:574] : INFO : Epoch 2011 | loss: 0.0312366 | val_loss: 0.0312395 | Time: 2207.51 ms [2022-03-21 19:15:35 main:574] : INFO : Epoch 2012 | loss: 0.0312367 | val_loss: 0.03124 | Time: 2347.32 ms [2022-03-21 19:15:37 main:574] : INFO : Epoch 2013 | loss: 0.0312361 | val_loss: 0.0312404 | Time: 2244.14 ms [2022-03-21 19:15:39 main:574] : INFO : Epoch 2014 | loss: 0.0312361 | val_loss: 0.0312398 | Time: 2273.96 ms [2022-03-21 19:15:41 main:574] : INFO : Epoch 2015 | loss: 0.0312361 | val_loss: 0.0312407 | Time: 2268.56 ms [2022-03-21 19:15:44 main:574] : INFO : Epoch 2016 | loss: 0.0312367 | val_loss: 0.0312394 | Time: 2176.05 ms [2022-03-21 19:15:46 main:574] : INFO : Epoch 2017 | loss: 0.0312362 | val_loss: 0.0312412 | Time: 2200.39 ms [2022-03-21 19:15:48 main:574] : INFO : Epoch 2018 | loss: 0.0312361 | val_loss: 0.0312402 | Time: 2178.41 ms [2022-03-21 19:15:50 main:574] : INFO : Epoch 2019 | loss: 0.0312362 | val_loss: 0.0312401 | Time: 2216.47 ms [2022-03-21 19:15:52 main:574] : INFO : Epoch 2020 | loss: 0.0312361 | val_loss: 0.0312402 | Time: 2259.51 ms [2022-03-21 19:15:55 main:574] : INFO : Epoch 2021 | loss: 0.0312364 | val_loss: 0.03124 | Time: 2215.8 ms [2022-03-21 19:15:57 main:574] : INFO : Epoch 2022 | loss: 0.0312365 | val_loss: 0.0312412 | Time: 2232.42 ms [2022-03-21 19:15:59 main:574] : INFO : Epoch 2023 | loss: 0.0312368 | val_loss: 0.0312397 | Time: 2253.21 ms [2022-03-21 19:16:01 main:574] : INFO : Epoch 2024 | loss: 0.0312365 | val_loss: 0.0312403 | Time: 2184.27 ms [2022-03-21 19:16:04 main:574] : INFO : Epoch 2025 | loss: 0.0312366 | val_loss: 0.0312407 | Time: 2175.5 ms [2022-03-21 19:16:06 main:574] : INFO : Epoch 2026 | loss: 0.0312365 | val_loss: 0.0312399 | Time: 2193.84 ms [2022-03-21 19:16:08 main:574] : INFO : Epoch 2027 | loss: 0.0312358 | val_loss: 0.0312397 | Time: 2227.41 ms [2022-03-21 19:16:10 main:574] : INFO : Epoch 2028 | loss: 0.0312361 | val_loss: 0.0312408 | Time: 2222.33 ms [2022-03-21 19:16:12 main:574] : INFO : Epoch 2029 | loss: 0.0312362 | val_loss: 0.0312407 | Time: 2254.14 ms [2022-03-21 19:16:15 main:574] : INFO : Epoch 2030 | loss: 0.0312369 | val_loss: 0.0312401 | Time: 2139.09 ms [2022-03-21 19:16:17 main:574] : INFO : Epoch 2031 | loss: 0.0312366 | val_loss: 0.0312405 | Time: 2216.69 ms [2022-03-21 19:16:19 main:574] : INFO : Epoch 2032 | loss: 0.0312361 | val_loss: 0.0312403 | Time: 2354.7 ms [2022-03-21 19:16:21 main:574] : INFO : Epoch 2033 | loss: 0.0312363 | val_loss: 0.0312395 | Time: 2204.05 ms [2022-03-21 19:16:24 main:574] : INFO : Epoch 2034 | loss: 0.0312364 | val_loss: 0.0312401 | Time: 2271.38 ms [2022-03-21 19:16:26 main:574] : INFO : Epoch 2035 | loss: 0.0312362 | val_loss: 0.0312405 | Time: 2222.27 ms [2022-03-21 19:16:28 main:574] : INFO : Epoch 2036 | loss: 0.0312361 | val_loss: 0.0312398 | Time: 2314.33 ms [2022-03-21 19:16:30 main:574] : INFO : Epoch 2037 | loss: 0.0312364 | val_loss: 0.0312397 | Time: 2265.28 ms [2022-03-21 19:16:33 main:574] : INFO : Epoch 2038 | loss: 0.0312373 | val_loss: 0.0312425 | Time: 2220.31 ms [2022-03-21 19:16:35 main:574] : INFO : Epoch 2039 | loss: 0.0312384 | val_loss: 0.0312418 | Time: 2236.36 ms [2022-03-21 19:16:37 main:574] : INFO : Epoch 2040 | loss: 0.0312367 | val_loss: 0.0312399 | Time: 2304.27 ms [2022-03-21 19:16:40 main:574] : INFO : Epoch 2041 | loss: 0.031237 | val_loss: 0.0312412 | Time: 2235.97 ms [2022-03-21 19:16:42 main:574] : INFO : Epoch 2042 | loss: 0.0312367 | val_loss: 0.0312415 | Time: 2181.71 ms [2022-03-21 19:16:44 main:574] : INFO : Epoch 2043 | loss: 0.0312365 | val_loss: 0.0312394 | Time: 2293.66 ms [2022-03-21 19:16:46 main:574] : INFO : Epoch 2044 | loss: 0.0312382 | val_loss: 0.0312422 | Time: 2261.59 ms [2022-03-21 19:16:48 main:574] : INFO : Epoch 2045 | loss: 0.0312378 | val_loss: 0.0312407 | Time: 2195.62 ms [2022-03-21 19:16:51 main:574] : INFO : Epoch 2046 | loss: 0.0312378 | val_loss: 0.0312425 | Time: 2167.14 ms [2022-03-21 19:16:53 main:574] : INFO : Epoch 2047 | loss: 0.0312373 | val_loss: 0.0312404 | Time: 2254.98 ms [2022-03-21 19:16:55 main:574] : INFO : Epoch 2048 | loss: 0.0312364 | val_loss: 0.0312405 | Time: 2184.1 ms [2022-03-21 19:16:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312405 [2022-03-21 19:16:55 main:603] : INFO : Saving end state to config to file [2022-03-21 19:16:55 main:608] : INFO : Success, exiting.. 19:16:55 (7500): 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)