Task 5142259
| Name | ParityMachine-1619233121-9482-1_2 |
| Workunit | 3053104 |
| Created | 4 May 2021, 0:34:04 UTC |
| Sent | 4 May 2021, 2:38:37 UTC |
| Report deadline | 11 May 2021, 2:38:37 UTC |
| Received | 4 May 2021, 12:27:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 6 min 22 sec |
| CPU time | 1 hours 6 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.031238 | val_loss: 0.0312393 | Time: 1953.95 ms [2021-05-04 07:09:40 main:581] : INFO : Epoch 1539 | loss: 0.0312375 | val_loss: 0.0312395 | Time: 1911.25 ms [2021-05-04 07:09:42 main:581] : INFO : Epoch 1540 | loss: 0.0312381 | val_loss: 0.0312391 | Time: 1948.36 ms [2021-05-04 07:09:44 main:581] : INFO : Epoch 1541 | loss: 0.0312384 | val_loss: 0.031242 | Time: 1981.2 ms [2021-05-04 07:09:46 main:581] : INFO : Epoch 1542 | loss: 0.0312405 | val_loss: 0.0312426 | Time: 1955.12 ms [2021-05-04 07:09:48 main:581] : INFO : Epoch 1543 | loss: 0.0312409 | val_loss: 0.0312397 | Time: 1962.34 ms [2021-05-04 07:09:50 main:581] : INFO : Epoch 1544 | loss: 0.0312388 | val_loss: 0.03124 | Time: 1966.19 ms [2021-05-04 07:09:52 main:581] : INFO : Epoch 1545 | loss: 0.0312378 | val_loss: 0.031239 | Time: 1968.37 ms [2021-05-04 07:09:54 main:581] : INFO : Epoch 1546 | loss: 0.0312388 | val_loss: 0.0312423 | Time: 1969.6 ms [2021-05-04 07:09:56 main:581] : INFO : Epoch 1547 | loss: 0.0312394 | val_loss: 0.0312386 | Time: 1925.93 ms [2021-05-04 07:09:58 main:581] : INFO : Epoch 1548 | loss: 0.0312387 | val_loss: 0.0312391 | Time: 1860.33 ms [2021-05-04 07:10:00 main:581] : INFO : Epoch 1549 | loss: 0.0312378 | val_loss: 0.0312384 | Time: 1966.99 ms [2021-05-04 07:10:02 main:581] : INFO : Epoch 1550 | loss: 0.0312378 | val_loss: 0.0312394 | Time: 1989.71 ms [2021-05-04 07:10:04 main:581] : INFO : Epoch 1551 | loss: 0.0312376 | val_loss: 0.031239 | Time: 1959.76 ms [2021-05-04 07:10:06 main:581] : INFO : Epoch 1552 | loss: 0.0312377 | val_loss: 0.0312388 | Time: 1960.19 ms [2021-05-04 07:10:08 main:581] : INFO : Epoch 1553 | loss: 0.031238 | val_loss: 0.0312398 | Time: 1973.74 ms [2021-05-04 07:10:09 main:581] : INFO : Epoch 1554 | loss: 0.0312369 | val_loss: 0.0312384 | Time: 1970.72 ms [2021-05-04 07:10:11 main:581] : INFO : Epoch 1555 | loss: 0.0312364 | val_loss: 0.0312382 | Time: 1933.25 ms [2021-05-04 07:10:13 main:581] : INFO : Epoch 1556 | loss: 0.0312365 | val_loss: 0.0312381 | Time: 1895.92 ms [2021-05-04 07:10:15 main:581] : INFO : Epoch 1557 | loss: 0.0312362 | val_loss: 0.0312386 | Time: 1959.1 ms [2021-05-04 07:10:17 main:581] : INFO : Epoch 1558 | loss: 0.0312364 | val_loss: 0.0312389 | Time: 1924.07 ms [2021-05-04 07:10:19 main:581] : INFO : Epoch 1559 | loss: 0.0312365 | val_loss: 0.0312392 | Time: 1932.7 ms [2021-05-04 07:10:21 main:581] : INFO : Epoch 1560 | loss: 0.0312374 | val_loss: 0.0312385 | Time: 1967.96 ms [2021-05-04 07:10:23 main:581] : INFO : Epoch 1561 | loss: 0.0312372 | val_loss: 0.0312409 | Time: 1964.79 ms [2021-05-04 07:10:25 main:581] : INFO : Epoch 1562 | loss: 0.0312375 | val_loss: 0.0312404 | Time: 1958.7 ms [2021-05-04 07:10:27 main:581] : INFO : Epoch 1563 | loss: 0.0312376 | val_loss: 0.0312397 | Time: 1973.26 ms [2021-05-04 07:10:29 main:581] : INFO : Epoch 1564 | loss: 0.0312367 | val_loss: 0.0312376 | Time: 1972.12 ms [2021-05-04 07:10:31 main:581] : INFO : Epoch 1565 | loss: 0.0312362 | val_loss: 0.0312373 | Time: 1974.35 ms [2021-05-04 07:10:33 main:581] : INFO : Epoch 1566 | loss: 0.0312364 | val_loss: 0.0312375 | Time: 1970.16 ms [2021-05-04 07:10:35 main:581] : INFO : Epoch 1567 | loss: 0.0312357 | val_loss: 0.0312373 | Time: 1963.66 ms [2021-05-04 07:10:37 main:581] : INFO : Epoch 1568 | loss: 0.0312355 | val_loss: 0.0312373 | Time: 1971.18 ms [2021-05-04 07:10:39 main:581] : INFO : Epoch 1569 | loss: 0.0312368 | val_loss: 0.031238 | Time: 1980.88 ms [2021-05-04 07:10:41 main:581] : INFO : Epoch 1570 | loss: 0.0312366 | val_loss: 0.0312379 | Time: 1970.92 ms [2021-05-04 07:10:43 main:581] : INFO : Epoch 1571 | loss: 0.0312357 | val_loss: 0.0312374 | Time: 1957.34 ms [2021-05-04 07:10:45 main:581] : INFO : Epoch 1572 | loss: 0.0312356 | val_loss: 0.031237 | Time: 1970.94 ms [2021-05-04 07:10:47 main:581] : INFO : Epoch 1573 | loss: 0.0312351 | val_loss: 0.0312365 | Time: 1931.88 ms [2021-05-04 07:10:49 main:581] : INFO : Epoch 1574 | loss: 0.0312351 | val_loss: 0.0312371 | Time: 1904.44 ms [2021-05-04 07:10:51 main:581] : INFO : Epoch 1575 | loss: 0.031235 | val_loss: 0.0312374 | Time: 1953.91 ms [2021-05-04 07:10:53 main:581] : INFO : Epoch 1576 | loss: 0.031235 | val_loss: 0.0312372 | Time: 1970.19 ms [2021-05-04 07:10:54 main:581] : INFO : Epoch 1577 | loss: 0.0312351 | val_loss: 0.0312368 | Time: 1974.53 ms [2021-05-04 07:10:56 main:581] : INFO : Epoch 1578 | loss: 0.0312353 | val_loss: 0.0312368 | Time: 1953.82 ms [2021-05-04 07:10:58 main:581] : INFO : Epoch 1579 | loss: 0.0312347 | val_loss: 0.0312365 | Time: 1895.46 ms [2021-05-04 07:11:00 main:581] : INFO : Epoch 1580 | loss: 0.0312349 | val_loss: 0.0312376 | Time: 1891.4 ms [2021-05-04 07:11:02 main:581] : INFO : Epoch 1581 | loss: 0.0312366 | val_loss: 0.031237 | Time: 1946.95 ms [2021-05-04 07:11:04 main:581] : INFO : Epoch 1582 | loss: 0.0312351 | val_loss: 0.0312401 | Time: 1972.99 ms [2021-05-04 07:11:06 main:581] : INFO : Epoch 1583 | loss: 0.0312351 | val_loss: 0.0312359 | Time: 1977.3 ms [2021-05-04 07:11:08 main:581] : INFO : Epoch 1584 | loss: 0.0312346 | val_loss: 0.0312367 | Time: 1979.89 ms [2021-05-04 07:11:10 main:581] : INFO : Epoch 1585 | loss: 0.0312344 | val_loss: 0.0312357 | Time: 1992.54 ms [2021-05-04 07:11:12 main:581] : INFO : Epoch 1586 | loss: 0.0312342 | val_loss: 0.0312361 | Time: 1953.4 ms [2021-05-04 07:11:14 main:581] : INFO : Epoch 1587 | loss: 0.031234 | val_loss: 0.0312356 | Time: 1959.77 ms [2021-05-04 07:11:16 main:581] : INFO : Epoch 1588 | loss: 0.0312343 | val_loss: 0.0312357 | Time: 1854.74 ms [2021-05-04 07:11:18 main:581] : INFO : Epoch 1589 | loss: 0.0312337 | val_loss: 0.0312355 | Time: 1982.64 ms [2021-05-04 07:11:20 main:581] : INFO : Epoch 1590 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 1979.03 ms [2021-05-04 07:11:22 main:581] : INFO : Epoch 1591 | loss: 0.031235 | val_loss: 0.031237 | Time: 2048.1 ms [2021-05-04 07:11:24 main:581] : INFO : Epoch 1592 | loss: 0.0312352 | val_loss: 0.0312367 | Time: 2184.58 ms [2021-05-04 07:11:26 main:581] : INFO : Epoch 1593 | loss: 0.0312336 | val_loss: 0.0312354 | Time: 2160.23 ms [2021-05-04 07:11:28 main:581] : INFO : Epoch 1594 | loss: 0.0312341 | val_loss: 0.0312387 | Time: 2152.78 ms [2021-05-04 07:11:31 main:581] : INFO : Epoch 1595 | loss: 0.0312345 | val_loss: 0.0312351 | Time: 2158.56 ms [2021-05-04 07:11:33 main:581] : INFO : Epoch 1596 | loss: 0.031233 | val_loss: 0.031236 | Time: 2165.2 ms [2021-05-04 07:11:35 main:581] : INFO : Epoch 1597 | loss: 0.0312335 | val_loss: 0.0312356 | Time: 2182.82 ms [2021-05-04 07:11:37 main:581] : INFO : Epoch 1598 | loss: 0.0312334 | val_loss: 0.0312349 | Time: 2174.73 ms [2021-05-04 07:11:39 main:581] : INFO : Epoch 1599 | loss: 0.0312332 | val_loss: 0.0312355 | Time: 1964.27 ms [2021-05-04 07:11:41 main:581] : INFO : Epoch 1600 | loss: 0.0312324 | val_loss: 0.0312345 | Time: 1984.01 ms [2021-05-04 07:11:43 main:581] : INFO : Epoch 1601 | loss: 0.0312321 | val_loss: 0.0312341 | Time: 1936.68 ms [2021-05-04 07:11:45 main:581] : INFO : Epoch 1602 | loss: 0.0312322 | val_loss: 0.0312339 | Time: 1930.25 ms [2021-05-04 07:11:47 main:581] : INFO : Epoch 1603 | loss: 0.0312319 | val_loss: 0.0312336 | Time: 1987.38 ms [2021-05-04 07:11:49 main:581] : INFO : Epoch 1604 | loss: 0.0312317 | val_loss: 0.0312344 | Time: 1968.73 ms [2021-05-04 07:11:51 main:581] : INFO : Epoch 1605 | loss: 0.0312342 | val_loss: 0.0312344 | Time: 1975.18 ms [2021-05-04 07:11:53 main:581] : INFO : Epoch 1606 | loss: 0.031236 | val_loss: 0.0312359 | Time: 1981.53 ms [2021-05-04 07:11:55 main:581] : INFO : Epoch 1607 | loss: 0.0312373 | val_loss: 0.0312402 | Time: 1912.93 ms [2021-05-04 07:11:57 main:581] : INFO : Epoch 1608 | loss: 0.0312897 | val_loss: 0.0316619 | Time: 1944.14 ms [2021-05-04 07:11:59 main:581] : INFO : Epoch 1609 | loss: 0.0317446 | val_loss: 0.0313953 | Time: 1925.52 ms [2021-05-04 07:12:01 main:581] : INFO : Epoch 1610 | loss: 0.0333545 | val_loss: 0.0316473 | Time: 1982.81 ms [2021-05-04 07:12:02 main:581] : INFO : Epoch 1611 | loss: 0.0323837 | val_loss: 0.0315417 | Time: 1913.77 ms [2021-05-04 07:12:04 main:581] : INFO : Epoch 1612 | loss: 0.0313751 | val_loss: 0.0312841 | Time: 1949.91 ms [2021-05-04 07:12:06 main:581] : INFO : Epoch 1613 | loss: 0.0312638 | val_loss: 0.0312485 | Time: 1971.94 ms [2021-05-04 07:12:08 main:581] : INFO : Epoch 1614 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 1951.58 ms [2021-05-04 07:12:10 main:581] : INFO : Epoch 1615 | loss: 0.0312435 | val_loss: 0.0312429 | Time: 1974.06 ms [2021-05-04 07:12:12 main:581] : INFO : Epoch 1616 | loss: 0.0312429 | val_loss: 0.0312421 | Time: 1975.67 ms [2021-05-04 07:12:14 main:581] : INFO : Epoch 1617 | loss: 0.0312419 | val_loss: 0.0312421 | Time: 1911 ms [2021-05-04 07:12:16 main:581] : INFO : Epoch 1618 | loss: 0.0312416 | val_loss: 0.0312418 | Time: 1916.91 ms [2021-05-04 07:12:18 main:581] : INFO : Epoch 1619 | loss: 0.0312415 | val_loss: 0.0312421 | Time: 1977.66 ms [2021-05-04 07:12:20 main:581] : INFO : Epoch 1620 | loss: 0.0312411 | val_loss: 0.0312415 | Time: 1963.22 ms [2021-05-04 07:12:22 main:581] : INFO : Epoch 1621 | loss: 0.0312412 | val_loss: 0.0312419 | Time: 1974.08 ms [2021-05-04 07:12:24 main:581] : INFO : Epoch 1622 | loss: 0.0312414 | val_loss: 0.0312414 | Time: 1979.89 ms [2021-05-04 07:12:26 main:581] : INFO : Epoch 1623 | loss: 0.0312409 | val_loss: 0.0312414 | Time: 1987.61 ms [2021-05-04 07:12:28 main:581] : INFO : Epoch 1624 | loss: 0.0312409 | val_loss: 0.0312425 | Time: 1955.52 ms [2021-05-04 07:12:30 main:581] : INFO : Epoch 1625 | loss: 0.0312421 | val_loss: 0.0312422 | Time: 1969.59 ms [2021-05-04 07:12:32 main:581] : INFO : Epoch 1626 | loss: 0.0312412 | val_loss: 0.0312433 | Time: 1896.09 ms [2021-05-04 07:12:34 main:581] : INFO : Epoch 1627 | loss: 0.0312424 | val_loss: 0.0312433 | Time: 1922 ms [2021-05-04 07:12:36 main:581] : INFO : Epoch 1628 | loss: 0.0312427 | val_loss: 0.0312431 | Time: 1963.51 ms [2021-05-04 07:12:38 main:581] : INFO : Epoch 1629 | loss: 0.031243 | val_loss: 0.0312457 | Time: 1986.2 ms [2021-05-04 07:12:40 main:581] : INFO : Epoch 1630 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 1974.95 ms [2021-05-04 07:12:42 main:581] : INFO : Epoch 1631 | loss: 0.0312422 | val_loss: 0.0312439 | Time: 1957.94 ms [2021-05-04 07:12:44 main:581] : INFO : Epoch 1632 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1956.34 ms [2021-05-04 07:12:46 main:581] : INFO : Epoch 1633 | loss: 0.0312419 | val_loss: 0.0312431 | Time: 1926.91 ms [2021-05-04 07:12:47 main:581] : INFO : Epoch 1634 | loss: 0.0312414 | val_loss: 0.0312441 | Time: 1936.56 ms [2021-05-04 07:12:49 main:581] : INFO : Epoch 1635 | loss: 0.031242 | val_loss: 0.0312432 | Time: 1939.65 ms [2021-05-04 07:12:51 main:581] : INFO : Epoch 1636 | loss: 0.0312417 | val_loss: 0.0312435 | Time: 1979.63 ms [2021-05-04 07:12:53 main:581] : INFO : Epoch 1637 | loss: 0.0312419 | val_loss: 0.031244 | Time: 1956.12 ms [2021-05-04 07:12:55 main:581] : INFO : Epoch 1638 | loss: 0.0312418 | val_loss: 0.0312421 | Time: 1896.12 ms [2021-05-04 07:12:57 main:581] : INFO : Epoch 1639 | loss: 0.0312422 | val_loss: 0.0312418 | Time: 1891.76 ms [2021-05-04 07:12:59 main:581] : INFO : Epoch 1640 | loss: 0.0312422 | val_loss: 0.0312414 | Time: 1900.59 ms [2021-05-04 07:13:01 main:581] : INFO : Epoch 1641 | loss: 0.0312418 | val_loss: 0.0312417 | Time: 1970.05 ms [2021-05-04 07:13:03 main:581] : INFO : Epoch 1642 | loss: 0.0312418 | val_loss: 0.0312412 | Time: 1948.4 ms [2021-05-04 07:13:05 main:581] : INFO : Epoch 1643 | loss: 0.0312414 | val_loss: 0.0312409 | Time: 1975.66 ms [2021-05-04 07:13:07 main:581] : INFO : Epoch 1644 | loss: 0.0312412 | val_loss: 0.0312404 | Time: 1913.82 ms [2021-05-04 07:13:09 main:581] : INFO : Epoch 1645 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 1977.14 ms [2021-05-04 07:13:11 main:581] : INFO : Epoch 1646 | loss: 0.0312407 | val_loss: 0.0312401 | Time: 1943.95 ms [2021-05-04 07:13:13 main:581] : INFO : Epoch 1647 | loss: 0.0312404 | val_loss: 0.0312398 | Time: 1985.74 ms [2021-05-04 07:13:15 main:581] : INFO : Epoch 1648 | loss: 0.0312405 | val_loss: 0.0312399 | Time: 1931.91 ms [2021-05-04 07:13:17 main:581] : INFO : Epoch 1649 | loss: 0.0312406 | val_loss: 0.0312411 | Time: 1964.23 ms [2021-05-04 07:13:19 main:581] : INFO : Epoch 1650 | loss: 0.0312409 | val_loss: 0.0312401 | Time: 1972.58 ms [2021-05-04 07:13:21 main:581] : INFO : Epoch 1651 | loss: 0.0312404 | val_loss: 0.0312398 | Time: 1981.36 ms [2021-05-04 07:13:23 main:581] : INFO : Epoch 1652 | loss: 0.0312398 | val_loss: 0.0312397 | Time: 1961.33 ms [2021-05-04 07:13:25 main:581] : INFO : Epoch 1653 | loss: 0.03124 | val_loss: 0.0312406 | Time: 1981.42 ms [2021-05-04 07:13:26 main:581] : INFO : Epoch 1654 | loss: 0.03124 | val_loss: 0.0312403 | Time: 1958.45 ms [2021-05-04 07:13:28 main:581] : INFO : Epoch 1655 | loss: 0.0312405 | val_loss: 0.0312399 | Time: 1972.35 ms [2021-05-04 07:13:30 main:581] : INFO : Epoch 1656 | loss: 0.0312401 | val_loss: 0.0312414 | Time: 1970.88 ms [2021-05-04 07:13:32 main:581] : INFO : Epoch 1657 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 1981.73 ms [2021-05-04 07:13:34 main:581] : INFO : Epoch 1658 | loss: 0.0312392 | val_loss: 0.0312393 | Time: 1974.74 ms [2021-05-04 07:13:36 main:581] : INFO : Epoch 1659 | loss: 0.0312387 | val_loss: 0.0312394 | Time: 1937.98 ms [2021-05-04 07:13:38 main:581] : INFO : Epoch 1660 | loss: 0.0312388 | val_loss: 0.0312392 | Time: 1979.44 ms [2021-05-04 07:13:40 main:581] : INFO : Epoch 1661 | loss: 0.0312386 | val_loss: 0.0312393 | Time: 1825.62 ms [2021-05-04 07:13:42 main:581] : INFO : Epoch 1662 | loss: 0.0312387 | val_loss: 0.0312399 | Time: 1947.15 ms [2021-05-04 07:13:44 main:581] : INFO : Epoch 1663 | loss: 0.0312383 | val_loss: 0.0312386 | Time: 1980.13 ms [2021-05-04 07:13:46 main:581] : INFO : Epoch 1664 | loss: 0.0312385 | val_loss: 0.0312389 | Time: 1901.44 ms [2021-05-04 07:13:48 main:581] : INFO : Epoch 1665 | loss: 0.031238 | val_loss: 0.0312382 | Time: 1901.99 ms [2021-05-04 07:13:50 main:581] : INFO : Epoch 1666 | loss: 0.0312379 | val_loss: 0.0312381 | Time: 1891.46 ms [2021-05-04 07:13:52 main:581] : INFO : Epoch 1667 | loss: 0.0312376 | val_loss: 0.0312381 | Time: 1977.55 ms [2021-05-04 07:13:54 main:581] : INFO : Epoch 1668 | loss: 0.0312376 | val_loss: 0.031238 | Time: 1967 ms [2021-05-04 07:13:56 main:581] : INFO : Epoch 1669 | loss: 0.0312383 | val_loss: 0.0312391 | Time: 1973.5 ms [2021-05-04 07:13:58 main:581] : INFO : Epoch 1670 | loss: 0.0312386 | val_loss: 0.0312384 | Time: 1955.86 ms [2021-05-04 07:14:00 main:581] : INFO : Epoch 1671 | loss: 0.0312378 | val_loss: 0.0312377 | Time: 2021.96 ms [2021-05-04 07:14:02 main:581] : INFO : Epoch 1672 | loss: 0.0312373 | val_loss: 0.0312377 | Time: 1890.57 ms [2021-05-04 07:14:03 main:581] : INFO : Epoch 1673 | loss: 0.031237 | val_loss: 0.0312378 | Time: 1905.02 ms [2021-05-04 07:14:06 main:581] : INFO : Epoch 1674 | loss: 0.0312373 | val_loss: 0.031239 | Time: 2095.48 ms [2021-05-04 07:14:08 main:581] : INFO : Epoch 1675 | loss: 0.0312382 | val_loss: 0.0312384 | Time: 2079.73 ms [2021-05-04 07:14:10 main:581] : INFO : Epoch 1676 | loss: 0.0312376 | val_loss: 0.0312377 | Time: 1974.78 ms [2021-05-04 07:14:12 main:581] : INFO : Epoch 1677 | loss: 0.0312369 | val_loss: 0.0312377 | Time: 2205.06 ms [2021-05-04 07:14:14 main:581] : INFO : Epoch 1678 | loss: 0.0312372 | val_loss: 0.0312377 | Time: 2042.65 ms [2021-05-04 07:14:16 main:581] : INFO : Epoch 1679 | loss: 0.0312378 | val_loss: 0.031237 | Time: 1973.8 ms [2021-05-04 07:14:18 main:581] : INFO : Epoch 1680 | loss: 0.0312374 | val_loss: 0.0312373 | Time: 1978.7 ms [2021-05-04 07:14:20 main:581] : INFO : Epoch 1681 | loss: 0.0312379 | val_loss: 0.031238 | Time: 1913.4 ms [2021-05-04 07:14:22 main:581] : INFO : Epoch 1682 | loss: 0.0312372 | val_loss: 0.0312369 | Time: 1902.81 ms [2021-05-04 07:14:24 main:581] : INFO : Epoch 1683 | loss: 0.0312365 | val_loss: 0.0312368 | Time: 1916.51 ms [2021-05-04 07:14:25 main:581] : INFO : Epoch 1684 | loss: 0.0312362 | val_loss: 0.0312368 | Time: 1944.01 ms [2021-05-04 07:14:27 main:581] : INFO : Epoch 1685 | loss: 0.0312364 | val_loss: 0.0312368 | Time: 1981.5 ms [2021-05-04 07:14:29 main:581] : INFO : Epoch 1686 | loss: 0.0312361 | val_loss: 0.0312371 | Time: 1966.95 ms [2021-05-04 07:14:31 main:581] : INFO : Epoch 1687 | loss: 0.0312378 | val_loss: 0.0312421 | Time: 1963.27 ms [2021-05-04 07:14:33 main:581] : INFO : Epoch 1688 | loss: 0.0312374 | val_loss: 0.0312391 | Time: 1930.41 ms [2021-05-04 07:14:35 main:581] : INFO : Epoch 1689 | loss: 0.0312365 | val_loss: 0.031238 | Time: 1940.99 ms [2021-05-04 07:14:37 main:581] : INFO : Epoch 1690 | loss: 0.0312368 | val_loss: 0.0312384 | Time: 1956.09 ms [2021-05-04 07:14:39 main:581] : INFO : Epoch 1691 | loss: 0.0312364 | val_loss: 0.0312415 | Time: 1947.78 ms [2021-05-04 07:14:41 main:581] : INFO : Epoch 1692 | loss: 0.031237 | val_loss: 0.0312362 | Time: 1960.96 ms [2021-05-04 07:14:43 main:581] : INFO : Epoch 1693 | loss: 0.0312361 | val_loss: 0.0312367 | Time: 1894.51 ms [2021-05-04 07:14:45 main:581] : INFO : Epoch 1694 | loss: 0.0312369 | val_loss: 0.0312424 | Time: 1846.78 ms [2021-05-04 07:14:47 main:581] : INFO : Epoch 1695 | loss: 0.0312367 | val_loss: 0.0312368 | Time: 1959.28 ms [2021-05-04 07:14:49 main:581] : INFO : Epoch 1696 | loss: 0.0312366 | val_loss: 0.0312376 | Time: 1928.29 ms [2021-05-04 07:14:51 main:581] : INFO : Epoch 1697 | loss: 0.0312362 | val_loss: 0.0312361 | Time: 1951.63 ms [2021-05-04 07:14:53 main:581] : INFO : Epoch 1698 | loss: 0.0312358 | val_loss: 0.0312361 | Time: 1972.95 ms [2021-05-04 07:14:55 main:581] : INFO : Epoch 1699 | loss: 0.031236 | val_loss: 0.0312365 | Time: 1963.69 ms [2021-05-04 07:14:57 main:581] : INFO : Epoch 1700 | loss: 0.0312379 | val_loss: 0.0312371 | Time: 1964.63 ms [2021-05-04 07:14:59 main:581] : INFO : Epoch 1701 | loss: 0.0312398 | val_loss: 0.031247 | Time: 1961.83 ms [2021-05-04 07:15:01 main:581] : INFO : Epoch 1702 | loss: 0.0312395 | val_loss: 0.0312384 | Time: 1967.09 ms [2021-05-04 07:15:02 main:581] : INFO : Epoch 1703 | loss: 0.0312356 | val_loss: 0.0312366 | Time: 1971.81 ms [2021-05-04 07:15:04 main:581] : INFO : Epoch 1704 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 1969.73 ms [2021-05-04 07:15:06 main:581] : INFO : Epoch 1705 | loss: 0.0312351 | val_loss: 0.0312365 | Time: 1945.8 ms [2021-05-04 07:15:08 main:581] : INFO : Epoch 1706 | loss: 0.0312351 | val_loss: 0.0312359 | Time: 1966.96 ms [2021-05-04 07:15:10 main:581] : INFO : Epoch 1707 | loss: 0.0312351 | val_loss: 0.0312368 | Time: 1926.52 ms [2021-05-04 07:15:12 main:581] : INFO : Epoch 1708 | loss: 0.0312358 | val_loss: 0.0312385 | Time: 1935.47 ms [2021-05-04 07:15:14 main:581] : INFO : Epoch 1709 | loss: 0.031236 | val_loss: 0.0312355 | Time: 1975.5 ms [2021-05-04 07:15:16 main:581] : INFO : Epoch 1710 | loss: 0.0312348 | val_loss: 0.0312355 | Time: 1980.6 ms [2021-05-04 07:15:18 main:581] : INFO : Epoch 1711 | loss: 0.031235 | val_loss: 0.0312362 | Time: 1982.21 ms [2021-05-04 07:15:20 main:581] : INFO : Epoch 1712 | loss: 0.0312362 | val_loss: 0.0312363 | Time: 1979.01 ms [2021-05-04 07:15:22 main:581] : INFO : Epoch 1713 | loss: 0.031235 | val_loss: 0.0312356 | Time: 1971.11 ms [2021-05-04 07:15:24 main:581] : INFO : Epoch 1714 | loss: 0.0312349 | val_loss: 0.0312415 | Time: 1941.02 ms [2021-05-04 07:15:26 main:581] : INFO : Epoch 1715 | loss: 0.0312359 | val_loss: 0.0312385 | Time: 1975.12 ms [2021-05-04 07:15:28 main:581] : INFO : Epoch 1716 | loss: 0.0312362 | val_loss: 0.0312353 | Time: 1977.24 ms [2021-05-04 07:15:30 main:581] : INFO : Epoch 1717 | loss: 0.0312344 | val_loss: 0.0312366 | Time: 1913.72 ms [2021-05-04 07:15:32 main:581] : INFO : Epoch 1718 | loss: 0.0312344 | val_loss: 0.031236 | Time: 1892.47 ms [2021-05-04 07:15:34 main:581] : INFO : Epoch 1719 | loss: 0.0312342 | val_loss: 0.0312349 | Time: 1966.76 ms [2021-05-04 07:15:36 main:581] : INFO : Epoch 1720 | loss: 0.0312334 | val_loss: 0.0312365 | Time: 1970.9 ms [2021-05-04 07:15:38 main:581] : INFO : Epoch 1721 | loss: 0.0312343 | val_loss: 0.0312351 | Time: 1955.31 ms [2021-05-04 07:15:40 main:581] : INFO : Epoch 1722 | loss: 0.031234 | val_loss: 0.0312347 | Time: 1961.23 ms [2021-05-04 07:15:42 main:581] : INFO : Epoch 1723 | loss: 0.0312341 | val_loss: 0.0312355 | Time: 1966 ms [2021-05-04 07:15:44 main:581] : INFO : Epoch 1724 | loss: 0.0312335 | val_loss: 0.031235 | Time: 1928.96 ms [2021-05-04 07:15:46 main:581] : INFO : Epoch 1725 | loss: 0.0312336 | val_loss: 0.0312342 | Time: 1976.44 ms [2021-05-04 07:15:48 main:581] : INFO : Epoch 1726 | loss: 0.031234 | val_loss: 0.0312349 | Time: 1958.12 ms [2021-05-04 07:15:49 main:581] : INFO : Epoch 1727 | loss: 0.0312335 | val_loss: 0.0312357 | Time: 1948.38 ms [2021-05-04 07:15:51 main:581] : INFO : Epoch 1728 | loss: 0.0312337 | val_loss: 0.0312352 | Time: 1988.55 ms [2021-05-04 07:15:53 main:581] : INFO : Epoch 1729 | loss: 0.0312343 | val_loss: 0.0312359 | Time: 1936.34 ms [2021-05-04 07:15:55 main:581] : INFO : Epoch 1730 | loss: 0.0312336 | val_loss: 0.0312354 | Time: 1957.96 ms [2021-05-04 07:15:57 main:581] : INFO : Epoch 1731 | loss: 0.031233 | val_loss: 0.0312352 | Time: 1974.67 ms [2021-05-04 07:15:59 main:581] : INFO : Epoch 1732 | loss: 0.0312326 | val_loss: 0.0312346 | Time: 1973.63 ms [2021-05-04 07:16:01 main:581] : INFO : Epoch 1733 | loss: 0.0312342 | val_loss: 0.0312373 | Time: 1964.79 ms [2021-05-04 07:16:03 main:581] : INFO : Epoch 1734 | loss: 0.0312333 | val_loss: 0.0312353 | Time: 1895.38 ms [2021-05-04 07:16:05 main:581] : INFO : Epoch 1735 | loss: 0.0312338 | val_loss: 0.0312379 | Time: 1975.19 ms [2021-05-04 07:16:07 main:581] : INFO : Epoch 1736 | loss: 0.0312341 | val_loss: 0.0312364 | Time: 1978.65 ms [2021-05-04 07:16:09 main:581] : INFO : Epoch 1737 | loss: 0.031233 | val_loss: 0.0312353 | Time: 1963.8 ms [2021-05-04 07:16:11 main:581] : INFO : Epoch 1738 | loss: 0.0312331 | val_loss: 0.0312354 | Time: 1965.81 ms [2021-05-04 07:16:13 main:581] : INFO : Epoch 1739 | loss: 0.0312341 | val_loss: 0.031237 | Time: 1967.8 ms [2021-05-04 07:16:15 main:581] : INFO : Epoch 1740 | loss: 0.0312355 | val_loss: 0.0312392 | Time: 1977.8 ms [2021-05-04 07:16:17 main:581] : INFO : Epoch 1741 | loss: 0.0312354 | val_loss: 0.0312378 | Time: 1983.93 ms [2021-05-04 07:16:19 main:581] : INFO : Epoch 1742 | loss: 0.031234 | val_loss: 0.0312369 | Time: 1898.57 ms [2021-05-04 07:16:21 main:581] : INFO : Epoch 1743 | loss: 0.0312337 | val_loss: 0.0312372 | Time: 1987.48 ms [2021-05-04 07:16:23 main:581] : INFO : Epoch 1744 | loss: 0.031234 | val_loss: 0.0312363 | Time: 2176.53 ms [2021-05-04 07:16:25 main:581] : INFO : Epoch 1745 | loss: 0.0312365 | val_loss: 0.0312363 | Time: 1933.25 ms [2021-05-04 07:16:27 main:581] : INFO : Epoch 1746 | loss: 0.0312359 | val_loss: 0.0312349 | Time: 1965.46 ms [2021-05-04 07:16:29 main:581] : INFO : Epoch 1747 | loss: 0.0312365 | val_loss: 0.0312356 | Time: 2020.81 ms [2021-05-04 07:16:31 main:581] : INFO : Epoch 1748 | loss: 0.0312364 | val_loss: 0.0312349 | Time: 2237.15 ms [2021-05-04 07:16:33 main:581] : INFO : Epoch 1749 | loss: 0.0312366 | val_loss: 0.0312364 | Time: 2128.61 ms [2021-05-04 07:16:35 main:581] : INFO : Epoch 1750 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 1986.34 ms [2021-05-04 07:16:37 main:581] : INFO : Epoch 1751 | loss: 0.031237 | val_loss: 0.0312402 | Time: 1969.62 ms [2021-05-04 07:16:39 main:581] : INFO : Epoch 1752 | loss: 0.0312375 | val_loss: 0.031239 | Time: 1940.12 ms [2021-05-04 07:16:41 main:581] : INFO : Epoch 1753 | loss: 0.0312377 | val_loss: 0.0312363 | Time: 1991.96 ms [2021-05-04 07:16:43 main:581] : INFO : Epoch 1754 | loss: 0.0312353 | val_loss: 0.0312348 | Time: 1954.91 ms [2021-05-04 07:16:45 main:581] : INFO : Epoch 1755 | loss: 0.0312338 | val_loss: 0.0312341 | Time: 1984.65 ms [2021-05-04 07:16:47 main:581] : INFO : Epoch 1756 | loss: 0.0312352 | val_loss: 0.0312331 | Time: 1899.38 ms [2021-05-04 07:16:49 main:581] : INFO : Epoch 1757 | loss: 0.0312338 | val_loss: 0.0312333 | Time: 1920.61 ms [2021-05-04 07:16:51 main:581] : INFO : Epoch 1758 | loss: 0.0312352 | val_loss: 0.0312341 | Time: 1981.75 ms [2021-05-04 07:16:53 main:581] : INFO : Epoch 1759 | loss: 0.0312346 | val_loss: 0.0312332 | Time: 1966.22 ms [2021-05-04 07:16:55 main:581] : INFO : Epoch 1760 | loss: 0.0312378 | val_loss: 0.0312365 | Time: 1967.99 ms [2021-05-04 07:16:57 main:581] : INFO : Epoch 1761 | loss: 0.0312346 | val_loss: 0.0312325 | Time: 1956.73 ms [2021-05-04 07:16:59 main:581] : INFO : Epoch 1762 | loss: 0.0312335 | val_loss: 0.0312325 | Time: 1964.9 ms [2021-05-04 07:17:01 main:581] : INFO : Epoch 1763 | loss: 0.0312341 | val_loss: 0.0312366 | Time: 1963.31 ms [2021-05-04 07:17:03 main:581] : INFO : Epoch 1764 | loss: 0.031235 | val_loss: 0.0312344 | Time: 1930.55 ms [2021-05-04 07:17:05 main:581] : INFO : Epoch 1765 | loss: 0.0312334 | val_loss: 0.0312356 | Time: 1956.23 ms [2021-05-04 07:17:07 main:581] : INFO : Epoch 1766 | loss: 0.0312342 | val_loss: 0.0312364 | Time: 1969.33 ms [2021-05-04 07:17:09 main:581] : INFO : Epoch 1767 | loss: 0.031236 | val_loss: 0.0312343 | Time: 1952.37 ms [2021-05-04 07:17:11 main:581] : INFO : Epoch 1768 | loss: 0.0312356 | val_loss: 0.031233 | Time: 1969.13 ms [2021-05-04 07:17:12 main:581] : INFO : Epoch 1769 | loss: 0.0312333 | val_loss: 0.0312323 | Time: 1919.98 ms [2021-05-04 07:17:14 main:581] : INFO : Epoch 1770 | loss: 0.0312347 | val_loss: 0.0312348 | Time: 1975.72 ms [2021-05-04 07:17:16 main:581] : INFO : Epoch 1771 | loss: 0.0312352 | val_loss: 0.0312327 | Time: 1977.13 ms [2021-05-04 07:17:18 main:581] : INFO : Epoch 1772 | loss: 0.0312323 | val_loss: 0.0312325 | Time: 1966.75 ms [2021-05-04 07:17:20 main:581] : INFO : Epoch 1773 | loss: 0.0312321 | val_loss: 0.0312329 | Time: 1978.03 ms [2021-05-04 07:17:22 main:581] : INFO : Epoch 1774 | loss: 0.0312331 | val_loss: 0.0312324 | Time: 1972.24 ms [2021-05-04 07:17:24 main:581] : INFO : Epoch 1775 | loss: 0.031232 | val_loss: 0.0312304 | Time: 1969.89 ms [2021-05-04 07:17:26 main:581] : INFO : Epoch 1776 | loss: 0.0312323 | val_loss: 0.0312306 | Time: 1948.23 ms [2021-05-04 07:17:28 main:581] : INFO : Epoch 1777 | loss: 0.0312307 | val_loss: 0.0312307 | Time: 1956.51 ms [2021-05-04 07:17:30 main:581] : INFO : Epoch 1778 | loss: 0.0312313 | val_loss: 0.0312309 | Time: 1972.65 ms [2021-05-04 07:17:32 main:581] : INFO : Epoch 1779 | loss: 0.0312304 | val_loss: 0.0312334 | Time: 1975.84 ms [2021-05-04 07:17:34 main:581] : INFO : Epoch 1780 | loss: 0.0312316 | val_loss: 0.0312318 | Time: 1954.8 ms [2021-05-04 07:17:36 main:581] : INFO : Epoch 1781 | loss: 0.0312304 | val_loss: 0.0312292 | Time: 1970.99 ms [2021-05-04 07:17:38 main:581] : INFO : Epoch 1782 | loss: 0.0312301 | val_loss: 0.0312302 | Time: 1866.51 ms [2021-05-04 07:17:40 main:581] : INFO : Epoch 1783 | loss: 0.0312299 | val_loss: 0.031229 | Time: 1949.83 ms [2021-05-04 07:17:42 main:581] : INFO : Epoch 1784 | loss: 0.0312305 | val_loss: 0.0312288 | Time: 1975.72 ms [2021-05-04 07:17:44 main:581] : INFO : Epoch 1785 | loss: 0.03123 | val_loss: 0.0312285 | Time: 1964.15 ms [2021-05-04 07:17:46 main:581] : INFO : Epoch 1786 | loss: 0.0312294 | val_loss: 0.0312283 | Time: 1932.44 ms [2021-05-04 07:17:48 main:581] : INFO : Epoch 1787 | loss: 0.0312301 | val_loss: 0.0312298 | Time: 1969.76 ms [2021-05-04 07:17:50 main:581] : INFO : Epoch 1788 | loss: 0.0312298 | val_loss: 0.0312293 | Time: 1906.17 ms [2021-05-04 07:17:52 main:581] : INFO : Epoch 1789 | loss: 0.0312295 | val_loss: 0.0312328 | Time: 1891.64 ms [2021-05-04 07:17:53 main:581] : INFO : Epoch 1790 | loss: 0.0312299 | val_loss: 0.0312311 | Time: 1915.76 ms [2021-05-04 07:17:55 main:581] : INFO : Epoch 1791 | loss: 0.0312303 | val_loss: 0.0312286 | Time: 1918.55 ms [2021-05-04 07:17:57 main:581] : INFO : Epoch 1792 | loss: 0.0312301 | val_loss: 0.0312295 | Time: 1935.63 ms [2021-05-04 07:17:59 main:581] : INFO : Epoch 1793 | loss: 0.0312324 | val_loss: 0.0312413 | Time: 1957.88 ms [2021-05-04 07:18:01 main:581] : INFO : Epoch 1794 | loss: 0.0312318 | val_loss: 0.0312307 | Time: 1959.12 ms [2021-05-04 07:18:03 main:581] : INFO : Epoch 1795 | loss: 0.0312284 | val_loss: 0.031227 | Time: 1946.02 ms [2021-05-04 07:18:05 main:581] : INFO : Epoch 1796 | loss: 0.0312278 | val_loss: 0.0312277 | Time: 1971.36 ms [2021-05-04 07:18:07 main:581] : INFO : Epoch 1797 | loss: 0.0312286 | val_loss: 0.0312269 | Time: 1987.39 ms [2021-05-04 07:18:09 main:581] : INFO : Epoch 1798 | loss: 0.0312295 | val_loss: 0.0312315 | Time: 1937.48 ms [2021-05-04 07:18:11 main:581] : INFO : Epoch 1799 | loss: 0.0312293 | val_loss: 0.0312292 | Time: 1914.95 ms [2021-05-04 07:18:13 main:581] : INFO : Epoch 1800 | loss: 0.0312274 | val_loss: 0.0312312 | Time: 1956.31 ms [2021-05-04 07:18:15 main:581] : INFO : Epoch 1801 | loss: 0.0312273 | val_loss: 0.0312288 | Time: 1963.13 ms [2021-05-04 07:18:17 main:581] : INFO : Epoch 1802 | loss: 0.0312285 | val_loss: 0.0312266 | Time: 1951.27 ms [2021-05-04 07:18:19 main:581] : INFO : Epoch 1803 | loss: 0.0312263 | val_loss: 0.0312265 | Time: 1970.02 ms [2021-05-04 07:18:21 main:581] : INFO : Epoch 1804 | loss: 0.0312267 | val_loss: 0.0312257 | Time: 1954.11 ms [2021-05-04 07:18:23 main:581] : INFO : Epoch 1805 | loss: 0.0312253 | val_loss: 0.0312255 | Time: 1960.77 ms [2021-05-04 07:18:25 main:581] : INFO : Epoch 1806 | loss: 0.0312266 | val_loss: 0.0312254 | Time: 1901.86 ms [2021-05-04 07:18:27 main:581] : INFO : Epoch 1807 | loss: 0.031226 | val_loss: 0.0312254 | Time: 1894.74 ms [2021-05-04 07:18:28 main:581] : INFO : Epoch 1808 | loss: 0.0312252 | val_loss: 0.0312249 | Time: 1896.36 ms [2021-05-04 07:18:30 main:581] : INFO : Epoch 1809 | loss: 0.0312253 | val_loss: 0.0312238 | Time: 1932.97 ms [2021-05-04 07:18:32 main:581] : INFO : Epoch 1810 | loss: 0.031225 | val_loss: 0.0312321 | Time: 1960.93 ms [2021-05-04 07:18:34 main:581] : INFO : Epoch 1811 | loss: 0.0312287 | val_loss: 0.0312277 | Time: 1989.97 ms [2021-05-04 07:18:36 main:581] : INFO : Epoch 1812 | loss: 0.0312256 | val_loss: 0.0312236 | Time: 1917.1 ms [2021-05-04 07:18:38 main:581] : INFO : Epoch 1813 | loss: 0.0312253 | val_loss: 0.0312233 | Time: 1975.23 ms [2021-05-04 07:18:40 main:581] : INFO : Epoch 1814 | loss: 0.0312268 | val_loss: 0.0312278 | Time: 1929.12 ms [2021-05-04 07:18:42 main:581] : INFO : Epoch 1815 | loss: 0.0312247 | val_loss: 0.0312227 | Time: 1917.8 ms [2021-05-04 07:18:44 main:581] : INFO : Epoch 1816 | loss: 0.0312252 | val_loss: 0.0312234 | Time: 1959.56 ms [2021-05-04 07:18:46 main:581] : INFO : Epoch 1817 | loss: 0.0312242 | val_loss: 0.0312272 | Time: 2075.02 ms [2021-05-04 07:18:48 main:581] : INFO : Epoch 1818 | loss: 0.0312249 | val_loss: 0.0312221 | Time: 2105.75 ms [2021-05-04 07:18:50 main:581] : INFO : Epoch 1819 | loss: 0.0312238 | val_loss: 0.031223 | Time: 2221.58 ms [2021-05-04 07:18:53 main:581] : INFO : Epoch 1820 | loss: 0.0312227 | val_loss: 0.0312222 | Time: 2229.57 ms [2021-05-04 07:18:55 main:581] : INFO : Epoch 1821 | loss: 0.0312227 | val_loss: 0.0312234 | Time: 2214.3 ms [2021-05-04 07:18:57 main:581] : INFO : Epoch 1822 | loss: 0.0312231 | val_loss: 0.0312209 | Time: 2094.72 ms [2021-05-04 07:18:59 main:581] : INFO : Epoch 1823 | loss: 0.0312234 | val_loss: 0.0312287 | Time: 1970.66 ms [2021-05-04 07:19:01 main:581] : INFO : Epoch 1824 | loss: 0.0312279 | val_loss: 0.0312232 | Time: 1964.09 ms [2021-05-04 07:19:03 main:581] : INFO : Epoch 1825 | loss: 0.0312254 | val_loss: 0.0312271 | Time: 1957.24 ms [2021-05-04 07:19:05 main:581] : INFO : Epoch 1826 | loss: 0.0312229 | val_loss: 0.0312196 | Time: 1888.01 ms [2021-05-04 07:19:07 main:581] : INFO : Epoch 1827 | loss: 0.0312207 | val_loss: 0.0312195 | Time: 1893.16 ms [2021-05-04 07:19:09 main:581] : INFO : Epoch 1828 | loss: 0.0312208 | val_loss: 0.0312196 | Time: 1925.13 ms [2021-05-04 07:19:11 main:581] : INFO : Epoch 1829 | loss: 0.0312206 | val_loss: 0.0312199 | Time: 1975.14 ms [2021-05-04 07:19:13 main:581] : INFO : Epoch 1830 | loss: 0.0312206 | val_loss: 0.0312192 | Time: 1960.85 ms [2021-05-04 07:19:14 main:581] : INFO : Epoch 1831 | loss: 0.0312216 | val_loss: 0.0312186 | Time: 1967.67 ms [2021-05-04 07:19:16 main:581] : INFO : Epoch 1832 | loss: 0.0312201 | val_loss: 0.0312213 | Time: 1980.49 ms [2021-05-04 07:19:18 main:581] : INFO : Epoch 1833 | loss: 0.0312225 | val_loss: 0.0312187 | Time: 1953.78 ms [2021-05-04 07:19:20 main:581] : INFO : Epoch 1834 | loss: 0.0312192 | val_loss: 0.0312174 | Time: 1957.74 ms [2021-05-04 07:19:22 main:581] : INFO : Epoch 1835 | loss: 0.0312187 | val_loss: 0.0312204 | Time: 1976.35 ms [2021-05-04 07:19:24 main:581] : INFO : Epoch 1836 | loss: 0.0312207 | val_loss: 0.0312207 | Time: 1966.78 ms [2021-05-04 07:19:26 main:581] : INFO : Epoch 1837 | loss: 0.0312197 | val_loss: 0.0312202 | Time: 1949.45 ms [2021-05-04 07:19:28 main:581] : INFO : Epoch 1838 | loss: 0.0312243 | val_loss: 0.0312219 | Time: 1962.26 ms [2021-05-04 07:19:30 main:581] : INFO : Epoch 1839 | loss: 0.0312232 | val_loss: 0.0312213 | Time: 1901.81 ms [2021-05-04 07:19:32 main:581] : INFO : Epoch 1840 | loss: 0.0312207 | val_loss: 0.0312241 | Time: 1900.9 ms [2021-05-04 07:19:34 main:581] : INFO : Epoch 1841 | loss: 0.0312223 | val_loss: 0.0312195 | Time: 1891.88 ms [2021-05-04 07:19:36 main:581] : INFO : Epoch 1842 | loss: 0.0312211 | val_loss: 0.0312187 | Time: 1899.52 ms [2021-05-04 07:19:38 main:581] : INFO : Epoch 1843 | loss: 0.0312219 | val_loss: 0.0312276 | Time: 1900.02 ms [2021-05-04 07:19:40 main:581] : INFO : Epoch 1844 | loss: 0.031224 | val_loss: 0.0312192 | Time: 1956.87 ms [2021-05-04 07:19:42 main:581] : INFO : Epoch 1845 | loss: 0.0312175 | val_loss: 0.0312195 | Time: 1981.2 ms [2021-05-04 07:19:44 main:581] : INFO : Epoch 1846 | loss: 0.0312193 | val_loss: 0.0312172 | Time: 1954.98 ms [2021-05-04 07:19:46 main:581] : INFO : Epoch 1847 | loss: 0.0312199 | val_loss: 0.0312175 | Time: 1945.75 ms [2021-05-04 07:19:48 main:581] : INFO : Epoch 1848 | loss: 0.0312205 | val_loss: 0.0312181 | Time: 1982.69 ms [2021-05-04 07:19:50 main:581] : INFO : Epoch 1849 | loss: 0.031217 | val_loss: 0.0312155 | Time: 1981.57 ms [2021-05-04 07:19:51 main:581] : INFO : Epoch 1850 | loss: 0.0312167 | val_loss: 0.0312174 | Time: 1952.8 ms [2021-05-04 07:19:53 main:581] : INFO : Epoch 1851 | loss: 0.0312169 | val_loss: 0.0312156 | Time: 1970.04 ms [2021-05-04 07:19:55 main:581] : INFO : Epoch 1852 | loss: 0.0312155 | val_loss: 0.0312145 | Time: 1950.82 ms [2021-05-04 07:19:57 main:581] : INFO : Epoch 1853 | loss: 0.0312163 | val_loss: 0.0312151 | Time: 1954.62 ms [2021-05-04 07:19:59 main:581] : INFO : Epoch 1854 | loss: 0.0312179 | val_loss: 0.0312155 | Time: 1980.8 ms [2021-05-04 07:20:01 main:581] : INFO : Epoch 1855 | loss: 0.0312174 | val_loss: 0.0312158 | Time: 1976.63 ms [2021-05-04 07:20:03 main:581] : INFO : Epoch 1856 | loss: 0.0312181 | val_loss: 0.0312143 | Time: 1961.48 ms [2021-05-04 07:20:05 main:581] : INFO : Epoch 1857 | loss: 0.0312161 | val_loss: 0.0312167 | Time: 1957.19 ms [2021-05-04 07:20:07 main:581] : INFO : Epoch 1858 | loss: 0.0312154 | val_loss: 0.0312134 | Time: 1968.31 ms [2021-05-04 07:20:09 main:581] : INFO : Epoch 1859 | loss: 0.0312151 | val_loss: 0.0312158 | Time: 1905.2 ms [2021-05-04 07:20:11 main:581] : INFO : Epoch 1860 | loss: 0.0312152 | val_loss: 0.0312138 | Time: 1926.75 ms [2021-05-04 07:20:13 main:581] : INFO : Epoch 1861 | loss: 0.0312176 | val_loss: 0.0312157 | Time: 1885.6 ms [2021-05-04 07:20:15 main:581] : INFO : Epoch 1862 | loss: 0.0312149 | val_loss: 0.0312153 | Time: 1898.76 ms [2021-05-04 07:20:17 main:581] : INFO : Epoch 1863 | loss: 0.0312148 | val_loss: 0.0312146 | Time: 1905.04 ms [2021-05-04 07:20:19 main:581] : INFO : Epoch 1864 | loss: 0.0312137 | val_loss: 0.0312153 | Time: 1896.62 ms [2021-05-04 07:20:21 main:581] : INFO : Epoch 1865 | loss: 0.0312161 | val_loss: 0.0312158 | Time: 1897.46 ms [2021-05-04 07:20:22 main:581] : INFO : Epoch 1866 | loss: 0.031215 | val_loss: 0.0312129 | Time: 1953.95 ms [2021-05-04 07:20:24 main:581] : INFO : Epoch 1867 | loss: 0.031215 | val_loss: 0.0312124 | Time: 1948.27 ms [2021-05-04 07:20:26 main:581] : INFO : Epoch 1868 | loss: 0.0312123 | val_loss: 0.0312165 | Time: 1950.59 ms [2021-05-04 07:20:28 main:581] : INFO : Epoch 1869 | loss: 0.0312145 | val_loss: 0.0312134 | Time: 1974.57 ms [2021-05-04 07:20:30 main:581] : INFO : Epoch 1870 | loss: 0.0312123 | val_loss: 0.0312173 | Time: 1978.03 ms [2021-05-04 07:20:32 main:581] : INFO : Epoch 1871 | loss: 0.0312137 | val_loss: 0.031214 | Time: 1905.95 ms [2021-05-04 07:20:34 main:581] : INFO : Epoch 1872 | loss: 0.0312141 | val_loss: 0.031212 | Time: 1909.98 ms [2021-05-04 07:20:36 main:581] : INFO : Epoch 1873 | loss: 0.0312133 | val_loss: 0.0312115 | Time: 1974.17 ms [2021-05-04 07:20:38 main:581] : INFO : Epoch 1874 | loss: 0.0312113 | val_loss: 0.0312108 | Time: 1975.29 ms [2021-05-04 07:20:40 main:581] : INFO : Epoch 1875 | loss: 0.0312133 | val_loss: 0.0312124 | Time: 1952.01 ms [2021-05-04 07:20:42 main:581] : INFO : Epoch 1876 | loss: 0.0312137 | val_loss: 0.031211 | Time: 1936.9 ms [2021-05-04 07:20:44 main:581] : INFO : Epoch 1877 | loss: 0.0312132 | val_loss: 0.0312126 | Time: 1959.91 ms [2021-05-04 07:20:46 main:581] : INFO : Epoch 1878 | loss: 0.031215 | val_loss: 0.0312109 | Time: 1937.26 ms [2021-05-04 07:20:48 main:581] : INFO : Epoch 1879 | loss: 0.0312116 | val_loss: 0.0312118 | Time: 1977.05 ms [2021-05-04 07:20:50 main:581] : INFO : Epoch 1880 | loss: 0.0312112 | val_loss: 0.0312112 | Time: 1981.49 ms [2021-05-04 07:20:52 main:581] : INFO : Epoch 1881 | loss: 0.031211 | val_loss: 0.0312147 | Time: 1980.26 ms [2021-05-04 07:20:54 main:581] : INFO : Epoch 1882 | loss: 0.0312109 | val_loss: 0.0312097 | Time: 1976.1 ms [2021-05-04 07:20:56 main:581] : INFO : Epoch 1883 | loss: 0.0312097 | val_loss: 0.0312095 | Time: 1966.54 ms [2021-05-04 07:20:58 main:581] : INFO : Epoch 1884 | loss: 0.0312117 | val_loss: 0.0312114 | Time: 1920.64 ms [2021-05-04 07:21:00 main:581] : INFO : Epoch 1885 | loss: 0.0312104 | val_loss: 0.0312098 | Time: 1923.33 ms [2021-05-04 07:21:02 main:581] : INFO : Epoch 1886 | loss: 0.0312099 | val_loss: 0.0312121 | Time: 2066.99 ms [2021-05-04 07:21:04 main:581] : INFO : Epoch 1887 | loss: 0.03121 | val_loss: 0.0312093 | Time: 2142.18 ms [2021-05-04 07:21:06 main:581] : INFO : Epoch 1888 | loss: 0.0312105 | val_loss: 0.0312091 | Time: 2031.33 ms [2021-05-04 07:21:08 main:581] : INFO : Epoch 1889 | loss: 0.0312089 | val_loss: 0.0312089 | Time: 1982.77 ms [2021-05-04 07:21:10 main:581] : INFO : Epoch 1890 | loss: 0.0312098 | val_loss: 0.0312087 | Time: 1890.21 ms [2021-05-04 07:21:12 main:581] : INFO : Epoch 1891 | loss: 0.0312121 | val_loss: 0.0312178 | Time: 1890.74 ms [2021-05-04 07:21:14 main:581] : INFO : Epoch 1892 | loss: 0.0312104 | val_loss: 0.031209 | Time: 1925.69 ms [2021-05-04 07:21:16 main:581] : INFO : Epoch 1893 | loss: 0.0312083 | val_loss: 0.0312084 | Time: 1992.79 ms [2021-05-04 07:21:18 main:581] : INFO : Epoch 1894 | loss: 0.0312132 | val_loss: 0.0312126 | Time: 2060.01 ms [2021-05-04 07:21:19 main:581] : INFO : Epoch 1895 | loss: 0.0312121 | val_loss: 0.0312117 | Time: 1895.09 ms [2021-05-04 07:21:21 main:581] : INFO : Epoch 1896 | loss: 0.0312088 | val_loss: 0.0312079 | Time: 1917.3 ms [2021-05-04 07:21:23 main:581] : INFO : Epoch 1897 | loss: 0.0312083 | val_loss: 0.0312131 | Time: 1989.29 ms [2021-05-04 07:21:25 main:581] : INFO : Epoch 1898 | loss: 0.0312105 | val_loss: 0.0312175 | Time: 1991.13 ms [2021-05-04 07:21:27 main:581] : INFO : Epoch 1899 | loss: 0.0312132 | val_loss: 0.0312104 | Time: 1974.64 ms [2021-05-04 07:21:29 main:581] : INFO : Epoch 1900 | loss: 0.0312109 | val_loss: 0.0312104 | Time: 1950.77 ms [2021-05-04 07:21:31 main:581] : INFO : Epoch 1901 | loss: 0.0312104 | val_loss: 0.0312083 | Time: 1888.42 ms [2021-05-04 07:21:33 main:581] : INFO : Epoch 1902 | loss: 0.0312086 | val_loss: 0.0312084 | Time: 1896.2 ms [2021-05-04 07:21:35 main:581] : INFO : Epoch 1903 | loss: 0.0312087 | val_loss: 0.0312079 | Time: 1896.86 ms [2021-05-04 07:21:37 main:581] : INFO : Epoch 1904 | loss: 0.0312084 | val_loss: 0.0312074 | Time: 1909.77 ms [2021-05-04 07:21:39 main:581] : INFO : Epoch 1905 | loss: 0.0312078 | val_loss: 0.0312101 | Time: 1971.91 ms [2021-05-04 07:21:41 main:581] : INFO : Epoch 1906 | loss: 0.0312086 | val_loss: 0.0312074 | Time: 1953.1 ms [2021-05-04 07:21:43 main:581] : INFO : Epoch 1907 | loss: 0.0312085 | val_loss: 0.0312085 | Time: 1977.39 ms [2021-05-04 07:21:45 main:581] : INFO : Epoch 1908 | loss: 0.0312072 | val_loss: 0.0312094 | Time: 1903.12 ms [2021-05-04 07:21:47 main:581] : INFO : Epoch 1909 | loss: 0.0312067 | val_loss: 0.0312071 | Time: 1902.79 ms [2021-05-04 07:21:49 main:581] : INFO : Epoch 1910 | loss: 0.031207 | val_loss: 0.0312067 | Time: 1965.91 ms [2021-05-04 07:21:50 main:581] : INFO : Epoch 1911 | loss: 0.0312073 | val_loss: 0.0312189 | Time: 1912.84 ms [2021-05-04 07:21:52 main:581] : INFO : Epoch 1912 | loss: 0.031209 | val_loss: 0.0312068 | Time: 1904.54 ms [2021-05-04 07:21:54 main:581] : INFO : Epoch 1913 | loss: 0.0312116 | val_loss: 0.0312099 | Time: 1918.59 ms [2021-05-04 07:21:56 main:581] : INFO : Epoch 1914 | loss: 0.0312094 | val_loss: 0.0312129 | Time: 1967.35 ms [2021-05-04 07:21:58 main:581] : INFO : Epoch 1915 | loss: 0.0312074 | val_loss: 0.0312073 | Time: 1962.08 ms [2021-05-04 07:22:00 main:581] : INFO : Epoch 1916 | loss: 0.0312078 | val_loss: 0.0312069 | Time: 1969.49 ms [2021-05-04 07:22:02 main:581] : INFO : Epoch 1917 | loss: 0.0312067 | val_loss: 0.0312068 | Time: 1913.66 ms [2021-05-04 07:22:04 main:581] : INFO : Epoch 1918 | loss: 0.0312065 | val_loss: 0.0312068 | Time: 1899.56 ms [2021-05-04 07:22:06 main:581] : INFO : Epoch 1919 | loss: 0.0312059 | val_loss: 0.0312111 | Time: 1959.16 ms [2021-05-04 07:22:08 main:581] : INFO : Epoch 1920 | loss: 0.0312092 | val_loss: 0.0312081 | Time: 1957.44 ms [2021-05-04 07:22:10 main:581] : INFO : Epoch 1921 | loss: 0.0312087 | val_loss: 0.0312073 | Time: 1896.41 ms [2021-05-04 07:22:12 main:581] : INFO : Epoch 1922 | loss: 0.0312063 | val_loss: 0.031206 | Time: 1940.21 ms [2021-05-04 07:22:14 main:581] : INFO : Epoch 1923 | loss: 0.0312085 | val_loss: 0.0312063 | Time: 1977.5 ms [2021-05-04 07:22:16 main:581] : INFO : Epoch 1924 | loss: 0.0312062 | val_loss: 0.031207 | Time: 1912.08 ms [2021-05-04 07:22:18 main:581] : INFO : Epoch 1925 | loss: 0.0312067 | val_loss: 0.0312068 | Time: 1868.24 ms [2021-05-04 07:22:19 main:581] : INFO : Epoch 1926 | loss: 0.0312077 | val_loss: 0.0312058 | Time: 1941.83 ms [2021-05-04 07:22:21 main:581] : INFO : Epoch 1927 | loss: 0.0312069 | val_loss: 0.0312056 | Time: 1964.88 ms [2021-05-04 07:22:23 main:581] : INFO : Epoch 1928 | loss: 0.0312071 | val_loss: 0.0312063 | Time: 1977.91 ms [2021-05-04 07:22:25 main:581] : INFO : Epoch 1929 | loss: 0.0312067 | val_loss: 0.0312106 | Time: 1967.67 ms [2021-05-04 07:22:27 main:581] : INFO : Epoch 1930 | loss: 0.0312077 | val_loss: 0.0312069 | Time: 1951.77 ms [2021-05-04 07:22:29 main:581] : INFO : Epoch 1931 | loss: 0.0312073 | val_loss: 0.0312076 | Time: 1898.18 ms [2021-05-04 07:22:31 main:581] : INFO : Epoch 1932 | loss: 0.0312088 | val_loss: 0.0312087 | Time: 1974.43 ms [2021-05-04 07:22:33 main:581] : INFO : Epoch 1933 | loss: 0.0312066 | val_loss: 0.0312055 | Time: 1972.03 ms [2021-05-04 07:22:35 main:581] : INFO : Epoch 1934 | loss: 0.0312061 | val_loss: 0.0312079 | Time: 1929.18 ms [2021-05-04 07:22:37 main:581] : INFO : Epoch 1935 | loss: 0.0312069 | val_loss: 0.0312049 | Time: 1900.08 ms [2021-05-04 07:22:39 main:581] : INFO : Epoch 1936 | loss: 0.0312057 | val_loss: 0.0312052 | Time: 1958.37 ms [2021-05-04 07:22:41 main:581] : INFO : Epoch 1937 | loss: 0.0312064 | val_loss: 0.031209 | Time: 1952.26 ms [2021-05-04 07:22:43 main:581] : INFO : Epoch 1938 | loss: 0.0312081 | val_loss: 0.0312062 | Time: 1961.62 ms [2021-05-04 07:22:45 main:581] : INFO : Epoch 1939 | loss: 0.0312051 | val_loss: 0.0312053 | Time: 1947.29 ms [2021-05-04 07:22:47 main:581] : INFO : Epoch 1940 | loss: 0.0312051 | val_loss: 0.0312052 | Time: 1965.2 ms [2021-05-04 07:22:49 main:581] : INFO : Epoch 1941 | loss: 0.0312051 | val_loss: 0.0312089 | Time: 1974.22 ms [2021-05-04 07:22:51 main:581] : INFO : Epoch 1942 | loss: 0.0312052 | val_loss: 0.0312058 | Time: 1971.72 ms [2021-05-04 07:22:53 main:581] : INFO : Epoch 1943 | loss: 0.0312051 | val_loss: 0.0312047 | Time: 1973.43 ms [2021-05-04 07:22:55 main:581] : INFO : Epoch 1944 | loss: 0.0312051 | val_loss: 0.031215 | Time: 1939.56 ms [2021-05-04 07:22:57 main:581] : INFO : Epoch 1945 | loss: 0.0312101 | val_loss: 0.0312159 | Time: 1884.18 ms [2021-05-04 07:22:58 main:581] : INFO : Epoch 1946 | loss: 0.0312099 | val_loss: 0.0312068 | Time: 1892.16 ms [2021-05-04 07:23:00 main:581] : INFO : Epoch 1947 | loss: 0.0312047 | val_loss: 0.0312057 | Time: 1956.04 ms [2021-05-04 07:23:02 main:581] : INFO : Epoch 1948 | loss: 0.031208 | val_loss: 0.0312058 | Time: 1964.15 ms [2021-05-04 07:23:04 main:581] : INFO : Epoch 1949 | loss: 0.0312059 | val_loss: 0.0312044 | Time: 1951.15 ms [2021-05-04 07:23:06 main:581] : INFO : Epoch 1950 | loss: 0.0312044 | val_loss: 0.0312045 | Time: 1940.54 ms [2021-05-04 07:23:08 main:581] : INFO : Epoch 1951 | loss: 0.0312052 | val_loss: 0.0312045 | Time: 1972.14 ms [2021-05-04 07:23:10 main:581] : INFO : Epoch 1952 | loss: 0.0312052 | val_loss: 0.0312078 | Time: 1945.79 ms [2021-05-04 07:23:12 main:581] : INFO : Epoch 1953 | loss: 0.0312063 | val_loss: 0.031212 | Time: 1943.31 ms [2021-05-04 07:23:14 main:581] : INFO : Epoch 1954 | loss: 0.0312071 | val_loss: 0.0312061 | Time: 1961.97 ms [2021-05-04 07:23:16 main:581] : INFO : Epoch 1955 | loss: 0.0312035 | val_loss: 0.0312039 | Time: 1977.88 ms [2021-05-04 07:23:18 main:581] : INFO : Epoch 1956 | loss: 0.0312042 | val_loss: 0.0312042 | Time: 1971.92 ms [2021-05-04 07:23:20 main:581] : INFO : Epoch 1957 | loss: 0.0312036 | val_loss: 0.0312075 | Time: 1940.88 ms [2021-05-04 07:23:22 main:581] : INFO : Epoch 1958 | loss: 0.0312058 | val_loss: 0.0312047 | Time: 1902.36 ms [2021-05-04 07:23:24 main:581] : INFO : Epoch 1959 | loss: 0.0312035 | val_loss: 0.0312037 | Time: 1968.68 ms [2021-05-04 07:23:26 main:581] : INFO : Epoch 1960 | loss: 0.0312031 | val_loss: 0.031204 | Time: 1915.89 ms [2021-05-04 07:23:28 main:581] : INFO : Epoch 1961 | loss: 0.0312033 | val_loss: 0.0312049 | Time: 1971.74 ms [2021-05-04 07:23:30 main:581] : INFO : Epoch 1962 | loss: 0.0312053 | val_loss: 0.0312112 | Time: 1977.67 ms [2021-05-04 07:23:32 main:581] : INFO : Epoch 1963 | loss: 0.0312038 | val_loss: 0.0312055 | Time: 2015.82 ms [2021-05-04 07:23:34 main:581] : INFO : Epoch 1964 | loss: 0.0312053 | val_loss: 0.0312042 | Time: 1881.12 ms [2021-05-04 07:23:35 main:581] : INFO : Epoch 1965 | loss: 0.0312045 | val_loss: 0.0312037 | Time: 1885.11 ms [2021-05-04 07:23:37 main:581] : INFO : Epoch 1966 | loss: 0.0312033 | val_loss: 0.0312036 | Time: 1846.73 ms [2021-05-04 07:23:39 main:581] : INFO : Epoch 1967 | loss: 0.0312042 | val_loss: 0.031204 | Time: 2005.79 ms [2021-05-04 07:23:41 main:581] : INFO : Epoch 1968 | loss: 0.0312048 | val_loss: 0.0312042 | Time: 1964.34 ms [2021-05-04 07:23:43 main:581] : INFO : Epoch 1969 | loss: 0.0312046 | val_loss: 0.0312063 | Time: 1903.18 ms [2021-05-04 07:23:45 main:581] : INFO : Epoch 1970 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 1988.96 ms [2021-05-04 07:23:47 main:581] : INFO : Epoch 1971 | loss: 0.0312036 | val_loss: 0.031204 | Time: 1966.39 ms [2021-05-04 07:23:49 main:581] : INFO : Epoch 1972 | loss: 0.0312043 | val_loss: 0.0312074 | Time: 1964.09 ms [2021-05-04 07:23:51 main:581] : INFO : Epoch 1973 | loss: 0.0312042 | val_loss: 0.0312071 | Time: 1948.6 ms [2021-05-04 07:23:53 main:581] : INFO : Epoch 1974 | loss: 0.0312029 | val_loss: 0.031204 | Time: 1923.33 ms [2021-05-04 07:23:55 main:581] : INFO : Epoch 1975 | loss: 0.0312052 | val_loss: 0.0312038 | Time: 1979.6 ms [2021-05-04 07:23:57 main:581] : INFO : Epoch 1976 | loss: 0.0312029 | val_loss: 0.0312034 | Time: 1956.52 ms [2021-05-04 07:23:59 main:581] : INFO : Epoch 1977 | loss: 0.0312024 | val_loss: 0.0312042 | Time: 1960.34 ms [2021-05-04 07:24:01 main:581] : INFO : Epoch 1978 | loss: 0.0312028 | val_loss: 0.0312048 | Time: 1978.43 ms [2021-05-04 07:24:03 main:581] : INFO : Epoch 1979 | loss: 0.0312034 | val_loss: 0.0312087 | Time: 1956.51 ms [2021-05-04 07:24:05 main:581] : INFO : Epoch 1980 | loss: 0.0312038 | val_loss: 0.031204 | Time: 1956.24 ms [2021-05-04 07:24:07 main:581] : INFO : Epoch 1981 | loss: 0.0312028 | val_loss: 0.031203 | Time: 1912.79 ms [2021-05-04 07:24:09 main:581] : INFO : Epoch 1982 | loss: 0.0312037 | val_loss: 0.0312054 | Time: 1963.03 ms [2021-05-04 07:24:11 main:581] : INFO : Epoch 1983 | loss: 0.0312064 | val_loss: 0.0312049 | Time: 1899.09 ms [2021-05-04 07:24:13 main:581] : INFO : Epoch 1984 | loss: 0.031203 | val_loss: 0.0312046 | Time: 1978.03 ms [2021-05-04 07:24:15 main:581] : INFO : Epoch 1985 | loss: 0.0312029 | val_loss: 0.0312038 | Time: 1975.7 ms [2021-05-04 07:24:16 main:581] : INFO : Epoch 1986 | loss: 0.0312024 | val_loss: 0.0312033 | Time: 1918.34 ms [2021-05-04 07:24:18 main:581] : INFO : Epoch 1987 | loss: 0.0312019 | val_loss: 0.0312033 | Time: 1885.83 ms [2021-05-04 07:24:20 main:581] : INFO : Epoch 1988 | loss: 0.0312018 | val_loss: 0.0312047 | Time: 1891.55 ms [2021-05-04 07:24:22 main:581] : INFO : Epoch 1989 | loss: 0.0312046 | val_loss: 0.0312098 | Time: 1927.41 ms [2021-05-04 07:24:24 main:581] : INFO : Epoch 1990 | loss: 0.0312061 | val_loss: 0.0312036 | Time: 1961.04 ms [2021-05-04 07:24:26 main:581] : INFO : Epoch 1991 | loss: 0.0312057 | val_loss: 0.0312098 | Time: 1900.44 ms [2021-05-04 07:24:28 main:581] : INFO : Epoch 1992 | loss: 0.0312042 | val_loss: 0.031203 | Time: 1963.83 ms [2021-05-04 07:24:30 main:581] : INFO : Epoch 1993 | loss: 0.0312024 | val_loss: 0.0312065 | Time: 1942.84 ms [2021-05-04 07:24:32 main:581] : INFO : Epoch 1994 | loss: 0.0312042 | val_loss: 0.0312068 | Time: 1937.84 ms [2021-05-04 07:24:34 main:581] : INFO : Epoch 1995 | loss: 0.0312026 | val_loss: 0.0312032 | Time: 1964.64 ms [2021-05-04 07:24:36 main:581] : INFO : Epoch 1996 | loss: 0.0312017 | val_loss: 0.0312049 | Time: 1945.95 ms [2021-05-04 07:24:38 main:581] : INFO : Epoch 1997 | loss: 0.0312068 | val_loss: 0.0312046 | Time: 1909.19 ms [2021-05-04 07:24:40 main:581] : INFO : Epoch 1998 | loss: 0.0312036 | val_loss: 0.0312087 | Time: 1965.85 ms [2021-05-04 07:24:42 main:581] : INFO : Epoch 1999 | loss: 0.0312053 | val_loss: 0.0312037 | Time: 1941.89 ms [2021-05-04 07:24:44 main:581] : INFO : Epoch 2000 | loss: 0.0312025 | val_loss: 0.0312027 | Time: 1965.14 ms [2021-05-04 07:24:46 main:581] : INFO : Epoch 2001 | loss: 0.031202 | val_loss: 0.0312027 | Time: 1978.89 ms [2021-05-04 07:24:47 main:581] : INFO : Epoch 2002 | loss: 0.0312044 | val_loss: 0.0312028 | Time: 1967.82 ms [2021-05-04 07:24:49 main:581] : INFO : Epoch 2003 | loss: 0.0312103 | val_loss: 0.031204 | Time: 1934.54 ms [2021-05-04 07:24:51 main:581] : INFO : Epoch 2004 | loss: 0.0312062 | val_loss: 0.0312077 | Time: 1941.75 ms [2021-05-04 07:24:53 main:581] : INFO : Epoch 2005 | loss: 0.0312037 | val_loss: 0.031209 | Time: 1972.9 ms [2021-05-04 07:24:55 main:581] : INFO : Epoch 2006 | loss: 0.0312035 | val_loss: 0.0312031 | Time: 1968.42 ms [2021-05-04 07:24:57 main:581] : INFO : Epoch 2007 | loss: 0.0312018 | val_loss: 0.0312028 | Time: 1898.02 ms [2021-05-04 07:24:59 main:581] : INFO : Epoch 2008 | loss: 0.0312023 | val_loss: 0.0312054 | Time: 1965.81 ms [2021-05-04 07:25:01 main:581] : INFO : Epoch 2009 | loss: 0.0312026 | val_loss: 0.0312023 | Time: 1973.5 ms [2021-05-04 07:25:03 main:581] : INFO : Epoch 2010 | loss: 0.0312007 | val_loss: 0.0312036 | Time: 1975.95 ms [2021-05-04 07:25:05 main:581] : INFO : Epoch 2011 | loss: 0.0312017 | val_loss: 0.0312032 | Time: 1932.92 ms [2021-05-04 07:25:07 main:581] : INFO : Epoch 2012 | loss: 0.0312024 | val_loss: 0.0312041 | Time: 1894.06 ms [2021-05-04 07:25:09 main:581] : INFO : Epoch 2013 | loss: 0.0312043 | val_loss: 0.0312098 | Time: 1977.14 ms [2021-05-04 07:25:11 main:581] : INFO : Epoch 2014 | loss: 0.0312015 | val_loss: 0.0312027 | Time: 1962.39 ms [2021-05-04 07:25:13 main:581] : INFO : Epoch 2015 | loss: 0.0312022 | val_loss: 0.0312028 | Time: 1949.76 ms [2021-05-04 07:25:15 main:581] : INFO : Epoch 2016 | loss: 0.0312047 | val_loss: 0.0312076 | Time: 1904.13 ms [2021-05-04 07:25:17 main:581] : INFO : Epoch 2017 | loss: 0.0312035 | val_loss: 0.0312045 | Time: 1896.71 ms [2021-05-04 07:25:19 main:581] : INFO : Epoch 2018 | loss: 0.0312022 | val_loss: 0.0312037 | Time: 1895.87 ms [2021-05-04 07:25:20 main:581] : INFO : Epoch 2019 | loss: 0.0312009 | val_loss: 0.0312031 | Time: 1910.35 ms [2021-05-04 07:25:22 main:581] : INFO : Epoch 2020 | loss: 0.0312007 | val_loss: 0.0312085 | Time: 1969.25 ms [2021-05-04 07:25:24 main:581] : INFO : Epoch 2021 | loss: 0.0312014 | val_loss: 0.0312019 | Time: 1907.39 ms [2021-05-04 07:25:26 main:581] : INFO : Epoch 2022 | loss: 0.0312018 | val_loss: 0.0312037 | Time: 1950.86 ms [2021-05-04 07:25:28 main:581] : INFO : Epoch 2023 | loss: 0.0312014 | val_loss: 0.0312018 | Time: 1977.94 ms [2021-05-04 07:25:30 main:581] : INFO : Epoch 2024 | loss: 0.0312008 | val_loss: 0.0312017 | Time: 1953.4 ms [2021-05-04 07:25:32 main:581] : INFO : Epoch 2025 | loss: 0.0312011 | val_loss: 0.0312027 | Time: 1963.67 ms [2021-05-04 07:25:34 main:581] : INFO : Epoch 2026 | loss: 0.0312 | val_loss: 0.0312025 | Time: 1906.31 ms [2021-05-04 07:25:36 main:581] : INFO : Epoch 2027 | loss: 0.0312003 | val_loss: 0.0312053 | Time: 1959.52 ms [2021-05-04 07:25:38 main:581] : INFO : Epoch 2028 | loss: 0.0312023 | val_loss: 0.031202 | Time: 1892.71 ms [2021-05-04 07:25:40 main:581] : INFO : Epoch 2029 | loss: 0.031201 | val_loss: 0.0312015 | Time: 2161.94 ms [2021-05-04 07:25:42 main:581] : INFO : Epoch 2030 | loss: 0.0312138 | val_loss: 0.0312098 | Time: 2098.81 ms [2021-05-04 07:25:44 main:581] : INFO : Epoch 2031 | loss: 0.0312077 | val_loss: 0.031203 | Time: 1896.3 ms [2021-05-04 07:25:46 main:581] : INFO : Epoch 2032 | loss: 0.0312025 | val_loss: 0.0312045 | Time: 2014.66 ms [2021-05-04 07:25:48 main:581] : INFO : Epoch 2033 | loss: 0.0312041 | val_loss: 0.0312018 | Time: 1912.62 ms [2021-05-04 07:25:50 main:581] : INFO : Epoch 2034 | loss: 0.0312047 | val_loss: 0.0312079 | Time: 1975.28 ms [2021-05-04 07:25:52 main:581] : INFO : Epoch 2035 | loss: 0.0312021 | val_loss: 0.0312054 | Time: 1981.54 ms [2021-05-04 07:25:54 main:581] : INFO : Epoch 2036 | loss: 0.0312005 | val_loss: 0.0312018 | Time: 1966.08 ms [2021-05-04 07:25:56 main:581] : INFO : Epoch 2037 | loss: 0.0312001 | val_loss: 0.0312078 | Time: 1957.78 ms [2021-05-04 07:25:58 main:581] : INFO : Epoch 2038 | loss: 0.0312012 | val_loss: 0.0312015 | Time: 1976.21 ms [2021-05-04 07:26:00 main:581] : INFO : Epoch 2039 | loss: 0.0312 | val_loss: 0.0312014 | Time: 1939.43 ms [2021-05-04 07:26:02 main:581] : INFO : Epoch 2040 | loss: 0.0311995 | val_loss: 0.0312016 | Time: 1965.62 ms [2021-05-04 07:26:04 main:581] : INFO : Epoch 2041 | loss: 0.0311998 | val_loss: 0.0312026 | Time: 1976.14 ms [2021-05-04 07:26:06 main:581] : INFO : Epoch 2042 | loss: 0.0311993 | val_loss: 0.0312016 | Time: 1972.59 ms [2021-05-04 07:26:08 main:581] : INFO : Epoch 2043 | loss: 0.0311994 | val_loss: 0.031202 | Time: 1970.67 ms [2021-05-04 07:26:10 main:581] : INFO : Epoch 2044 | loss: 0.0311999 | val_loss: 0.0312076 | Time: 1982.44 ms [2021-05-04 07:26:12 main:581] : INFO : Epoch 2045 | loss: 0.0312016 | val_loss: 0.0312021 | Time: 1910.46 ms [2021-05-04 07:26:14 main:581] : INFO : Epoch 2046 | loss: 0.031199 | val_loss: 0.0312012 | Time: 1926.04 ms [2021-05-04 07:26:15 main:581] : INFO : Epoch 2047 | loss: 0.0311994 | val_loss: 0.0312015 | Time: 1922.59 ms [2021-05-04 07:26:17 main:581] : INFO : Epoch 2048 | loss: 0.0311996 | val_loss: 0.0312008 | Time: 1955.62 ms [2021-05-04 07:26:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312008 [2021-05-04 07:26:17 main:610] : INFO : Saving end state to config to file [2021-05-04 07:26:17 main:615] : INFO : Success, exiting.. 07:26:17 (3675031): 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)