Task 14597555
| Name | ParityModified-1645997693-20093-3-0_1 |
| Workunit | 11181450 |
| Created | 11 Apr 2022, 19:19:34 UTC |
| Sent | 11 Apr 2022, 19:19:41 UTC |
| Report deadline | 19 Apr 2022, 19:19:41 UTC |
| Received | 12 Apr 2022, 10:14:52 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 7 min 53 sec |
| CPU time | 1 hours 7 min 50 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ime: 1940.77 ms [2022-04-12 03:57:47 main:581] : INFO : Epoch 1533 | loss: 0.0312315 | val_loss: 0.0312313 | Time: 1989.01 ms [2022-04-12 03:57:49 main:581] : INFO : Epoch 1534 | loss: 0.0312331 | val_loss: 0.0312304 | Time: 1988.11 ms [2022-04-12 03:57:51 main:581] : INFO : Epoch 1535 | loss: 0.0312326 | val_loss: 0.031233 | Time: 1994.76 ms [2022-04-12 03:57:53 main:581] : INFO : Epoch 1536 | loss: 0.0312314 | val_loss: 0.0312305 | Time: 1974.28 ms [2022-04-12 03:57:55 main:581] : INFO : Epoch 1537 | loss: 0.0312363 | val_loss: 0.0312318 | Time: 1982.53 ms [2022-04-12 03:57:57 main:581] : INFO : Epoch 1538 | loss: 0.0312383 | val_loss: 0.0312433 | Time: 2012.52 ms [2022-04-12 03:57:59 main:581] : INFO : Epoch 1539 | loss: 0.0312368 | val_loss: 0.0312337 | Time: 1981.46 ms [2022-04-12 03:58:01 main:581] : INFO : Epoch 1540 | loss: 0.0312325 | val_loss: 0.0312311 | Time: 1994.28 ms [2022-04-12 03:58:03 main:581] : INFO : Epoch 1541 | loss: 0.0312334 | val_loss: 0.0312392 | Time: 2023.64 ms [2022-04-12 03:58:05 main:581] : INFO : Epoch 1542 | loss: 0.0312343 | val_loss: 0.0312322 | Time: 2011.97 ms [2022-04-12 03:58:07 main:581] : INFO : Epoch 1543 | loss: 0.031235 | val_loss: 0.0312359 | Time: 1989.94 ms [2022-04-12 03:58:09 main:581] : INFO : Epoch 1544 | loss: 0.0312328 | val_loss: 0.0312322 | Time: 1994.92 ms [2022-04-12 03:58:11 main:581] : INFO : Epoch 1545 | loss: 0.0312372 | val_loss: 0.0312431 | Time: 2020.31 ms [2022-04-12 03:58:13 main:581] : INFO : Epoch 1546 | loss: 0.0312339 | val_loss: 0.0312379 | Time: 2002.45 ms [2022-04-12 03:58:15 main:581] : INFO : Epoch 1547 | loss: 0.0312344 | val_loss: 0.0312331 | Time: 2006.55 ms [2022-04-12 03:58:17 main:581] : INFO : Epoch 1548 | loss: 0.0312329 | val_loss: 0.031241 | Time: 2000.37 ms [2022-04-12 03:58:19 main:581] : INFO : Epoch 1549 | loss: 0.0312355 | val_loss: 0.0312354 | Time: 1930.94 ms [2022-04-12 03:58:21 main:581] : INFO : Epoch 1550 | loss: 0.0312311 | val_loss: 0.0312307 | Time: 1931.53 ms [2022-04-12 03:58:23 main:581] : INFO : Epoch 1551 | loss: 0.0312304 | val_loss: 0.0312304 | Time: 2005.1 ms [2022-04-12 03:58:25 main:581] : INFO : Epoch 1552 | loss: 0.0312317 | val_loss: 0.0312305 | Time: 1992.63 ms [2022-04-12 03:58:27 main:581] : INFO : Epoch 1553 | loss: 0.0312302 | val_loss: 0.0312332 | Time: 2042.05 ms [2022-04-12 03:58:29 main:581] : INFO : Epoch 1554 | loss: 0.0312298 | val_loss: 0.0312323 | Time: 1928.48 ms [2022-04-12 03:58:31 main:581] : INFO : Epoch 1555 | loss: 0.0312299 | val_loss: 0.0312315 | Time: 2005.54 ms [2022-04-12 03:58:33 main:581] : INFO : Epoch 1556 | loss: 0.0312296 | val_loss: 0.0312309 | Time: 1950.86 ms [2022-04-12 03:58:35 main:581] : INFO : Epoch 1557 | loss: 0.0312305 | val_loss: 0.031231 | Time: 1995.32 ms [2022-04-12 03:58:37 main:581] : INFO : Epoch 1558 | loss: 0.0312304 | val_loss: 0.0312319 | Time: 1907.38 ms [2022-04-12 03:58:39 main:581] : INFO : Epoch 1559 | loss: 0.0312333 | val_loss: 0.0312316 | Time: 1967.96 ms [2022-04-12 03:58:41 main:581] : INFO : Epoch 1560 | loss: 0.0312297 | val_loss: 0.0312288 | Time: 1967.08 ms [2022-04-12 03:58:43 main:581] : INFO : Epoch 1561 | loss: 0.0312314 | val_loss: 0.0312297 | Time: 1938.77 ms [2022-04-12 03:58:45 main:581] : INFO : Epoch 1562 | loss: 0.0312293 | val_loss: 0.0312288 | Time: 1974.26 ms [2022-04-12 03:58:47 main:581] : INFO : Epoch 1563 | loss: 0.0312299 | val_loss: 0.0312304 | Time: 2021.25 ms [2022-04-12 03:58:49 main:581] : INFO : Epoch 1564 | loss: 0.0312312 | val_loss: 0.0312324 | Time: 1962.76 ms [2022-04-12 03:58:50 main:581] : INFO : Epoch 1565 | loss: 0.0312333 | val_loss: 0.0312347 | Time: 1979.98 ms [2022-04-12 03:58:52 main:581] : INFO : Epoch 1566 | loss: 0.0312345 | val_loss: 0.0312402 | Time: 1946.09 ms [2022-04-12 03:58:54 main:581] : INFO : Epoch 1567 | loss: 0.0312325 | val_loss: 0.0312304 | Time: 1958.96 ms [2022-04-12 03:58:56 main:581] : INFO : Epoch 1568 | loss: 0.0312307 | val_loss: 0.0312311 | Time: 1991.12 ms [2022-04-12 03:58:58 main:581] : INFO : Epoch 1569 | loss: 0.0312324 | val_loss: 0.0312295 | Time: 1953.24 ms [2022-04-12 03:59:00 main:581] : INFO : Epoch 1570 | loss: 0.0312333 | val_loss: 0.0312447 | Time: 1944.3 ms [2022-04-12 03:59:02 main:581] : INFO : Epoch 1571 | loss: 0.0312337 | val_loss: 0.0312284 | Time: 1929.17 ms [2022-04-12 03:59:04 main:581] : INFO : Epoch 1572 | loss: 0.0312286 | val_loss: 0.0312282 | Time: 1937.8 ms [2022-04-12 03:59:06 main:581] : INFO : Epoch 1573 | loss: 0.0312271 | val_loss: 0.0312279 | Time: 2000.48 ms [2022-04-12 03:59:08 main:581] : INFO : Epoch 1574 | loss: 0.031231 | val_loss: 0.0312307 | Time: 1949.07 ms [2022-04-12 03:59:10 main:581] : INFO : Epoch 1575 | loss: 0.0312321 | val_loss: 0.0312365 | Time: 1963.76 ms [2022-04-12 03:59:12 main:581] : INFO : Epoch 1576 | loss: 0.0312316 | val_loss: 0.0312278 | Time: 1987.76 ms [2022-04-12 03:59:14 main:581] : INFO : Epoch 1577 | loss: 0.0312285 | val_loss: 0.0312279 | Time: 1991.65 ms [2022-04-12 03:59:16 main:581] : INFO : Epoch 1578 | loss: 0.0312266 | val_loss: 0.0312282 | Time: 1965.64 ms [2022-04-12 03:59:18 main:581] : INFO : Epoch 1579 | loss: 0.0312271 | val_loss: 0.0312266 | Time: 1959.56 ms [2022-04-12 03:59:20 main:581] : INFO : Epoch 1580 | loss: 0.031228 | val_loss: 0.0312282 | Time: 1932.5 ms [2022-04-12 03:59:22 main:581] : INFO : Epoch 1581 | loss: 0.0312288 | val_loss: 0.0312308 | Time: 1966.08 ms [2022-04-12 03:59:24 main:581] : INFO : Epoch 1582 | loss: 0.0312296 | val_loss: 0.0312265 | Time: 1945.32 ms [2022-04-12 03:59:26 main:581] : INFO : Epoch 1583 | loss: 0.0312298 | val_loss: 0.031232 | Time: 1987.79 ms [2022-04-12 03:59:28 main:581] : INFO : Epoch 1584 | loss: 0.0312287 | val_loss: 0.0312268 | Time: 1993.04 ms [2022-04-12 03:59:30 main:581] : INFO : Epoch 1585 | loss: 0.0312272 | val_loss: 0.0312337 | Time: 2002.92 ms [2022-04-12 03:59:32 main:581] : INFO : Epoch 1586 | loss: 0.0312347 | val_loss: 0.0312283 | Time: 1917.08 ms [2022-04-12 03:59:34 main:581] : INFO : Epoch 1587 | loss: 0.0312281 | val_loss: 0.0312267 | Time: 1934.07 ms [2022-04-12 03:59:36 main:581] : INFO : Epoch 1588 | loss: 0.03123 | val_loss: 0.0312286 | Time: 1983.54 ms [2022-04-12 03:59:38 main:581] : INFO : Epoch 1589 | loss: 0.031229 | val_loss: 0.0312262 | Time: 1987.61 ms [2022-04-12 03:59:40 main:581] : INFO : Epoch 1590 | loss: 0.0312269 | val_loss: 0.0312255 | Time: 1978.3 ms [2022-04-12 03:59:42 main:581] : INFO : Epoch 1591 | loss: 0.0312272 | val_loss: 0.0312267 | Time: 1947.73 ms [2022-04-12 03:59:44 main:581] : INFO : Epoch 1592 | loss: 0.0312262 | val_loss: 0.031227 | Time: 1946.38 ms [2022-04-12 03:59:45 main:581] : INFO : Epoch 1593 | loss: 0.0312277 | val_loss: 0.0312266 | Time: 1950.75 ms [2022-04-12 03:59:47 main:581] : INFO : Epoch 1594 | loss: 0.0312297 | val_loss: 0.0312254 | Time: 1966.91 ms [2022-04-12 03:59:49 main:581] : INFO : Epoch 1595 | loss: 0.0312262 | val_loss: 0.0312243 | Time: 1949.12 ms [2022-04-12 03:59:51 main:581] : INFO : Epoch 1596 | loss: 0.0312266 | val_loss: 0.0312287 | Time: 1962.3 ms [2022-04-12 03:59:53 main:581] : INFO : Epoch 1597 | loss: 0.0312267 | val_loss: 0.0312247 | Time: 1969.46 ms [2022-04-12 03:59:55 main:581] : INFO : Epoch 1598 | loss: 0.0312267 | val_loss: 0.0312278 | Time: 1982.41 ms [2022-04-12 03:59:57 main:581] : INFO : Epoch 1599 | loss: 0.031227 | val_loss: 0.0312265 | Time: 1994.13 ms [2022-04-12 03:59:59 main:581] : INFO : Epoch 1600 | loss: 0.031226 | val_loss: 0.0312289 | Time: 2000.45 ms [2022-04-12 04:00:01 main:581] : INFO : Epoch 1601 | loss: 0.0312275 | val_loss: 0.0312265 | Time: 1936.36 ms [2022-04-12 04:00:03 main:581] : INFO : Epoch 1602 | loss: 0.0312258 | val_loss: 0.03123 | Time: 1978.07 ms [2022-04-12 04:00:05 main:581] : INFO : Epoch 1603 | loss: 0.0312267 | val_loss: 0.0312249 | Time: 1971.13 ms [2022-04-12 04:00:07 main:581] : INFO : Epoch 1604 | loss: 0.0312251 | val_loss: 0.0312265 | Time: 1962.28 ms [2022-04-12 04:00:09 main:581] : INFO : Epoch 1605 | loss: 0.0312274 | val_loss: 0.031225 | Time: 1942.37 ms [2022-04-12 04:00:11 main:581] : INFO : Epoch 1606 | loss: 0.0312311 | val_loss: 0.0312287 | Time: 1967.65 ms [2022-04-12 04:00:13 main:581] : INFO : Epoch 1607 | loss: 0.0312259 | val_loss: 0.0312272 | Time: 1937.84 ms [2022-04-12 04:00:15 main:581] : INFO : Epoch 1608 | loss: 0.0312255 | val_loss: 0.0312247 | Time: 1982.43 ms [2022-04-12 04:00:17 main:581] : INFO : Epoch 1609 | loss: 0.0312261 | val_loss: 0.0312253 | Time: 1955.41 ms [2022-04-12 04:00:19 main:581] : INFO : Epoch 1610 | loss: 0.0312259 | val_loss: 0.0312273 | Time: 1977.81 ms [2022-04-12 04:00:21 main:581] : INFO : Epoch 1611 | loss: 0.0312275 | val_loss: 0.0312264 | Time: 1986.27 ms [2022-04-12 04:00:23 main:581] : INFO : Epoch 1612 | loss: 0.0312267 | val_loss: 0.0312274 | Time: 1959.39 ms [2022-04-12 04:00:25 main:581] : INFO : Epoch 1613 | loss: 0.031229 | val_loss: 0.0312243 | Time: 1978.91 ms [2022-04-12 04:00:27 main:581] : INFO : Epoch 1614 | loss: 0.0312279 | val_loss: 0.0312309 | Time: 1980.59 ms [2022-04-12 04:00:29 main:581] : INFO : Epoch 1615 | loss: 0.031227 | val_loss: 0.0312249 | Time: 2000.92 ms [2022-04-12 04:00:31 main:581] : INFO : Epoch 1616 | loss: 0.0312246 | val_loss: 0.0312259 | Time: 1988.14 ms [2022-04-12 04:00:33 main:581] : INFO : Epoch 1617 | loss: 0.0312262 | val_loss: 0.0312256 | Time: 2006.08 ms [2022-04-12 04:00:35 main:581] : INFO : Epoch 1618 | loss: 0.0312251 | val_loss: 0.0312237 | Time: 1979.9 ms [2022-04-12 04:00:37 main:581] : INFO : Epoch 1619 | loss: 0.0312253 | val_loss: 0.031226 | Time: 1976.84 ms [2022-04-12 04:00:39 main:581] : INFO : Epoch 1620 | loss: 0.0312243 | val_loss: 0.0312245 | Time: 2010.54 ms [2022-04-12 04:00:41 main:581] : INFO : Epoch 1621 | loss: 0.0312257 | val_loss: 0.0312249 | Time: 2021.94 ms [2022-04-12 04:00:43 main:581] : INFO : Epoch 1622 | loss: 0.0312245 | val_loss: 0.0312252 | Time: 1990.03 ms [2022-04-12 04:00:45 main:581] : INFO : Epoch 1623 | loss: 0.0312256 | val_loss: 0.0312252 | Time: 1923.04 ms [2022-04-12 04:00:47 main:581] : INFO : Epoch 1624 | loss: 0.0312269 | val_loss: 0.0312309 | Time: 1949.16 ms [2022-04-12 04:00:49 main:581] : INFO : Epoch 1625 | loss: 0.0312278 | val_loss: 0.031225 | Time: 1983.61 ms [2022-04-12 04:00:51 main:581] : INFO : Epoch 1626 | loss: 0.0312244 | val_loss: 0.0312256 | Time: 1979.69 ms [2022-04-12 04:00:53 main:581] : INFO : Epoch 1627 | loss: 0.0312262 | val_loss: 0.0312256 | Time: 1945.22 ms [2022-04-12 04:00:55 main:581] : INFO : Epoch 1628 | loss: 0.0312271 | val_loss: 0.0312263 | Time: 1999.59 ms [2022-04-12 04:00:57 main:581] : INFO : Epoch 1629 | loss: 0.0312256 | val_loss: 0.0312301 | Time: 1981.99 ms [2022-04-12 04:00:59 main:581] : INFO : Epoch 1630 | loss: 0.0312271 | val_loss: 0.0312246 | Time: 1980.95 ms [2022-04-12 04:01:01 main:581] : INFO : Epoch 1631 | loss: 0.031226 | val_loss: 0.0312246 | Time: 1984.36 ms [2022-04-12 04:01:03 main:581] : INFO : Epoch 1632 | loss: 0.0312264 | val_loss: 0.031226 | Time: 1997.78 ms [2022-04-12 04:01:05 main:581] : INFO : Epoch 1633 | loss: 0.0312272 | val_loss: 0.0312297 | Time: 1996.04 ms [2022-04-12 04:01:06 main:581] : INFO : Epoch 1634 | loss: 0.0312259 | val_loss: 0.031224 | Time: 1934.76 ms [2022-04-12 04:01:08 main:581] : INFO : Epoch 1635 | loss: 0.0312242 | val_loss: 0.0312234 | Time: 1974.9 ms [2022-04-12 04:01:10 main:581] : INFO : Epoch 1636 | loss: 0.0312248 | val_loss: 0.0312237 | Time: 1983.9 ms [2022-04-12 04:01:12 main:581] : INFO : Epoch 1637 | loss: 0.0312248 | val_loss: 0.0312233 | Time: 1975.3 ms [2022-04-12 04:01:14 main:581] : INFO : Epoch 1638 | loss: 0.031224 | val_loss: 0.0312257 | Time: 1947.79 ms [2022-04-12 04:01:16 main:581] : INFO : Epoch 1639 | loss: 0.0312239 | val_loss: 0.0312237 | Time: 1982.63 ms [2022-04-12 04:01:18 main:581] : INFO : Epoch 1640 | loss: 0.0312252 | val_loss: 0.031227 | Time: 1984.03 ms [2022-04-12 04:01:20 main:581] : INFO : Epoch 1641 | loss: 0.0312294 | val_loss: 0.0312246 | Time: 1989.81 ms [2022-04-12 04:01:22 main:581] : INFO : Epoch 1642 | loss: 0.0312245 | val_loss: 0.0312251 | Time: 1983.17 ms [2022-04-12 04:01:24 main:581] : INFO : Epoch 1643 | loss: 0.0312233 | val_loss: 0.0312233 | Time: 1989.44 ms [2022-04-12 04:01:26 main:581] : INFO : Epoch 1644 | loss: 0.0312242 | val_loss: 0.0312231 | Time: 1964.25 ms [2022-04-12 04:01:28 main:581] : INFO : Epoch 1645 | loss: 0.0312234 | val_loss: 0.031225 | Time: 1922.19 ms [2022-04-12 04:01:30 main:581] : INFO : Epoch 1646 | loss: 0.0312269 | val_loss: 0.0312361 | Time: 1981.63 ms [2022-04-12 04:01:32 main:581] : INFO : Epoch 1647 | loss: 0.0312262 | val_loss: 0.0312229 | Time: 1963.96 ms [2022-04-12 04:01:34 main:581] : INFO : Epoch 1648 | loss: 0.0312248 | val_loss: 0.031224 | Time: 1961.64 ms [2022-04-12 04:01:36 main:581] : INFO : Epoch 1649 | loss: 0.0312257 | val_loss: 0.031223 | Time: 1944.61 ms [2022-04-12 04:01:38 main:581] : INFO : Epoch 1650 | loss: 0.0312242 | val_loss: 0.0312242 | Time: 1985.47 ms [2022-04-12 04:01:40 main:581] : INFO : Epoch 1651 | loss: 0.0312246 | val_loss: 0.0312266 | Time: 1934.32 ms [2022-04-12 04:01:42 main:581] : INFO : Epoch 1652 | loss: 0.0312234 | val_loss: 0.0312238 | Time: 1988.98 ms [2022-04-12 04:01:44 main:581] : INFO : Epoch 1653 | loss: 0.0312232 | val_loss: 0.0312241 | Time: 1935.28 ms [2022-04-12 04:01:46 main:581] : INFO : Epoch 1654 | loss: 0.0312243 | val_loss: 0.0312257 | Time: 1932.01 ms [2022-04-12 04:01:48 main:581] : INFO : Epoch 1655 | loss: 0.0312253 | val_loss: 0.0312242 | Time: 1983.12 ms [2022-04-12 04:01:50 main:581] : INFO : Epoch 1656 | loss: 0.0312232 | val_loss: 0.031223 | Time: 1976.94 ms [2022-04-12 04:01:52 main:581] : INFO : Epoch 1657 | loss: 0.0312234 | val_loss: 0.0312227 | Time: 1978.74 ms [2022-04-12 04:01:54 main:581] : INFO : Epoch 1658 | loss: 0.0312222 | val_loss: 0.0312235 | Time: 1931.53 ms [2022-04-12 04:01:56 main:581] : INFO : Epoch 1659 | loss: 0.0312224 | val_loss: 0.031224 | Time: 1958.67 ms [2022-04-12 04:01:58 main:581] : INFO : Epoch 1660 | loss: 0.031223 | val_loss: 0.0312227 | Time: 1974.8 ms [2022-04-12 04:02:00 main:581] : INFO : Epoch 1661 | loss: 0.0312227 | val_loss: 0.0312227 | Time: 1991.11 ms [2022-04-12 04:02:02 main:581] : INFO : Epoch 1662 | loss: 0.0312244 | val_loss: 0.0312234 | Time: 1989.04 ms [2022-04-12 04:02:04 main:581] : INFO : Epoch 1663 | loss: 0.0312253 | val_loss: 0.0312298 | Time: 2012.61 ms [2022-04-12 04:02:06 main:581] : INFO : Epoch 1664 | loss: 0.031226 | val_loss: 0.0312291 | Time: 1996.08 ms [2022-04-12 04:02:08 main:581] : INFO : Epoch 1665 | loss: 0.0312238 | val_loss: 0.0312224 | Time: 1980.96 ms [2022-04-12 04:02:10 main:581] : INFO : Epoch 1666 | loss: 0.0312219 | val_loss: 0.0312227 | Time: 1995.28 ms [2022-04-12 04:02:12 main:581] : INFO : Epoch 1667 | loss: 0.0312221 | val_loss: 0.0312243 | Time: 1974 ms [2022-04-12 04:02:14 main:581] : INFO : Epoch 1668 | loss: 0.0312237 | val_loss: 0.0312232 | Time: 1989.63 ms [2022-04-12 04:02:16 main:581] : INFO : Epoch 1669 | loss: 0.0312218 | val_loss: 0.0312238 | Time: 1992.68 ms [2022-04-12 04:02:17 main:581] : INFO : Epoch 1670 | loss: 0.0312228 | val_loss: 0.0312221 | Time: 1980.96 ms [2022-04-12 04:02:19 main:581] : INFO : Epoch 1671 | loss: 0.0312215 | val_loss: 0.0312235 | Time: 1995.52 ms [2022-04-12 04:02:21 main:581] : INFO : Epoch 1672 | loss: 0.0312227 | val_loss: 0.0312238 | Time: 1977.04 ms [2022-04-12 04:02:23 main:581] : INFO : Epoch 1673 | loss: 0.0312213 | val_loss: 0.031223 | Time: 1987.74 ms [2022-04-12 04:02:25 main:581] : INFO : Epoch 1674 | loss: 0.0312222 | val_loss: 0.031223 | Time: 1975.06 ms [2022-04-12 04:02:27 main:581] : INFO : Epoch 1675 | loss: 0.031223 | val_loss: 0.0312229 | Time: 1981.27 ms [2022-04-12 04:02:29 main:581] : INFO : Epoch 1676 | loss: 0.0312211 | val_loss: 0.0312228 | Time: 1994.3 ms [2022-04-12 04:02:31 main:581] : INFO : Epoch 1677 | loss: 0.0312221 | val_loss: 0.0312224 | Time: 1978.82 ms [2022-04-12 04:02:33 main:581] : INFO : Epoch 1678 | loss: 0.031221 | val_loss: 0.0312231 | Time: 1985.06 ms [2022-04-12 04:02:35 main:581] : INFO : Epoch 1679 | loss: 0.0312219 | val_loss: 0.031222 | Time: 1965.83 ms [2022-04-12 04:02:37 main:581] : INFO : Epoch 1680 | loss: 0.0312214 | val_loss: 0.0312236 | Time: 1988.57 ms [2022-04-12 04:02:39 main:581] : INFO : Epoch 1681 | loss: 0.0312228 | val_loss: 0.031228 | Time: 1980.19 ms [2022-04-12 04:02:41 main:581] : INFO : Epoch 1682 | loss: 0.0312238 | val_loss: 0.031226 | Time: 1969.01 ms [2022-04-12 04:02:43 main:581] : INFO : Epoch 1683 | loss: 0.0312222 | val_loss: 0.0312222 | Time: 1971.91 ms [2022-04-12 04:02:45 main:581] : INFO : Epoch 1684 | loss: 0.0312204 | val_loss: 0.031222 | Time: 1963.66 ms [2022-04-12 04:02:47 main:581] : INFO : Epoch 1685 | loss: 0.0312206 | val_loss: 0.0312217 | Time: 2018.85 ms [2022-04-12 04:02:49 main:581] : INFO : Epoch 1686 | loss: 0.0312205 | val_loss: 0.031222 | Time: 1987.26 ms [2022-04-12 04:02:51 main:581] : INFO : Epoch 1687 | loss: 0.0312204 | val_loss: 0.0312213 | Time: 1958.37 ms [2022-04-12 04:02:53 main:581] : INFO : Epoch 1688 | loss: 0.0312225 | val_loss: 0.0312292 | Time: 1986.47 ms [2022-04-12 04:02:55 main:581] : INFO : Epoch 1689 | loss: 0.0312243 | val_loss: 0.031223 | Time: 1981.8 ms [2022-04-12 04:02:57 main:581] : INFO : Epoch 1690 | loss: 0.0312221 | val_loss: 0.0312267 | Time: 1960.16 ms [2022-04-12 04:02:59 main:581] : INFO : Epoch 1691 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 1956.69 ms [2022-04-12 04:03:01 main:581] : INFO : Epoch 1692 | loss: 0.0312205 | val_loss: 0.031222 | Time: 1970.54 ms [2022-04-12 04:03:03 main:581] : INFO : Epoch 1693 | loss: 0.0312215 | val_loss: 0.0312223 | Time: 1940.13 ms [2022-04-12 04:03:05 main:581] : INFO : Epoch 1694 | loss: 0.0312207 | val_loss: 0.0312224 | Time: 1960.66 ms [2022-04-12 04:03:07 main:581] : INFO : Epoch 1695 | loss: 0.0312214 | val_loss: 0.0312235 | Time: 1909.77 ms [2022-04-12 04:03:09 main:581] : INFO : Epoch 1696 | loss: 0.0312216 | val_loss: 0.031224 | Time: 1983.87 ms [2022-04-12 04:03:11 main:581] : INFO : Epoch 1697 | loss: 0.0312221 | val_loss: 0.0312262 | Time: 1950.89 ms [2022-04-12 04:03:13 main:581] : INFO : Epoch 1698 | loss: 0.0312225 | val_loss: 0.0312242 | Time: 1987.05 ms [2022-04-12 04:03:15 main:581] : INFO : Epoch 1699 | loss: 0.0312201 | val_loss: 0.0312227 | Time: 2003.51 ms [2022-04-12 04:03:17 main:581] : INFO : Epoch 1700 | loss: 0.0312209 | val_loss: 0.0312219 | Time: 1997.44 ms [2022-04-12 04:03:19 main:581] : INFO : Epoch 1701 | loss: 0.0312209 | val_loss: 0.0312261 | Time: 1937.55 ms [2022-04-12 04:03:21 main:581] : INFO : Epoch 1702 | loss: 0.0312222 | val_loss: 0.0312217 | Time: 1989.84 ms [2022-04-12 04:03:23 main:581] : INFO : Epoch 1703 | loss: 0.0312197 | val_loss: 0.0312227 | Time: 1975.32 ms [2022-04-12 04:03:25 main:581] : INFO : Epoch 1704 | loss: 0.0312219 | val_loss: 0.0312244 | Time: 1975.11 ms [2022-04-12 04:03:27 main:581] : INFO : Epoch 1705 | loss: 0.0312202 | val_loss: 0.0312223 | Time: 1968.44 ms [2022-04-12 04:03:29 main:581] : INFO : Epoch 1706 | loss: 0.0312204 | val_loss: 0.0312224 | Time: 1953.47 ms [2022-04-12 04:03:31 main:581] : INFO : Epoch 1707 | loss: 0.0312196 | val_loss: 0.0312222 | Time: 1979.63 ms [2022-04-12 04:03:33 main:581] : INFO : Epoch 1708 | loss: 0.0312198 | val_loss: 0.0312221 | Time: 2004.2 ms [2022-04-12 04:03:35 main:581] : INFO : Epoch 1709 | loss: 0.0312198 | val_loss: 0.0312218 | Time: 1985.39 ms [2022-04-12 04:03:37 main:581] : INFO : Epoch 1710 | loss: 0.031221 | val_loss: 0.0312273 | Time: 1975.01 ms [2022-04-12 04:03:39 main:581] : INFO : Epoch 1711 | loss: 0.031222 | val_loss: 0.0312225 | Time: 1977.48 ms [2022-04-12 04:03:40 main:581] : INFO : Epoch 1712 | loss: 0.0312204 | val_loss: 0.0312222 | Time: 1955.74 ms [2022-04-12 04:03:42 main:581] : INFO : Epoch 1713 | loss: 0.0312212 | val_loss: 0.0312223 | Time: 1942.32 ms [2022-04-12 04:03:44 main:581] : INFO : Epoch 1714 | loss: 0.0312205 | val_loss: 0.0312231 | Time: 1972.09 ms [2022-04-12 04:03:46 main:581] : INFO : Epoch 1715 | loss: 0.0312226 | val_loss: 0.0312246 | Time: 1959.35 ms [2022-04-12 04:03:48 main:581] : INFO : Epoch 1716 | loss: 0.0312209 | val_loss: 0.0312223 | Time: 1951.28 ms [2022-04-12 04:03:50 main:581] : INFO : Epoch 1717 | loss: 0.0312227 | val_loss: 0.0312216 | Time: 1934.73 ms [2022-04-12 04:03:52 main:581] : INFO : Epoch 1718 | loss: 0.0312205 | val_loss: 0.0312246 | Time: 1975.85 ms [2022-04-12 04:03:54 main:581] : INFO : Epoch 1719 | loss: 0.0312207 | val_loss: 0.031222 | Time: 1961.67 ms [2022-04-12 04:03:56 main:581] : INFO : Epoch 1720 | loss: 0.0312202 | val_loss: 0.0312221 | Time: 1930.83 ms [2022-04-12 04:03:58 main:581] : INFO : Epoch 1721 | loss: 0.0312211 | val_loss: 0.0312224 | Time: 1972.53 ms [2022-04-12 04:04:00 main:581] : INFO : Epoch 1722 | loss: 0.0312203 | val_loss: 0.0312218 | Time: 1942.64 ms [2022-04-12 04:04:02 main:581] : INFO : Epoch 1723 | loss: 0.0312206 | val_loss: 0.0312267 | Time: 1968.03 ms [2022-04-12 04:04:04 main:581] : INFO : Epoch 1724 | loss: 0.0312224 | val_loss: 0.031222 | Time: 1969.21 ms [2022-04-12 04:04:06 main:581] : INFO : Epoch 1725 | loss: 0.0312201 | val_loss: 0.0312251 | Time: 1967.42 ms [2022-04-12 04:04:08 main:581] : INFO : Epoch 1726 | loss: 0.0312209 | val_loss: 0.0312252 | Time: 1951.09 ms [2022-04-12 04:04:10 main:581] : INFO : Epoch 1727 | loss: 0.031224 | val_loss: 0.031224 | Time: 1970.47 ms [2022-04-12 04:04:12 main:581] : INFO : Epoch 1728 | loss: 0.0312217 | val_loss: 0.0312222 | Time: 1963.12 ms [2022-04-12 04:04:14 main:581] : INFO : Epoch 1729 | loss: 0.0312196 | val_loss: 0.0312227 | Time: 1939.43 ms [2022-04-12 04:04:16 main:581] : INFO : Epoch 1730 | loss: 0.0312198 | val_loss: 0.0312244 | Time: 1948.65 ms [2022-04-12 04:04:18 main:581] : INFO : Epoch 1731 | loss: 0.0312213 | val_loss: 0.0312243 | Time: 1958.01 ms [2022-04-12 04:04:20 main:581] : INFO : Epoch 1732 | loss: 0.0312209 | val_loss: 0.0312222 | Time: 1978.27 ms [2022-04-12 04:04:22 main:581] : INFO : Epoch 1733 | loss: 0.0312197 | val_loss: 0.0312236 | Time: 1970.27 ms [2022-04-12 04:04:24 main:581] : INFO : Epoch 1734 | loss: 0.0312206 | val_loss: 0.0312224 | Time: 1958.1 ms [2022-04-12 04:04:26 main:581] : INFO : Epoch 1735 | loss: 0.0312205 | val_loss: 0.0312232 | Time: 1945.16 ms [2022-04-12 04:04:27 main:581] : INFO : Epoch 1736 | loss: 0.0312196 | val_loss: 0.0312218 | Time: 1938.36 ms [2022-04-12 04:04:29 main:581] : INFO : Epoch 1737 | loss: 0.0312216 | val_loss: 0.0312223 | Time: 1916.13 ms [2022-04-12 04:04:31 main:581] : INFO : Epoch 1738 | loss: 0.0312195 | val_loss: 0.0312221 | Time: 1963.87 ms [2022-04-12 04:04:33 main:581] : INFO : Epoch 1739 | loss: 0.03122 | val_loss: 0.0312221 | Time: 1963.92 ms [2022-04-12 04:04:35 main:581] : INFO : Epoch 1740 | loss: 0.0312191 | val_loss: 0.0312217 | Time: 1960.89 ms [2022-04-12 04:04:37 main:581] : INFO : Epoch 1741 | loss: 0.0312191 | val_loss: 0.0312227 | Time: 1946.39 ms [2022-04-12 04:04:39 main:581] : INFO : Epoch 1742 | loss: 0.0312206 | val_loss: 0.0312235 | Time: 1946.64 ms [2022-04-12 04:04:41 main:581] : INFO : Epoch 1743 | loss: 0.0312204 | val_loss: 0.031223 | Time: 1965.41 ms [2022-04-12 04:04:43 main:581] : INFO : Epoch 1744 | loss: 0.0312186 | val_loss: 0.0312233 | Time: 1955.09 ms [2022-04-12 04:04:45 main:581] : INFO : Epoch 1745 | loss: 0.0312199 | val_loss: 0.0312267 | Time: 1939.49 ms [2022-04-12 04:04:47 main:581] : INFO : Epoch 1746 | loss: 0.0312203 | val_loss: 0.0312215 | Time: 1963.72 ms [2022-04-12 04:04:49 main:581] : INFO : Epoch 1747 | loss: 0.0312199 | val_loss: 0.0312225 | Time: 1978.89 ms [2022-04-12 04:04:51 main:581] : INFO : Epoch 1748 | loss: 0.0312187 | val_loss: 0.0312248 | Time: 1975.24 ms [2022-04-12 04:04:53 main:581] : INFO : Epoch 1749 | loss: 0.0312201 | val_loss: 0.0312214 | Time: 1983.01 ms [2022-04-12 04:04:55 main:581] : INFO : Epoch 1750 | loss: 0.0312207 | val_loss: 0.031221 | Time: 1912.72 ms [2022-04-12 04:04:57 main:581] : INFO : Epoch 1751 | loss: 0.0312192 | val_loss: 0.0312241 | Time: 1939.04 ms [2022-04-12 04:04:59 main:581] : INFO : Epoch 1752 | loss: 0.0312194 | val_loss: 0.0312238 | Time: 1946.45 ms [2022-04-12 04:05:01 main:581] : INFO : Epoch 1753 | loss: 0.031219 | val_loss: 0.0312227 | Time: 1945.76 ms [2022-04-12 04:05:03 main:581] : INFO : Epoch 1754 | loss: 0.0312211 | val_loss: 0.0312265 | Time: 1954.71 ms [2022-04-12 04:05:05 main:581] : INFO : Epoch 1755 | loss: 0.0312197 | val_loss: 0.031222 | Time: 1925.1 ms [2022-04-12 04:05:06 main:581] : INFO : Epoch 1756 | loss: 0.0312188 | val_loss: 0.0312231 | Time: 1956.75 ms [2022-04-12 04:05:08 main:581] : INFO : Epoch 1757 | loss: 0.0312192 | val_loss: 0.0312222 | Time: 1954.73 ms [2022-04-12 04:05:10 main:581] : INFO : Epoch 1758 | loss: 0.0312193 | val_loss: 0.0312222 | Time: 1967.62 ms [2022-04-12 04:05:12 main:581] : INFO : Epoch 1759 | loss: 0.0312189 | val_loss: 0.031222 | Time: 1955.11 ms [2022-04-12 04:05:14 main:581] : INFO : Epoch 1760 | loss: 0.0312187 | val_loss: 0.0312249 | Time: 1975.24 ms [2022-04-12 04:05:16 main:581] : INFO : Epoch 1761 | loss: 0.0312203 | val_loss: 0.031222 | Time: 1977.75 ms [2022-04-12 04:05:18 main:581] : INFO : Epoch 1762 | loss: 0.0312187 | val_loss: 0.0312233 | Time: 1972.16 ms [2022-04-12 04:05:20 main:581] : INFO : Epoch 1763 | loss: 0.0312197 | val_loss: 0.0312226 | Time: 2012.52 ms [2022-04-12 04:05:22 main:581] : INFO : Epoch 1764 | loss: 0.0312198 | val_loss: 0.0312218 | Time: 1933.64 ms [2022-04-12 04:05:24 main:581] : INFO : Epoch 1765 | loss: 0.03122 | val_loss: 0.0312241 | Time: 2003.6 ms [2022-04-12 04:05:26 main:581] : INFO : Epoch 1766 | loss: 0.0312195 | val_loss: 0.0312229 | Time: 1964.93 ms [2022-04-12 04:05:28 main:581] : INFO : Epoch 1767 | loss: 0.0312196 | val_loss: 0.0312216 | Time: 1987.35 ms [2022-04-12 04:05:30 main:581] : INFO : Epoch 1768 | loss: 0.0312195 | val_loss: 0.031224 | Time: 1982.21 ms [2022-04-12 04:05:32 main:581] : INFO : Epoch 1769 | loss: 0.0312212 | val_loss: 0.0312231 | Time: 1985.58 ms [2022-04-12 04:05:34 main:581] : INFO : Epoch 1770 | loss: 0.0312201 | val_loss: 0.0312262 | Time: 1961.89 ms [2022-04-12 04:05:36 main:581] : INFO : Epoch 1771 | loss: 0.0312208 | val_loss: 0.0312249 | Time: 1996.85 ms [2022-04-12 04:05:38 main:581] : INFO : Epoch 1772 | loss: 0.0312226 | val_loss: 0.0312237 | Time: 1958.96 ms [2022-04-12 04:05:40 main:581] : INFO : Epoch 1773 | loss: 0.0312204 | val_loss: 0.0312228 | Time: 1996.02 ms [2022-04-12 04:05:42 main:581] : INFO : Epoch 1774 | loss: 0.0312199 | val_loss: 0.0312256 | Time: 1992.95 ms [2022-04-12 04:05:44 main:581] : INFO : Epoch 1775 | loss: 0.03122 | val_loss: 0.0312234 | Time: 2010.91 ms [2022-04-12 04:05:46 main:581] : INFO : Epoch 1776 | loss: 0.0312217 | val_loss: 0.0312221 | Time: 1932.9 ms [2022-04-12 04:05:48 main:581] : INFO : Epoch 1777 | loss: 0.0312203 | val_loss: 0.0312237 | Time: 1940.78 ms [2022-04-12 04:05:50 main:581] : INFO : Epoch 1778 | loss: 0.0312206 | val_loss: 0.0312231 | Time: 1991.13 ms [2022-04-12 04:05:52 main:581] : INFO : Epoch 1779 | loss: 0.0312214 | val_loss: 0.0312255 | Time: 1978.2 ms [2022-04-12 04:05:54 main:581] : INFO : Epoch 1780 | loss: 0.0312208 | val_loss: 0.0312232 | Time: 2019.91 ms [2022-04-12 04:05:56 main:581] : INFO : Epoch 1781 | loss: 0.0312205 | val_loss: 0.0312236 | Time: 1969.75 ms [2022-04-12 04:05:58 main:581] : INFO : Epoch 1782 | loss: 0.0312199 | val_loss: 0.0312243 | Time: 1941.74 ms [2022-04-12 04:06:00 main:581] : INFO : Epoch 1783 | loss: 0.0312205 | val_loss: 0.0312209 | Time: 2003.91 ms [2022-04-12 04:06:02 main:581] : INFO : Epoch 1784 | loss: 0.0312195 | val_loss: 0.0312209 | Time: 2000.61 ms [2022-04-12 04:06:04 main:581] : INFO : Epoch 1785 | loss: 0.0312202 | val_loss: 0.031226 | Time: 1965.01 ms [2022-04-12 04:06:06 main:581] : INFO : Epoch 1786 | loss: 0.0312214 | val_loss: 0.031222 | Time: 1994.97 ms [2022-04-12 04:06:08 main:581] : INFO : Epoch 1787 | loss: 0.0312218 | val_loss: 0.0312213 | Time: 1994.59 ms [2022-04-12 04:06:10 main:581] : INFO : Epoch 1788 | loss: 0.0312186 | val_loss: 0.0312205 | Time: 1992.4 ms [2022-04-12 04:06:12 main:581] : INFO : Epoch 1789 | loss: 0.0312187 | val_loss: 0.0312216 | Time: 1983.13 ms [2022-04-12 04:06:14 main:581] : INFO : Epoch 1790 | loss: 0.0312196 | val_loss: 0.0312215 | Time: 1991.7 ms [2022-04-12 04:06:16 main:581] : INFO : Epoch 1791 | loss: 0.0312192 | val_loss: 0.0312241 | Time: 1966.74 ms [2022-04-12 04:06:18 main:581] : INFO : Epoch 1792 | loss: 0.0312224 | val_loss: 0.0312203 | Time: 1969.69 ms [2022-04-12 04:06:20 main:581] : INFO : Epoch 1793 | loss: 0.031219 | val_loss: 0.0312213 | Time: 1961.52 ms [2022-04-12 04:06:22 main:581] : INFO : Epoch 1794 | loss: 0.0312182 | val_loss: 0.0312236 | Time: 1867.47 ms [2022-04-12 04:06:24 main:581] : INFO : Epoch 1795 | loss: 0.0312212 | val_loss: 0.0312219 | Time: 1977.29 ms [2022-04-12 04:06:25 main:581] : INFO : Epoch 1796 | loss: 0.0312186 | val_loss: 0.0312203 | Time: 1927.12 ms [2022-04-12 04:06:27 main:581] : INFO : Epoch 1797 | loss: 0.0312187 | val_loss: 0.0312211 | Time: 1974.5 ms [2022-04-12 04:06:29 main:581] : INFO : Epoch 1798 | loss: 0.0312187 | val_loss: 0.0312203 | Time: 1971.64 ms [2022-04-12 04:06:31 main:581] : INFO : Epoch 1799 | loss: 0.0312195 | val_loss: 0.0312199 | Time: 1979.76 ms [2022-04-12 04:06:33 main:581] : INFO : Epoch 1800 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 2005.01 ms [2022-04-12 04:06:35 main:581] : INFO : Epoch 1801 | loss: 0.0312192 | val_loss: 0.0312226 | Time: 1961.79 ms [2022-04-12 04:06:37 main:581] : INFO : Epoch 1802 | loss: 0.0312216 | val_loss: 0.0312226 | Time: 1988.84 ms [2022-04-12 04:06:39 main:581] : INFO : Epoch 1803 | loss: 0.0312186 | val_loss: 0.0312208 | Time: 1975.18 ms [2022-04-12 04:06:41 main:581] : INFO : Epoch 1804 | loss: 0.0312184 | val_loss: 0.0312218 | Time: 1975.79 ms [2022-04-12 04:06:43 main:581] : INFO : Epoch 1805 | loss: 0.0312192 | val_loss: 0.0312239 | Time: 2000.35 ms [2022-04-12 04:06:45 main:581] : INFO : Epoch 1806 | loss: 0.0312222 | val_loss: 0.0312257 | Time: 1957.56 ms [2022-04-12 04:06:47 main:581] : INFO : Epoch 1807 | loss: 0.0312243 | val_loss: 0.0312275 | Time: 1957.23 ms [2022-04-12 04:06:49 main:581] : INFO : Epoch 1808 | loss: 0.0312253 | val_loss: 0.03123 | Time: 1955.94 ms [2022-04-12 04:06:51 main:581] : INFO : Epoch 1809 | loss: 0.0312253 | val_loss: 0.0312262 | Time: 1985.53 ms [2022-04-12 04:06:53 main:581] : INFO : Epoch 1810 | loss: 0.0312254 | val_loss: 0.031228 | Time: 1941.7 ms [2022-04-12 04:06:55 main:581] : INFO : Epoch 1811 | loss: 0.0312246 | val_loss: 0.0312255 | Time: 1956.85 ms [2022-04-12 04:06:57 main:581] : INFO : Epoch 1812 | loss: 0.0312234 | val_loss: 0.0312255 | Time: 1998.71 ms [2022-04-12 04:06:59 main:581] : INFO : Epoch 1813 | loss: 0.0312216 | val_loss: 0.0312235 | Time: 2020.09 ms [2022-04-12 04:07:01 main:581] : INFO : Epoch 1814 | loss: 0.0312203 | val_loss: 0.031223 | Time: 1985.56 ms [2022-04-12 04:07:03 main:581] : INFO : Epoch 1815 | loss: 0.0312201 | val_loss: 0.0312204 | Time: 1981.69 ms [2022-04-12 04:07:05 main:581] : INFO : Epoch 1816 | loss: 0.0312208 | val_loss: 0.0312219 | Time: 1968 ms [2022-04-12 04:07:07 main:581] : INFO : Epoch 1817 | loss: 0.0312199 | val_loss: 0.031222 | Time: 2001.04 ms [2022-04-12 04:07:09 main:581] : INFO : Epoch 1818 | loss: 0.0312205 | val_loss: 0.0312219 | Time: 2011.28 ms [2022-04-12 04:07:11 main:581] : INFO : Epoch 1819 | loss: 0.0312212 | val_loss: 0.0312227 | Time: 2022.96 ms [2022-04-12 04:07:13 main:581] : INFO : Epoch 1820 | loss: 0.0312199 | val_loss: 0.0312213 | Time: 1961.87 ms [2022-04-12 04:07:15 main:581] : INFO : Epoch 1821 | loss: 0.0312194 | val_loss: 0.031221 | Time: 2000.55 ms [2022-04-12 04:07:17 main:581] : INFO : Epoch 1822 | loss: 0.0312185 | val_loss: 0.0312189 | Time: 1984.97 ms [2022-04-12 04:07:19 main:581] : INFO : Epoch 1823 | loss: 0.0312212 | val_loss: 0.0312221 | Time: 1995.85 ms [2022-04-12 04:07:21 main:581] : INFO : Epoch 1824 | loss: 0.0312293 | val_loss: 0.0312259 | Time: 1997.73 ms [2022-04-12 04:07:23 main:581] : INFO : Epoch 1825 | loss: 0.0312213 | val_loss: 0.0312226 | Time: 1996.27 ms [2022-04-12 04:07:25 main:581] : INFO : Epoch 1826 | loss: 0.0312199 | val_loss: 0.0312208 | Time: 1978.42 ms [2022-04-12 04:07:27 main:581] : INFO : Epoch 1827 | loss: 0.0312195 | val_loss: 0.0312222 | Time: 1930.75 ms [2022-04-12 04:07:29 main:581] : INFO : Epoch 1828 | loss: 0.0312194 | val_loss: 0.0312221 | Time: 1969.46 ms [2022-04-12 04:07:31 main:581] : INFO : Epoch 1829 | loss: 0.0312189 | val_loss: 0.0312208 | Time: 1991.58 ms [2022-04-12 04:07:33 main:581] : INFO : Epoch 1830 | loss: 0.0312192 | val_loss: 0.0312236 | Time: 1889.02 ms [2022-04-12 04:07:35 main:581] : INFO : Epoch 1831 | loss: 0.0312208 | val_loss: 0.0312209 | Time: 2013.82 ms [2022-04-12 04:07:37 main:581] : INFO : Epoch 1832 | loss: 0.031219 | val_loss: 0.031221 | Time: 2006.31 ms [2022-04-12 04:07:39 main:581] : INFO : Epoch 1833 | loss: 0.0312191 | val_loss: 0.0312268 | Time: 1965.35 ms [2022-04-12 04:07:41 main:581] : INFO : Epoch 1834 | loss: 0.031222 | val_loss: 0.0312205 | Time: 1946.54 ms [2022-04-12 04:07:43 main:581] : INFO : Epoch 1835 | loss: 0.0312193 | val_loss: 0.0312194 | Time: 1957.27 ms [2022-04-12 04:07:45 main:581] : INFO : Epoch 1836 | loss: 0.0312201 | val_loss: 0.0312209 | Time: 1972.37 ms [2022-04-12 04:07:47 main:581] : INFO : Epoch 1837 | loss: 0.0312195 | val_loss: 0.0312197 | Time: 1951.88 ms [2022-04-12 04:07:49 main:581] : INFO : Epoch 1838 | loss: 0.0312199 | val_loss: 0.0312346 | Time: 1980.78 ms [2022-04-12 04:07:51 main:581] : INFO : Epoch 1839 | loss: 0.0312199 | val_loss: 0.0312195 | Time: 1993.65 ms [2022-04-12 04:07:53 main:581] : INFO : Epoch 1840 | loss: 0.0312175 | val_loss: 0.0312187 | Time: 1980.87 ms [2022-04-12 04:07:54 main:581] : INFO : Epoch 1841 | loss: 0.0312183 | val_loss: 0.0312193 | Time: 1950.7 ms [2022-04-12 04:07:57 main:581] : INFO : Epoch 1842 | loss: 0.0312181 | val_loss: 0.0312216 | Time: 2028.2 ms [2022-04-12 04:07:59 main:581] : INFO : Epoch 1843 | loss: 0.0312178 | val_loss: 0.0312184 | Time: 2011.85 ms [2022-04-12 04:08:01 main:581] : INFO : Epoch 1844 | loss: 0.0312178 | val_loss: 0.0312224 | Time: 2017.63 ms [2022-04-12 04:08:03 main:581] : INFO : Epoch 1845 | loss: 0.0312182 | val_loss: 0.0312183 | Time: 1984.31 ms [2022-04-12 04:08:05 main:581] : INFO : Epoch 1846 | loss: 0.0312169 | val_loss: 0.0312196 | Time: 2005.19 ms [2022-04-12 04:08:07 main:581] : INFO : Epoch 1847 | loss: 0.0312186 | val_loss: 0.0312192 | Time: 2018.85 ms [2022-04-12 04:08:09 main:581] : INFO : Epoch 1848 | loss: 0.0312167 | val_loss: 0.0312181 | Time: 2006.99 ms [2022-04-12 04:08:11 main:581] : INFO : Epoch 1849 | loss: 0.0312192 | val_loss: 0.03122 | Time: 1982.8 ms [2022-04-12 04:08:13 main:581] : INFO : Epoch 1850 | loss: 0.0312196 | val_loss: 0.0312179 | Time: 2003.15 ms [2022-04-12 04:08:14 main:581] : INFO : Epoch 1851 | loss: 0.0312173 | val_loss: 0.0312182 | Time: 1921.06 ms [2022-04-12 04:08:16 main:581] : INFO : Epoch 1852 | loss: 0.031218 | val_loss: 0.031221 | Time: 1994.59 ms [2022-04-12 04:08:18 main:581] : INFO : Epoch 1853 | loss: 0.0312193 | val_loss: 0.0312187 | Time: 1989.01 ms [2022-04-12 04:08:20 main:581] : INFO : Epoch 1854 | loss: 0.031217 | val_loss: 0.0312197 | Time: 1990.29 ms [2022-04-12 04:08:22 main:581] : INFO : Epoch 1855 | loss: 0.0312168 | val_loss: 0.0312185 | Time: 1950.07 ms [2022-04-12 04:08:24 main:581] : INFO : Epoch 1856 | loss: 0.0312173 | val_loss: 0.0312194 | Time: 1936.71 ms [2022-04-12 04:08:26 main:581] : INFO : Epoch 1857 | loss: 0.0312223 | val_loss: 0.0312217 | Time: 1959.43 ms [2022-04-12 04:08:28 main:581] : INFO : Epoch 1858 | loss: 0.031219 | val_loss: 0.0312192 | Time: 1942.44 ms [2022-04-12 04:08:30 main:581] : INFO : Epoch 1859 | loss: 0.0312174 | val_loss: 0.0312197 | Time: 1925.79 ms [2022-04-12 04:08:32 main:581] : INFO : Epoch 1860 | loss: 0.0312186 | val_loss: 0.031219 | Time: 1926.61 ms [2022-04-12 04:08:34 main:581] : INFO : Epoch 1861 | loss: 0.0312169 | val_loss: 0.0312185 | Time: 1958.97 ms [2022-04-12 04:08:36 main:581] : INFO : Epoch 1862 | loss: 0.0312221 | val_loss: 0.0312306 | Time: 1901.36 ms [2022-04-12 04:08:38 main:581] : INFO : Epoch 1863 | loss: 0.0312357 | val_loss: 0.0312336 | Time: 1975.88 ms [2022-04-12 04:08:40 main:581] : INFO : Epoch 1864 | loss: 0.0312369 | val_loss: 0.0312359 | Time: 1955.64 ms [2022-04-12 04:08:42 main:581] : INFO : Epoch 1865 | loss: 0.0312375 | val_loss: 0.0312352 | Time: 1984.48 ms [2022-04-12 04:08:44 main:581] : INFO : Epoch 1866 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 1950.57 ms [2022-04-12 04:08:46 main:581] : INFO : Epoch 1867 | loss: 0.031236 | val_loss: 0.0312357 | Time: 2005.53 ms [2022-04-12 04:08:48 main:581] : INFO : Epoch 1868 | loss: 0.0312354 | val_loss: 0.0312336 | Time: 1973.75 ms [2022-04-12 04:08:50 main:581] : INFO : Epoch 1869 | loss: 0.0312345 | val_loss: 0.0312339 | Time: 1948.16 ms [2022-04-12 04:08:52 main:581] : INFO : Epoch 1870 | loss: 0.0312344 | val_loss: 0.0312346 | Time: 1956.91 ms [2022-04-12 04:08:54 main:581] : INFO : Epoch 1871 | loss: 0.0312338 | val_loss: 0.0312324 | Time: 1983.73 ms [2022-04-12 04:08:56 main:581] : INFO : Epoch 1872 | loss: 0.0312345 | val_loss: 0.0312342 | Time: 1925.68 ms [2022-04-12 04:08:58 main:581] : INFO : Epoch 1873 | loss: 0.031235 | val_loss: 0.0312381 | Time: 1964.35 ms [2022-04-12 04:09:00 main:581] : INFO : Epoch 1874 | loss: 0.0312366 | val_loss: 0.0312339 | Time: 1991.64 ms [2022-04-12 04:09:02 main:581] : INFO : Epoch 1875 | loss: 0.0312333 | val_loss: 0.0312325 | Time: 1977.99 ms [2022-04-12 04:09:04 main:581] : INFO : Epoch 1876 | loss: 0.0312341 | val_loss: 0.0312311 | Time: 2000.92 ms [2022-04-12 04:09:06 main:581] : INFO : Epoch 1877 | loss: 0.0312326 | val_loss: 0.0312309 | Time: 1986.43 ms [2022-04-12 04:09:08 main:581] : INFO : Epoch 1878 | loss: 0.0312324 | val_loss: 0.0312311 | Time: 2005.56 ms [2022-04-12 04:09:10 main:581] : INFO : Epoch 1879 | loss: 0.0312328 | val_loss: 0.031231 | Time: 1989.95 ms [2022-04-12 04:09:12 main:581] : INFO : Epoch 1880 | loss: 0.0312329 | val_loss: 0.0312322 | Time: 2013.1 ms [2022-04-12 04:09:14 main:581] : INFO : Epoch 1881 | loss: 0.0312329 | val_loss: 0.0312325 | Time: 1989.44 ms [2022-04-12 04:09:16 main:581] : INFO : Epoch 1882 | loss: 0.0312325 | val_loss: 0.0312313 | Time: 1981.81 ms [2022-04-12 04:09:18 main:581] : INFO : Epoch 1883 | loss: 0.0312317 | val_loss: 0.0312305 | Time: 1993.09 ms [2022-04-12 04:09:20 main:581] : INFO : Epoch 1884 | loss: 0.0312319 | val_loss: 0.0312322 | Time: 1989.09 ms [2022-04-12 04:09:22 main:581] : INFO : Epoch 1885 | loss: 0.0312331 | val_loss: 0.0312316 | Time: 1983.6 ms [2022-04-12 04:09:23 main:581] : INFO : Epoch 1886 | loss: 0.0312318 | val_loss: 0.0312309 | Time: 1985.27 ms [2022-04-12 04:09:25 main:581] : INFO : Epoch 1887 | loss: 0.0312312 | val_loss: 0.0312316 | Time: 1992.39 ms [2022-04-12 04:09:27 main:581] : INFO : Epoch 1888 | loss: 0.0312312 | val_loss: 0.0312313 | Time: 1991.09 ms [2022-04-12 04:09:29 main:581] : INFO : Epoch 1889 | loss: 0.031232 | val_loss: 0.0312303 | Time: 1981.93 ms [2022-04-12 04:09:31 main:581] : INFO : Epoch 1890 | loss: 0.031233 | val_loss: 0.031231 | Time: 1981.32 ms [2022-04-12 04:09:33 main:581] : INFO : Epoch 1891 | loss: 0.031233 | val_loss: 0.0312298 | Time: 1953.6 ms [2022-04-12 04:09:35 main:581] : INFO : Epoch 1892 | loss: 0.0312305 | val_loss: 0.0312292 | Time: 1948.05 ms [2022-04-12 04:09:37 main:581] : INFO : Epoch 1893 | loss: 0.0312309 | val_loss: 0.0312287 | Time: 2018.28 ms [2022-04-12 04:09:39 main:581] : INFO : Epoch 1894 | loss: 0.0312307 | val_loss: 0.0312297 | Time: 1989.51 ms [2022-04-12 04:09:41 main:581] : INFO : Epoch 1895 | loss: 0.0312305 | val_loss: 0.0312288 | Time: 2005.53 ms [2022-04-12 04:09:43 main:581] : INFO : Epoch 1896 | loss: 0.0312298 | val_loss: 0.0312283 | Time: 1957.52 ms [2022-04-12 04:09:45 main:581] : INFO : Epoch 1897 | loss: 0.0312295 | val_loss: 0.0312286 | Time: 2010.8 ms [2022-04-12 04:09:47 main:581] : INFO : Epoch 1898 | loss: 0.0312302 | val_loss: 0.0312285 | Time: 1954.44 ms [2022-04-12 04:09:49 main:581] : INFO : Epoch 1899 | loss: 0.0312302 | val_loss: 0.0312279 | Time: 2003.27 ms [2022-04-12 04:09:51 main:581] : INFO : Epoch 1900 | loss: 0.0312299 | val_loss: 0.031228 | Time: 1981.76 ms [2022-04-12 04:09:53 main:581] : INFO : Epoch 1901 | loss: 0.0312342 | val_loss: 0.0312444 | Time: 2024.36 ms [2022-04-12 04:09:55 main:581] : INFO : Epoch 1902 | loss: 0.0312361 | val_loss: 0.0312307 | Time: 1951.22 ms [2022-04-12 04:09:57 main:581] : INFO : Epoch 1903 | loss: 0.0312308 | val_loss: 0.0312293 | Time: 1981.7 ms [2022-04-12 04:09:59 main:581] : INFO : Epoch 1904 | loss: 0.0312299 | val_loss: 0.0312286 | Time: 1972.53 ms [2022-04-12 04:10:01 main:581] : INFO : Epoch 1905 | loss: 0.0312295 | val_loss: 0.0312276 | Time: 1978.06 ms [2022-04-12 04:10:03 main:581] : INFO : Epoch 1906 | loss: 0.0312289 | val_loss: 0.03123 | Time: 1965.73 ms [2022-04-12 04:10:05 main:581] : INFO : Epoch 1907 | loss: 0.0312294 | val_loss: 0.0312279 | Time: 1985.69 ms [2022-04-12 04:10:07 main:581] : INFO : Epoch 1908 | loss: 0.0312312 | val_loss: 0.0312328 | Time: 1947.29 ms [2022-04-12 04:10:09 main:581] : INFO : Epoch 1909 | loss: 0.0312326 | val_loss: 0.0312298 | Time: 1952.6 ms [2022-04-12 04:10:11 main:581] : INFO : Epoch 1910 | loss: 0.0312286 | val_loss: 0.0312284 | Time: 1921.24 ms [2022-04-12 04:10:13 main:581] : INFO : Epoch 1911 | loss: 0.0312286 | val_loss: 0.0312281 | Time: 2011.83 ms [2022-04-12 04:10:15 main:581] : INFO : Epoch 1912 | loss: 0.0312282 | val_loss: 0.0312287 | Time: 2002.75 ms [2022-04-12 04:10:17 main:581] : INFO : Epoch 1913 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 1990.11 ms [2022-04-12 04:10:19 main:581] : INFO : Epoch 1914 | loss: 0.0312283 | val_loss: 0.0312288 | Time: 2004.58 ms [2022-04-12 04:10:21 main:581] : INFO : Epoch 1915 | loss: 0.031229 | val_loss: 0.0312268 | Time: 2008.28 ms [2022-04-12 04:10:23 main:581] : INFO : Epoch 1916 | loss: 0.0312283 | val_loss: 0.0312265 | Time: 1999.28 ms [2022-04-12 04:10:25 main:581] : INFO : Epoch 1917 | loss: 0.0312284 | val_loss: 0.0312269 | Time: 1999.97 ms [2022-04-12 04:10:27 main:581] : INFO : Epoch 1918 | loss: 0.0312304 | val_loss: 0.0312273 | Time: 2021.25 ms [2022-04-12 04:10:29 main:581] : INFO : Epoch 1919 | loss: 0.0312281 | val_loss: 0.0312272 | Time: 1958.51 ms [2022-04-12 04:10:31 main:581] : INFO : Epoch 1920 | loss: 0.0312275 | val_loss: 0.031227 | Time: 1953.04 ms [2022-04-12 04:10:33 main:581] : INFO : Epoch 1921 | loss: 0.031228 | val_loss: 0.0312266 | Time: 1961.56 ms [2022-04-12 04:10:35 main:581] : INFO : Epoch 1922 | loss: 0.0312293 | val_loss: 0.0312273 | Time: 1988.48 ms [2022-04-12 04:10:37 main:581] : INFO : Epoch 1923 | loss: 0.0312275 | val_loss: 0.0312265 | Time: 2000.32 ms [2022-04-12 04:10:39 main:581] : INFO : Epoch 1924 | loss: 0.0312282 | val_loss: 0.0312257 | Time: 1965.03 ms [2022-04-12 04:10:41 main:581] : INFO : Epoch 1925 | loss: 0.0312273 | val_loss: 0.0312254 | Time: 1937.98 ms [2022-04-12 04:10:43 main:581] : INFO : Epoch 1926 | loss: 0.0312269 | val_loss: 0.0312268 | Time: 1971.14 ms [2022-04-12 04:10:45 main:581] : INFO : Epoch 1927 | loss: 0.0312278 | val_loss: 0.0312325 | Time: 2027 ms [2022-04-12 04:10:47 main:581] : INFO : Epoch 1928 | loss: 0.0312281 | val_loss: 0.0312263 | Time: 1985.44 ms [2022-04-12 04:10:49 main:581] : INFO : Epoch 1929 | loss: 0.0312271 | val_loss: 0.0312268 | Time: 1989.46 ms [2022-04-12 04:10:51 main:581] : INFO : Epoch 1930 | loss: 0.0312281 | val_loss: 0.0312304 | Time: 1983.36 ms [2022-04-12 04:10:53 main:581] : INFO : Epoch 1931 | loss: 0.0312271 | val_loss: 0.0312255 | Time: 1988.66 ms [2022-04-12 04:10:55 main:581] : INFO : Epoch 1932 | loss: 0.0312275 | val_loss: 0.031226 | Time: 1987.06 ms [2022-04-12 04:10:57 main:581] : INFO : Epoch 1933 | loss: 0.0312298 | val_loss: 0.0312269 | Time: 2005.05 ms [2022-04-12 04:10:59 main:581] : INFO : Epoch 1934 | loss: 0.0312277 | val_loss: 0.0312253 | Time: 1968.09 ms [2022-04-12 04:11:01 main:581] : INFO : Epoch 1935 | loss: 0.031227 | val_loss: 0.0312253 | Time: 2021.28 ms [2022-04-12 04:11:03 main:581] : INFO : Epoch 1936 | loss: 0.0312278 | val_loss: 0.0312256 | Time: 1922.27 ms [2022-04-12 04:11:05 main:581] : INFO : Epoch 1937 | loss: 0.0312259 | val_loss: 0.031225 | Time: 1983.81 ms [2022-04-12 04:11:07 main:581] : INFO : Epoch 1938 | loss: 0.0312265 | val_loss: 0.031227 | Time: 1923.5 ms [2022-04-12 04:11:09 main:581] : INFO : Epoch 1939 | loss: 0.0312258 | val_loss: 0.0312255 | Time: 2007.13 ms [2022-04-12 04:11:11 main:581] : INFO : Epoch 1940 | loss: 0.031226 | val_loss: 0.0312249 | Time: 1962.65 ms [2022-04-12 04:11:12 main:581] : INFO : Epoch 1941 | loss: 0.0312253 | val_loss: 0.0312248 | Time: 1972.88 ms [2022-04-12 04:11:14 main:581] : INFO : Epoch 1942 | loss: 0.0312255 | val_loss: 0.0312255 | Time: 1949.75 ms [2022-04-12 04:11:16 main:581] : INFO : Epoch 1943 | loss: 0.0312265 | val_loss: 0.0312253 | Time: 1984.23 ms [2022-04-12 04:11:18 main:581] : INFO : Epoch 1944 | loss: 0.031225 | val_loss: 0.0312246 | Time: 1993.69 ms [2022-04-12 04:11:20 main:581] : INFO : Epoch 1945 | loss: 0.0312257 | val_loss: 0.0312258 | Time: 1964.08 ms [2022-04-12 04:11:22 main:581] : INFO : Epoch 1946 | loss: 0.0312256 | val_loss: 0.0312245 | Time: 1998.72 ms [2022-04-12 04:11:24 main:581] : INFO : Epoch 1947 | loss: 0.0312246 | val_loss: 0.0312249 | Time: 2007.57 ms [2022-04-12 04:11:26 main:581] : INFO : Epoch 1948 | loss: 0.0312248 | val_loss: 0.0312244 | Time: 1959.54 ms [2022-04-12 04:11:28 main:581] : INFO : Epoch 1949 | loss: 0.0312251 | val_loss: 0.031227 | Time: 1949.02 ms [2022-04-12 04:11:30 main:581] : INFO : Epoch 1950 | loss: 0.0312293 | val_loss: 0.031226 | Time: 1962.68 ms [2022-04-12 04:11:32 main:581] : INFO : Epoch 1951 | loss: 0.0312288 | val_loss: 0.0312301 | Time: 1981.74 ms [2022-04-12 04:11:34 main:581] : INFO : Epoch 1952 | loss: 0.0312382 | val_loss: 0.0312369 | Time: 1973.23 ms [2022-04-12 04:11:36 main:581] : INFO : Epoch 1953 | loss: 0.0312365 | val_loss: 0.0312395 | Time: 1956.13 ms [2022-04-12 04:11:38 main:581] : INFO : Epoch 1954 | loss: 0.0312407 | val_loss: 0.0312349 | Time: 1984.73 ms [2022-04-12 04:11:40 main:581] : INFO : Epoch 1955 | loss: 0.0312352 | val_loss: 0.0312359 | Time: 1988.18 ms [2022-04-12 04:11:42 main:581] : INFO : Epoch 1956 | loss: 0.0312334 | val_loss: 0.0312348 | Time: 2019.02 ms [2022-04-12 04:11:44 main:581] : INFO : Epoch 1957 | loss: 0.0312361 | val_loss: 0.0312436 | Time: 1994.27 ms [2022-04-12 04:11:46 main:581] : INFO : Epoch 1958 | loss: 0.0312395 | val_loss: 0.0312425 | Time: 1981.1 ms [2022-04-12 04:11:48 main:581] : INFO : Epoch 1959 | loss: 0.0312399 | val_loss: 0.0312425 | Time: 1991.94 ms [2022-04-12 04:11:50 main:581] : INFO : Epoch 1960 | loss: 0.0312389 | val_loss: 0.0312433 | Time: 1991.96 ms [2022-04-12 04:11:52 main:581] : INFO : Epoch 1961 | loss: 0.0312386 | val_loss: 0.0312442 | Time: 2001.99 ms [2022-04-12 04:11:54 main:581] : INFO : Epoch 1962 | loss: 0.0312378 | val_loss: 0.0312438 | Time: 1981.74 ms [2022-04-12 04:11:56 main:581] : INFO : Epoch 1963 | loss: 0.0312377 | val_loss: 0.0312424 | Time: 1946.15 ms [2022-04-12 04:11:58 main:581] : INFO : Epoch 1964 | loss: 0.0312376 | val_loss: 0.0312426 | Time: 1948.54 ms [2022-04-12 04:12:00 main:581] : INFO : Epoch 1965 | loss: 0.0312376 | val_loss: 0.0312423 | Time: 1976.86 ms [2022-04-12 04:12:02 main:581] : INFO : Epoch 1966 | loss: 0.0312375 | val_loss: 0.0312419 | Time: 1997.09 ms [2022-04-12 04:12:04 main:581] : INFO : Epoch 1967 | loss: 0.0312371 | val_loss: 0.0312419 | Time: 1967.06 ms [2022-04-12 04:12:06 main:581] : INFO : Epoch 1968 | loss: 0.0312368 | val_loss: 0.0312416 | Time: 1953.32 ms [2022-04-12 04:12:08 main:581] : INFO : Epoch 1969 | loss: 0.0312367 | val_loss: 0.0312414 | Time: 1978.8 ms [2022-04-12 04:12:10 main:581] : INFO : Epoch 1970 | loss: 0.0312373 | val_loss: 0.0312416 | Time: 1939.66 ms [2022-04-12 04:12:12 main:581] : INFO : Epoch 1971 | loss: 0.0312371 | val_loss: 0.0312432 | Time: 2000.94 ms [2022-04-12 04:12:14 main:581] : INFO : Epoch 1972 | loss: 0.0312371 | val_loss: 0.0312454 | Time: 1960.11 ms [2022-04-12 04:12:16 main:581] : INFO : Epoch 1973 | loss: 0.0312377 | val_loss: 0.0312417 | Time: 2019.77 ms [2022-04-12 04:12:18 main:581] : INFO : Epoch 1974 | loss: 0.031237 | val_loss: 0.0312409 | Time: 2014.74 ms [2022-04-12 04:12:20 main:581] : INFO : Epoch 1975 | loss: 0.031238 | val_loss: 0.031243 | Time: 1961.1 ms [2022-04-12 04:12:22 main:581] : INFO : Epoch 1976 | loss: 0.031237 | val_loss: 0.0312412 | Time: 1993.75 ms [2022-04-12 04:12:24 main:581] : INFO : Epoch 1977 | loss: 0.0312356 | val_loss: 0.0312411 | Time: 1991.6 ms [2022-04-12 04:12:26 main:581] : INFO : Epoch 1978 | loss: 0.0312365 | val_loss: 0.0312408 | Time: 1980.87 ms [2022-04-12 04:12:28 main:581] : INFO : Epoch 1979 | loss: 0.0312368 | val_loss: 0.0312412 | Time: 1964.69 ms [2022-04-12 04:12:30 main:581] : INFO : Epoch 1980 | loss: 0.0312352 | val_loss: 0.0312414 | Time: 1942.14 ms [2022-04-12 04:12:32 main:581] : INFO : Epoch 1981 | loss: 0.0312366 | val_loss: 0.0312393 | Time: 2023.18 ms [2022-04-12 04:12:34 main:581] : INFO : Epoch 1982 | loss: 0.0312343 | val_loss: 0.0312384 | Time: 1964.82 ms [2022-04-12 04:12:36 main:581] : INFO : Epoch 1983 | loss: 0.031233 | val_loss: 0.0312403 | Time: 2007.32 ms [2022-04-12 04:12:38 main:581] : INFO : Epoch 1984 | loss: 0.0312335 | val_loss: 0.0312374 | Time: 2012.98 ms [2022-04-12 04:12:40 main:581] : INFO : Epoch 1985 | loss: 0.0312327 | val_loss: 0.0312373 | Time: 2034.06 ms [2022-04-12 04:12:42 main:581] : INFO : Epoch 1986 | loss: 0.0312327 | val_loss: 0.0312379 | Time: 2002.08 ms [2022-04-12 04:12:44 main:581] : INFO : Epoch 1987 | loss: 0.031233 | val_loss: 0.0312368 | Time: 1996.93 ms [2022-04-12 04:12:46 main:581] : INFO : Epoch 1988 | loss: 0.0312334 | val_loss: 0.0312366 | Time: 2000.24 ms [2022-04-12 04:12:48 main:581] : INFO : Epoch 1989 | loss: 0.0312328 | val_loss: 0.0312375 | Time: 2008.34 ms [2022-04-12 04:12:50 main:581] : INFO : Epoch 1990 | loss: 0.0312318 | val_loss: 0.0312366 | Time: 2030.38 ms [2022-04-12 04:12:52 main:581] : INFO : Epoch 1991 | loss: 0.0312316 | val_loss: 0.0312391 | Time: 2004.25 ms [2022-04-12 04:12:54 main:581] : INFO : Epoch 1992 | loss: 0.0312325 | val_loss: 0.0312448 | Time: 1993.38 ms [2022-04-12 04:12:56 main:581] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 1977.16 ms [2022-04-12 04:12:58 main:581] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 2018.4 ms [2022-04-12 04:13:00 main:581] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 1981.33 ms [2022-04-12 04:13:02 main:581] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 1951.44 ms [2022-04-12 04:13:04 main:581] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 1925.66 ms [2022-04-12 04:13:06 main:581] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 1921.24 ms [2022-04-12 04:13:07 main:581] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 1887.08 ms [2022-04-12 04:13:09 main:581] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 1971.66 ms [2022-04-12 04:13:11 main:581] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 1971.08 ms [2022-04-12 04:13:13 main:581] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 1876.52 ms [2022-04-12 04:13:15 main:581] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 1940.14 ms [2022-04-12 04:13:17 main:581] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 1920.95 ms [2022-04-12 04:13:19 main:581] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 1957.27 ms [2022-04-12 04:13:21 main:581] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 1971.71 ms [2022-04-12 04:13:23 main:581] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 1971.05 ms [2022-04-12 04:13:25 main:581] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 1879.51 ms [2022-04-12 04:13:27 main:581] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 1894.99 ms [2022-04-12 04:13:29 main:581] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 1956 ms [2022-04-12 04:13:31 main:581] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 1933.77 ms [2022-04-12 04:13:33 main:581] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 1924.84 ms [2022-04-12 04:13:35 main:581] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 1953.39 ms [2022-04-12 04:13:37 main:581] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 1970.07 ms [2022-04-12 04:13:38 main:581] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 1963.07 ms [2022-04-12 04:13:40 main:581] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 1922.6 ms [2022-04-12 04:13:42 main:581] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 1966.44 ms [2022-04-12 04:13:44 main:581] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 1930.9 ms [2022-04-12 04:13:46 main:581] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 1927.72 ms [2022-04-12 04:13:48 main:581] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 1952.23 ms [2022-04-12 04:13:50 main:581] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1946.82 ms [2022-04-12 04:13:52 main:581] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1950.48 ms [2022-04-12 04:13:54 main:581] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1948.96 ms [2022-04-12 04:13:56 main:581] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1958.32 ms [2022-04-12 04:13:58 main:581] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1945.38 ms [2022-04-12 04:14:00 main:581] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1953.9 ms [2022-04-12 04:14:02 main:581] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1946.44 ms [2022-04-12 04:14:04 main:581] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1964.19 ms [2022-04-12 04:14:06 main:581] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1927.75 ms [2022-04-12 04:14:08 main:581] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1975.66 ms [2022-04-12 04:14:10 main:581] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1968.43 ms [2022-04-12 04:14:12 main:581] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1957.15 ms [2022-04-12 04:14:14 main:581] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1907.84 ms [2022-04-12 04:14:15 main:581] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1930.97 ms [2022-04-12 04:14:17 main:581] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1931.75 ms [2022-04-12 04:14:19 main:581] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1977.42 ms [2022-04-12 04:14:21 main:581] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1874.35 ms [2022-04-12 04:14:23 main:581] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1964.47 ms [2022-04-12 04:14:25 main:581] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1936.16 ms [2022-04-12 04:14:27 main:581] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1962.38 ms [2022-04-12 04:14:29 main:581] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1982.84 ms [2022-04-12 04:14:31 main:581] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1923.37 ms [2022-04-12 04:14:33 main:581] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1957.93 ms [2022-04-12 04:14:35 main:581] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1978.83 ms [2022-04-12 04:14:37 main:581] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1954.13 ms [2022-04-12 04:14:39 main:581] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1895 ms [2022-04-12 04:14:41 main:581] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1903.16 ms [2022-04-12 04:14:43 main:581] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1929.97 ms [2022-04-12 04:14:43 main:604] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-04-12 04:14:43 main:610] : INFO : Saving end state to config to file [2022-04-12 04:14:43 main:615] : INFO : Success, exiting.. 04:14:43 (274829): 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)