Thanks for putting this release together.
Installed dmg on macOS
Big Sur 11.2.3
PostgreSQL 11.6 on x86_64-apple-darwin18.7.0, compiled by Apple LLVM version
10.0.1 (clang-1001.0.46.4), 64-bit
install check passed
dev check passed
spot checked multiple methods and they worked fine for me
+1 (binding)
________________________________
From: Nikhil Kak <n...@vmware.com>
Sent: Wednesday, March 31, 2021 5:38 PM
To: dev@madlib.apache.org <dev@madlib.apache.org>; u...@madlib.apache.org
<u...@madlib.apache.org>
Subject: [VOTE] MADlib v1.18.0-rc1
Hello Apache MADlib community,
This is the vote for Apache MADlib 1.18.0 Release (RC1). It provides the source
release tarball and convenience binaries.
The vote will run for at least 72 hours and will close on Monday, April 5th,
2021 @ 00:39 UTC ( 17:39 PDT). A minimum of 3 binding +1 votes and more binding
+1 than binding -1 are required to pass.
The main goals of this release are:
New features
- DL: setup methods for grid search and random search (MADLIB-1439)
- DL: Add support for custom loss functions (MADLIB-1441)
- DL: Hyperband phase 1 - print run schedule (MADLIB-1445)
- DL: Hyperband phase 2 - generate MST table (MADLIB-1446)
- DL: Hyperband phase 3 - logic for diagonal runs (MADLIB-1447)
- DL: Hyperband phase 4 - implement full logic with default params
(MADLIB-1448)
- DL: Hyperband phase 5 - implement full logic with optional params
(MADLIB-1449)
- AutoML: add Hyperopt for deep learning (MADLIB-1453)
- DL: Add Multiple input/output support to load, fit, and evaluate
(MADLIB-1457)
- DL: Add multiple input/output support on advanced features (MADLIB-1458)
- DL: add caching param to autoML interface (MADLIB-1461)
- DL: Add support for TensorBoard (MADLIB-1474)
- DBSCAN clustering algo - phase 1 (MADLIB-1017)
Improvements:
- DL: cache data to speed training (MADLIB-1427)
- DL: reduce GPU idle time between hops (MADLIB-1428)
- DL: utility to load and delete custom Python functions (MADLIB-1429)
- DL: support custom loss functions (MADLIB-1432)
- DL: support custom metrics (MADLIB-1433)
- DL: Fit multiple does not print timing for validation evaluate
(MADLIB-1462)
- DL: Fix gpu_memory_fraction for distribution_policy != 'all_segments'
(MADLIB-1463)
- DL: add object table info in load MST table utility function (MADLIB-1430)
- DL: improve speed of evaluate for multiple model training (MADLIB-1431)
- DL: improve existing grid search method (MADLIB-1440)
- DL: Remove dependency on keras (MADLIB-1450)
- DL: Improve output of predict (MADLIB-1451)
- DL: Add top n to evalute() (MADLIB-1452)
- DL - Write best so far to console for autoML methods (MADLIB-1454)
- Do not try to drop output tables (MADLIB-1442)
- Prevent an "integer out of range" exception in linear regression train
(MADLIB-1460)
Bug fixes:
- DL: Fix fit_multiple when output_table or mst_table is passed as NULL
(MADLIB-1464)
- DL: Iris predict accuracy has regressed (MADLIB-1465)
- DL: madlib_keras_fit_multiple_model goes down with an IndexError: tuple
index out of range (MADLIB-1467)
- DL: Crash in fit_multiple when any model reaches loss=nan (MADLIB-1443)
- DL: BYOM fails at get_num_classes (MADLIB-1472)
- DL: Hyperband cumulative output time is not correct (MADLIB-1456)
- check bigint support for all graph methods (MADLIB-1444)
- MLP: weights param not working (MADLIB-1471)
Other:
- Create build trigger jobs on cloudbees (MADLIB-1466)
1.18.0 docs available here:
https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fmadlib.apache.org%2Fdocs%2Frc%2Findex.html&data=04%7C01%7Cfmcquillan%40vmware.com%7C6bbec0b20edc4832405c08d8f4a67656%7Cb39138ca3cee4b4aa4d6cd83d9dd62f0%7C0%7C0%7C637528343074918873%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=CDOeCBCexQ4y5EFtNMHcyifBB2H7f78xaK%2BtcPYDOXQ%3D&reserved=0
For additional information, please see:
https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcwiki.apache.org%2Fconfluence%2Fdisplay%2FMADLIB%2FMADlib%2B1.18.0&data=04%7C01%7Cfmcquillan%40vmware.com%7C6bbec0b20edc4832405c08d8f4a67656%7Cb39138ca3cee4b4aa4d6cd83d9dd62f0%7C0%7C0%7C637528343074918873%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=xZJRMgJ99cS3SrMr%2BsBb8087ATrPVyu3nUV2HPtEI00%3D&reserved=0
Here are the release artifact details:
Source release tag to be voted on: rc/1.18.0-rc1, located here:
https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgit-wip-us.apache.org%2Frepos%2Fasf%3Fp%3Dmadlib.git%3Ba%3Dtag%3Bh%3Drefs%2Ftags%2Frc%2F1.18.0-rc1&data=04%7C01%7Cfmcquillan%40vmware.com%7C6bbec0b20edc4832405c08d8f4a67656%7Cb39138ca3cee4b4aa4d6cd83d9dd62f0%7C0%7C0%7C637528343074918873%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=fGQ7EqClTHrmRsY8oy6%2FM5og78gkXLgyLUtZWSlf5xM%3D&reserved=0
Source release tarball can be retrieved from the following locations:
Package:
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Convenience binary packages can be retrieved from the following
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Package:
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CentOS 7.* GPDB 5.* & 6.*, PostgreSQL 11 & 12 (compiled with gcc 4.8.5)
Package:
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Ubuntu 18.04 GPDB 6.*, PostgreSQL 11 & 12 (compiled with gcc 7.4.0)
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To help in tallying the vote, PMC members please be sure to indicate
“(binding)” with the vote.
[ ] +1 approve
[ ] +0 no opinion
[ ] -1 disapprove (and reason why)
Best regards,
Nikhil Kak <n...@apache.org>
