Releases: google/vizier
Releases · google/vizier
v0.1.24
What's Changed
-
- Fix SQL datastore's commit logic by @copybara-service in #1235
Full Changelog: v0.1.23...v0.1.24
v0.1.23
What's Changed
- Update to Python 3.12 CI to be foward-looking. by @copybara-service in #1231
- Change back to 3.11 - apparently 3.12 has some test failures in
performance_test.py. by @copybara-service in #1232 - Relax grpc to 1.66.2 by @copybara-service in #1233
- Remove
grpcio-toolsfromrequirements.txt, it turns out it's not actually needed - only relevant during building andsetup.py! Also downgradegrpcioto minimum version which supports Py3.11 by @copybara-service in #1234
Full Changelog: v0.1.22...v0.1.23
v0.1.22
What's Changed
- Supports the Separable kernel in
VizierGaussianProcessfor multimetric problems. by @copybara-service in #1223 - Supports more multitask types in GP-based designers by @copybara-service in #1224
- Trial and metric padding is not yet supported for multimetric problems in GP-UCB-PE. by @copybara-service in #1225
- Relax versions for benchmark requirements, per #1222 (comment) by @copybara-service in #1226
- Update grpcio and grpcio-tools. Previous versions break Python11. See this thread: grpc/grpc#31934 by @copybara-service in #1229
Full Changelog: v0.1.21...v0.1.22
v0.1.21
What's Changed
- Allow arms to have alphabetical names. by @copybara-service in #1190
- Add dev version in README and slightly improve supported algorithms writing by @copybara-service in #1194
- Small fix on raytune conversion: Integer.high is exclusive actually: https://docs.ray.io/en/latest/_modules/ray/tune/search/sample.html#randint, but we're inclusive. by @copybara-service in #1195
- Support
xs_cutofffor the convergence curves comparators. by @copybara-service in #1192 - Update description of Eagle hyper-params. by @copybara-service in #1196
- Tidy
clients.pyfollowing https://github.com/ray-project/ray/pull/48684/files#r1854943374, useResourceNotFoundErrorif study is not found. by @copybara-service in #1200 - Allow numpy 2.0 by @copybara-service in #1202
- Small aesthetic doc fixes by @copybara-service in #1203
- Resolve unsoundness caught by pytype --strict-none-binding. by @copybara-service in #1209
- Allows dependency injection of the GP model into the
GP_UCB_PEdesigner by @copybara-service in #1208 - Allows dependency injection of random sampling and projection functions to VectorizedEagle by @copybara-service in #1210
- Minor refactor of
GP_UCB_PEby @copybara-service in #1211 - Adds multi-metric support to
GP_UCB_PEby @copybara-service in #1217 - Updating Pytype None check for eagle_strategy.py by @copybara-service in #1197
- Is_parallel should be False for scalarized GP_BANDIT, as it doesn't allow for multimetric batch. by @copybara-service in #1221
- Update docs and version due to multiobjective in GP-UCB-PE by @copybara-service in #1220
Full Changelog: v0.1.20...v0.1.21
v0.1.20
What's Changed
- Support for handling singleton params for Pythia by @copybara-service in #1186
- Add commit / rollback SQLA on commands which edit the database on harddisk. See #1187. Originally executions only occurred in memory but weren't saved to harddisk. by @copybara-service in #1188
Full Changelog: v0.1.19...v0.1.20
v0.1.19
What's Changed
- Add/edit explanation to some areas of the Eagle optimizer implementation. by @copybara-service in #1155
- Add a TODO by @copybara-service in #1159
- 1, Finish NormalizingExperimenter over all flat search spaces by using converters instead. by @copybara-service in #1161
- Handle edge case when all labels are NaN. by @copybara-service in #1162
- Remove emukit from oss list by @copybara-service in #1164
- Change NormalizingExperimenter to use (y - mean)/std instead by @copybara-service in #1165
- chore: Remove emukit by @copybara-service in #1163
- Adds
sampleandpredictmethods to GP-UCB-PE designer. by @copybara-service in #1167 - Fix a bug in the ParameterValueConverter introduced by numpy 2.0.1 (see cl/677725110). by @copybara-service in #1170
- Allow ports to be defined by users if really needed. #1098 by @copybara-service in #1171
- Fix RTD issues by @copybara-service in #1173
- Add multi-arm experimenters by @copybara-service in #1172
- Increases the default signal-to-noise threshold for
gp_ucb_pe.VizierGPUCBPEBanditby @copybara-service in #1177 - Increases the default signal-to-noise threshold for
gp_ucb_pe.VizierGPUCBPEBanditby @copybara-service in #1178 - Enables
float64in scheduled_designer_test by @copybara-service in #1179 - Increases the default signal-to-noise threshold for
gp_ucb_pe.VizierGPUCBPEBanditby @copybara-service in #1180 - Update Jax version to fix CI errors by @copybara-service in #1182
- Patch Eagle designer to handle singleton parameters. by @copybara-service in #1181
Full Changelog: v0.1.18...v0.1.19
v0.1.18
What's Changed
- Fix bug in predict method of gp_bandit.py (not able to pass rng) by @copybara-service in #1146
- Fix xlabel and debug state analyzer histogram plot. by @copybara-service in #1147
- Make the client test fixture class generic so subclasses can write platform-specific tests. by @copybara-service in #1148
- Add return type of fig for plotting. by @copybara-service in #1149
- In the Halton quasi-random sampler, we were requesting D samples when we only by @copybara-service in #1151
- Relax numerical tolerance in preparation for xla:cpu update by @copybara-service in #1152
-
- Add AcquisitionOverScalarized (Scalarize distributions first to obtain scalar, then get UCB) by @copybara-service in #1153
-
- Add AcquisitionOverScalarized (Scalarize distributions first to obtain scalar, then get UCB) by @copybara-service in #1154
Full Changelog: v0.1.17...v0.1.18
v0.1.17
What's Changed
- Add decorator
@seed_with_defaultby @copybara-service in #1086 - Fix bug on allowed version name by @copybara-service in #1092
- Use TEST_PYPI secrets instead by @copybara-service in #1093
- Upgrade jax versions to avoid
DeviceArrayimport issues. by @copybara-service in #1094 - Support for infeasible trials in
ensemble_designerby @copybara-service in #1090 - ...added validation code to satisfy PyType Checks... by @copybara-service in #1096
- Adds the
pe_overwrite_probabilityparameter to theUCBPEConfigby @copybara-service in #1091 - Updates the default value for
pe_overwrite_probabilityby @copybara-service in #1101 - Add HashingInfeasibleExperimenter and ParameterRegionInfeasibleExperimenter to simulate infeasibility behaviors. by @copybara-service in #1104
- Add to public import infeasible experimenters by @copybara-service in #1105
- Parameterized the penalty factor and rename it. by @copybara-service in #1103
- Default trial seeding, without using scalers. by @copybara-service in #1088
- Implements a variant of
GP_UCB_PEthat performs exploration via set-optimization by @copybara-service in #1110 - Supports multi-batch dimensions in the trust region acquisition function. by @copybara-service in #1114
- Appends the first suggestion to active trials before generating the remaining suggestions in a batch by @copybara-service in #1116
- Passes prior features to set-acquisition optimization by @copybara-service in #1117
- Add a wrapper to allow fairer comparisons between Vizier and other raytune algorithms. by @copybara-service in #1118
- Small update by @copybara-service in #1106
- Add simple4d convergence test for gp bandit. by @copybara-service in #958
- Add BenchmarkRecord summarization tools. by @copybara-service in #1120
- Refactor experimenter factories by @copybara-service in #1121
- Add xlabel to PlotElement. by @copybara-service in #1123
- Deprecate predictive_fns.py from Vizier JAX. by @copybara-service in #1126
- Fix accidental bug in MultiObjectiveNumpyExperimenter by @copybara-service in #1129
- Aesthetic + small bug fixes to Vizier service by @copybara-service in #1130
- Revert Twine=5.0.0 to unblock deployment failures: pypa/twine#1125 by @copybara-service in #1131
- Enables
GP_UCB_PEto explore more aggressively in high-noise situations. by @copybara-service in #1133 - Change k = num_objectives - 1 by @copybara-service in #1134
- Use reference point and multiple scalarizations in ScalarizedAcquisition. by @copybara-service in #1135
- Vectorize the scalarization method instead of producing multiple class instances. This should run faster + reduce the jitted graph size (prevent RAM blowups) by @copybara-service in #1136
- Use 1000 scalarizations as default. Vectorization made it much faster to pass unit tests by @copybara-service in #1138
- Add Sample acquisition function to GP bandit. by @copybara-service in #1141
- Linear kernel refactor: Merge VizierGaussianProcess with VizierLinearGaussianProcess by @copybara-service in #1142
- Add max_scalarized to ScalarizedAcquisition. by @copybara-service in #1143
- Refactor multiobjective setup by @copybara-service in #1144
- Prepare for 0.1.7 release by cleaning up multiobjective. by @copybara-service in #1145
Full Changelog: v0.1.16...v0.1.17
v0.1.16
What's Changed
- Reduce duplicate code by @copybara-service in #1046
- Fix endpoint issues in pyglove colab. Should resolve #1044 by @copybara-service in #1047
- Fix link by @copybara-service in #1050
- Updates acquisition optimizer parameters for
GP_UCB_PEby @copybara-service in #1051 - Change subplot title depending on if experimenter key is present. by @copybara-service in #1052
- Adds an OSS GP_UCB_PE test by @copybara-service in #1061
- Incorporate infeasible trials into Eagle designer by @copybara-service in #1057
- Add more details on adaptive ensembling. by @copybara-service in #1066
- Internal clean up. by @copybara-service in #1064
- Adds shift to
InfeasibleWarperComponentand turns it on for the default output warper pipeline by @copybara-service in #1067 - Add Branin and Hartmann to public import by @copybara-service in #1068
- Update linear output warper to work nicely with jit caching. by @copybara-service in #1070
- Update logic for ensemble designer metadata failure into a log warning (in most cases). by @copybara-service in #1072
- Update scheduled params API by @copybara-service in #1073
- Stores per-suggestion latency in GP_UCB_PE suggestion timing metadata by @copybara-service in #1075
- Speed up pareto_rank computation. by @copybara-service in #1078
- Clarify and consolidate convergence curve scores by @copybara-service in #1076
- Serialize the scheduled designer. by @copybara-service in #1074
- Update benchmarking colab + reduce unnecessary imports by @copybara-service in #1081
- Simplify Ray benchmarks RTD by @copybara-service in #1082
- Update to 0.1.16 by @copybara-service in #1084
Full Changelog: v0.1.15...v0.1.16
v0.1.15
What's Changed
- Add GP_UCB_PE and make it the new default. by @copybara-service in #1042
Full Changelog: v0.1.14...v0.1.15