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microsoft
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lightgbm-benchmark
Benchmark tools for LightGBM
MIT License
14
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7
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[fix] add metrics driver initialization in RayScript
#229
jfomhover
closed
2 years ago
2
Implement classic AzureML log reporting class (as backup)
#228
jfomhover
closed
2 years ago
2
HotFix: specify pip version that works for our build
#227
jfomhover
closed
2 years ago
2
Add perf reporting to RayScript class
#226
jfomhover
closed
2 years ago
2
Add header in test data and unit tests
#225
jfomhover
closed
2 years ago
2
Add force param to azureml_connect call to allow for tenant switch
#224
jfomhover
closed
2 years ago
2
Implement LightGBM/Ray training component
#223
jfomhover
closed
2 years ago
2
Implement log_artifact methods in metrics logger
#222
jfomhover
closed
2 years ago
2
Add readable "display name" for each step
#221
jfomhover
closed
2 years ago
2
Add header in synthetic data generator
#220
jfomhover
closed
2 years ago
2
Implement a RayTune capable component for LightGBM/Ray
#219
jfomhover
closed
2 years ago
0
Rationalize the use of custom builds in AzureML environments (sdk2.0 ready?)
#218
jfomhover
opened
2 years ago
0
Use "socket" as default comm in distributed lightgbm training + prepare for training framework comparison
#217
jfomhover
closed
2 years ago
2
Add url after submit, and show warning to add +run.submit=true
#216
jfomhover
closed
2 years ago
2
Implement Lightgbm/Ray for inferencing with new RayScript helper class for AzureML integration
#215
jfomhover
closed
2 years ago
2
added ranking data generation
#214
AliMahmoudzadeh
closed
2 years ago
2
Fix docs on Designer UI by using rel paths
#213
jfomhover
closed
2 years ago
2
Upgrade to latest shrike+azuremlsdk, add tags to datasets
#212
jfomhover
closed
2 years ago
2
Generate bigger synthetic data using per-batch generation [regression only]
#211
jfomhover
closed
2 years ago
2
Write tutorial to import components in Designer UI
#210
jfomhover
closed
2 years ago
2
Make MPI initialization optional and use OMPI env vars for world discovery
#209
jfomhover
closed
2 years ago
2
Add all pipeline to unit tests and build
#208
jfomhover
closed
2 years ago
2
[WIP] generating ranking data and using transform
#207
AliMahmoudzadeh
opened
2 years ago
0
Change conf/pipeline directory structure and update all docs
#206
jfomhover
closed
2 years ago
2
Add tests to MPIHandler
#205
jfomhover
closed
2 years ago
2
Implement tests on MultiNodeScript class by separating mpi initialization
#204
jfomhover
closed
2 years ago
2
Rewrite training pipeline without Shrike
#203
jfomhover
closed
2 years ago
2
Rewrite inferencing pipeline without Shrike
#202
jfomhover
closed
2 years ago
2
Add two action status badges
#201
dkmiller
closed
2 years ago
2
add try/except around component run
#200
jfomhover
closed
2 years ago
2
Make github actions manually triggered
#199
jfomhover
closed
2 years ago
2
Use github action to test all dockerfiles in script directories (defaults)
#198
jfomhover
closed
2 years ago
2
Implement unit tests for inferencing scripts using binaries
#197
jfomhover
closed
2 years ago
2
MPI initialization fails when running unit tests on multiple distributed components
#196
jfomhover
closed
2 years ago
0
Extend coverage: add unit tests where they miss most
#195
jfomhover
closed
2 years ago
2
Update build to integrate code coverage
#194
jfomhover
closed
2 years ago
2
Add a perf metric collector to ensure number of measures stays under control
#193
jfomhover
closed
2 years ago
1
Adding perf metrics to each node in both single and multi node scripts
#192
jfomhover
closed
2 years ago
2
Create unit tests for component class
#191
jfomhover
closed
2 years ago
1
Remove singleton from MetricsLogger
#190
jfomhover
closed
2 years ago
1
Create performance reporting thread for single node components
#189
jfomhover
closed
2 years ago
1
Create distinct class for single node and multi node, with shared utility functions
#188
jfomhover
closed
2 years ago
1
Write specifications for all inferencing modules and align
#187
jfomhover
opened
3 years ago
0
Add support for Lightgbm-transform (freeform2)
#186
AliMahmoudzadeh
opened
3 years ago
0
Communicate all lightgbm distributed metrics into node 0 for surfacing as aggregate
#185
jfomhover
opened
3 years ago
1
Reduce the number of metrics produced by distributed training
#184
jfomhover
closed
3 years ago
0
Reduce the number of metrics in lightgbm training to allow for distributed jobs
#183
jfomhover
closed
3 years ago
1
verify arguments of manual benchmark and align with scripts
#182
jfomhover
closed
3 years ago
1
Fix conda dependencies to add common required package psutil
#181
jfomhover
closed
3 years ago
1
Unify latency metrics inside a helper function
#180
jfomhover
closed
3 years ago
1
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