Ecosyste.ms: Issues
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GitHub / szilard/gbm-perf issues and pull requests
#59 - 2024 updates - c7.metal (Intel & AMD) + multicore scaling
Issue -
State: open - Opened by szilard 5 months ago
- 4 comments
Labels: analysis
#59 - 2024 updates - c7.metal (Intel & AMD) + multicore scaling
Issue -
State: open - Opened by szilard 5 months ago
- 4 comments
Labels: analysis
#58 - historical performance (2017-2024)
Issue -
State: open - Opened by szilard 6 months ago
Labels: analysis
#57 - 2024 updates - GPU: A10 / L4 / A100 / H100
Issue -
State: open - Opened by szilard 6 months ago
- 1 comment
Labels: analysis, in-readme
#57 - 2024 updates - GPU: A10 / L4 / A100 / H100
Issue -
State: open - Opened by szilard 6 months ago
- 1 comment
Labels: analysis, in-readme
#56 - 2024 updates - CPU: m7i / c7i / r7i
Issue -
State: open - Opened by szilard 6 months ago
Labels: analysis, in-readme
#56 - 2024 updates - CPU: m7i / c7i / r7i
Issue -
State: open - Opened by szilard 6 months ago
Labels: analysis, in-readme
#55 - Ray XGboost
Issue -
State: open - Opened by szilard almost 3 years ago
- 8 comments
Labels: analysis
#55 - Ray XGboost
Issue -
State: open - Opened by szilard almost 3 years ago
- 8 comments
Labels: analysis
#54 - may you clarify which data you used ?
Issue -
State: closed - Opened by Sandy4321 over 3 years ago
- 1 comment
#54 - may you clarify which data you used ?
Issue -
State: closed - Opened by Sandy4321 over 3 years ago
- 1 comment
#53 - TensorFlow Decision Forests
Issue -
State: open - Opened by szilard over 3 years ago
- 11 comments
Labels: analysis
#53 - TensorFlow Decision Forests
Issue -
State: open - Opened by szilard over 3 years ago
- 11 comments
Labels: analysis
#52 - tabnet (pytorch-tabnet)
Issue -
State: open - Opened by szilard over 3 years ago
- 41 comments
Labels: analysis
#52 - tabnet (pytorch-tabnet)
Issue -
State: open - Opened by szilard over 3 years ago
- 41 comments
Labels: analysis
#51 - Dask lightgbm
Issue -
State: open - Opened by szilard almost 4 years ago
- 5 comments
Labels: analysis
#51 - Dask lightgbm
Issue -
State: open - Opened by szilard almost 4 years ago
- 5 comments
Labels: analysis
#50 - Dask xgboost
Issue -
State: open - Opened by szilard almost 4 years ago
- 9 comments
Labels: analysis
#50 - Dask xgboost
Issue -
State: open - Opened by szilard almost 4 years ago
- 9 comments
Labels: analysis
#49 - Dask (xgboost and lightgbm with Dask) -- likely WRONG results
Issue -
State: closed - Opened by szilard almost 4 years ago
- 8 comments
#49 - Dask (xgboost and lightgbm with Dask) -- likely WRONG results
Issue -
State: closed - Opened by szilard almost 4 years ago
- 8 comments
#48 - Run on p4d.24xlarge with A100-SXM4-40GB GPU
Issue -
State: closed - Opened by szilard almost 4 years ago
- 1 comment
#48 - Run on p4d.24xlarge with A100-SXM4-40GB GPU
Issue -
State: closed - Opened by szilard almost 4 years ago
- 1 comment
#47 - XGBoost CPU speed by version
Issue -
State: closed - Opened by szilard almost 4 years ago
- 1 comment
#47 - XGBoost CPU speed by version
Issue -
State: closed - Opened by szilard almost 4 years ago
- 1 comment
#46 - results on instances with smaller amount of cores m5.4xlarge (16 cores=8+8HT)
Issue -
State: closed - Opened by szilard almost 4 years ago
- 1 comment
#46 - results on instances with smaller amount of cores m5.4xlarge (16 cores=8+8HT)
Issue -
State: closed - Opened by szilard almost 4 years ago
- 1 comment
#45 - use CLI flags instead of sed for LightGBM GPU install
Pull Request -
State: closed - Opened by jameslamb almost 4 years ago
- 3 comments
#45 - use CLI flags instead of sed for LightGBM GPU install
Pull Request -
State: closed - Opened by jameslamb almost 4 years ago
- 3 comments
#44 - Random Forests
Issue -
State: open - Opened by szilard about 4 years ago
- 11 comments
Labels: analysis
#44 - Random Forests
Issue -
State: open - Opened by szilard about 4 years ago
- 11 comments
Labels: analysis
#43 - LightGBM weird multi-core scaling
Issue -
State: closed - Opened by szilard about 4 years ago
- 2 comments
#43 - LightGBM weird multi-core scaling
Issue -
State: closed - Opened by szilard about 4 years ago
- 2 comments
#42 - c5a.24xlarge (AMD) & multicore scaling
Issue -
State: open - Opened by szilard about 4 years ago
- 3 comments
Labels: analysis
#42 - c5a.24xlarge (AMD) & multicore scaling
Issue -
State: open - Opened by szilard about 4 years ago
- 3 comments
Labels: analysis
#41 - c5.metal & multicore scaling
Issue -
State: open - Opened by szilard about 4 years ago
- 3 comments
Labels: analysis
#41 - c5.metal & multicore scaling
Issue -
State: open - Opened by szilard about 4 years ago
- 3 comments
Labels: analysis
#40 - xgboost multicore scaling and NUMA improvement by xgboost version
Issue -
State: closed - Opened by szilard about 4 years ago
- 2 comments
#40 - xgboost multicore scaling and NUMA improvement by xgboost version
Issue -
State: closed - Opened by szilard about 4 years ago
- 2 comments
#39 - h2o weird multi-core scaling
Issue -
State: closed - Opened by szilard about 4 years ago
- 4 comments
#39 - h2o weird multi-core scaling
Issue -
State: closed - Opened by szilard about 4 years ago
- 4 comments
#38 - lightgbm with categorical_feature encoding (instead of OHE)
Issue -
State: closed - Opened by szilard about 4 years ago
- 2 comments
Labels: lib special usage
#38 - lightgbm with categorical_feature encoding (instead of OHE)
Issue -
State: closed - Opened by szilard about 4 years ago
- 2 comments
Labels: lib special usage
#37 - [GPU] Result of LightGBM GPU seems strange
Issue -
State: closed - Opened by guolinke about 4 years ago
- 5 comments
#37 - [GPU] Result of LightGBM GPU seems strange
Issue -
State: closed - Opened by guolinke about 4 years ago
- 5 comments
#36 - sklearn HistGBT
Issue -
State: open - Opened by szilard about 4 years ago
- 23 comments
Labels: new product
#36 - sklearn HistGBT
Issue -
State: open - Opened by szilard about 4 years ago
- 23 comments
Labels: new product
#35 - aGTBoost
Issue -
State: open - Opened by szilard about 4 years ago
- 15 comments
Labels: new product
#35 - aGTBoost
Issue -
State: open - Opened by szilard about 4 years ago
- 15 comments
Labels: new product
#34 - Intel vs AMD
Issue -
State: open - Opened by szilard over 4 years ago
Labels: analysis
#34 - Intel vs AMD
Issue -
State: open - Opened by szilard over 4 years ago
Labels: analysis
#33 - install RCurl dependency that h2o requires
Pull Request -
State: closed - Opened by mluds almost 5 years ago
#33 - install RCurl dependency that h2o requires
Pull Request -
State: closed - Opened by mluds almost 5 years ago
#32 - issue to run the 'build' command
Issue -
State: closed - Opened by pint1022 about 5 years ago
- 3 comments
#32 - issue to run the 'build' command
Issue -
State: closed - Opened by pint1022 about 5 years ago
- 3 comments
#31 - Spark/xgboost integration
Issue -
State: open - Opened by szilard over 5 years ago
- 8 comments
Labels: analysis
#31 - Spark/xgboost integration
Issue -
State: open - Opened by szilard over 5 years ago
- 8 comments
Labels: analysis
#30 - Spark/h2o integration - sparkling water
Issue -
State: open - Opened by szilard over 5 years ago
- 3 comments
Labels: analysis
#30 - Spark/h2o integration - sparkling water
Issue -
State: open - Opened by szilard over 5 years ago
- 3 comments
Labels: analysis
#29 - CPU multicore and NUMA - updated results from old GBM-multicore repo
Issue -
State: open - Opened by szilard over 5 years ago
- 6 comments
Labels: analysis, in-readme
#28 - Add Microsoft EBM (Explainable Boosting Machine)
Issue -
State: open - Opened by mratsim over 5 years ago
- 4 comments
Labels: new product
#27 - Concurrent scaling (CPU/GPU) - ml-perf repo by @Laurae2
Issue -
State: open - Opened by szilard over 5 years ago
- 1 comment
Labels: analysis
#26 - Quiz of the day Answers (quiz on twitter)
Issue -
State: open - Opened by szilard over 5 years ago
- 1 comment
Labels: keep
#25 - fix NVIDIA reference to uppercase
Pull Request -
State: closed - Opened by daroczig over 5 years ago
#24 - xgboost on old / low-end laptop vs Spark cluster
Issue -
State: open - Opened by szilard over 5 years ago
- 3 comments
Labels: analysis
#23 - xgboost Exact performance
Issue -
State: closed - Opened by Laurae2 over 5 years ago
#22 - CPU Single threaded performance
Issue -
State: open - Opened by szilard over 5 years ago
- 8 comments
Labels: analysis
#21 - Spark cluster
Issue -
State: open - Opened by szilard over 5 years ago
- 13 comments
Labels: analysis, in-readme
#20 - Spark logistic regression (for comparison)
Issue -
State: open - Opened by szilard over 5 years ago
- 3 comments
Labels: analysis, in-readme
#19 - Spark MLlib GBT 4d (for demos)
Issue -
State: closed - Opened by szilard over 5 years ago
- 3 comments
Labels: analysis
#18 - Spark MLlib GBT 100M dataset
Issue -
State: open - Opened by szilard over 5 years ago
- 6 comments
Labels: analysis, in-readme
#17 - Spark MLlib GBT
Issue -
State: open - Opened by szilard over 5 years ago
- 6 comments
Labels: analysis, in-readme
#16 - catboost ordered vs plain
Issue -
State: closed - Opened by szilard over 5 years ago
Labels: lib special usage
#15 - pygbm
Issue -
State: closed - Opened by szilard over 5 years ago
- 1 comment
Labels: new product
#14 - 100 million data results
Issue -
State: open - Opened by Laurae2 over 5 years ago
- 10 comments
Labels: analysis, in-readme
#13 - CPU performance on different CPUs and multi-socket (NUMA) servers
Issue -
State: open - Opened by szilard over 5 years ago
- 5 comments
Labels: analysis, in-readme
#12 - GPU performance for Quadro P1000 (and 4 GPUs)
Issue -
State: open - Opened by Laurae2 over 5 years ago
- 11 comments
Labels: analysis
#11 - GPU utilization patterns
Issue -
State: open - Opened by szilard over 5 years ago
- 6 comments
Labels: analysis, in-readme
#9 - xgboost CPU slowdown (on some servers/high number of cores)
Issue -
State: closed - Opened by szilard over 5 years ago
- 6 comments
Labels: issue upstream
#8 - would it be possible to add Catboost?
Issue -
State: closed - Opened by ypopkov over 6 years ago
- 1 comment
#7 - h2o4gpu results
Issue -
State: open - Opened by szilard over 6 years ago
- 2 comments
Labels: new product
#6 - KDD conference - let's meet
Issue -
State: closed - Opened by szilard over 7 years ago
- 3 comments
#5 - lightgbm: better matching hyperparams
Issue -
State: open - Opened by guolinke over 7 years ago
- 10 comments
Labels: lib special usage
#4 - catboost initial results
Issue -
State: open - Opened by szilard over 7 years ago
- 44 comments
Labels: keep
#3 - Problem with GPU version of XGBoost
Issue -
State: closed - Opened by miguelgfierro over 7 years ago
- 3 comments
#2 - lightgbm categorical values from R
Issue -
State: closed - Opened by szilard over 7 years ago
- 22 comments
Labels: lib special usage
#1 - Can MLDB do GBM?
Issue -
State: closed - Opened by szilard over 7 years ago
Labels: new product