triton-inference-server/fil_backend

Issues

• Update compatibility matrix for Treelite/XGBoost version support

  #412 opened 20 days ago by wphicks
  0

• Does Nvidia Triton Inference Server Support AutoML(AutoGluon) framework?

  #410 opened a month ago by IamExperimenting
  0

• Does the FIL backend support the XGBoost base_margin feature?

  #408 opened a month ago by leslizhang
  1

• [FEA] Support XGBoost UBJSON model format

  #403 opened 2 months ago by hcho3
  0

• [CI] Collect dependency versions in a single YAML file

  #407 opened 2 months ago by hcho3
  0

• Error while running triton-server docker with fil backed on MacOS 14.3

  #400 opened 3 months ago by suvratjain1995
  0

• Add batch stats reporting to Triton

  #397 opened 4 months ago by hcho3
  1

• Error when compiling fil_backend

  #395 opened 5 months ago by nv-kmcgill53
  10

• Triton 24.04: Incorrect input type passed to GTIL predict()

  #391 opened 5 months ago by casassg
  10

• [FEA] Support categorical features when serving XGBoost models

  #389 opened 6 months ago by gfalcone
  2

• Support for HistGradientBoosting

  #355 opened 7 months ago by ogencoglu
  5

• Issue during load xgboost model from xgboost.json

  #378 opened 7 months ago by gawsoftpl
  5

• Use RAPIDS_DEPENDENCIES_VERSION for all Rapids dependencies

  #388 opened 7 months ago by hcho3
  0

• How to limit the number of CPU cores used by fil backend？

  #385 opened 7 months ago by SkyM31
  0

• Provide ARM release to allow support for FIL backend on Jetson and other ARM platforms

  #362 opened a year ago by blthayer
  20

• build fil_backend with docker encountered cmake error: rapids-cmake,rapids-cpm,rapids-cuda,rapids-export,rapids-find not found

  #380 opened 10 months ago by sunjiabin17
  1

• CMake build issue when using cmake --build

  #375 opened a year ago by Tabrizian
  0

• LLVM ERROR: out of memory

  #368 opened a year ago by sandeepb2013
  15

• Finalize 23.04 Release

  #352 opened a year ago by wphicks
  0

• _

  #356 opened a year ago by superhez
  1

• Correct documentation to indicate depth limit applies only to CPU shap

  #354 opened 2 years ago by wphicks
  1

• [BUG] Predict proba for cuml classifier with CPU backend broken

  #348 opened 2 years ago by RAMitchell
  0

• Finalize 23.02 release

  #332 opened 2 years ago by wphicks
  0

• Upgrade to RAPIDS 23.02

  #333 opened 2 years ago by wphicks
  0

• [BUG] cuml binary classification models do not observe threshold

  #351 opened 2 years ago by RAMitchell
  1

• [BUG] Multiclass models must have output_class=true to predict probabilities

  #350 opened 2 years ago by RAMitchell
  0

• [FEA] Provide CatBoost Support

  #347 opened 2 years ago by riaris
  3

• [Bug] Input validation for boolean parameters

  #345 opened 2 years ago by RAMitchell
  0

• [Bug] Multi-class probability outputs incorrect

  #343 opened 2 years ago by RAMitchell
  0

• [Bug] Wrong output shapes for Shapley values

  #342 opened 2 years ago by RAMitchell
  3

• [Feat] Support models compiled to machine code (using compilation methods supplied by Treelite)

  #341 opened 2 years ago by mirekphd
  1

• [DOC] More clearly document that max_batch_size 0 is not supported

  #338 opened 2 years ago by wphicks
  0

• [FEA] Support max_batch_size 0

  #337 opened 2 years ago by wphicks
  0

• [BUG] Segfault for max_batch_size 0

  #336 opened 2 years ago by wphicks
  0

• Finalize 23.01 Release

  #320 opened 2 years ago by wphicks
  0

• Server segfault if output `dims` missing from config.pbtxt

  #330 opened 2 years ago by wphicks
  0

• Wrong error trace when LightGBM model file is not found

  #328 opened 2 years ago by jliebana
  1

• Unable to run fil backend on local docker

  #325 opened 2 years ago by andompesta
  1

• Multiple FIL models in a Triton ensemble fails due to `output__0` output name requirement

  #326 opened 2 years ago by michaelhagel
  6

• Models serialized as JSON with XGBoost >=1.7 fail to load

  #311 opened 2 years ago by kiarash-rezahanjani
  6

• Update to cuML 22.12

  #313 opened 2 years ago by wphicks
  0

• Finalize 22.12 Release

  #312 opened 2 years ago by wphicks
  0

• Internal Docs Feedback: Update broken link to Triton's perf_analyzer documentation in fraud notebook

  #300 opened 2 years ago by wphicks
  0

• Internal Docs Feedback: Document unsupported model types and deployment configurations more prominently

  #302 opened 2 years ago by wphicks
  0

• Internal Docs Feedback: Link to XGBoost training example from introductory notebooks

  #303 opened 2 years ago by wphicks
  0

• Internal Docs Feedback: Update broken link to Triton's cloud storage documentation in fraud notebook

  #299 opened 2 years ago by wphicks
  0

• Internal Docs Feedback: np_data not defined in fraud notebook

  #301 opened 2 years ago by wphicks
  1

• Internal Docs Feedback: chardet module missing on kaggle import in example

  #298 opened 2 years ago by wphicks
  1

• Finalize 22.11 Release

  #308 opened 2 years ago by wphicks
  0

• [Tritonserver with FIL backend] Build failure when installing raft

  #304 opened 2 years ago by nikhil-sk
  2