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• [systemds-website] branch master updated: [MINOR] set site outputdir to site janardhan
• [systemds-website] branch master updated: [MINOR] comment outdir option janardhan
• [systemds-website] branch master updated: [MINOR] staging profile for webhosting (#81) janardhan
• [systemds-website] branch asf-staging created (now 2c27e8c) janardhan
• [systemds-website] branch master updated: [MINOR] update tutorials page with notebooks (#80) janardhan
• [systemds-website] branch master updated: [BUILD] Update build name and dependencies janardhan
• [systemds-website] branch master updated: [SYSTEMDS-2942] Basic github action for website build janardhan
• [systemds] branch master updated: [SYSTEMDS-2910] Add .asf.yaml to control Github settings janardhan
• [systemds] branch master updated (1c210b8 -> 18b705b) baunsgaard
• [systemds-website] branch master updated: Rename .asf.yml to .asf.yaml janardhan
• [systemds-website] branch master updated: [SYSTEMDS-2910] Add .asf.yaml to control Github settings janardhan
• [systemds] branch master updated: [DOC] Add commit description guide janardhan
• [systemds] branch master updated: [SYSTEMDS-2929] Fix builtin namespace handling imports (merge semantics) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2932] Fix eval function loading (partially existing functions) mboehm7
• [systemds] branch master updated: [MINOR][BUGFIX] Correctly counting device to host transfers if dense pointer was cleared along the way markd
• [systemds] branch master updated: [SYSTEMDS-2935] Fix race condition in eval function loading mboehm7
• [systemds] branch master updated: [MINOR] Convert Component Test spark retry baunsgaard
• [systemds] branch master updated: [MINOR] Row-wise frame initialization support Closes #1228. ssiddiqi
• [systemds] branch master updated: [SYSTEMDS-2604] Federated compile and federated output propagation This commit adds compilation of federated instructions when OptimizerUtils.FEDERATED_COMPILATION is set to true. Additionally, a federated output flag is added and propagated through HOPs, LOPs, and instructions. Closes #1199. sebwrede
• [systemds] branch master updated (cd7772a -> 6f111cb) ssiddiqi
• [systemds] branch master updated: [MINOR] fix metadata for builtins-reference.md janardhan
• [systemds] branch master updated (94bbeae -> f10eb03) markd
  • [systemds] 03/03: [MINOR] Reduce memory footprint of reduceALL GPU operation markd
  • [systemds] 01/03: [SYSTEMDS-2930] Remove function pointers from SPOOF CUDA's MatrixAccessor class markd
  • [systemds] 02/03: [MINOR] Fixing git submodule of CUDA codegen dependency jitify markd
• [systemds] branch master updated (473644b -> 14709cf) baunsgaard
• [systemds] branch master updated: [MINOR] Fix RowAggTmplTest for running SPOOF CUDA tests markd
• [systemds] branch master updated: [MINOR] Compilation issue with CUDA codegen's vectCountnnz() function fixed. markd
• [systemds] branch master updated: [SYSTEMDS-2888] Fix incomplete cbind support in codegen row templates (CUDA) markd
• [systemds] branch master updated (614c168 -> 5c63f30) baunsgaard
• [systemds] branch master updated (549bf20 -> 614c168) baunsgaard
  • [systemds] 01/02: [MINOR] Fix regression algorithms python baunsgaard
  • [systemds] 02/02: [MINOR] Increase timeout to 90 minues for function tests baunsgaard
• [systemds] branch master updated: [MINOR] Minor fixes in cleaning pipelines (print statements, sample size) ssiddiqi
• [systemds] branch master updated: [MINOR] Add New Python Builtins and Fix Python Build baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2926][1/3] Update readme with administrative setup janardhan
• [systemds] branch master updated: [SYSTEMDS-2888] Fix incomplete cbind support in codegen row templates mboehm7
• [systemds] branch master updated: [MINOR] Various cleanups in cleaning pipelines 1. FDs are passed as meta data 2. All meta variables are passed via a list 3. Test added for classification and compare target applications 4. warning are fixed by initializing variables 5. Possible deduplication of tasks in separate namespaces TODO : Add tests for clustering and regression. Fix logical pipelines ssiddiqi
• [systemds] branch master updated: [SYSTEMDS-2921] Federated cumulative aggregates (e.g., cumsum) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2922] Federated fused codegen operators (cellwise) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2844] Initial builtin function and cleanup randomForest mboehm7
• [systemds] branch master updated: [MINOR] Updated documentation slicefinder builtin (ML model debugging) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2823] Rework namespace handling of built-in functions mboehm7
• [systemds] branch master updated: [MINOR] Close #1193 sebwrede
• [systemds] branch master updated: [SYSTEMDS-2913] Refactor GPUInstruction to support reuse better arnabp20
• [systemds] branch master updated (1434954 -> 9566bdf) arnabp20
• [systemds] branch master updated: [SYSTEMDS-2904] Federated ternary instruction sebwrede
• [systemds] branch master updated: [SYSTEMDS-2920] Fix spark rexpand instruction (variable max parameter) mboehm7
• [systemds] branch master updated: [MINOR] Improved robustness slicefinder builtin for model debugging mboehm7
• [systemds] branch master updated: [MINOR] Improved selection of multi-threaded matrix multiplications mboehm7
• [systemds] branch master updated: [SYSTEMDS-2856] Extended multi-threading element-wise binary operations mboehm7
• [systemds] branch master updated (0c21990 -> 2889479) markd
• [systemds] branch master updated: [SYSTEMDS-2918] Fix IPA list size propagation across DAGs mboehm7
• [systemds] branch master updated (c20e540 -> efc78f1) baunsgaard
  • [systemds] 01/01: [SYSTEMDS-2914] maxpooling_backward sparse Update baunsgaard
• [systemds] branch master updated: [MINOR] Fix IPA function call graph (missing cleanup debug output) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2918] Improved IPA/recompile for parameter server functions mboehm7
• [systemds] branch master updated: [MINOR] Cleanup repo (warnings, compression config, native libs) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2915] Fixing GPU memory leak due to untracked GPUObjects that were used after removal. markd
• [systemds] branch master updated: [SYSTEMDS-2913] Lineage-based reuse of GPU intermediates arnabp20
• [systemds] branch master updated (e8dcd3d -> 3ec800a) baunsgaard
  • [systemds] 01/03: [MINOR] Update code formatter baunsgaard
  • [systemds] 02/03: [MINOR] Fix native warning on sparse MM baunsgaard
  • [systemds] 03/03: [SYSTEMDS-2912] AggregateFinalResults avoid Generic correction baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2911] Asynchronous accrue gradients for paramserv epoch sync mboehm7
• [systemds] branch master updated: [SYSTEMDS-2909] Improved broadcast handling of spark parfor jobs mboehm7
• [systemds] branch master updated: [SYSTEMDS-2907] Fix memory estimates dense and sparse matrices, part 2 mboehm7
• [systemds] branch master updated: [SYSTEMDS-2907] Fix memory estimates dense and sparse matrices mboehm7
• [systemds] branch master updated: [MINOR] Cleanup repo (merge issue, cla name conflict, tests) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2841] Built-in functions Cox and Kaplan-Meier mboehm7
• [systemds] branch master updated: [MINOR] Cleanup repo, part II (test output buffering, formatting) mboehm7
• [systemds] branch master updated: [MINOR] Cleanup repository (imports, tabs formatting, unused, conflicts) mboehm7
• [systemds] branch master updated: [MINOR] fixes in scripts 1. added missing headers 2. threshold added in mice 3. missing values fixes in outlierByIQR.dml and outlierBySd.dml before computing mean and quantile values 4. Comment out the unstable assertions in BuiltinGaussianClassifierTest.java with a TODO ssiddiqi
• [systemds] branch master updated: [MINOR] Added support for categorical features in SMOTE ssiddiqi
• [systemds] branch master updated: [SYSTEMDS-2902] Minor built-ins for cleaning pipelines ssiddiqi
• [systemds] branch master updated (e3e57ba -> 96ecdfa) baunsgaard
  • [systemds] 02/04: [SYSTEMDS-2898] CLA original size bug baunsgaard
  • [systemds] 03/04: [MINOR] fix various tests baunsgaard
  • [systemds] 01/04: [SYSTEMDS-2897] CLA decompressing write baunsgaard
  • [systemds] 04/04: [MINOR] Ignore PCA rewrite tests baunsgaard
• [systemds] branch master updated: [MINOR] add link to windows dev doc janardhan
• [systemds] branch master updated: [SYSTEMDS-2896] Spark Log4j propagation baunsgaard
• [systemds] branch master updated (444df94 -> 4001ba6) ssiddiqi
• [systemds] branch master updated: [SYSTEMDS-2893] Lineage tracing GPU instructions arnabp20
• [systemds] branch master updated: [SYSTEMDS-2891] Builtin Gaussian Classifier - TODO: replace the looped implementation of covariance matrix into a vectorized builtin DIA project WS2020/21 Closes #1153. ssiddiqi
• [systemds] branch master updated: [SYSTEMDS-2890] Missing Value Imputation using Exponential Moving Average - TODO: convert to DML script level using cumulative aggregates DIA project WS2020/21 Closes #1194. ssiddiqi
• [systemds] branch master updated: [MINOR] CLA Unary contains NaN baunsgaard
• [systemds] branch master updated (f13bf1b -> de6574a) baunsgaard
• [systemds] branch master updated: [MINOR] Fix unused imports introduced in codegen markd
• [systemds] branch master updated (32c86b5 -> 8771d17) baunsgaard
• [systemds] branch master updated (43ac878 -> 32c86b5) baunsgaard
• [systemds] branch master updated (8ef0d5a -> 43ac878) ssiddiqi
• [systemds] branch master updated: [SYSTEMDS-2881] DML Tokenizer API DIA project WS2020/21 Closes #1169. ssiddiqi
• [systemds] branch master updated: [MINOR] Spoof cuda binaries for Windows & Linux; markd
• [systemds] branch master updated (d4ba502 -> daab7e7) baunsgaard
• [systemds] branch master updated: [MINOR] Fix null check in EncoderMVImpute for Global_Mean; Also: markd
• [systemds] branch master updated: [SYSTEMDS-2877] TomekLink builtin function markd
• [systemds] branch master updated (21b5027 -> 17d6b61) baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2871] Python API Autogenerator allow no docs baunsgaard
• [systemds] branch master updated: [MINOR] Added package to R dependency; updated Docker test image markd
• [systemds] branch master updated (58ec503 -> 4649eb1) baunsgaard
• [systemds] branch master updated (68e5e29 -> 58ec503) baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2583] Add test for a mini-batch scenario with dedup arnabp20
• [systemds] branch master updated: [SYSTEMDS-2878] test encoder serialization baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2766] Federated covariance baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2871] Python API Autogenerator baunsgaard
• [systemds] branch master updated (80e7a23 -> a900226) ssiddiqi
• [systemds] branch master updated (67ae955 -> 80e7a23) baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2872] Bayesian Optimization Algorithm ssiddiqi
• [systemds] branch master updated: [MINOR] Correcting a logic error while deciding to avoid execution on empty input in SpoofCUDACellwise markd
• [systemds] branch master updated: [SYSTEMDS-2870] Add Builtin Decision Tree DIA project WS2020/21 Closes #1145 baunsgaard
• [systemds] branch master updated (846d1e2 -> 510838a) markd
  • [systemds] 05/05: [MINOR] fix jitify submodule config markd
  • [systemds] 04/05: [SYSTEMDS-2853] Refactor spoof cuda runtime operations markd
  • [systemds] 03/05: [SYSTEMDS-2852] Improve SPOOF CUDA compilation markd
  • [systemds] 01/05: [SYSTEMDS-2826] Sparse input support for CUDA codegen * Code template handling refactor * A few code snippets from the row template that the diff didn't cleanly separate (so things might not compile/run without the other commit (7bc6379d59a0c19d881fdac8229be64d880d30cc)). Intent was to split it in smaller chunks with moderate effort. markd
• [systemds] branch master updated: [MINOR] Fix null value check in EncoderMVImpute arnabp20
• [systemds] branch master updated: [SYSTEMDS-2869] Built-in functions KNN and KNNBF (k-nearest neighbors) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2868] Fix spark transformencode (tokens with spaces) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2550] Improved parameter server epoch timing/logging mboehm7
• [systemds] branch master updated: [SYSTEMDS-2867] Cleanup federated binary operations, incl tests mboehm7
• [systemds] branch master updated: [SYSTEMDS-2747] Federated PNMF test, extended quaternary operations mboehm7
• [systemds] branch master updated: [SYSTEMDS-2866] Extended sparse-sparse matrix multiplication mboehm7
• [systemds] branch master updated: [SYSTEMDS 2582, 2583] Reuse of compressed lineage DAGs arnabp20
• [systemds] branch master updated: [SYSTEMDS-2856] Fix regression multi-threaded binary/ternary operations mboehm7
• [systemds] branch master updated: [MINOR] Fix compressed unary aggregates (in-place binarycell ops) mboehm7
• [systemds] branch master updated (bc93ea4 -> af4f3d7) mboehm7
  • [systemds] 02/02: [SYSTEMDS-2856] Extended multi-threading binary and ternary operations mboehm7
  • [systemds] 01/02: [MINOR] Performance local parameter server (parallel updates) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2859] Cleanup privacy constraints L2SVM test (arg updates) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2860] Fix native BLAS tsmm integration (dsyrk outer products) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2859] Fix federated broadcasting w/ single federated worker mboehm7
• [systemds] branch master updated: [SYSTEMDS-2857] Add missing federated unary matrix operations mboehm7
• [systemds] branch master updated: [SYSTEMDS-2858] Federated parameterserver shceme isolated argument baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2856] Cleanup binary matrix-matrix/scalar instruction parsing mboehm7
• [systemds] branch master updated: [MINOR] fix log instruction parsing for builtin baunsgaard
• [systemds] branch master updated: [MINOR] parse threads in fed binary instruction baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2856] Multi-threaded binary matrix-matrix, matrix-scalar ops mboehm7
• [systemds] branch master updated: [SYSTEMDS-2739] Fix Cost&Size eviction policy arnabp20
• [systemds] branch master updated: [SYSTEMDS-2799] Add synchronization to reuse UDFs in Fed workers arnabp20
• [systemds] branch master updated: [SYSTEMDS-2855] Rework function recompilation on entry (w/ rewrites) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2855] Fix missing federated col-partitioned matrix multiply mboehm7
• [systemds] branch master updated: [SYSTEMDS-2851] Compressed n+ operation baunsgaard
• [systemds] branch master updated (cb9c890 -> 30fe111) markd
  • [systemds] 02/05: [MINOR] Various fixes concerning dlls, jars, headers markd
  • [systemds] 05/05: [MINOR] CUDA 10.2 PTX and spoof cuda helper binaries for the last few commits (Win/Lin/64) markd
  • [systemds] 01/05: [MINOR] Disable generation of GPU instruction for sum_sq reduction (needs a bugfix) markd
  • [systemds] 03/05: [SYSTEMDS-2825] Avoid recompiling generated cuda operators markd
  • [systemds] 04/05: [MINOR] Better codegen source debug print with line numbers markd
• [systemds] branch master updated (e8b65fe -> cb9c890) arnabp20
• [systemds] branch master updated: [MINOR] Performance spark NaN checks and ultra-sparse aggregation mboehm7
• [systemds] branch master updated: [DOCS] Design doc Python Script Generator baunsgaard
• [systemds] branch master updated: [MINOR] remove accidental 'it' baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2763] Federated rowIndexMax and rowIndexMin baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2748] TSMM Compressed Optimize baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2641] Fix spark remove empty instruction (broadcasts handling) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2641] Improved slice finding algorithm (script, spark ops) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2821] Python Stability baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2819, 2020] Various ctable improvements (rewrites), part II mboehm7
• [systemds] branch master updated (eeffef6 -> ebcc44d) mboehm7
  • [systemds] 01/02: [SYSTEMDS-2818] Fix read/copy of large dense matrix blocks >16GB mboehm7
  • [systemds] 02/02: [SYSTEMDS-2819, 2020] Various ctable improvements (rewrites, spark ops) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2812] Added conv1d layer to nn library (via conv2d) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2747] Federated ALS-CG test, extended federated binary ops mboehm7
• [systemds] branch master updated: [SYSTEMDS-2550] Extended parameter server (validation function, stats) mboehm7
• [systemds] branch master updated (4b46b1f -> 11a2334) mboehm7
  • [systemds] 01/02: [MINOR] Fix robustness multiLogReg and multiLogRegPredict mboehm7
  • [systemds] 02/02: [SYSTEMDS-2816] Fix incorrect tracking of spark broadcast sizes mboehm7
• [systemds] branch master updated: [SYSTEMDS-2810] Improved serialization of transform encoders mboehm7
• [systemds] branch master updated: [SYSTEMDS-2814] Fix frame RDD caching logic (avoid excessive GC) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2509] Fix missing binning support in spark transformencode mboehm7
• [systemds] branch master updated: [SYSTEMDS-2813] Add lineage specific flags to SystemDS-config arnabp20
• [systemds] branch master updated: [SYSTEMDS-113] Cleanup lmPredict (rename, parameters, eval accuracy) mboehm7
• [systemds] branch master updated: [MINOR] Fix multiLogRegPredict (sanity check matching dims, cleanup) mboehm7
• [systemds] branch master updated: [MINOR] Compression stats only if used baunsgaard
• [systemds] branch master updated (b87001b -> 6a5d35a) baunsgaard
  • [systemds] 02/02: [SYSTEMDS-2811] Compressed slice baunsgaard
• [systemds] branch master updated: [MINOR] Update default lineage cache eviction policy to COSTNSIZE arnabp20
• [systemds] branch master updated: [SYSTEMDS-2806] Unified memory manager design and APIs mboehm7
• [systemds] branch master updated: [SYSTEMDS-2735] Builtin function gmmPredict for clustering instances mboehm7
• [systemds] branch master updated: [SYSTEMDS-2747] Federated quaternary operations wdivmm and wumm mboehm7
• [systemds] branch master updated: [SYSTEMDS-2804] New built-in functions ALS-predict, ALS-topk-predict mboehm7
• [systemds] branch master updated: [SYSTEMDS-2801] New rewrite for removing (par)for loops w/o iterations mboehm7
• [systemds] branch master updated: [SYSTEMDS-2802] Fix parfor handling of negative loop increments mboehm7
• [systemds] branch master updated: [SYSTEMDS-2799] Lineage support for Federated UDFs arnabp20
• [systemds] branch master updated: [SYSTEMDS-2800] Aggressive Compression Rewrite baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2799] Lineage tracing and reuse of federated UDFs arnabp20
• [systemds] branch master updated (fa770df -> 4c08c28) baunsgaard
• [systemds] branch master updated: [SYSTEMDS-2548, 2796] Federated frame and matrix right indexing mboehm7
• [systemds] branch master updated (e8cc1de -> 94e557e) mboehm7
  • [systemds] 01/02: [SYSTEMDS-2797] Cleanup new statsNA built-in function mboehm7
  • [systemds] 02/02: [MINOR] Fix mdedup built-in function test (marked as thread-unsafe) mboehm7
• [systemds] branch master updated: [SYSTEMDS-2797] Builtin function statsNA for computing NA statistics Co-authored-by: Ismael Ibrahim <[email protected]> DIA project WS2020/21. Closes #1117. ssiddiqi
• [systemds] branch master updated: [MINOR] Fixing failed test by reverting the changes in BinaryOp file. ssiddiqi
• [systemds] branch master updated: [MINOR] Refactoring commit 068f631 ssiddiqi
• [systemds] branch master updated (7f61827 -> 068f631) ssiddiqi
• [systemds] branch master updated: [SYSTEMDS-2795] Reuse of FED instruction results in Coordinator arnabp20
• [systemds] branch master updated (67d876a -> 225d468) baunsgaard
• [systemds] branch master updated (44f2996 -> 67d876a) baunsgaard
• [systemds] branch master updated: [MINOR] Change sensitivity of ALSTest baunsgaard

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