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• systemml git commit: [SYSTEMML-2469] Performance distributed paramserv (partition/serialize) mboehm7
• systemml git commit: [SYSTEMML-2420] Performance paramserv data serialize/deserialize mboehm7
• systemml git commit: [MINOR] Fix paramserv accumulator handling (uninitialized stats) mboehm7
• systemml git commit: [SYSTEMML-2291] Performance layered-graph sparsity estimator mboehm7
• systemml git commit: [SYSTEMML-2420, 2457] Improved distributed paramserv comm and stats mboehm7
• systemml git commit: [SYSTEMML-2208] Functions with default scalar/matrix/frame parameters mboehm7
• systemml git commit: [SYSTEMML-2468] Improved MNC sketch propagation (probabilistic rounding) mboehm7
• systemml git commit: [SYSTEMML-2467] Fix IPA robustness for permuted named function args mboehm7
• systemml git commit: [SYSTEMML-2463] Fix paramserv tests (incorrect named argument usage) mboehm7
• systemml git commit: [HOTFIX] Fix maxpool/avgpool refactoring (start offsets and init) mboehm7
• systemml git commit: [SYSTEMML-2463] Function calls w/ named function arguments mboehm7
• systemml git commit: [SYSTEMML-2109] Codegen support for maxpool/avgpool DNN operations mboehm7
• [1/2] systemml git commit: [SYSTEMML-2420, 2422] New distributed paramserv spark workers and rpc mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2420, 2422] New distributed paramserv spark workers and rpc mboehm7
• systemml git commit: [SYSTEMML-2462] Fix correctness/performance in-place sparse binary ops mboehm7
• systemml git commit: [SYSTEMML-2296] Fix integer overflows in MNC sparsity estimator mboehm7
• [1/3] systemml git commit: [SYSTEMML-2460] Performance matrix market reader sparse/ultra-sparse mboehm7
  • [2/3] systemml git commit: [SYSTEMML-2459] Performance/robustness ultra-sparse self matrix products mboehm7
  • [3/3] systemml git commit: [SYSTEMML-2461] New estimation util for analyzing self-product NNZs mboehm7
• systemml git commit: [SYSTEMML-2409] Improved matrix histogram (add meta data exploitation) mboehm7
• systemml git commit: [MINOR] Improved sparsity estimators bitset, densityMap, matrixHistogram mboehm7
• [1/2] systemml git commit: [SYSTEMML-2446] Fix paramserv model list cleanup for partial updates mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2456] Fix sizes propagation matrix casts of lists mboehm7
• [1/2] systemml git commit: [SYSTEMML-2455] Fix list indexing size propagation on parser-validate mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2440] Fix robustness value type casts to double/long mboehm7
• systemml git commit: [MINOR] Remove unused argument from fm.init dml function mboehm7
• systemml git commit: [SYSTEMML-2454] Fix codegen binary outer operation handling mboehm7
• systemml git commit: [SYSTEMML-2452] Fix codegen on parfor recompilation, uni/bivar stats mboehm7
• systemml git commit: [SYSTEMML-2450] Fix parfor optimizer partitioning rewrite, univar stats mboehm7
• systemml git commit: [SYSTEMML-2409] Exploit lower bound in MNC sparsity estimator mboehm7
• systemml git commit: [SYSTEMML-2449] Fix memory estimates for list types, uni/bivar stats mboehm7
• systemml git commit: [HOTFIX] Fix javadoc and logging issues dmloptions and codegen mboehm7
• [1/2] systemml git commit: [MINOR] Fix test utils matrix market reader for 'pattern symmetric' mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2448] Fix sorted check of matrices (e.g., in outer binary) mboehm7
• [1/2] systemml git commit: [MINOR] Various script simplifications Kmeans predict mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2444] Fix robustness wsloss rewrite order, Kmeans-predict mboehm7
• systemml git commit: [SYSTEMML-445] Added a rewrite for batch normalization train niketanpansare
• systemml git commit: [MINOR] Refactoring and cleanup CLI arguments parsing mboehm7
• [1/4] systemml git commit: [SYSTEMML-2419] Paramserv spark function shipping and worker setup mboehm7
  • [2/4] systemml git commit: [SYSTEMML-2419] Paramserv spark function shipping and worker setup mboehm7
  • [4/4] systemml git commit: [SYSTEMML-2419] Paramserv spark function shipping and worker setup mboehm7
  • [3/4] systemml git commit: [SYSTEMML-2419] Paramserv spark function shipping and worker setup mboehm7
• systemml git commit: [SYSTEMML-2434] Support for matrix market symmetry general/symmetric mboehm7
• systemml git commit: [SYSTEMML-2434] Support for matrix market fields real/integer/pattern mboehm7
• [1/4] systemml git commit: [SYSTEMML-2436] New tests for all matrix market formats/fields/symmetry mboehm7
  • [2/4] systemml git commit: [SYSTEMML-2441] Fix spark matrix market reblock (incorrect output cell) mboehm7
  • [4/4] systemml git commit: [SYSTEMML-2442] Compiler/runtime integration matrix market properties mboehm7
  • [3/4] systemml git commit: [SYSTEMML-2442] Compiler/runtime integration matrix market properties mboehm7
• [1/2] systemml git commit: [SYSTEMML-2439] Fix robustness codegen optimizer for MLogreg mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2438] Fix correctness matrix compression group partitioning mboehm7
• [1/2] systemml git commit: [SYSTEMML-2418] New paramserv distributed spark data partitioners mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2418] New paramserv distributed spark data partitioners mboehm7
• systemml git commit: [MINOR] Added references for bitset / layered graph sparsity estimators mboehm7
• systemml git commit: [MINOR] Improved JMLC memory profiling, command line arg -mem mboehm7
• systemml git commit: [SYSTEMML-2438] Performance matrix compression column group partitioning mboehm7
• [1/3] systemml git commit: [MINOR] Simplify and cleanup GPU-specific rewrites (rewrite utils) mboehm7
  • [3/3] systemml git commit: [SYSTEMML-2431] Fix codegen multi-agg compilation w/ interleaved MMs mboehm7
  • [2/3] systemml git commit: [SYSTEMML-2430] Codegen support for rowMeans in row templates mboehm7
• systemml git commit: [SYSTEMML-2291] Initial sparsity estimator based on layered graphs mboehm7
• systemml git commit: [MINOR] Improved average-case sparsity estimates of binary operations mboehm7
• [1/2] systemml git commit: [SYSTEMML-2428] Fix IPA for function calls w/ unknown partial binding mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2429] Fix IPA function inlining pass w/ partial binding mboehm7
• systemml git commit: [SYSTEMML-2403] Fix accuracy issue paramserv BSP batch updates mboehm7
• systemml git commit: [MINOR] Fix warnings memory profiling (imports, raw types) mboehm7
• systemml git commit: [MINOR] Profile memory use in JMLC execution niketanpansare
• systemml git commit: [SYSTEMML-445] Fixed a memory leak in GPU lstm builtin function and also added developer utility to debug such bugs in the future. niketanpansare
• systemml git commit: [SYSTEMML-2427] Fix nnz maintenance large dense blocks >16GB mboehm7
• systemml git commit: [SYSTEMML-445] Added rewrites for generating GPU-specific operators niketanpansare
• svn commit: r1834625 - in /systemml/site: ./ release-notes/ deron
• systemml-website git commit: Download page should not link to unreleased code lresende
• systemml git commit: [SYSTEMML-2426] Fix integer overflow in tsmm over dense blocks >16GB. mboehm7
• systemml git commit: [SYSTEMML-2425] Fix robustness parallel csv read for incorrect meta data mboehm7
• [1/2] systemml git commit: [MINOR] Performance paramserv data partitioning via permutations mboehm7
  • [2/2] systemml git commit: [MINOR] Add missing support for ternary ops over compressed matrices mboehm7
• systemml git commit: [SYSTEMML-2416] Simplified paramserv aggregation service mboehm7
• systemml git commit: [HOTFIX] Fix shallow copy ternary axpy operations (restricted cp right) mboehm7
• systemml git commit: [MINOR] Performance ternary axpy operations w/ empty inputs mboehm7
• systemml git commit: [SYSTEMML-2413] Fix paramserv contention on DAG recompilation mboehm7
• systemml git commit: [SYSTEMML-2417] Performance density map sparsity estimator mboehm7
• systemml git commit: [MINOR] Performance binary in-place operations, especially plus mboehm7
• systemml git commit: [SYSTEMML-2415] Support for left indexing on list data types mboehm7
• systemml git commit: [SYSTEMML-2409] Improved matrix histogram via num non-empty rows/cols mboehm7
• systemml git commit: [MINOR] Cleanup Kmeans algorithm script (table padding/truncating) mboehm7
• [1/2] systemml git commit: [MINOR] Fix consistency explain output to stdout (recompile rt/hops) mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2408] Fix correctness fused mmchain XtXvy w/ minus weights mboehm7
• systemml git commit: [SYSTEMML-2375] Improved size inference nary ops (cbind/rbind/min/max) mboehm7
• [1/2] systemml git commit: [MINOR] Refactoring maxpool/avgpool operation for external calls mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2407] Fix size inference reshape w/ zero rows or columns mboehm7
• systemml git commit: [SYSTEMML-2392/8, 2401/2/6] Paramserv statistics and various fixes mboehm7
• systemml git commit: [MINOR] Cleanup univariate stats algorithm script (list, ifelse, format) mboehm7
• [1/3] systemml git commit: [MINOR] Reduce code duplication DNN maxpool/avgpool, performance avgpool mboehm7
  • [3/3] systemml git commit: [MINOR] Cleanup bivariate stats algorithm script (list, ifelse, format) mboehm7
  • [2/3] systemml git commit: [SYSTEMML-2405] Support for as.matrix over lists of scalars mboehm7
• systemml git commit: [SYSTEMML-2404] Fix robustness codegen fusion multiple biasadd/biadmult mboehm7
• [1/6] systemml git commit: [MINOR] Refactoring rename Convolution to Dnn hop/lop/instructions mboehm7
  • [4/6] systemml git commit: [MINOR] Refactoring rename Convolution to Dnn hop/lop/instructions mboehm7
  • [5/6] systemml git commit: [MINOR] Refactoring rename Convolution to Dnn hop/lop/instructions mboehm7
  • [3/6] systemml git commit: [MINOR] Refactoring rename Convolution to Dnn hop/lop/instructions mboehm7
  • [2/6] systemml git commit: [MINOR] Refactoring rename Convolution to Dnn hop/lop/instructions mboehm7
  • [6/6] systemml git commit: [SYSTEMML-2131] Codegen support for DNN biasAdd/biasMult in row/cell mboehm7
• [1/3] systemml git commit: [SYSTEMML-2397] Fix relu_backward parallelism in paramserv/parfor mboehm7
  • [2/3] systemml git commit: [SYSTEMML-2399] Fix robustness list slice on temporary paramserv lists mboehm7
  • [3/3] systemml git commit: [SYSTEMML-2400] Fix dynamic recompiler to preserve par constraints mboehm7
• systemml git commit: [SYSTEMML-445] Added builtin functions for efficient computation of lstm_backward function niketanpansare
• [1/2] systemml git commit: [MINOR] Improved tracking and reporting of function call line numbers mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2385] New simplification rewrites for comparison chains mboehm7
• systemml git commit: [SYSTEMML-2390] Fix robustness IPA reuse of function call graphs mboehm7
• systemml git commit: [HOTFIX][SYSTEMML-2390] Fix pack IPA dead code elimination, JMLC tests mboehm7
• [1/2] systemml git commit: [SYSTEMML-2391] New IPA pass for additional dead code elimination mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2393/4] Eliminate side-effect-free functions w/ unused outputs mboehm7
• systemml git commit: [SYSTEMML-2389] Fix paramserv calculation of iterations per worker mboehm7
• systemml git commit: [SYSTEMML-2295] Fix robustness bitset sparsity estimator for empty blocks mboehm7
• systemml git commit: [SYSTEMML-2381] Rework paramserv data partitioner API and tests mboehm7
• systemml git commit: [SYSTEMML-2382] Fix robustness sparse-dense matrix mult, part II mboehm7
• systemml git commit: [SYSTEMML-2388] Fix IPA inlining of functions w/o bound returns mboehm7
• systemml git commit: [MINOR] Internal primitive for tracking matrices w/ NaNs mboehm7
• systemml git commit: [SYSTEMML-2382] Fix robustness sparse-dense matrix mult (special case) mboehm7
• systemml git commit: [SYSTEMML-2383] Fix robustness rowIndexMin/Max for entire rows of NaNs mboehm7
• systemml git commit: [SYSTEMML-2380] Fix paramserv shutdown of agg service thread pool mboehm7
• systemml git commit: [SYSTEMML-2379] Minor performance improvement sample w/o replacement mboehm7
• systemml git commit: [SYSTEMML-2364, 66-88] Extended paramserv data partitioning schemes mboehm7
• [1/2] systemml git commit: [MINOR] Simplification internal matrix block slicing of row blocks mboehm7
  • [2/2] systemml git commit: [HOTFIX] Robustness buffer pool empty GPU object handling mboehm7
• systemml git commit: [MINOR] Improved memory profiling JMLC pipelines, avoid allocations mboehm7
• [1/2] systemml git commit: [SYSTEMML-2373] Fix codegen integration nary min/max (costs, single op) mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2377] Fix rewrite 'fuse order operation chains' (for overlap) mboehm7
• systemml git commit: [HOTFIX] Fix validation of scalar-scalar binary min/max operations mboehm7
• [1/2] systemml git commit: [SYSTEMML-2374] New simplification rewrite 'fold nary min/max ops' mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2273] Codegen support for nary min/max in cell/row templates mboehm7
• [1/2] systemml git commit: [SYSTEMML-2371] New nary min/max operations (language, CP dense/sparse) mboehm7
  • [2/2] systemml git commit: [SYSTEMML] Distributed spark nary min/max operations (compiler/runtime) mboehm7
• [1/2] systemml git commit: [MINOR] Additional tests for cyclic JMLC package namespace functions mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2370] Fix IPA/runtime robustness for unbound function outputs mboehm7
• systemml git commit: [SYSTEMML-2369] Fix nnz propagation in codegen spark cell ops w/o agg mboehm7
• [1/2] systemml git commit: [MINOR] Additional tests for missing and unknown functions mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2362] Fix robustness text-mm read in inlined functions mboehm7
• systemml git commit: [SYSTEMML-2359] Additional paramserv update frequency: per-epoch mboehm7
• systemml git commit: [SYSTEMML-2342] Cleanup ARIMA dml script mboehm7
• systemml git commit: [SYSTEMML-2361] Fix invalid cleanup of matrices/frames read in functions mboehm7
• systemml git commit: [SYSTEMML-2134] Fix codegen row tmpl support for vector ternary axpy mboehm7
• systemml git commit: [MINOR] add 2 new DML examples to Jupyter notebook reinwald
• systemml git commit: [SYSTEMML-2344, 48, 49, 52] Various improvements local paramserv backend mboehm7
• [1/3] systemml git commit: [SYSTEMML-2356] Improved IPA constant propagation and replacement mboehm7
  • [2/3] systemml git commit: [SYSTEMML-2357] Parfor data partitioning rewrites on hops mboehm7
  • [3/3] systemml git commit: [MINOR] Refactoring parser/lops methods w/ inconsistent naming scheme mboehm7
• systemml git commit: [HOTFIX] Fix additional size propagation issues and batch_norm2d runtime mboehm7
• [1/2] systemml git commit: [SYSTEMML-2077] Fix memory estimate second-order eval builtin function mboehm7
  • [2/2] systemml git commit: [HOTFIX] Various fixes size propagation and batch_norm2d integration mboehm7
• systemml git commit: [SYSTEMML-445] Added CP implementation for batch_norm2d and batch_norm2d_backward implementation. niketanpansare
• systemml git commit: [SYSTEMML-2340] Fix invalid parser constant propagation (conditional) mboehm7
• [1/4] systemml git commit: [MINOR] update deprecated brew commands for installing Java and Spark. niketanpansare
  • [3/4] systemml git commit: [MINOR] Fix outdated language documentation (missing builtins), part 1 niketanpansare
  • [4/4] systemml git commit: [SYSTEMML-445] Added builtin functions for efficient computation of batch normalization and lstm layers. niketanpansare
  • [2/4] systemml git commit: [SYSTEMML-445] Refactored GPU Memory Manager niketanpansare
• [1/2] systemml git commit: [SYSTEMML-445] Added builtin functions for efficient computation of batch normalization and lstm layers. niketanpansare
  • [2/2] systemml git commit: [SYSTEMML-445] Added builtin functions for efficient computation of batch normalization and lstm layers. niketanpansare
• systemml git commit: [SYSTEMML-2134] Codegen support for vector ternary axpy in row tmpls mboehm7
• [1/2] systemml git commit: [SYSTEMML-2353] Fix parfor optimizer block partitioning analysis mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2121] Add PageRank to staging algorithms and codegen tests mboehm7
• systemml git commit: [SYSTEMML-445] Bugfix for compilation error on Mac OS and PowerPC arch. niketanpansare
• systemml git commit: [MINOR] Fix outdated language documentation (missing builtins), part 1 mboehm7
• [1/4] systemml git commit: [SYSTEMML-445] Refactored GPU Memory Manager niketanpansare
  • [3/4] systemml git commit: [SYSTEMML-445] Refactored GPU Memory Manager niketanpansare
  • [4/4] systemml git commit: [SYSTEMML-445] Refactored GPU Memory Manager niketanpansare
  • [2/4] systemml git commit: [SYSTEMML-445] Refactored GPU Memory Manager niketanpansare
• [1/2] systemml git commit: [MINOR] Fix consistency explain/stats output to stdout (instead of log) mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2351] Performance sparse matrix-vector mult w/ large vector mboehm7
• systemml git commit: [SYSTEMML-540] Remove unnecessary variables from batch_norm2d layer niketanpansare
• systemml git commit: [SYSTEMML-445] Upgraded CUDA and CuDNN version niketanpansare
• systemml git commit: [SYSTEMML-2350] Fix missing support for lists in as.scalar casts mboehm7
• [1/2] systemml git commit: [SYSTEMML-2085] Initial version of local backend for paramserv builtin mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2085] Initial version of local backend for paramserv builtin mboehm7
• systemml git commit: [SYSTEMML-2347] Fix inconsistent namespace names (OS-specific paths) mboehm7
• systemml git commit: [SYSTEMML-2342] Fix ARIMA script handling of zero parameters mboehm7
• systemml git commit: [MINOR] Add more test suites to integration tests (parfor, tensor, misc) mboehm7
• systemml git commit: [SYSTEMML-2343] Fix function call graph (analysis of second order funs) mboehm7
• [1/2] systemml git commit: [SYSTEMML-2341] Improved recompilation of right indexing and reshape mboehm7
  • [2/2] systemml git commit: [MINOR] Add more test suites to integration tests (estim, ext, frame) mboehm7
• systemml git commit: [MINOR] Added more test cases for ARIMA (parameter combinations) mboehm7
• systemml git commit: change build status image url reinwald
• systemml git commit: [HOTFIX] Modified CI test suite (rm compress, add misc) mboehm7
• systemml git commit: [MINOR] Fix incorrect list indexing range check, extended name handling mboehm7
• [1/2] systemml git commit: [HOTFIX] Fix test tolerance for compressed sumsq unary aggregates mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2340] Fix indexing hop size reset on negative reconciliation mboehm7
• systemml git commit: [MINOR] Add more test suites to integration tests (compress, jmlc) mboehm7
• systemml git commit: [SYSTEMML-2247] Fix missing block merge large dense blocks >16GB mboehm7
• systemml git commit: [MINOR] switch build/test server to travis-ci reinwald
• systemml git commit: [SYSTEMML-2338] Fix DNN bias_multiply correctness over sparse inputs mboehm7
• [1/2] systemml git commit: [SYSTEMML-2335] Improved instruction generation for large DAGs (CP/SP) mboehm7
  • [2/2] systemml git commit: [SYSTEMML-2335] Improved instruction generation for large DAGs (CP/SP) mboehm7
• systemml git commit: [SYSTEMML-2084, 2317-20] Language and compiler support paramserv builtin mboehm7
• systemml git commit: [SYSTEMML-2332] Simplification and performance ALS-predict script mboehm7
• systemml git commit: [SYSTEMML-2117] Fix missing codegen row vector pow2/mult2 rewrites mboehm7
• systemml git commit: [SYSTEMML-2329] New sampling-based mm sparsity estimator mboehm7
• systemml git commit: [SYSTEMML-2327] Fix missing list support in parfor, incl tests mboehm7
• systemml git commit: [SYSTEMML-2328] Improved codegen row template tmp vector allocation mboehm7
• systemml git commit: [MINOR] Fix keras2dml tabs/spaces inconsistency mboehm7
• systemml git commit: [SYSTEMML-2233] Cleanup redundant error message logging mboehm7
• systemml git commit: [MINOR] update deprecated brew commands for installing Java and Spark. janardhan
• systemml git commit: [MINOR] Fix flaky jmlc test (potential side effects over tmp files) mboehm7

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