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• [jira] [Updated] (SYSTEMML-2055) New ifelse builtin function Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2133) Load balance of maxpooling operations Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2082) Add support for ternary ifelse operations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2134) Add vector support for ternary codegen ops Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2098) Sparse result merge w/ empty in-place target hangs Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2091) Performance sparse-sparse reshape Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2100) JMLC API misses a way to specify configuration properties Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2101) JMLC fails in docker image due to non-existing fs classes Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2092) Parfor result aggregation Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2097) Exploit new += operator in nn library Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2099) Performance sparse result merge accum w/o compare Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2096) Distributed parfor result merge extensions for += Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2095) Local parfor result merge extensions for += Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2093) Language support for new += operator Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2094) Extended parfor dependency analysis for += Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2132) Autoencoder over 100K x 10K input w/ unnecessary spark ops Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2133) Load balance of maxpooling operations Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2106) Single-precision native matrix multiplication Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2129) Performance sparse relu_backward operations Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2108) Performance ternary +* and -* operations Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2105) Single-precision native conv2d / con2d_bias_add Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2132) Autoencoder over 100K x 10K input w/ unnecessary spark ops Matthias Boehm (JIRA)
• [jira] [Assigned] (SYSTEMML-2110) Add support for relu operations (forward/backward) Janardhan (JIRA)
• [jira] [Closed] (SYSTEMML-2120) Improve codegen optimizer (pruning effectiveness) Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2068) Add support for logical and bitwise logical operations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2131) Add support for bias_add and bias_mult Matthias Boehm (JIRA)
• [jira] [Assigned] (SYSTEMML-2130) Primitives to check the validity of sparse block representations Janardhan (JIRA)
• [jira] [Commented] (SYSTEMML-2130) Primitives to check the validity of sparse block representations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2130) Primitives to check the validity of sparse block representations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2129) Performance sparse relu_backward operations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2128) Extended codegen optimizer (CPU/GPU placement) Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2126) GPU code generation for sparse inputs Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2127) GPU code generation for compressed inputs Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2124) Basic GPU codegen framework and integration Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2125) GPU code generation for dense inputs Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2123) Runtime adaptation of code model weights Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2122) Configurable codegen cost model weights Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2121) Add missing algorithm tests to codegen testsuite Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2120) Improve codegen optimizer (pruning effectiveness) Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2119) Add support specific datagen operations (seq, matrix) Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2118) Codegen compiler extension for matrix multiply chains Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2116) Extended CSE for codegen plans Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2117) Extended rewrite framework for codegen plans Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2115) Performance input/output transfers over JNI Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2114) Compiler utils for native code compilation/loading Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2113) Native LLVM template code generation Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2112) Native C/C++ template code generation Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2111) Library of native vector operations Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-2067) Add support for convolution operations (forward/backward) Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-2109) Add support for maxpooling operations (forward/backward) Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2109) Add support for maxpooling operations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2110) Add support for relu operations (forward/backward) Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-2065) Code generation for operator fusion v3 Matthias Boehm (JIRA)
  • [jira] [Updated] (SYSTEMML-2065) Code generation for operator fusion v3 Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2070) Refactor codegen algorithm tests, incl new tests Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2081) Add support for nary cbind operations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2108) Performance ternary +* and -* operations Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-2104) Performance features native CPU DL operations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2107) Performance sparse-dense conv2d_bias_add Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2106) Single-precision native matrix multiplication Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-2105) Single-precision native conv2d / con2d_bias_add Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2105) Single precision native conv2d / con2d_bias_add Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2104) Performance features native CPU conv2d operations Matthias Boehm (JIRA)
• [jira] [Assigned] (SYSTEMML-2102) Vectorize gradients for Factorization Machines function Janardhan (JIRA)
• [jira] [Reopened] (SYSTEMML-1437) Implement and scale Factorization Machines using SystemML Mike Dusenberry (JIRA)
• [jira] [Closed] (SYSTEMML-1437) Implement and scale Factorization Machines using SystemML Mike Dusenberry (JIRA)
  • [jira] [Closed] (SYSTEMML-1437) Implement and scale Factorization Machines using SystemML Janardhan (JIRA)
• [jira] [Comment Edited] (SYSTEMML-1437) Implement and scale Factorization Machines using SystemML Mike Dusenberry (JIRA)
  • [jira] [Comment Edited] (SYSTEMML-1437) Implement and scale Factorization Machines using SystemML Mike Dusenberry (JIRA)
• [jira] [Resolved] (SYSTEMML-1437) Implement and scale Factorization Machines using SystemML Mike Dusenberry (JIRA)
• [jira] [Created] (SYSTEMML-2103) Add unit tests for the Factorization Machines core layer module Mike Dusenberry (JIRA)
• [jira] [Commented] (SYSTEMML-2102) Vectorize gradients for Factorization Machines function Mike Dusenberry (JIRA)
  • [jira] [Commented] (SYSTEMML-2102) Vectorize gradients for Factorization Machines function Janardhan (JIRA)
• [jira] [Created] (SYSTEMML-2102) Vectorize gradients for Factorization Machines function Mike Dusenberry (JIRA)
• [jira] [Created] (SYSTEMML-2101) JMLC fails in docker image due to non-existing fs classes Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2100) JMLC API misses a way to specify configuration properties Matthias Boehm (JIRA)
• [jira] [Resolved] (SYSTEMML-1695) Create design/investigation document for parameter server Janardhan (JIRA)
• [jira] [Closed] (SYSTEMML-739) Explore model-parallel constructs in DML Matthias Boehm (JIRA)
• [jira] [Comment Edited] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Comment Edited] (SYSTEMML-2083) Language and runtime for parameter servers Govinda Malavipathirana (JIRA)
  • [jira] [Comment Edited] (SYSTEMML-2083) Language and runtime for parameter servers Matthias Boehm (JIRA)
  • [jira] [Comment Edited] (SYSTEMML-2083) Language and runtime for parameter servers Govinda Malavipathirana (JIRA)
  • [jira] [Comment Edited] (SYSTEMML-2083) Language and runtime for parameter servers Govinda Malavipathirana (JIRA)
  • [jira] [Comment Edited] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Comment Edited] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Comment Edited] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Comment Edited] (SYSTEMML-2083) Language and runtime for parameter servers Matthias Boehm (JIRA)
  • [jira] [Comment Edited] (SYSTEMML-2083) Language and runtime for parameter servers Matthias Boehm (JIRA)
• [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Matthias Boehm (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Matthias Boehm (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Chamath Abeysinghe (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Govinda Malavipathirana (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Matthias Boehm (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Lahiru de Alwis (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers LI Guobao (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers LI Guobao (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Matthias Boehm (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Vishal Gupta (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Matthias Boehm (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Vishal Gupta (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Matthias Boehm (JIRA)
  • [jira] [Commented] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
• [jira] [Created] (SYSTEMML-2099) Performance sparse result merge accum w/o compare Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2098) Sparse result merge w/ empty in-place target hangs Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-1451) Automate performance testing and reporting Krishna Kalyan (JIRA)
• [jira] [Created] (SYSTEMML-2097) Exploit new += operator in nn library Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-2092) Parfor result aggregation Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2096) Distributed parfor result merge extensions for += Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2095) Local parfor result merge extensions for += Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2094) Extended parfor dependency analysis for += Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2093) Language support for new += operator Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-228) New result agg funs (min, max, sum) Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2092) Parfor result aggregation Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-2084) Language and compiler extension Nakul Jindal (JIRA)
  • [jira] [Updated] (SYSTEMML-2084) Language and compiler extension Nakul Jindal (JIRA)
  • [jira] [Updated] (SYSTEMML-2084) Language and compiler extension LI Guobao (JIRA)
• [jira] [Created] (SYSTEMML-2091) Performance sparse-sparse reshape Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2090) Documentation of language extension Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2089) Extended Caffe2DML and Keras2DML script generators Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2088) Performance features batching and parameter transfers Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-2087) Distributed spark backend Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2087) Distributed spark backend Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2086) Local, multi-threaded backend Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2085) Basic runtime primitives Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2084) Language and compiler extension Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-2083) Language and runtime for parameter servers Matthias Boehm (JIRA)
  • [jira] [Updated] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Updated] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Updated] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Updated] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
  • [jira] [Updated] (SYSTEMML-2083) Language and runtime for parameter servers Janardhan (JIRA)
• [jira] [Created] (SYSTEMML-2083) Language and runtime for parameter servers Matthias Boehm (JIRA)
• [jira] [Issue Comment Deleted] (SYSTEMML-1784) Predict Earthquakes and their magnitudes. Janardhan (JIRA)
  • [jira] [Issue Comment Deleted] (SYSTEMML-1784) Predict Earthquakes and their magnitudes. Janardhan (JIRA)
• [jira] [Resolved] (SYSTEMML-2057) Support bitwise operators not, and, or, xor, & LShift, Rshift Janardhan (JIRA)
• [jira] [Assigned] (SYSTEMML-1159) Enable Remote Hyperparameter Tuning Janardhan (JIRA)
• [jira] [Updated] (SYSTEMML-1159) Enable Remote Hyperparameter Tuning Janardhan (JIRA)
• [jira] [Created] (SYSTEMML-2082) Add support for ternary ifelse operations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2081) Add support for nary cbind operations Matthias Boehm (JIRA)
• [jira] [Commented] (SYSTEMML-2080) Lenet over mnist shows accuracy issues on CPU backend Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2080) Lenet over mnist shows accuracy issues on CPU backend Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-2076) Improvements for discrete operations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2079) Document new builtin functions and language constructs Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2078) Support for global constants Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2077) New eval builtin function Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2076) Improvements for discrete operations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2075) Invalid constant folding of matrix-scalar logical operations Matthias Boehm (JIRA)
• [jira] [Resolved] (SYSTEMML-1992) Implemenation of Mode finding for Gaussian Process Janardhan (JIRA)
• [jira] [Closed] (SYSTEMML-2042) Large Dense Matrix Blocks >16GB Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2055) New ifelse builtin function Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2074) Codegen row template fails for large dense block inputs Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2074) Codegen row template fails for large dense block inputs Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-1570) Remove fused sel+ operator Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-1175) When toString() is passed a scalar, an undecipherable error message is produced Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-1312) Large dense matrix blocks Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-1927) New transformcolmap builtin function Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2073) Lost update on high frequency statistics maintenance Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2058) Incorrect results on sparse-dense, sparse-unsafe unary operations Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2069) Thread contention on heavy hitter maintenance Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2071) Stepwise linregDS fails w/ erros on left indexing Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2072) Stepwise linregDS w/ codegen fails due to unknown size of intermediates Matthias Boehm (JIRA)
• [jira] [Commented] (SYSTEMML-2073) Lost update on high frequency statistics maintenance Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2073) Lost update on high frequency statistics maintenance Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2072) Stepwise linregDS w/ codegen fails due to unknown size of intermediates Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2071) Stepwise linregDS fails w/ erros on left indexing Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2070) Refactor codegen algorithm tests, incl new tests Matthias Boehm (JIRA)
• [jira] [Assigned] (SYSTEMML-2068) Add support for logical and bitwise logical operations Janardhan (JIRA)
• [jira] [Commented] (SYSTEMML-2068) Add support for logical and bitwise logical operations Matthias Boehm (JIRA)
• [jira] [Updated] (SYSTEMML-2068) Add support for logical and bitwise logical operations Matthias Boehm (JIRA)
• [jira] [Commented] (SYSTEMML-2057) Support bitwise operators not, and, or, xor, & LShift, Rshift Janardhan (JIRA)
• [jira] [Updated] (SYSTEMML-2069) Thread contention on heavy hitter maintenance Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2069) Thread contention on heaver hitter maintenance Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2068) Add support for logical and bitwise logical operations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2067) Add support for convolution operations Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2066) Candidate exploration w/ unknowns Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2065) Code generation for operator fusion v3 Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2059) Improve parfor optimization and initialization overhead Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2060) Failed compressed column aggregate w/ UC group Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2048) Compiler integration large dense blocks Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2047) Parallel allocation strategies Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2062) Performance sparse-sparse transpose Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2046) Operations over large dense blocks Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-2064) Performance ultra-sparse data generation Matthias Boehm (JIRA)
• [jira] [Assigned] (SYSTEMML-1996) Implementation of Bayesian module Janardhan (JIRA)
• [jira] [Created] (SYSTEMML-2064) Performance ultra-sparse data generation Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2062) Performance sparse-sparse transpose Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2063) Performance sparse-sparse transpose Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2061) Performance features ultra-sparse operations Matthias Boehm (JIRA)
• [jira] [Deleted] (SYSTEMML-2063) Performance sparse-sparse transpose Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2060) Failed compressed column aggregate w/ UC group Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2059) Improve parfor optimization and initialization overhead Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-1284) Code generation for operator fusion Matthias Boehm (JIRA)
• [jira] [Created] (SYSTEMML-2058) Incorrect results on sparse-dense, sparse-unsafe unary operations Matthias Boehm (JIRA)
• [jira] [Closed] (SYSTEMML-1931) Support logical operators AND, OR, XOR, NOT over matrices Janardhan (JIRA)
• [jira] [Commented] (SYSTEMML-1931) Support logical operators AND, OR, XOR, NOT over matrices Janardhan (JIRA)

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