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mboehm7 pushed a change to branch main
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from 8d36f955b4 [MINOR] Cleanup core matrix block (remove unused/untested
code)
new 1f613276d6 [SYSTEMDS-3538] BI-LSTM forward/backward passes with test
cases
new 9227cc8d1f [MINOR] Fix sum_sq via partial reversion of matrix block
cleanup
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Summary of changes:
scripts/nn/layers/bilstm.dml | 233 +++++++++++++++++++++
.../sysds/runtime/matrix/data/MatrixBlock.java | 90 ++++++--
.../apache/sysds/test/functions/dnn/LSTMTest.java | 115 ++++++++--
.../expected/BILSTM_OUT_10.0_5.0_2.0_6.0.csv | 10 +
.../expected/BILSTM_OUT_2.0_5.0_2.0_2.0.csv | 2 +
.../expected/BILSTM_OUT_3.0_5.0_2.0_2.0.csv | 3 +
.../expected/BILSTM_OUT_6.0_5.0_6.0_4.0.csv | 6 +
.../expected/BILSTM_back_dW_1.0_5.0_6.0_4.0.csv | 22 ++
.../expected/BILSTM_back_dW_10.0_5.0_2.0_6.0.csv | 18 ++
.../expected/BILSTM_back_dW_4.0_5.0_6.0_4.0.csv | 22 ++
.../expected/BILSTM_back_dW_5.0_5.0_6.0_4.0.csv | 22 ++
.../expected/BILSTM_back_dW_6.0_5.0_6.0_4.0.csv | 22 ++
.../expected/BILSTM_back_dX_1.0_5.0_6.0_4.0.csv | 1 +
.../expected/BILSTM_back_dX_10.0_5.0_2.0_6.0.csv | 10 +
.../expected/BILSTM_back_dX_4.0_5.0_6.0_4.0.csv | 4 +
.../expected/BILSTM_back_dX_5.0_5.0_6.0_4.0.csv | 5 +
.../expected/BILSTM_back_dX_6.0_5.0_6.0_4.0.csv | 6 +
.../expected/BILSTM_back_dc_1.0_5.0_6.0_4.0.csv | 4 +
.../expected/BILSTM_back_dc_10.0_5.0_2.0_6.0.csv | 40 ++++
.../expected/BILSTM_back_dc_4.0_5.0_6.0_4.0.csv | 16 ++
.../expected/BILSTM_back_dc_5.0_5.0_6.0_4.0.csv | 20 ++
.../expected/BILSTM_back_dc_6.0_5.0_6.0_4.0.csv | 24 +++
.../functions/tensor/BILSTMBackwardTest.dml | 92 ++++++++
.../scripts/functions/tensor/BILSTMForwardTest.dml | 60 ++++++
24 files changed, 820 insertions(+), 27 deletions(-)
create mode 100644 scripts/nn/layers/bilstm.dml
create mode 100644 src/test/resources/expected/BILSTM_OUT_10.0_5.0_2.0_6.0.csv
create mode 100644 src/test/resources/expected/BILSTM_OUT_2.0_5.0_2.0_2.0.csv
create mode 100644 src/test/resources/expected/BILSTM_OUT_3.0_5.0_2.0_2.0.csv
create mode 100644 src/test/resources/expected/BILSTM_OUT_6.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dW_1.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dW_10.0_5.0_2.0_6.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dW_4.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dW_5.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dW_6.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dX_1.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dX_10.0_5.0_2.0_6.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dX_4.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dX_5.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dX_6.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dc_1.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dc_10.0_5.0_2.0_6.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dc_4.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dc_5.0_5.0_6.0_4.0.csv
create mode 100644
src/test/resources/expected/BILSTM_back_dc_6.0_5.0_6.0_4.0.csv
create mode 100644 src/test/scripts/functions/tensor/BILSTMBackwardTest.dml
create mode 100644 src/test/scripts/functions/tensor/BILSTMForwardTest.dml
