shugeo
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330a69d4e2
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Shugeo solve ls (#203)
* lstsq op. Initial commit.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Least squares linear problem solve op (lstsq). Cpu draft implementation.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed shape routine and tests.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added test for lstsq op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Rectification for lstsq op implementation.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Corrected test to avoid numerical inconsistensy.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added prints for check computing.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Corrected tests to use evalueate facility instead.
Signed-off-by: shugeo <sgazeos@gmail.com>
* CPU implementation of MatrixSolveLs op and tests.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added cuda implementation for helpers with lstsq op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Refactored tests for lstsq op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added processing for empty inputs.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Merged tests.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Refactored lstsq op for fast case.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed test.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Refactored lstsq op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed some issues with solve.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed lstsq op to avoid erros.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added kernel for giagonal factor
Signed-off-by: shugeo <sgazeos@gmail.com>
* lstsq wrapper and triangular_solve fixed
* Added proper processing empty inputs and test.
Signed-off-by: shugeo <sgazeos@gmail.com>
* SequenceMask test
* Build fixed
* Added proper processing of empty inputs with solve op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Mapping added
* Added check of input shapes with solve op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added a couple of tests for lstsq op and minor changes with cuda helper for one.'
Signed-off-by: shugeo <sgazeos@gmail.com>
* Tests on
* Refactored test for lstsq op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed test
* Added another approach for lstsq op aka solve_ls.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Finished cpu part for solve_ls op helpers.
* Added helper for low triangular matrix inversion.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Refactored alternate solve_ls cpu implementation.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Removed alternate approach for solve_ls op. Added multithreading with matrix inversion.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Assert fixed
* Refactored multithreading for inverse matricies.
Signed-off-by: shugeo <sgazeos@gmail.com>
Co-authored-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
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2020-02-28 11:37:26 +03:00 |