330a69d4e2
* 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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| .. | ||
| compilation_units | ||
| BarnesHutTsne.cpp | ||
| README.md | ||
| activations.cpp | ||
| addBias.cpp | ||
| adjust_hue.cpp | ||
| adjust_saturation.cpp | ||
| axis.cpp | ||
| batched_gemm.cpp | ||
| batchnorm.cpp | ||
| betaInc.cpp | ||
| col2im.cpp | ||
| compare_elem.cpp | ||
| concat.cpp | ||
| confusion.cpp | ||
| convolutions.cpp | ||
| crop_and_resize.cpp | ||
| crop_and_resize.hpp | ||
| cross.cpp | ||
| d_t_s.cpp | ||
| diGamma.cpp | ||
| diag.cpp | ||
| dilation2d.cpp | ||
| dropout.cpp | ||
| dynamic.cpp | ||
| extract_patches.cpp | ||
| fake_quantization.cpp | ||
| flatten.cpp | ||
| gather.cpp | ||
| gradient.cpp | ||
| gru.cpp | ||
| hamming.cpp | ||
| hashcode.cpp | ||
| histogram.cpp | ||
| histogramFixedWidth.cpp | ||
| im2col.cpp | ||
| image_draw_bounding_boxes.cpp | ||
| image_resize.cpp | ||
| image_suppression.cpp | ||
| imagesHelpers.cpp | ||
| ismax.cpp | ||
| legacy_helper.cpp | ||
| lgamma.cpp | ||
| lrn.cpp | ||
| lstm.cpp | ||
| lstsq.cpp | ||
| lup.cpp | ||
| matrixSetDiag.cpp | ||
| matrix_band.cpp | ||
| matrix_diag_part.cpp | ||
| max_pooling.cpp | ||
| meshgrid.cpp | ||
| minimax.cpp | ||
| nth_element.cpp | ||
| one_hot.cpp | ||
| percentile.cpp | ||
| polyGamma.cpp | ||
| prefix.cpp | ||
| print_variable.cpp | ||
| qr.cpp | ||
| random.cpp | ||
| random_crop.cpp | ||
| range.cpp | ||
| reverse.cpp | ||
| roll.cpp | ||
| s_t_b.cpp | ||
| s_t_d.cpp | ||
| scatter.cpp | ||
| segment.cpp | ||
| sequence_mask.cpp | ||
| sg_cb.cpp | ||
| shift.cpp | ||
| solve.cpp | ||
| split.cpp | ||
| sru.cpp | ||
| stack.cpp | ||
| svd.cpp | ||
| toggle_bits.cpp | ||
| top_k.cpp | ||
| transforms.cpp | ||
| triangular_solve.cpp | ||
| weights.cpp | ||
| zeta.cpp | ||
README.md
This folder contains OpenMP implementations for operations helpers. Basically suited for homogenous x86-like platforms.