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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| .. | ||
| legacy | ||
| BarnesHutTsne.cu | ||
| README.md | ||
| activations.cu | ||
| addBias.cu | ||
| adjust_hue.cu | ||
| adjust_saturation.cu | ||
| axis.cu | ||
| batched_gemm.cu | ||
| batchnorm.cu | ||
| betaInc.cu | ||
| col2im.cu | ||
| compare_elem.cu | ||
| concat.cu | ||
| confusion.cu | ||
| convolutions.cu | ||
| cross.cu | ||
| d_t_s.cu | ||
| diGamma.cu | ||
| diag.cu | ||
| dilation2d.cu | ||
| dropout.cu | ||
| dynamic.cu | ||
| extract_patches.cu | ||
| fake_quantization.cu | ||
| flatten.cu | ||
| gather.cu | ||
| gather_nd.cu | ||
| gradient.cu | ||
| gru.cu | ||
| hamming.cu | ||
| hashcode.cu | ||
| histogram.cu | ||
| histogramFixedWidth.cu | ||
| im2col.cu | ||
| image_draw_bounding_boxes.cu | ||
| image_resize.cu | ||
| image_suppression.cu | ||
| imagesHelpers.cu | ||
| ismax.cu | ||
| legacy_helper.cu | ||
| lgamma.cu | ||
| lrn.cu | ||
| lstm.cu | ||
| lstsq.cu | ||
| lup.cu | ||
| matrixSetDiag.cu | ||
| matrix_band.cu | ||
| matrix_diag_part.cu | ||
| max_pooling.cu | ||
| maximum.cu | ||
| merge.cu | ||
| meshgrid.cu | ||
| minimum.cu | ||
| nth_element.cu | ||
| one_hot.cu | ||
| pad.cu | ||
| percentile.cu | ||
| polyGamma.cu | ||
| prefix.cu | ||
| print_variable.cu | ||
| qr.cu | ||
| random.cu | ||
| random_crop.cu | ||
| range.cu | ||
| reverse.cu | ||
| roll.cu | ||
| s_t_b.cu | ||
| s_t_d.cu | ||
| scatter.cu | ||
| scatter_simple.cu | ||
| scatter_update.cu | ||
| segment.cu | ||
| segment_max.cu | ||
| segment_mean.cu | ||
| segment_min.cu | ||
| segment_prod.cu | ||
| segment_sqrtn.cu | ||
| segment_sum.cu | ||
| sequence_mask.cu | ||
| sg_cb.cu | ||
| shift.cu | ||
| solve.cu | ||
| split.cu | ||
| sru.cu | ||
| stack.cu | ||
| svd.cu | ||
| toggle_bits.cu | ||
| top_k.cu | ||
| transforms.cu | ||
| triangular_solve.cu | ||
| weights.cu | ||
| zeta.cu | ||
README.md
This folder contains CUDA-specific implementations for operations.