[pull] master from davisking:master #81
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…3000) * Add customizable dropout layer with compile-time rate specification * Update to the name of the new dropout rate customisation class * Fix: Replace float template parameter with int for C++17 compatibility * Update dlib/dnn/layers_abstract.h --------- Co-authored-by: Davis E. King <[email protected]>
* Fix layer_normalize gradients * fix layer_norm CPU * attempt to fix the cuda version * fix gamma_grad and beta_grad * update cuda test * use a block of size 1 to avoid race conditions * improve the speed of CUDA path of layer_norm * improve the speed of CUDA path of layer_norm
* Add RMS Normalization Layer * Update dnn.cpp * Missing entry in visitors.h to take into account the new rms_norm_ layer * Fix test function name * Fix dangling pointer issue in CUDA implementation of rms_normalize_gradient * Fixing the dnn.cpp test program for the new rms_norm_ layer * General update of the rms_norm_ class
* remove using namespace std from headers * more std:: * more std:: * more std:: on windows stuff * remove uses of using namespace std::chrono * do not use C++17 features * Add Davis suggestion * revert some more stuff * revert removing include * more std::chrono stuff
…PU & CUDA) (#3012) * Fix Stride Indexing Bugs in `reorg` and `reorg_gradient` Functions (CPU & CUDA) and Add `add_to` Parameter * 'add_to' parameter missing in cuda call reorg_gradient.launch_kernel() * Cleanup: remove using namespace std; (#3016) * remove using namespace std from headers * more std:: * more std:: * more std:: on windows stuff * remove uses of using namespace std::chrono * do not use C++17 features * Add Davis suggestion * revert some more stuff * revert removing include * more std::chrono stuff * fix build error * Adjust comment formatting to be like other dlib comments --------- Co-authored-by: Adrià <[email protected]> Co-authored-by: Davis King <[email protected]>
* Add tril_ layer for lower triangular matrix operations * Improved layer consistency * Added constant_wrapper to fix the issue of the float in the template in c++17 * Looking for a solution for c++ 14 * Refactor tril_ layer for improved flexibility and C++14 compatibility * Updates * Updates * Updates * Updates * Updates * Updates
* Fix Stride Indexing Bugs in `reorg` and `reorg_gradient` Functions (CPU & CUDA) and Add `add_to` Parameter * 'add_to' parameter missing in cuda call reorg_gradient.launch_kernel() * Cleanup: remove using namespace std; (#3016) * remove using namespace std from headers * more std:: * more std:: * more std:: on windows stuff * remove uses of using namespace std::chrono * do not use C++17 features * Add Davis suggestion * revert some more stuff * revert removing include * more std::chrono stuff * fix build error * Adjust comment formatting to be like other dlib comments * Add positional encodings layer to Dlib * Implement embeddings_ layer and add supporting utility functions to tensor_tools.h * Updates * Updates * Updates * Updates * Update * Update dlib/cuda/tensor_tools.h --------- Co-authored-by: Adrià <[email protected]> Co-authored-by: Davis King <[email protected]> Co-authored-by: Davis E. King <[email protected]>
The problem appeared when trying to save the empirical cross-correlation matrix using the result of a matrix expression. That path was not taken into account by the JXL image saver.
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